{"id":"W1970358050","doi":"10.1063/1.873970","title":"Theory of filamentation instability and stimulated Brillouin scattering with nonlocal hydrodynamics","year":2000,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Filamentation; Plasma; Ponderomotive force; Instability; Brillouin scattering; Quantum electrodynamics; Laser; Bremsstrahlung; Scattering; Nonlinear system; Wavelength; Classical mechanics; Atomic physics; Quantum mechanics; Electron","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":[0.0004137468,0.0005866368,0.0005342942,0.0007490173,0.000578013,0.0008490972,0.00112495,0.0009217959,0.002055936],"category_scores_gemma":[0.0008111758,0.0002197936,0.0004069069,0.0003847723,0.001596663,0.001469968,0.0007340851,0.0006764966,0.0003258314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529885,"about_ca_system_score_gemma":0.0006824459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930744,"about_ca_topic_score_gemma":0.001002322,"domain_scores_codex":[0.9997635,0.00005463199,0.000006766515,0.00002276217,0.0001198347,0.00003250254],"domain_scores_gemma":[0.9996597,0.0001178491,0.00006270104,0.00002817712,0.00008533181,0.00004633436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009232929,0.00001354573,0.0001449298,0.00003960823,0.000008211515,0.0001119595,0.00009725156,0.06361873,0.002682385,0.9305866,0.0007300249,0.001957514],"study_design_scores_gemma":[0.00001352555,0.00002030178,0.0002576349,0.000006332664,0.000003473917,0.00006584424,0.00002098372,0.7548389,0.000604882,0.2423003,0.001852733,0.00001501695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09940989,0.002807508,0.8540763,0.001730067,0.0002435302,0.0001131269,0.0002092252,0.0004120111,0.04099835],"genre_scores_gemma":[0.9081933,0.001944886,0.04795614,0.0002892757,0.0004378973,0.0003769144,0.0001749518,0.0001251966,0.04050141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002055936,"threshold_uncertainty_score":0.01110017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007840231131551714,"score_gpt":0.2295680372262217,"score_spread":0.22172780609467,"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."}}