{"id":"W7133384204","doi":"","title":"Positive Behavioral Interventions and Supports in Quebec Schools: A Case Study Demonstrating Effects on Reductions in Office Discipline Referrals","year":2025,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Qualitative research; Referral; Intervention (counseling); MEDLINE; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012862,0.0002144202,0.0003414191,0.0003078145,0.0002323447,0.00005125068,0.00009193665,0.0001253754,0.0001071193],"category_scores_gemma":[0.00004617188,0.0001827281,0.0000927654,0.0006474965,0.0001004947,0.00009785213,0.0001087315,0.000597678,0.00002330637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009833123,"about_ca_system_score_gemma":0.00002014756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0617143,"about_ca_topic_score_gemma":0.2286662,"domain_scores_codex":[0.9981437,0.000406037,0.0004874711,0.0005451313,0.00008244807,0.0003351613],"domain_scores_gemma":[0.9993708,0.0001845082,0.00008002671,0.0002557828,0.00003242356,0.00007645544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002537048,0.01049075,0.8947897,0.00003854338,0.000090751,0.009408303,0.008105117,0.000003996249,0.0004260642,0.00111971,0.003167077,0.07210626],"study_design_scores_gemma":[0.00127518,0.0008933844,0.964738,0.0003959253,0.0001019357,0.0002005737,0.03196587,0.000001100495,0.00001934291,0.0001770085,0.00004795114,0.0001837835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933568,0.0002490504,0.00001408381,0.002354434,0.0004225009,0.001023053,0.00003148026,0.00005435901,0.002494277],"genre_scores_gemma":[0.9959868,0.000008519602,0.00008911181,0.0000796528,0.00003270977,0.0004965988,0.00001259432,0.00001041888,0.00328356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669519,"threshold_uncertainty_score":0.9445338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376968564608131,"score_gpt":0.4357647185199834,"score_spread":0.2980678620591703,"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."}}