{"id":"https://openalex.org/W2942298076","doi":null,"title":"Trade-offs in algorithmic risk assessment: An Australian domestic violence case study","display_name":"Trade-offs in algorithmic risk assessment: An Australian domestic violence case study","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2942298076","mag":"2942298076"},"language":"en","primary_location":{"id":"pmh:oai:eprints.qut.edu.au:127939","doi":null,"is_oa":true,"landing_page_url":"http://networkcultures.org/blog/publication/tod-29-good-data/","pdf_url":"https://eprints.qut.edu.au/127939/20/mcnamara18domestic-violence.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Good data (Theory on Demand, 29)","raw_type":"Chapter in Book, Report or Conference volume"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/127939/20/mcnamara18domestic-violence.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Daniel E. McNamara","orcid":"https://orcid.org/0000-0001-6860-0350","observed_orcids":["https://orcid.org/0000-0001-6860-0350"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel E. McNamara","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6860-0350","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013505838","display_name":"Timothy Graham","orcid":"https://orcid.org/0000-0002-4053-9313","observed_orcids":["https://orcid.org/0000-0002-4053-9313"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timothy Graham","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4053-9313","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048038402","display_name":"Ellen Broad","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ellen Broad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5016073964","display_name":"Cheng Soon Ong","orcid":"https://orcid.org/0000-0002-2302-9733","observed_orcids":["https://orcid.org/0000-0002-2302-9733"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng Soon Ong","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2302-9733","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4024,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65669846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8935999870300293,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8935999870300293,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.09520000219345093,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10318","display_name":"Criminal Justice and Corrections Analysis","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithmic-risk-assessment","display_name":"algorithmic risk assessment","score":0.9509999752044678},{"id":"https://openalex.org/keywords/domestic-violence","display_name":"domestic violence","score":0.8180000185966492},{"id":"https://openalex.org/keywords/actuarial-methods","display_name":"actuarial methods","score":0.9039999842643738},{"id":"https://openalex.org/keywords/automated-decision-making","display_name":"automated decision-making","score":0.7910000085830688},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.6840000152587891},{"id":"https://openalex.org/keywords/risk-management","display_name":"risk management","score":0.3889999985694885},{"id":"https://openalex.org/keywords/criminal-justice","display_name":"criminal justice","score":0.8190000057220459},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.5569999814033508},{"id":"https://openalex.org/keywords/algorithmic-fairness","display_name":"algorithmic fairness","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.7119709253311157},{"id":"https://openalex.org/C2780656516","wikidata":"https://www.wikidata.org/wiki/Q40357","display_name":"Prison","level":2,"score":0.6328451633453369},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.5934353470802307},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.5721275806427002},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.5132541656494141},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.4991724491119385},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.46675944328308105},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.44172215461730957},{"id":"https://openalex.org/C202565627","wikidata":"https://www.wikidata.org/wiki/Q146491","display_name":"Criminal law","level":2,"score":0.42188209295272827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3741370439529419},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.3568079173564911},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.33196115493774414},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32594722509384155},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31882888078689575},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28855812549591064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18615573644638062}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:eprints.qut.edu.au:127939","doi":null,"is_oa":true,"landing_page_url":"http://networkcultures.org/blog/publication/tod-29-good-data/","pdf_url":"https://eprints.qut.edu.au/127939/20/mcnamara18domestic-violence.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Good data (Theory on Demand, 29)","raw_type":"Chapter in Book, Report or Conference volume"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/300339","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1885/300339","pdf_url":"https://openresearch-repository.anu.edu.au/bitstreams/26ce716c-e6dc-41b6-a305-ac258ab2a2cc/download","source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book chapter"},{"id":"mag:2942298076","doi":null,"is_oa":false,"landing_page_url":"https://eprints.qut.edu.au/127939/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:127939","doi":null,"is_oa":true,"landing_page_url":"http://networkcultures.org/blog/publication/tod-29-good-data/","pdf_url":"https://eprints.qut.edu.au/127939/20/mcnamara18domestic-violence.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Good data (Theory on Demand, 29)","raw_type":"Chapter in Book, Report or Conference volume"},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","score":0.9595999717712402,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2942298076.pdf","grobid_xml":"https://content.openalex.org/works/W2942298076.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3214336105","https://openalex.org/W6893232664","https://openalex.org/W3197669725","https://openalex.org/W4281571598","https://openalex.org/W2490424843","https://openalex.org/W2978663162","https://openalex.org/W3110420504","https://openalex.org/W2001749186","https://openalex.org/W3142128519","https://openalex.org/W4237647360"],"abstract_inverted_index":{"Actuarial":[0],"methods":[1,22],"have":[2,79],"been":[3,80],"part":[4,94],"of":[5,54,61,95],"criminal":[6,56,72],"law":[7],"and":[8,58,83],"its":[9],"enforcement":[10],"in":[11],"jurisdictions":[12],"around":[13],"the":[14,52,59,96],"world":[15],"for":[16,47,50,87],"nearly":[17],"a":[18,55,63],"century.":[19],"1":[20],"\u2019Actuarial\u2019":[21],"employ":[23],"probability":[24],"theory":[25],"to":[26,32,39,44,78],"shape":[27],"risk":[28],"management":[29],"tools":[30],"designed":[31],"help":[33],"humans":[34],"make":[35],"decisions":[36],"about":[37],"who":[38],"search,":[40],"what":[41],"geographical":[42],"areas":[43],"police,":[45],"eligibility":[46,49],"bail,":[48],"parole,":[51],"length":[53],"sentence":[57],"kind":[60],"prison":[62],"convicted":[64],"offender":[65],"should":[66],"be":[67,76],"incarcerated":[68],"in.":[69],"2":[70],"The":[71],"justice":[73],"system":[74],"can":[75],"said":[77],"employing":[81],"algorithms":[82],"crunching":[84],"\u2018big\u2019":[85],"data":[86],"decision-making":[88],"long":[89],"before":[90],"these":[91],"words":[92],"became":[93],"popular":[97],"lexicon":[98],"surrounding":[99],"automated":[100],"decisions...":[101]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2019-05-03T00:00:00"}