{"id":"W2075537399","doi":"10.1080/00411450500255443","title":"Semi‐Lagrangian Vlasov‐Maxwell Simulations of Self‐Sustained Kinetic Electron Nonlinear Waves in the Relativistic Laser‐Plasma Interaction","year":2005,"lang":"en","type":"article","venue":"Transport Theory and Statistical Physics","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Physics; Plasma; Vlasov equation; Kinetic energy; IGNITOR; Relativistic plasma; Nonlinear system; Electron; Hamiltonian (control theory); Quantum electrodynamics; Laser; Maxwell's equations; Pulse (music); Lagrangian; Plasma modeling; Computational physics; Classical mechanics; Quantum mechanics; Mathematical physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000212624,0.000198768,0.0002429207,0.00004923299,0.0001204783,0.00002479069,0.0001036112,0.00004469663,0.0003564686],"category_scores_gemma":[0.00003411452,0.0001555723,0.00006867951,0.0002005867,0.0001229269,0.0001933247,0.000007904994,0.0003463816,0.00002150484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339805,"about_ca_system_score_gemma":0.00004261455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005977842,"about_ca_topic_score_gemma":0.00004996993,"domain_scores_codex":[0.9988118,0.0001619679,0.000395568,0.0002224561,0.0001545129,0.0002537244],"domain_scores_gemma":[0.997126,0.002446964,0.0001044666,0.0001878253,0.00006835417,0.00006643551],"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":[0.0002848422,0.001207432,0.00293551,0.00006259893,0.00008659766,0.000007229244,0.001855877,0.02560844,0.000143558,0.96337,0.00007405615,0.004363847],"study_design_scores_gemma":[0.004464128,0.0009493385,0.02326341,0.0002978134,0.001158234,0.00001166475,0.003914998,0.2602936,0.00794163,0.6837229,0.01281665,0.00116562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800521,0.000006858094,0.1885275,0.0001285565,0.00007487353,0.0003630639,0.0007482218,0.00003157153,0.009598367],"genre_scores_gemma":[0.9972371,0.000006698919,0.001691585,0.00004212504,0.0001588877,0.00001335107,0.0005919442,0.00001911998,0.0002391909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2796471,"threshold_uncertainty_score":0.6344056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006460556176922486,"score_gpt":0.2569721725398983,"score_spread":0.2505116163629758,"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."}}