GET /v3/datasets?format=api&offset=3660
HTTP 200 OK
Allow: GET, POST, OPTIONS, HEAD
Content-Type: application/json
Vary: Accept

{
    "count": 8512,
    "next": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=3680",
    "previous": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=3640",
    "results": [
        {
            "id": "ed533965-41d7-4a29-8f97-5c74a31434bc",
            "access_rights": {
                "id": "37b67f6a-53db-407a-a92e-225b2cba8a7d",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "72dc2bc8-1f76-4468-9866-3740ff3c6d9c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "0d1eca6f-94e4-4d8c-bf93-3c5c34207c03",
                        "name": "Chiara Guidolin"
                    },
                    "organization": {
                        "id": "e9ff88e7-eefd-4153-99b1-9a4ce1c134af",
                        "pref_label": {
                            "en": "Università degli Studi di Milano",
                            "fi": "Università degli Studi di Milano",
                            "sv": "Università degli Studi di Milano"
                        }
                    }
                },
                {
                    "id": "a5034c1f-18e7-4000-a52c-b85906543c08",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "28000581-e0e9-450a-857b-c02a4ab5cc4e",
                        "name": "Jonatan Mac Intyre",
                        "external_identifier": "https://orcid.org/0000-0002-3383-0946"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f99b63a9-a3fd-4886-856b-57b5167338d4",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b8faead2-c8ec-43bc-9a0e-897455c3e517",
                        "name": "Emmanuelle Rio"
                    },
                    "organization": {
                        "id": "0e848e3d-14cb-41a5-8e73-ba80e5f366e0",
                        "pref_label": {
                            "en": "Université Paris-Saclay",
                            "fi": "Université Paris-Saclay",
                            "sv": "Université Paris-Saclay"
                        }
                    }
                },
                {
                    "id": "f22a5947-2f64-42a2-ba9a-a2b18d2ff81c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "00ef4468-8292-424b-991d-211c96f37922",
                        "name": "Antti Puisto",
                        "external_identifier": "https://orcid.org/0000-0002-2087-3330"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "dd7eb0b6-d83d-41a0-823b-6890291c7162",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9ea30c9f-89c6-4afc-a31f-239062c57174",
                        "name": "Anniina Salonen"
                    },
                    "organization": {
                        "id": "0e848e3d-14cb-41a5-8e73-ba80e5f366e0",
                        "pref_label": {
                            "en": "Université Paris-Saclay",
                            "fi": "Université Paris-Saclay",
                            "sv": "Université Paris-Saclay"
                        }
                    }
                },
                {
                    "id": "855aa191-7c01-4c4a-992c-d4ed3c695d8d",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "6180b133-eb37-49e8-ab68-a575bb27d0b1",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Coarsening evolution of quasi-2D foamed emulsions at different oil fractions."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2023-01-14",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7535841",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/7535842"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Quasi-2D Foamed Emulsions"
            },
            "created": "2025-11-17T11:17:58Z",
            "modified": "2025-11-18T14:45:57Z",
            "dataset_versions": [
                {
                    "id": "ed533965-41d7-4a29-8f97-5c74a31434bc",
                    "title": {
                        "en": "Quasi-2D Foamed Emulsions"
                    },
                    "persistent_identifier": "10.5281/zenodo.7535841",
                    "state": "published",
                    "created": "2025-11-17T11:17:58Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:59Z",
            "record_modified": "2025-11-18T14:45:58Z"
        },
        {
            "id": "d1fae789-dc36-4106-8594-a5654351b24b",
            "access_rights": {
                "id": "beb09e84-7b57-46e4-aa79-b3f7c0f09d5d",
                "license": [
                    {
                        "id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Other",
                            "fi": "Muu"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "8744e290-0eda-47bc-9d10-d746a386031b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "04640851-3a7d-47ee-8f63-150077643265",
                        "name": "Xiaofeng Ma",
                        "external_identifier": "https://orcid.org/0000-0003-4451-4305"
                    },
                    "organization": {
                        "id": "95abf2df-1315-49ce-9a86-cbc93b1e0aa7",
                        "pref_label": {
                            "en": "Department of Electrical Engineering and Automation",
                            "fi": "Department of Electrical Engineering and Automation",
                            "sv": "Department of Electrical Engineering and Automation",
                            "und": "Department of Electrical Engineering and Automation"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b87edab5-5adf-4c78-a20d-abb6be0bd751",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "3d9af1c3-8cd7-48bb-ba33-2d8d3eb5ddf0",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "The title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository"
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-12-21",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7470713",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/7470714"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "xf-ma/Python-for-Scientific-Computing: v1.0.1"
            },
            "created": "2025-11-17T11:17:52Z",
            "modified": "2025-11-18T14:45:54Z",
            "dataset_versions": [
                {
                    "id": "d1fae789-dc36-4106-8594-a5654351b24b",
                    "title": {
                        "en": "xf-ma/Python-for-Scientific-Computing: v1.0.1"
                    },
                    "persistent_identifier": "10.5281/zenodo.7470713",
                    "state": "published",
                    "created": "2025-11-17T11:17:52Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:52Z",
            "record_modified": "2025-11-18T14:45:55Z"
        },
        {
            "id": "9db58b52-6ffb-455c-a966-bc28285e354e",
            "access_rights": {
                "id": "05557c7c-cc77-459c-abb2-e3a934879efe",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "b6811413-00c7-4d58-a716-5f780a63a443",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "2bfd9029-9037-409b-b421-3248272099e3",
                        "name": "Tom Gustafsson",
                        "external_identifier": "https://orcid.org/0000-0003-1611-5032"
                    },
                    "organization": {
                        "id": "9e2e5601-7fd3-4370-ab08-259dd1f40996",
                        "pref_label": {
                            "en": "Department of Mathematics and Systems Analysis",
                            "fi": "Department of Mathematics and Systems Analysis",
                            "sv": "Department of Mathematics and Systems Analysis",
                            "und": "Department of Mathematics and Systems Analysis"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "93749dfb-e080-49e8-afd3-a28f721897dc",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "d7fd3638-9764-4dad-b799-a057a167ce38",
                        "name": "Peter Råback"
                    },
                    "organization": {
                        "id": "77effbb4-5550-4048-8fab-228cb8158816",
                        "pref_label": {
                            "en": "CSC - IT Center for Science Ltd.",
                            "fi": "CSC - IT Center for Science Ltd.",
                            "sv": "CSC - IT Center for Science Ltd."
