{"id":"W1552552931","doi":"10.1023/a:1007043530451","title":"Non-Farm Rural Ontario Residents’ Perceived Quality of Life","year":2000,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Marital status; Quality of life (healthcare); Quality (philosophy); Sample (material); Metropolitan area; Quality of Life Research; Geography; Psychology; Demography; Socioeconomics; Gerontology; Medicine; Public health; Sociology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003986592,0.0001309239,0.0003903562,0.0003145471,0.002787382,0.0001044257,0.0006090914,0.0002543842,0.006928645],"category_scores_gemma":[0.0007073469,0.0001291143,0.0001802616,0.001283071,0.001780305,0.0001670498,0.00009757092,0.0006248375,0.0003071962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005869495,"about_ca_system_score_gemma":0.002046394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4904813,"about_ca_topic_score_gemma":0.3843786,"domain_scores_codex":[0.9949284,0.001177527,0.0005141504,0.0002866019,0.002325007,0.0007683174],"domain_scores_gemma":[0.9984905,0.0004997817,0.0001336956,0.0002041045,0.0003822989,0.0002895792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473342,0.000174995,0.6555212,0.00001987786,0.000102978,0.000001726526,0.3172505,3.339408e-7,0.00007914467,0.006999427,0.01227282,0.007429681],"study_design_scores_gemma":[0.0004449738,0.00004397024,0.9290085,0.00001167202,0.000006712817,3.257023e-8,0.04475033,6.050308e-7,0.00002465948,0.001556263,0.0240085,0.0001437782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8030668,0.0000932154,0.00000103758,0.001476789,0.00009452765,0.0003029764,0.00001190269,0.00003554358,0.1949172],"genre_scores_gemma":[0.9590889,0.0002469416,0.00001621346,0.00009086183,0.0005565974,0.00003644327,0.000008257416,0.00001394901,0.03994185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2734874,"threshold_uncertainty_score":0.9985108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479817383450643,"score_gpt":0.4485107538713968,"score_spread":0.3005290155263326,"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."}}