{"id":"W4213319344","doi":"10.5194/essd-2021-422-rc2","title":"Comment on essd-2021-422","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Akademie der Naturwissenschaften; Chinese Academy of Sciences; European Science Foundation; European Commission; Past Global Changes; Dartmouth College; South Dakota State University; Desert Research Institute; National Science Foundation","keywords":"Ice core; Volcano; Northern Hemisphere; Geology; Stratosphere; Climatology; Sulfate aerosol; Holocene; Latitude; Southern Hemisphere; Physical geography; Atmospheric sciences; Oceanography; Paleontology; Geography","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":[0.001926086,0.0007061727,0.0009163507,0.0009206157,0.001624235,0.004118757,0.001988547,0.01787701,0.1811093],"category_scores_gemma":[0.00814752,0.0003690886,0.00151667,0.001129422,0.0009981799,0.001951084,0.001934708,0.007796905,0.1338358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641506,"about_ca_system_score_gemma":0.003598761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734617,"about_ca_topic_score_gemma":0.02451056,"domain_scores_codex":[0.9984876,0.0000976193,0.0001609278,0.0001675498,0.000741507,0.0003447442],"domain_scores_gemma":[0.9973754,0.0006129924,0.0001138523,0.000224326,0.001136635,0.0005368035],"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":[0.00003613366,0.00001591748,0.0001738874,0.00006764468,0.00000250043,0.0001295424,0.000008942839,0.00002380415,0.00007707632,0.0008131979,0.9935126,0.005138777],"study_design_scores_gemma":[0.00002138559,0.000009889008,0.0007859544,0.00009738428,0.000002304181,0.00003781644,0.00002612485,0.00003042368,0.0000778172,0.0005842882,0.9983176,0.000008954318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001270075,0.003357899,0.0007759932,0.2589294,0.324706,0.0006035857,0.0291627,0.001745568,0.3794487],"genre_scores_gemma":[0.004886636,0.001346708,0.000459665,0.4091666,0.04103403,0.0005230788,0.007479376,0.0003276011,0.5347763],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1811093,"threshold_uncertainty_score":0.605871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381234073910224,"score_gpt":0.3278905027450209,"score_spread":0.2897670953539985,"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."}}