{"id":"W4385740025","doi":"10.5194/essd-2023-103-cc1","title":"Comment on essd-2023-103","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Akademie der Naturwissenschaften; Chinese Academy of Sciences; Deutsches Klimarechenzentrum; Past Global Changes","keywords":"Tephra; Ice core; Geology; Volcano; Volcanism; Holocene; Climatology; Explosive eruption; Volcanic ash; Climate model; Vulcanian eruption; Climate change; Atmospheric sciences; Physical geography; Earth science; Magma; Paleontology; Geography; 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":[0.001737736,0.0008100191,0.001008107,0.000913915,0.002223723,0.003710853,0.002423039,0.02083622,0.292466],"category_scores_gemma":[0.008203282,0.0004699986,0.001457187,0.001191715,0.001226206,0.001860106,0.00173268,0.009603921,0.2537479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002887024,"about_ca_system_score_gemma":0.002604831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219442,"about_ca_topic_score_gemma":0.03200077,"domain_scores_codex":[0.9987005,0.00008744778,0.0001394552,0.0001596767,0.0006255835,0.0002873486],"domain_scores_gemma":[0.9973392,0.0006350649,0.0001018009,0.0002367511,0.001188164,0.0004989625],"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":[0.00003125103,0.00001434915,0.00008440385,0.00004140709,0.000001725078,0.00009287222,0.000007754797,0.00001241063,0.00007068522,0.0005758723,0.9950206,0.004046625],"study_design_scores_gemma":[0.00002441955,0.00001198098,0.0005957189,0.00008315036,0.000002031498,0.00002233369,0.0000253367,0.00002595823,0.00007375499,0.0004590479,0.9986678,0.00000841676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000936928,0.001918203,0.0007098819,0.2547148,0.2931758,0.0007626293,0.01601022,0.002667797,0.4291037],"genre_scores_gemma":[0.00278812,0.0006958969,0.0003495243,0.3140326,0.02909965,0.0004077428,0.002814816,0.0004489851,0.6493626],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.292466,"threshold_uncertainty_score":0.9783962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07326238149045967,"score_gpt":0.3277952848366561,"score_spread":0.2545329033461964,"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."}}