{"id":"W2913345549","doi":"10.1093/deafed/eny037","title":"A Cross-cultural Mixed Methods Investigation of Language Socialization Practices","year":2018,"lang":"en","type":"article","venue":"The Journal of Deaf Studies and Deaf Education","topic":"Language Development and Disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Vietnamese; Socialization; Psychology; Identity (music); Context (archaeology); Developmental psychology; Social psychology; Language acquisition; Appeal; Adaptation (eye); Linguistics; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274369,0.0000758716,0.0001508684,0.00006669431,0.0001833955,0.00002988895,0.00008789056,0.00004168655,0.0000684938],"category_scores_gemma":[0.001240462,0.00004463883,0.0000281621,0.0001932809,0.0002971063,0.0002631691,0.00002709593,0.00007140644,0.000003824265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348713,"about_ca_system_score_gemma":0.0001063316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537975,"about_ca_topic_score_gemma":0.00005937665,"domain_scores_codex":[0.9990673,0.0003363193,0.0003226479,0.00006722783,0.0001181232,0.00008837104],"domain_scores_gemma":[0.9976044,0.000369156,0.001085246,0.0000845057,0.0008281707,0.00002853766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004048023,0.0001257823,0.06820416,0.0001090939,0.0007218081,8.257438e-7,0.7337961,0.000001112234,0.008959977,0.004159275,0.02583044,0.1576866],"study_design_scores_gemma":[0.0007605441,0.0003264664,0.4764051,0.00009045009,0.0003154547,0.00006490989,0.5077675,0.000005195604,0.006002711,0.005077265,0.003035785,0.0001485534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981615,0.01417331,0.0003322651,0.001207286,0.001387998,0.00008865204,6.090875e-7,0.000005307447,0.00118957],"genre_scores_gemma":[0.9934316,0.0004999558,0.004768357,0.0002956399,0.0004642803,0.000004195115,0.000003256498,0.000006028115,0.0005266893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.408201,"threshold_uncertainty_score":0.1820319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07089414756121161,"score_gpt":0.5114306767644632,"score_spread":0.4405365292032516,"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."}}