{"id":"W2288878443","doi":"10.1075/ml.10.2.05tal","title":"Lexical access in mild cognitive impairment","year":2015,"lang":"en","type":"article","venue":"The Mental Lexicon","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Lexical decision task; Psychology; Word lists by frequency; Sentence; Context (archaeology); Cognition; Word (group theory); Audiology; KISS (TNC); Cognitive psychology; Linguistics; Computer science; Natural language processing; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601919,0.0001096548,0.0001113533,0.00004549352,0.00007080272,0.00004222396,0.0003546301,0.0000416996,0.00007199307],"category_scores_gemma":[0.0001127426,0.000068475,0.0000383866,0.0001438694,0.0002325754,0.0001352856,0.0002230333,0.0001852971,0.000165567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004767113,"about_ca_system_score_gemma":0.00004044059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008763143,"about_ca_topic_score_gemma":0.00004266465,"domain_scores_codex":[0.9989513,0.00022625,0.0001476563,0.0002649988,0.0001618626,0.0002479267],"domain_scores_gemma":[0.9995868,0.0001513456,0.00004409604,0.0001355205,0.000009149758,0.00007305339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004052136,0.003055494,0.02187982,0.00004613219,0.0000353051,0.004519082,0.04796214,0.00003319107,0.890749,0.003949783,0.01257035,0.01114755],"study_design_scores_gemma":[0.002298523,0.0004404272,0.002350535,0.00004410897,0.000009494274,0.0003529291,0.001487752,0.00008448745,0.9893273,0.002604793,0.0007902739,0.0002093699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915128,0.00006268403,0.000002036699,0.002206916,0.0003398688,0.0003477203,0.00001656456,0.00004242279,0.005468953],"genre_scores_gemma":[0.9930322,0.000008957201,0.000004786033,0.006366086,0.00009098041,0.00001919228,0.00000508783,0.000008568916,0.0004641467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09857829,"threshold_uncertainty_score":0.2792329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276924318159931,"score_gpt":0.3782831783476454,"score_spread":0.2505907465316523,"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."}}