{"id":"W2572781976","doi":"10.1177/070674370304801101","title":"Looking Back, Moving Forward","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01422269,0.001004194,0.001290382,0.002007551,0.01077638,0.01518232,0.002913577,0.02019968,0.06000271],"category_scores_gemma":[0.03168398,0.0005329364,0.001198221,0.001883522,0.01174696,0.01866526,0.009591131,0.02798719,0.0194657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358267,"about_ca_system_score_gemma":0.06235891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07828061,"about_ca_topic_score_gemma":0.1487238,"domain_scores_codex":[0.988736,0.002926037,0.000461879,0.0009174272,0.003126868,0.003831804],"domain_scores_gemma":[0.9633375,0.003831325,0.0008330977,0.001170986,0.0133989,0.01742825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009435683,0.00009297347,0.001523871,0.0004785211,0.0000519568,0.0003570317,0.003311502,0.00009284473,0.0003750621,0.05320005,0.870664,0.06975792],"study_design_scores_gemma":[0.00003993192,0.00007209995,0.002507073,0.001383191,0.00003793872,0.0002067418,0.01931229,0.00007973488,0.0002083404,0.03390224,0.9421805,0.00006995236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007715813,0.01051999,0.000452876,0.9525737,0.02318618,0.0000130536,0.00007025203,0.00006255965,0.01234979],"genre_scores_gemma":[0.04532353,0.03171893,0.00420596,0.8268173,0.01592506,0.00008623634,0.0002800206,0.0002418897,0.07540116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07828061,"threshold_uncertainty_score":0.2007291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943514575483607,"score_gpt":0.3186040026657804,"score_spread":0.2791688569109443,"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."}}