{"id":"W4309874665","doi":"10.1177/00328855221139866","title":"Risky Justice of the Law: The Impact of Risk-Assessment Tools on Aboriginal Offenders’ Overrepresentation in Canada's Federal Prisons","year":2022,"lang":"en","type":"article","venue":"The Prison Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Virtuous circle and vicious circle; Criminology; Economic Justice; Law; Criminal justice; Narrative; Political science; Representation (politics); Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0254637,0.0003770438,0.0005061142,0.002225527,0.01115799,0.006791196,0.00216788,0.0007836799,0.001649077],"category_scores_gemma":[0.1204445,0.0003213667,0.0005778934,0.002439725,0.007028415,0.002616524,0.005786882,0.00291258,0.0001310685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03343073,"about_ca_system_score_gemma":0.06127264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9049233,"about_ca_topic_score_gemma":0.9508631,"domain_scores_codex":[0.9708798,0.01719221,0.001214699,0.001030568,0.006371873,0.003310953],"domain_scores_gemma":[0.9176141,0.04019018,0.01293232,0.002425911,0.01950511,0.007332361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004017593,0.0003920349,0.5527783,0.0001950662,0.0001098168,0.0004177695,0.353471,0.0003563459,0.0003071692,0.003978521,0.002545853,0.08504637],"study_design_scores_gemma":[0.00001633021,0.0002556927,0.6277014,0.0008124116,0.0001628421,0.0001728352,0.3602592,0.001349628,0.0006039176,0.001274963,0.007295479,0.00009524971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901366,0.0004842761,0.0003581042,0.003381069,0.00002939616,0.00007371153,0.00004706533,0.00000970139,0.005479922],"genre_scores_gemma":[0.9984211,0.0002583714,0.0004266863,0.0002233186,0.000006307993,0.00002400375,0.00002287443,0.000007090875,0.0006103335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09507674,"threshold_uncertainty_score":0.242558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177598372939881,"score_gpt":0.37084162773889,"score_spread":0.3390656440094911,"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."}}