{"id":"W7161848144","doi":"10.82308/14289","title":"Intensive English in Quebec: popular attitudes and news media debates","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Population; Context (archaeology); Canadian studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001884522,0.000263003,0.0003530643,0.002822881,0.01297383,0.008097789,0.001003936,0.001254324,0.01024687],"category_scores_gemma":[0.006076123,0.000249349,0.0001792726,0.00456739,0.006002207,0.002331136,0.00172094,0.001720059,0.0004835632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05333101,"about_ca_system_score_gemma":0.02520645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837548,"about_ca_topic_score_gemma":0.9891508,"domain_scores_codex":[0.9985505,0.000288836,0.00005092096,0.0001613752,0.0004815133,0.0004668734],"domain_scores_gemma":[0.9928249,0.002204027,0.00102529,0.0001545842,0.002529632,0.001261614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001681952,0.00009439747,0.1323869,0.0003385267,0.00005748102,0.001476091,0.7953646,0.0001234512,0.001163096,0.01250309,0.02034579,0.03597836],"study_design_scores_gemma":[0.0000136979,0.00003661079,0.2718456,0.0003464707,0.00004557638,0.0001324269,0.632368,0.0002078253,0.0002823983,0.0003511883,0.09430518,0.00006515945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309408,0.005044347,0.00009030071,0.01921727,0.0001290637,0.00002251626,0.0004588184,0.0000144563,0.04408242],"genre_scores_gemma":[0.9856176,0.001815829,0.00003279226,0.001449628,0.00004737417,0.00001061183,0.0001161425,0.0000106837,0.01089932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05333101,"threshold_uncertainty_score":0.3869454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856363632728249,"score_gpt":0.4210352620576636,"score_spread":0.3824716257303811,"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."}}