{"id":"W1999178556","doi":"10.3138/cmlr.67.3.351","title":"Discourses on Bilingualism in Canadian French Immersion Programs","year":2011,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; French immersion; Ethnography; Linguistics; French; Sociology; Ideology; Bilingual education; AP French Language; Psychology; Political science; Pedagogy; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001092695,0.0003091353,0.0004360135,0.0006869906,0.0004050304,0.00007525359,0.0006019735,0.0002021838,0.00132365],"category_scores_gemma":[0.001188871,0.0003072516,0.0001447013,0.000724461,0.0003729075,0.0001672036,0.0000168585,0.0003334228,0.000122055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710209,"about_ca_system_score_gemma":0.002609675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984975,"about_ca_topic_score_gemma":0.999788,"domain_scores_codex":[0.9969552,0.000393521,0.0004017868,0.0004952438,0.0001334074,0.00162087],"domain_scores_gemma":[0.996414,0.0001187277,0.0001178046,0.0005136022,0.0001388513,0.002696997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000647329,0.0001089912,0.01996504,0.0008775324,0.00004386093,0.001628853,0.6395866,0.00000207526,0.0001088234,0.01314467,0.002286171,0.3222409],"study_design_scores_gemma":[0.000588828,0.0001741135,0.06476543,0.01108259,0.0001400698,0.0001227725,0.07930908,0.0002084311,0.00007777393,0.001554424,0.840058,0.001918507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494151,0.02231465,0.00000201559,0.001725112,0.0004577453,0.0009279692,0.0001874437,0.00006798496,0.1249019],"genre_scores_gemma":[0.987488,0.004999161,0.0002499181,0.002553902,0.0003420488,0.00007898264,0.0001785957,0.0000539165,0.0040555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8377718,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06052284986046057,"score_gpt":0.3599506494652101,"score_spread":0.2994277996047495,"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."}}