{"id":"W7106130374","doi":"10.5194/amt-18-6835-2025","title":"Assessment of ACE-MAESTRO v3.13 multi-wavelength stratospheric aerosol extinction measurements","year":2025,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Environment and Climate Change Canada; York University; University of Saskatchewan","funders":"Canadian Space Agency","keywords":"Aerosol; Stratosphere; Troposphere; Occultation; Extinction (optical mineralogy); Volcano; Satellite; Vulcanian eruption","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00284809,0.000503137,0.0003505151,0.0009229726,0.0003189642,0.0008343852,0.0008188593,0.0004986086,0.000493919],"category_scores_gemma":[0.004455039,0.0002473757,0.0004339253,0.000963222,0.0001659005,0.0009224219,0.0005491211,0.0003285345,0.0002471132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668018,"about_ca_system_score_gemma":0.0003802364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730097,"about_ca_topic_score_gemma":0.02120907,"domain_scores_codex":[0.9988949,0.0002284235,0.00009197739,0.0002777379,0.0004100427,0.00009707654],"domain_scores_gemma":[0.9968295,0.000572442,0.0005793219,0.0007441294,0.001142695,0.0001319763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003773221,0.0002369923,0.8782753,0.0001236495,0.0005151651,0.0001932284,0.000255853,0.02992496,0.02207657,0.0004172212,0.002911237,0.06469251],"study_design_scores_gemma":[0.00005019671,0.0001084144,0.8867385,0.00003706698,0.0001121216,0.000122093,0.0001861111,0.08896907,0.01815831,0.0001714647,0.005306361,0.00004021964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983836,0.0004776187,0.00750792,0.0001175423,0.00005192724,0.0000419175,0.003833645,0.0006215632,0.003511801],"genre_scores_gemma":[0.9845566,0.00008535997,0.009373949,0.00006587048,0.00002184895,0.00003061857,0.005381722,0.00008568588,0.0003985108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730097,"threshold_uncertainty_score":0.03440052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238860271577755,"score_gpt":0.2785110472527589,"score_spread":0.2361224445369813,"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."}}