{"id":"W4409785541","doi":"10.1016/j.cpc.2026.110208","title":"Simple Third Order Operator-Splitting Schemes for Stochastic Mechanics and Field Theory","year":2025,"lang":"en","type":"preprint","venue":"Computer Physics Communications","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simple (philosophy); Operator (biology); Order (exchange); Field (mathematics); Mathematics; Applied mathematics; Calculus (dental); Statistical physics; Physics; Pure mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005790205,0.0003260016,0.0004834117,0.00006533156,0.0004090145,0.0001717057,0.001406307,0.0002312312,0.000004187436],"category_scores_gemma":[0.0002987349,0.0003388078,0.0001573312,0.0001290417,0.00006598147,0.00004652478,0.005215013,0.0007242898,0.000001448385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003999746,"about_ca_system_score_gemma":0.0001748299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007048627,"about_ca_topic_score_gemma":0.000008629341,"domain_scores_codex":[0.998589,0.0002069315,0.000446803,0.0003992112,0.0001124214,0.000245668],"domain_scores_gemma":[0.9919854,0.004408408,0.0002530654,0.002878276,0.0004110796,0.00006381904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007387963,0.0001394327,0.000002933334,0.0003259429,0.0001755526,8.630752e-8,0.0007197784,0.001068857,0.0000100132,0.9811292,0.0006458919,0.01577489],"study_design_scores_gemma":[0.0001579681,0.00001884997,0.000001053133,0.000185592,0.0000992733,4.606226e-7,0.00004803961,0.4621672,0.000006786009,0.5365359,0.0006119129,0.0001669659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008038745,0.0004769237,0.9960066,0.0006398986,0.0002705997,0.0009604197,0.0001619821,0.000145297,0.0005344184],"genre_scores_gemma":[0.1116221,0.0001444183,0.8862513,0.0007139654,0.0002678634,0.0004379531,0.0002703555,0.00005998543,0.0002320842],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4610983,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657253312721393,"score_gpt":0.3358952286768526,"score_spread":0.2893226955496387,"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."}}