{"id":"W4386495204","doi":"10.33275/1727-7485.1.2023.705","title":"On the performance of CARISMA – Akademik Vernadsky station Schumann resonance monitoring","year":2023,"lang":"en","type":"article","venue":"Ukrainian Antarctic Journal","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Science and Technology Center in Ukraine; European Office of Aerospace Research and Development; Ministry of Education and Science of Ukraine; Canadian Space Agency; University of Alberta","keywords":"Schumann resonances; Thunderstorm; Magnetometer; Epicenter; Seismology; Lightning (connector); Remote sensing; Meteorology; Geology; Geophysics; Physics; Magnetic field; Ionosphere; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004853243,0.0001090228,0.0001272133,0.00008015431,0.0003410626,0.00004945125,0.0002144257,0.00002132162,0.0001569248],"category_scores_gemma":[0.00002019555,0.00007697286,0.00006252783,0.0002473429,0.00005497194,0.0001032673,0.00002464559,0.0004602468,0.00007342652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004079522,"about_ca_system_score_gemma":0.00007924148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005701689,"about_ca_topic_score_gemma":3.320953e-7,"domain_scores_codex":[0.9989704,0.00005900578,0.0002421641,0.0001177655,0.0002893287,0.0003213704],"domain_scores_gemma":[0.9993763,0.0001682646,0.0001625632,0.0001639471,0.00006047722,0.00006846878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004562265,0.0003549714,0.6314896,0.0001221594,0.0006262488,0.00004025022,0.1118821,0.002801519,0.02710603,0.03055862,0.01062695,0.1839353],"study_design_scores_gemma":[0.003887588,0.00329594,0.8720071,0.001526198,0.0001732695,0.0000772483,0.008967024,0.01264261,0.03696346,0.0193337,0.03999602,0.001129798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995796,0.000067341,0.00001479753,0.000803213,0.0003487557,0.0000601123,0.000006685483,0.00001853293,0.002884619],"genre_scores_gemma":[0.9985006,0.00005742057,0.00008311239,0.00003850073,0.0006795736,0.000005707547,0.000003221973,0.00001472351,0.0006170823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405175,"threshold_uncertainty_score":0.3138862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470929178966332,"score_gpt":0.2398913007024925,"score_spread":0.2251820089128292,"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."}}