{"id":"W4292787270","doi":"10.18162/fp.2022.a262","title":"Améliorer l’expérience socioscolaire des élèves en classe d’accueil : un projet de collaboration entre le milieu universitaire et le milieu scolaire où l’art dramatique joue un rôle clé","year":2022,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Art; Humanities; Political science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006597942,0.000338493,0.0003251399,0.0002086381,0.006214708,0.000152814,0.0005553585,0.0004659246,0.0004349852],"category_scores_gemma":[0.0006391632,0.0003857761,0.0001455335,0.001394106,0.0008196878,0.004616154,0.0002450779,0.0009167167,0.00005294101],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385055,"about_ca_system_score_gemma":0.006377319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005056767,"about_ca_topic_score_gemma":0.001234142,"domain_scores_codex":[0.9901642,0.007213807,0.0006851398,0.0004773512,0.0007401763,0.0007193281],"domain_scores_gemma":[0.9974163,0.0008298045,0.0007056074,0.0002804789,0.0005398521,0.0002279494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004456079,0.000704643,0.003248268,0.0002402156,0.00004331124,0.000003169443,0.8569772,0.000566275,0.0008652885,0.1129765,0.01360193,0.01072871],"study_design_scores_gemma":[0.0009648032,0.0001834509,0.01144086,0.0003109663,0.000044965,0.00001169243,0.9466745,0.001658866,0.0007959704,0.009383987,0.02811802,0.0004118867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860739,0.0007770042,0.0009040793,0.1054069,0.00199843,0.001259019,0.00009309997,0.0001744981,0.003313043],"genre_scores_gemma":[0.988708,0.0007261924,0.004173725,0.001072305,0.0003763272,0.0003726075,0.0006243641,0.0000382664,0.003908218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043346,"threshold_uncertainty_score":0.9998594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958599963264991,"score_gpt":0.3546833245378416,"score_spread":0.3250973249051917,"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."}}