                        }
                    }
                },
                {
                    "id": "c4d6bf55-65c5-409d-ac2d-14e8475b0d6e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "eb2aa52e-2ffa-428a-9869-b717f850ec76",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This package has the source code and related data for the numerical experiments in the paper \"Mortaring for linear elasticity using mixed and stabilized finite elements\" by Tom Gustafsson, Peter Råback and Juha Videman."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-10-24",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7245377",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Numerical experiments for \"Mortaring for linear elasticity using mixed and stabilized finite elements\""
            },
            "created": "2025-11-17T11:17:49Z",
            "modified": "2025-11-18T14:45:50Z",
            "dataset_versions": [
                {
                    "id": "9db58b52-6ffb-455c-a966-bc28285e354e",
                    "title": {
                        "en": "Numerical experiments for \"Mortaring for linear elasticity using mixed and stabilized finite elements\""
                    },
                    "persistent_identifier": "10.5281/zenodo.7245377",
                    "state": "published",
                    "created": "2025-11-17T11:17:49Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:49Z",
            "record_modified": "2025-11-18T14:45:51Z"
        },
        {
            "id": "5588e232-8f01-4d81-a66a-2754fcfdf6dc",
            "access_rights": {
                "id": "f5d08133-eb3a-498b-86a3-ccca50f8d622",
                "license": [
                    {
                        "id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Other",
                            "fi": "Muu"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "bd87ab07-b37d-4034-8436-1f1c6bf50ddb",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "d23024a4-e72c-493e-8da0-90f75ddad075",
                        "name": "Tianyu Cui",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "247787c7-4457-4ee4-b1a4-c53fbcd523f9",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "7d85d073-b208-4c31-b1fd-e37b232fa79a",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Code for \"Gene-Gene Interaction Detection with Deep Learning\"\r\n\r\nThe title and description of this software correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-10-26",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7255101",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Code for \"Gene-Gene Interaction Detection with Deep Learning\""
            },
            "created": "2025-11-17T11:17:46Z",
            "modified": "2025-11-18T14:45:46Z",
            "dataset_versions": [
                {
                    "id": "5588e232-8f01-4d81-a66a-2754fcfdf6dc",
                    "title": {
                        "en": "Code for \"Gene-Gene Interaction Detection with Deep Learning\""
                    },
                    "persistent_identifier": "10.5281/zenodo.7255101",
                    "state": "published",
                    "created": "2025-11-17T11:17:46Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:46Z",
            "record_modified": "2025-11-18T14:45:47Z"
        },
        {
            "id": "2c62d82e-9230-45d7-9181-1df6f8ed5320",
            "access_rights": {
                "id": "f4a036ac-e608-45d9-921c-011eacb6ef5e",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "f8c81c0e-9c8b-48cb-99fc-6dad4d5fa82e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "791db511-f388-427e-9abb-c9a247f9bb5f",
                        "name": "Ville Kukkonen",
                        "external_identifier": "https://orcid.org/0000-0002-4482-5309"
                    },
                    "organization": {
                        "id": "95abf2df-1315-49ce-9a86-cbc93b1e0aa7",
                        "pref_label": {
                            "en": "Department of Electrical Engineering and Automation",
                            "fi": "Department of Electrical Engineering and Automation",
                            "sv": "Department of Electrical Engineering and Automation",
                            "und": "Department of Electrical Engineering and Automation"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e2946e0b-f6ba-4674-8a14-f591a6924491",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "999090d5-d983-4cef-b6d5-aecbb1cfdf71",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This directory contains the following:\r\n\r\n- Two sets of RDF triples using different ontologies, modeling the same \"MZVAV-2\" air handling unit from the data inventory by Granderson et al. [1].\r\n\r\n- SPARQL queries for retrieving inputs to APAR [2] rules.\r\n\r\n- SPARQL queries for discovering \"data links\" from the models, connecting data points to time series providers.\r\n\r\nThe models were created by manually writing the triples. For details, see included README.md\r\n\r\n \r\n\r\n[1] J. Granderson, G. Lin, A. Harding, P. Im, Y. Chen, Building fault detection data to aid diagnostic algorithm creation and performance testing, Scientific Data. 7 (2020) 65. https://doi.org/10.1038/s41597-020-0398-6.\r\n\r\n[2] J.M. House, H. Vaezi-Nejad, J.M. Whitcomb, An expert rule set for fault detection in air-handling units, ASHRAE Transactions. 107 (2001) 858–871."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-11-25",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7361350",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/7361351"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "RDF models and SPARQL queries for decoupled analytics demonstration"
            },
            "created": "2025-11-17T11:17:34Z",
            "modified": "2025-11-18T14:45:42Z",
            "dataset_versions": [
                {
                    "id": "2c62d82e-9230-45d7-9181-1df6f8ed5320",
                    "title": {
                        "en": "RDF models and SPARQL queries for decoupled analytics demonstration"
                    },
                    "persistent_identifier": "10.5281/zenodo.7361350",
                    "state": "published",
                    "created": "2025-11-17T11:17:34Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:34Z",
            "record_modified": "2025-11-18T14:45:43Z"
        },
        {
            "id": "99da9474-cd0f-4986-a7f6-d2a645ea3e98",
            "access_rights": {
                "id": "62ec7314-5e9d-4565-adf9-74b146207091",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "9ee5dbb5-5a64-487d-b825-7bf245c8ad24",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "114190be-cefb-47f2-9811-c116a1f64564",
                        "name": "Emma Verkama",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "pref_label": {
                            "en": "Department of Chemical and Metallurgical Engineering",
                            "fi": "Department of Chemical and Metallurgical Engineering",
                            "sv": "Department of Chemical and Metallurgical Engineering",
                            "und": "Department of Chemical and Metallurgical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e1f13eae-199b-4760-b97d-da0813199915",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "2766b716-0fa9-4149-92c4-6437743ea005",
                        "name": "Jihong Yim",
                        "external_identifier": "https://orcid.org/0000-0002-3833-0211"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "pref_label": {
                            "en": "Department of Chemical and Metallurgical Engineering",
                            "fi": "Department of Chemical and Metallurgical Engineering",
                            "sv": "Department of Chemical and Metallurgical Engineering",
                            "und": "Department of Chemical and Metallurgical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "815ee677-8482-47c9-b6e5-51b110c8e368",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "82621dca-a56a-470c-b838-337e12614575",
                        "name": "Jonna Piironen"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "pref_label": {
                            "en": "Department of Chemical and Metallurgical Engineering",
                            "fi": "Department of Chemical and Metallurgical Engineering",
                            "sv": "Department of Chemical and Metallurgical Engineering",
