{"id":"W4400482791","doi":"10.55016/ojs/cpai.v5i1.75128","title":"Integrity hour and the mental health continuum","year":2022,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red River College","funders":"","keywords":"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":[0.0159489,0.0003113609,0.0004551679,0.001296811,0.06037761,0.02293481,0.003913715,0.008930719,0.03196416],"category_scores_gemma":[0.028018,0.0005364065,0.0004928981,0.001489995,0.05684771,0.01100107,0.02181287,0.01691017,0.002335466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07305851,"about_ca_system_score_gemma":0.1906379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5881647,"about_ca_topic_score_gemma":0.7406916,"domain_scores_codex":[0.9744177,0.0121167,0.0003927811,0.0007092382,0.005075861,0.007287826],"domain_scores_gemma":[0.9519215,0.006523684,0.001920369,0.001718516,0.004915516,0.03300038],"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":[0.0001181016,0.0002479412,0.004187199,0.0002319031,0.00001451676,0.001361932,0.2078235,0.0001981286,0.0005271411,0.3139928,0.3923555,0.07894131],"study_design_scores_gemma":[0.00002373224,0.00005101555,0.005015444,0.0003641643,0.000004181682,0.0002813369,0.2588505,0.00008414549,0.0002003527,0.01914654,0.7159086,0.00006994812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03384053,0.004930132,0.001885602,0.7558286,0.003203369,0.0001247006,0.0000754453,0.0001394909,0.1999721],"genre_scores_gemma":[0.7666954,0.006147019,0.005102397,0.1007132,0.001253459,0.000201267,0.0001017153,0.0002242948,0.1195613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5881647,"threshold_uncertainty_score":0.8285214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483663435862768,"score_gpt":0.3487035247508253,"score_spread":0.3238668903921976,"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."}}