{"id":"W2107116788","doi":"10.1142/s0219891606000859","title":"TRANSONIC REGULAR REFLECTION FOR THE NONLINEAR WAVE SYSTEM","year":2006,"lang":"en","type":"article","venue":"Journal of Hyperbolic Differential Equations","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"National Science Foundation","keywords":"Transonic; Reflection (computer programming); Nonlinear system; Physics; Mechanics; Geology; Acoustics; Mathematics; Computer science","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":[0.0008668954,0.0009215754,0.0007595942,0.0007565244,0.000565771,0.001659099,0.001083191,0.001278945,0.004586264],"category_scores_gemma":[0.002597683,0.0003654865,0.000945487,0.0002371638,0.001698637,0.001605482,0.002850648,0.001572694,0.0006614575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515516,"about_ca_system_score_gemma":0.0004984052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455766,"about_ca_topic_score_gemma":0.0007682611,"domain_scores_codex":[0.9995994,0.0001022097,0.00002111031,0.00006778749,0.0001226129,0.00008696902],"domain_scores_gemma":[0.9992871,0.000164037,0.0002041051,0.00009276118,0.0001327372,0.0001194547],"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":[0.0004412606,0.0002576844,0.004202989,0.0003017069,0.0001135515,0.00246043,0.0009931265,0.2332319,0.05952244,0.6857363,0.002098182,0.01064043],"study_design_scores_gemma":[0.0001166532,0.000214671,0.0006868889,0.00003570276,0.00002432183,0.0005064096,0.0005033046,0.8967462,0.008400083,0.09153361,0.001171025,0.000061133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7065498,0.0002960764,0.2707701,0.000953666,0.0001285403,0.0001131103,0.0001896803,0.0002012861,0.02079784],"genre_scores_gemma":[0.9635295,0.0002376945,0.02325395,0.0001362096,0.00005308569,0.00008335312,0.000228703,0.0001355311,0.01234196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004586264,"threshold_uncertainty_score":0.01534253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782063307587502,"score_gpt":0.3486387280456579,"score_spread":0.2608180949697829,"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."}}