{"id":"W4410445366","doi":"10.3390/math13101629","title":"First-Hitting Problems for Jump-Diffusion Processes with State-Dependent Uniform Jumps","year":2025,"lang":"en","type":"article","venue":"Mathematics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Jump; Jump diffusion; Diffusion; Hitting time; State (computer science); Statistical physics; Mechanics; Computer science; Mathematics; Physics; Mathematical analysis; Thermodynamics; Algorithm","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":[],"consensus_categories":[],"category_scores_codex":[0.000328212,0.0001583448,0.0003148018,0.0001745984,0.0002588304,0.00007960341,0.0002361979,0.00007099841,0.00001297649],"category_scores_gemma":[0.0003338686,0.0001464803,0.00004471258,0.0005083769,0.00004088884,0.00009602463,0.00006237389,0.00008298465,0.00004606773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682772,"about_ca_system_score_gemma":0.00007813926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005170529,"about_ca_topic_score_gemma":0.0003305778,"domain_scores_codex":[0.9987917,4.812418e-7,0.0005767023,0.0003003741,0.00004609776,0.0002846626],"domain_scores_gemma":[0.9989551,0.0002357366,0.0003552338,0.0002651709,0.0001453678,0.00004344954],"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":[0.00001853579,0.0003149105,0.0008754886,0.003968514,0.00004226192,4.80284e-7,0.001756037,0.000400493,0.000008284008,0.9916158,0.0001640413,0.0008351292],"study_design_scores_gemma":[0.0007177931,0.0001038616,0.000242799,0.0003614073,0.00002252968,0.000003082971,0.0003827513,0.01511372,0.0002309237,0.9681703,0.01437105,0.0002797465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007213656,0.0005021154,0.9839685,0.0004086339,0.00007528473,0.0008918908,0.0001050869,0.00007850285,0.006756357],"genre_scores_gemma":[0.7587318,0.0002721239,0.2316106,0.0003933795,0.0001368546,0.001662185,0.00004690531,0.0001037253,0.007042396],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7523578,"threshold_uncertainty_score":0.5973295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218696832532612,"score_gpt":0.222020237930512,"score_spread":0.2001505546772508,"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."}}