                            "und": "Department of Chemical and Metallurgical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "eb713a10-058c-4972-bb76-7b5ea7e8248e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "2f47d4fb-26e0-4207-9928-a76e3d72bcc8",
                        "name": "Riikka L. Puurunen",
                        "external_identifier": "https://orcid.org/0000-0001-8722-4864"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "pref_label": {
                            "en": "Department of Chemical and Metallurgical Engineering",
                            "fi": "Department of Chemical and Metallurgical Engineering",
                            "sv": "Department of Chemical and Metallurgical Engineering",
                            "und": "Department of Chemical and Metallurgical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "103ea7a5-8d68-4b5a-8580-035f57eb2342",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "72998882-b8ce-476a-8b99-38b979e5dc89",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Examples of atomic layer deposition ALD saturation profiles in rectangular channel LHAR structures simulated with a diffusion-reaction model by Ylilammi et al. (Journal of Applied Physics 123, 205301 (2018); https://doi.org/10.1063/1.5028178) as function of (a) Reactant A pulse time t, (b) Reactant A partial pressure p, and (c) sticking coefficient c. Parameters used in the simulation, if not otherwise stated: channel height H 500 nm, temperature 250°C, 250 cycles, inert carrier gas partial pressure 500 Pa, Reactant A molar mass 100 g/mol, inert carrier gas molar mass 28 g/mol, Reactant A diameter 0.600 nm, inert gas diameter 0.374 nm, adsorption capacity 4 metal atoms per nm2, density of the material grown 3.5 g/cm3, pulse time 0.1 s, Reactant A partial pressure 100 Pa, sticking coefficient 0.01. \r\n\r\nAbbreviations: ALD = atomic layer deposition, LHAR = lateral high aspect ratio"
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2020-12-18",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.4354345",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/4354346"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Examples of ALD saturation profiles in rectangular channel LHAR structures simulated with a diffusion-reaction model"
            },
            "created": "2025-11-17T11:17:31Z",
            "modified": "2025-11-18T14:45:38Z",
            "dataset_versions": [
                {
                    "id": "99da9474-cd0f-4986-a7f6-d2a645ea3e98",
                    "title": {
                        "en": "Examples of ALD saturation profiles in rectangular channel LHAR structures simulated with a diffusion-reaction model"
                    },
                    "persistent_identifier": "10.5281/zenodo.4354345",
                    "state": "published",
                    "created": "2025-11-17T11:17:31Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:31Z",
            "record_modified": "2025-11-18T14:45:39Z"
        },
        {
            "id": "16624e19-80bc-45d4-a9ef-c3b84e4e1cee",
            "access_rights": {
                "id": "0544f6b8-c7aa-44e9-bd56-62cdc390e81e",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "8a4773e5-1e99-435c-9417-901a7849d142",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "8254eac5-b1a4-48bd-b4b4-3e243044944f",
                        "name": "Arsalan Hashemi",
                        "external_identifier": "https://orcid.org/0000-0003-2699-5731"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "12d1a9d3-160d-405c-add7-a5f4bf2aaa46",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "98851eb5-e578-4b4a-b774-c61514ede278",
                        "name": "Pekka Peljo",
                        "external_identifier": "https://orcid.org/0000-0002-1229-2261"
                    },
                    "organization": {
                        "id": "387e1d89-da88-44b0-89e7-2afa5dccd51f",
                        "pref_label": {
                            "en": "University of Turku",
                            "fi": "University of Turku",
                            "sv": "University of Turku"
                        }
                    }
                },
                {
                    "id": "cc4c8b90-14bf-473d-b2c7-7cb56d522677",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4edf00b0-7687-4c36-a306-11f60e866d2f",
                        "name": "Kari Laasonen",
                        "external_identifier": "https://orcid.org/0000-0002-4419-7824"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "44cc6fb7-3269-49c4-978a-6618246cb3ca",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "66911429-9dc4-4d0c-a959-f6bab91ad5f1",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "For reproducing the results presented in \"Hashemi, A., Peljo, P. & Laasonen, K. (2022). Understanding Electron Transfer Reactions using Constrained Density Functional Theory: Complications due to Surface Interactions\", this database provides the input files and CDFT-AIMD trajectory information. Please refer to the publication if you wish to use these data.\r\n\r\n---------------------------------------**************************************************************************-------------------------------------------------\r\n\r\n<em>This study was financed by the Horizon 2020 Framework Programme CompBat with project number 875565. We also thank CSC-IT Center for Science Ltd. and Aalto Science-IT project for generous grants of computer time.</em>\r\n-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------\r\n\r\nThe content of a directory is shown in a tree-like format:\r\n├── 1DMDQ\r\n│   ├── 1_md\r\n│   │   ├── dft-common-params.inc\r\n│   │   ├── dmdq-md-pos-1.xyz\r\n│   │   ├── md.inp\r\n│   │   ├── pos.xyz\r\n│   │   ├── submit.sh\r\n│   │   └── subsys.inc\r\n│   ├── 2_cdftaimd\r\n│   │   ├── state_a\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   ├── state_b\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   └── subsys.inc\r\n│   │   └── state_c\r\n│   │       ├── becke_twoconstraints.inc\r\n│   │       ├── cdft_md.bash\r\n│   │       ├── cdft_md.inp\r\n│   │       ├── dft-common-params.inc\r\n│   │       ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │       └── subsys.inc\r\n│   └── 3_cdft_wH2O_sccs\r\n│       ├── state_a\r\n│       │   ├── framePrint.py\r\n│       │   ├── input_files\r\n│       │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   ├── becke_twoconstraints.inc\r\n│       │   │   ├── dft-common-params.inc\r\n│       │   │   ├── energy_cdft.inp\r\n│       │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   └── subsys.inc\r\n│       │   └── README\r\n│       ├── state_b\r\n│       │   ├── b_to_a.tar.gz\r\n│       │   └── b_to_c.tar.gz\r\n│       └── state_c\r\n│           ├── framePrint.py\r\n│           ├── input_files\r\n│           │   ├── 1_energy_cdft_STATE1.bash\r\n│           │   ├── 2_energy_cdft_STATE2.bash\r\n│           │   ├── 3_energy_cdft_mixed.bash\r\n│           │   ├── becke_twoconstraints.inc\r\n│           │   ├── dft-common-params.inc\r\n│           │   ├── energy_cdft.inp\r\n│           │   ├── energy_mixed_cdft.inp\r\n│           │   └── subsys.inc\r\n│           └── README\r\n├── 2MeVi\r\n│   ├── 1_md\r\n│   │   ├── dft-common-params.inc\r\n│   │   ├── md.inp\r\n│   │   ├── mevi-md-pos-1.xyz\r\n│   │   ├── pos.xyz\r\n│   │   ├── submit.sh\r\n│   │   └── subsys.inc\r\n│   ├── 2_cdftaimd\r\n│   │   ├── state_a\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   └── subsys.inc\r\n│   │   ├── state_b\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   └── state_c\r\n│   │       ├── becke_twoconstraints.inc\r\n│   │       ├── cdft_md.bash\r\n│   │       ├── cdft_md.inp\r\n│   │       ├── dft-common-params.inc\r\n│   │       ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │       ├── frame.xyz\r\n│   │       └── subsys.inc\r\n│   └── 3_cdft_wH2O_sccs\r\n│       ├── state_a\r\n│       │   ├── framePrint.py\r\n│       │   ├── input_files\r\n│       │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   ├── becke_twoconstraints.inc\r\n│       │   │   ├── dft-common-params.inc\r\n│       │   │   ├── energy_cdft.inp\r\n│       │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   └── subsys.inc\r\n│       │   └── README\r\n│       ├── state_b\r\n│       │   ├── b_to_a\r\n│       │   │   ├── framePrint.py\r\n│       │   │   ├── input_files\r\n│       │   │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   │   ├── becke_twoconstraints.inc\r\n│       │   │   │   ├── dft-common-params.inc\r\n│       │   │   │   ├── energy_cdft.inp\r\n│       │   │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   │   └── subsys.inc\r\n│       │   │   └── README\r\n│       │   └── b_to_c\r\n│       │       ├── framePrint.py\r\n│       │       ├── input_files\r\n│       │       │   ├── 1_energy_cdft_STATE1.bash\r\n│       │       │   ├── 2_energy_cdft_STATE2.bash\r\n│       │       │   ├── 3_energy_cdft_mixed.bash\r\n│       │       │   ├── becke_twoconstraints.inc\r\n│       │       │   ├── dft-common-params.inc\r\n│       │       │   ├── energy_cdft.inp\r\n│       │       │   ├── energy_mixed_cdft.inp\r\n│       │       │   └── subsys.inc\r\n│       │       └── README\r\n│       └── state_c\r\n│           ├── framePrint.py\r\n│           ├── input_files\r\n│           │   ├── 1_energy_cdft_STATE1.bash\r\n│           │   ├── 2_energy_cdft_STATE2.bash\r\n│           │   ├── 3_energy_cdft_mixed.bash\r\n│           │   ├── becke_twoconstraints.inc\r\n│           │   ├── dft-common-params.inc\r\n│           │   ├── energy_cdft.inp\r\n│           │   ├── energy_mixed_cdft.inp\r\n│           │   └── subsys.inc\r\n│           └── README\r\n├── 3OHVi\r\n│   ├── 1_md\r\n│   │   ├── dft-common-params.inc\r\n│   │   ├── md.inp\r\n│   │   ├── ohvi-md-pos-1.xyz\r\n│   │   ├── pos.xyz\r\n│   │   ├── submit.sh\r\n│   │   └── subsys.inc\r\n│   ├── 2_cdftaimd\r\n│   │   ├── state_a\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   ├── state_b\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   └── state_c\r\n│   │       ├── becke_twoconstraints.inc\r\n│   │       ├── cdft_md.bash\r\n│   │       ├── cdft_md.inp\r\n│   │       ├── dft-common-params.inc\r\n│   │       ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │       ├── frame.xyz\r\n│   │       └── subsys.inc\r\n│   └── 3_cdft_wH2O_sccs\r\n│       ├── state_a\r\n│       │   ├── framePrint.py\r\n│       │   ├── input_files\r\n│       │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   ├── becke_twoconstraints.inc\r\n│       │   │   ├── dft-common-params.inc\r\n│       │   │   ├── energy_cdft.inp\r\n│       │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   └── subsys.inc\r\n│       │   └── README\r\n│       ├── state_b\r\n│       │   ├── b_to_a\r\n│       │   │   ├── framePrint.py\r\n│       │   │   ├── input_files\r\n│       │   │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   │   ├── becke_twoconstraints.inc\r\n│       │   │   │   ├── dft-common-params.inc\r\n│       │   │   │   ├── energy_cdft.inp\r\n│       │   │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   │   └── subsys.inc\r\n│       │   │   └── README\r\n│       │   ├── b_to_a.tar.gz\r\n│       │   ├── b_to_c\r\n│       │   │   ├── framePrint.py\r\n│       │   │   ├── input_files\r\n│       │   │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   │   ├── becke_twoconstraints.inc\r\n│       │   │   │   ├── dft-common-params.inc\r\n│       │   │   │   ├── energy_cdft.inp\r\n│       │   │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   │   └── subsys.inc\r\n│       │   │   └── README\r\n│       │   └── b_to_c.tar.gz\r\n│       └── state_c\r\n│           ├── framePrint.py\r\n│           ├── input_files\r\n│           │   ├── 1_energy_cdft_STATE1.bash\r\n│           │   ├── 2_energy_cdft_STATE2.bash\r\n│           │   ├── 3_energy_cdft_mixed.bash\r\n│           │   ├── becke_twoconstraints.inc\r\n│           │   ├── dft-common-params.inc\r\n│           │   ├── energy_cdft.inp\r\n│           │   ├── energy_mixed_cdft.inp\r\n│           │   └── subsys.inc\r\n│           └── README\r\n├── 4dBR5\r\n│   ├── 1_md\r\n│   │   ├── dft-common-params.inc\r\n│   │   ├── dmdq-md-pos-1.xyz\r\n│   │   ├── md.inp\r\n│   │   ├── pos.xyz\r\n│   │   ├── submit.sh\r\n│   │   └── subsys.inc\r\n│   ├── 2_cdftaimd\r\n│   │   ├── state_a\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   ├── state_b\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   └── state_c\r\n│   │       ├── becke_twoconstraints.inc\r\n│   │       ├── cdft_md.bash\r\n│   │       ├── cdft_md.inp\r\n│   │       ├── dft-common-params.inc\r\n│   │       ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │       ├── frame.xyz\r\n│   │       └── subsys.inc\r\n│   └── 3_cdft_wH2O_sccs\r\n│       ├── state_a\r\n│       │   ├── framePrint.py\r\n│       │   ├── input_files\r\n│       │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   ├── becke_twoconstraints.inc\r\n│       │   │   ├── dft-common-params.inc\r\n│       │   │   ├── energy_cdft.inp\r\n│       │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   └── subsys.inc\r\n│       │   └── README\r\n│       ├── state_b\r\n│       │   ├── b_to_a.tar.gz\r\n│       │   └── b_to_c.tar.gz\r\n│       └── state_c\r\n│           ├── framePrint.py\r\n│           ├── input_files\r\n│           │   ├── 1_energy_cdft_STATE1.bash\r\n│           │   ├── 2_energy_cdft_STATE2.bash\r\n│           │   ├── 3_energy_cdft_mixed.bash\r\n│           │   ├── becke_twoconstraints.inc\r\n│           │   ├── dft-common-params.inc\r\n│           │   ├── energy_cdft.inp\r\n│           │   ├── energy_mixed_cdft.inp\r\n│           │   └── subsys.inc\r\n│           └── README\r\n├── 52HNQ\r\n│   ├── 1_md\r\n│   │   ├── dft-common-params.inc\r\n│   │   ├── hnq-md-pos-1.xyz\r\n│   │   ├── md.inp\r\n│   │   ├── pos.xyz\r\n│   │   ├── submit.sh\r\n│   │   └── subsys.inc\r\n│   ├── 2_cdftaimd\r\n│   │   ├── state_a\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   ├── state_b\r\n│   │   │   ├── becke_twoconstraints.inc\r\n│   │   │   ├── cdft_md.bash\r\n│   │   │   ├── cdft_md.inp\r\n│   │   │   ├── dft-common-params.inc\r\n│   │   │   ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │   │   ├── frame.xyz\r\n│   │   │   └── subsys.inc\r\n│   │   └── state_c\r\n│   │       ├── becke_twoconstraints.inc\r\n│   │       ├── cdft_md.bash\r\n│   │       ├── cdft_md.inp\r\n│   │       ├── dft-common-params.inc\r\n│   │       ├── frame-cdft-pos-total.xyz.tar.gz\r\n│   │       ├── frame.xyz\r\n│   │       └── subsys.inc\r\n│   └── 3_cdft_wH2O_sccs\r\n│       ├── state_a\r\n│       │   ├── framePrint.py\r\n│       │   ├── input_files\r\n│       │   │   ├── 1_energy_cdft_STATE1.bash\r\n│       │   │   ├── 2_energy_cdft_STATE2.bash\r\n│       │   │   ├── 3_energy_cdft_mixed.bash\r\n│       │   │   ├── becke_twoconstraints.inc\r\n│       │   │   ├── dft-common-params.inc\r\n│       │   │   ├── energy_cdft.inp\r\n│       │   │   ├── energy_mixed_cdft.inp\r\n│       │   │   └── subsys.inc\r\n│       │   └── README\r\n│       ├── state_b\r\n│       │   ├── b_to_a.tar.gz\r\n│       │   └── b_to_c.tar.gz\r\n│       └── state_c\r\n│           ├── framePrint.py\r\n│           ├── input_files\r\n│           │   ├── 1_energy_cdft_STATE1.bash\r\n│           │   ├── 2_energy_cdft_STATE2.bash\r\n│           │   ├── 3_energy_cdft_mixed.bash\r\n│           │   ├── becke_twoconstraints.inc\r\n│           │   ├── dft-common-params.inc\r\n│           │   ├── energy_cdft.inp\r\n│           │   ├── energy_mixed_cdft.inp\r\n│           │   └── subsys.inc\r\n│           └── README\r\n└── 6_n_H2O_effect_mevi\r\n    ├── 08h2o\r\n    │   ├── framePrint.py\r\n    │   ├── README\r\n    │   ├── state_a.tar.gz\r\n    │   └── state_b.tar.gz\r\n    ├── 10h2o\r\n    │   ├── framePrint.py\r\n    │   ├── README\r\n    │   ├── state_a.tar.gz\r\n    │   └── state_b.tar.gz\r\n    ├── 20h2o\r\n    │   ├── framePrint.py\r\n    │   ├── README\r\n    │   ├── state_a.tar.gz\r\n    │   └── state_b.tar.gz\r\n    ├── 40h2o\r\n    │   ├── framePrint.py\r\n    │   ├── README\r\n    │   ├── state_a.tar.gz\r\n    │   └── state_b.tar.gz\r\n    ├── 97h2o\r\n    │   ├── framePrint.py\r\n    │   ├── README\r\n    │   ├── state_a.tar.gz\r\n    │   └── state_b.tar.gz\r\n    └── fig3.png\r\n\r\n74 directories, 301 files\r\n-------------------------------------------------------\r\nThere are 6 directories: 1DMDQ, 2MeVi, 3OHVi,   4dBR5,  52HNQ,  6_n_H2O_effect_mevi. Except for \"6_n_H2O_effect_mevi\", we see 3 subdirectories named 1_md, 2_cdftaimd, and 3_cdft_wH2O_sccs. The input files and AIMD trajectories can be found in 1_md. While 2_cdftaimd contains the CDFT-AIMD input files and trajectories. To reproduce snapshots and input files of 3_cdft_wH2O_sccs, follow the README files in the subdirectories.\r\n\r\nThe directory \"6_n_H2O_effect_mevi\" contains the number of water effects (Figure 3 of the publication). Users are guided by README files once again."
