ECRIN – CESSDA strategies for cross metadata mappings in selected areas between life sciences and social sciences and humanities Article Swipe
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.12688/openreseurope.16284.1
Background:The recent COVID-19 pandemic dramatically underlined the multi-faceted nature of health research, requiring input from basic biological sciences, pharmaceutical technologies, clinical research), social sciences and public health and social engineering. Systems that could work across different disciplines would therefore seem to be a useful idea to explore. In this study we investigated whether metadata schemas and vocabularies used for discovering scientific studies and resources in the social sciences and humanities and in clinical research are similar enough to allow information from different source disciplines to be easily retrieved and presented together.Methods:As a first step a literature search was performed, exemplarily identifying studies and resources, in which data from social sciences and the humanities have been usefully employed or integrated with that from clinical research and clinical trials. In a second step a comparison of metadata schemas and related resource catalogues in ECRIN (European Clinical Research Infrastructure Network) and CESSDA (Consortium of European Social Science Data Archives) was performed. The focus was on discovery metadata, here defined as the metadata elements used to identify and locate scientific resources.Results:A close view at the metadata schemas of CESSDA and ECRIN and the basic discovery metadata as well as a crosswalk between ECRIN and CESSDA metadata schemas have shown that there is considerable resemblance between them.Conclusions:The resemblance could serve as a promising starting point to implement a common search mechanism for ECRIN and CESSDA metadata. In the paper four different options for how to proceed with implementation issues are presented.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.12688/openreseurope.16284.1
- OA Status
- gold
- References
- 18
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4387810082
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4387810082Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.12688/openreseurope.16284.1Digital Object Identifier
- Title
-
ECRIN – CESSDA strategies for cross metadata mappings in selected areas between life sciences and social sciences and humanitiesWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-10-20Full publication date if available
- Authors
-
Christian Ohmann, Katja Moilanen, Mari Kleemola, Steve Canham, Maria PanagiotopoulouList of authors in order
- Landing page
-
https://doi.org/10.12688/openreseurope.16284.1Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.12688/openreseurope.16284.1Direct OA link when available
- Concepts
-
Metadata, Sociology, Humanities, Library science, Data science, Computer science, Geography, World Wide Web, PhilosophyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
18Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4387810082 |
|---|---|
| doi | https://doi.org/10.12688/openreseurope.16284.1 |
| ids.doi | https://doi.org/10.12688/openreseurope.16284.1 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/37965479 |
| ids.openalex | https://openalex.org/W4387810082 |
| fwci | 0.0 |
| type | article |
| title | ECRIN – CESSDA strategies for cross metadata mappings in selected areas between life sciences and social sciences and humanities |
| awards[0].id | https://openalex.org/G4137814424 |
| awards[0].funder_id | https://openalex.org/F4320334322 |
| awards[0].display_name | |
| awards[0].funder_award_id | 101046203 |
| awards[0].funder_display_name | HORIZON EUROPE Framework Programme |
| biblio.issue | |
| biblio.volume | 3 |
| biblio.last_page | 180 |
| biblio.first_page | 180 |
| topics[0].id | https://openalex.org/T11710 |
| topics[0].field.id | https://openalex.org/fields/13 |
| topics[0].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[0].score | 0.9555000066757202 |
| topics[0].domain.id | https://openalex.org/domains/1 |
| topics[0].domain.display_name | Life Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1312 |
| topics[0].subfield.display_name | Molecular Biology |
| topics[0].display_name | Biomedical Text Mining and Ontologies |
| topics[1].id | https://openalex.org/T11937 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9520999789237976 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1710 |
