{"id":"W4387706900","doi":"10.22541/essoar.169755203.35554469/v1","title":"The 2022 Starlink geomagnetic storms: global thermospheric response to a high-latitude ionospheric driver","year":2023,"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":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; European Space Agency","keywords":"Ionosphere; Geomagnetic storm; Atmospheric sciences; Earth's magnetic field; Solar wind; Magnetosphere; Geophysics; Storm; Thermosphere; Latitude; Environmental science; Geology; Physics; Meteorology; Geodesy; Magnetic field","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":[0.0001157694,0.0002344032,0.0001852849,0.0003005023,0.000202199,0.0004199839,0.0001110543,0.0002723807,0.001026134],"category_scores_gemma":[0.0004113531,0.0000877254,0.0001416044,0.0004094298,0.0001126105,0.0002322046,0.0003786337,0.0002334274,0.0001857179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671171,"about_ca_system_score_gemma":0.0002197383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007658011,"about_ca_topic_score_gemma":0.01597691,"domain_scores_codex":[0.9999472,0.000005377023,0.000003177337,0.00001545171,0.00001704191,0.00001175984],"domain_scores_gemma":[0.9998228,0.00002330925,0.00007036811,0.00001656212,0.00003598376,0.00003105019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005796524,0.00010641,0.9342555,0.00006615329,0.0001275644,0.0005211653,0.0003989873,0.007602674,0.03458427,0.0003476881,0.003183349,0.01822669],"study_design_scores_gemma":[0.00001009306,0.00006851471,0.9921666,0.000003775982,0.00001619457,0.00008870707,0.0001374427,0.00396922,0.001998296,0.00008413423,0.001450792,0.000006199987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972415,0.00006952584,0.0002408722,0.0000956533,0.00001626955,0.000006565661,0.0008018495,0.00004541974,0.001482357],"genre_scores_gemma":[0.996928,0.00007403093,0.0002704135,0.00004234733,0.00002759554,0.000008169076,0.00202678,0.00001253053,0.000610155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007658011,"threshold_uncertainty_score":0.01522684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007384368736613069,"score_gpt":0.2380273635003976,"score_spread":0.2306429947637846,"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."}}