{"id":"W4306939526","doi":"10.37571/2022.0303","title":"Le soutien à l’autonomie dans la gestion de classe d’enseignants du secondaire : conceptions, pratiques et paradoxes","year":2022,"lang":"fr","type":"article","venue":"Didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003692355,0.000177523,0.0002084301,0.00006872012,0.002032823,0.00009402257,0.0002685464,0.0002666079,0.0005251944],"category_scores_gemma":[0.0007505361,0.000228142,0.0001108059,0.0002628446,0.001604069,0.0004780281,0.00006335545,0.0006978087,0.00002784164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843238,"about_ca_system_score_gemma":0.004822747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00346789,"about_ca_topic_score_gemma":0.001866871,"domain_scores_codex":[0.9939501,0.004765133,0.0003205265,0.0003537382,0.0002058624,0.0004046765],"domain_scores_gemma":[0.9972975,0.002003323,0.0002648742,0.0001680366,0.0001320544,0.0001342182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004524522,0.0001884504,0.008865151,0.00001092647,0.00003113767,0.00000265207,0.3588961,0.0001312968,0.00012536,0.6285267,0.001876237,0.001341507],"study_design_scores_gemma":[0.0002488551,0.0001227626,0.08085952,0.00003521929,0.00003777323,0.00003681151,0.6235618,0.0002476972,0.00008519898,0.01951368,0.2749766,0.0002741047],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7745005,0.0008061219,0.001187612,0.1373175,0.00213653,0.0003425683,0.0001359802,0.0001405755,0.08343258],"genre_scores_gemma":[0.9879247,0.0008917456,0.001025509,0.002396542,0.001253168,0.0002871011,0.0001167907,0.00002788625,0.006076579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.609013,"threshold_uncertainty_score":0.9992664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08418292957959614,"score_gpt":0.380155515422606,"score_spread":0.2959725858430099,"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."}}