{"id":"W2048978228","doi":"10.1007/s00703-001-0584-9","title":"RAMS 2001: Current status and future directions","year":2002,"lang":"en","type":"article","venue":"Meteorology and Atmospheric Physics","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":960,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Mesoscale meteorology; Meteorology; Environmental science; Storm; Tropical cyclone; Airflow; Biosphere; Climatology; Climate model; Precipitation; Numerical weather prediction; Snow; Current (fluid); Atmospheric model; Scale (ratio); Climate change; Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02141185,0.001199957,0.001369806,0.001517102,0.0008438179,0.006091944,0.008242277,0.002904949,0.0462306],"category_scores_gemma":[0.02333664,0.0006957631,0.0009351706,0.002751253,0.001508798,0.01003042,0.002642348,0.002928635,0.01841603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533018,"about_ca_system_score_gemma":0.004793047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007096378,"about_ca_topic_score_gemma":0.006395295,"domain_scores_codex":[0.9974376,0.001080608,0.0001253901,0.0003925275,0.0006774706,0.0002862317],"domain_scores_gemma":[0.9836789,0.005816061,0.000721103,0.001656194,0.004983373,0.003144446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001298755,0.0004033947,0.005378156,0.001825967,0.00009437183,0.00008501646,0.0002245083,0.006987413,0.001255983,0.04100882,0.3050081,0.6364295],"study_design_scores_gemma":[0.0004283928,0.0003873792,0.004604001,0.001760483,0.0001444382,0.0001959119,0.0005505757,0.02837496,0.001169882,0.01738084,0.9448888,0.0001142453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04926322,0.2112456,0.1430779,0.256252,0.02446154,0.0007182854,0.0120868,0.06044519,0.2424494],"genre_scores_gemma":[0.1691591,0.1569079,0.4833315,0.04510089,0.008368811,0.0009508941,0.04210886,0.008850165,0.08522187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9537694,"threshold_uncertainty_score":0.1546567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389564331948197,"score_gpt":0.2256900581539995,"score_spread":0.2017944148345175,"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."}}