{"id":"W2122835155","doi":"","title":"'Struggling' Thr ough Public Safety: An Examination of Parole Policy and Practice in Canada","year":2011,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Governmentality; Agency (philosophy); Field (mathematics); Corporate governance; Political science; Public policy; Sociology; Criminology; Public administration; Law; Politics; Management; Social science","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":[0.008496805,0.0003331111,0.0006559898,0.005314277,0.06684593,0.00875382,0.004268905,0.003322313,0.005141655],"category_scores_gemma":[0.02328805,0.000654784,0.0004765347,0.01009787,0.02320204,0.002458202,0.007669478,0.004259626,0.0002799541],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2777383,"about_ca_system_score_gemma":0.4231343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969856,"about_ca_topic_score_gemma":0.998643,"domain_scores_codex":[0.9850551,0.003286268,0.0003539638,0.001005762,0.004324364,0.005974518],"domain_scores_gemma":[0.9749568,0.007256008,0.001842929,0.0005272508,0.008264747,0.007152178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005864514,0.00006744493,0.03285934,0.0002837886,0.00001760262,0.001380386,0.8488779,0.0002917661,0.0007425154,0.0585501,0.01571303,0.04115744],"study_design_scores_gemma":[0.000006397995,0.00003043157,0.05261319,0.0003301724,0.00001439336,0.0001950631,0.8401963,0.0003889368,0.0002378433,0.00154549,0.1043487,0.00009315151],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732327,0.004530129,0.001342973,0.04312721,0.0002325391,0.0002955795,0.0003201743,0.00007802482,0.07684059],"genre_scores_gemma":[0.988174,0.00167224,0.0006479678,0.001906725,0.0000124597,0.00005515774,0.00007088271,0.00002417853,0.007436405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777383,"threshold_uncertainty_score":0.8377212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045727547645447,"score_gpt":0.2724780361332184,"score_spread":0.2267504884877714,"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."}}