{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009672103,0.0004619666,0.0005841976,0.0002486773,0.0009229575,0.0004270031,0.001667646,0.0007039932,0.0003720642],"category_scores_gemma":[0.001453372,0.0005595906,0.0003901896,0.001674932,0.001255482,0.0002835444,0.001637506,0.001362211,0.0005192166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006696802,"about_ca_system_score_gemma":0.000372275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03925174,"about_ca_topic_score_gemma":0.1069091,"domain_scores_codex":[0.9858546,0.01057113,0.0007667465,0.001110639,0.0007900679,0.0009067766],"domain_scores_gemma":[0.993613,0.00287203,0.0005633959,0.001191013,0.001425993,0.0003345826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001473475,0.0006394339,0.01111993,0.00009081154,0.00006924546,0.00004412098,0.2483557,0.000213932,0.00009919126,0.6421694,0.001979099,0.09520435],"study_design_scores_gemma":[0.002847211,0.000003214212,0.2382487,0.01760409,0.0005093165,0.00001139848,0.0963004,0.03518754,0.003122758,0.4130582,0.1882305,0.004876787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5650499,0.003584265,0.008821905,0.1401232,0.003225374,0.001369086,0.0001147815,0.000653534,0.2770579],"genre_scores_gemma":[0.872376,0.00640339,0.002773122,0.0001977827,0.0001748879,0.0001921643,0.0002957204,0.00009452103,0.1174925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.307326,"threshold_uncertainty_score":0.9996856,"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."}}