{"id":"W4220750604","doi":"10.31124/advance.19383869","title":"SELF-REGULATION AND COGNITIVE BEHAVIOUR THERAPY IN CANADIAN SCHOOLS","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tracking (education); Perspective (graphical); Cognition; Qualitative property; Psychology; Qualitative research; Medical education; Class (philosophy); Data collection; Pedagogy; Medicine; Sociology; Computer science; 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":[0.004066119,0.0002458158,0.0005568725,0.002067318,0.01844606,0.003902098,0.001272608,0.0009522774,0.004644332],"category_scores_gemma":[0.006656362,0.0004008053,0.0005061079,0.003694183,0.003680287,0.0009141484,0.002236712,0.002013705,0.0003171829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1292373,"about_ca_system_score_gemma":0.165858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805192,"about_ca_topic_score_gemma":0.9914144,"domain_scores_codex":[0.9952953,0.001371709,0.0001706686,0.0004718447,0.001072059,0.001618376],"domain_scores_gemma":[0.9947206,0.0007192048,0.000461671,0.0001703927,0.001362282,0.002565914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004767704,0.003431648,0.243304,0.000748965,0.0000558014,0.001105208,0.4733673,0.0003871996,0.0008396021,0.02045231,0.02369101,0.2321403],"study_design_scores_gemma":[0.0001761277,0.0004358104,0.6378347,0.0009469776,0.00006291933,0.0003139915,0.2282386,0.0006241205,0.0006202452,0.001768335,0.1288691,0.0001090567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9391623,0.004434928,0.000309475,0.008007235,0.0001723623,0.0002310247,0.0002054575,0.00005316391,0.04742409],"genre_scores_gemma":[0.988958,0.001500142,0.0004831825,0.00059372,0.00001176851,0.00006068507,0.00006829183,0.00001246655,0.008311658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1292373,"threshold_uncertainty_score":0.9376865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08493334299674521,"score_gpt":0.4423905978797937,"score_spread":0.3574572548830485,"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."}}