{"id":"W2971753243","doi":"10.46409/sr.xens9035","title":"Promoting Productive Aging among Low-Income Older Adults","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Independent living; Capstone; Low income; Activities of daily living; Population ageing; Low income housing; Psychology; Population; Medicine; Environmental health; Economic growth; Socioeconomics; Sociology; Economics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0009237749,0.0002001159,0.0001482555,0.0006277526,0.001541622,0.0005591905,0.0004921599,0.0004429661,0.002014561],"category_scores_gemma":[0.002554071,0.00009158994,0.000125924,0.000233179,0.0002813331,0.000434534,0.00167323,0.0004148906,0.0004031044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649307,"about_ca_system_score_gemma":0.001932906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008628631,"about_ca_topic_score_gemma":0.02697389,"domain_scores_codex":[0.9997042,0.0000908262,0.00001637154,0.00001692063,0.00005991852,0.0001117636],"domain_scores_gemma":[0.999196,0.00007801168,0.0001078276,0.00001820408,0.0001332218,0.0004668544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001053003,0.002738838,0.4977412,0.0007762475,0.0000217254,0.001008067,0.03701888,0.00008860131,0.004284536,0.0004835325,0.01827128,0.4374619],"study_design_scores_gemma":[0.00006169994,0.002349286,0.900527,0.0006176771,0.00003915754,0.0006479318,0.05325959,0.0002442406,0.0009402104,0.0005600811,0.04073058,0.00002255194],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878505,0.001347186,0.0002719874,0.001925161,0.00005542437,0.0002080642,0.00005219673,0.00002854101,0.008260924],"genre_scores_gemma":[0.9918123,0.002423447,0.00200193,0.000949942,0.00007560507,0.000216888,0.0001077748,0.000003211097,0.002408866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008628631,"threshold_uncertainty_score":0.01715684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005328154037768147,"score_gpt":0.2704236782060244,"score_spread":0.2650955241682563,"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."}}