{"id":"W4243852884","doi":"10.32920/ryerson.14644230","title":"Punishing the Mentally Ill: Human Rights Concerns in Canadian Immigration Detention Policy &amp; Practice","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Immigration detention; Legislation; Mental illness; Politics; Political science; Human rights; Public opinion; Immigration policy; Happening; Criminology; Immigration law; Public policy; Mentally ill; Law; Public administration; Sociology; Mental health; Psychology; Psychiatry","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":[0.01159304,0.0003457649,0.0003758359,0.002358037,0.04373422,0.0104503,0.003031211,0.007205168,0.008235779],"category_scores_gemma":[0.02666456,0.0004753816,0.0004742784,0.002862372,0.02383527,0.003510626,0.007599027,0.008582503,0.0003672025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1630845,"about_ca_system_score_gemma":0.4091427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905848,"about_ca_topic_score_gemma":0.9961438,"domain_scores_codex":[0.9870662,0.002866556,0.0003463742,0.0005333119,0.003381504,0.005805909],"domain_scores_gemma":[0.9768744,0.005828236,0.001620374,0.0002745104,0.005072391,0.01033004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001154049,0.0003111759,0.05997537,0.001101059,0.00003805944,0.004431341,0.3603629,0.001020542,0.001363268,0.1918381,0.18293,0.1965127],"study_design_scores_gemma":[0.00003852389,0.00009095991,0.09909104,0.00249262,0.00004190399,0.0007989817,0.5451891,0.0005674514,0.0003311671,0.01093518,0.3402034,0.0002196263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1231728,0.01142513,0.0003518824,0.7661278,0.001071539,0.0000648704,0.00006206481,0.0000285929,0.09769535],"genre_scores_gemma":[0.8693753,0.01371924,0.001199005,0.08983226,0.0004670923,0.00005358486,0.00004664871,0.00004623566,0.02526076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1630845,"threshold_uncertainty_score":0.9707034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757904298278976,"score_gpt":0.4638723913705917,"score_spread":0.388081961542694,"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."}}