{"id":"W4390889115","doi":"10.18162/fp.2023.782","title":"L’utilisation de l’approche par enquête appréciative pour contribuer aux changements positifs de la profession enseignante : connaître et considérer les besoins des enseignants en éducation physique et à la santé","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Art","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"],"consensus_categories":[],"category_scores_codex":[0.01751204,0.0003918146,0.0003762498,0.0002907259,0.001767281,0.0001530792,0.0002739272,0.00085971,0.0001276687],"category_scores_gemma":[0.003405564,0.0003819109,0.0001418397,0.0007269249,0.0009551718,0.001933757,0.0001216088,0.0008478496,0.0001409827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007983584,"about_ca_system_score_gemma":0.002782066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937132,"about_ca_topic_score_gemma":0.0003233352,"domain_scores_codex":[0.9780512,0.01946911,0.000696359,0.0004485776,0.0005485217,0.0007862331],"domain_scores_gemma":[0.9922132,0.005854136,0.0008202903,0.0002201531,0.0006991923,0.0001930327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000448163,0.0004318937,0.006834729,0.0004143277,0.0000756189,0.000002441168,0.8810817,0.00005001394,0.004377659,0.08105261,0.01152967,0.01410455],"study_design_scores_gemma":[0.001263403,0.00009680505,0.1706769,0.002216322,0.00010116,0.00001328324,0.7657101,0.002077458,0.00268926,0.04279673,0.01188499,0.000473654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395449,0.0004155259,0.008813597,0.0332606,0.001469057,0.001609815,0.0001209274,0.0002855248,0.01448003],"genre_scores_gemma":[0.9829736,0.003443536,0.002360333,0.001813926,0.000657857,0.0006821016,0.001262569,0.00005482206,0.006751258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638422,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748498563237674,"score_gpt":0.4772469566615987,"score_spread":0.3023971003378313,"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."}}