{"id":"W4289943346","doi":"10.1029/2022gl098776","title":"Seasonality of Continental Extratropical‐Cyclone Wind Speeds Over Northeastern North America","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Extratropical cyclone; Climatology; Seasonality; Cyclone (programming language); Wind speed; Maximum sustained wind; Storm; Environmental science; Tropical cyclone; Geology; Atmospheric sciences; Meteorology; Wind profile power law; Oceanography; Geography; Wind gradient; Mathematics; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003046262,0.0002294626,0.0004374286,0.00008574955,0.0006124031,0.00008241025,0.0009353594,0.00004421507,0.008306566],"category_scores_gemma":[0.0001349458,0.0001918972,0.000272232,0.001296991,0.001099573,0.0001978753,0.0003236184,0.00150431,0.0004965513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000380098,"about_ca_system_score_gemma":0.0001140752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0230612,"about_ca_topic_score_gemma":0.002364069,"domain_scores_codex":[0.9935651,0.0009827155,0.000423232,0.0006429176,0.003115759,0.001270319],"domain_scores_gemma":[0.9979991,0.0007422956,0.00008254527,0.0004806834,0.0001156112,0.0005797226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006827901,0.0002919831,0.9635208,0.00003786667,0.00005475437,0.0001570111,0.0001116835,0.0006803251,0.00403554,0.0001474939,0.001837089,0.02844266],"study_design_scores_gemma":[0.0005555367,0.0007083929,0.9705717,0.00000549158,0.000008008643,0.000006237922,0.0001329852,0.001677631,0.00005355988,0.0003278665,0.02574315,0.0002094467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936419,0.0001418201,0.00005937633,0.004431111,0.000150216,0.0003644116,0.0004771416,0.00003661852,0.000697449],"genre_scores_gemma":[0.9982288,0.00001760823,0.0001233195,0.000685843,0.0004465275,0.000009880436,0.0002700203,0.00001110189,0.0002069022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02823322,"threshold_uncertainty_score":0.9926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296995535280704,"score_gpt":0.279850542469714,"score_spread":0.2501509889416436,"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."}}