{"id":"W4319454693","doi":"10.53967/cje-rce.5615","title":"Accompagner le développement d’une posture réflexive en formation initiale des enseignants : des besoins différents en fonction de l’année de formation ?","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002703324,0.0003700836,0.0003189143,0.0007067294,0.001574746,0.004989217,0.0006165362,0.001375546,0.008671721],"category_scores_gemma":[0.005683371,0.0003112924,0.0005637629,0.0004950006,0.005177892,0.003735205,0.002713491,0.001997086,0.001335997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736539,"about_ca_system_score_gemma":0.00326991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123,"about_ca_topic_score_gemma":0.005580409,"domain_scores_codex":[0.997987,0.0008145692,0.00007432254,0.0003572138,0.0004035557,0.0003632921],"domain_scores_gemma":[0.9973719,0.0007416218,0.0004782852,0.0002372736,0.0005451646,0.0006257353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003211322,0.0002537428,0.03959386,0.0008479542,0.00007872879,0.001551026,0.5076026,0.0007730859,0.04601587,0.1956193,0.002247474,0.2050952],"study_design_scores_gemma":[0.00004725168,0.001036131,0.3215059,0.001546052,0.00012166,0.002265875,0.3577455,0.002050963,0.0156652,0.05646367,0.241281,0.0002707645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140089,0.003543875,0.03555398,0.004604346,0.0003090471,0.0001364867,0.00009225537,0.0001473825,0.1416038],"genre_scores_gemma":[0.9737293,0.001010316,0.006065313,0.0002427464,0.00002701999,0.00006794115,0.0000546161,0.00005827014,0.01874447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994877,"threshold_uncertainty_score":0.02900982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2818474788428524,"score_gpt":0.3924146579833692,"score_spread":0.1105671791405167,"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."}}