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-11-30",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7388979",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/7388980"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Understanding Electron Transfer Reactions using Constrained Density Functional Theory: Complications due to Surface Interactions"
            },
            "created": "2025-11-17T11:17:28Z",
            "modified": "2025-11-18T14:45:35Z",
            "dataset_versions": [
                {
                    "id": "16624e19-80bc-45d4-a9ef-c3b84e4e1cee",
                    "title": {
                        "en": "Understanding Electron Transfer Reactions using Constrained Density Functional Theory: Complications due to Surface Interactions"
                    },
                    "persistent_identifier": "10.5281/zenodo.7388979",
                    "state": "published",
                    "created": "2025-11-17T11:17:28Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:28Z",
            "record_modified": "2025-11-18T14:45:36Z"
        },
        {
            "id": "171d849b-96c7-4949-a9ed-64396dd52873",
            "access_rights": {
                "id": "9879d09b-065e-4689-ba13-00f071b8b88a",
                "license": [
                    {
                        "id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Other",
                            "fi": "Muu"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "e0cd29e5-9957-463c-ae8a-4aa7a233e21d",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "ec089ce8-db93-4862-b068-2debbe68c07b",
                        "name": "Eric Bach",
                        "external_identifier": "https://orcid.org/0000-0001-6200-5462"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "cc6786a5-8995-4da4-b400-2f63f1ff500a",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "d94e9556-0740-48b3-b259-d4c2344f180a",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This repository version is considered as final for the Nature Machine Intelligence publication. Please note that the final bibtex to cite the original publication will still be updated.\r\n\r\nThe title and description of this software correspond to the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-08-28",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.7029706",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/7029714"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "aalto-ics-kepaco/msms_rt_ssvm: Final source code for Nature Machine Intelligence"
            },
            "created": "2025-11-17T11:17:24Z",
            "modified": "2025-11-18T14:45:31Z",
            "dataset_versions": [
                {
                    "id": "171d849b-96c7-4949-a9ed-64396dd52873",
                    "title": {
                        "en": "aalto-ics-kepaco/msms_rt_ssvm: Final source code for Nature Machine Intelligence"
                    },
                    "persistent_identifier": "10.5281/zenodo.7029706",
                    "state": "published",
                    "created": "2025-11-17T11:17:24Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:24Z",
            "record_modified": "2025-11-18T14:45:32Z"
        },
        {
            "id": "ee4b986a-819d-4a0e-9704-6d02ab3fefa0",
            "access_rights": {
                "id": "cc8c0f92-a909-4239-80d6-b474b9f474e6",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "707bba2f-90fa-4883-9e96-28d668c7a0eb",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "2c5dd1da-942a-4fc1-95a4-925b851de0e9",
                        "name": "Annika Stuke",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "00833b8f-3c7a-4564-8fbf-0277cdcfa98f",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "cce9b18a-98dd-4f5b-9d6a-651d63ea463b",
                        "pref_label": {
                            "en": "NOMAD Repository",
                            "fi": "NOMAD Repository",
                            "sv": "NOMAD Repository"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is a Nomad repository entry."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-01-01",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.17172/nomad/2019.12.10-8",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://nomad-lab.eu/prod/v1/gui/dataset/doi/10.17172/NOMAD/2019.12.10-8"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "OE62 dataset: results of DFT PBE0 (vacuum) calculations"
            },
            "created": "2025-11-17T11:17:22Z",
            "modified": "2025-11-18T14:45:27Z",
            "dataset_versions": [
                {
                    "id": "ee4b986a-819d-4a0e-9704-6d02ab3fefa0",
                    "title": {
                        "en": "OE62 dataset: results of DFT PBE0 (vacuum) calculations"
                    },
                    "persistent_identifier": "10.17172/nomad/2019.12.10-8",
                    "state": "published",
                    "created": "2025-11-17T11:17:22Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:22Z",
            "record_modified": "2025-11-18T14:45:28Z"
        },
        {
            "id": "165daf5e-dcaf-4400-87a3-d5f9d49ec03e",
            "access_rights": {
                "id": "66ae7b0c-bdf2-4d32-bcfd-4c8166f0f2a5",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "570088e5-09fc-44a0-939d-8ebcbaab7a8a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "81974024-26a9-476a-9829-d84f0053fa77",
                        "name": "Annika Stuke",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4c2d8152-d625-4936-a920-abea2886c0a7",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "33544098-3a38-42a1-afe2-7c0a78442ca1",
                        "pref_label": {
                            "en": "NOMAD Repository",
                            "fi": "NOMAD Repository",
                            "sv": "NOMAD Repository"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is a Nomad repository entry."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-01-01",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.17172/nomad/2019.12.10-7",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://nomad-lab.eu/prod/v1/gui/dataset/doi/10.17172/NOMAD/2019.12.10-7"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 7"
            },
            "created": "2025-11-17T11:17:19Z",
            "modified": "2025-11-18T14:45:24Z",
            "dataset_versions": [
                {
                    "id": "165daf5e-dcaf-4400-87a3-d5f9d49ec03e",
                    "title": {
                        "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 7"
                    },
                    "persistent_identifier": "10.17172/nomad/2019.12.10-7",
                    "state": "published",
                    "created": "2025-11-17T11:17:19Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:19Z",
            "record_modified": "2025-11-18T14:45:25Z"
        },
        {
            "id": "60d8c998-ca85-4ebe-bc5a-02648c75c9b5",
            "access_rights": {
                "id": "f02d814b-d509-4661-9bda-4c9ae65c94bc",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "9bcffafa-8873-463d-989e-88cbeb339cea",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9218b075-739e-4808-bb3a-f6ff4b5aac06",
                        "name": "Annika Stuke",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "5b741733-d596-40f1-94b6-b712176e7e4a",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ef384b6e-ae69-455c-8eb3-4a0084928a33",
                        "pref_label": {
                            "en": "NOMAD Repository",
                            "fi": "NOMAD Repository",
                            "sv": "NOMAD Repository"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is a Nomad repository entry."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-01-01",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.17172/nomad/2019.12.10-5",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://nomad-lab.eu/prod/v1/gui/dataset/doi/10.17172/NOMAD/2019.12.10-5"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 5"
            },
            "created": "2025-11-17T11:17:16Z",
            "modified": "2025-11-18T14:45:20Z",
            "dataset_versions": [
                {
                    "id": "60d8c998-ca85-4ebe-bc5a-02648c75c9b5",
                    "title": {
                        "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 5"
                    },
                    "persistent_identifier": "10.17172/nomad/2019.12.10-5",
                    "state": "published",
                    "created": "2025-11-17T11:17:16Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:16Z",
            "record_modified": "2025-11-18T14:45:21Z"
        },
        {
            "id": "e68e10fc-89ba-423d-9a61-8f4c2a8f823c",
            "access_rights": {
                "id": "18b8f26b-8cec-465e-8489-ff2beafadd4a",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "dcc0e41b-bcb8-4059-a833-ff61807a89bf",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4c636133-0853-4b45-afa1-eba9ee64fabc",
                        "name": "Annika Stuke",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "1b69cfd4-49e1-4185-9cef-8388fa6ed198",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "2231c207-10d9-4a17-8532-89f7fb3dd55a",
                        "pref_label": {
                            "en": "NOMAD Repository",
                            "fi": "NOMAD Repository",
                            "sv": "NOMAD Repository"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is a Nomad repository entry."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-01-01",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.17172/nomad/2019.12.10-4",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://nomad-lab.eu/prod/v1/gui/dataset/doi/10.17172/NOMAD/2019.12.10-4"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 4"
            },
            "created": "2025-11-17T11:17:12Z",
            "modified": "2025-11-18T14:45:17Z",
            "dataset_versions": [
                {
                    "id": "e68e10fc-89ba-423d-9a61-8f4c2a8f823c",
                    "title": {
                        "en": "OE62 dataset: results of DFT PBE+vdW (vacuum) calculations - part 4"
                    },
                    "persistent_identifier": "10.17172/nomad/2019.12.10-4",
                    "state": "published",
                    "created": "2025-11-17T11:17:12Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:13Z",
            "record_modified": "2025-11-18T14:45:17Z"
        },
        {
            "id": "9ae5df8e-91fa-432a-b428-5b18660929c2",
            "access_rights": {
                "id": "581df5d0-2692-48e9-b427-f61f7c89e8bf",
                "license": [
                    {
                        "id": "60ce96ab-a581-4225-a652-bad746a435a2",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/notspecified",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "c9d319b9-ad1d-4e7e-97a6-95380c5a45c1",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "91a249b5-4241-4691-bf17-c28c847c8ac2",
                        "name": "Anna Ylinen",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "d2cf40e8-ff8f-4271-9656-609c58349e8d",
                        "pref_label": {
                            "en": "VTT Technical Research Centre of Finland",
                            "fi": "VTT Technical Research Centre of Finland Ltd.",
                            "sv": "VTT Technical Research Centre of Finland Ltd."
                        }
                    }
                },
                {
                    "id": "b6021adb-e887-475f-a897-f195a299144c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "eb5f8d8b-d0a7-410c-a4fc-23841a332990",
                        "name": "Jorg C. de Ruijter",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "d2cf40e8-ff8f-4271-9656-609c58349e8d",
                        "pref_label": {
                            "en": "VTT Technical Research Centre of Finland",
                            "fi": "VTT Technical Research Centre of Finland Ltd.",
                            "sv": "VTT Technical Research Centre of Finland Ltd."
