{"id":"W4413700125","doi":"10.1002/advs.202506833","title":"Dynamic Neural Deactivation Bridges Direct and Competitive Inhibition Processes","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Manchester Biomedical Research Centre; Shenzhen-Hong Kong Institute of Brain Science; Shenzhen Fundamental Research Program; National Natural Science Foundation of China; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Sensory system; Neuroscience; Inhibitory postsynaptic potential; Neuroimaging; Neural substrate; Cognition; Feed forward; Stimulus modality; Psychology; Computer science","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":[0.0001337791,0.0001007483,0.00009426878,0.0001752869,0.0004652789,0.0001184259,0.0001185732,0.00001906205,0.000002189165],"category_scores_gemma":[0.001424622,0.00009031684,0.00001283274,0.001295625,0.0005047375,0.001147098,0.00008292235,0.00008815032,0.000003006496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007583578,"about_ca_system_score_gemma":0.00008772183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006316754,"about_ca_topic_score_gemma":0.00002664726,"domain_scores_codex":[0.9988815,0.000027518,0.0001231419,0.0005182603,0.0002338821,0.0002157351],"domain_scores_gemma":[0.9993861,0.0002710689,0.0000707989,0.0001193005,0.0001091964,0.00004359078],"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":[0.00002026804,0.00002040401,0.0002555341,0.00002344682,3.025922e-7,0.000002368625,0.00003623598,0.0004836388,0.9705104,0.0127359,0.000002728623,0.01590881],"study_design_scores_gemma":[0.0003274949,0.000104164,0.0321467,0.0001021638,0.000004748822,0.00001672689,0.0001206569,0.03574751,0.9241186,0.0065732,0.0005499063,0.000188086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909987,0.00004002403,0.002134734,0.0007953048,0.0003391235,0.0002109226,0.000007797584,0.00009854136,0.005374794],"genre_scores_gemma":[0.9983746,0.00009038655,0.0002465398,0.0008774872,0.000006360663,0.00001810691,0.000002091786,0.000004521729,0.0003798797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04639172,"threshold_uncertainty_score":0.3683014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009959559889821458,"score_gpt":0.2701235714382951,"score_spread":0.2601640115484737,"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."}}