{"id":"W4295787718","doi":"10.22329/jtl.v16i2.6996","title":"A Narrative Inquiry of Three Chinese International Students’ Academic Adjustment Experiences at Canadian Universities","year":2022,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Narrative; Graduate students; Narrative inquiry; Pedagogy; Medical education; Psychology; Sociology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005200211,0.001331259,0.001021595,0.002556264,0.03990508,0.008420451,0.003152524,0.002390513,0.002368834],"category_scores_gemma":[0.008373125,0.0006310467,0.0006969476,0.004310652,0.01585759,0.003846803,0.009602606,0.006348823,0.0002788156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04836519,"about_ca_system_score_gemma":0.04479983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6435508,"about_ca_topic_score_gemma":0.8033963,"domain_scores_codex":[0.9953091,0.001750071,0.0001794925,0.0003461102,0.0008678585,0.001547469],"domain_scores_gemma":[0.9934754,0.00177625,0.0005848705,0.0001636974,0.00123905,0.002760818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001228925,0.00001318862,0.001629143,0.00002307356,0.000002035851,0.0004795784,0.9948508,0.00001757151,0.0001638152,0.001046757,0.0006372593,0.001124482],"study_design_scores_gemma":[9.378469e-7,0.000006569746,0.001042957,0.00003242646,0.000002247507,0.00008158302,0.9945329,0.00002358517,0.00005434508,0.00008243338,0.004128516,0.00001146531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828967,0.0008340681,0.0004651803,0.004165829,0.0001038516,0.0001435327,0.0001409442,0.00001456703,0.01123536],"genre_scores_gemma":[0.9929048,0.001084433,0.0004265104,0.000698536,0.00002082869,0.0001061802,0.00008420599,0.00001900124,0.004655528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564492,"threshold_uncertainty_score":0.7170968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289994896770187,"score_gpt":0.5089848536130503,"score_spread":0.3799853639360317,"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."}}