{"id":"W4362684971","doi":"10.2991/978-2-38476-042-8_27","title":"Culture Shock Experiences: A Case Study of a Canadian in Vietnam","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Political science; History; Psychology; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009209574,0.001021154,0.0007729186,0.001761165,0.03724295,0.004048367,0.002977447,0.00295601,0.004960249],"category_scores_gemma":[0.00230833,0.0006511804,0.0005099312,0.003575291,0.005761664,0.001420329,0.003448999,0.003782684,0.0004766642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04125563,"about_ca_system_score_gemma":0.03330974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9096352,"about_ca_topic_score_gemma":0.9736038,"domain_scores_codex":[0.9988258,0.0002700522,0.00003144203,0.0001243337,0.0002433865,0.0005049647],"domain_scores_gemma":[0.9986298,0.0002228496,0.00008966456,0.00002806227,0.0002564014,0.0007732698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00006212775,0.0002832766,0.01617264,0.0002923367,0.00002256787,0.0866377,0.8662823,0.0002333316,0.001082961,0.004131853,0.007672654,0.01712625],"study_design_scores_gemma":[0.000004945542,0.00007310337,0.007329751,0.0001507215,0.00001411673,0.009182733,0.9505299,0.0001101975,0.0001770351,0.0001951923,0.03219058,0.00004167275],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669598,0.001859526,0.0005509817,0.005328808,0.0002351264,0.0002422882,0.000246118,0.00002399353,0.02455333],"genre_scores_gemma":[0.9650657,0.003808224,0.001270553,0.001895843,0.00005135415,0.00006927368,0.0001350801,0.00004857451,0.02765539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09036475,"threshold_uncertainty_score":0.299332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1780361185895214,"score_gpt":0.5001544074314795,"score_spread":0.3221182888419581,"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."}}