{"id":"W2765668115","doi":"10.13140/rg.2.2.26976.08963","title":"Estimating GIC from a single observatory at high and mid-latitudes","year":2017,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geomagnetically induced current; Geomagnetic storm; Space weather; Earth's magnetic field; Meteorology; Latitude; Geology; Storm; Bay; Grid; Climatology; Magnetic field; Geodesy; Geography; Physics; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005363142,0.0004226088,0.0004124089,0.00095932,0.0002173195,0.0007852236,0.0004499337,0.0005197072,0.0009261885],"category_scores_gemma":[0.004344568,0.0003296746,0.0003826222,0.001362851,0.0002685361,0.001066423,0.0005720488,0.0004431357,0.0004078891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006641058,"about_ca_system_score_gemma":0.0006289671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08094919,"about_ca_topic_score_gemma":0.1107595,"domain_scores_codex":[0.9996112,0.00005434552,0.00002848913,0.0001519531,0.00009587237,0.00005811028],"domain_scores_gemma":[0.9987479,0.0002718601,0.0003195663,0.000241504,0.0003242841,0.00009481581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001726671,0.00005581415,0.8228716,0.00008831608,0.0002064884,0.0002110548,0.0003220084,0.1289954,0.005942434,0.001116779,0.00218459,0.0378329],"study_design_scores_gemma":[0.00003637452,0.00005275208,0.7115147,0.00003644063,0.0000693925,0.0001115371,0.0002776862,0.2822751,0.00214746,0.0009231374,0.002517602,0.00003782554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972896,0.0002015998,0.01910865,0.0001346682,0.00002789531,0.00003171676,0.002958554,0.0003807603,0.004260118],"genre_scores_gemma":[0.9875731,0.00009338113,0.008463201,0.00001894999,0.00002034702,0.00001152862,0.00319056,0.00002964915,0.0005992564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08094919,"threshold_uncertainty_score":0.160956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167590438198565,"score_gpt":0.3311366694927707,"score_spread":0.2143776256729142,"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."}}