{"id":"W2198760010","doi":"10.4000/activites.965","title":"L’intégration des savoirs théoriques, pratiques et d’autorégulation chez les apprenants : analyse de l’activité d’enseignants en formation professionnelle et contribution à la formation à l’enseignement","year":2014,"lang":"fr","type":"article","venue":"Activites","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Bibliothèque et Archives nationales du Québec","funders":"Université Laval","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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"],"consensus_categories":[],"category_scores_codex":[0.0100146,0.0003455622,0.0003608385,0.0002247414,0.001419759,0.0002315855,0.0001904087,0.0005953809,0.00008044211],"category_scores_gemma":[0.003214161,0.0003455108,0.0001429155,0.0004885833,0.0007142978,0.004552261,0.00004643482,0.0004653897,0.00001920039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009853193,"about_ca_system_score_gemma":0.0006004153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008080478,"about_ca_topic_score_gemma":0.002339103,"domain_scores_codex":[0.9896221,0.008281667,0.0006326755,0.0003932258,0.0004914344,0.0005789133],"domain_scores_gemma":[0.9943233,0.003967178,0.0008171467,0.0002209775,0.0005227692,0.0001486082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006019513,0.0008603339,0.01247771,0.0003129186,0.0001439959,7.243063e-7,0.5664651,0.000761574,0.01770135,0.3109387,0.001969122,0.08830837],"study_design_scores_gemma":[0.001772496,0.0005560979,0.3823562,0.001607792,0.0003678513,0.00003079846,0.4259834,0.05205524,0.03648816,0.0785391,0.01901532,0.001227625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551974,0.0004724396,0.126257,0.01188934,0.0006027077,0.0007242058,0.00003160743,0.0001724371,0.004652896],"genre_scores_gemma":[0.9898601,0.002204321,0.005392485,0.0003303192,0.0008684195,0.000227646,0.000687446,0.00003295161,0.0003963828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698785,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592786406050787,"score_gpt":0.3847403086928095,"score_spread":0.2988124446323016,"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."}}