{"id":"W2139263556","doi":"10.7202/1002165ar","title":"Appréciation des stagiaires au sujet des apprentissages effectués en contexte de stage en enseignement","year":2011,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007138686,0.00034709,0.0003375949,0.0001544013,0.001370464,0.00009830387,0.0004133616,0.0004117401,0.002201504],"category_scores_gemma":[0.002391566,0.0003992253,0.0001693801,0.0005656001,0.00228079,0.0007656119,0.00004588599,0.0003739745,0.0003139185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927167,"about_ca_system_score_gemma":0.002335036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906769,"about_ca_topic_score_gemma":0.0078454,"domain_scores_codex":[0.9935523,0.004124396,0.0005595674,0.0005368872,0.0004232798,0.0008035356],"domain_scores_gemma":[0.9955693,0.003052181,0.0003966425,0.0003226044,0.0003875225,0.0002716768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001479795,0.0006486306,0.04038991,0.0002695268,0.0001355697,0.000001100748,0.845167,0.00005272363,0.0002529673,0.04819111,0.002373239,0.0625034],"study_design_scores_gemma":[0.0006732091,0.0002030412,0.5553622,0.0003058723,0.0001095919,0.000004280517,0.3649487,0.00006985723,0.0009094874,0.02915438,0.04772736,0.0005319859],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915189,0.004643769,0.01716155,0.002914282,0.01035427,0.0007889368,0.00007442776,0.0001523713,0.04872142],"genre_scores_gemma":[0.962971,0.003029657,0.01244691,0.0004296355,0.002454745,0.0002871728,0.0001290377,0.00004988523,0.01820198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5149723,"threshold_uncertainty_score":0.9999296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127554482878135,"score_gpt":0.4011606189837955,"score_spread":0.2736061361056605,"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."}}