{"id":"W2758631488","doi":"10.29173/invoke29330","title":"The Overrepresentation of Aboriginal Women in Prisons: A Cycle of Victimization, Discrimination and Incarceration","year":2017,"lang":"en","type":"article","venue":"INvoke","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Criminology; Criminal justice; Context (archaeology); Face (sociological concept); Economic Justice; Sociology; Psychology; Political science; Law; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005007802,0.0000292694,0.00006679913,0.0000607914,0.0005168417,0.00007406525,0.00009665189,0.00002506453,0.00001054347],"category_scores_gemma":[0.0003791242,0.00002464499,0.00001574662,0.0001104864,0.0001926766,0.0003051668,0.00001431654,0.00003050352,4.020459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733568,"about_ca_system_score_gemma":0.00007251842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02494841,"about_ca_topic_score_gemma":0.06145364,"domain_scores_codex":[0.999465,0.00007081413,0.0001485254,0.00007193218,0.0001598726,0.00008381899],"domain_scores_gemma":[0.9994469,0.00009304506,0.0001871272,0.0001281402,0.000124169,0.0000206443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009294219,0.0001319704,0.5075871,0.0000516304,0.00003125849,7.084221e-7,0.2900228,0.0009598842,0.0008985339,0.0322659,0.00006667418,0.1678906],"study_design_scores_gemma":[0.0002804983,0.00004449726,0.617033,0.00003854668,0.00005953,2.557236e-7,0.3649638,0.01083576,0.0004183394,0.004968902,0.001283873,0.00007298021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949242,0.00004951486,0.0006696574,0.0004133165,0.00006059361,0.00008104035,0.00000143703,0.000003605356,0.003796632],"genre_scores_gemma":[0.9990759,0.0006114203,0.00005344562,0.000005727967,0.00003312771,0.00001604973,0.000001742103,0.000001791294,0.0002008084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1678177,"threshold_uncertainty_score":0.9815446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529330872871409,"score_gpt":0.3555248878834889,"score_spread":0.3402315791547748,"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."}}