{"id":"W1980419646","doi":"10.3138/cmlr.65.5.757","title":"The Future of Intensive French in Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Psychology; AP French Language; Core (optical fiber); Scale (ratio); Intensive care; Medical education; Mathematics education; Medicine; Geography; Foreign language; Computer science; Cartography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002253349,0.0002760463,0.0004162571,0.001865001,0.005198395,0.00454376,0.00116333,0.0008883161,0.005799034],"category_scores_gemma":[0.00345205,0.0001505406,0.0002198473,0.00297933,0.00362859,0.001473298,0.001684838,0.0009480187,0.0002550806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07123038,"about_ca_system_score_gemma":0.1705658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898326,"about_ca_topic_score_gemma":0.9929199,"domain_scores_codex":[0.9981028,0.0002532554,0.00004810646,0.0001662433,0.0005607291,0.0008688433],"domain_scores_gemma":[0.996473,0.0003836716,0.0002897558,0.00008026302,0.001737683,0.00103568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002700489,0.0001343672,0.07954927,0.001296725,0.00003843826,0.001646014,0.03635222,0.001163978,0.002168252,0.09077056,0.03489681,0.7517133],"study_design_scores_gemma":[0.00003751089,0.0001902747,0.266088,0.001298096,0.00005395879,0.0008745735,0.05051233,0.0006597958,0.001551089,0.007590642,0.6710429,0.0001009312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5523446,0.131524,0.001577392,0.1065687,0.0006818131,0.00009319502,0.000840195,0.0002667915,0.2061034],"genre_scores_gemma":[0.9525012,0.02104806,0.001488289,0.003089668,0.00009540775,0.00001770636,0.0001931813,0.00002480637,0.02154162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07123038,"threshold_uncertainty_score":0.516815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100876698034179,"score_gpt":0.2025297695372599,"score_spread":0.192442099733842,"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."}}