{"id":"W2563882055","doi":"10.1063/1.4973226","title":"A model of anomalous absorption of laser light on ion acoustic turbulence","year":2017,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Russian Foundation for Basic Research","keywords":"Physics; Collisionality; Plasma; Atomic physics; Absorption (acoustics); Instability; Ion acoustic wave; Anisotropy; Ion; Two-stream instability; Turbulence; Electron; Computational physics; Optics; Tokamak; Mechanics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004140776,0.0007486827,0.0007108885,0.000835808,0.001134503,0.001111565,0.001525554,0.001844046,0.005089107],"category_scores_gemma":[0.001146352,0.0004276457,0.0006584137,0.0005648321,0.001920824,0.00199639,0.00102816,0.0008683446,0.000672498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004178,"about_ca_system_score_gemma":0.0006399585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499954,"about_ca_topic_score_gemma":0.001464784,"domain_scores_codex":[0.999732,0.00006462212,0.000009264538,0.00004122097,0.0000645479,0.00008828839],"domain_scores_gemma":[0.9993694,0.0002566631,0.0001096155,0.00004489919,0.0001097936,0.0001095288],"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":[0.0002472134,0.0001778641,0.002764293,0.0001700075,0.00005725587,0.001623885,0.000576812,0.3518878,0.03762088,0.59663,0.002496151,0.0057478],"study_design_scores_gemma":[0.00002206319,0.00004621197,0.000513227,0.000008028078,0.000006896897,0.0001595511,0.00004100879,0.9658934,0.0005148179,0.03231996,0.0004505634,0.00002415965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5490134,0.001975045,0.3419937,0.002966336,0.0003519821,0.0002237639,0.0004230033,0.0008685467,0.1021843],"genre_scores_gemma":[0.9824679,0.0004403707,0.004125703,0.00009369195,0.00007563896,0.00008902033,0.00004098043,0.0000498744,0.01261678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005089107,"threshold_uncertainty_score":0.01702476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091939292432859,"score_gpt":0.2594666096215305,"score_spread":0.2385472166972019,"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."}}