{"id":"W4376870854","doi":"10.5194/tc-2022-240-ac2","title":"Reply on RC2","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; Arctic; Geology; Ecology; Hydrology (agriculture); Environmental science; 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":[0.002032495,0.0009058124,0.001030053,0.001020078,0.002584135,0.004064067,0.003173536,0.02145352,0.1677186],"category_scores_gemma":[0.01924012,0.0005809651,0.001267798,0.0007036434,0.001855567,0.003898913,0.002457335,0.02129896,0.1235163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677823,"about_ca_system_score_gemma":0.002701981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006311059,"about_ca_topic_score_gemma":0.008343227,"domain_scores_codex":[0.998135,0.0003140101,0.0001869521,0.0003706972,0.0007158894,0.0002774107],"domain_scores_gemma":[0.9948831,0.001496153,0.000208426,0.0003284715,0.002077471,0.001006508],"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":[0.000007401124,0.000003083265,0.00002496322,0.00001127472,0.000001170032,0.00005673798,0.000006880269,0.000003572631,0.00001586984,0.0002179919,0.9976077,0.002043284],"study_design_scores_gemma":[0.00001034975,0.000006371528,0.0001459776,0.00004704537,0.000002359053,0.00008770218,0.0000551884,0.00002271384,0.0000508099,0.0004105436,0.9991521,0.000008912582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000209909,0.00192005,0.0002517367,0.7193501,0.2453852,0.00009302335,0.000523644,0.0005008531,0.03176541],"genre_scores_gemma":[0.002096908,0.001101025,0.000218297,0.781961,0.07205814,0.0001291709,0.0002144232,0.0002257545,0.1419953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8322814,"threshold_uncertainty_score":0.5610747,"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."}}