| topics[1].subfield.display_name | Information Systems |
| topics[1].display_name | Research Data Management Practices |
| topics[2].id | https://openalex.org/T10102 |
| topics[2].field.id | https://openalex.org/fields/18 |
| topics[2].field.display_name | Decision Sciences |
| topics[2].score | 0.9176999926567078 |
| topics[2].domain.id | https://openalex.org/domains/2 |
| topics[2].domain.display_name | Social Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1804 |
| topics[2].subfield.display_name | Statistics, Probability and Uncertainty |
| topics[2].display_name | scientometrics and bibliometrics research |
| funders[0].id | https://openalex.org/F4320334322 |
| funders[0].ror | |
| funders[0].display_name | HORIZON EUROPE Framework Programme |
| is_xpac | False |
| apc_list.value | 780 |
| apc_list.currency | EUR |
| apc_list.value_usd | 841 |
| apc_paid.value | 780 |
| apc_paid.currency | EUR |
| apc_paid.value_usd | 841 |
| concepts[0].id | https://openalex.org/C93518851 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8029593229293823 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q180160 |
| concepts[0].display_name | Metadata |
| concepts[1].id | https://openalex.org/C144024400 |
| concepts[1].level | 0 |
| concepts[1].score | 0.4568434953689575 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21201 |
| concepts[1].display_name | Sociology |
| concepts[2].id | https://openalex.org/C15708023 |
| concepts[2].level | 1 |
| concepts[2].score | 0.4307372570037842 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q80083 |
| concepts[2].display_name | Humanities |
| concepts[3].id | https://openalex.org/C161191863 |
| concepts[3].level | 1 |
| concepts[3].score | 0.4053995609283447 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q199655 |
| concepts[3].display_name | Library science |
| concepts[4].id | https://openalex.org/C2522767166 |
| concepts[4].level | 1 |
| concepts[4].score | 0.3537253141403198 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q2374463 |
| concepts[4].display_name | Data science |
| concepts[5].id | https://openalex.org/C41008148 |
| concepts[5].level | 0 |
| concepts[5].score | 0.3325038552284241 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[5].display_name | Computer science |
| concepts[6].id | https://openalex.org/C205649164 |
| concepts[6].level | 0 |
| concepts[6].score | 0.33146119117736816 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q1071 |
| concepts[6].display_name | Geography |
| concepts[7].id | https://openalex.org/C136764020 |
| concepts[7].level | 1 |
| concepts[7].score | 0.2873985469341278 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q466 |
| concepts[7].display_name | World Wide Web |
| concepts[8].id | https://openalex.org/C138885662 |
| concepts[8].level | 0 |
| concepts[8].score | 0.15729555487632751 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q5891 |
| concepts[8].display_name | Philosophy |
| keywords[0].id | https://openalex.org/keywords/metadata |
| keywords[0].score | 0.8029593229293823 |
| keywords[0].display_name | Metadata |
| keywords[1].id | https://openalex.org/keywords/sociology |
| keywords[1].score | 0.4568434953689575 |
| keywords[1].display_name | Sociology |
| keywords[2].id | https://openalex.org/keywords/humanities |
| keywords[2].score | 0.4307372570037842 |
| keywords[2].display_name | Humanities |
| keywords[3].id | https://openalex.org/keywords/library-science |
| keywords[3].score | 0.4053995609283447 |
| keywords[3].display_name | Library science |
| keywords[4].id | https://openalex.org/keywords/data-science |
| keywords[4].score | 0.3537253141403198 |
| keywords[4].display_name | Data science |
| keywords[5].id | https://openalex.org/keywords/computer-science |
| keywords[5].score | 0.3325038552284241 |
| keywords[5].display_name | Computer science |
| keywords[6].id | https://openalex.org/keywords/geography |
| keywords[6].score | 0.33146119117736816 |
| keywords[6].display_name | Geography |
| keywords[7].id | https://openalex.org/keywords/world-wide-web |
| keywords[7].score | 0.2873985469341278 |
| keywords[7].display_name | World Wide Web |
| keywords[8].id | https://openalex.org/keywords/philosophy |
| keywords[8].score | 0.15729555487632751 |
| keywords[8].display_name | Philosophy |
| language | en |
| locations[0].id | doi:10.12688/openreseurope.16284.1 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210238080 |
