{"id":"W4287009829","doi":"10.3390/atmos13081166","title":"Northern Hemisphere Extratropical Cyclone Activity in the Twentieth Century Reanalysis Version 3 (20CRv3) and Its Relationship with Continental Extreme Temperatures","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Climate variability and models","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Energy Research Scientific Computing Center; U.S. Department of Energy","keywords":"Extratropical cyclone; Cyclone (programming language); Climatology; Environmental science; Northern Hemisphere; Middle latitudes; Atmospheric sciences; Meteorology; Geology; Geography","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":[0.0004614904,0.0003089154,0.0001803849,0.001187239,0.0001657089,0.0006595983,0.0001361704,0.0001813218,0.0004527215],"category_scores_gemma":[0.001096641,0.0001082851,0.0003610092,0.00186256,0.0001066338,0.0004063218,0.0004458767,0.0002726577,0.000104877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235413,"about_ca_system_score_gemma":0.0002786708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02690212,"about_ca_topic_score_gemma":0.04764841,"domain_scores_codex":[0.9998536,0.00001620614,0.00002231377,0.00004089592,0.0000377711,0.00002920409],"domain_scores_gemma":[0.9993272,0.00006785751,0.0003546725,0.00005667891,0.0001307257,0.00006297353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002730138,0.00001438981,0.9889306,0.0000238249,0.0001395561,0.00008308655,0.00007663172,0.00146224,0.000651474,0.00007456393,0.0005827174,0.007933551],"study_design_scores_gemma":[0.000003384701,0.000006494986,0.9959769,0.00001047156,0.00003651658,0.00003253203,0.00004107033,0.002784948,0.0001516864,0.00003386817,0.0009165301,0.000005638358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950196,0.0007002755,0.0005729005,0.00005566159,0.00002925689,0.00001026982,0.002922291,0.00002336147,0.000666244],"genre_scores_gemma":[0.9925789,0.0006367294,0.0008144965,0.00003148781,0.00004046656,0.0000217822,0.005503706,0.000009818023,0.0003626793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690212,"threshold_uncertainty_score":0.05349106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397761465007914,"score_gpt":0.2096153561691899,"score_spread":0.1956377415191108,"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."}}