{"id":"W4407560837","doi":"10.4171/owr/2024/42","title":"Recent Developments in Dirichlet Form Theory and Related Fields","year":2025,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Research Institute for Mathematical Sciences; Canada Research Chairs; Japan Society for the Promotion of Science; Fukuoka University; Central Research Institute, Fukuoka University; Natural Sciences and Engineering Research Council of Canada","keywords":"Dirichlet distribution; Mathematics; Applied mathematics; Mathematical analysis","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":[0.002609595,0.0006271698,0.0009631393,0.003347858,0.001161416,0.002794984,0.0009128559,0.001813085,0.005442203],"category_scores_gemma":[0.004747511,0.0004652967,0.0007356436,0.004373678,0.003294935,0.005157042,0.001698793,0.004187244,0.001469812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925946,"about_ca_system_score_gemma":0.0007533905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007840265,"about_ca_topic_score_gemma":0.0005415187,"domain_scores_codex":[0.9987934,0.0004375603,0.00007142669,0.0002248341,0.000370543,0.0001022354],"domain_scores_gemma":[0.9968879,0.001959557,0.0001716531,0.0001951837,0.0005551524,0.0002307388],"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":[0.00001950297,0.00002545957,0.0001780513,0.0003961592,0.00001371045,0.0001044883,0.0002365694,0.001192696,0.0003236683,0.9364042,0.009018803,0.05208661],"study_design_scores_gemma":[0.000007456948,0.00002102139,0.000318165,0.0001431172,0.000009092445,0.0003247727,0.00009693642,0.003156717,0.0002050485,0.889924,0.1057733,0.0000203958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02177927,0.6506388,0.1030307,0.02669971,0.007977327,0.00004100338,0.0002096745,0.0001415022,0.189482],"genre_scores_gemma":[0.3043756,0.5482469,0.05861822,0.005595177,0.0396287,0.000126238,0.0005237025,0.0001328726,0.04275251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005442203,"threshold_uncertainty_score":0.018206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009490170868993031,"score_gpt":0.2505401165203576,"score_spread":0.2410499456513646,"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."}}