{"id":"W1606010062","doi":"10.7202/018977ar","title":"Enjeux. Revue de formation continuée et de didactique du français, no 62, printemps 2005, Centre d’études et de documentation pour l’enseignement du Français, Namur, Belgique","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02557167,0.0004013962,0.0003818972,0.000344571,0.001430142,0.0006567704,0.0007740336,0.0004763376,0.00089424],"category_scores_gemma":[0.005923787,0.0004594002,0.0001983274,0.001132053,0.0009553774,0.002340979,0.0001010531,0.0006823232,0.0001911399],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005524362,"about_ca_system_score_gemma":0.003681098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02843978,"about_ca_topic_score_gemma":0.04732244,"domain_scores_codex":[0.9924902,0.003815379,0.0008638861,0.0007021969,0.0006277341,0.001500643],"domain_scores_gemma":[0.9962909,0.001493994,0.0008114125,0.000353761,0.0005728722,0.0004770544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005145233,0.0005872251,0.04111138,0.0008071726,0.00005146821,0.00003929996,0.7486343,0.004039499,0.01262765,0.1631066,0.006028377,0.0229156],"study_design_scores_gemma":[0.00211812,0.0007679394,0.4098526,0.005023805,0.000407779,0.0008694406,0.1895096,0.03023447,0.02371033,0.03087087,0.3042424,0.002392656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6299514,0.004121858,0.2932668,0.02285806,0.001812155,0.000931836,0.00001361488,0.0001823461,0.04686185],"genre_scores_gemma":[0.8012595,0.002604032,0.1890241,0.001958509,0.001135093,0.00006375441,0.00004488624,0.00003833942,0.003871779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591246,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09001764844761638,"score_gpt":0.3931070152996349,"score_spread":0.3030893668520185,"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."}}