{"id":"W4309918236","doi":"10.5194/essd-2022-213-ac1","title":"Reply on RC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eurostars; Australian Research Council; Pacific Northwest National Laboratory; Canadian Space Agency; National Oceanic and Atmospheric Administration; Jet Propulsion Laboratory; Université de La Réunion; European Commission; California Institute of Technology; Environment and Climate Change Canada; Nuclear Safety and Security Commission; Korea Meteorological Administration; Environmental Restoration and Conservation Agency; National Aeronautics and Space Administration; Universität Bremen; Battelle; Natural Sciences and Engineering Research Council of Canada; European Centre for Medium-Range Weather Forecasts; Grand Équipement National De Calcul Intensif","keywords":"Scalable Vector Graphics; Span (engineering); Environmental science; Carbon fibers; Carbon cycle; Fossil fuel; Atmospheric sciences; Meteorology; Mathematics; Chemistry; Computer science; Geology; Engineering; Geography; Algorithm; Ecosystem; Biology; Composite number; Ecology; Organic chemistry; Structural engineering; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004416495,0.001124154,0.001288341,0.001340429,0.004251439,0.007156508,0.004025077,0.03257604,0.1666286],"category_scores_gemma":[0.04073287,0.0007040667,0.001828277,0.001289383,0.002902992,0.005137842,0.003594996,0.02674902,0.1388365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005246623,"about_ca_system_score_gemma":0.006806526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009388275,"about_ca_topic_score_gemma":0.009903023,"domain_scores_codex":[0.9953098,0.0007882694,0.0004568122,0.0009690028,0.001617158,0.0008589246],"domain_scores_gemma":[0.9901544,0.002788382,0.0003268511,0.0008647619,0.004396054,0.001469653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008776573,0.000003852895,0.00002802791,0.00001764399,0.000001810648,0.00004100961,0.00001619775,0.000004513986,0.00002221853,0.000691677,0.9969972,0.002167042],"study_design_scores_gemma":[0.000008125534,0.000005592763,0.0001267744,0.00005103921,0.000002567782,0.00004025284,0.0000629889,0.00001257172,0.0000540021,0.0006252945,0.999002,0.000008672937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002080798,0.001835235,0.0002457372,0.7754568,0.181214,0.0001035424,0.000712079,0.0003639419,0.03986064],"genre_scores_gemma":[0.002020107,0.001012067,0.0002526731,0.8147631,0.04390189,0.0001999633,0.000288631,0.0002735682,0.1372879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1666286,"threshold_uncertainty_score":0.5574281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304788931417362,"score_gpt":0.2393639384056802,"score_spread":0.2263160490915066,"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."}}