{"id":"W1964812021","doi":"10.1103/physrevlett.92.080601","title":"Noise Shaping by Interval Correlations Increases Information Transfer","year":2004,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interval (graph theory); Noise (video); Statistical physics; Information transfer; Physics; Spectral density; SIGNAL (programming language); Point process; Spike (software development); Information transmission; Transmission (telecommunications); Transfer (computing); Point (geometry); Power (physics); Computer science; Mathematics; Statistics; Telecommunications; Quantum mechanics; Artificial intelligence; Combinatorics","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":[0.00005438017,0.0001175962,0.0001719156,0.00002305046,0.00006727411,0.00004189599,0.0000973003,0.000005145186,0.00004249995],"category_scores_gemma":[0.00000972115,0.0001028296,0.0001353216,0.0001353475,0.00003018102,0.0004403448,0.00001558979,0.0001131496,0.0001711106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003480168,"about_ca_system_score_gemma":0.00001935274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727588,"about_ca_topic_score_gemma":5.32844e-7,"domain_scores_codex":[0.9993855,0.0000160569,0.0002120743,0.0001055434,0.0001430457,0.0001377897],"domain_scores_gemma":[0.9996996,0.00003756855,0.00004925894,0.0001189625,0.00003392918,0.00006071771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007982428,0.003386127,0.005737342,0.002670732,0.0007825376,0.000002105898,0.003769872,0.03231673,0.0650557,0.5589738,0.06554675,0.2616785],"study_design_scores_gemma":[0.02770347,0.001624914,0.05083897,0.05473237,0.006689788,0.00003873958,0.001424267,0.3520398,0.009006992,0.1144479,0.3679194,0.01353328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3584612,0.0003225149,0.634456,0.005114299,0.00009304108,0.0004178015,0.0000903129,0.00004020889,0.001004568],"genre_scores_gemma":[0.993715,0.00004370591,0.0001334007,0.00548654,0.0001906728,0.00005814696,0.0003619407,0.000007466014,0.000003090001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6352538,"threshold_uncertainty_score":0.4193268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041990590456708,"score_gpt":0.2560055585229469,"score_spread":0.2455856526183798,"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."}}