{"id":"W2058426210","doi":"10.1103/physrevlett.96.255003","title":"Broadband Dielectric Function of Nonequilibrium Warm Dense Gold","year":2006,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drude model; Dielectric; Femtosecond; Dielectric function; Brillouin zone; Non-equilibrium thermodynamics; Broadband; Materials science; Component (thermodynamics); Condensed matter physics; Laser; Redshift; Optical conductivity; Physics; Optics; Optoelectronics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005755922,0.0001337284,0.0002811876,0.00003311434,0.00001032608,0.00001458831,0.0001049759,0.00001117261,0.00001028789],"category_scores_gemma":[0.00001102366,0.0001168221,0.00008593412,0.0002308712,0.00002822049,0.0001222652,0.00001766246,0.00008484622,0.00002856704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312125,"about_ca_system_score_gemma":0.000004262187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002651582,"about_ca_topic_score_gemma":5.949108e-7,"domain_scores_codex":[0.9993387,0.00002046658,0.0002099084,0.0001251421,0.0001334637,0.0001723399],"domain_scores_gemma":[0.9997009,0.00002620153,0.00004711678,0.0001791558,0.00002089222,0.00002571487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006561149,0.00003832181,0.00002167413,0.003034519,0.00001527232,0.000002292874,0.000005661913,0.0005170875,0.9466394,0.0001499512,0.04572939,0.003839936],"study_design_scores_gemma":[0.0006928097,0.000261758,0.004432748,0.005445614,0.0006551773,0.00001299602,8.376909e-7,0.03063081,0.8650501,0.004173818,0.0872241,0.00141922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859645,0.008197556,0.003053767,0.0004850822,0.0001520606,0.00025492,0.000004375818,0.0006137814,0.001273934],"genre_scores_gemma":[0.9980863,0.0007050105,0.0002138427,0.0006924324,0.000224558,0.00002681867,0.00001024801,0.00003024816,0.00001053093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08158922,"threshold_uncertainty_score":0.4763867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007082314356582194,"score_gpt":0.2243097476940672,"score_spread":0.217227433337485,"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."}}