{"id":"W2150592731","doi":"10.1175/2010mwr3371.1","title":"Composite Structure of Tropopause Polar Cyclones","year":2010,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Washington; National Science Foundation","keywords":"Tropopause; Potential vorticity; Vortex; Diabatic; Polar vortex; Atmospheric sciences; Climatology; Middle latitudes; Arctic; Cyclone (programming language); Troposphere; Vorticity; Geology; Baroclinity; Extratropical cyclone; Jet stream; Polar; Mesocyclone; Meteorology; Jet (fluid); Physics; Mechanics; Doppler radar; Adiabatic process; Oceanography; Astronomy","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":[0.000105716,0.00008576111,0.0001242677,0.001315004,0.0002191888,0.0005157126,0.00008873553,0.0001053407,0.002457388],"category_scores_gemma":[0.0006161174,0.00008366429,0.0001343696,0.0007081665,0.0001198696,0.0002437134,0.0002615322,0.0001376709,0.0001520815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699745,"about_ca_system_score_gemma":0.0001732465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864369,"about_ca_topic_score_gemma":0.006757652,"domain_scores_codex":[0.9999394,0.000006622972,0.000003406682,0.00001528285,0.0000165333,0.00001858578],"domain_scores_gemma":[0.9995549,0.000075198,0.0001330706,0.00002112733,0.0001365174,0.00007910326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005308489,0.00007161957,0.8854539,0.000129762,0.0001635916,0.0004091699,0.0003899532,0.02036742,0.04290796,0.006585502,0.001819582,0.04117079],"study_design_scores_gemma":[0.00001243988,0.00004966655,0.986555,0.000007593909,0.00001640658,0.00008030568,0.0001446959,0.01059563,0.0009056896,0.0006476164,0.0009779083,0.000007158939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996251,0.0001298491,0.0004705318,0.00002488132,0.00000440061,0.000007722029,0.0004687696,0.00001364836,0.002629168],"genre_scores_gemma":[0.9989408,0.00004517119,0.0002532569,0.000003483471,0.000005979638,0.000003542278,0.0003976091,0.000003247509,0.0003468623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003864369,"threshold_uncertainty_score":0.008220732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006972601393950553,"score_gpt":0.2175557212443798,"score_spread":0.2105831198504292,"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."}}