| locations[0].source.issn | 2732-5121 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2732-5121 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Open Research Europe |
| locations[0].source.host_organization | https://openalex.org/P4310321968 |
| locations[0].source.host_organization_name | European Commission |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310321968 |
| locations[0].source.host_organization_lineage_names | European Commission |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Open Research Europe |
| locations[0].landing_page_url | https://doi.org/10.12688/openreseurope.16284.1 |
| locations[1].id | pmid:37965479 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Open research Europe |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/37965479 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:10643878 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | cc-by |
| locations[2].pdf_url | https://pmc.ncbi.nlm.nih.gov/articles/PMC10643878/pdf/openreseurope-3-18328.pdf |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | https://openalex.org/licenses/cc-by |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Open Res Eur |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/10643878 |
| locations[3].id | pmh:oai:doaj.org/article:4a6deb0055f142c8868a442aa64b8f92 |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306401280 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | article |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | Open Research Europe, Vol 3 (2023) |
| locations[3].landing_page_url | https://doaj.org/article/4a6deb0055f142c8868a442aa64b8f92 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5050344020 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-5919-1003 |
| authorships[0].author.display_name | Christian Ohmann |
| authorships[0].countries | FR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210150983 |
| authorships[0].affiliations[0].raw_affiliation_string | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| authorships[0].institutions[0].id | https://openalex.org/I4210150983 |
| authorships[0].institutions[0].ror | https://ror.org/051ycea61 |
| authorships[0].institutions[0].type | nonprofit |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210150983 |
| authorships[0].institutions[0].country_code | FR |
| authorships[0].institutions[0].display_name | European Clinical Research Infrastructure Network |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Christian Ohmann |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| authorships[1].author.id | https://openalex.org/A5009710570 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-7668-5427 |
| authorships[1].author.display_name | Katja Moilanen |
| authorships[1].countries | FI |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210122251, https://openalex.org/I4387154442 |
| authorships[1].affiliations[0].raw_affiliation_string | Finnish Social Science Data Archive, Tampere, 33014, Finland. |
| authorships[1].institutions[0].id | https://openalex.org/I4387154442 |
| authorships[1].institutions[0].ror | https://ror.org/05wmhj005 |
| authorships[1].institutions[0].type | archive |
| authorships[1].institutions[0].lineage | https://openalex.org/I4387154442 |
| authorships[1].institutions[0].country_code | |
| authorships[1].institutions[0].display_name | Finnish Social Science Data Archive |
| authorships[1].institutions[1].id | https://openalex.org/I4210122251 |
| authorships[1].institutions[1].ror | https://ror.org/02qs38f38 |
| authorships[1].institutions[1].type | nonprofit |
| authorships[1].institutions[1].lineage | https://openalex.org/I4210122251 |
| authorships[1].institutions[1].country_code | FI |
| authorships[1].institutions[1].display_name | Finnish Youth Research Society |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Katja Moilanen |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Finnish Social Science Data Archive, Tampere, 33014, Finland. |
| authorships[2].author.id | https://openalex.org/A5003940700 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-8855-5075 |
| authorships[2].author.display_name | Mari Kleemola |
| authorships[2].countries | FI |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210122251, https://openalex.org/I4387154442 |
| authorships[2].affiliations[0].raw_affiliation_string | Finnish Social Science Data Archive, Tampere, 33014, Finland. |
