{"id":"W2982775320","doi":"10.26034/vd.fpeq.2018.259","title":"Enseignement en classe multiâge. Mise en œuvre de stratégies d’accompagnement d’enseignants du primaire en classe multiâge (CMA) : appréciation d’enseignants","year":2018,"lang":"fr","type":"article","venue":"Formation et pratiques d’enseignement en question","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01038029,0.001395876,0.001097581,0.0006514213,0.003416159,0.0009572706,0.0009995763,0.001433109,0.001023512],"category_scores_gemma":[0.001763632,0.001468854,0.0003943804,0.001257851,0.0007006836,0.005382902,0.0006142937,0.001180764,0.0004791902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096291,"about_ca_system_score_gemma":0.00250375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569341,"about_ca_topic_score_gemma":0.01492989,"domain_scores_codex":[0.979562,0.01204349,0.002609268,0.001428256,0.002547175,0.001809759],"domain_scores_gemma":[0.9935707,0.001045276,0.002037061,0.0009693655,0.00174209,0.0006354395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006997706,0.002700949,0.000666419,0.0006908432,0.0003178273,0.00004206994,0.8076039,0.0007798394,0.01019652,0.04096726,0.0412741,0.09406052],"study_design_scores_gemma":[0.008537621,0.006999727,0.09515881,0.005862253,0.001075374,0.0001051964,0.5165386,0.1290435,0.02683976,0.007388119,0.1977383,0.004712803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951153,0.00160902,0.05530233,0.02281073,0.003049059,0.004823183,0.0003324429,0.001053767,0.01590414],"genre_scores_gemma":[0.9587746,0.004843247,0.02565816,0.001591389,0.002408001,0.0005634735,0.001109872,0.0001520659,0.004899188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910653,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055552675428848,"score_gpt":0.3102935403563372,"score_spread":0.2897380136020487,"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."}}