{"id":"W4390770048","doi":"10.21203/rs.3.rs-3830199/v1","title":"Horizontal cortical connections shape intrinsic traveling waves into feature-selective motifs that regulate perceptual sensitivity","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Eye Institute; Canada First Research Excellence Fund; Fondation pour la Recherche Médicale; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; George E. Hewitt Foundation for Medical Research; National Alliance for Research on Schizophrenia and Depression; Research to Prevent Blindness; National Institutes of Health; National Science Foundation","keywords":"Perception; Sensitivity (control systems); Traveling wave; Feature (linguistics); Neuroscience; Psychology; Communication; Pattern recognition (psychology); Computer science; Artificial intelligence; Physics; Mathematics; Engineering; Electronic engineering; Philosophy; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220429,0.0003160001,0.0001617635,0.0002299222,0.0002527567,0.0009441279,0.000297679,0.0004083153,0.00410062],"category_scores_gemma":[0.001080632,0.0002994978,0.0002034584,0.0002258701,0.0003626463,0.0008659716,0.0004774923,0.0005790167,0.0005777254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845901,"about_ca_system_score_gemma":0.0001875685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004725386,"about_ca_topic_score_gemma":0.0006954335,"domain_scores_codex":[0.9999301,0.000007990659,0.000003296018,0.00002114022,0.00001732184,0.00002012169],"domain_scores_gemma":[0.9997777,0.00006313979,0.00005925955,0.00002412671,0.00003546857,0.00004025376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001391774,0.00004377315,0.002203764,0.00006444995,0.00003483602,0.000100337,0.0001381575,0.002912662,0.9468961,0.01473217,0.001059498,0.03167503],"study_design_scores_gemma":[0.0001573392,0.0003877229,0.2618002,0.0001009673,0.0001753346,0.0006034644,0.0006765942,0.1997507,0.4396006,0.09043878,0.006220344,0.00008796081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169995,0.0003786818,0.0647365,0.0002634494,0.0001614124,0.00002530023,0.0002502218,0.0004171352,0.01676783],"genre_scores_gemma":[0.9896055,0.0001395422,0.00630628,0.00004223842,0.00003013745,0.00001239555,0.00009372827,0.0001603742,0.003609939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00410062,"threshold_uncertainty_score":0.01371795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408473033805345,"score_gpt":0.3576558249616909,"score_spread":0.2835710946236374,"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."}}