{"id":"W7073948865","doi":"","title":"Epistemology and Methodology of Participatory Research with Older Adults: A Comparison of Four Age-friendly City National Experiences","year":2023,"lang":"en","type":"book-chapter","venue":"DIAL (Catholic University of Leuven)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Participatory action research; Citizen journalism; Empowerment; Action (physics); Action research; Collective action","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03697815,0.0006401815,0.0006315892,0.003092787,0.01679152,0.01583688,0.002267857,0.002746273,0.00242134],"category_scores_gemma":[0.01439698,0.0004561317,0.0004484426,0.004488037,0.04055224,0.009207064,0.01012602,0.003150561,0.0002680222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385726,"about_ca_system_score_gemma":0.01038337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043778,"about_ca_topic_score_gemma":0.02138888,"domain_scores_codex":[0.9629229,0.03325086,0.0004865934,0.0006825472,0.001568146,0.001088966],"domain_scores_gemma":[0.9761028,0.02047342,0.0006877299,0.001025045,0.0008415658,0.0008694823],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001224268,0.00001927036,0.0004288109,0.0001219,0.000002326635,0.0002941795,0.904717,0.00003649144,0.00008173357,0.08578407,0.00060032,0.007901729],"study_design_scores_gemma":[0.00000961676,0.00004206433,0.001535222,0.0007446804,0.000006487575,0.0005353697,0.8376574,0.0001152338,0.0001830399,0.01553649,0.1436184,0.00001603452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4472233,0.02966555,0.03287182,0.0197145,0.0007248886,0.0008201204,0.0001103121,0.00009238585,0.4687772],"genre_scores_gemma":[0.9546337,0.008181092,0.01172235,0.001514109,0.00009443354,0.001127215,0.00006729618,0.0001034458,0.02255637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9630219,"threshold_uncertainty_score":0.1955614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946861033180294,"score_gpt":0.3465899025383019,"score_spread":0.1519037992202724,"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."}}