{"id":"W4415585311","doi":"10.1017/s0144686x25100226","title":"Social participation through the lens of diversity: insights from three social groups of older people in Chile","year":2025,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Focus group; Older people; Social engagement; Contentment; Government (linguistics); Vulnerability (computing); Diversity (politics); Social group; Social vulnerability; Latin Americans","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406013,0.00006286183,0.0002348772,0.000008182525,0.0003698924,0.00000384264,0.00004324963,0.00009725336,0.00001063294],"category_scores_gemma":[0.00003340354,0.00004736345,0.0001102459,0.0001562487,0.0001801197,0.00006154779,0.00009101496,0.0001439868,2.690304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737773,"about_ca_system_score_gemma":0.00005927946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005010773,"about_ca_topic_score_gemma":0.002446054,"domain_scores_codex":[0.9993823,0.00005024864,0.000186818,0.0001338894,0.0001362075,0.0001106076],"domain_scores_gemma":[0.9996456,0.0001376731,0.00007469273,0.00008748918,0.00004102719,0.000013538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003689132,0.0001960679,0.6458618,0.000222665,0.0000675232,5.180781e-7,0.3454821,0.000001291664,0.0001370469,0.006082677,0.0009246295,0.0009867214],"study_design_scores_gemma":[0.0008748122,0.00002072095,0.9765841,0.00003847702,0.00008676154,3.847506e-8,0.01097944,0.0001809783,0.0000649595,0.01108648,0.00004627865,0.00003700142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956185,0.0001884061,0.0004228599,0.001897101,0.00004756555,0.0001663088,0.000006463611,0.0000122527,0.001640578],"genre_scores_gemma":[0.9992056,0.00005362885,0.00005527715,0.0005585273,0.00008427833,0.000003993357,0.00001263121,0.000002964257,0.00002311396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345027,"threshold_uncertainty_score":0.7574823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393190977544836,"score_gpt":0.3115594143579982,"score_spread":0.2776275045825499,"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."}}