{"id":"W4308414506","doi":"10.3389/fspas.2022.1007240","title":"Cascading parametric decay coupling between whistler and ion acoustic waves: Darwin particle-in-cell simulations","year":2022,"lang":"en","type":"article","venue":"Frontiers in Astronomy and Space Sciences","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Whistler; Amplitude; Instability; Atomic physics; Landau damping; Computational physics; Quantum electrodynamics; Ion; Magnetic field; Optics; 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":[0.0005195165,0.0004134347,0.001100857,0.0004811642,0.0007426667,0.0006987886,0.001445789,0.001344093,0.002827925],"category_scores_gemma":[0.001782535,0.0003547803,0.000593071,0.000514814,0.0008955926,0.0005944269,0.0006803637,0.0009605538,0.0001874598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009228214,"about_ca_system_score_gemma":0.001213041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045459,"about_ca_topic_score_gemma":0.00863159,"domain_scores_codex":[0.9998482,0.00003234314,0.0000060545,0.00001676692,0.00004489483,0.00005166093],"domain_scores_gemma":[0.9987639,0.0007172025,0.0001165091,0.00008212934,0.0001828496,0.0001373481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006903875,0.00007014836,0.002435637,0.00003976975,0.00002766602,0.0001289787,0.00007918163,0.9915401,0.001089309,0.003406331,0.0002171882,0.0008966573],"study_design_scores_gemma":[0.00001384633,0.00001498128,0.0001955623,0.000001926123,0.000003535824,0.000004553556,0.00001921501,0.9992188,0.0001918396,0.0002603327,0.00007167608,0.000003638428],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764547,0.00008770471,0.01337426,0.000192686,0.0000267357,0.00006440462,0.0002653016,0.0001068538,0.009427318],"genre_scores_gemma":[0.9925023,0.00007160986,0.005444509,0.00005991421,0.000008449705,0.0001275894,0.0001817195,0.00003734056,0.001566486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045459,"threshold_uncertainty_score":0.04067105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009990856456492673,"score_gpt":0.2328520068691623,"score_spread":0.2228611504126696,"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."}}