                        }
                    }
                },
                {
                    "id": "6129a994-56b7-43e5-938a-3bd41ad4c569",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "7d43e195-1f4d-4895-848b-154f32f36e24",
                        "name": "Paula Jouhten",
                        "external_identifier": "https://orcid.org/0000-0003-1075-7448"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e6331ad1-a839-4006-8962-e7ff0685a6d6",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c0e0abd6-bfb8-4e3d-9599-4f73e7117e78",
                        "name": "Merja Penttilä",
                        "external_identifier": "https://orcid.org/0000-0002-6929-1032"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "dfb1398f-2337-41fb-9de9-f1a03747a525",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "2c53496a-69ba-4b8c-9fa3-d7da79298cfb",
                        "pref_label": {
                            "en": "figshare",
                            "fi": "figshare",
                            "sv": "figshare"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Abstract Replacement of petrochemical-based materials with microbially produced biodegradable alternatives calls for industrially attractive fermentation processes. Lignocellulosic materials offer non-edible alternatives for cultivated sugars, but require often use of expensive sugar releasing enzymes, such as β-glucosidases. These cellulose treatment costs could be reduced if microbial production hosts could use short cellodextrins such as cellobiose directly as their substrates. In this study, we demonstrate production of poly(hydroxybutyrate) (PHB) in yeast Saccharomyces cerevisiae using cellobiose as a sole carbon source. Yeast strains expressing PHB pathway genes from Cupriavidus necator and cellodextrin transporter gene CDT-1 from Neurospora crassa were complemented either with β-glucosidase gene GH1-1 from N. crassa or with cellobiose phosphorylase gene cbp from Ruminococcus flavefaciens. These cellobiose utilization routes either with Gh1-1 or Cbp enzymes differ in energetics and dynamics. However, both routes enabled higher PHB production per consumed sugar and higher PHB accumulation % of cell dry weight (CDW) than use of glucose as a carbon source. As expected, the strains with Gh1-1 consumed cellobiose faster than the strains with Cbp, both in flask and bioreactor batch cultures. In shake flasks, higher final PHB accumulation % of CDW was reached with Cbp route (10.0 ± 0.3%) than with Gh1-1 route (8.1 ± 0.2%). However, a higher PHB accumulation was achieved in better aerated and pH-controlled bioreactors, in comparison to shake flasks, and the relative performance of strains switched. In bioreactors, notable PHB accumulation levels per CDW of 13.4 ± 0.9% and 18.5 ± 3.9% were achieved with Cbp and Gh1-1 routes, respectively. The average molecular weights of accumulated PHB were similar using both routes; approximately 500 kDa and 450 kDa for strains expressing either cbp or GH1-1 genes, respectively. The formation of PHB with high molecular weights, combined with efficient cellobiose conversion, demonstrates a highly potential solution for improving attractiveness of sustainable polymer production using microbial cells."
            },
            "field_of_science": [
                {
                    "id": "e9745cdf-d0e1-4797-8fee-3324e5b2bee2",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta1182",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Biochemistry, cell and molecular biology",
                        "fi": "Biokemia, solu- ja molekyylibiologia",
                        "sv": "Biokemi, cell- och molekylärbiologi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-06-22",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.6084/m9.figshare.c.6057930.v1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://springernature.figshare.com/collections/PHB_production_from_cellobiose_with_Saccharomyces_cerevisiae/6057930/1"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "PHB production from cellobiose with Saccharomyces cerevisiae"
            },
            "created": "2025-11-17T11:17:07Z",
            "modified": "2025-11-18T14:45:13Z",
            "dataset_versions": [
                {
                    "id": "9ae5df8e-91fa-432a-b428-5b18660929c2",
                    "title": {
                        "en": "PHB production from cellobiose with Saccharomyces cerevisiae"
                    },
                    "persistent_identifier": "10.6084/m9.figshare.c.6057930.v1",
                    "state": "published",
                    "created": "2025-11-17T11:17:07Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:17:07Z",
            "record_modified": "2025-11-18T14:45:14Z"
        },
        {
            "id": "04279c0e-62a2-46ad-92c0-dfaee93d087f",
            "access_rights": {
                "id": "76bcf3b4-46a2-444e-8b6e-69e9593fe7e6",
                "license": [
                    {
                        "id": "7d6a0f01-91b4-421b-ace5-1d74a97bc7f2",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-3.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 3.0 Unported (CC BY 3.0)",
                            "fi": "Creative Commons Nimeä 3.0 Ei sovitettu (CC BY 3.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "db9bd633-e4af-41a7-b719-7aa529544b83",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9ec5c154-ad39-4b8c-ba9e-094a75723e6f",
                        "name": "Pasi Pyrrö",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "9e2e5601-7fd3-4370-ab08-259dd1f40996",
                        "pref_label": {
                            "en": "Department of Mathematics and Systems Analysis",
                            "fi": "Department of Mathematics and Systems Analysis",
                            "sv": "Department of Mathematics and Systems Analysis",
                            "und": "Department of Mathematics and Systems Analysis"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "17cf64df-03e9-4238-a83b-9e011906f4d3",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ff6e02ec-cdfa-437f-a4c3-f62c45fd2095",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Modified version of the HERIDAL dataset used to train and test the AIR detector."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-11-09",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5662350",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5662351"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "HERIDAL dataset in keras-retinanet PASCAL VOC format"
            },
            "created": "2025-11-17T11:16:54Z",
            "modified": "2025-11-18T14:45:09Z",
            "dataset_versions": [
                {
                    "id": "04279c0e-62a2-46ad-92c0-dfaee93d087f",
                    "title": {
                        "en": "HERIDAL dataset in keras-retinanet PASCAL VOC format"
                    },
                    "persistent_identifier": "10.5281/zenodo.5662350",
                    "state": "published",
                    "created": "2025-11-17T11:16:54Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:54Z",
            "record_modified": "2025-11-18T14:45:10Z"
        },
        {
            "id": "fc6a1a94-6cbb-4722-a9e5-0436084745a2",
            "access_rights": {
                "id": "1dea55ce-a6b3-4210-8f34-9a90b396d38a",
                "license": [
                    {
                        "id": "7d6a0f01-91b4-421b-ace5-1d74a97bc7f2",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-3.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 3.0 Unported (CC BY 3.0)",
                            "fi": "Creative Commons Nimeä 3.0 Ei sovitettu (CC BY 3.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "cc7f81d6-d4c8-457f-9e33-7bdd9a83a75f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "575533a8-cbb6-484d-9bf9-830754a08d59",
                        "name": "Pasi Pyrrö",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "9e2e5601-7fd3-4370-ab08-259dd1f40996",
                        "pref_label": {
                            "en": "Department of Mathematics and Systems Analysis",
                            "fi": "Department of Mathematics and Systems Analysis",
                            "sv": "Department of Mathematics and Systems Analysis",
                            "und": "Department of Mathematics and Systems Analysis"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "a8e8fffd-c564-42f2-a181-0b90baa17d2e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "7a025b91-688c-4cd7-9993-e2c3dd04939a",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "A couple of AIR detector test images from the HERIDAL dataset."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-11-09",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5662637",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5662638"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "AIR demo images"
            },
            "created": "2025-11-17T11:16:50Z",
            "modified": "2025-11-18T14:45:05Z",
            "dataset_versions": [
                {
                    "id": "fc6a1a94-6cbb-4722-a9e5-0436084745a2",
                    "title": {
                        "en": "AIR demo images"
                    },
                    "persistent_identifier": "10.5281/zenodo.5662637",
                    "state": "published",
                    "created": "2025-11-17T11:16:50Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:50Z",
            "record_modified": "2025-11-18T14:45:06Z"
        },
        {
            "id": "b4a72557-eaae-4a3c-8792-9485ac6c9700",
            "access_rights": {
                "id": "a37edcbe-1491-44cf-b6a9-52e87504ef61",
                "license": [
                    {
                        "id": "60ce96ab-a581-4225-a652-bad746a435a2",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/notspecified",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty"
                        }
                    }
                ],
                "access_type": {
                    "id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Restricted use",
                        "fi": "Saatavuutta rajoitettu"
                    }
                },
                "restriction_grounds": [
                    {
                        "id": "0ed3a2e1-6c11-4278-af67-c6713f838ecd",
                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access due to other reasons",
                            "fi": "Saatavuutta rajoitettu muulla perusteella",
                            "sv": "Begränsad åtkomst av övriga skäl"
                        }
                    }
                ]
            },
            "actors": [
                {
                    "id": "e2229f8b-e809-4841-9139-319063af29ba",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f27d8fa8-e54b-4c1f-9f59-0f18fdff654d",
                        "name": "Patrik Ollus",
