{"id":"W4323270121","doi":"10.5194/egusphere-2023-106-cc1","title":"Comment on egusphere-2023-106","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woods Hole Oceanographic Institution","keywords":"Halocline; Mixed layer; Climatology; Arctic; Geology; The arctic; Sea ice; Annual cycle; Structural basin; Canada Basin; Environmental science; Oceanography; Atmospheric sciences; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002293218,0.0008482593,0.000877702,0.001866885,0.00257825,0.003801522,0.002165112,0.01381574,0.3375939],"category_scores_gemma":[0.01605444,0.0004349608,0.001122464,0.001718825,0.001219897,0.002724199,0.002106505,0.007041293,0.2472196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501394,"about_ca_system_score_gemma":0.00314578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02710846,"about_ca_topic_score_gemma":0.03300719,"domain_scores_codex":[0.9980768,0.0001316346,0.000161775,0.0001926474,0.001122252,0.0003148878],"domain_scores_gemma":[0.9915801,0.001601288,0.0003250881,0.0006725144,0.004634737,0.001186315],"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":[0.00001597559,0.000006380732,0.00004814388,0.0000298191,9.023697e-7,0.00003813863,0.000005551109,0.000005795473,0.00004370305,0.0003139283,0.9967762,0.002715458],"study_design_scores_gemma":[0.00001411076,0.00000680233,0.0004582048,0.00005888798,0.000001231228,0.00001306859,0.00002325839,0.00002165616,0.00006955914,0.0002226756,0.9991035,0.000007047931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006372632,0.001135178,0.0007515996,0.2870246,0.4425248,0.0007048646,0.0112407,0.003912111,0.2520689],"genre_scores_gemma":[0.003674354,0.001039497,0.0006761991,0.2457262,0.06543427,0.0004985245,0.004160122,0.00152995,0.6772609],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3375939,"threshold_uncertainty_score":0.944842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006244600945232,"score_gpt":0.264161916707161,"score_spread":0.2340994706977087,"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."}}