{"id":"https://openalex.org/W4400770804","doi":"https://doi.org/10.1371/journal.pcbi.1012232","title":"Ten simple rules for building and maintaining a responsible data science workflow","display_name":"Ten simple rules for building and maintaining a responsible data science workflow","publication_year":2024,"publication_date":"2024-07-18","ids":{"openalex":"https://openalex.org/W4400770804","doi":"https://doi.org/10.1371/journal.pcbi.1012232","pmid":"https://pubmed.ncbi.nlm.nih.gov/39024267"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1012232","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012232","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1012232&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1012232&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028325307","display_name":"Sara Stoudt","orcid":"https://orcid.org/0000-0002-1693-8058"},"institutions":[{"id":"https://openalex.org/I131221577","display_name":"Bucknell University","ror":"https://ror.org/00fc1qt65","country_code":"US","type":"education","lineage":["https://openalex.org/I131221577"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sara Stoudt","raw_affiliation_strings":["Department of Mathematics, Bucknell University, Lewisburg, Pennsylvania, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-1693-8058","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Bucknell University, Lewisburg, Pennsylvania, United States of America","institution_ids":["https://openalex.org/I131221577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000126238","display_name":"Yacine Jernite","orcid":"https://orcid.org/0000-0002-8053-6862"},"institutions":[{"id":"https://openalex.org/I4387154989","display_name":"Hugging Face","ror":"https://ror.org/02grspc61","country_code":"US","type":"company","lineage":["https://openalex.org/I4387154989"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yacine Jernite","raw_affiliation_strings":["Hugging Face, Inc., New York, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hugging Face, Inc., New York, New York, United States of America","institution_ids":["https://openalex.org/I4387154989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091338329","display_name":"Brandeis Marshall","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Brandeis Marshall","raw_affiliation_strings":["DataedX Group, Atlanta, Georgia, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DataedX Group, Atlanta, Georgia, United States of America","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057770476","display_name":"Ben Marwick","orcid":"https://orcid.org/0000-0001-7879-4531"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ben Marwick","raw_affiliation_strings":["Department of Anthropology, University of Washington, Seattle, Washington, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-7879-4531","affiliations":[{"raw_affiliation_string":"Department of Anthropology, University of Washington, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034154724","display_name":"Malvika Sharan","orcid":"https://orcid.org/0000-0001-6619-7369"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Malvika Sharan","raw_affiliation_strings":["The Alan Turing Institute, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6619-7369","affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, United Kingdom","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061727541","display_name":"Kirstie Whitaker","orcid":"https://orcid.org/0000-0001-8498-4059"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kirstie Whitaker","raw_affiliation_strings":["The Alan Turing Institute, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, United Kingdom","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073185426","display_name":"Valentin Danchev","orcid":"https://orcid.org/0000-0002-7563-0168"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I2799858192","display_name":"London School of Business and Management","ror":"https://ror.org/01j1n1798","country_code":"GB","type":"education","lineage":["https://openalex.org/I2799858192"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Valentin Danchev","raw_affiliation_strings":["School of Business and Management, Queen Mary University of London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7563-0168","affiliations":[{"raw_affiliation_string":"School of Business and Management, Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I2799858192","https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000126238","https://openalex.org/A5028325307","https://openalex.org/A5034154724","https://openalex.org/A5057770476","https://openalex.org/A5061727541","https://openalex.org/A5073185426","https://openalex.org/A5091338329"],"corresponding_institution_ids":["https://openalex.org/I131221577","https://openalex.org/I166337079","https://openalex.org/I201448701","https://openalex.org/I2799858192","https://openalex.org/I4210128584","https://openalex.org/I4387154989"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":6.836,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96672449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"7","first_page":"e1012232","last_page":"e1012232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"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/T11937","display_name":"Research Data Management Practices","score":0.9961000084877014,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.792471170425415},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7451865673065186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4698708653450012},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44779443740844727},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2504454255104065},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.11325094103813171},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06465831398963928}],"concepts":[{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.792471170425415},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7451865673065186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4698708653450012},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44779443740844727},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2504454255104065},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11325094103813171},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06465831398963928}],"mesh":[{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1012232","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012232","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1012232&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:39024267","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39024267","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11257324","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11257324","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11257324/pdf/pcbi.1012232.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/98322","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/98322","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/98322/3/journal.pcbi.1012232.