{"id":"W4404468661","doi":"10.1007/s44202-024-00282-8","title":"Intersectional racial and gender bias in family court","year":2024,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Ottawa Public Health; Manitoba Beekeepers' Association; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Gender bias; Psychology; Gender studies; Political science; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271974,0.00008398934,0.0001161221,0.00005990961,0.0001611795,0.00007819115,0.00008272762,0.0001088251,0.0002162141],"category_scores_gemma":[0.00009182619,0.00006752665,0.00004493505,0.0001818372,0.0003956827,0.0001937587,0.00003898736,0.0001938141,0.00009258834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009469217,"about_ca_system_score_gemma":0.00003541762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899567,"about_ca_topic_score_gemma":0.004017175,"domain_scores_codex":[0.9990739,0.0001467477,0.0001322593,0.0002657143,0.0001542602,0.0002271204],"domain_scores_gemma":[0.9997451,0.000126379,0.00001668405,0.00004939488,0.00001875228,0.00004374383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002009615,0.000256965,0.1617271,0.00006651931,0.000305371,0.000179801,0.4539367,0.00001507188,0.001454257,0.1993132,0.1495475,0.03299663],"study_design_scores_gemma":[0.000333143,0.00003431369,0.6159834,0.000019042,0.00001200987,0.00000383389,0.0111481,0.00002761091,0.000002225854,0.007421341,0.3648463,0.0001686817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153625,0.002389597,0.0001281223,0.009737329,0.002287684,0.0001478512,0.00001220243,0.00006084187,0.06987382],"genre_scores_gemma":[0.9972266,0.0004244968,0.00005224195,0.0009156221,0.0003751532,0.00001905499,0.000003212019,0.000006211318,0.0009774377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542563,"threshold_uncertainty_score":0.2871589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203961981764566,"score_gpt":0.4274670451959085,"score_spread":0.3070708470194519,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}