{"id":"W2259523113","doi":"10.1075/jicb.3.2.05mad","title":"Examining immigrants’ English and French proficiency in French immersion","year":2015,"lang":"en","type":"article","venue":"Journal of Immersion and Content-Based Language Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"French immersion; Immigration; Language proficiency; Psychology; Population; History; Sociology; Demography; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266007,0.0003204262,0.0002644869,0.001302608,0.0019212,0.001807577,0.0005060464,0.0004841356,0.002096177],"category_scores_gemma":[0.004716149,0.0001605849,0.0004321565,0.0009771702,0.001242004,0.0006148545,0.00180441,0.0006259227,0.0002086775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297604,"about_ca_system_score_gemma":0.004746292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7132238,"about_ca_topic_score_gemma":0.7892466,"domain_scores_codex":[0.9991571,0.0001079301,0.00003517373,0.00007034346,0.0002768135,0.0003527482],"domain_scores_gemma":[0.9983327,0.0001902336,0.0002532326,0.00003239065,0.00078514,0.0004063549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276591,0.0001962678,0.9180722,0.00004486229,0.00005284235,0.0002795325,0.061588,0.0001092259,0.001108731,0.0004447029,0.0005108946,0.01746512],"study_design_scores_gemma":[0.000002988485,0.0001174441,0.9535999,0.00002992664,0.00001484416,0.00007316846,0.0448086,0.00008163356,0.0001956479,0.00004643176,0.001014879,0.00001447673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982287,0.00005809093,0.00001921749,0.00003652157,0.000003072403,0.000005557438,0.00003652867,8.655795e-7,0.001611464],"genre_scores_gemma":[0.9991174,0.00007073238,0.00002741037,0.00002225578,0.000001501147,0.000005088827,0.00007243128,9.765545e-7,0.0006820565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7132238,"threshold_uncertainty_score":0.5769302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08669215099041518,"score_gpt":0.3832133725924484,"score_spread":0.2965212216020333,"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."}}