                        "external_identifier": "https://orcid.org/0000-0003-2558-1457"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "80bcb798-3b8e-4daa-abc2-3cc43b763050",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "edb96efe-30a4-4f85-9cb2-a35afa8607cb",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Dataset used in paper \"Simulating the impact of charge exchange on beam ions in MAST-U\" to be submitted to PPCF"
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-10-29",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5618121",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5618122"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Simulating the impact of charge exchange on beam ions in MAST-U"
            },
            "created": "2025-11-17T11:16:47Z",
            "modified": "2025-11-18T14:45:02Z",
            "dataset_versions": [
                {
                    "id": "b4a72557-eaae-4a3c-8792-9485ac6c9700",
                    "title": {
                        "en": "Simulating the impact of charge exchange on beam ions in MAST-U"
                    },
                    "persistent_identifier": "10.5281/zenodo.5618121",
                    "state": "published",
                    "created": "2025-11-17T11:16:47Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:48Z",
            "record_modified": "2025-11-18T14:45:03Z"
        },
        {
            "id": "d1175780-4979-4c47-a816-58f1be5b1de6",
            "access_rights": {
                "id": "0e8bc297-d719-4891-bda9-36928b557a58",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "7fffcb16-9ba1-4b4f-9174-57e76f3444f9",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "ff5a1894-9f51-4edc-b52c-6c6f8814dd2f",
                        "name": "Fabio Priante",
                        "external_identifier": "https://orcid.org/0000-0001-7052-8570"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0d9bb3ca-cc7d-4174-83f5-d5fc9bb52101",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "d07b0229-2489-4fea-80fd-1e7aba6af57f",
                        "name": "Ygor Morais Jaques",
                        "external_identifier": "https://orcid.org/0000-0003-0114-9854"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "aa08bc4e-4dcc-4b77-9cb7-6e9a1a907555",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "6ccd15c0-c4df-4cc2-bbc6-23d8581387ba",
                        "name": "Adam S. Foster",
                        "external_identifier": "https://orcid.org/0000-0001-5371-5905"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "36406e3a-7e75-45fb-809f-8bd71dcdf074",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ae9d56a6-b0ff-45b8-a2e1-e0fccfc03251",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is the data repository for the paper \"­Probing the structural details of chitin nanocrystal-water interfaces by three-dimensional atomic force microscopy\" by Ayhan Yurtsever, Pei-Xi Wang, Fabio Priante, Ygor Morais Jaques, Kazuki Miyata, Mark J. MacLachlan, Adam S. Foster, and Takeshi Fukuma.\r\n\r\nIt contains:\r\n\r\n- The system's starting geometry (water-chitin.pdb)\r\n\r\n- The production trajectory, in .dcd format (nvt_prod_chitin.tar.xz, uncompressed size 1.9 GB)\r\n\r\n- The resulting water density, in .cube format, computed on each of the chitin surfaces (chitin_cube_densities_vmd.tar.xz, uncompressed size 3.1 GB)"
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-10-20",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5578599",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5578600"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Molecular dynamics simulation of chitin nanocrystal-water interfaces"
            },
            "created": "2025-11-17T11:16:44Z",
            "modified": "2025-11-18T14:44:58Z",
            "dataset_versions": [
                {
                    "id": "d1175780-4979-4c47-a816-58f1be5b1de6",
                    "title": {
                        "en": "Molecular dynamics simulation of chitin nanocrystal-water interfaces"
                    },
                    "persistent_identifier": "10.5281/zenodo.5578599",
                    "state": "published",
                    "created": "2025-11-17T11:16:44Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:44Z",
            "record_modified": "2025-11-18T14:44:59Z"
        },
        {
            "id": "6114cbf2-eb81-412a-937e-c642cab7b301",
            "access_rights": {
                "id": "135994e3-0f8b-4c37-8732-af4fedd6fbd3",
                "license": [
                    {
                        "id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Other",
                            "fi": "Muu"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "567c9858-53ad-410f-a0c6-9927d12220ba",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c7062058-4a53-42e2-aa26-364df5eebee1",
                        "name": "Henrikki Tenkanen",
                        "external_identifier": "https://orcid.org/0000-0002-0918-4710"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "pref_label": {
                            "en": "Department of Built Environment",
                            "fi": "Department of Built Environment",
                            "sv": "Department of Built Environment",
                            "und": "Department of Built Environment"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3c527978-8d68-482c-99f6-25f5d76a6f81",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "18018186-fa24-4d76-ab7b-1b841e302cb1",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Support Python 3.9 (#122, #106)Use Github Actions for CI (#95)Drop Travis CI (#95)Add contribution guidelines (#90)Follow PEP8 style guide and add linting test for CI using Black \r\n\r\nThe title and description of this software correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-10-27",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.3755057",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5561232"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "HTenkanen/pyrosm: v0.6.1"
            },
            "created": "2025-11-17T11:16:41Z",
            "modified": "2025-11-18T14:44:54Z",
            "dataset_versions": [
                {
                    "id": "6114cbf2-eb81-412a-937e-c642cab7b301",
                    "title": {
                        "en": "HTenkanen/pyrosm: v0.6.1"
                    },
                    "persistent_identifier": "10.5281/zenodo.3755057",
                    "state": "published",
                    "created": "2025-11-17T11:16:41Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:41Z",
            "record_modified": "2025-11-18T14:44:55Z"
        },
        {
            "id": "5a7d3297-389b-498f-a499-9a6e7ae7837a",
            "access_rights": {
                "id": "beb82210-340a-4c85-9b8e-721dc055f2e3",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "7a9a73ea-4231-4aea-a9b3-44906c5e1921",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "11bbf0fc-c12f-4930-8e80-76f722bb8d1c",
                        "name": "Fabian Fagerholm",
                        "external_identifier": "https://orcid.org/0000-0002-7298-3021"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0703b432-e86a-41af-bed4-0df89472ad80",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5a48711a-64ef-4be2-9174-586abea45892",
                        "name": "Michael Felderer"
                    },
                    "organization": {
                        "id": "44784f2f-bd89-4b26-9823-b8736f59bc44",
                        "pref_label": {
                            "en": "Innsbruck Medical University",
                            "fi": "Innsbruck Medical University",
                            "sv": "Innsbruck Medical University"
                        }
                    }
                },
                {
                    "id": "8178c560-d98b-4f96-8505-30b5d66ec16a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4f201366-455e-4c5e-8207-3ec013e38cf9",
                        "name": "Davide Fucci"
                    },
                    "organization": {
                        "id": "4b82acba-c8d8-48fe-a693-f4f6f95fb5f4",
                        "pref_label": {
                            "en": "Blekinge Institute of Technology",
                            "fi": "Blekinge Tekniska Högskola",
                            "sv": "Blekinge Tekniska Högskola"
                        }
                    }
                },
                {
                    "id": "4481441e-6220-4705-9bf8-70c0b9564eda",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5e9ee382-0e04-4485-ba66-faf263816f80",
                        "name": "Michael Unterkalmsteiner"
                    },
                    "organization": {
                        "id": "4b82acba-c8d8-48fe-a693-f4f6f95fb5f4",
                        "pref_label": {
                            "en": "Blekinge Institute of Technology",
                            "fi": "Blekinge Tekniska Högskola",
                            "sv": "Blekinge Tekniska Högskola"
                        }
                    }
                },
                {
                    "id": "3b1f4312-5592-4379-85bc-93b6dcce87f5",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f143effd-8a8c-4caa-b973-609f24a26d73",
                        "name": "Bogdan Marculescu"
                    },
                    "organization": {
                        "id": "adeb6beb-83c8-4696-af92-f58fd6ee2d9d",
                        "pref_label": {
                            "en": "Kristiania University College"
                        }
                    }
                },
                {
                    "id": "ae9bdf5f-0b4f-4eb8-8ee8-c46497b0b447",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4edaf7e1-8a86-4e74-bf57-484403dbf7e4",
                        "name": "Markus Martini"
                    },
                    "organization": {
                        "id": "44784f2f-bd89-4b26-9823-b8736f59bc44",
                        "pref_label": {
                            "en": "Innsbruck Medical University",
                            "fi": "Innsbruck Medical University",
                            "sv": "Innsbruck Medical University"
                        }
                    }
                },
                {
                    "id": "2e0c1d5e-997d-4e2c-92a0-404ae6f49cb9",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "84d0841d-9d19-4ba5-ab5d-e3e93cb94431",
                        "name": "Lars Goran Wallgren Tengberg"
                    },
                    "organization": {
                        "id": "01008e1e-c934-400c-8a96-5a98df6d73f1",
                        "pref_label": {
                            "en": "University of Gothenburg",
                            "fi": "University of Gothenburg",
                            "sv": "University of Gothenburg"
                        }
                    }
                },
                {
