{"id":"W4409218926","doi":"10.22541/essoar.174405188.89584578/v1","title":"Diagnosing the rapid loss of outer radiation belt electrons due to strong chorus-driven wave-particle interactions along an electron injection path","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Environment Research Council; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of Exeter; Canadian Space Agency; UK Research and Innovation","keywords":"Chorus; Van Allen radiation belt; Electron; Particle (ecology); Physics; Radiation; Computational physics; Path (computing); Atomic physics; Nuclear physics; Geology; Magnetosphere; Plasma; Computer science","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":[0.0001250309,0.0002382751,0.0001500217,0.0004393606,0.0001660986,0.0002249723,0.0002339923,0.0002180438,0.0006672966],"category_scores_gemma":[0.0003525662,0.0001750332,0.0001661923,0.0002759889,0.0001244656,0.000294707,0.0002601745,0.000204334,0.000105709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888345,"about_ca_system_score_gemma":0.0001169071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868971,"about_ca_topic_score_gemma":0.004747419,"domain_scores_codex":[0.9999639,0.000004300435,0.000001890192,0.00001043221,0.000009804089,0.000009710348],"domain_scores_gemma":[0.9998981,0.00002178531,0.00002904484,0.00001034447,0.00001809177,0.00002262891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009757525,0.0001139385,0.7040974,0.00008620127,0.0001464371,0.001122618,0.0005344644,0.02602142,0.2424859,0.0007865392,0.0006027012,0.02302657],"study_design_scores_gemma":[0.00005114757,0.000205091,0.8473489,0.00001435651,0.0000664554,0.0003708513,0.0003586905,0.122191,0.02788807,0.0002901278,0.001193309,0.00002187716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981553,0.00004561487,0.0009717453,0.00001193687,0.000002066348,0.000006508894,0.00008357957,0.00003752979,0.0006857723],"genre_scores_gemma":[0.9986454,0.00003114706,0.0009877555,0.000005798693,0.000002175779,0.000004739671,0.0001253366,0.00000907149,0.0001886921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002868971,"threshold_uncertainty_score":0.005704522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156952560050335,"score_gpt":0.2929724734116648,"score_spread":0.2772772174066313,"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."}}