{"id":"W2017441749","doi":"10.1080/09500790.2010.489150","title":"English language immersion and students' academic achievement in English, Chinese and mathematics","year":2010,"lang":"en","type":"article","venue":"Evaluation & Research in Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mathematics education; Competence (human resources); English language; Psychology; Academic achievement; Chinese language; Pedagogy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008446777,0.0003339722,0.0003293809,0.001019954,0.0005922201,0.00143591,0.0002894361,0.0002956066,0.003109538],"category_scores_gemma":[0.003661817,0.0001445286,0.0003470236,0.0006784381,0.0005033368,0.0005086525,0.001168605,0.0005953764,0.0003430716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783944,"about_ca_system_score_gemma":0.0005339183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031623,"about_ca_topic_score_gemma":0.008264712,"domain_scores_codex":[0.9994527,0.00008028973,0.0000594655,0.0000657182,0.0002144848,0.0001274344],"domain_scores_gemma":[0.996497,0.0005076313,0.001291255,0.00009063727,0.000513082,0.001100426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055977,0.0004248377,0.9901518,0.00002586366,0.00004836049,0.0001068481,0.002823897,0.00005973244,0.001021798,0.0001238859,0.0001036276,0.00500374],"study_design_scores_gemma":[0.000002256052,0.0001437534,0.997866,0.000005887372,0.000008279508,0.00002420009,0.001487876,0.0001151988,0.00019219,0.00003197783,0.0001190123,0.000003481203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994543,0.00001801185,0.000007854428,0.000008085111,0.000001021875,0.000001922928,0.00001074644,7.665089e-7,0.0004971445],"genre_scores_gemma":[0.9996213,0.00001690266,0.00001253384,0.000002950947,0.000001239182,0.000002361755,0.00002327794,4.884814e-7,0.0003189235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008031623,"threshold_uncertainty_score":0.01596975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915999621493336,"score_gpt":0.4322044878152381,"score_spread":0.3730444916003048,"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."}}