{"id":"W4306973498","doi":"10.1080/01634372.2022.2133199","title":"How Does Community-Based Housing Foster Social Participation in Older Adults: Importance of Well-Designed Common Space, Proximity to Resources, Flexible Rules and Policies, and Benevolent Communities","year":2022,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Aging in place; Space (punctuation); Public housing; Social engagement; Economic growth; Sociology; Business; Public relations; Psychology; Gerontology; Political science; Medicine; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002566442,0.0006524819,0.001791521,0.002837932,0.0005253737,0.002503837,0.0008666649,0.002199046,0.001478899],"category_scores_gemma":[0.008125035,0.000308289,0.001615627,0.003111915,0.000857193,0.002689805,0.001231584,0.0007734015,0.0002573343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192969,"about_ca_system_score_gemma":0.003812413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006725155,"about_ca_topic_score_gemma":0.01267985,"domain_scores_codex":[0.9984891,0.0007889517,0.0002540428,0.0001348247,0.0002453669,0.00008773607],"domain_scores_gemma":[0.9972108,0.002005532,0.000434709,0.00004231784,0.0002416542,0.00006492984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001315791,0.000139521,0.002431178,0.3406163,0.001648603,0.0002006124,0.002527716,0.0002220306,0.0003762056,0.004124172,0.003100243,0.6444818],"study_design_scores_gemma":[0.000166421,0.0008516519,0.03635044,0.644848,0.01004383,0.002583865,0.009419519,0.0003405137,0.001065331,0.004942231,0.2892343,0.0001538572],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001392888,0.9977465,0.00004858099,0.0002503798,0.00005198898,0.00002123514,0.00001394376,0.000001326303,0.0004730199],"genre_scores_gemma":[0.01326121,0.9862071,0.0002066813,0.0001494998,0.0000350263,0.00003468812,0.00002115353,0.000001049873,0.00008352614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006725155,"threshold_uncertainty_score":0.01357281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0847046455285161,"score_gpt":0.3592338219791435,"score_spread":0.2745291764506274,"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."}}