{"id":"W2171740169","doi":"10.1103/physreve.83.011903","title":"Correlation times in stochastic equations with delayed feedback and multiplicative noise","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multiplicative noise; Multiplicative function; Correlation; Noise (video); Mathematics; Statistical physics; Applied mathematics; Mathematical analysis; Physics; Computer science; Geometry","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":[0.00005697455,0.0001062857,0.0001789871,0.00002361794,0.00003740052,0.000008100248,0.00005413681,0.000009174692,0.00004535144],"category_scores_gemma":[0.00001772103,0.00008025877,0.00003134984,0.0001703153,0.0000443103,0.00009166727,0.00002124549,0.00008928571,0.00005242047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001259965,"about_ca_system_score_gemma":0.00002147747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134081,"about_ca_topic_score_gemma":0.000007697538,"domain_scores_codex":[0.9994649,0.00002245312,0.0001392728,0.0001795402,0.00008282615,0.0001110618],"domain_scores_gemma":[0.9995584,0.0001157519,0.0000940101,0.0001279429,0.00005376105,0.00005014823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001290208,0.001404499,0.007155422,0.0001944269,0.00015386,7.219074e-7,0.003304014,0.001984652,0.0003456726,0.8328565,0.0001260224,0.1523451],"study_design_scores_gemma":[0.001296238,0.0002984836,0.0564248,0.001682311,0.0003093958,0.000001141496,0.0001964101,0.8549016,0.00004329269,0.08423514,0.00007324253,0.0005379977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07424054,0.0006750181,0.9140576,0.000157867,0.0000293681,0.001016228,0.00002989214,0.00002324071,0.009770248],"genre_scores_gemma":[0.9990882,0.00002132138,0.0005760895,0.00004199745,0.00005399226,0.000126464,0.00004488284,0.000009349648,0.00003765307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9248477,"threshold_uncertainty_score":0.3272858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764862876198396,"score_gpt":0.2697691607313066,"score_spread":0.2521205319693226,"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."}}