{"id":"https://openalex.org/W4394869822","doi":"https://doi.org/10.1093/llc/fqae018","title":"Are Digital Humanities platforms facilitating sufficient diversity in research? A study of the Transkribus Scholarship Programme","display_name":"Are Digital Humanities platforms facilitating sufficient diversity in research? A study of the Transkribus Scholarship Programme","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394869822","doi":"https://doi.org/10.1093/llc/fqae018"},"language":"en","primary_location":{"id":"doi:10.1093/llc/fqae018","is_oa":true,"landing_page_url":"https://doi.org/10.1093/llc/fqae018","pdf_url":"https://academic.oup.com/dsh/advance-article-pdf/doi/10.1093/llc/fqae018/57246030/fqae018.pdf","source":{"id":"https://openalex.org/S2734814886","display_name":"Digital Scholarship in the Humanities","issn_l":"2055-7671","issn":["2055-7671","2055-768X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Digital Scholarship in the Humanities","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/dsh/advance-article-pdf/doi/10.1093/llc/fqae018/57246030/fqae018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063609310","display_name":"Joseph Nockels","orcid":"https://orcid.org/0000-0002-4577-6596"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joseph Nockels","raw_affiliation_strings":["Department of English Literature, The University of Edinburgh, Edinburgh , EH8 9JU,","Department of English Literature, The University of Edinburgh, Edinburgh, EH8 9JU, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4577-6596","affiliations":[{"raw_affiliation_string":"Department of English Literature, The University of Edinburgh, Edinburgh , EH8 9JU,","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Department of English Literature, The University of Edinburgh, Edinburgh, EH8 9JU, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082727309","display_name":"Paul Gooding","orcid":"https://orcid.org/0000-0003-1044-509X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Gooding","raw_affiliation_strings":["Information Studies, University of Glasgow , Glasgow, G12 8QH,","Information Studies, University of Glasgow, Glasgow, G12 8QH, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Studies, University of Glasgow , Glasgow, G12 8QH,","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"Information Studies, University of Glasgow, Glasgow, G12 8QH, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033582512","display_name":"Melissa Terras","orcid":"https://orcid.org/0000-0001-6496-3197"},"institutions":[{"id":"https://openalex.org/I3130638677","display_name":"Edinburgh College","ror":"https://ror.org/04vpa6h32","country_code":"GB","type":"education","lineage":["https://openalex.org/I3130638677"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Melissa Terras","raw_affiliation_strings":["Design Informatics, Edinburgh College of Art, The University of Edinburgh, Edinburgh , EH3 9DF,","Design Informatics, Edinburgh College of Art, The University of Edinburgh, Edinburgh, EH3 9DF, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6496-3197","affiliations":[{"raw_affiliation_string":"Design Informatics, Edinburgh College of Art, The University of Edinburgh, Edinburgh , EH3 9DF,","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Design Informatics, Edinburgh College of Art, The University of Edinburgh, Edinburgh, EH3 9DF, United Kingdom","institution_ids":["https://openalex.org/I3130638677","https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063609310"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":2522,"currency":"GBP","value_usd":3093},"apc_paid":{"value":2522,"currency":"GBP","value_usd":3093},"fwci":0.9018,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77411694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"40","issue":"Supplement_1","first_page":"i46","last_page":"i65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"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/scholarship","display_name":"Scholarship","score":0.9074712991714478},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6410500407218933},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5447120070457458},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5121655464172363},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5102837085723877},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.4842085838317871},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.44958755373954773},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4461961090564728},{"id":"https://openalex.org/keywords/digital-scholarship","display_name":"Digital scholarship","score":0.4306168258190155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4290677011013031},{"id":"https://openalex.org/keywords/digital-humanities","display_name":"Digital