{"id":"W4401108311","doi":"10.22541/essoar.172236800.02777315/v1","title":"A survey of EMIC waves in Van Allen Probe data","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Amplitude; Physics; Cyclotron; Van Allen Probes; Emic and etic; Earth's magnetic field; Geophysics; Computational physics; Ion; Magnetosphere; Magnetic field; Van Allen radiation belt; Optics","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":[0.0006322583,0.0003472316,0.0002400665,0.004876156,0.0002790281,0.0006601973,0.0005462869,0.0003358948,0.001271663],"category_scores_gemma":[0.002198334,0.0001699074,0.000270481,0.00470981,0.0001664044,0.0004476163,0.0009919396,0.0002163311,0.001149333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067056,"about_ca_system_score_gemma":0.0007192536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237861,"about_ca_topic_score_gemma":0.01408794,"domain_scores_codex":[0.9990698,0.0001408984,0.00006596272,0.0003057001,0.000277203,0.0001404688],"domain_scores_gemma":[0.9986518,0.0001902677,0.0003081895,0.0003146954,0.0004113837,0.000123647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005332375,0.0003102599,0.5261496,0.0007859018,0.0004348481,0.001048348,0.002435568,0.0105522,0.1121964,0.004836826,0.05714806,0.2835688],"study_design_scores_gemma":[0.00007009433,0.0001975058,0.8378792,0.0001223458,0.00009953087,0.0005698719,0.001010358,0.02546816,0.01845072,0.00119292,0.1148681,0.00007128553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912778,0.000754681,0.02496674,0.0001872094,0.00004722313,0.0003313967,0.06872131,0.002289332,0.01142438],"genre_scores_gemma":[0.76706,0.0006579761,0.04037566,0.0001438062,0.00008001187,0.0004358598,0.1871722,0.0005094865,0.003564969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237861,"threshold_uncertainty_score":0.02461308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169855946365218,"score_gpt":0.2831593756258394,"score_spread":0.2514608161621872,"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."}}