{"id":"W2494688753","doi":"10.1038/ncomms12241","title":"Increased activity in frontal motor cortex compensates impaired speech perception in older adults","year":2016,"lang":"en","type":"article","venue":"Nature Communications","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"Canadian Institutes of Health Research","keywords":"Speech perception; Audiology; Psychology; Perception; Neurocomputational speech processing; Active listening; Prefrontal cortex; Young adult; Cognition; Neuroscience; Medicine; Developmental psychology; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002647777,0.0001534595,0.0001717351,0.0002737225,0.0001785814,0.00003635334,0.0009674997,0.0002174765,0.0001026373],"category_scores_gemma":[0.0006257141,0.0001207866,0.00005927945,0.0005510874,0.0002843775,0.0006025204,0.0002716529,0.0006469323,0.00009404279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523846,"about_ca_system_score_gemma":0.00006977596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615111,"about_ca_topic_score_gemma":0.004842882,"domain_scores_codex":[0.9983558,0.0004240235,0.0002327193,0.0004437761,0.0002545927,0.0002890815],"domain_scores_gemma":[0.9981572,0.0004384497,0.00009554508,0.001190653,0.00004043707,0.0000777179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007301541,0.0004136447,0.009342338,0.000002918247,3.254438e-7,0.00000470435,0.000382646,9.48246e-8,0.9788643,0.000114378,0.0001470993,0.01065452],"study_design_scores_gemma":[0.001133867,0.00004442967,0.9822786,0.0001105862,0.000002590356,0.00001591636,0.000122314,0.000917174,0.01473392,0.00006883701,0.0004111646,0.0001606306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961622,0.00002672283,0.00001581064,0.002241086,0.0001828004,0.0005452237,0.00004949675,0.00008576551,0.0006908423],"genre_scores_gemma":[0.9982442,0.0003596182,0.0002942396,0.0008785935,0.0000284138,0.00007418206,0.00000840568,0.00001437542,0.00009797874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9729362,"threshold_uncertainty_score":0.4925536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608860659845134,"score_gpt":0.3020682768104365,"score_spread":0.2759796702119852,"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."}}