{"id":"W4416124201","doi":"10.48550/arxiv.2504.03844","title":"Simple third order operator-splitting schemes for stochastic mechanics and field theory","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Alliance de recherche numérique du Canada; Government of Canada; Ministry of Colleges and Universities","keywords":"Quartic function; Stochastic differential equation; Stochastic partial differential equation; Ordinary differential equation; Order of accuracy; Partial differential equation; Differential equation; Convergence (economics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855254,0.0006463083,0.0005810493,0.0006187087,0.0006542637,0.0008118581,0.001478757,0.001248743,0.002319836],"category_scores_gemma":[0.00389002,0.000314894,0.001051077,0.0005320279,0.001482611,0.00129848,0.001525436,0.001924115,0.0007495725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077099,"about_ca_system_score_gemma":0.001001508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000969933,"about_ca_topic_score_gemma":0.0009675947,"domain_scores_codex":[0.9994252,0.0002205158,0.00004183814,0.00003443205,0.000245766,0.00003228317],"domain_scores_gemma":[0.9986732,0.0004676106,0.0001309565,0.0004026645,0.0002391043,0.00008656537],"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":[0.00004485325,0.00006446167,0.0002830264,0.0001000276,0.00002532931,0.0000781863,0.0002043047,0.1240393,0.01241603,0.8338939,0.0008314642,0.02801917],"study_design_scores_gemma":[0.00001967279,0.00003257643,0.00004189703,0.00001435867,0.000004267535,0.00003795543,0.000007710355,0.8732235,0.002104183,0.1211532,0.003346129,0.0000144626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005545951,0.0001023499,0.9921061,0.00009332495,0.00006511312,0.00005107493,0.00002268277,0.0001216661,0.001891738],"genre_scores_gemma":[0.1546021,0.0002235294,0.8401505,0.00009979135,0.00006636085,0.0003047688,0.00007185433,0.0001886416,0.004292466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002319836,"threshold_uncertainty_score":0.00981164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744728843793035,"score_gpt":0.2807301484864443,"score_spread":0.263282860048514,"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."}}