{"id":"https://openalex.org/W7223911482","doi":"https://doi.org/10.6084/m9.figshare.34808403","title":"When every hypothesis is published: AI and the exploitation of Open Science Assets","display_name":"When every hypothesis is published: AI and the exploitation of Open Science Assets","publication_year":2026,"publication_date":"2026-10-27","ids":{"openalex":"https://openalex.org/W7223911482","doi":"https://doi.org/10.6084/m9.figshare.34808403"},"language":"en","primary_location":{"id":"doi:10.6084/m9.figshare.34808403","doi":"https://doi.org/10.6084/m9.figshare.34808403","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.34808403","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.6084/m9.figshare.34808403","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046822119","display_name":"Matt P. Spick","orcid":"https://orcid.org/0000-0002-9417-6511","observed_orcids":["https://orcid.org/0000-0002-9417-6511"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matt Spick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080454618","display_name":"Danny J. Maupin","orcid":"https://orcid.org/0000-0002-0510-6627","observed_orcids":["https://orcid.org/0000-0002-0510-6627"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danny Maupin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0510-6627","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87680976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.6509000062942505,"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":0.6509000062942505,"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/T13607","display_name":"Academic Publishing and Open Access","score":0.3122999966144562,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.011800000444054604,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.7689999938011169},{"id":"https://openalex.org/keywords/open-science","display_name":"open science","score":0.6930000185966492},{"id":"https://openalex.org/keywords/open-data","display_name":"open data","score":0.656000018119812},{"id":"https://openalex.org/keywords/data-curation","display_name":"data curation","score":0.5149999856948853},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.6489999890327454},{"id":"https://openalex.org/keywords/data-driven-hypothesis-generation","display_name":"data-driven hypothesis generation","score":0.5049999952316284},{"id":"https://openalex.org/keywords/nhanes","display_name":"NHANES","score":0.7250000238418579},{"id":"https://openalex.org/keywords/cdc-wonder","display_name":"CDC WONDER","score":0.9919999837875366},{"id":"https://openalex.org/keywords/trinetx","display_name":"TriNetX","score":0.9980000257492065},{"id":"https://openalex.org/keywords/secondary-use-of-health-data","display_name":"secondary use of health data","score":0.5270000100135803},{"id":"https://openalex.org/keywords/nutrition-data","display_name":"nutrition data","score":0.4749999940395355},{"id":"https://openalex.org/keywords/epidemiological-data","display_name":"epidemiological data","score":0.796999990940094}],"concepts":[{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.8233000040054321},{"id":"https://openalex.org/C2780573756","wikidata":"https://www.wikidata.org/wiki/Q977433","display_name":"Wonder","level":2,"score":0.8213000297546387},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6358000040054321},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.512499988079071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45829999446868896},{"id":"https://openalex.org/C2985584371","wikidata":"https://www.wikidata.org/wiki/Q215121","display_name":"Data presentation","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3398999869823456},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.287200003862381},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26269999146461487},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26030001044273376},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.6084/m9.figshare.34808403","doi":"https://doi.org/10.6084/m9.figshare.34808403","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.34808403","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation"},{"id":"doi:10.6084/m9.figshare.34808403.v1","doi":"https://doi.org/10.6084/m9.figshare.34808403.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.34808403.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation"}],"best_oa_location":{"id":"doi:10.6084/m9.figshare.34808403","doi":"https://doi.org/10.6084/m9.figshare.34808403","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.34808403","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7078389166","https://openalex.org/W7162640085","https://openalex.org/W4412129027","https://openalex.org/W6949049775","https://openalex.org/W6892363072","https://openalex.org/W2401910625","https://openalex.org/W7086836370","https://openalex.org/W2406164431","https://openalex.org/W7169505598","https://openalex.org/W6931920708"],"abstract_inverted_index":{"This":[0,51],"presentation":[1,19,69],"was":[2,20],"given":[3],"at":[4],"a":[5,87],"27":[6],"October":[7],"2026":[8],"event":[9],"hosted":[10],"by":[11,74],"NBIS":[12],"\u2013":[13],"SciLifeLab.":[14],"The":[15,68],"aim":[16],"of":[17],"the":[18,30,58,66,72,100],"to":[21],"highlight":[22],"how":[23],"open":[24],"data":[25],"are":[26,79],"being":[27],"analysed":[28],"in":[29,36,86,99],"GenAI":[31],"era,":[32],"with":[33],"sharp":[34],"increases":[35],"publications":[37],"analysing":[38],"large":[39],"epidemiological,":[40],"nutrition":[41],"and":[42,49,81,97],"health":[43],"datasets,":[44],"including":[45],"NHANES,":[46],"CDC":[47],"WONDER":[48],"TriNetX.":[50],"is":[52],"producing":[53],"fragmented":[54],"outputs":[55,78],"that":[56,64],"describe":[57],"data,":[59],"rather":[60],"than":[61],"comprehensive":[62],"works":[63],"analyse":[65],"data.":[67],"also":[70],"demonstrates":[71],"methods":[73],"which":[75],"these":[76],"mass-produced":[77],"generated,":[80],"possible":[82],"solutions":[83],"for":[84],"curation":[85],"world":[88],"where":[89],"every":[90],"data-driven":[91],"hypothesis":[92],"can":[93],"be":[94],"rapidly":[95],"tested":[96],"reported":[98],"scientific":[101],"literature.":[102]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-28T00:00:00"}
