{"id":"W4247609145","doi":"10.5194/nhessd-1-5935-2013","title":"Support to Aviation Control Service (SACS): an online service for near real-time satellite monitoring of volcanic plumes","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Jet Propulsion Laboratory; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Deutsches Zentrum für Luft- und Raumfahrt; Fonds De La Recherche Scientifique - FNRS; Centre National d’Etudes Spatiales; European Organization for the Exploitation of Meteorological Satellites; Government of Canada; Fédération Wallonie-Bruxelles; European Space Agency; National Aeronautics and Space Administration","keywords":"Volcano; Satellite; Volcanic ash; Environmental science; Plume; Meteorology; Atmosphere (unit); Remote sensing; Limiting; Warning system; Volcanic Gases; Service (business); Real-time computing; Geology; Computer science; Aerospace engineering; Engineering; Geography; Seismology","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":[0.0008393012,0.001360412,0.0008318448,0.001401885,0.0004757255,0.001429145,0.0008901602,0.001110565,0.06743975],"category_scores_gemma":[0.002998881,0.0002343878,0.0003680536,0.0008216478,0.0002936247,0.0008413578,0.001406062,0.0007482408,0.0337123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889231,"about_ca_system_score_gemma":0.0007968696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007467694,"about_ca_topic_score_gemma":0.003112705,"domain_scores_codex":[0.9993836,0.00007596349,0.00003415623,0.0001119649,0.0002927058,0.0001015939],"domain_scores_gemma":[0.9974323,0.0003625964,0.0001873942,0.0007280488,0.0008386154,0.0004511066],"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":[0.001424569,0.000292791,0.01223367,0.0002978491,0.0001345915,0.0005004696,0.0002593735,0.001679818,0.03786131,0.001849552,0.7582152,0.1852507],"study_design_scores_gemma":[0.001167062,0.0004022975,0.05655214,0.0001625445,0.0001039419,0.0008787818,0.0003659481,0.1672988,0.04857273,0.004894279,0.7193382,0.0002633486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.1033546,0.00103053,0.07244512,0.002761023,0.0017348,0.000891488,0.1093592,0.6062027,0.1022206],"genre_scores_gemma":[0.6825495,0.00060003,0.04228101,0.001509596,0.001834168,0.0004894487,0.1718502,0.02279375,0.07609227],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.06743975,"threshold_uncertainty_score":0.2256085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756798877753941,"score_gpt":0.2562310773360416,"score_spread":0.2286630885585022,"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."}}