{"id":"W4379522482","doi":"10.32920/23302214","title":"An Exploration of Suicide Reporting in Canadian Newspapers","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University; Western University","funders":"","keywords":"Newspaper; Reflexivity; Context (archaeology); Politics; Publication; Criminology; Mental illness; Sociology; Media studies; Political science; Psychology; History; Psychiatry; Law; Mental health; 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":[0.009250398,0.0006754755,0.0005063211,0.03443193,0.01462165,0.01323011,0.002224485,0.00154806,0.006225344],"category_scores_gemma":[0.04482341,0.0007630297,0.0004054545,0.05206057,0.005891555,0.003656711,0.004242973,0.001590741,0.0006480532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07545376,"about_ca_system_score_gemma":0.06869309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571058,"about_ca_topic_score_gemma":0.9612876,"domain_scores_codex":[0.9888808,0.002603916,0.0007437215,0.0007558766,0.005179042,0.001836732],"domain_scores_gemma":[0.9164752,0.03535932,0.0164581,0.001879123,0.02607323,0.003755049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001683307,0.00008476672,0.0957062,0.001148022,0.00004090861,0.002224345,0.8326787,0.00008111091,0.001207508,0.00697738,0.02080123,0.03888148],"study_design_scores_gemma":[0.0000159414,0.00004222827,0.2420633,0.001015429,0.0000622206,0.0005922081,0.6220104,0.0002808711,0.0005610045,0.0003390619,0.1328779,0.0001395425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826194,0.007268811,0.0004719848,0.01618902,0.0003922627,0.0003386689,0.01051365,0.00009773963,0.08210845],"genre_scores_gemma":[0.9798645,0.006380172,0.00079398,0.002242495,0.0002808637,0.000137678,0.002819048,0.0000849138,0.007396507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07545376,"threshold_uncertainty_score":0.5474579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4413440249082786,"score_gpt":0.4474034006318335,"score_spread":0.006059375723554972,"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."}}