{"id":"W1946064954","doi":"","title":"Individual Stress Management Coursework in Canadian Teacher Preparation Programs.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coursework; Stress management; Teacher preparation; Curriculum; Stress (linguistics); Teacher education; Classroom management; Service (business); Medical education; Psychology; Pedagogy; Mathematics education; Medicine; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002173255,0.0001534975,0.0001833947,0.001287302,0.0003669339,0.0001375093,0.0004720457,0.0001642639,0.0006206373],"category_scores_gemma":[0.0004849906,0.0001886641,0.00006659757,0.0008215607,0.0001812254,0.0004194255,0.000004236997,0.0003343148,0.00001905463],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007800311,"about_ca_system_score_gemma":0.0250268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9233892,"about_ca_topic_score_gemma":0.9994448,"domain_scores_codex":[0.9978696,0.0003479767,0.0004732321,0.0002187458,0.0001295197,0.0009609987],"domain_scores_gemma":[0.9967772,0.00002866053,0.0003245625,0.0002238116,0.0004742725,0.002171533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004812021,0.0001206433,0.2403218,0.00002625289,0.00003798463,0.00001082711,0.7173252,0.00000593795,2.675021e-7,0.02109706,0.00673647,0.01431272],"study_design_scores_gemma":[0.0001186986,0.00004176491,0.3411992,0.0001848183,0.00005327609,0.00001755378,0.5568784,0.00000230792,0.000002683596,0.002219588,0.09909634,0.0001852439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928491,0.0006699798,0.00001625317,0.02139465,0.004807764,0.0005685387,0.00001000553,0.00001283788,0.04402898],"genre_scores_gemma":[0.9945115,0.00004319043,0.0007714751,0.0004582737,0.0007072981,0.00007783643,0.00004462955,0.00002027672,0.003365531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604467,"threshold_uncertainty_score":0.9960086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174658545121119,"score_gpt":0.3629048860873066,"score_spread":0.1882463409661876,"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."}}