{"id":"W7067718026","doi":"","title":"Monitoring volcanic SO2 emissions using GOME-2/Metop-A & -B","year":2015,"lang":"en","type":"other","venue":"elib (German Aerospace Center)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Centre for Earth Observation; Japan Aerospace Exploration Agency; Horizon 2020 Framework Programme; Chalmers Tekniska Högskola; University of Galway; University of Toronto; National Aeronautics and Space Administration","keywords":"Volcano; Trace gas; Satellite; Sulfur dioxide; Volcanic Gases; Atmospheric composition; Population; Hazardous waste; Atmospheric chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002591939,0.0006036143,0.0006629727,0.0002716913,0.0002337186,0.0002903158,0.0005909503,0.0004040564,0.007975595],"category_scores_gemma":[0.00009473796,0.0005673771,0.0002182616,0.0002735013,0.000123682,0.0002074434,0.0003479033,0.0004952264,0.003101717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594224,"about_ca_system_score_gemma":0.0002006469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008820547,"about_ca_topic_score_gemma":0.0009671835,"domain_scores_codex":[0.9972214,0.0001279885,0.0004734743,0.0007780895,0.0006011613,0.0007978785],"domain_scores_gemma":[0.9978607,0.0000382499,0.0004604091,0.00100419,0.0001392431,0.0004972227],"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":[0.00001111423,0.0001238723,0.0004641944,0.00005785921,0.00003495123,0.00001888988,0.0003899474,0.00001706221,0.1458674,0.00001563779,0.8529154,0.00008366824],"study_design_scores_gemma":[0.0004430273,0.0000238661,0.00005980918,0.001142367,0.00006539326,0.00005205255,0.0001083573,0.00005058702,0.003716745,0.00001996859,0.9936978,0.0006199986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3687656,0.006873765,0.0005662859,0.0009174896,0.03811916,0.00140072,0.001719302,0.002495369,0.5791423],"genre_scores_gemma":[0.01194177,0.0003611906,0.002076049,0.00009454707,0.003215476,0.00003010466,0.0001413954,0.0007408751,0.9813986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4022563,"threshold_uncertainty_score":0.9996778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894163880689409,"score_gpt":0.3524057341820308,"score_spread":0.2934640953751367,"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."}}