{"id":"W6946207456","doi":"10.34657/5272","title":"The unprecedented 2017–2018 stratospheric smoke event: decay phase and aerosol properties observed with the EARLINET","year":2019,"lang":"en","type":"article","venue":"TIB Repositorium","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerosol; Stratosphere; Troposphere; Smoke; Lidar; Northern Hemisphere; Anticyclone; Southern Hemisphere; Extinction (optical mineralogy)","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":[0.0002413681,0.0002929505,0.0002924069,0.0007660164,0.0003996868,0.00041771,0.0002468376,0.0003699012,0.0005827506],"category_scores_gemma":[0.00029655,0.0001085008,0.000170241,0.0004377542,0.0002290398,0.0003968316,0.0006415867,0.0003803174,0.0002226939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935998,"about_ca_system_score_gemma":0.0002215818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00603787,"about_ca_topic_score_gemma":0.01314337,"domain_scores_codex":[0.9998784,0.000005190271,0.000007854915,0.00002454769,0.00005086667,0.00003312819],"domain_scores_gemma":[0.9996837,0.00002455708,0.00008589077,0.00002560988,0.0001015728,0.00007870739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007593924,0.0001824848,0.930079,0.00008426941,0.00011198,0.001701819,0.0008533065,0.0006463407,0.03583137,0.0001683667,0.002670205,0.02691147],"study_design_scores_gemma":[0.000008783095,0.0001093585,0.991892,0.00001112423,0.00002263073,0.0003099758,0.0002232525,0.0008757903,0.003476141,0.00002914397,0.003032962,0.00000893781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979362,0.00008609066,0.0001460287,0.00004508409,0.00002089901,0.0000109919,0.0009858833,0.00004450584,0.0007241943],"genre_scores_gemma":[0.9957049,0.00009597906,0.0002895844,0.00002893331,0.00006311941,0.00001289915,0.003339977,0.00001740173,0.0004471411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00603787,"threshold_uncertainty_score":0.01200545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564702661975002,"score_gpt":0.2206802433528082,"score_spread":0.2050332167330582,"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."}}