{"id":"https://openalex.org/W7131792635","doi":"https://doi.org/10.5334/dsj-2026-008","title":"FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources","display_name":"FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources","publication_year":2026,"publication_date":"2026-02-27","ids":{"openalex":"https://openalex.org/W7131792635","doi":"https://doi.org/10.5334/dsj-2026-008"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2026-008","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-008","pdf_url":"https://datascience.codata.org/articles/2096/files/69a170eaaf302.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://datascience.codata.org/articles/2096/files/69a170eaaf302.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126960350","display_name":"Sungha Kang","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sungha Kang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0004-2157-1408","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126971720","display_name":"John Graybeal","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Graybeal","raw_affiliation_strings":["University of Maryland , United States","University of Maryland , United States 5360 San Diego Supercomputer Center , United States; GO FAIR US , United States"],"raw_orcid":"https://orcid.org/0000-0001-6875-5360","affiliations":[{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"University of Maryland , United States 5360 San Diego Supercomputer Center , United States; GO FAIR US , United States","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126966220","display_name":"Barbara Magagna","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088784","display_name":"ACT Foundation","ror":"https://ror.org/009qwqe18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210088784"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barbara Magagna","raw_affiliation_strings":["GO FAIR Foundation , The Netherlands","University of Maryland , United States"],"raw_orcid":"https://orcid.org/0000-0003-2195-3997","affiliations":[{"raw_affiliation_string":"GO FAIR Foundation , The Netherlands","institution_ids":["https://openalex.org/I4210088784"]},{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043231938","display_name":"Erik Schultes","orcid":"https://orcid.org/0000-0001-8888-635X"},"institutions":[{"id":"https://openalex.org/I2802312475","display_name":"United States Golf Association","ror":"https://ror.org/014matr28","country_code":"US","type":"other","lineage":["https://openalex.org/I2802312475"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Schultes","raw_affiliation_strings":["GO FAIR Foundation , The Netherlands orcid. 7903 GO FAIR US , United States;","University of Maryland , United States"],"raw_orcid":"https://orcid.org/0000-0001-8888-635X","affiliations":[{"raw_affiliation_string":"GO FAIR Foundation , The Netherlands orcid. 7903 GO FAIR US , United States;","institution_ids":["https://openalex.org/I2802312475"]},{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067777270","display_name":"Nancy Hoebelheinrich","orcid":"https://orcid.org/0000-0002-6797-7903"},"institutions":[{"id":"https://openalex.org/I4210096757","display_name":"Ford Motor Company (United Kingdom)","ror":"https://ror.org/00t00te02","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292974536","https://openalex.org/I4210096757"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Nancy Hoebelheinrich","raw_affiliation_strings":["Knowledge Motifs LLC , United States orcid.org 180X GO FAIR US , United States; SciLifeLab , Sweden Kairoi , United Kingdom","University of Maryland , United States"],"raw_orcid":"https://orcid.org/0000-0002-6797-7903","affiliations":[{"raw_affiliation_string":"Knowledge Motifs LLC , United States orcid.org 180X GO FAIR US , United States; SciLifeLab , Sweden Kairoi , United Kingdom","institution_ids":["https://openalex.org/I4210096757"]},{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029719001","display_name":"C.C. Erdmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Erdmann","raw_affiliation_strings":["University of Maryland , United States","orcid.org GO FAIR US , United States ;"],"raw_orcid":"https://orcid.org/0000-0003-2554-180X","affiliations":[{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"orcid.org GO FAIR US , United States ;","institution_ids":["https://openalex.org/I4210142152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009372071","display_name":"Ismael Kherroubi Garcia","orcid":"https://orcid.org/0000-0002-6850-8375"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ismael Kherroubi Garcia","raw_affiliation_strings":["University of Maryland , United States"],"raw_orcid":"https://orcid.org/0000-0002-6850-8375","affiliations":[{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102935222","display_name":"Julianne Christopher","orcid":"https://orcid.org/0009-0006-4290-1810"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julianne Christopher","raw_affiliation_strings":["San Diego Supercomputer Center , United States GO","University of Maryland , United States"],"raw_orcid":"https://orcid.org/0009-0006-4290-1810","affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center , United States GO","institution_ids":["https://openalex.org/I181653535"]},{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126973904","display_name":"Christine R. Kirkpatrick","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]},{"id":"https://openalex.org/I75028090","display_name":"Fair Isaac Corporation (United States)","ror":"https://ror.org/0354agh42","country_code":"US","type":"company","lineage":["https://openalex.org/I75028090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine R. Kirkpatrick","raw_affiliation_strings":["FAIR US , United States ;","University of Maryland , United States"],"raw_orcid":"https://orcid.org/0000-0002-4451-8042","affiliations":[{"raw_affiliation_string":"FAIR US , United States ;","institution_ids":["https://openalex.org/I75028090"]},{"raw_affiliation_string":"University of Maryland , United