{"id":"W4214622913","doi":"10.5539/hes.v12n2p1","title":"The Role of Supervisor Support, Self-efficacy, and Language Competence in Academic Adaptation of International Graduate Students in Central China","year":2022,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supervisor; Psychology; Competence (human resources); China; Adaptation (eye); Language proficiency; Psychological intervention; Self-efficacy; Graduate students; Medical education; Pedagogy; Political science; Social psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413275,0.0002735375,0.0002740264,0.0007790654,0.0008517611,0.0009157324,0.0003374139,0.0002479746,0.0007712135],"category_scores_gemma":[0.003336336,0.0001143876,0.0002425425,0.0005223971,0.0007243096,0.0002861982,0.0009905207,0.0004800178,0.00006879252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005089813,"about_ca_system_score_gemma":0.00155104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116217,"about_ca_topic_score_gemma":0.01914091,"domain_scores_codex":[0.999378,0.0001981593,0.00004920557,0.00007500743,0.0001281382,0.0001714383],"domain_scores_gemma":[0.9969094,0.0004778921,0.0008112637,0.000140925,0.0003098047,0.001350703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000350748,0.000140937,0.9891177,0.00001221995,0.00002555082,0.0000959505,0.003313391,0.00005426526,0.0003392737,0.00006137249,0.00006031334,0.006743787],"study_design_scores_gemma":[0.000001964439,0.00004513635,0.9970789,0.000006179291,0.000005741815,0.00001980814,0.00255404,0.0001352737,0.0000558788,0.00002591905,0.00006786781,0.000003252983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997755,0.00002402009,0.00001274473,0.00002617416,0.000001413044,0.000001796242,0.00000361319,3.952794e-7,0.000154336],"genre_scores_gemma":[0.999912,0.00001378481,0.000008634592,0.000005198753,0.000001203177,0.00000153489,0.000006103702,1.546967e-7,0.00005140512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116217,"threshold_uncertainty_score":0.02219439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05723073338437215,"score_gpt":0.3951023324817562,"score_spread":0.3378715990973841,"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."}}