{"id":"W4207076261","doi":"10.1016/j.cortex.2021.09.001","title":"Definitions: Anomia","year":2021,"lang":"en","type":"article","venue":"Cortex","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fondation de la Faune du Québec; Université Laval","funders":"","keywords":"Primary progressive aphasia; Psychology; Sentence; Frontotemporal dementia; Semantic dementia; Aphasia; Cognitive psychology; Receiver operating characteristic; Task (project management); Semantics (computer science); Semantic memory; Natural language processing; Cognition; Audiology; Computer science; Dementia; Machine learning; Medicine; Neuroscience; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.00002720748,0.000052379,0.00006634477,0.00001937284,0.0000791702,0.00001916987,0.00008802419,0.00003344979,0.0006084096],"category_scores_gemma":[0.0004088826,0.00004811027,0.00003885256,0.0001192969,0.00006369663,0.00003961635,0.00004473973,0.00008056379,0.0005121399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004749573,"about_ca_system_score_gemma":0.00004486902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000014006,"about_ca_topic_score_gemma":0.000004757587,"domain_scores_codex":[0.9994415,0.0000564997,0.00008272999,0.0002429993,0.00004858746,0.0001277023],"domain_scores_gemma":[0.9996001,0.0001346955,0.00002153071,0.0001916064,0.0000187007,0.00003344286],"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":[0.000002089908,0.00002973078,0.00007970572,0.000002177502,7.409221e-7,0.002419383,0.00006677025,1.659092e-7,0.9910508,0.004056556,0.001141751,0.001150167],"study_design_scores_gemma":[0.0002046753,0.00002624159,0.0009706022,0.000006883166,0.000006415103,0.001691746,0.00006360703,0.000006874173,0.9685954,0.005981195,0.02233607,0.0001103175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960993,0.0001732891,0.00003168558,0.000473274,0.0003750522,0.00003395144,0.00001236699,0.00008183772,0.03782556],"genre_scores_gemma":[0.9906056,0.0001600906,0.0001716778,0.007454668,0.00008373763,0.000003739104,0.000006486966,0.000006399615,0.001507588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631797,"threshold_uncertainty_score":0.6661659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07996250574390003,"score_gpt":0.2880989641751105,"score_spread":0.2081364584312105,"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."}}