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:447303e4304840539143aa37a1dba61c","is_oa":true,"landing_page_url":"https://doaj.org/article/447303e4304840539143aa37a1dba61c","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":"PLoS Computational Biology, Vol 20, Iss 7, p e1012232 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1012232","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012232","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1012232&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1975851391","display_name":null,"funder_award_id":"EP/T001569/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G5147728456","display_name":null,"funder_award_id":"EP/X03870X/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G5513623408","display_name":null,"funder_award_id":"EP/X03870X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6098645062","display_name":null,"funder_award_id":"EP/W006022/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6265815782","display_name":"Strategic Priorities Fund - AI for Science, Engineering, Health and Government","funder_award_id":"EP/T001569/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8786159991","display_name":null,"funder_award_id":"EP/T001569/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G8981894437","display_name":"The Alan Turing Institute 22/23 - Core and Additional Funding","funder_award_id":"EP/X03870X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320311061","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846"},{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400770804.pdf","grobid_xml":"https://content.openalex.org/works/W4400770804.grobid-xml"},"referenced_works_count":110,"referenced_works":["https://openalex.org/W93717786","https://openalex.org/W906769828","https://openalex.org/W1526025733","https://openalex.org/W1767470961","https://openalex.org/W1967829734","https://openalex.org/W2008985174","https://openalex.org/W2028138594","https://openalex.org/W2036318837","https://openalex.org/W2113788769","https://openalex.org/W2137892569","https://openalex.org/W2161498332","https://openalex.org/W2185072450","https://openalex.org/W2211143780","https://openalex.org/W2302501749","https://openalex.org/W2315404267","https://openalex.org/W2347053969","https://openalex.org/W2373555455","https://openalex.org/W2400642373","https://openalex.org/W2467819626","https://openalex.org/W2472803348","https://openalex.org/W2570760970","https://openalex.org/W2598912916","https://openalex.org/W2599025709","https://openalex.org/W2600915151","https://openalex.org/W2612690371","https://openalex.org/W2618602062","https://openalex.org/W2748224869","https://openalex.org/W2749102981","https://openalex.org/W2764072425","https://openalex.org/W2779812635","https://openalex.org/W2794944797","https://openalex.org/W2798958557","https://openalex.org/W2894549366","https://openalex.org/W2898671507","https://openalex.org/W2912430686","https://openalex.org/W2926615310","https://openalex.org/W2953522645","https://openalex.org/W2954112540","https://openalex.org/W2954483793","https://openalex.org/W2955703013","https://openalex.org/W2963508088","https://openalex.org/W2964031043","https://openalex.org/W2964148489","https://openalex.org/W2968511602","https://openalex.org/W2972441290","https://openalex.org/W2979855176","https://openalex.org/W2981869278","https://openalex.org/W3003646990","https://openalex.org/W3008058947","https://openalex.org/W3015161080","https://openalex.org/W3037090540","https://openalex.org/W3042819918","https://openalex.org/W3047144258","https://openalex.org/W3092775028","https://openalex.org/W3102028509","https://openalex.org/W3106503709","https://openalex.org/W3131750834","https://openalex.org/W3138819813","https://openalex.org/W3154276629","https://openalex.org/W3155390850","https://openalex.org/W3161311103","https://openalex.org/W3162350708","https://openalex.org/W3184420437","https://openalex.org/W3189314783","https://openalex.org/W3190206194","https://openalex.org/W3195577433","https://openalex.org/W3196889860","https://openalex.org/W3197433610","https://openalex.org/W3197659850","https://openalex.org/W3201197540","https://openalex.org/W3209901185","https://openalex.org/W3211057995","https://openalex.org/W3212368439","https://openalex.org/W3212862986","https://openalex.org/W3214383379","https://openalex.org/W3217525002","https://openalex.org/W4207074774","https://openalex.org/W4239480373","https://openalex.org/W4243621827","https://openalex.org/W4245161709","https://openalex.org/W4250532311","https://openalex.org/W4283167130","https://openalex.org/W4283169532","https://openalex.org/W4285596585","https://openalex.org/W4285706078","https://openalex.org/W4287042819","https://openalex.org/W4287870660","https://openalex.org/W4289293239","https://openalex.org/W4289438483","https://openalex.org/W4293483937","https://openalex.org/W4296251649","https://openalex.org/W4306173528","https://openalex.org/W4307276872","https://openalex.org/W4308045331","https://openalex.org/W4311642023","https://openalex.org/W4318309188","https://openalex.org/W4361272768","https://openalex.org/W4361278646","https://openalex.org/W4361806824","https://openalex.org/W4365388135","https://openalex.org/W4366548622","https://openalex.org/W4385576721","https://openalex.org/W4386098060","https://openalex.org/W4386564359","https://openalex.org/W4399637284","https://openalex.org/W4402604390","https://openalex.org/W6795098872","https://openalex.org/W6869272565","https://openalex.org/W6982728064","https://openalex.org/W7006393379"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W1585007175","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811"],"abstract_inverted_index":{"Contributors":[0],"and":[1,12,18,28,48,79],"beneficiaries":[2],"of":[3,23,26,46,59,130,143],"data-intensive":[4],"research":[5,66,97,136],"have":[6,34],"become":[7],"increasingly":[8],"concerned":[9],"about":[10],"social":[11],"ethical":[13,60,75],"risks":[14],"from":[15,77,99],"data":[16,104,146],"science":[17,105,147],"machine":[19],"learning":[20],"applications":[21],"Instances":[22],"unethical":[24],"use":[25],"technology":[27],"harms":[29],"caused":[30],"to":[31,42,84],"vulnerable":[32],"communities":[33],"made":[35],"it":[36],"even":[37],"more":[38],"urgent":[39],"for":[40,64,118],"researchers":[41],"broaden":[43],"the":[44,96,100,134],"considerations":[45,76,92],"ethics":[47,132],"societal":[49],"impact":[50],"in":[51],"their":[52],"research.":[53],"There":[54],"has":[55],"been":[56],"a":[57,72,85,113,144],"proliferation":[58],"guidelines":[61,78],"[7-10],":[62],"checklists":[63,80],"responsible":[65,145],"While":[67],"encouraging,":[68],"there":[69],"is":[70],"also":[71],"risk":[73],"that":[74,103],"may":[81],"be":[82,107],"added":[83],"project":[86],"as":[87,116],"an":[88],"afterthought":[89],"unless":[90],"such":[91],"are":[93],"incorporated":[94],"into":[95],"process":[98],"onset":[101],"so":[102],"can":[106],"performed":[108],"responsibly":[109],"by":[110,119,122],"design":[111],"(in":[112],"similar":[114],"vein":[115],"advocated":[117],"Open":[120],"Science":[121],"Design":[123],"[14]).":[124],"To":[125],"help":[126],"enable":[127],"this":[128],"goal":[129],"incorporating":[131],"through":[133],"entire":[135],"process,":[137],"we":[138],"outline":[139],"10":[140],"simple":[141],"rules":[142],"workflow.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
