{"id":"W2972879548","doi":"10.7202/1063773ar","title":"The Suitability of French Immersion for Allophone Students in Saskatchewan: Exploring Diverse Perspectives on Language Learning and Inclusion","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"French immersion; French; Inclusion (mineral); Mathematics education; AP French Language; Language proficiency; Language acquisition; First language; Immigration; Neuroscience of multilingualism; Pedagogy; Psychology; Language education; Linguistics; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271938,0.00005717724,0.0001244951,0.0001181894,0.0005880481,0.00002972375,0.0001932603,0.00004293476,0.00003091656],"category_scores_gemma":[0.002034294,0.00004818451,0.00003127395,0.0001141659,0.0001171278,0.00001297045,0.00006153817,0.0001913109,0.000001381553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221728,"about_ca_system_score_gemma":0.000857119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0262002,"about_ca_topic_score_gemma":0.07406891,"domain_scores_codex":[0.9992734,0.00004827572,0.0002047584,0.0000832376,0.0002123566,0.0001779603],"domain_scores_gemma":[0.9989412,0.0004360411,0.0001635694,0.00006212883,0.0002065374,0.0001904581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005305338,0.00002981904,0.03338366,0.0000190144,0.00001157275,0.000002087501,0.9531165,0.00009166169,0.0001893782,0.005281592,0.00003758989,0.007784098],"study_design_scores_gemma":[0.0005180338,0.00008665719,0.009550158,0.00005634353,0.00001011575,1.692252e-7,0.9461978,0.00001637602,0.0002298191,0.0005372736,0.04271764,0.00007958486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926773,0.0002152809,0.0000027636,0.0001041131,0.0005815504,0.0001781169,0.000004254584,0.000001570494,0.006234995],"genre_scores_gemma":[0.9991016,0.00009424365,0.0001959056,0.00003139055,0.0003543481,0.000001522031,7.800597e-7,0.000005395422,0.00021478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04786871,"threshold_uncertainty_score":0.9802844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222345756927729,"score_gpt":0.3724045741374228,"score_spread":0.3401811165681455,"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."}}