{"id":"W4410400095","doi":"10.5194/egusphere-2025-1970","title":"Indirect climate impacts of the Hunga eruption","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Université du Québec à Montréal","funders":"Lawrence Livermore National Laboratory; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Climate change; Environmental science; Earth science; Geography; Climatology; Physical geography; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002782781,0.0004147923,0.0004885389,0.0002120353,0.0003121355,0.0008028345,0.0003164942,0.0005627375,0.002959972],"category_scores_gemma":[0.0008396199,0.0001832467,0.0006404171,0.0002836699,0.0003385927,0.0005227308,0.0006896352,0.0004726719,0.000149105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018153,"about_ca_system_score_gemma":0.0005312549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118801,"about_ca_topic_score_gemma":0.008575381,"domain_scores_codex":[0.9998896,0.00003293212,0.000006044539,0.00002733697,0.00001304001,0.00003107721],"domain_scores_gemma":[0.9997686,0.0001052339,0.00003239835,0.00002022792,0.00003282811,0.00004074389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006627173,0.0002631576,0.3304532,0.0003071974,0.001178145,0.001413184,0.0001577443,0.6327208,0.01343771,0.003764831,0.003056292,0.0125851],"study_design_scores_gemma":[0.00033148,0.0002642562,0.3137184,0.00003136751,0.0004291181,0.0001541885,0.0002060808,0.6757425,0.003653679,0.002029158,0.003387743,0.00005202247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952154,0.0002182749,0.0005467763,0.0002194083,0.00004027796,0.000007930852,0.00075131,0.0000541996,0.002946361],"genre_scores_gemma":[0.9991497,0.00007350738,0.0001308322,0.00002075035,0.000009730464,0.000004276371,0.0003294203,0.000008230666,0.0002736454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118801,"threshold_uncertainty_score":0.02362192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745798991264367,"score_gpt":0.2486519901444346,"score_spread":0.2211940002317909,"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."}}