{"id":"W4389741597","doi":"10.5194/cp-2023-83-rc1","title":"Review of cp-2023-83","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":"Netherlands Earth System Science Centre; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Antarctic ice sheet; Abyssal zone; Oceanography; Climatology; Geology; Effects of global warming on oceans; Precipitation; Sea ice; Sea surface temperature; Stratification (seeds); Ocean current; Ocean heat content; Global warming; Ice sheet; Physical oceanography; Climate change; Cryosphere; Geography; Meteorology","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":[0.001611297,0.0009033839,0.00127435,0.004056915,0.0007432009,0.003910748,0.002265908,0.002874621,0.2849817],"category_scores_gemma":[0.006758574,0.0005104211,0.0008699057,0.005264135,0.0006153079,0.003580132,0.002081375,0.002210634,0.2012747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388059,"about_ca_system_score_gemma":0.005747093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004893835,"about_ca_topic_score_gemma":0.004694565,"domain_scores_codex":[0.9992279,0.0001155632,0.0001069906,0.0001445253,0.0003117372,0.00009338009],"domain_scores_gemma":[0.9959733,0.0006136273,0.0003154143,0.0002590018,0.002206935,0.0006316699],"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":[0.00004448353,0.00001836371,0.00004980679,0.002444665,0.00001755267,0.00004653066,0.00001074176,0.00004838538,0.000133129,0.001611857,0.7791276,0.2164469],"study_design_scores_gemma":[0.000003577709,0.000004468031,0.0001164897,0.000793081,0.000005853673,0.00003949585,0.000003747444,0.000006235007,0.00002039313,0.0002029974,0.9988018,0.000002004019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003550923,0.6035296,0.002233639,0.04176529,0.09434564,0.000350659,0.009268944,0.0007128752,0.2474382],"genre_scores_gemma":[0.003349323,0.636943,0.001680348,0.03331567,0.04525494,0.0004076184,0.01194926,0.0004832414,0.2666167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2849817,"threshold_uncertainty_score":0.9533588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07373466862243772,"score_gpt":0.3392706609843926,"score_spread":0.2655359923619549,"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."}}