{"id":"W21872600","doi":"10.1016/j.yhbeh.2011.08.004","title":"Méthodologie au bac de français","year":2014,"lang":"en","type":"article","venue":"Publications Docs-en-stock.com","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009239399,0.0002353211,0.0003170859,0.0003520245,0.001266052,0.0003605098,0.001427281,0.0003840956,0.001886984],"category_scores_gemma":[0.0252101,0.0002393908,0.0001610345,0.001330476,0.0004961008,0.0005648038,0.0001916243,0.0006659218,0.0005807969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714518,"about_ca_system_score_gemma":0.0007579637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254188,"about_ca_topic_score_gemma":0.003286127,"domain_scores_codex":[0.9928626,0.004659916,0.0004093173,0.0005690544,0.0005505332,0.0009485537],"domain_scores_gemma":[0.9934425,0.004605313,0.0002198355,0.001011294,0.0003031341,0.0004179267],"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":[0.000008347774,0.0002527312,0.1376202,0.00002960958,0.00006534116,0.000002215893,0.04390484,0.000110899,0.0009067356,0.3367323,0.0455794,0.4347873],"study_design_scores_gemma":[0.0002274829,0.00004120609,0.1393191,0.0000129207,0.00002858384,0.000004243298,0.001108052,0.0009278395,0.0001171679,0.006159493,0.8517483,0.0003055118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03353824,0.0005091922,0.5647637,0.09219764,0.001014611,0.0007932028,0.00002050261,0.001531892,0.3056311],"genre_scores_gemma":[0.693715,0.00006742107,0.249956,0.001949553,0.001656515,0.0005515813,0.0000700158,0.000076468,0.05195737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.806169,"threshold_uncertainty_score":0.9990254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07697743533813382,"score_gpt":0.3909204984190485,"score_spread":0.3139430630809146,"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."}}