{"id":"W1644153908","doi":"10.18806/tesl.v24i1.28","title":"Individual and Social-Contextual Factors Affecting the Learning and Use of ESL: A Case Study of a Visiting Korean Physician","year":2006,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Extraversion and introversion; Personality; Social psychology; Limiting; Big Five personality traits; Perfectionism (psychology); Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005454489,0.0001231196,0.0002220572,0.00006978177,0.001690418,0.0002457353,0.00005592429,0.00001864589,0.0001014775],"category_scores_gemma":[0.0000891003,0.00008739213,0.00003390779,0.00002967103,0.0001153287,0.0001525819,0.00004225975,0.0006102391,2.484207e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155143,"about_ca_system_score_gemma":0.00009059934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5434013,"about_ca_topic_score_gemma":0.4689155,"domain_scores_codex":[0.998844,0.000309431,0.0002813058,0.0001020183,0.0002730005,0.0001902963],"domain_scores_gemma":[0.9988983,0.0005470646,0.0003995512,0.00004196513,0.00007690198,0.00003618937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002744922,0.0001887688,0.1069409,0.00008178913,0.0003663058,0.0007673781,0.8622059,0.0003679071,0.0002169115,0.001253055,0.001089994,0.02649367],"study_design_scores_gemma":[0.0007220997,0.0003456239,0.02233298,0.00007771506,0.000155942,0.0004804317,0.9726221,0.0001779265,0.00003526028,0.0000317598,0.002827711,0.0001904636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990247,0.0005672057,0.000002731376,0.00004208601,0.00005410401,0.00007473518,0.000008224618,0.00001112573,0.0002151194],"genre_scores_gemma":[0.9993497,7.145471e-7,0.000007225923,0.0002029212,0.0003413678,4.589779e-7,0.000001634534,0.00001609917,0.00007990687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104162,"threshold_uncertainty_score":0.9996092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239039891916979,"score_gpt":0.2523484742641181,"score_spread":0.2099580753449483,"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."}}