{"id":"W2123064567","doi":"10.1186/1471-2202-12-s1-p34","title":"Burst dynamics enable contrast coding via synchrony","year":2011,"lang":"en","type":"article","venue":"BMC Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stimulus (psychology); Neuroscience; Inhibitory postsynaptic potential; Neural coding; Sensory system; Population; ENCODE; Electrophysiology; Physics; Biology; Psychology; Cognitive psychology","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":[0.0001505552,0.0002353332,0.0002152185,0.0002696822,0.0001614554,0.0005110253,0.0004306211,0.0003640849,0.00125939],"category_scores_gemma":[0.001279354,0.0001972399,0.0001939848,0.0001887112,0.0005081267,0.0008260817,0.0006749443,0.0004493572,0.0001465679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978417,"about_ca_system_score_gemma":0.0001374743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234057,"about_ca_topic_score_gemma":0.0001823934,"domain_scores_codex":[0.9998938,0.00001605624,0.000008200827,0.00003011042,0.0000325046,0.00001929522],"domain_scores_gemma":[0.9994053,0.0003089472,0.0001494451,0.00005414625,0.00003533576,0.00004683849],"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":[0.0001597715,0.00003505747,0.00152586,0.0001046757,0.00001688435,0.0002764796,0.0001528022,0.0134896,0.9444213,0.02170894,0.0001938177,0.01791474],"study_design_scores_gemma":[0.00009876664,0.000340838,0.015203,0.00003585239,0.00006359223,0.0008533897,0.00008698372,0.4933271,0.4115953,0.07584533,0.002495322,0.00005451261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987252,0.0007991224,0.195413,0.0002608475,0.00006065333,0.00003095763,0.0001641067,0.0004501146,0.004095903],"genre_scores_gemma":[0.9885972,0.0001873274,0.01084208,0.00001976538,0.00002260418,0.0000134378,0.00003227005,0.00003065704,0.0002546832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125939,"threshold_uncertainty_score":0.004213095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611252830385314,"score_gpt":0.2450170653200915,"score_spread":0.1838917822815601,"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."}}