{"id":"W4376870828","doi":"10.5194/tc-2022-240-ac1","title":"Reply on RC1","year":2023,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Montana State University; National Aeronautics and Space Administration","keywords":"Meltwater; Glacier; Biogeochemistry; Biogeochemical cycle; Oceanography; Geology; Hydrology (agriculture); Ecology; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002432147,0.0009593341,0.001173471,0.001153755,0.002841939,0.00432178,0.00361181,0.02481511,0.1650986],"category_scores_gemma":[0.02396382,0.0006675489,0.00138199,0.000808451,0.002136694,0.004284405,0.002737767,0.02414027,0.1275369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141937,"about_ca_system_score_gemma":0.003208406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006947667,"about_ca_topic_score_gemma":0.00867617,"domain_scores_codex":[0.9977835,0.0003848325,0.0002366119,0.0004325266,0.0008303311,0.0003322673],"domain_scores_gemma":[0.9933032,0.001980845,0.0002799185,0.0004104714,0.002806515,0.001219054],"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":[0.000006332509,0.000002771406,0.0000226863,0.00001199784,0.000001083899,0.00004817273,0.000007101806,0.000003091447,0.00001311307,0.0002007969,0.9977846,0.001898238],"study_design_scores_gemma":[0.00001054575,0.000006846549,0.0001549613,0.00005776112,0.00000250724,0.00008920285,0.00006143342,0.00002095434,0.00004669994,0.0004330569,0.9991058,0.00001018218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001681562,0.001897423,0.0002159016,0.7596314,0.2108602,0.00008750651,0.0004714222,0.000438217,0.02622972],"genre_scores_gemma":[0.001755702,0.001079056,0.0001997576,0.823854,0.06365726,0.0001277783,0.0001998054,0.0001887641,0.1089379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8349014,"threshold_uncertainty_score":0.5523098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05542843733312837,"score_gpt":0.3455656721165032,"score_spread":0.2901372347833748,"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."}}