{"id":"W2778932394","doi":"10.1093/geront/42.6.859","title":"Should there be a Handbook of The Psychology of Aging?","year":2002,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Gerontology; Applied psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006741534,0.0001771334,0.0003803553,0.00005208746,0.0001730172,0.000006650352,0.00127521,0.0002356173,0.002908385],"category_scores_gemma":[0.0001068938,0.0000920844,0.0001864243,0.0001970724,0.00232376,0.00002535803,0.0001597531,0.0005036797,0.0001216342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001888876,"about_ca_system_score_gemma":0.00001623567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007351259,"about_ca_topic_score_gemma":0.0008081167,"domain_scores_codex":[0.9978458,0.0007043296,0.0003959314,0.0003202617,0.0002425269,0.0004911809],"domain_scores_gemma":[0.9977301,0.0004068763,0.0002597695,0.001478351,0.00008014026,0.00004479926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005396058,0.001605108,0.2412899,0.0001165312,0.001114447,0.00006803896,0.03359557,0.00001419678,0.002053866,0.04702231,0.618688,0.05389231],"study_design_scores_gemma":[0.009087844,0.002111712,0.7996171,0.0003983817,0.0005868407,0.001142452,0.01449966,0.0003285374,0.008349181,0.01269361,0.1498157,0.001368923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6028573,0.03357452,0.0007931728,0.03826097,0.001131624,0.0006415758,0.00003372627,0.0001023199,0.3226048],"genre_scores_gemma":[0.9775854,0.00006528912,0.00009051592,0.00121709,0.00005745796,0.0000419762,0.000001014908,0.0000175827,0.02092372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5583272,"threshold_uncertainty_score":0.9980031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276731429605032,"score_gpt":0.4235586727771368,"score_spread":0.1958855298166336,"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."}}