{"id":"W3162408680","doi":"10.7202/1076964ar","title":"Une recherche collaborative visant à interroger un dispositif de coévaluation des stages en formation à l’enseignement","year":2020,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04621575,0.000349986,0.0003372309,0.000143252,0.0008616874,0.0001998938,0.0003021593,0.000578751,0.0007351692],"category_scores_gemma":[0.01128976,0.0003993863,0.0001325086,0.001874375,0.0006238556,0.001568056,0.00004087535,0.0005900383,0.0001845402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006278,"about_ca_system_score_gemma":0.003536399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007182256,"about_ca_topic_score_gemma":0.0008947906,"domain_scores_codex":[0.9612098,0.03588877,0.0008907589,0.0005717365,0.0009215922,0.000517389],"domain_scores_gemma":[0.9924343,0.004995684,0.0006618365,0.0002240805,0.001447137,0.0002369549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002485024,0.0002597103,0.001669322,0.0001211822,0.0001134595,3.638411e-7,0.895825,0.001130469,0.001389,0.03138999,0.004432799,0.06364386],"study_design_scores_gemma":[0.001092359,0.0004003273,0.1916426,0.0003290263,0.0004755647,0.000005865432,0.7392851,0.01376642,0.002398361,0.03192905,0.01798886,0.0006864311],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765358,0.00222439,0.111815,0.2973751,0.002720336,0.001576905,0.00007979504,0.0001627677,0.007510007],"genre_scores_gemma":[0.9589319,0.003228319,0.03065753,0.002445974,0.001994747,0.0003288027,0.001118625,0.00004677278,0.001247335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3823962,"threshold_uncertainty_score":0.9998458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4552271827680792,"score_gpt":0.5271689251269217,"score_spread":0.07194174235884249,"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."}}