{"id":"W3206661331","doi":"10.1080/13670050.2021.1988049","title":"Bilingual language use is context dependent: using the Language and Social Background Questionnaire to assess language experiences and test-rest reliability","year":2021,"lang":"en","type":"article","venue":"International Journal of Bilingual Education and Bilingualism","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laidlaw Foundation; University of York","keywords":"Neuroscience of multilingualism; Psychology; Language proficiency; Context (archaeology); Test (biology); Multilingualism; Language assessment; Reliability (semiconductor); Mathematics education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00731569,0.0004182368,0.0005368681,0.0009955819,0.0007016206,0.000942934,0.0004668679,0.0004752124,0.001367748],"category_scores_gemma":[0.01343364,0.0003576074,0.000848314,0.0005857744,0.0007775453,0.0006373351,0.001616521,0.0008223648,0.0004951665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576487,"about_ca_system_score_gemma":0.0005936131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992629,"about_ca_topic_score_gemma":0.007765336,"domain_scores_codex":[0.9968664,0.001162886,0.0004345073,0.0005079971,0.0008311264,0.0001971432],"domain_scores_gemma":[0.9930204,0.002237288,0.001596629,0.0006902721,0.001948416,0.0005070929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004212097,0.0002536984,0.9728497,0.0001438108,0.0003055433,0.0001848968,0.006012407,0.0002025411,0.0033796,0.0001808297,0.0005113093,0.01555442],"study_design_scores_gemma":[0.00001884882,0.0002398655,0.9961439,0.00002794419,0.00002978044,0.0002113161,0.001315201,0.0004527183,0.0006001471,0.0001210106,0.0008203927,0.00001884014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964552,0.000159164,0.001237486,0.00004636775,0.00002391647,0.000168577,0.0002297086,0.00001452466,0.001665161],"genre_scores_gemma":[0.9971053,0.00008581528,0.001539244,0.00004158813,0.000008215683,0.0002871798,0.0004079722,0.00001707968,0.0005075273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00731569,"threshold_uncertainty_score":0.03868955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636035541954063,"score_gpt":0.3951384675365052,"score_spread":0.3287781121169645,"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."}}