{"id":"W4328050782","doi":"10.5194/tc-2022-240-rc1","title":"Comment on tc-2022-240","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":"","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; Geology; Oceanography; Arctic; Hydrology (agriculture); Ecology; Geomorphology; Biology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001252942,0.0007742942,0.0009486706,0.001093702,0.003108339,0.003370174,0.002502063,0.02068805,0.334257],"category_scores_gemma":[0.00892622,0.0004706544,0.001125679,0.00132232,0.001200219,0.001978978,0.001500161,0.009274548,0.2510813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526933,"about_ca_system_score_gemma":0.003598617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04700138,"about_ca_topic_score_gemma":0.05917919,"domain_scores_codex":[0.9985775,0.00008219801,0.0001056734,0.0001331074,0.0008029555,0.0002985397],"domain_scores_gemma":[0.996687,0.0007024824,0.0001211315,0.0002441849,0.001711277,0.0005339245],"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":[0.00002045971,0.00001024962,0.00003889123,0.00002296468,9.985453e-7,0.00006116104,0.000006574836,0.000007854894,0.00005165427,0.0003299333,0.9966694,0.002780039],"study_design_scores_gemma":[0.00002152756,0.00001166029,0.0004186275,0.00006708504,0.000001927986,0.0000210676,0.0000374739,0.00003889047,0.00008129935,0.0003396001,0.9989517,0.000009104674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008114183,0.001075029,0.0006202403,0.2309742,0.2907149,0.0008112976,0.009815747,0.003303498,0.4618737],"genre_scores_gemma":[0.002940099,0.0005130233,0.0003011504,0.2495012,0.03032604,0.0003970266,0.002635958,0.0005749593,0.7128105],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.334257,"threshold_uncertainty_score":0.9496015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634602697698515,"score_gpt":0.3459093390291442,"score_spread":0.2895633120521591,"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."}}