{"id":"W3039488543","doi":"","title":"Mental illness on Trial: a critical comparative analysis of mainstream News media coverage of mental illness, Race, and crime in canada (2008 - 2011)","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Mental illness; Mainstream; Race (biology); Psychiatry; Mental health; Psychology; Sociology; Political science; Law","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":[0.007350947,0.0005493143,0.001147587,0.01196208,0.009539109,0.006977308,0.002059018,0.001356922,0.003489123],"category_scores_gemma":[0.03822782,0.0005876435,0.0006989847,0.02275733,0.003953668,0.002344751,0.003963823,0.001784466,0.0002863379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07844536,"about_ca_system_score_gemma":0.09284894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787321,"about_ca_topic_score_gemma":0.9900777,"domain_scores_codex":[0.9925287,0.001549167,0.0005300823,0.0005280438,0.002821808,0.002042323],"domain_scores_gemma":[0.9641865,0.00713082,0.006159439,0.0008475346,0.0190228,0.002652863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000987979,0.0004051726,0.3415335,0.002963996,0.0003939538,0.001453262,0.5827763,0.000068512,0.0003435022,0.002236862,0.01189455,0.05494239],"study_design_scores_gemma":[0.00003899342,0.0001511224,0.4891966,0.001599174,0.000288909,0.000202327,0.4899649,0.00008389375,0.0001305736,0.0001027933,0.01817368,0.00006708672],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657817,0.01296245,0.0001570925,0.003714438,0.0001832955,0.0007700146,0.003908442,0.00001166869,0.01251086],"genre_scores_gemma":[0.9862418,0.00781504,0.000284602,0.001601027,0.0001432181,0.0003514575,0.00160364,0.00002906818,0.001930148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07844536,"threshold_uncertainty_score":0.5691636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239367504028347,"score_gpt":0.3268905366842704,"score_spread":0.294496861643987,"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."}}