{"id":"W4242584838","doi":"10.1017/s0261444804262139","title":"Bilingualism","year":2004,"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; Context (archaeology); Foreign language; Linguistics; Sociology; Language policy; First language; Humanities; History; Pedagogy; Art; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006424504,0.00005403556,0.00006101505,0.00005607161,0.0004469691,0.00006088881,0.0001482785,0.00004704266,0.0003341369],"category_scores_gemma":[0.0009026411,0.00005203642,0.00003742995,0.00008076765,0.00005677667,0.00009068926,0.000014342,0.0001901266,0.0001711615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008911335,"about_ca_system_score_gemma":0.0002078811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02903134,"about_ca_topic_score_gemma":0.002854362,"domain_scores_codex":[0.9993164,0.0001165294,0.00009182563,0.0001082806,0.0001564167,0.0002105366],"domain_scores_gemma":[0.999658,0.00005680881,0.00003250695,0.0001328157,0.00001282525,0.0001069754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[8.502959e-7,0.00003118743,0.0001144281,0.000002306629,0.000002436994,0.000005700385,0.70389,0.00001221051,0.0004253745,0.2526408,0.00006610191,0.04280864],"study_design_scores_gemma":[0.0006324658,0.00001801435,0.0005581899,0.00004993323,0.00001185624,0.000005306918,0.3042751,0.00001284846,0.001109752,0.005909086,0.6870718,0.0003456542],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616858,0.0001242486,0.000156312,0.002271507,0.0003189023,0.00006374154,0.000001090104,0.0001742422,0.3352041],"genre_scores_gemma":[0.9873624,0.000005807489,0.003006411,0.00161139,0.001015895,0.00000280721,0.000003638834,0.000008279175,0.006983412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6870057,"threshold_uncertainty_score":0.9774344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558849300262396,"score_gpt":0.488575416054165,"score_spread":0.4429869230515411,"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."}}