{"id":"W4282840247","doi":"10.1002/met.2078","title":"End‐user satisfaction with Hurricane Dorian information in Atlantic Canada","year":2022,"lang":"en","type":"article","venue":"Meteorological Applications","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute; National Science Foundation","keywords":"Storm; Context (archaeology); Storm track; Winter storm; Climate change; Meteorology; Environmental science; History; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002728282,0.0001227282,0.00017417,0.00009630137,0.0004596128,0.00003149675,0.0002107636,0.00003883802,0.01245551],"category_scores_gemma":[0.0000286291,0.00008924508,0.00002539108,0.0007145336,0.00005862778,0.0001898498,0.00002546712,0.000292367,0.00009193735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005394131,"about_ca_system_score_gemma":0.0001310844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4537951,"about_ca_topic_score_gemma":0.6536595,"domain_scores_codex":[0.9986367,0.0001575491,0.0003088251,0.0002251275,0.0003824789,0.0002893117],"domain_scores_gemma":[0.9992574,0.0002833463,0.000107311,0.0002039066,0.00002975942,0.0001182024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000066,0.00002745756,0.838064,0.000003865907,0.000009046154,0.000004752909,0.00003376015,0.1421326,0.00001026052,0.004750533,0.0002988191,0.01459891],"study_design_scores_gemma":[0.000293177,0.0001895126,0.8833848,5.112685e-7,0.00001007976,0.00001038915,0.0001344992,0.004656057,0.000001122795,0.00249556,0.1086821,0.0001421955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840764,0.00005000604,0.003200272,0.001306097,0.0000788188,0.0007669901,0.0001918743,0.00007255182,0.01025695],"genre_scores_gemma":[0.9968791,0.000005331015,0.001084662,0.001159834,0.00003153248,0.0001932599,0.0005810835,0.000001936875,0.00006323233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998644,"threshold_uncertainty_score":0.9884472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008972515051726542,"score_gpt":0.1876445423646044,"score_spread":0.1786720273128779,"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."}}