{"id":"W6887420760","doi":"10.1594/pangaea.960975","title":"Volcanic stratospheric sulfur injection between 1733 and 1895 CE based on the eVolv2k-plus-D4i ice-core eruption catalogue","year":2023,"lang":"en","type":"dataset","venue":"Bern Open Repository and Information System (University of Bern)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"European Research Council","keywords":"Volcano; Volcanism; Extratropical cyclone; Northern Hemisphere; Vulcanian eruption; Volcanology; Explosive eruption; Volcanic Gases","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001439995,0.0005025971,0.0007953383,0.0004281151,0.001412283,0.0005624308,0.001099631,0.000590372,0.00003251874],"category_scores_gemma":[0.00003897814,0.0005019813,0.0001484699,0.000808349,0.0002654443,0.004475263,0.0006506333,0.0005807603,0.001455787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187547,"about_ca_system_score_gemma":0.0004491384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246148,"about_ca_topic_score_gemma":0.001489863,"domain_scores_codex":[0.9970764,0.0004452594,0.0007616523,0.0004984531,0.0008849927,0.000333233],"domain_scores_gemma":[0.9960123,0.0002844472,0.002062092,0.001020493,0.0004167705,0.0002039028],"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":[0.0006438856,0.00003673148,0.001308164,0.002152256,0.0003129225,0.00002716423,0.001380535,0.0005211274,0.00003850889,0.0001870017,0.9931444,0.0002472973],"study_design_scores_gemma":[0.009141891,0.00202023,0.1405639,0.007093403,0.002827866,0.0004668847,0.07924624,0.02384507,0.000136592,0.00001839466,0.7314531,0.003186394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07918785,0.00003400316,0.0001845667,0.00007010184,0.0005807547,0.00255415,0.9142879,0.0002110869,0.002889626],"genre_scores_gemma":[0.1776999,0.00003307219,0.00004480006,0.00004947597,0.0001410243,0.00001319504,0.8210635,0.00004690634,0.0009081241],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2616913,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692664519798933,"score_gpt":0.2211506513374008,"score_spread":0.1942240061394115,"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."}}