{"id":"W4414608819","doi":"10.1037/pag0000941","title":"Preserved context sensitivity in language production: Lexical differentiation in older adults.","year":2025,"lang":"en","type":"article","venue":"Psychology and Aging","topic":"Text Readability and Simplification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Referent; Cognition; Context (archaeology); Lexical item; Language development; Lexical access; Lexico; Age of Acquisition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000487627,0.0002613747,0.000210029,0.0005325533,0.0002309544,0.0006241706,0.0001759211,0.0004102961,0.002878761],"category_scores_gemma":[0.00354605,0.0001545914,0.0001614894,0.0003198402,0.0004930715,0.0009451291,0.0005184055,0.000293644,0.0003754628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936614,"about_ca_system_score_gemma":0.0001655389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411516,"about_ca_topic_score_gemma":0.002638301,"domain_scores_codex":[0.9998017,0.00002953694,0.00003094867,0.00007888441,0.00004511765,0.0000137292],"domain_scores_gemma":[0.9984033,0.0004987516,0.00072872,0.0001402597,0.0001024376,0.0001264946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001554976,0.0004038207,0.6700247,0.0007518037,0.0001293203,0.002641594,0.01828498,0.0001420639,0.126675,0.0006541956,0.001024142,0.1777134],"study_design_scores_gemma":[0.000007286839,0.0004159372,0.9932399,0.0000369431,0.00003827812,0.001108158,0.001318908,0.00009938754,0.00246932,0.0006090025,0.000647455,0.000009503213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968996,0.001162899,0.0003237139,0.00005517275,0.00001176558,0.00001171647,0.0001534933,0.000009264706,0.001372317],"genre_scores_gemma":[0.9982344,0.0002975398,0.0005412705,0.00007777533,0.00001202493,0.00001368709,0.0001144768,0.000004279181,0.0007045157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002878761,"threshold_uncertainty_score":0.009630382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350896058692912,"score_gpt":0.3019600597557132,"score_spread":0.2884510991687841,"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."}}