{"id":"W7118069476","doi":"10.1093/geroni/igaf122.1717","title":"Social Participation of Marginalized Older Adults: Influence of Urban Context and Social Environment","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Downtown; Context (archaeology); Social exclusion; Gentrification; Participatory action research; Citizen journalism; Social engagement; Population; Social environment","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":[0.001852854,0.0003317748,0.0004217116,0.00070326,0.002482731,0.002174853,0.000471643,0.0004486041,0.001885636],"category_scores_gemma":[0.003258873,0.0001475026,0.0003377539,0.0003031482,0.00202774,0.0007781138,0.004317358,0.0004654599,0.00009367592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009248547,"about_ca_system_score_gemma":0.00117909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007074764,"about_ca_topic_score_gemma":0.01742862,"domain_scores_codex":[0.9976127,0.001630265,0.00006182325,0.000156207,0.0001411299,0.0003977777],"domain_scores_gemma":[0.9983064,0.000757085,0.0003182671,0.0000772778,0.0001629079,0.0003781106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004834192,0.001008017,0.3810102,0.0005160564,0.0001790826,0.00185918,0.5548027,0.0002436726,0.002948287,0.00186012,0.0009514256,0.05413775],"study_design_scores_gemma":[0.00002598016,0.000614145,0.3504739,0.0002870001,0.0001029234,0.0003856365,0.6373034,0.0003087145,0.000510614,0.0007032913,0.009250366,0.00003412944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976289,0.0002196338,0.00008764627,0.0001850356,0.000006199567,0.00001707748,0.00001058175,0.000001678637,0.001843394],"genre_scores_gemma":[0.9996679,0.00009878779,0.00005450832,0.00003631231,0.00000294941,0.00001236731,0.00000482202,5.914554e-7,0.00012174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007074764,"threshold_uncertainty_score":0.01406717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595260003156747,"score_gpt":0.3091525044326928,"score_spread":0.2931999044011253,"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."}}