{"id":"W4306921845","doi":"10.37571/2022.0307","title":"Influence des pratiques d’accompagnement des personnes enseignantes associées sur le sentiment d'efficacité personnelle des stagiaires québécois et québécoises à gérer la classe","year":2022,"lang":"fr","type":"article","venue":"Didactique","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003346728,0.0006661091,0.000667318,0.0002427877,0.007389977,0.0005824227,0.0007074253,0.0002439701,0.001438789],"category_scores_gemma":[0.001270956,0.0006874704,0.0003487399,0.001203262,0.002607608,0.001730291,0.000709968,0.00103031,0.00003249754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222113,"about_ca_system_score_gemma":0.003304043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4623751,"about_ca_topic_score_gemma":0.4456236,"domain_scores_codex":[0.9900171,0.006192137,0.0006736215,0.0009075279,0.001120815,0.00108876],"domain_scores_gemma":[0.9962759,0.001766869,0.0005198186,0.0004155468,0.0006803449,0.0003415108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001437455,0.002261979,0.04794635,0.0002546312,0.0003050495,0.00009605912,0.9020929,0.003536097,0.008245404,0.01841227,0.004992503,0.01171305],"study_design_scores_gemma":[0.0009991357,0.0009525302,0.06985256,0.0006300467,0.0001572692,0.00003088975,0.7419742,0.001107223,0.004449311,0.003879922,0.1748007,0.001166194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670188,0.01445575,0.0002386799,0.006959553,0.0003544527,0.0007648343,0.0001977319,0.0003480637,0.00966218],"genre_scores_gemma":[0.9819563,0.005240656,0.002141987,0.0007543725,0.0001977716,0.0002969745,0.00003200051,0.00008881974,0.00929113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1698082,"threshold_uncertainty_score":0.9995577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543036159941324,"score_gpt":0.289972907289645,"score_spread":0.2645425456902317,"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."}}