{"id":"W4413498012","doi":"10.64628/aam.5gkakwn47","title":"Are seniors being pressured into retirement homes by lack of community services?","year":2023,"lang":"en","type":"article","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Retirement community; Business; Gerontology; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001209939,0.0002827065,0.000466147,0.001507247,0.001651734,0.002375115,0.0006526199,0.002348637,0.004576781],"category_scores_gemma":[0.00946399,0.0004026142,0.0007716807,0.002049287,0.001152784,0.002580116,0.00108999,0.002219659,0.0004837273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006782574,"about_ca_system_score_gemma":0.001683843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02941002,"about_ca_topic_score_gemma":0.04580425,"domain_scores_codex":[0.9989333,0.0002402251,0.00009020288,0.00008117041,0.000187345,0.0004678488],"domain_scores_gemma":[0.995606,0.0003573224,0.001706339,0.0001250582,0.0006894374,0.001515804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006590973,0.0001686182,0.9845025,0.00004994399,0.00007671386,0.0002679855,0.003835622,0.00001189558,0.0000387225,0.0001506964,0.002010599,0.008820731],"study_design_scores_gemma":[0.000008940662,0.0001089214,0.9601794,0.0001466513,0.00005688207,0.0004429183,0.03681488,0.00004180148,0.0000195726,0.000242152,0.001922741,0.0000151751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9886924,0.001502809,0.00002210851,0.005846442,0.0002407732,0.00001355297,0.0002932643,0.000002444165,0.003386202],"genre_scores_gemma":[0.996606,0.001337354,0.00002947198,0.00109087,0.0001664674,0.00001210424,0.0001834773,0.000001479787,0.0005728226],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02941002,"threshold_uncertainty_score":0.05847764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04459959915432776,"score_gpt":0.3461478139026351,"score_spread":0.3015482147483073,"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."}}