{"id":"W2976842386","doi":"10.32674/jis.v9i3.749","title":"Exploring Oral English Learning Motivation in Chinese International Students with Low Oral English Proficiency","year":2019,"lang":"en","type":"article","venue":"Journal of International Students","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Acculturation; Psychology; Expectancy theory; Language proficiency; Mathematics education; Value (mathematics); Academic achievement; Interpretation (philosophy); Narrative; Pedagogy; Social psychology; Ethnic group; Linguistics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608449,0.0003537463,0.0003390798,0.0008880016,0.001758539,0.002384108,0.0005159813,0.0004508763,0.001594068],"category_scores_gemma":[0.003656214,0.0001923338,0.0002723895,0.0004474952,0.00103441,0.0009688756,0.001573264,0.0009019937,0.0001506537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152994,"about_ca_system_score_gemma":0.001929418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424562,"about_ca_topic_score_gemma":0.01515883,"domain_scores_codex":[0.9994416,0.0001613998,0.00003454277,0.00005109576,0.0001351794,0.0001761601],"domain_scores_gemma":[0.9982058,0.0005309748,0.0005329282,0.00004212343,0.0002670855,0.0004210044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008192714,0.0007132723,0.5269144,0.0002327054,0.00003643367,0.0009287627,0.4445336,0.00005388708,0.002620482,0.0008970634,0.000361111,0.02262652],"study_design_scores_gemma":[0.00001039094,0.0003407737,0.3812312,0.0001198015,0.00003249473,0.0003482153,0.6137493,0.0002801407,0.0006820333,0.0004189601,0.002757213,0.00002947405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994118,0.00003044971,0.00003090062,0.00004394663,0.000001703918,0.000007492871,0.00000580187,4.754324e-7,0.0004674538],"genre_scores_gemma":[0.9994467,0.00004646639,0.00006402133,0.00003105307,0.00000158918,0.00001786876,0.00001304026,6.846845e-7,0.0003786417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006424562,"threshold_uncertainty_score":0.01277435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380483441348389,"score_gpt":0.2969423946545122,"score_spread":0.2588940505196733,"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."}}