{"id":"W2993608831","doi":"10.1177/070674370505000101","title":"Canadian Journal of Psychiatry: New Editor and New Policies","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Medical Research and Practices","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002688377,0.0001705086,0.0003536546,0.0005835767,0.001299123,0.0001125206,0.0007894747,0.0002430845,0.003997407],"category_scores_gemma":[0.001824278,0.0001109326,0.0001339981,0.0003286,0.0001990952,0.0004088647,0.0000162669,0.002514675,0.00009944654],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697324,"about_ca_system_score_gemma":0.1620625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7078632,"about_ca_topic_score_gemma":0.996658,"domain_scores_codex":[0.9969009,0.0005315679,0.0009646344,0.0001018869,0.0005534301,0.0009476113],"domain_scores_gemma":[0.9903946,0.0004444558,0.0009290158,0.000257639,0.0003720829,0.007602219],"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":[0.00005528742,0.000006469765,0.1060235,0.00003033127,0.00007925949,0.00001030621,0.002187709,0.000004636146,0.000001429093,0.008518736,0.8773411,0.005741235],"study_design_scores_gemma":[0.001077874,0.0002947932,0.02643409,0.0004457667,0.00008035965,0.0002270056,0.003305555,0.000005036751,8.954426e-7,0.03060126,0.9374087,0.0001186625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.04514648,0.02969027,0.0000786501,0.8870102,0.02993959,0.0002244409,0.00003193773,0.000003867618,0.007874542],"genre_scores_gemma":[0.4180301,0.002948737,0.03673559,0.06154068,0.4504841,0.000003906507,0.000005480763,0.0001599096,0.03009147],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8254696,"threshold_uncertainty_score":0.9997866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06609606125579968,"score_gpt":0.4260990745987185,"score_spread":0.3600030133429188,"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."}}