{"id":"W2340852927","doi":"10.14288/1.0106158","title":"A survey of British Columbia penitentiary","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003867456,0.0002701743,0.0002094095,0.001769714,0.002738117,0.0009287224,0.0009966628,0.0003880755,0.009153403],"category_scores_gemma":[0.001526613,0.0002858053,0.00008286402,0.004776861,0.0004874427,0.0004296399,0.0005731668,0.0005327952,0.001086973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141771,"about_ca_system_score_gemma":0.009687895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544909,"about_ca_topic_score_gemma":0.9846106,"domain_scores_codex":[0.9990917,0.00009221705,0.00004851394,0.00008472099,0.0004024048,0.0002804085],"domain_scores_gemma":[0.9978681,0.0001806774,0.0003072424,0.00005125095,0.001193431,0.0003992027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286637,0.0001473646,0.7944056,0.000854827,0.0000323966,0.001228394,0.03781613,0.0002251357,0.002205275,0.001153241,0.05829901,0.1035039],"study_design_scores_gemma":[0.000001608762,0.00004404545,0.9567656,0.00009753977,0.000003645151,0.0001207527,0.01818122,0.00008945513,0.000138201,0.00001416579,0.0245286,0.00001507412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710709,0.001621815,0.0001302189,0.001193232,0.00002604177,0.00009562254,0.005067399,0.00003728245,0.02075739],"genre_scores_gemma":[0.9582908,0.00388085,0.000236795,0.0007924119,0.00001499317,0.0001371552,0.002708056,0.00002202776,0.03391696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858229,"threshold_uncertainty_score":0.1028626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886517288231169,"score_gpt":0.2224112505094734,"score_spread":0.2035460776271618,"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."}}