{"id":"W4210841435","doi":"10.5194/cp-2021-170-rc2","title":"Comment on cp-2021-170","year":2022,"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; University of Alberta","funders":"Akademie der Naturwissenschaften; Irish Research Council; European Commission; Chinese Academy of Sciences; Quaternary Research Association; Past Global Changes; Natural Environment Research Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Tephra; Volcano; Geology; Volcanic ash; Climatology; Ice core; Vulcanian eruption; Physical geography; Climate model; Climate change; Oceanography; Geography; Geochemistry","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":[0.002355334,0.001038595,0.001178783,0.001024798,0.002933964,0.00373618,0.003215105,0.04063051,0.06645414],"category_scores_gemma":[0.01492956,0.0005553582,0.001628733,0.00183941,0.00190639,0.002659054,0.001859387,0.02135414,0.06169598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004709778,"about_ca_system_score_gemma":0.006171887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0393196,"about_ca_topic_score_gemma":0.03435587,"domain_scores_codex":[0.998111,0.0001402005,0.0002013893,0.0002497168,0.0009049801,0.0003926904],"domain_scores_gemma":[0.9964167,0.001224215,0.0002414576,0.0002785613,0.001227802,0.0006111867],"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":[0.00003458872,0.00001641305,0.0001205925,0.00004885351,0.000003005924,0.0002655295,0.00001625339,0.00002071715,0.00006118255,0.0008144656,0.9953238,0.003274663],"study_design_scores_gemma":[0.00002411532,0.00001355455,0.0008737496,0.0001086202,0.000003964332,0.00007646004,0.00004718502,0.00004940893,0.00007441987,0.0007823093,0.9979292,0.00001688692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001057851,0.002808034,0.0006092348,0.5103495,0.3304733,0.0006966949,0.007105729,0.001199826,0.1456999],"genre_scores_gemma":[0.003091532,0.001130713,0.0003521589,0.7949247,0.06133011,0.0005564184,0.001150763,0.0001814776,0.1372822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06645414,"threshold_uncertainty_score":0.2223113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.053082419474347,"score_gpt":0.3095394709130594,"score_spread":0.2564570514387124,"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."}}