{"id":"W4403267609","doi":"10.4000/12ev2","title":"Wyss Anouchka, Gvozdic Katarina, Gentaz Édouard &amp; Sander Emmanuel. Comment favoriser les apprentissages scolaires. Repenser les gestes professionnels pour l’enseignement","year":2024,"lang":"fr","type":"article","venue":"Revue française de pédagogie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi","funders":"","keywords":"Sander; Psychology; Art; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881041,0.0006332021,0.0002943498,0.00127705,0.00770402,0.005642072,0.0009916202,0.004092211,0.03948223],"category_scores_gemma":[0.00553055,0.0004506288,0.0003613509,0.001330992,0.002322413,0.006527776,0.002576104,0.004502405,0.01072581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004128071,"about_ca_system_score_gemma":0.00621958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06055366,"about_ca_topic_score_gemma":0.1747754,"domain_scores_codex":[0.9984208,0.0005581107,0.00007146743,0.0002140055,0.0004379544,0.0002976444],"domain_scores_gemma":[0.9985001,0.0006423336,0.0001322649,0.00006130028,0.0004344748,0.0002296102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007341796,0.00005440574,0.002661229,0.0004905982,0.00001237796,0.0007156467,0.02563115,0.00007594096,0.0007227176,0.09295914,0.7762748,0.1003286],"study_design_scores_gemma":[0.000005948502,0.000007301239,0.003499835,0.0002772002,0.000005534344,0.0001419305,0.01728303,0.00003674237,0.0003286319,0.004123859,0.9742752,0.00001477194],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02291182,0.08742963,0.003987566,0.5257077,0.01351757,0.0001421361,0.0007304182,0.0002978139,0.3452754],"genre_scores_gemma":[0.1202672,0.03727457,0.002412214,0.04982778,0.000773725,0.0001942927,0.0002817267,0.0002853375,0.7886831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06055366,"threshold_uncertainty_score":0.1320812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2333213454728781,"score_gpt":0.4288252429913743,"score_spread":0.1955038975184961,"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."}}