{"id":"W4402219483","doi":"10.32920/26937358","title":"Aging People, Aging Places: Experiences, Opportunities, and Challenges of Growing Older in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aging in place; Older people; Gerontology; Successful aging; Business; Medicine","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":[0.0013117,0.0004426132,0.0006602291,0.001202993,0.0421881,0.007260712,0.001498492,0.001424221,0.005257165],"category_scores_gemma":[0.002761663,0.0002954792,0.0004008653,0.004494158,0.007065842,0.002538394,0.006221366,0.003147547,0.0003709907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06980446,"about_ca_system_score_gemma":0.1397484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948285,"about_ca_topic_score_gemma":0.9984541,"domain_scores_codex":[0.9984468,0.0001994205,0.00004415993,0.0001262451,0.0004030478,0.0007804683],"domain_scores_gemma":[0.9967332,0.0003294096,0.0001818994,0.00004957647,0.0008519499,0.001853959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006869309,0.00005083636,0.02060971,0.0002300302,0.0000148194,0.001374849,0.9159242,0.000105413,0.0003661782,0.006342318,0.03141456,0.02349838],"study_design_scores_gemma":[0.000003332575,0.00001676706,0.01440395,0.0001874228,0.000009917779,0.0001542416,0.9264816,0.00004842147,0.00005109256,0.0003222601,0.05828615,0.00003480527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066098,0.007958855,0.0002749866,0.02553682,0.0007425345,0.0000817556,0.000886719,0.00003769704,0.05787087],"genre_scores_gemma":[0.9762257,0.005205963,0.0002370036,0.003016844,0.00004856711,0.00003540996,0.0001844012,0.00003002712,0.0150161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06980446,"threshold_uncertainty_score":0.5064691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05380736290531358,"score_gpt":0.2784779939003236,"score_spread":0.2246706309950101,"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."}}