{"id":"W2801425467","doi":"10.20360/langandlit29386","title":"Innovation pédagogique en cours de français à l'université et son impact sur les compétences en langue écrite : un apprentissage différent ?","year":2018,"lang":"fr","type":"article","venue":"Language and Literacy","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006993215,0.0004697172,0.0005182262,0.002004144,0.00287125,0.008298499,0.0008738504,0.001298475,0.01101387],"category_scores_gemma":[0.01913664,0.0002066558,0.0006078705,0.001807965,0.002784618,0.003365485,0.004398417,0.001602696,0.001081528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106552,"about_ca_system_score_gemma":0.01173008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09358141,"about_ca_topic_score_gemma":0.11143,"domain_scores_codex":[0.9930328,0.002825138,0.0002161343,0.0006542256,0.001907234,0.001364473],"domain_scores_gemma":[0.9763978,0.009082666,0.003486653,0.0007975082,0.004814537,0.005420855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004085348,0.001050487,0.474453,0.0007566427,0.0002426711,0.0007548289,0.2105991,0.001283975,0.00374722,0.02984192,0.004942496,0.2719192],"study_design_scores_gemma":[0.00003741634,0.0006987777,0.7951437,0.000774492,0.0001326616,0.0002259134,0.1360179,0.001051398,0.001983834,0.004880148,0.05893699,0.0001169215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600574,0.001186981,0.001375194,0.002417429,0.00005929493,0.00004938271,0.0001163772,0.00003932041,0.03469857],"genre_scores_gemma":[0.990994,0.0004615789,0.000564034,0.0001123925,0.00001609667,0.0000349336,0.00004569023,0.00001610558,0.007755153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09358141,"threshold_uncertainty_score":0.1860734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390513831947437,"score_gpt":0.3231203128849072,"score_spread":0.3092151745654328,"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."}}