{"id":"W3176162419","doi":"10.3138/utq.90.2.06","title":"On the Meaning of Aging and Ageism: Why Culture Matters","year":2021,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada","funders":"","keywords":"Perception; Psychology; Race (biology); Successful aging; Older people; Meaning (existential); Gerontology; Social psychology; Gender studies; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001244384,0.00006245165,0.0001308257,0.00001395853,0.0001034247,0.000005721688,0.0001508253,0.00005869143,0.001621593],"category_scores_gemma":[0.000005418561,0.0000545304,0.00004732109,0.00002415638,0.0001528472,0.00006201386,0.00002255234,0.0001057077,0.00001267846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002814996,"about_ca_system_score_gemma":0.00001325196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677273,"about_ca_topic_score_gemma":0.003863529,"domain_scores_codex":[0.9993654,0.0001733711,0.00006217774,0.00016219,0.00009923323,0.0001375905],"domain_scores_gemma":[0.999499,0.000122854,0.00005399591,0.0002271947,0.00006107574,0.00003583264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002734039,0.0002809986,0.004905742,0.00009936299,0.000687434,0.0004092804,0.5984058,0.000002342263,0.002859468,0.1280166,0.2299602,0.03409925],"study_design_scores_gemma":[0.002705712,0.001663918,0.04238923,0.0002588882,0.0001720903,0.00008749466,0.9081956,0.00009490961,0.0005242639,0.00239005,0.04110783,0.0004100484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8528556,0.001655692,0.001050134,0.008254689,0.0001993019,0.000111012,0.00001585173,0.00003048648,0.1358272],"genre_scores_gemma":[0.9891365,0.000008860079,0.0002452128,0.0003970986,0.00001310839,1.003436e-7,0.000002803177,0.000004268987,0.01019211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3097897,"threshold_uncertainty_score":0.9992911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782330090868573,"score_gpt":0.26607442326376,"score_spread":0.2482511223550742,"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."}}