{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00286853,0.0001184542,0.0003350865,0.000757014,0.005762751,0.00347655,0.0009269362,0.0006671698,0.006719084],"category_scores_gemma":[0.01462711,0.0001658668,0.0002510826,0.001766017,0.001600477,0.0009595539,0.001873081,0.001054304,0.0004448139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01935475,"about_ca_system_score_gemma":0.02900593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392053,"about_ca_topic_score_gemma":0.9541188,"domain_scores_codex":[0.9970252,0.0006322593,0.0001912185,0.0001782288,0.001285298,0.0006877721],"domain_scores_gemma":[0.9755048,0.005433166,0.002312071,0.0004992007,0.008950121,0.007300627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981005,0.0003208066,0.6733662,0.0002391556,0.00004567491,0.001723134,0.2482807,0.0003393245,0.001285545,0.0009235956,0.02234352,0.05073432],"study_design_scores_gemma":[0.00002138603,0.0002020346,0.5121434,0.000171508,0.00002409797,0.0002648378,0.4469078,0.001015578,0.0004684757,0.0001460722,0.03855713,0.0000776018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797705,0.0001867569,0.0001133572,0.004072315,0.00003468716,0.00004666368,0.0006030147,0.00003096214,0.01514181],"genre_scores_gemma":[0.9947672,0.0002311079,0.0002192234,0.0007890826,0.000009881327,0.00002257466,0.0002748833,0.00001236717,0.003673644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06079471,"threshold_uncertainty_score":0.1404292,"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."}}