{"id":"W4396715374","doi":"10.29173/mlj1292","title":"The Devil’s Playground: A Case Study of Elgin-Middlesex Detention Centre (EMDC) Demonstrating the System Failings of the Ontario Corrections Regime","year":2022,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Action (physics); Democracy; Prison reform; Political science; Plague (disease); Criminology; Law; Sociology; Public administration; History; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002672579,0.0001041656,0.0001563152,0.00002568858,0.01263227,0.0002468221,0.0006429672,0.00003030097,0.00003903879],"category_scores_gemma":[0.0001094833,0.00005827137,0.0001680556,0.0002863822,0.0003137833,0.0001785739,0.0001700716,0.0006573026,0.000001418551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006900711,"about_ca_system_score_gemma":0.0002685853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7569734,"about_ca_topic_score_gemma":0.9927968,"domain_scores_codex":[0.9970534,0.001172094,0.000500415,0.0001366485,0.0008602764,0.0002772053],"domain_scores_gemma":[0.9983259,0.0005210445,0.000618318,0.0002583312,0.0002139672,0.00006246789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003843184,0.00148364,0.2147546,0.0001310958,0.00066048,0.001691423,0.5821576,0.004008424,0.0003478306,0.1604334,0.001909097,0.03203817],"study_design_scores_gemma":[0.0001907742,0.0001347412,0.001533555,0.00006944464,0.0001532106,0.001919089,0.9835563,0.0001099338,0.00001490675,0.0001712122,0.012076,0.00007079654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99281,0.000119797,0.00001972469,0.0009300758,0.001438829,0.0003733858,0.000002644096,0.0000144372,0.004291161],"genre_scores_gemma":[0.9994036,0.000005570485,0.00001746864,0.00002814357,0.000179626,0.00001492331,1.696873e-7,0.000007602602,0.0003429219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4013988,"threshold_uncertainty_score":0.9886531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835937613428785,"score_gpt":0.2671913196198138,"score_spread":0.2288319434855259,"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."}}