{"id":"W4206229748","doi":"10.1093/mnras/stab3492","title":"Current driven kink instabilities in relativistic jets: dissipation properties","year":2021,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Institut sur la Nutrition et les Aliments Fonctionnels; European Commission","keywords":"Physics; Dissipation; Current sheet; Kink instability; Instability; Plasma; Magnetic field; Current (fluid); Magnetic reconnection; Mechanics; Magnetohydrodynamics; Magnetic energy; Turbulence; Classical mechanics; Magnetization; Plasma instability; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003228138,0.0001209081,0.000141624,0.00004920519,0.00008462706,0.00002676236,0.0001155466,0.00001618842,0.0001093209],"category_scores_gemma":[0.000005483309,0.0001277571,0.00006668257,0.0003102732,0.00006693549,0.0002432951,0.00009476121,0.0001564556,0.00003776794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008529138,"about_ca_system_score_gemma":0.0001114996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005147103,"about_ca_topic_score_gemma":0.00001139775,"domain_scores_codex":[0.9992799,0.00006116625,0.0001201269,0.0003041179,0.00004198633,0.0001926922],"domain_scores_gemma":[0.9995694,0.00002498035,0.00006087543,0.0002241376,0.0000656291,0.00005501115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003313939,0.0004122484,0.2742588,0.00002544884,0.00004477504,0.00001634266,0.001012625,0.03174008,0.0003273843,0.6823151,0.00004238669,0.009771665],"study_design_scores_gemma":[0.003177355,0.0001457501,0.1132273,0.0004533076,0.0001481545,6.035488e-7,0.01046293,0.1836604,0.001626201,0.6816782,0.0040985,0.001321261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757757,0.00004401135,0.01576719,0.00003166483,0.00009658842,0.00009016228,0.00001438822,0.00002033155,0.008160013],"genre_scores_gemma":[0.9985549,0.000008752689,0.00002310873,0.000007395245,0.00006645487,0.000001727398,0.00002993131,0.000009728018,0.001297968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610315,"threshold_uncertainty_score":0.5209784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04766199364793067,"score_gpt":0.1744165994815174,"score_spread":0.1267546058335867,"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."}}