{"id":"W4406957315","doi":"10.17755/esosder.1506067","title":"Relative Income and Wellbeing in Canada","year":2025,"lang":"en","type":"article","venue":"Elektronik Sosyal Bilimler Dergisi","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marital status; Socioeconomic status; Happiness; Residence; Life satisfaction; Demographic economics; Inequality; Religiosity; Demography; Relative deprivation; Socioeconomics; Psychology; Economics; Sociology; Social psychology; Population","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":[0.0005143377,0.0001611101,0.0002954437,0.001342497,0.00276569,0.001342169,0.0004096052,0.0001638167,0.002850139],"category_scores_gemma":[0.002323053,0.00008364977,0.0003804829,0.00370261,0.0007231778,0.0003353511,0.001155615,0.0006572329,0.0001443715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01780566,"about_ca_system_score_gemma":0.02450806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908686,"about_ca_topic_score_gemma":0.9939423,"domain_scores_codex":[0.9994349,0.00004926552,0.00002066143,0.00004376169,0.0002202724,0.0002311332],"domain_scores_gemma":[0.998664,0.00009379816,0.0001922979,0.00002922453,0.0005422052,0.0004785951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084213,0.00004944746,0.9683488,0.00004532499,0.00005834676,0.00016439,0.002197198,0.0004003763,0.0001017557,0.001490749,0.00230602,0.02472908],"study_design_scores_gemma":[0.000002244136,0.00001103365,0.9957546,0.00003195749,0.00001475291,0.00003190402,0.001756621,0.0002061901,0.00002905642,0.0001258544,0.00202613,0.000009729657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870372,0.001356978,0.00009755712,0.001114015,0.00002307596,0.00001600956,0.002102977,0.000007858316,0.008244352],"genre_scores_gemma":[0.997778,0.0006389972,0.00008413887,0.0000531648,0.000003955662,0.000004240525,0.0005828218,0.000002276523,0.0008525144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780566,"threshold_uncertainty_score":0.1291897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007628912854347286,"score_gpt":0.2713577724663253,"score_spread":0.263728859611978,"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."}}