{"id":"W7048661235","doi":"","title":"L'initiation Ã  l'apprentissage coopÃ©ratif et son impact sur la coopÃ©ration entre pairs, l'engagement par rapport Ã  la matiÃ¨re et le dÃ©veloppement de la compÃ©tence langagiÃ¨re en franÃ§ais langue Ã©trangÃ¨re (FLE) chez des Ã©tudiants de premiÃ¨re annÃ©e en Ã©tudes mÃ©dicales Ã  l'UniversitÃ© des sciences de la santÃ© (USS) du Cambodge","year":2005,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human science; Research methodology; Prejudice (legal term)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481952,0.0006008178,0.0004667684,0.0006952145,0.007232867,0.00592886,0.001261636,0.001651311,0.06021205],"category_scores_gemma":[0.008300656,0.0004087825,0.0004406157,0.0009935049,0.002797215,0.003546754,0.007854926,0.001873003,0.00648445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004522043,"about_ca_system_score_gemma":0.005754676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04583564,"about_ca_topic_score_gemma":0.09606244,"domain_scores_codex":[0.9968727,0.001315714,0.00007110216,0.0004411225,0.0004127408,0.0008866676],"domain_scores_gemma":[0.9923613,0.001859647,0.001112907,0.0004730449,0.001377479,0.002815583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001622428,0.0009301489,0.2602336,0.001434054,0.0002279678,0.003181817,0.2911309,0.001499875,0.0077565,0.08133539,0.03514573,0.3155016],"study_design_scores_gemma":[0.00006224853,0.0007708989,0.3532095,0.0009797232,0.000103853,0.0009628245,0.3202216,0.001265429,0.001944447,0.008812276,0.3115626,0.0001046845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7932842,0.002273202,0.003305459,0.005791822,0.0005145535,0.000216801,0.0004444386,0.00006453125,0.194105],"genre_scores_gemma":[0.8941237,0.001120117,0.001239366,0.0006085615,0.00007789081,0.0002794121,0.0002957816,0.00005336062,0.1022018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06021205,"threshold_uncertainty_score":0.2014294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006708468142045174,"score_gpt":0.204106467848733,"score_spread":0.1973979997066878,"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."}}