{"id":"W2744751098","doi":"10.1088/1361-6544/aa99a6","title":"On global solutions of the random Hamilton–Jacobi equations and the KPZ problem","year":2018,"lang":"en","type":"article","venue":"Nonlinearity","topic":"Random Matrices and Applications","field":"Mathematics","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Kavli Institute for Theoretical Physics, University of California, Santa Barbara; National Science Foundation","keywords":"Mathematics; Hamilton–Jacobi equation; Applied mathematics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007478957,0.0005872012,0.0006999123,0.001041442,0.000720711,0.001406367,0.0006893468,0.0009612564,0.003955869],"category_scores_gemma":[0.002919115,0.0002667659,0.0005585273,0.0004463639,0.002864433,0.002359612,0.001545268,0.0009817975,0.0002769708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008701473,"about_ca_system_score_gemma":0.0004414254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012845,"about_ca_topic_score_gemma":0.0007770012,"domain_scores_codex":[0.9997508,0.00008717884,0.00001270454,0.00004567555,0.00005345454,0.00005009355],"domain_scores_gemma":[0.9991688,0.0003604168,0.0001757248,0.00006201814,0.00009508173,0.0001380559],"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":[0.00001650117,0.0000163888,0.0002465299,0.00004044837,0.00001128422,0.0001305971,0.0001113188,0.01437004,0.001416213,0.9816475,0.0004629623,0.001530136],"study_design_scores_gemma":[0.00002771137,0.00004376243,0.0005548374,0.00002178187,0.000006801916,0.0001048274,0.0001543716,0.1218898,0.0005121944,0.8758112,0.0008524114,0.00002030449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810824,0.00126092,0.1760627,0.00231936,0.0001057173,0.00006879603,0.0001384177,0.0002057819,0.03875592],"genre_scores_gemma":[0.9839035,0.0003649138,0.008121996,0.0001205045,0.0001005865,0.00005276399,0.00007293154,0.00004858779,0.007214049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003955869,"threshold_uncertainty_score":0.01323372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260445453660777,"score_gpt":0.3235322609030035,"score_spread":0.2809278063663957,"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."}}