humanities","score":0.41414526104927063},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.40165895223617554},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3857194185256958},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.3776029944419861},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3515890836715698},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34685689210891724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28091180324554443},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.23043590784072876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10692071914672852}],"concepts":[{"id":"https://openalex.org/C2778061430","wikidata":"https://www.wikidata.org/wiki/Q188823","display_name":"Scholarship","level":2,"score":0.9074712991714478},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6410500407218933},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5447120070457458},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5121655464172363},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5102837085723877},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.4842085838317871},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.44958755373954773},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4461961090564728},{"id":"https://openalex.org/C2778881803","wikidata":"https://www.wikidata.org/wiki/Q16246050","display_name":"Digital scholarship","level":2,"score":0.4306168258190155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4290677011013031},{"id":"https://openalex.org/C24351657","wikidata":"https://www.wikidata.org/wiki/Q1026962","display_name":"Digital humanities","level":2,"score":0.41414526104927063},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.40165895223617554},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3857194185256958},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.3776029944419861},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3515890836715698},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34685689210891724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28091180324554443},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.23043590784072876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10692071914672852},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1093/llc/fqae018","is_oa":true,"landing_page_url":"https://doi.org/10.1093/llc/fqae018","pdf_url":"https://academic.oup.com/dsh/advance-article-pdf/doi/10.1093/llc/fqae018/57246030/fqae018.pdf","source":{"id":"https://openalex.org/S2734814886","display_name":"Digital Scholarship in the Humanities","issn_l":"2055-7671","issn":["2055-7671","2055-768X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Digital Scholarship in the Humanities","raw_type":"journal-article"},{"id":"pmh:oai:eprints.gla.ac.uk:324664","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/48275.html>","pdf_url":"https://eprints.gla.ac.uk/324664/1/324664.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:eprints.whiterose.ac.uk:223467","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-4577-6596>,","pdf_url":"https://eprints.whiterose.ac.uk/223467/1/fqae018.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/bcdd1da6-6614-4a3e-8d07-52abffd03259","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/bcdd1da6-6614-4a3e-8d07-52abffd03259","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nockels, J, Gooding, P & Terras, M 2025, 'Are Digital Humanities platforms facilitating sufficient diversity in research? A study of the Transkribus Scholarship Programme', Digital Scholarship in the Humanities, vol. 40, no. Supplement_1, fqae018, pp. i46-i65. https://doi.org/10.1093/llc/fqae018","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:publications/bcdd1da6-6614-4a3e-8d07-52abffd03259","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/files/405187405/NockelsEtal2024DSHAreDigitalHumanities.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nockels, J, Gooding, P & Terras, M 2025, 'Are Digital Humanities platforms facilitating sufficient diversity in research? A study of the Transkribus Scholarship Programme', Digital Scholarship in the Humanities, vol. 40, no. Supplement_1, fqae018, pp. i46-i65. https://doi.org/10.1093/llc/fqae018","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1093/llc/fqae018","is_oa":true,"landing_page_url":"https://doi.org/10.1093/llc/fqae018","pdf_url":"https://academic.oup.com/dsh/advance-article-pdf/doi/10.1093/llc/fqae018/57246030/fqae018.pdf","source":{"id":"https://openalex.org/S2734814886","display_name":"Digital Scholarship in the Humanities","issn_l":"2055-7671","issn":["2055-7671","2055-768X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Digital Scholarship in the Humanities","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6444349022","display_name":null,"funder_award_id":"AH/R012717/1","funder_id":"https://openalex.org/F4320334609","funder_display_name":"Arts and Humanities Research Council"}],"funders":[{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"},{"id":"https://openalex.org/F4320309374","display_name":"Ohio State University","ror":"https://ror.org/00rs6vg23"},{"id":"https://openalex.org/F4320320332","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90"},{"id":"https://openalex.org/F4320332524","display_name":"Gillings School of Public Health","ror":"https://ror.org/0130frc33"},{"id":"https://openalex.org/F4320334609","display_name":"Arts and Humanities Research Council","ror":"https://ror.org/0505m1554"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394869822.