{"id":"W2952189044","doi":"10.1063/1.5098479","title":"Thresholds of absolute instabilities driven by a broadband laser","year":2019,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Nuclear Security Administration; University of Rochester; New York State Energy Research and Development Authority; U.S. Department of Energy","keywords":"Physics; Laser; Scaling; Raman scattering; Coherence (philosophical gambling strategy); Wavelength; Optics; Instability; Broadband; Spectral line; Raman spectroscopy; Atomic physics; Computational physics; 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":[0.0003121676,0.0002097483,0.000170271,0.0003511938,0.0002942042,0.0005303778,0.000416076,0.0003482098,0.001716768],"category_scores_gemma":[0.001376564,0.0001529928,0.0002082187,0.0001484309,0.0004773722,0.0004376718,0.0004228177,0.0004144708,0.000247318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673253,"about_ca_system_score_gemma":0.0004036497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005440642,"about_ca_topic_score_gemma":0.0004240393,"domain_scores_codex":[0.9998019,0.00001668349,0.00001027415,0.0000332444,0.00009277376,0.00004523221],"domain_scores_gemma":[0.999321,0.0003627327,0.0001258002,0.00002863512,0.00009389522,0.00006795533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005275981,0.00007792559,0.003617513,0.0001390272,0.00003141319,0.0003641241,0.00033354,0.04576635,0.9109105,0.02556133,0.0004986646,0.01217194],"study_design_scores_gemma":[0.00004524884,0.0003606044,0.007262583,0.00003803759,0.00002388493,0.0003562958,0.0001829001,0.5136381,0.4684585,0.008637848,0.000912621,0.00008339585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649925,0.0002260741,0.02706608,0.0001446589,0.00002338589,0.00002366663,0.0001259329,0.0003993878,0.006998419],"genre_scores_gemma":[0.9983594,0.00003447296,0.001150982,0.000008040381,0.000002668045,0.00001314337,0.00002417597,0.00001427987,0.0003928694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001716768,"threshold_uncertainty_score":0.005743146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008319422826902269,"score_gpt":0.2364484224824774,"score_spread":0.2281289996555752,"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."}}