{"id":"W3132734991","doi":"10.3917/capre1.017.0039","title":"Présentation du « groupe classe » PRÉAUT","year":2021,"lang":"fr","type":"article","venue":"Cahiers de PréAut","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire","funders":"","keywords":"Psychology","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":[0.001079557,0.00081928,0.0006771106,0.0008250106,0.003536155,0.003823234,0.001006095,0.006688177,0.02844414],"category_scores_gemma":[0.004067473,0.0002003498,0.0006764186,0.0005774881,0.002037677,0.001635051,0.002415248,0.00559085,0.004117495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825105,"about_ca_system_score_gemma":0.002424565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007887427,"about_ca_topic_score_gemma":0.008524109,"domain_scores_codex":[0.9989763,0.0003057619,0.00006074069,0.0001816979,0.0002367741,0.000238768],"domain_scores_gemma":[0.9982657,0.00083699,0.00009118126,0.00004645138,0.0003736013,0.0003861749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572831,0.00003806036,0.0008920929,0.000462817,0.00001710467,0.003435394,0.001296072,0.0001351407,0.0006146636,0.02628561,0.9358051,0.03086062],"study_design_scores_gemma":[0.0000128629,0.00002423807,0.001317387,0.000167191,0.000003602389,0.001726865,0.0008265453,0.0000496263,0.0001318274,0.001820694,0.9939107,0.000008413384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008645165,0.03887106,0.0007522895,0.5128309,0.402319,0.00004337765,0.0002854443,0.0000800739,0.03617269],"genre_scores_gemma":[0.1336198,0.03444508,0.0007506707,0.1161657,0.4261134,0.0002399146,0.0005162734,0.0001555613,0.2879936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02844414,"threshold_uncertainty_score":0.09515512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09624688923454472,"score_gpt":0.4140498727709997,"score_spread":0.317802983536455,"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."}}