{"id":"W2025905063","doi":"10.1103/physreve.66.066414","title":"Influence of the electron distribution function shape on nonlocal electron heat transport in laser-heated plasmas","year":2002,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Electron; Plasma; Isotropy; Distribution function; Thermal conductivity; Physics; Laser; Atomic physics; Filamentation; Materials science; Thermodynamics; Optics; Quantum mechanics","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":[0.00117014,0.0006756319,0.0006756558,0.0003695438,0.0005461955,0.001060581,0.0009970968,0.001198943,0.0004318857],"category_scores_gemma":[0.00375803,0.0004786904,0.0008385809,0.0003176699,0.001253614,0.001680095,0.0008550379,0.0008033874,0.000155563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249387,"about_ca_system_score_gemma":0.0005814936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256817,"about_ca_topic_score_gemma":0.001514084,"domain_scores_codex":[0.999688,0.0001271094,0.00001186264,0.00004541005,0.00007713983,0.00005041139],"domain_scores_gemma":[0.99834,0.001039572,0.0001794366,0.0001992148,0.0001572332,0.00008452495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001038401,0.0000575252,0.001201862,0.00003160655,0.00002250621,0.0003678929,0.00008979112,0.9670101,0.01557712,0.0120669,0.0001159837,0.003354838],"study_design_scores_gemma":[0.000006371163,0.00001778033,0.0002552602,0.000001806902,0.000004074069,0.00002896867,0.000006359296,0.9961237,0.002117799,0.001379507,0.0000500382,0.000008236355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770886,0.0007616603,0.223491,0.0004341025,0.0000904215,0.00004745641,0.0000594608,0.0002561846,0.003973709],"genre_scores_gemma":[0.9944331,0.0002753783,0.004104364,0.00003283873,0.00001665783,0.000025577,0.00001775117,0.0000595802,0.001034823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00256817,"threshold_uncertainty_score":0.009064972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006963955654242621,"score_gpt":0.2520087315866443,"score_spread":0.2450447759324016,"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."}}