{"id":"W4302811415","doi":"10.1017/s0261444803261930","title":"Bilingual education/bilingualism","year":2003,"lang":"en","type":"article","venue":"Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Irish; Multilingualism; Bilingual education; Ethnography; Sociology; Foreign language; Pedagogy; Humanities; Library science; Psychology; Linguistics; Anthropology; Art","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001492561,0.0001050162,0.0001090165,0.0001168793,0.0007013388,0.0001116053,0.0001977905,0.00008458401,0.001334878],"category_scores_gemma":[0.004758161,0.000105956,0.00006404899,0.0001633591,0.0000881766,0.0001316408,0.00001208724,0.0003034714,0.0001770394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059166,"about_ca_system_score_gemma":0.001845851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007624738,"about_ca_topic_score_gemma":0.001556686,"domain_scores_codex":[0.9984187,0.0006181492,0.000187722,0.0002099908,0.0002392466,0.0003261461],"domain_scores_gemma":[0.9992191,0.0001999681,0.00007270043,0.000259698,0.00004972834,0.0001988605],"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":[9.547324e-7,0.0001104367,0.000758178,0.000005556332,0.000004474145,0.000001678464,0.4319401,0.000001580475,0.0002269248,0.4906861,0.0006133132,0.07565072],"study_design_scores_gemma":[0.0001087141,0.000006003559,0.00008228864,0.00001654292,0.000007698313,0.000004245678,0.2004366,0.000005734225,0.0003146641,0.001201806,0.7976448,0.0001709027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4766729,0.0004197886,0.00004824207,0.0004558957,0.000932315,0.0001142568,0.000001238843,0.0001460531,0.5212093],"genre_scores_gemma":[0.9437305,0.00001108413,0.004878859,0.002020495,0.001061279,0.000008659589,0.000007628584,0.00001748731,0.04826402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7970315,"threshold_uncertainty_score":0.9995781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826545107558754,"score_gpt":0.4852071495183352,"score_spread":0.4469416984427476,"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."}}