{"id":"W4391214899","doi":"10.21203/rs.3.rs-3310024/v1","title":"Los Chocoyos supereruption did not trigger millennial scale cooling","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Office of Polar Programs; Agence Nationale de la Recherche; Lamont-Doherty Earth Observatory, Columbia University; Akademie der Naturwissenschaften; Institut Polaire Français Paul Emile Victor; Korea Polar Research Institute; Natural Resources Canada; Fonds Wetenschappelijk Onderzoek; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; Centre National de la Recherche Scientifique; European Science Foundation; Chinese Academy of Sciences; National Institute of Polar Research; University of St Andrews; Fonds De La Recherche Scientifique - FNRS; Leverhulme Trust; Past Global Changes; Natural Environment Research Council; Engineering and Physical Sciences Research Council; UK Research and Innovation; National Science Foundation","keywords":"Scale (ratio); Environmental science; Computer science; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000269445,0.0002272296,0.0002914829,0.0001826836,0.0005753839,0.0006483424,0.0003071287,0.0005690986,0.01973153],"category_scores_gemma":[0.001138195,0.0001798436,0.000239789,0.0002357037,0.0003973991,0.0006764495,0.001018303,0.0007585789,0.001238594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008543127,"about_ca_system_score_gemma":0.0007086638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02471461,"about_ca_topic_score_gemma":0.03428072,"domain_scores_codex":[0.9998914,0.000005126055,0.000003880187,0.0000453776,0.000009747853,0.00004442579],"domain_scores_gemma":[0.9994561,0.00009979863,0.00009260803,0.000125033,0.0001137179,0.0001128254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008178906,0.0004387527,0.4028036,0.000709769,0.0005665711,0.001421698,0.001663882,0.003902971,0.4649999,0.01944661,0.02805667,0.06781056],"study_design_scores_gemma":[0.0001561378,0.0002002424,0.9470338,0.00006236153,0.0001044331,0.0001847232,0.000780033,0.001191663,0.01424006,0.003917903,0.03210433,0.00002446126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825617,0.000225734,0.0004334436,0.0005219848,0.0001645057,0.00001372033,0.00153441,0.0001679067,0.01437665],"genre_scores_gemma":[0.9933379,0.00009601562,0.0001951806,0.0001805353,0.00002106323,0.00002389742,0.001062048,0.0001038254,0.004979615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02471461,"threshold_uncertainty_score":0.06600851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07128113256115555,"score_gpt":0.371155707702501,"score_spread":0.2998745751413455,"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."}}