{"id":"W1987795060","doi":"10.3138/cmlr.67.3.287","title":"Curriculum et besoins langagiers en zone d'éducation linguistique plurielle","year":2011,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003658816,0.0001996838,0.0003340476,0.001737806,0.002868442,0.003478897,0.0006248429,0.001003799,0.007040926],"category_scores_gemma":[0.007845304,0.0001227062,0.0001321894,0.003135095,0.002142092,0.001898058,0.002096997,0.0008919605,0.0006404608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01102929,"about_ca_system_score_gemma":0.02269219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.167249,"about_ca_topic_score_gemma":0.2362426,"domain_scores_codex":[0.9979669,0.0009663309,0.0000834055,0.0002117282,0.0003484304,0.0004231208],"domain_scores_gemma":[0.9962298,0.001533005,0.0006894211,0.0001026393,0.0007211202,0.0007239922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002302975,0.0002671463,0.08577386,0.001776503,0.00003637399,0.001237158,0.3930481,0.0004668808,0.002482378,0.08374831,0.01235621,0.4185767],"study_design_scores_gemma":[0.00004168415,0.0002923568,0.2251339,0.002628899,0.00007276329,0.0006063195,0.2504905,0.0002508682,0.001492378,0.008787919,0.5101545,0.00004806669],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182016,0.06118727,0.002273368,0.02168168,0.000301984,0.0001216395,0.0003489403,0.00007340146,0.0958101],"genre_scores_gemma":[0.9567006,0.01566697,0.00106713,0.000750203,0.00007381535,0.00007428242,0.0001248662,0.00001231768,0.02552978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.832751,"threshold_uncertainty_score":0.3325511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012612589565365,"score_gpt":0.3094333304089938,"score_spread":0.2793072045133402,"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."}}