| authorships[2].institutions[0].id | https://openalex.org/I4387154442 |
| authorships[2].institutions[0].ror | https://ror.org/05wmhj005 |
| authorships[2].institutions[0].type | archive |
| authorships[2].institutions[0].lineage | https://openalex.org/I4387154442 |
| authorships[2].institutions[0].country_code | |
| authorships[2].institutions[0].display_name | Finnish Social Science Data Archive |
| authorships[2].institutions[1].id | https://openalex.org/I4210122251 |
| authorships[2].institutions[1].ror | https://ror.org/02qs38f38 |
| authorships[2].institutions[1].type | nonprofit |
| authorships[2].institutions[1].lineage | https://openalex.org/I4210122251 |
| authorships[2].institutions[1].country_code | FI |
| authorships[2].institutions[1].display_name | Finnish Youth Research Society |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Mari Kleemola |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Finnish Social Science Data Archive, Tampere, 33014, Finland. |
| authorships[3].author.id | https://openalex.org/A5049262700 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-4409-8834 |
| authorships[3].author.display_name | Steve Canham |
| authorships[3].countries | FR |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210150983 |
| authorships[3].affiliations[0].raw_affiliation_string | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| authorships[3].institutions[0].id | https://openalex.org/I4210150983 |
| authorships[3].institutions[0].ror | https://ror.org/051ycea61 |
| authorships[3].institutions[0].type | nonprofit |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210150983 |
| authorships[3].institutions[0].country_code | FR |
| authorships[3].institutions[0].display_name | European Clinical Research Infrastructure Network |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Steve Canham |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| authorships[4].author.id | https://openalex.org/A5051791229 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-4221-7254 |
| authorships[4].author.display_name | Maria Panagiotopoulou |
| authorships[4].countries | FR |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210150983 |
| authorships[4].affiliations[0].raw_affiliation_string | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| authorships[4].institutions[0].id | https://openalex.org/I4210150983 |
| authorships[4].institutions[0].ror | https://ror.org/051ycea61 |
| authorships[4].institutions[0].type | nonprofit |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210150983 |
| authorships[4].institutions[0].country_code | FR |
| authorships[4].institutions[0].display_name | European Clinical Research Infrastructure Network |
| authorships[4].author_position | last |
| authorships[4].raw_author_name | Maria Panagiotopoulou |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | European Clinical Research Infrastructure Network, 30 Bd Saint-Jacques, Paris, 75014, France. |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.12688/openreseurope.16284.1 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2023-10-21T00:00:00 |
| display_name | ECRIN – CESSDA strategies for cross metadata mappings in selected areas between life sciences and social sciences and humanities |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11710 |
| primary_topic.field.id | https://openalex.org/fields/13 |
| primary_topic.field.display_name | Biochemistry, Genetics and Molecular Biology |
| primary_topic.score | 0.9555000066757202 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1312 |
| primary_topic.subfield.display_name | Molecular Biology |
| primary_topic.display_name | Biomedical Text Mining and Ontologies |
| related_works | https://openalex.org/W4391375266, https://openalex.org/W2748952813, https://openalex.org/W2058118494, https://openalex.org/W2392768766, https://openalex.org/W2382021449, https://openalex.org/W2095118173, https://openalex.org/W2106424170, https://openalex.org/W1985426483, https://openalex.org/W2501188010, https://openalex.org/W4299935056 |
| cited_by_count | 0 |
| locations_count | 4 |
| best_oa_location.id | doi:10.12688/openreseurope.16284.1 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210238080 |
| best_oa_location.source.issn | 2732-5121 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2732-5121 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Open Research Europe |