                    "id": "5514a6ac-e513-4984-b1eb-498331c6254e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "23612238-5655-47fe-bdfb-927e7cf0015a",
                        "name": "Robert Feldt"
                    },
                    "organization": {
                        "id": "92e117e6-fa0c-4b5d-9edd-0fdcf6c00e29",
                        "pref_label": {
                            "en": "Chalmers University of Technology",
                            "fi": "Chalmers University of Technology",
                            "sv": "Chalmers University of Technology"
                        }
                    }
                },
                {
                    "id": "c6b55e38-7c8c-4d25-8a55-af97a08104c2",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f5af9bc4-bd47-4140-887e-f3c92bbe7eeb",
                        "name": "Bettina Lehtelä",
                        "external_identifier": "https://orcid.org/0000-0002-2814-4386"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "2a27e6ee-bdfd-41dd-be55-55be9aa13195",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "8a8fc899-8098-48f8-a701-f34abf286724",
                        "name": "Balazs Nagyvaradi"
                    },
                    "organization": {
                        "id": "9e2e5601-7fd3-4370-ab08-259dd1f40996",
                        "pref_label": {
                            "en": "Department of Mathematics and Systems Analysis",
                            "fi": "Department of Mathematics and Systems Analysis",
                            "sv": "Department of Mathematics and Systems Analysis",
                            "und": "Department of Mathematics and Systems Analysis"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "44ac321e-2f5b-49b5-8e0a-cb513a2bd95c",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "76c0acf5-722d-4f29-8b42-96b0dc517d2c",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Replication package for the paper \"Cognition in Software Engineering: A Taxonomy and Survey of a Half-Century of Research\" published in ACM Survey"
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-10-04",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5548361",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5845968"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data set and supplementary files for Cognition in Software Engineering: A Taxonomy and Survey of a Half-Century of Research"
            },
            "created": "2025-11-17T11:16:38Z",
            "modified": "2025-11-18T14:44:50Z",
            "dataset_versions": [
                {
                    "id": "5a7d3297-389b-498f-a499-9a6e7ae7837a",
                    "title": {
                        "en": "Data set and supplementary files for Cognition in Software Engineering: A Taxonomy and Survey of a Half-Century of Research"
                    },
                    "persistent_identifier": "10.5281/zenodo.5548361",
                    "state": "published",
                    "created": "2025-11-17T11:16:38Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:38Z",
            "record_modified": "2025-11-18T14:44:52Z"
        },
        {
            "id": "dd64e7e5-23d8-4a7f-8957-fe73b33fa8f4",
            "access_rights": {
                "id": "1f717d0a-cc0b-4d44-8bd6-dbf7c282b4d0",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "a067bcc2-4552-4457-91f9-d0d866d79766",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a29d0dd0-6051-404a-98a0-b3be71604e5f",
                        "name": "Fabian Fagerholm",
                        "external_identifier": "https://orcid.org/0000-0002-7298-3021"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0bb6a91d-0599-4b74-aab5-8357a176642f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "d3587c71-a56b-44a1-aff5-b518a2e0eb32",
                        "name": "Michael Felderer"
                    },
                    "organization": {
                        "id": "0fba5a43-2b23-4b89-8a32-c82180ac657f",
                        "pref_label": {
                            "en": "Blekinge Institute of Technology",
                            "fi": "Blekinge Tekniska Högskola",
                            "sv": "Blekinge Tekniska Högskola"
                        }
                    }
                },
                {
                    "id": "b8a0d66b-fd68-48da-b5a9-59b93c0eadc0",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "77627c3d-e10e-481f-bf6b-1f9fe123a532",
                        "name": "Davide Fucci"
                    },
                    "organization": {
                        "id": "0fba5a43-2b23-4b89-8a32-c82180ac657f",
                        "pref_label": {
                            "en": "Blekinge Institute of Technology",
                            "fi": "Blekinge Tekniska Högskola",
                            "sv": "Blekinge Tekniska Högskola"
                        }
                    }
                },
                {
                    "id": "8bb42347-1dae-49ad-99fa-d0cca725258f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "8b890580-6f60-48d7-9338-6053a3522323",
                        "name": "Michael Unterkalmsteiner"
                    },
                    "organization": {
                        "id": "0fba5a43-2b23-4b89-8a32-c82180ac657f",
                        "pref_label": {
                            "en": "Blekinge Institute of Technology",
                            "fi": "Blekinge Tekniska Högskola",
                            "sv": "Blekinge Tekniska Högskola"
                        }
                    }
                },
                {
                    "id": "5d565e41-d2ea-4260-b23c-33e4ea61dbd7",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "35f3606f-402f-46c7-8d8a-9a78bcda5cb5",
                        "name": "Bodgan Marculescu"
                    },
                    "organization": {
                        "id": "183b07ee-e5d9-4f2b-b2f1-5cd85a41a048",
                        "pref_label": {
                            "en": "Kristiania University College"
                        }
                    }
                },
                {
                    "id": "916e29e9-9652-48e4-8aec-c66fe4dec797",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "43f82f2d-a016-4673-baaa-2ba06e876159",
                        "name": "Markus Martini"
                    },
                    "organization": {
                        "id": "f760dd20-4f44-4a13-a4c8-767eb62a1e5f",
                        "pref_label": {
                            "en": "Innsbruck Medical University",
                            "fi": "Innsbruck Medical University",
                            "sv": "Innsbruck Medical University"
                        }
                    }
                },
                {
                    "id": "daea6db3-5162-477a-a4b6-4f7f0069de95",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b80d884f-5304-4fec-93ae-2983577ca600",
                        "name": "Lars Goran Wallgren Tengberg"
                    },
                    "organization": {
                        "id": "0c9ad016-e369-480c-a64d-baaf9cad4ad2",
                        "pref_label": {
                            "en": "University of Gothenburg",
                            "fi": "University of Gothenburg",
                            "sv": "University of Gothenburg"
                        }
                    }
                },
                {
                    "id": "249ff25d-a324-4267-94ce-50104a458ae4",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "dd011e72-50ad-4ceb-a33f-30797dbf7633",
                        "name": "Robert Feldt"
                    },
                    "organization": {
                        "id": "8609f816-f62f-4811-86b9-475a56374bcd",
                        "pref_label": {
                            "en": "Chalmers University of Technology",
                            "fi": "Chalmers University of Technology",
                            "sv": "Chalmers University of Technology"
                        }
                    }
                },
                {
                    "id": "1a1e1a34-07fa-4233-a8b8-a9afc519120f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "223c4485-0075-4167-b342-f2a721ccaac8",
                        "name": "Bettina Schillinger",
                        "external_identifier": "https://orcid.org/0000-0002-2814-4386"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "03cd0cf7-7507-40d0-8782-7b256e37ef71",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "243be027-a488-4d74-89fb-2e1325497010",
                        "name": "Balazs Nagyvardi"
                    },
                    "organization": {
                        "id": "39d267f8-cc3d-4783-83ba-f48120209edb",
                        "pref_label": {
                            "en": "Aalto University",
                            "fi": "Aalto University",
                            "sv": "Aalto University"
                        }
                    }
                },
                {
                    "id": "ace8202e-0e6d-4f5a-b76e-0cc21c54ff74",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "07a6f352-6c57-42b6-a613-4085b522e25e",
                        "name": "Jehan Khattak"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "pref_label": {
                            "en": "Department of Computer Science",
                            "fi": "Department of Computer Science",
                            "sv": "Department of Computer Science",
                            "und": "Department of Computer Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "8eb1e768-c7e8-445e-a005-c2a9143f64b0",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "acade7d3-70b1-407f-a44a-929d9228e5e0",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset includes the primary studies selected for literature review on cognition in software engineering."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2021-10-01",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "ac3f9596-0e50-4ac1-9c16-1e143e4e60b5",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "10.5281/zenodo.5542990",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/record/5542991"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Research on Cognition in Software Engineering"
            },
            "created": "2025-11-17T11:16:34Z",
            "modified": "2025-11-18T14:44:46Z",
            "dataset_versions": [
                {
                    "id": "dd64e7e5-23d8-4a7f-8957-fe73b33fa8f4",
                    "title": {
                        "en": "Research on Cognition in Software Engineering"
                    },
                    "persistent_identifier": "10.5281/zenodo.5542990",
                    "state": "published",
                    "created": "2025-11-17T11:16:34Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2025-11-17T11:16:34Z",
            "record_modified": "2025-11-18T14:44:47Z"
        }
    ]
}