{"id":"W4392582647","doi":"10.5194/egusphere-egu24-7997","title":"Impact of Hunga Tonga Hunga Ha’apai eruption on the global stratospheric aerosol layer in comparison with other eruptions and extreme fire events of the past decade ","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerosol; Layer (electronics); Environmental science; Atmospheric sciences; Climatology; Meteorology; Geology; Physics; 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":[0.0002196306,0.00029247,0.0002114281,0.0003757977,0.0002966413,0.0006506373,0.0001435599,0.0003109023,0.0008594975],"category_scores_gemma":[0.0003587973,0.0001210462,0.0002554099,0.0005863162,0.0003334443,0.000312462,0.0005339882,0.0002887149,0.00009197801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618843,"about_ca_system_score_gemma":0.0004859651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04280884,"about_ca_topic_score_gemma":0.0424923,"domain_scores_codex":[0.9999098,0.0000098442,0.00000489687,0.00002853601,0.00001596971,0.00003098299],"domain_scores_gemma":[0.9997678,0.00004362591,0.00007818417,0.00002012621,0.00003688091,0.00005340669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001718854,0.0000937381,0.9660316,0.00007797783,0.0002857688,0.0008151796,0.0002986896,0.008419257,0.01581527,0.0001851909,0.0003839492,0.007421425],"study_design_scores_gemma":[0.000005924933,0.0000249283,0.993873,0.000003790608,0.00004900266,0.00004384029,0.0001586397,0.004302369,0.001146111,0.00001807924,0.0003686608,0.000005607656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999228,0.00005192357,0.00004152907,0.00001732071,0.000003400361,0.000002498681,0.0002580371,0.000004927512,0.0003922532],"genre_scores_gemma":[0.9991614,0.00007025727,0.00008896094,0.00001221969,0.000005378934,0.000004037313,0.0004911688,0.000004136982,0.0001625146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04280884,"threshold_uncertainty_score":0.08511931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413673908320208,"score_gpt":0.3036430159273445,"score_spread":0.2595062768441424,"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."}}