{"id":"W2100599430","doi":"10.5047/eps.2013.10.002","title":"Space Weather opportunities from the Swarm mission including near real time applications","year":2013,"lang":"en","type":"article","venue":"Earth Planets and Space","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Institut de Physique du Globe de Paris; Centre National d’Etudes Spatiales; Natural Environment Research Council; Sight Research UK; European Space Agency","keywords":"Space weather; Ionosphere; Satellite; Swarm behaviour; Meteorology; Environmental science; Space environment; Remote sensing; Computer science; Geophysics; Geology; Physics; Astronomy","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":[0.001307257,0.000708655,0.0003500441,0.0009250432,0.0003691634,0.001371068,0.0004927997,0.000550857,0.01394537],"category_scores_gemma":[0.001608836,0.0002073856,0.000317622,0.001037307,0.000163547,0.00154743,0.001298642,0.0009919164,0.004565836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086842,"about_ca_system_score_gemma":0.000412879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848797,"about_ca_topic_score_gemma":0.002983437,"domain_scores_codex":[0.9996481,0.00004902343,0.00001914204,0.00004492079,0.0001975173,0.00004127608],"domain_scores_gemma":[0.9987418,0.0001420557,0.00007271948,0.0002465155,0.0004452009,0.0003517963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001713544,0.0002459763,0.01983081,0.0007098499,0.0000912003,0.0006970069,0.0005261415,0.00571031,0.03030264,0.006669377,0.3013938,0.6321095],"study_design_scores_gemma":[0.0002375244,0.0007987487,0.05530037,0.0001785415,0.00007350664,0.0004734465,0.000282072,0.02130645,0.009158944,0.009284107,0.9028316,0.00007465694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1715148,0.014882,0.1344828,0.01994267,0.006045769,0.001140724,0.09510914,0.03673887,0.5201432],"genre_scores_gemma":[0.5700548,0.009361221,0.1977348,0.002106775,0.004788289,0.0006784914,0.1490378,0.003762377,0.06247549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01394537,"threshold_uncertainty_score":0.0466519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470840834612199,"score_gpt":0.214919814533764,"score_spread":0.200211406187642,"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."}}