{"id":"W3125117646","doi":"","title":"Life Satisfaction among Recent Immigrants in Canada: Comparisons with Source-country Populations and the Canadian-born","year":2014,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Life satisfaction; Demographic economics; Population; Quality of life (healthcare); Geography; Demography; Psychology; Sociology; Economics; Social psychology","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":[0.001179594,0.0001275876,0.0004119956,0.0001753849,0.0008274421,0.0001044892,0.0001326269,0.00004442306,0.00005963463],"category_scores_gemma":[0.001730968,0.00008961559,0.00002260165,0.000612547,0.0008026394,0.0002222955,0.00006941531,0.0003229435,0.00002241821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007263239,"about_ca_system_score_gemma":0.0007487254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925891,"about_ca_topic_score_gemma":0.9998741,"domain_scores_codex":[0.998418,0.00008820104,0.0003975348,0.0003247414,0.0002320709,0.0005394159],"domain_scores_gemma":[0.9988885,0.0004145039,0.00006347711,0.0002014214,0.0001424143,0.0002896876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007011556,0.000006402097,0.8942499,0.00001289486,0.00007682097,0.000002345247,0.000380778,0.000210966,7.155275e-8,0.09692165,0.006980404,0.001087695],"study_design_scores_gemma":[0.0004499328,0.00002623927,0.9184128,0.00002418059,0.000003845536,0.000001513643,0.001660659,0.0009448574,4.362552e-7,0.005437946,0.07291888,0.0001186975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400383,0.005795173,0.0001126286,0.04403497,0.0001168493,0.0004922579,0.00002273338,0.00001005988,0.009377022],"genre_scores_gemma":[0.995163,0.003380192,0.00004902932,0.0008776312,0.0000394388,0.00007319793,0.000004549401,0.000009476308,0.0004035047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0914837,"threshold_uncertainty_score":0.6364099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09968917094088901,"score_gpt":0.3010508872025597,"score_spread":0.2013617162616707,"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."}}