{"id":"W4398191606","doi":"10.48550/arxiv.2405.11051","title":"Darboux Transformation of Diffusion Processes","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformation (genetics); Diffusion; Physics; Chemistry; Thermodynamics","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":[0.0010202,0.000642922,0.0005848347,0.00160089,0.0007808365,0.001551348,0.0005758955,0.0008956681,0.004463682],"category_scores_gemma":[0.002727363,0.0002709703,0.0009529155,0.0006611175,0.00202653,0.00184693,0.001403843,0.00171638,0.0008259384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008110076,"about_ca_system_score_gemma":0.0005896265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006168472,"about_ca_topic_score_gemma":0.0003225475,"domain_scores_codex":[0.9994379,0.0001791328,0.00001915715,0.0001128716,0.0001743594,0.00007658776],"domain_scores_gemma":[0.999194,0.00029071,0.0001130403,0.00006916621,0.0001910101,0.0001420962],"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":[0.00001602396,0.00002127556,0.000155535,0.00002372378,0.000006764348,0.00008282271,0.0001604977,0.004918414,0.003279016,0.9864534,0.0004168938,0.004465692],"study_design_scores_gemma":[0.00001986851,0.00004740307,0.0002465853,0.00001621294,0.000006083723,0.0002485103,0.00009493845,0.1392123,0.002775174,0.8518983,0.005411747,0.00002270458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1108788,0.0008712354,0.8505102,0.0007645573,0.0003120481,0.00008356528,0.0001214332,0.0002115453,0.03624644],"genre_scores_gemma":[0.8703323,0.001147395,0.09445272,0.0004531182,0.0004180129,0.0001653427,0.0001260185,0.0002200214,0.03268515],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004463682,"threshold_uncertainty_score":0.01493245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915287767680296,"score_gpt":0.1905657323039935,"score_spread":0.1414128546271906,"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."}}