{"id":"W4392589597","doi":"10.5194/egusphere-egu24-5216","title":"Understudied BVOC emissions in Europe and their potential atmospheric impacts","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isoprene; Ozone; Environmental chemistry; Boreal; Environmental science; Sesquiterpene; Volatile organic compound; Taiga; Monoterpene; Atmospheric chemistry; Aerosol; Chemistry; Atmospheric sciences; Ecology; Geography; Forestry; Organic chemistry","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":[0.0004784926,0.0004545407,0.0003598344,0.001095296,0.0002479325,0.001405445,0.0002325684,0.000365447,0.001941632],"category_scores_gemma":[0.0004082538,0.0001043887,0.0004581546,0.00195743,0.0002047295,0.0008734975,0.000572286,0.0002842804,0.0004004108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482308,"about_ca_system_score_gemma":0.0003077566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005943796,"about_ca_topic_score_gemma":0.005738895,"domain_scores_codex":[0.9997193,0.0000299487,0.00002500805,0.0001015524,0.00006372109,0.00006037084],"domain_scores_gemma":[0.9997287,0.00005170729,0.000101894,0.00002137381,0.0000687374,0.00002745232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003276394,0.00008730789,0.6848872,0.00429538,0.001461546,0.001372135,0.001082613,0.003787377,0.03387355,0.005110689,0.004962468,0.2587521],"study_design_scores_gemma":[0.000007034331,0.00006796747,0.9033076,0.0005854167,0.0003725865,0.0007526277,0.001199085,0.0009653214,0.003959415,0.00224215,0.08650955,0.00003124493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8363067,0.128619,0.004693696,0.001079176,0.0001839581,0.00002207584,0.01044712,0.0001205384,0.01852766],"genre_scores_gemma":[0.956289,0.0358869,0.001389341,0.0003109055,0.0001615567,0.00001140624,0.004678818,0.00004530156,0.001226867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005943796,"threshold_uncertainty_score":0.01181841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506766549364344,"score_gpt":0.2202054773278788,"score_spread":0.2051378118342354,"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."}}