{"id":"W4416189401","doi":"10.1080/01434632.2025.2571063","title":"Practiced and positioned cultural and linguistic identities of a multiracial South Korean family","year":2025,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Education, Michigan State University","keywords":"Ethnic group; Identity (music); Multilingualism; Cultural identity; Sociolinguistics; Neuroscience of multilingualism; Immigration","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":[0.000631845,0.000176212,0.0003429498,0.0001848234,0.0005027169,0.0001435176,0.0001059905,0.0001090282,0.00001082951],"category_scores_gemma":[0.002448219,0.0001291189,0.00005626829,0.0001490097,0.0004209802,0.0002483982,0.000067823,0.0002114134,0.000001069125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007033969,"about_ca_system_score_gemma":0.0004539767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852984,"about_ca_topic_score_gemma":0.0002683784,"domain_scores_codex":[0.9984566,0.000143389,0.0006852893,0.0001748106,0.0003143341,0.0002255912],"domain_scores_gemma":[0.9980758,0.0002825081,0.0004792969,0.00005192318,0.0009057316,0.0002046992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003681134,0.0002304949,0.006205929,0.0002525419,0.000248373,0.00001840145,0.8975611,0.000004108713,0.01069707,0.001321072,0.0001496782,0.08294314],"study_design_scores_gemma":[0.007916691,0.0002692798,0.4042589,0.001457048,0.0004911039,0.0001154999,0.5136495,0.0003332114,0.01865109,0.0004699577,0.05139409,0.000993692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995765,0.001221419,0.000008269206,0.0004792111,0.0005875552,0.0002143992,0.00000543017,0.0000142683,0.001704422],"genre_scores_gemma":[0.9897165,0.0006173541,0.007437504,0.0001964306,0.0002217025,0.000003236309,0.000003551547,0.000005382252,0.001798357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.398053,"threshold_uncertainty_score":0.5265314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348703700878398,"score_gpt":0.4393858070403518,"score_spread":0.3758987700315678,"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."}}