{"id":"W2114256753","doi":"10.1017/s0267190513000056","title":"Multilingualism in Canada: Policy and Education in Applied Linguistics Research","year":2013,"lang":"en","type":"article","venue":"Annual Review of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University; Australian Government","keywords":"Multilingualism; Language policy; Identity (music); Applied linguistics; Ideology; Political science; Pedagogy; Linguistics; Sociology; Multilingual Education; Field (mathematics); Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002024608,0.0001751156,0.0004480131,0.0003797853,0.000150412,0.00003317535,0.0003423105,0.0001217182,0.00009165365],"category_scores_gemma":[0.03915652,0.0001849847,0.00002675703,0.001072189,0.0002923486,0.000009689927,0.00008706363,0.0004664017,0.00002766522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551527,"about_ca_system_score_gemma":0.0211263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9404473,"about_ca_topic_score_gemma":0.6941491,"domain_scores_codex":[0.9974719,0.0001758741,0.0008165739,0.0003290216,0.0006328529,0.0005738003],"domain_scores_gemma":[0.9963419,0.001110457,0.0002645425,0.0003722393,0.001570355,0.0003405369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001007058,0.0001843933,0.000730806,0.002351062,0.000005697505,0.000001327545,0.02110777,0.000005308356,0.00000883155,0.8147149,0.008495174,0.1523847],"study_design_scores_gemma":[0.0002178843,0.00000958102,0.002165879,0.001329129,0.000008550864,1.553449e-7,0.0169154,0.00003106325,0.00004105669,0.008980944,0.9700747,0.0002256131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.020098,0.007095038,7.432636e-7,0.0008752085,0.0008748005,0.001907653,0.00003501177,0.00002059142,0.969093],"genre_scores_gemma":[0.9702061,0.02247662,0.001531416,0.002570291,0.002369685,0.0001260852,0.00002748088,0.00002366826,0.0006685901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9684244,"threshold_uncertainty_score":0.984423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04944873181905232,"score_gpt":0.4731154057784142,"score_spread":0.4236666739593619,"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."}}