{"id":"W4200157394","doi":"10.1145/3478513.3480532","title":"Weatherscapes","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Graupel; Environmental science; Meteorology; Snow; Precipitation; Atmosphere (unit); Numerical weather prediction; Ice crystals; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002051778,0.0005569108,0.0003106235,0.0006727685,0.0004262076,0.001369193,0.0007525689,0.0006234822,0.1081706],"category_scores_gemma":[0.0006043784,0.0002624825,0.0005960203,0.001264626,0.0001641326,0.001159713,0.001004982,0.0007697252,0.02403662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000561265,"about_ca_system_score_gemma":0.0004942578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276559,"about_ca_topic_score_gemma":0.0199319,"domain_scores_codex":[0.9998139,0.00003146071,0.00001301728,0.00005584099,0.00005799001,0.00002782298],"domain_scores_gemma":[0.99976,0.00003867747,0.00001776121,0.00007065774,0.00004725567,0.00006556884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001125288,0.0001384028,0.0121041,0.00128249,0.0001681802,0.001272528,0.0006741055,0.05765231,0.01108314,0.03805649,0.6752216,0.2012213],"study_design_scores_gemma":[0.0001148165,0.00004409562,0.007917155,0.00009596409,0.00002619495,0.0002390129,0.0001819202,0.02729609,0.002725355,0.00462862,0.9566631,0.00006768118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.054148,0.003563803,0.06093702,0.001601103,0.001990166,0.0005295314,0.3684264,0.05061653,0.4581874],"genre_scores_gemma":[0.4243993,0.004072058,0.06301009,0.0006701146,0.0004702864,0.0005053906,0.3129964,0.01032347,0.1835529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1081706,"threshold_uncertainty_score":0.3618668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308663473215299,"score_gpt":0.2360291119100961,"score_spread":0.2029424771779431,"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."}}