{"id":"W4380862903","doi":"","title":"Managing disruptive behaviors in class","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Class (philosophy); Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164844,0.0005336112,0.0003166092,0.0008090671,0.002723572,0.002945062,0.001490273,0.001033483,0.007002854],"category_scores_gemma":[0.005934337,0.0001891881,0.0002492679,0.0004963072,0.0007179008,0.001446083,0.00222364,0.00131822,0.001255058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087482,"about_ca_system_score_gemma":0.003826691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02030209,"about_ca_topic_score_gemma":0.05005674,"domain_scores_codex":[0.9989939,0.0002276098,0.00002620026,0.0001774105,0.0001464955,0.0004284174],"domain_scores_gemma":[0.9952845,0.0005954475,0.001004466,0.0002273547,0.0003500832,0.002538068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009397523,0.005862277,0.3328711,0.0001582404,0.00018713,0.0007556928,0.02393495,0.004944999,0.007121722,0.007416007,0.02732411,0.588484],"study_design_scores_gemma":[0.0002500886,0.00335978,0.7523532,0.0003365772,0.0002019832,0.0004161318,0.1178787,0.0224111,0.003753624,0.02009744,0.07884515,0.00009616797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.970526,0.0004046701,0.003720456,0.004196609,0.0001841102,0.0001701626,0.0002245877,0.0001503857,0.02042304],"genre_scores_gemma":[0.9905867,0.0001979061,0.001488047,0.0002089842,0.00005981831,0.00009756289,0.0001641737,0.00002154139,0.007175172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02030209,"threshold_uncertainty_score":0.04036784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752966742249502,"score_gpt":0.2793184834791808,"score_spread":0.2517888160566858,"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."}}