{"id":"W4312072242","doi":"10.21203/rs.3.rs-2356429/v1","title":"Noradrenergic modulation of whole brain dynamics mediates perceptual switches","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Modulation (music); Dynamics (music); Perception; Neuroscience; Psychology; Cognitive psychology; Cognitive science; Communication; Computer science; Physics; Acoustics","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":[0.0002031047,0.0003444841,0.0002239414,0.0001362617,0.0001863299,0.001449217,0.0003173738,0.0003912835,0.006591539],"category_scores_gemma":[0.001174529,0.0002038856,0.000156775,0.0001524316,0.0003495387,0.00139708,0.0005496754,0.0005778595,0.0006961972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132215,"about_ca_system_score_gemma":0.000225683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006253103,"about_ca_topic_score_gemma":0.0006315645,"domain_scores_codex":[0.9999199,0.00001061887,0.000003815352,0.00003099787,0.00001803234,0.00001669512],"domain_scores_gemma":[0.9997624,0.00009597488,0.00004061414,0.00003771953,0.00002329096,0.0000401047],"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":[0.001278898,0.0001649693,0.005865956,0.0002626668,0.0001644583,0.0004898573,0.0004073011,0.004509378,0.8372942,0.06000373,0.002492936,0.08706561],"study_design_scores_gemma":[0.0001670694,0.0004504298,0.3646819,0.0001288362,0.0001926047,0.000970636,0.0007129777,0.1072411,0.2081135,0.3057004,0.01155292,0.00008773051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715725,0.002103358,0.06554318,0.001578461,0.0004708535,0.00003574402,0.0009031232,0.0002794335,0.05751342],"genre_scores_gemma":[0.9873694,0.0006771004,0.004123765,0.00008131324,0.00008693432,0.00001344642,0.0002175619,0.00008628989,0.007344068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006591539,"threshold_uncertainty_score":0.02205086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08533095683978048,"score_gpt":0.3689189463857258,"score_spread":0.2835879895459453,"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."}}