{"id":"W2266541685","doi":"10.1017/s0140525x16000017","title":"GANEing traction: The broad applicability of NE hotspots to diverse cognitive and arousal phenomena","year":2016,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute on Aging","keywords":"Arousal; Cognitive science; Perception; Cognition; Psychology; Cognitive psychology; Neuroscience","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":[0.005134525,0.0007698004,0.0005901803,0.000775793,0.002627451,0.002603033,0.003193137,0.01192018,0.006686958],"category_scores_gemma":[0.03482072,0.0003181994,0.001065844,0.0006210796,0.007458924,0.006129342,0.002372133,0.01636274,0.003244158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822828,"about_ca_system_score_gemma":0.001616037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399261,"about_ca_topic_score_gemma":0.003874671,"domain_scores_codex":[0.9971763,0.00057604,0.0002448522,0.000903836,0.0008397437,0.0002592291],"domain_scores_gemma":[0.9749579,0.0170247,0.001259228,0.001403707,0.004943855,0.0004107372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004185317,0.00002659682,0.001843125,0.001204214,0.0001650259,0.001942332,0.004945709,0.001269236,0.004208977,0.2563848,0.678201,0.04939054],"study_design_scores_gemma":[0.00004238375,0.00006878866,0.003247463,0.0008126931,0.00005742543,0.0009988757,0.002137254,0.001681883,0.003412467,0.1355379,0.851854,0.0001489122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004480178,0.008247214,0.009711873,0.9032598,0.04884338,0.0000425024,0.0003826315,0.0002062674,0.02482608],"genre_scores_gemma":[0.1534298,0.007878399,0.003715421,0.7326681,0.07731466,0.0001245155,0.0001564283,0.0002162519,0.02449637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01192018,"threshold_uncertainty_score":0.02715427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07379721602240291,"score_gpt":0.3238332843803288,"score_spread":0.2500360683579259,"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."}}