| best_oa_location.source.host_organization | https://openalex.org/P4310321968 |
| best_oa_location.source.host_organization_name | European Commission |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310321968 |
| best_oa_location.source.host_organization_lineage_names | European Commission |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Open Research Europe |
| best_oa_location.landing_page_url | https://doi.org/10.12688/openreseurope.16284.1 |
| primary_location.id | doi:10.12688/openreseurope.16284.1 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210238080 |
| primary_location.source.issn | 2732-5121 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2732-5121 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Open Research Europe |
| primary_location.source.host_organization | https://openalex.org/P4310321968 |
| primary_location.source.host_organization_name | European Commission |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310321968 |
| primary_location.source.host_organization_lineage_names | European Commission |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Open Research Europe |
| primary_location.landing_page_url | https://doi.org/10.12688/openreseurope.16284.1 |
| publication_date | 2023-10-20 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W3200345947, https://openalex.org/W6912724661, https://openalex.org/W2787315064, https://openalex.org/W2505234418, https://openalex.org/W1981211217, https://openalex.org/W2113938984, https://openalex.org/W3080440649, https://openalex.org/W3186749227, https://openalex.org/W4313493798, https://openalex.org/W3162528142, https://openalex.org/W2147548904, https://openalex.org/W3090309434, https://openalex.org/W4292622314, https://openalex.org/W4287022651, https://openalex.org/W4287182297, https://openalex.org/W4392622672, https://openalex.org/W2105460297, https://openalex.org/W4360603387 |
| referenced_works_count | 18 |
| abstract_inverted_index.a | 42, 91, 94, 128, 131, 195, 216, 222 |
| abstract_inverted_index.In | 47, 127, 231 |
| abstract_inverted_index.as | 166, 192, 194, 215 |
| abstract_inverted_index.at | 179 |
| abstract_inverted_index.be | 41, 85 |
| abstract_inverted_index.in | 64, 71, 104, 140 |
| abstract_inverted_index.is | 207 |
| abstract_inverted_index.of | 9, 133, 150, 183 |
| abstract_inverted_index.on | 161 |
| abstract_inverted_index.or | 117 |
| abstract_inverted_index.to | 40, 45, 77, 84, 171, 220, 239 |
| abstract_inverted_index.we | 50 |
| abstract_inverted_index.The | 158 |
| abstract_inverted_index.and | 24, 27, 55, 62, 68, 70, 88, 102, 110, 124, 136, 147, 173, 185, 187, 199, 228 |
| abstract_inverted_index.are | 74, 244 |
| abstract_inverted_index.for | 58, 226, 237 |
| abstract_inverted_index.how | 238 |
| abstract_inverted_index.the | 6, 65, 111, 167, 180, 188, 232 |
| abstract_inverted_index.was | 97, 156, 160 |
| abstract_inverted_index.Data | 154 |
| abstract_inverted_index.been | 114 |
| abstract_inverted_index.data | 106 |
| abstract_inverted_index.four | 234 |
| abstract_inverted_index.from | 14, 80, 107, 121 |
| abstract_inverted_index.have | 113, 203 |
| abstract_inverted_index.here | 164 |
| abstract_inverted_index.idea | 44 |
| abstract_inverted_index.seem | 39 |
| abstract_inverted_index.step | 93, 130 |
| abstract_inverted_index.that | 31, 120, 205 |
| abstract_inverted_index.this | 48 |
| abstract_inverted_index.used | 57, 170 |
| abstract_inverted_index.view | 178 |
| abstract_inverted_index.well | 193 |
| abstract_inverted_index.with | 119, 241 |
| abstract_inverted_index.work | 33 |
| abstract_inverted_index.ECRIN | 141, 186, 198, 227 |
| abstract_inverted_index.allow | 78 |
| abstract_inverted_index.basic | 15, 189 |
| abstract_inverted_index.close | 177 |
| abstract_inverted_index.could | 32, 213 |
| abstract_inverted_index.first | 92 |
| abstract_inverted_index.focus | 159 |
| abstract_inverted_index.input | 13 |
| abstract_inverted_index.paper | 233 |
| abstract_inverted_index.point | 219 |
| abstract_inverted_index.serve | 214 |
| abstract_inverted_index.shown | 204 |
| abstract_inverted_index.study | 49 |
| abstract_inverted_index.there | 206 |
| abstract_inverted_index.which | 105 |
| abstract_inverted_index.would | 37 |
| abstract_inverted_index.CESSDA | 148, 184, 200, 229 |
| abstract_inverted_index.Social | 152 |
| abstract_inverted_index.across | 34 |
| abstract_inverted_index.common | 223 |
| abstract_inverted_index.easily | 86 |
| abstract_inverted_index.enough | 76 |
