{"id":"W2354065884","doi":"","title":"Analysis on health status as well as living and job satisfaction of Chinese immigrants in Canada","year":2007,"lang":"en","type":"article","venue":"Chinese Journal of Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Language barrier; Gerontology; Psychology; Chinese population; Life satisfaction; Stratified sampling; Job satisfaction; Medicine; Social psychology; Geography; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006151851,0.0002462982,0.0009623338,0.00152981,0.0001599102,0.00002582106,0.0001438317,0.00009190488,0.0006751926],"category_scores_gemma":[0.0007015103,0.0001821616,0.0001235437,0.001972287,0.00003288787,0.0002394879,0.00001634175,0.0006273714,0.00001110478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216441,"about_ca_system_score_gemma":0.007002283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714224,"about_ca_topic_score_gemma":0.99485,"domain_scores_codex":[0.9955552,0.0007137781,0.001896381,0.0002739628,0.0006418292,0.0009187995],"domain_scores_gemma":[0.9957768,0.0007153644,0.001582656,0.0002885864,0.0002276313,0.001408932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202525,0.0001259784,0.9418688,0.0001144036,0.0001438675,0.00002016827,0.01142644,0.00003773642,0.00000205482,0.000126478,0.0008304591,0.04518334],"study_design_scores_gemma":[0.0009886614,0.0006779191,0.9935754,0.00006533049,0.000010967,0.00009054405,0.003486082,0.00005454102,2.773419e-7,0.000190789,0.0007512392,0.0001082536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885517,0.002806843,0.0003519679,0.00635864,0.0006924051,0.0002459853,0.0000222477,0.000007713595,0.0009625064],"genre_scores_gemma":[0.9950175,0.00112366,0.0001014035,0.003446342,0.0001903505,0.000001985892,0.000009258366,0.00001978779,0.00008965911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05170658,"threshold_uncertainty_score":0.9986271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835346781314398,"score_gpt":0.3527802169581339,"score_spread":0.3344267491449899,"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."}}