{"id":"W4400265727","doi":"10.1007/s11222-024-10439-z","title":"An efficient method to simulate diffusion bridges","year":2024,"lang":"en","type":"article","venue":"Statistics and Computing","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Diffusion; Computer science; Algorithm; Applied mathematics; Mathematics; Statistical physics; Mathematical optimization; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045504,0.0006136593,0.0008439959,0.0008965813,0.0007453646,0.0008015874,0.001637619,0.001770136,0.005451712],"category_scores_gemma":[0.005430151,0.0005092873,0.0006813516,0.0009755322,0.0005915858,0.0009864729,0.001073793,0.001287625,0.0008567884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006710504,"about_ca_system_score_gemma":0.001451991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006059478,"about_ca_topic_score_gemma":0.006983142,"domain_scores_codex":[0.9996504,0.00009754508,0.00001864826,0.00004702231,0.0001458622,0.0000406147],"domain_scores_gemma":[0.9978387,0.001263527,0.00009459641,0.00026308,0.0004226128,0.0001175953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001568681,0.0001092934,0.0008379871,0.00007029527,0.00006038866,0.0001193925,0.0000584667,0.8943731,0.004930685,0.03417189,0.002320864,0.06279081],"study_design_scores_gemma":[0.00001524696,0.000007369603,0.00002745862,0.000001717318,0.000003646274,0.00001090354,0.000002167689,0.9958193,0.0004872275,0.003267201,0.000354747,0.000003002127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01445315,0.00006101302,0.9823063,0.0000995064,0.00007394963,0.00005721861,0.00009218984,0.00080494,0.002051763],"genre_scores_gemma":[0.268652,0.0001114445,0.7254092,0.0001399827,0.00006629618,0.0003642427,0.0003180659,0.0003668975,0.004571966],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006059478,"threshold_uncertainty_score":0.01823777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318346843610612,"score_gpt":0.3217652541459209,"score_spread":0.3085817857098148,"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."}}