{"id":"W4316363504","doi":"10.5194/egusphere-2022-1281-rc1","title":"Comment on egusphere-2022-1281","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 Toronto","funders":"Japan Agency for Marine-Earth Science and Technology; Natural Environment Research Council; National Natural Science Foundation of China; Japan Society for the Promotion of Science; National Aeronautics and Space Administration; Ministry of Education, Culture, Sports, Science and Technology; European Commission; Goddard Space Flight Center; Netherlands Earth System Science Centre","keywords":"Subaerial; Climatology; Sea level; Climate model; Proxy (statistics); Environmental science; Throughflow; Sea surface temperature; Geology; Climate change; 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":[0.002582865,0.0011403,0.001052793,0.001080335,0.001921285,0.003795373,0.00240581,0.02292867,0.1445732],"category_scores_gemma":[0.009232166,0.0004286812,0.001619955,0.001537309,0.001344499,0.002880695,0.002066011,0.01174649,0.1122498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380122,"about_ca_system_score_gemma":0.003646018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02175723,"about_ca_topic_score_gemma":0.02546609,"domain_scores_codex":[0.9985109,0.0001104563,0.0001326836,0.0001835287,0.000765929,0.0002963846],"domain_scores_gemma":[0.9967956,0.000727453,0.0001930585,0.0003232884,0.001344519,0.0006160685],"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":[0.00004536751,0.00001769289,0.0001285031,0.00005390583,0.000003233342,0.00009352207,0.000008910632,0.00002215162,0.0001082698,0.0006675136,0.9951121,0.003738871],"study_design_scores_gemma":[0.00003079209,0.00001304487,0.0009032959,0.00007275074,0.000003526536,0.00002271909,0.00002705696,0.00004239432,0.0001074575,0.0006440139,0.9981198,0.00001308039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001063567,0.002605132,0.0009691748,0.3863652,0.4166504,0.0007095275,0.0182991,0.002642834,0.170695],"genre_scores_gemma":[0.004384777,0.001256617,0.0007765431,0.6653992,0.06885751,0.0006199712,0.005507114,0.0006761464,0.2525221],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1445732,"threshold_uncertainty_score":0.4836456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234221862904658,"score_gpt":0.3188564941150967,"score_spread":0.2565142754860501,"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."}}