{"id":"W3042646719","doi":"10.22215/etd/2019-13505","title":"Biopsychological Effects of Social Participation on Aging: The Role of Identity-Affirming Music and the Arts","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Music Therapy and Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Socialization; Psychology; Developmental psychology; Psychological intervention; Population; Reminiscence; Social engagement; Dementia; Social identity theory; Identity (music); Social group; Gerontology; Clinical psychology; Social psychology; Medicine; Sociology; Demography; Psychiatry","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":[0.0006381015,0.0001441646,0.0003544687,0.00006621334,0.0001340714,0.00001445754,0.0001752447,0.0002503627,0.0005981981],"category_scores_gemma":[0.00004011532,0.00007576336,0.0001123946,0.0001123321,0.0001298424,0.00003200072,0.00001198983,0.0002857405,0.00003001725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000867322,"about_ca_system_score_gemma":0.00002036905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002233798,"about_ca_topic_score_gemma":0.0002433841,"domain_scores_codex":[0.9986746,0.0003778091,0.0003427723,0.0002284778,0.000202648,0.0001737037],"domain_scores_gemma":[0.9985813,0.0006574547,0.000433077,0.0002596487,0.00004761437,0.00002084695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001980375,0.0003793419,0.0006689743,0.0003828936,0.0002351756,0.000001619102,0.08804261,9.11863e-7,0.002015562,0.8399046,0.001003313,0.06538463],"study_design_scores_gemma":[0.005236163,0.0007849302,0.9482456,0.0002649971,0.0003574163,0.000003458285,0.01800145,0.00004091724,0.002105176,0.02059053,0.004032773,0.00033661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95336,0.0005638014,0.00002361375,0.0003201585,0.00132225,0.0007373822,0.000003300555,0.00001460824,0.04365495],"genre_scores_gemma":[0.9971479,0.00003038723,0.000004857309,0.000560561,0.0001759845,0.00007287289,0.0000350708,0.000014202,0.001958217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9475766,"threshold_uncertainty_score":0.654985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741504003493284,"score_gpt":0.400778101085477,"score_spread":0.3633630610505441,"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."}}