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1541546856","https://openalex.org/W1803273808","https://openalex.org/W1891388286","https://openalex.org/W2041357342","https://openalex.org/W2184810749","https://openalex.org/W2484489799","https://openalex.org/W2771776682","https://openalex.org/W2894058885","https://openalex.org/W2896047526","https://openalex.org/W2897722974","https://openalex.org/W2915449200","https://openalex.org/W2932504329","https://openalex.org/W3022091105","https://openalex.org/W3022607203","https://openalex.org/W3028291976","https://openalex.org/W3045582458","https://openalex.org/W3116310295","https://openalex.org/W3199629637","https://openalex.org/W3213462364","https://openalex.org/W4206778244","https://openalex.org/W4210764005","https://openalex.org/W4225547362","https://openalex.org/W4225724275","https://openalex.org/W4247058070","https://openalex.org/W4283065708","https://openalex.org/W4283789592","https://openalex.org/W4310388695","https://openalex.org/W4318567164","https://openalex.org/W6660888949","https://openalex.org/W6760055178","https://openalex.org/W6768588475","https://openalex.org/W6782178681"],"related_works":["https://openalex.org/W2751284047","https://openalex.org/W3133035247","https://openalex.org/W4381928971","https://openalex.org/W2211176954","https://openalex.org/W3163703563","https://openalex.org/W2983168529","https://openalex.org/W2128041152","https://openalex.org/W952244181","https://openalex.org/W1827242330","https://openalex.org/W1854844051"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"what":[2],"extent":[3],"do":[4,119],"Digital":[5],"Humanities":[6],"(DH)":[7],"platforms":[8],"support":[9,221],"access":[10,76,174,195],"to":[11,39,77,135,143,172,175,224],"diverse":[12,128,227],"user":[13,129],"cohorts?":[14],"We":[15,166,184],"take,":[16],"as":[17],"a":[18,43,68,127,179,204],"case":[19],"study,":[20],"the":[21,49,54,59,140,149,161,197,209],"Automated":[22],"Text":[23],"Recognition":[24,150],"(ATR)":[25],"platform":[26,189],"Transkribus":[27,30],"and":[28,89,106,125,142,151,156,191,196,218,222],"its":[29],"Scholarship":[31],"Programme":[32],"(TSP),":[33],"which":[34],"provides":[35],"free":[36],"processing":[37,164],"credits":[38],"eligible":[40],"users.":[41],"Using":[42],"mixed":[44],"methods":[45],"approach":[46],"we":[47],"address":[48],"following":[50],"questions:":[51],"What":[52,62],"are":[53,86,94,113],"demographics":[55],"of":[56,139,153,163,181,211],"those":[57],"using":[58],"TSP":[60,92],"scheme?":[61,69],"work":[63,132],"is":[64,133,170],"enabled":[65],"by":[66],"such":[67],"How":[70],"can":[71,200],"this":[72,199],"inform":[73],"more":[74],"equitable":[75],"DH":[78,182,213],"platforms?":[79],"The":[80],"findings":[81],"demonstrate":[82],"how":[83],"ATR":[84],"tools":[85,217],"currently":[87],"used":[88],"made":[90],"accessible.":[91],"applicants":[93,157],"overwhelmingly":[95],"students":[96],"(n":[97],"=":[98],"111/156,":[99],"71.15":[100],"per":[101],"cent)":[102],"drawn":[103],"from":[104],"universities":[105],"research":[107],"institutes,":[108],"mostly":[109],"in":[110,123,160],"Europe,":[111],"but":[112],"globally":[114],"distributed;":[115],"representing":[116],"institutions":[117],"that":[118],"not":[120],"hold":[121],"shares":[122],"Transkribus,":[124],"indicating":[126],"pipeline.":[130],"Further":[131],"required":[134],"increase":[136,173],"potential":[137],"benefits":[138],"scholarship":[141,216],"ensure":[144],"sustainability.":[145],"Increased":[146],"dialogue":[147],"between":[148,207],"Enrichment":[152],"Archival":[154],"Document-COOP":[155],"would":[158],"assist":[159],"calculation":[162],"costs.":[165],"show":[167],"financial\u2014or":[168],"in-kind\u2014support":[169],"necessary":[171],"paid-for":[176],"platforms,":[177],"ensuring":[178],"diversity":[180],"research.":[183,228],"also":[185],"provide":[186],"recommendations":[187],"for":[188],"providers":[190],"funding":[192],"bodies":[193],"regarding":[194],"impact":[198],"have,":[201],"including":[202],"locating":[203],"sustainable":[205],"balance":[206],"absorbing":[208],"costs":[210],"maintaining":[212],"or":[214],"digital":[215],"providing":[219],"sufficient":[220],"training":[223],"further":[225],"enable":[226]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}