{"id":"W4390061052","doi":"10.1037/spq0000611","title":"Two for one: Effectiveness of a mandatory personal and classroom stress management program for preservice teachers.","year":2023,"lang":"en","type":"article","venue":"School Psychology","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University","funders":"Rossy Foundation","keywords":"Stress management; Classroom management; Psychology; Stress (linguistics); Medical education; Pedagogy; Mathematics education; Medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692564,0.00008465068,0.0001445811,0.0001183497,0.0002191091,0.000018145,0.0001629319,0.0001078774,0.00002933685],"category_scores_gemma":[0.0001162687,0.00008456818,0.00004559981,0.0002117736,0.0001081754,0.0001145162,0.00005021667,0.00009291527,0.000007273388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004244416,"about_ca_system_score_gemma":0.00005956078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004623168,"about_ca_topic_score_gemma":0.0001306169,"domain_scores_codex":[0.9988436,0.0002668891,0.0001499972,0.0002916884,0.0001708918,0.0002769531],"domain_scores_gemma":[0.9993702,0.0002916271,0.0000747853,0.00009262995,0.00009424574,0.00007654335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002453534,0.001346243,0.5758487,0.0025192,0.000735407,0.000003892908,0.02946056,0.000004995954,0.00260159,0.05603905,0.04122472,0.2877621],"study_design_scores_gemma":[0.002995757,0.0001756176,0.9416909,0.0001520104,0.00003543558,1.140717e-7,0.005439348,0.00002473913,0.00008509841,0.01585996,0.03339664,0.000144419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879188,0.00009109041,0.00130797,0.001955226,0.000602568,0.003369521,0.00003363701,0.0001619221,0.004559274],"genre_scores_gemma":[0.9889655,0.00006247306,0.006241805,0.0001371896,0.000168216,0.001965193,0.0001163019,0.00001796986,0.002325341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3658422,"threshold_uncertainty_score":0.344859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05398348087752711,"score_gpt":0.4325853884599067,"score_spread":0.3786019075823796,"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."}}