{"id":"W4233503658","doi":"10.4000/reperes.195","title":"Simard Claude, Dufays Jean-Louis, Dolz Joachim, Garcia-Debanc Claudine (éd.) (2010). Didactique du français langue première","year":2011,"lang":"fr","type":"article","venue":"Repères","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003574683,0.0007653788,0.0009983758,0.0002751398,0.0008883978,0.0002192047,0.001287106,0.001097353,0.01999532],"category_scores_gemma":[0.005881335,0.0007579224,0.0005373561,0.001111178,0.00140261,0.0007245555,0.000372408,0.001667947,0.001764574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108706,"about_ca_system_score_gemma":0.0003824481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08345541,"about_ca_topic_score_gemma":0.01541461,"domain_scores_codex":[0.9920881,0.002885961,0.0009355788,0.001276756,0.001132468,0.001681129],"domain_scores_gemma":[0.9951853,0.001788606,0.0006520681,0.001322628,0.0003652825,0.0006861553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003215023,0.001590159,0.1924964,0.0007935216,0.0008086282,0.001509942,0.2258409,0.0001560808,0.004203211,0.04948687,0.215101,0.3076918],"study_design_scores_gemma":[0.0007960901,0.0003692701,0.07533205,0.0004559504,0.0002749717,0.00004765094,0.003777612,0.0004527688,0.003342551,0.002018208,0.9119034,0.001229467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3511747,0.1199858,0.004762036,0.01343915,0.01408427,0.001711379,0.0001517242,0.001404154,0.4932868],"genre_scores_gemma":[0.8311636,0.00657621,0.03437565,0.001156926,0.006294236,0.0001192859,0.00005733904,0.0002592302,0.1199975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6968024,"threshold_uncertainty_score":0.9994872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581815915686528,"score_gpt":0.2850013501907864,"score_spread":0.2491831910339211,"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."}}