{"id":"W3037372995","doi":"10.1353/ces.2020.0012","title":"Quality of Life of Immigrants in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Quality of life (healthcare); Index (typography); Quality (philosophy); Demographic economics; Psychology; Gerontology; Sociology; Geography; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004222549,0.00005126053,0.0003357756,0.00003326876,0.00005724304,6.845077e-7,0.0001377928,0.00003032494,0.00006775056],"category_scores_gemma":[0.002875453,0.00005120551,0.00003010716,0.0003082011,0.0001510945,0.00002698923,0.00001502595,0.00007118731,0.000001106035],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052077,"about_ca_system_score_gemma":0.01060401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999785,"about_ca_topic_score_gemma":0.9999993,"domain_scores_codex":[0.9989089,0.0001424659,0.0003386333,0.00009148508,0.0001989045,0.0003196466],"domain_scores_gemma":[0.9989575,0.0003663671,0.00008182241,0.00006638899,0.0000857343,0.0004422248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001204393,0.000004598134,0.8686544,0.0005732671,0.00006189166,0.00000779048,0.07762025,0.00001419556,0.000001832696,0.008376442,0.02392487,0.02074846],"study_design_scores_gemma":[0.0001053434,0.000004252668,0.8926694,0.00002356792,0.000001830903,5.927578e-9,0.1045908,0.000001278886,0.000003207743,0.00006981919,0.00248296,0.00004749835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8936419,0.04799011,3.481603e-7,0.053235,0.0003074835,0.0001676423,0.0001055954,0.000004251768,0.004547658],"genre_scores_gemma":[0.9874206,0.003839323,0.000008612339,0.008620315,0.00004250608,0.000003913696,4.810424e-7,0.000002786049,0.00006148477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09377866,"threshold_uncertainty_score":0.995005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3155849270874415,"score_gpt":0.4488401150883229,"score_spread":0.1332551880008814,"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."}}