{"id":"W3197401054","doi":"10.22605/rrh6631","title":"Life satisfaction in adults in rural and urban regions of Canada - the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Victoria; Brandon University; University of Manitoba","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Life satisfaction; Residence; Marital status; Demography; Rural area; Gerontology; Population; Longitudinal study; Geography; Cohort; Socioeconomics; Environmental health; Medicine; Psychology; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008835858,0.0001794443,0.0003485247,0.001058806,0.001880738,0.0007125434,0.0005086098,0.0001656566,0.001779733],"category_scores_gemma":[0.001376028,0.0001308088,0.0003554712,0.003552778,0.0003547098,0.0002313041,0.0005400569,0.0003864554,0.0001431994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007234257,"about_ca_system_score_gemma":0.01202469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832187,"about_ca_topic_score_gemma":0.9905581,"domain_scores_codex":[0.999442,0.00004957524,0.00002902872,0.00007732654,0.0002255385,0.0001764332],"domain_scores_gemma":[0.9991291,0.00003618267,0.0001500604,0.00002382564,0.0004286928,0.0002321988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004391328,0.00002417547,0.9923495,0.00004279062,0.00003740591,0.00002359123,0.0007537921,0.00005188247,0.00007063442,0.00009327764,0.001359664,0.005149237],"study_design_scores_gemma":[0.000002413879,0.0000101911,0.9988915,0.00001344821,0.00000647064,0.00001103064,0.0005104208,0.00005732891,0.0000107713,0.00001363634,0.000470585,0.000002255022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826657,0.001072848,0.0002048445,0.0004519347,0.00001530077,0.0001028376,0.01101674,0.0000125514,0.004457232],"genre_scores_gemma":[0.9948394,0.0005157731,0.0002522382,0.0001052992,0.00000511288,0.0000488739,0.003535976,0.000002818435,0.0006944935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678127,"threshold_uncertainty_score":0.05248851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106913786056138,"score_gpt":0.2489297826572408,"score_spread":0.2278606447966794,"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."}}