{"id":"W2786112522","doi":"","title":"Evaluation of Numerical Weather Prediction Models Using Continuous Meteorological Observations at the Iqaluit Supersite, Nunavut, Canada","year":2018,"lang":"en","type":"article","venue":"98th American Meteorological Society Annual Meeting","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Meteorology; Numerical weather prediction; Climatology; National weather service; Atmospheric sciences; Geography; Geology","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":[0.001974547,0.00131424,0.0006535816,0.0005767772,0.001663854,0.001611214,0.002170001,0.0009131221,0.001827719],"category_scores_gemma":[0.004671284,0.0006720924,0.0005660439,0.0007947137,0.000800865,0.0009078395,0.0007133424,0.0009198007,0.0004404666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060288,"about_ca_system_score_gemma":0.01053569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362438,"about_ca_topic_score_gemma":0.8931398,"domain_scores_codex":[0.9992036,0.0001661298,0.00005824024,0.0002210503,0.0002320494,0.0001189351],"domain_scores_gemma":[0.9962029,0.001232735,0.0001239312,0.000183139,0.00195205,0.0003052261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004257329,0.0005355947,0.03584195,0.00006491407,0.00009399078,0.00007860867,0.0001330424,0.9422919,0.001852803,0.0005205822,0.00215887,0.01600206],"study_design_scores_gemma":[0.00009110237,0.0000596305,0.006401801,0.000006529319,0.00001807623,0.000003593745,0.00007703884,0.9920015,0.0009879317,0.0000525481,0.0002837621,0.00001641037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854254,0.0001382363,0.004600361,0.0003444185,0.00007671917,0.0001234551,0.002226113,0.0009841955,0.00608106],"genre_scores_gemma":[0.9897086,0.0000719337,0.006020903,0.00003966242,0.00001109715,0.00006292253,0.002426727,0.00004841187,0.001609601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06375617,"threshold_uncertainty_score":0.1282632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014531996152983,"score_gpt":0.2678011557832566,"score_spread":0.1876558358217268,"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."}}