{"id":"W2956016021","doi":"10.18162/fp.2019.494","title":"Évaluation des effets d’un dispositif de formation initiale visant à susciter la réflexivité chez les futurs enseignants","year":2019,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008520165,0.0002562887,0.000249115,0.0001821564,0.001332867,0.0001466789,0.0002288009,0.0005292431,0.0005803753],"category_scores_gemma":[0.0004528326,0.0002484585,0.0001242311,0.0004276005,0.000609913,0.003748397,0.00005797382,0.000430894,0.0003561824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291481,"about_ca_system_score_gemma":0.000421424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872379,"about_ca_topic_score_gemma":0.00009005661,"domain_scores_codex":[0.9932812,0.004703574,0.000637285,0.0002691752,0.0005644872,0.0005442512],"domain_scores_gemma":[0.9974939,0.001263201,0.0005302139,0.0001939534,0.000379599,0.0001391835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004274757,0.0002763265,0.006805831,0.0005775642,0.0000266422,7.638959e-7,0.7529135,0.0001380857,0.001908,0.03172645,0.0004990892,0.205085],"study_design_scores_gemma":[0.002200473,0.0002865946,0.1960576,0.002912555,0.0001345479,0.000048896,0.7297658,0.01345796,0.004443145,0.03514436,0.01474411,0.0008039027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605435,0.0005810476,0.01332135,0.007774645,0.003491922,0.0008805416,0.00002714637,0.0001055574,0.01327426],"genre_scores_gemma":[0.989863,0.001254321,0.003758741,0.0005523193,0.0009973192,0.0001244177,0.0006026411,0.00002864937,0.002818542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042811,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1778792990933138,"score_gpt":0.4310751196668857,"score_spread":0.2531958205735719,"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."}}