| abstract_inverted_index.health | 10, 26 |
| abstract_inverted_index.issues | 243 |
| abstract_inverted_index.locate | 174 |
| abstract_inverted_index.nature | 8 |
| abstract_inverted_index.public | 25 |
| abstract_inverted_index.recent | 1 |
| abstract_inverted_index.search | 96, 224 |
| abstract_inverted_index.second | 129 |
| abstract_inverted_index.social | 22, 28, 66, 108 |
| abstract_inverted_index.source | 82 |
| abstract_inverted_index.useful | 43 |
| abstract_inverted_index.Science | 153 |
| abstract_inverted_index.Systems | 30 |
| abstract_inverted_index.between | 197, 210 |
| abstract_inverted_index.defined | 165 |
| abstract_inverted_index.options | 236 |
| abstract_inverted_index.proceed | 240 |
| abstract_inverted_index.related | 137 |
| abstract_inverted_index.schemas | 54, 135, 182, 202 |
| abstract_inverted_index.similar | 75 |
| abstract_inverted_index.studies | 61, 101 |
| abstract_inverted_index.trials. | 126 |
| abstract_inverted_index.whether | 52 |
| abstract_inverted_index.COVID-19 | 2 |
| abstract_inverted_index.Clinical | 143 |
| abstract_inverted_index.European | 151 |
| abstract_inverted_index.Network) | 146 |
| abstract_inverted_index.Research | 144 |
| abstract_inverted_index.clinical | 20, 72, 122, 125 |
| abstract_inverted_index.elements | 169 |
| abstract_inverted_index.employed | 116 |
| abstract_inverted_index.explore. | 46 |
| abstract_inverted_index.identify | 172 |
| abstract_inverted_index.metadata | 53, 134, 168, 181, 191, 201 |
| abstract_inverted_index.pandemic | 3 |
| abstract_inverted_index.research | 73, 123 |
| abstract_inverted_index.resource | 138 |
| abstract_inverted_index.sciences | 23, 67, 109 |
| abstract_inverted_index.starting | 218 |
| abstract_inverted_index.usefully | 115 |
| abstract_inverted_index.(European | 142 |
| abstract_inverted_index.Archives) | 155 |
| abstract_inverted_index.crosswalk | 196 |
| abstract_inverted_index.different | 35, 81, 235 |
| abstract_inverted_index.discovery | 162, 190 |
| abstract_inverted_index.implement | 221 |
| abstract_inverted_index.mechanism | 225 |
| abstract_inverted_index.metadata, | 163 |
| abstract_inverted_index.metadata. | 230 |
| abstract_inverted_index.presented | 89 |
| abstract_inverted_index.promising | 217 |
| abstract_inverted_index.requiring | 12 |
| abstract_inverted_index.research, | 11 |
| abstract_inverted_index.resources | 63 |
| abstract_inverted_index.retrieved | 87 |
| abstract_inverted_index.sciences, | 17 |
| abstract_inverted_index.therefore | 38 |
| abstract_inverted_index.biological | 16 |
| abstract_inverted_index.catalogues | 139 |
| abstract_inverted_index.comparison | 132 |
| abstract_inverted_index.humanities | 69, 112 |
| abstract_inverted_index.integrated | 118 |
| abstract_inverted_index.literature | 95 |
| abstract_inverted_index.performed, | 98 |
| abstract_inverted_index.performed. | 157 |
| abstract_inverted_index.research), | 21 |
| abstract_inverted_index.resources, | 103 |
| abstract_inverted_index.scientific | 60, 175 |
| abstract_inverted_index.underlined | 5 |
| abstract_inverted_index.(Consortium | 149 |
| abstract_inverted_index.disciplines | 36, 83 |
| abstract_inverted_index.discovering | 59 |
| abstract_inverted_index.exemplarily | 99 |
| abstract_inverted_index.identifying | 100 |
| abstract_inverted_index.information | 79 |
| abstract_inverted_index.resemblance | 209, 212 |
| abstract_inverted_index.considerable | 208 |
| abstract_inverted_index.dramatically | 4 |
| abstract_inverted_index.engineering. | 29 |
| abstract_inverted_index.investigated | 51 |
| abstract_inverted_index.vocabularies | 56 |
| abstract_inverted_index.multi-faceted | 7 |
| abstract_inverted_index.technologies, | 19 |
| abstract_inverted_index.Infrastructure | 145 |
| abstract_inverted_index.implementation | 242 |
| abstract_inverted_index.pharmaceutical | 18 |
| abstract_inverted_index.presented.</ns3:p> | 245 |
| abstract_inverted_index.resources.<ns3:bold>Results:</ns3:bold>A | 176 |
| abstract_inverted_index.together.<ns3:bold>Methods:</ns3:bold>As | 90 |
| abstract_inverted_index.them.<ns3:bold>Conclusions:</ns3:bold>The | 211 |
| abstract_inverted_index.<ns3:p><ns3:bold>Background:</ns3:bold>The | 0 |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 5 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.5299999713897705 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.31338583 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |