{"id":"W4392760653","doi":"10.5194/egusphere-egu24-14342","title":"Space Weather Ionospheric Network Canada (SWINCan)","year":2024,"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 New Brunswick","funders":"","keywords":"Space weather; Ionosphere; Space (punctuation); Meteorology; Geography; Computer science; Geology; Geophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000596,0.0009201439,0.0004847478,0.001001838,0.002280224,0.002281009,0.001398566,0.000691107,0.02901109],"category_scores_gemma":[0.002060771,0.0002341371,0.0002580163,0.002624977,0.0005437052,0.000895669,0.001395387,0.001411474,0.01050818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008969749,"about_ca_system_score_gemma":0.05749935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8924573,"about_ca_topic_score_gemma":0.9224733,"domain_scores_codex":[0.9988942,0.0000595508,0.00002146951,0.0001117343,0.0006619545,0.0002512496],"domain_scores_gemma":[0.9959667,0.0000781059,0.0001195445,0.000168347,0.003159614,0.0005077257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002322011,0.00004092675,0.007764974,0.000195872,0.00003349694,0.00008754853,0.000094449,0.001081407,0.001070309,0.004878683,0.9184184,0.06610164],"study_design_scores_gemma":[0.00007929267,0.0000348357,0.009547882,0.0001102169,0.00001951924,0.00003136359,0.000149563,0.001544375,0.000560815,0.0006301755,0.9872672,0.00002471571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01502288,0.008297084,0.01159052,0.01259503,0.004389896,0.0008914465,0.3176797,0.0057996,0.6237338],"genre_scores_gemma":[0.1071408,0.01322009,0.03483643,0.00715895,0.0007280941,0.0006740303,0.4393512,0.001791586,0.3950988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1075427,"threshold_uncertainty_score":0.216352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003904685132052706,"score_gpt":0.1954887670262163,"score_spread":0.1915840818941636,"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."}}