{"id":"W3209887444","doi":"","title":"Towards a Meteorological Impact Scale of Extratropical Cyclones for Western Canada","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Extratropical cyclone; Climatology; Scale (ratio); Meteorology; Environmental science; Geography; Geology; Cartography","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":[0.0003957872,0.0003438816,0.0002229782,0.002357856,0.001545053,0.002006051,0.0007256143,0.0002463728,0.00415655],"category_scores_gemma":[0.001292233,0.0001574883,0.0003965425,0.002361555,0.0004182427,0.0007780438,0.001104006,0.0006358172,0.0002726463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01680039,"about_ca_system_score_gemma":0.01681533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910583,"about_ca_topic_score_gemma":0.9959952,"domain_scores_codex":[0.999715,0.00001366632,0.00001211409,0.00004027662,0.0001207299,0.00009811053],"domain_scores_gemma":[0.9983296,0.00005094666,0.0001127213,0.00003262714,0.0011915,0.0002826015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002887095,0.0001019019,0.9142847,0.0001936933,0.0001983214,0.0001482364,0.00166949,0.009498568,0.003366119,0.006772872,0.01671719,0.04676008],"study_design_scores_gemma":[0.000006153242,0.000008760838,0.9924384,0.0000328219,0.0000173676,0.00000801519,0.001336944,0.001853913,0.0001663071,0.0002957975,0.003825699,0.000009750537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925437,0.001293072,0.001466958,0.001575126,0.00007514512,0.0001191218,0.0168478,0.0001807739,0.05300496],"genre_scores_gemma":[0.9898835,0.0004744987,0.00142223,0.00009445567,0.00001754205,0.00002615833,0.003820641,0.00003159907,0.004229318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680039,"threshold_uncertainty_score":0.1218959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454581988949346,"score_gpt":0.2667686627293784,"score_spread":0.232222842839885,"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."}}