{"id":"W3005160547","doi":"10.1007/s42650-020-00017-9","title":"Does Living Alone Mean Spending Time Differently? Time Use and Living Arrangements Among Older Canadians","year":2020,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Federation for the Humanities and Social Sciences","keywords":"Spouse; Time-use survey; Activities of daily living; Gerontology; Independent living; Psychology; Older people; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001023713,0.0003365055,0.0005526146,0.001991986,0.004663856,0.002290864,0.001557089,0.001153496,0.003552902],"category_scores_gemma":[0.00467214,0.0003669369,0.00121631,0.006397356,0.001323555,0.001115145,0.001082496,0.001622741,0.0002428917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01411253,"about_ca_system_score_gemma":0.01878729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897149,"about_ca_topic_score_gemma":0.995014,"domain_scores_codex":[0.9987358,0.0001060186,0.00008640287,0.0001590229,0.0003713086,0.0005413261],"domain_scores_gemma":[0.996507,0.000229334,0.0008793526,0.0001147323,0.001113051,0.001156533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006488014,0.00006957464,0.9929432,0.00002076419,0.0000753348,0.00005569895,0.003455898,0.00003362754,0.00005122026,0.0001546961,0.000641228,0.00243389],"study_design_scores_gemma":[0.000002962121,0.00001557656,0.9914779,0.00003336475,0.00002595601,0.00001718534,0.007818784,0.00003636814,0.000009180218,0.00003123818,0.0005216916,0.000009885503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937912,0.001129403,0.00002143443,0.0007089332,0.0000347227,0.00001767418,0.001363365,0.000002450172,0.002930948],"genre_scores_gemma":[0.9980478,0.0004542502,0.00004102382,0.0001635003,0.00001268178,0.000009013646,0.0005238165,0.000002572711,0.0007452738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411253,"threshold_uncertainty_score":0.102394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494135222047954,"score_gpt":0.2783856624903388,"score_spread":0.2434443102698593,"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."}}