{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717704,0.00008100177,0.0001561389,0.00001636594,0.0002953504,0.00002035944,0.00004206123,0.0000309497,0.000007686517],"category_scores_gemma":[0.00007143166,0.00003019371,0.00001242065,0.0002755277,0.00003474315,0.00004361347,0.00002460807,0.0001445201,1.062986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252097,"about_ca_system_score_gemma":0.0005395143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932767,"about_ca_topic_score_gemma":0.9997814,"domain_scores_codex":[0.9991024,0.0001472083,0.0002109738,0.0001426657,0.0001297481,0.0002670444],"domain_scores_gemma":[0.9995978,0.0000765611,0.00004697812,0.00003681027,0.00003436745,0.0002074952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001862544,0.00001619043,0.9414867,0.00001854644,0.000002492741,0.00001249104,0.0006939514,0.000001052387,0.00001116236,0.00009326607,0.000274647,0.05737087],"study_design_scores_gemma":[0.0001555205,0.00009981624,0.9871612,0.00009189023,8.412415e-7,0.000004919619,0.01193293,0.00004269188,0.000003025106,0.0002207208,0.0002232625,0.00006319061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595488,0.000325637,3.408435e-8,0.03972671,0.00005658097,0.0002473813,0.000005072844,0.00000336461,0.00008642443],"genre_scores_gemma":[0.9991819,0.0001825025,0.00000441764,0.0005071476,0.00002823592,0.000001177053,0.000008135647,4.357586e-7,0.00008603026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05730768,"threshold_uncertainty_score":0.2271627,"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."}}