{"id":"W2520299185","doi":"10.1002/2016gl070333","title":"Observational evidence of the nonlinear wave growth theory of plasmaspheric hiss","year":2016,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Hiss; Amplitude; Physics; Nonlinear system; Equator; Computational physics; Waveform; Dispersion (optics); Dispersion relation; Geophysics; Quantum electrodynamics; Optics; 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":[0.0006245206,0.0001930171,0.0001110306,0.0004396989,0.0002946699,0.0003851841,0.0002722343,0.0002666121,0.0006877393],"category_scores_gemma":[0.002209341,0.0001611901,0.0001451039,0.0002477631,0.0006876683,0.0004797783,0.0004344116,0.0003110948,0.0001352975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085914,"about_ca_system_score_gemma":0.0001221681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255353,"about_ca_topic_score_gemma":0.001884481,"domain_scores_codex":[0.9998382,0.00003055744,0.000008066041,0.00003526625,0.00007011317,0.00001767959],"domain_scores_gemma":[0.9983706,0.0007476418,0.0002818431,0.0002467411,0.0002425694,0.0001107079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006019039,0.0001136079,0.7414247,0.0001373005,0.0001023848,0.0005663934,0.001132357,0.02416879,0.1635682,0.02883068,0.0008799959,0.03847365],"study_design_scores_gemma":[0.00005127988,0.0002299355,0.8685192,0.0000190265,0.00003153885,0.0004416482,0.0003384987,0.1044352,0.0158855,0.00799724,0.002016579,0.00003453327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926018,0.00004719745,0.003568249,0.0001013191,0.000004193641,0.000009234571,0.00009156893,0.00004212458,0.003534313],"genre_scores_gemma":[0.9995235,0.00001402907,0.0003259435,0.000003151257,0.000004029127,0.000001685785,0.00004481007,0.000002584484,0.00008019876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255353,"threshold_uncertainty_score":0.005077302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05750846744278722,"score_gpt":0.2980882304053094,"score_spread":0.2405797629625222,"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."}}