States","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5126960350"],"corresponding_institution_ids":[],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28125114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"8","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9300000071525574,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9300000071525574,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.04129999876022339,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11657","display_name":"Digital and Traditional Archives Management","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rubric","display_name":"Rubric","score":0.8903999924659729},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.45210000872612},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.435699999332428},{"id":"https://openalex.org/keywords/reality-check","display_name":"Reality check","score":0.39890000224113464},{"id":"https://openalex.org/keywords/fair-use","display_name":"Fair use","score":0.3928999900817871},{"id":"https://openalex.org/keywords/fair-dealing","display_name":"Fair dealing","score":0.37299999594688416}],"concepts":[{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.8903999924659729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837999820709229},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.45210000872612},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.43700000643730164},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.435699999332428},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41760000586509705},{"id":"https://openalex.org/C2992692520","wikidata":"https://www.wikidata.org/wiki/Q3931124","display_name":"Reality check","level":3,"score":0.39890000224113464},{"id":"https://openalex.org/C2776254780","wikidata":"https://www.wikidata.org/wiki/Q131562","display_name":"Fair use","level":2,"score":0.3928999900817871},{"id":"https://openalex.org/C2781071694","wikidata":"https://www.wikidata.org/wiki/Q427047","display_name":"Fair dealing","level":3,"score":0.37299999594688416},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3653999865055084},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3402999937534332},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32100000977516174},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2935999929904938},{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5334/dsj-2026-008","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-008","pdf_url":"https://datascience.codata.org/articles/2096/files/69a170eaaf302.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:733ce5f8d8f54f7fb46935dae0766599","is_oa":true,"landing_page_url":"https://doaj.org/article/733ce5f8d8f54f7fb46935dae0766599","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 25, Pp 8-8 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2026-008","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-008","pdf_url":"https://datascience.codata.org/articles/2096/files/69a170eaaf302.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5144074559211731,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7131792635.pdf","grobid_xml":"https://content.openalex.org/works/W7131792635.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2302501749","https://openalex.org/W4382793140"],"related_works":[],"abstract_inverted_index":{"As":[0],"communities":[1,179],"increasingly":[2],"aim":[3],"to":[4,60,76,180,198,226],"understand":[5],"and":[6,67,134,145,167,170,185,222],"demonstrate":[7],"how":[8,194],"their":[9,182,228],"data":[10,159],"repositories":[11,127],"support":[12,216],"the":[13,50,53,119,202,206],"FAIR":[14,35,44,61,73,95,111,174,200,207],"Principles,":[15],"decision-makers":[16],"need":[17],"tools":[18,113],"that":[19,90,215],"provide":[20],"a":[21,30,40,72,86,142],"clear,":[22],"actionable":[23,168],"snapshot.":[24],"This":[25],"paper":[26],"introduces":[27],"FIP":[28,51,54,152,203],"Check,":[29],"rubric-based":[31],"tool":[32,108],"for":[33],"assessing":[34],"Implementation":[36],"Profiles":[37],"(FIPs)":[38],"through":[39,85],"structured":[41],"assessment":[42,112,122],"of":[43,94,121,234],"Enabling":[45],"Resources":[46],"(FERs).":[47],"Built":[48],"on":[49,116,125],"ontology,":[52],"Check":[55,153,204],"brings":[56],"three":[57],"key":[58],"innovations":[59],"assessment.":[62],"First,":[63],"it":[64,81,131],"enables":[65,178],"granular":[66],"practical":[68,213],"evaluation":[69],"by":[70,114,137],"using":[71],"Principle-aligned":[74],"rubric":[75,144],"assess":[77,181],"individual":[78,195],"FERs.":[79],"Second,":[80],"measures":[82],"partial":[83],"FAIRness":[84],"progressive":[87],"scoring":[88,148],"scale":[89],"captures":[91],"varying":[92],"levels":[93],"alignment,":[96,201,218],"offering":[97],"constructive,":[98],"context-aware":[99],"feedback":[100],"rather":[101,123],"than":[102,124],"purely":[103],"binary":[104],"results.":[105],"Additionally,":[106],"this":[107],"complements":[109],"existing":[110],"focusing":[115],"FERs":[117,196],"as":[118,232,237],"units":[120],"entire":[126],"or":[128],"datasets.":[129],"Third,":[130],"ensures":[132],"transparent":[133],"inspectable":[135],"balance":[136],"embedding":[138],"expert-informed":[139],"assessments":[140],"within":[141],"standardized":[143],"making":[146],"all":[147],"decisions":[149],"directly":[150],"visible.":[151],"was":[154],"piloted":[155],"across":[156],"seven":[157],"biomedical":[158],"repositories,":[160],"testing":[161],"its":[162],"utility":[163],"in":[164],"identifying":[165],"strengths":[166],"gaps,":[169],"supporting":[171],"more":[172],"informed":[173],"improvement":[175],"efforts.":[176],"It":[177],"current":[183],"practices":[184],"plan":[186],"targeted":[187],"enhancements.":[188],"By":[189],"providing":[190],"detailed":[191],"insights":[192],"into":[193,212],"contribute":[197],"FIP\u2019s":[199],"transforms":[205],"Principles":[208],"from":[209],"abstract":[210],"ideals":[211],"guidance":[214],"strategic":[217],"foster":[219],"shared":[220],"understanding,":[221],"encourage":[223],"repository":[224],"owners":[225],"see":[227],"resources":[229],"not":[230],"only":[231],"providers":[233],"data,":[235],"but":[236],"infrastructure":[238],"components.":[239]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-02-27T00:00:00"}
