{"id":"W4300068565","doi":"10.1017/s0261444805262997","title":"Bilingual education &amp; bilingualism","year":2005,"lang":"en","type":"article","venue":"Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Curriculum; Scholarship; Foreign language; Sociology; Bilingual education; Metalanguage; Second language; Pedagogy; Psychology; Linguistics; Political science; Philosophy","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":[0.0006866409,0.0002053851,0.0001862897,0.0002005672,0.0006314951,0.0003324824,0.0002347138,0.0000593761,0.005808544],"category_scores_gemma":[0.0004381535,0.0001796282,0.0001127239,0.00002826216,0.00007077286,0.0003383914,0.00004916035,0.0007549036,0.0007611738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007035926,"about_ca_system_score_gemma":0.0001066577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368877,"about_ca_topic_score_gemma":0.006316929,"domain_scores_codex":[0.9986631,0.0001911435,0.0002825361,0.0003172594,0.0002044375,0.0003415575],"domain_scores_gemma":[0.9992178,0.000138496,0.0001160782,0.0003981389,0.00003302532,0.00009643448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004114903,0.0001087363,0.00007705457,0.00001494934,0.00001722487,0.000004147906,0.4369406,0.00002383163,0.0007542443,0.0519868,0.001455438,0.5086129],"study_design_scores_gemma":[0.0002414763,0.00002243299,0.00001982378,0.00006785424,0.00003030917,0.0000324345,0.1100189,0.0002011955,0.0001911557,0.0001266715,0.8886864,0.0003613509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772514,0.00154685,0.0001074413,0.0004673503,0.000674558,0.00009441777,0.000005751703,0.0004907977,0.2193615],"genre_scores_gemma":[0.9080157,0.000001873306,0.003963181,0.002550346,0.006132949,0.000008561413,0.00009569583,0.00004849306,0.0791832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.887231,"threshold_uncertainty_score":0.9951003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914380152849453,"score_gpt":0.2919617803529671,"score_spread":0.2728179788244726,"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."}}