{"id":"W3193445644","doi":"10.4324/9780203966839-39","title":"TESTING OLDER PEOPLE","year":2006,"lang":"en","type":"article","venue":"","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population ageing; Quarter (Canadian coin); Gerontology; Population; Demography; Older people; Public health; Medicine; Geography; Environmental health; Sociology","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":[0.006054482,0.0006287903,0.000634535,0.001076828,0.001214241,0.001393516,0.001184914,0.001537932,0.0134504],"category_scores_gemma":[0.01799982,0.0003192547,0.0009042335,0.0006023326,0.0006291326,0.002313812,0.001811908,0.001305477,0.008202723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244692,"about_ca_system_score_gemma":0.001709636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007048344,"about_ca_topic_score_gemma":0.007725607,"domain_scores_codex":[0.9972023,0.0008771007,0.0002676192,0.0003823869,0.000884825,0.0003858667],"domain_scores_gemma":[0.9947083,0.0009190063,0.0004615421,0.0004900798,0.002647849,0.0007732176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006014145,0.003124419,0.4881443,0.0006063425,0.0001902308,0.0008233067,0.01120221,0.0002343047,0.001596524,0.005501774,0.08194438,0.4060308],"study_design_scores_gemma":[0.0004410557,0.007477581,0.6101165,0.001714797,0.000389083,0.004032654,0.01591557,0.001090048,0.004353738,0.01505036,0.3392579,0.0001605713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7620842,0.009317911,0.006874857,0.0154949,0.004150753,0.004437895,0.007180301,0.0005334074,0.1899257],"genre_scores_gemma":[0.8681399,0.007689492,0.01901805,0.01371498,0.0006532612,0.008038664,0.006435815,0.00009446819,0.07621532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0134504,"threshold_uncertainty_score":0.04499602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04651684196380777,"score_gpt":0.3702849526759672,"score_spread":0.3237681107121594,"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."}}