{"id":"W3028819948","doi":"10.1103/physrevlett.124.215001","title":"Measurement of Kinetic-Scale Current Filamentation Dynamics and Associated Magnetic Fields in Interpenetrating Plasmas","year":2020,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fusion Energy Sciences; Office of Science; Lawrence Livermore National Laboratory; U.S. Department of Energy","keywords":"Filamentation; Plasma; Kinetic energy; Current (fluid); Scale (ratio); Magnetic field; Physics; Plasma instability; Statistical physics; Computational physics; Atomic physics; Nuclear physics; Classical mechanics; Quantum mechanics; Thermodynamics","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":[0.00008028475,0.0001437045,0.0001131012,0.0003171182,0.0001548764,0.0002025415,0.0002415172,0.0001376885,0.0005732059],"category_scores_gemma":[0.0003320005,0.00007537187,0.00006362434,0.0001779844,0.000317825,0.0002394662,0.0002359463,0.0002439633,0.0001023686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772175,"about_ca_system_score_gemma":0.00005763966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674284,"about_ca_topic_score_gemma":0.0003741855,"domain_scores_codex":[0.9999325,0.000006000343,0.000001989339,0.00001664676,0.00002846998,0.00001426708],"domain_scores_gemma":[0.9998214,0.00005513339,0.00005748678,0.00001675787,0.00002668997,0.00002263783],"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":[0.00007999642,0.00001289895,0.003971515,0.00001798261,0.000007220057,0.00008285075,0.00007578995,0.0003340741,0.9888854,0.0003331789,0.00002748016,0.006171551],"study_design_scores_gemma":[0.00001263371,0.0003439396,0.05967883,0.000004428848,0.00002088604,0.0004446443,0.0001421176,0.01093823,0.9266151,0.0004045703,0.00137936,0.00001519566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929334,0.0002251708,0.005631754,0.00001752252,0.000004252554,0.000009690808,0.00004263301,0.00004858378,0.00108701],"genre_scores_gemma":[0.9977162,0.00009974705,0.001841796,0.000006055942,0.000007981456,0.00000770123,0.00003780667,0.000004116735,0.0002787196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005732059,"threshold_uncertainty_score":0.001917601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188490011310321,"score_gpt":0.2798583559571192,"score_spread":0.2610093548260871,"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."}}