{"id":"W4408437722","doi":"10.5194/egusphere-egu25-6397","title":"Active Removal of Harmful Radiation Belts byRocket Engine Burns Over Ground VLF Transmitters","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Radiation; Environmental science; Automotive engineering; Acoustics; Physics; Engineering; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009758172,0.0003268973,0.000530607,0.0004056598,0.0000295932,0.0000232812,0.0002064837,0.0003151366,0.0005972016],"category_scores_gemma":[0.000009491977,0.0003437865,0.0003984041,0.0003521164,0.00003312143,0.0001976001,0.00001660133,0.000448707,0.000006495202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497526,"about_ca_system_score_gemma":0.00007321247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000240108,"about_ca_topic_score_gemma":0.0001175016,"domain_scores_codex":[0.9986635,0.0000264475,0.0005481294,0.0002728052,0.0002760871,0.0002130087],"domain_scores_gemma":[0.9993243,0.00007604869,0.0001010999,0.0003345928,0.0000774876,0.00008643889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001843435,0.0001121814,0.0005109217,0.001675352,0.003708015,0.00002880923,0.004866234,0.8544854,0.003351084,0.001071128,0.00191334,0.1280932],"study_design_scores_gemma":[0.005674378,0.000125828,0.4282854,0.001184792,0.004791269,0.00001814915,0.001285653,0.4023111,0.1080274,0.003894074,0.04103173,0.003370299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4793888,0.001059416,0.5008849,0.0006277896,0.001101878,0.0005893091,0.001394274,0.0006081573,0.01434544],"genre_scores_gemma":[0.9957777,0.0008891026,0.001404193,0.00009343741,0.00008926087,0.0000175343,0.0007992341,0.00002967061,0.0008998753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5163888,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008311208119044768,"score_gpt":0.2372494230271625,"score_spread":0.2289382149081177,"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."}}