{"id":"W2163718465","doi":"","title":"Life Satisfaction and Income in Canadian Urban Neighbourhoods","year":2014,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Census; Geography; Scale (ratio); Life satisfaction; Demographic economics; Social capital; Association (psychology); Rural area; Socioeconomics; Sample (material); Demography; Psychology; Population; Sociology; Social psychology; Economics; Political science; Cartography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002111861,0.0002114841,0.0004323985,0.0004110432,0.0004938441,0.00008787225,0.0001377189,0.0002187044,0.0009922876],"category_scores_gemma":[0.003441685,0.0001734335,0.00005708856,0.0007549088,0.0007661727,0.000254975,0.0001003476,0.0007940661,0.0003269786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197992,"about_ca_system_score_gemma":0.00008377514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1794447,"about_ca_topic_score_gemma":0.4047663,"domain_scores_codex":[0.9965693,0.0008904181,0.0003810123,0.0006101954,0.0004196559,0.001129447],"domain_scores_gemma":[0.9976233,0.0009750361,0.00003578603,0.0003757195,0.0001547152,0.0008353958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518198,0.00003621756,0.846814,0.00003450977,0.0001737675,0.00002239574,0.001468222,0.000002627768,0.00003808108,0.1169532,0.01210634,0.02219881],"study_design_scores_gemma":[0.0005024423,0.0003627802,0.9139454,0.0000372228,0.00001065301,0.000009356898,0.001259879,0.00003518421,0.000002351248,0.01160878,0.07204054,0.0001853685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411005,0.002648304,0.00001522257,0.01503948,0.0005304484,0.0003138605,0.000007671415,0.00007403535,0.1402705],"genre_scores_gemma":[0.9955314,0.0008491136,0.00002773614,0.001230904,0.0003597935,0.000085518,0.000003095435,0.00002043487,0.001892011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253216,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07765027666852212,"score_gpt":0.4161820113248476,"score_spread":0.3385317346563255,"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."}}