{"id":"cd82afc7-b84d-4508-b11a-286b54ffeeb5","arxiv_id":"1908.01006","paper_version":1,"verdict":"CONDITIONAL","confidence":"HIGH","novelty_score":4.0,"correctness_risk":"medium","formal_verification":"none","parameter_count":2,"one_line_summary":"Information length computed from time-dependent probability distributions of Hasegawa-Wakatani turbulence increases with adiabaticity and shows sharp increases during sudden changes in the plasma dynamics.","lead":"This paper applies a statistical distance measure called information length to simulated drift-wave turbulence, showing that it can track how the plasma's fluctuation statistics change over time. The authors compare results for different values of the adiabaticity parameter and find that the information length is larger when electrons are more adiabatic.","discovery_kind":"new_application","skeptic_critique":null,"referee_report":null,"author_rebuttal":null,"desk_editor":null,"rs_alignment":null,"lean_confirmation":null,"pith_extraction":null,"created_at":"2026-08-14T15:58:59.358942+00:00","model_set":{"reader":"deepseek-v4-flash"},"falsifier":null,"supporting_citations":[],"review_version":1}