{"id":"W2392199452","doi":"","title":"PENSER LE FRANAIS A ORIENTATION PROFESSIONNELLE DANS LE CADRE DU FRANAIS GENERAL","year":2004,"lang":"fr","type":"article","venue":"Études françaises","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Philosophy; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00127771,0.0004573818,0.0005304915,0.0001639051,0.002666917,0.000164552,0.0006690802,0.0005263899,0.002549194],"category_scores_gemma":[0.0007919415,0.0004761227,0.0003056853,0.001244144,0.001636041,0.0009012177,0.0001498164,0.0006540981,0.0004305553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253304,"about_ca_system_score_gemma":0.001343679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2122334,"about_ca_topic_score_gemma":0.05023296,"domain_scores_codex":[0.9957218,0.001066016,0.000575572,0.0007994704,0.0008832489,0.0009539097],"domain_scores_gemma":[0.9982339,0.0003288806,0.0002989036,0.000510564,0.0002626741,0.0003651274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006726732,0.00127289,0.02699805,0.0002580911,0.0002209213,0.000313009,0.2323824,0.008580352,0.009896447,0.6855345,0.005282658,0.02919343],"study_design_scores_gemma":[0.006465562,0.0005706701,0.08990385,0.0009651115,0.0003700031,0.0000555017,0.1249699,0.0007310946,0.02193474,0.009634245,0.7420506,0.002348725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8099978,0.01299137,0.02871378,0.01774717,0.004818447,0.0008217674,0.0000325776,0.0003648942,0.1245122],"genre_scores_gemma":[0.940392,0.0003511489,0.02997872,0.000852764,0.001801442,0.00008499232,0.00003539452,0.00009047378,0.02641303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367679,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950003707467199,"score_gpt":0.2955050769356757,"score_spread":0.2760050398610037,"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."}}