{"id":"W4239504607","doi":"10.5194/essd-2021-160-rc1","title":"Comment on essd-2021-160","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Saskatchewan; Environment and Climate Change Canada","funders":"","keywords":"Snow; Hydropower; Geography; Hydrology (agriculture); Physical geography; Environmental science; Meteorology; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002993145,0.0007048179,0.0008212681,0.001341239,0.002656105,0.005598702,0.002126597,0.01423577,0.3864518],"category_scores_gemma":[0.01958335,0.0004312895,0.001283726,0.0018708,0.001217382,0.003374223,0.002709191,0.007370722,0.3015054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907452,"about_ca_system_score_gemma":0.005246979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06227049,"about_ca_topic_score_gemma":0.0694401,"domain_scores_codex":[0.9979193,0.0001534975,0.0001827864,0.0002251476,0.001085579,0.0004337554],"domain_scores_gemma":[0.9932882,0.001330618,0.0001951882,0.0005086888,0.003889387,0.000787935],"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":[0.000009041712,0.000002603233,0.00003036807,0.00001732298,5.371753e-7,0.00001501204,0.000005508502,0.000004358506,0.00001203974,0.0003933677,0.9981943,0.001315568],"study_design_scores_gemma":[0.000009915602,0.000003787211,0.00023358,0.00004862576,9.823873e-7,0.000007213273,0.00002665384,0.00001197221,0.00003398519,0.0002769871,0.9993407,0.000005506992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006446192,0.001237906,0.0009953047,0.314395,0.1979875,0.0005982993,0.06129035,0.004102902,0.4187482],"genre_scores_gemma":[0.002952587,0.0007104511,0.0004800677,0.3433318,0.01625621,0.0004498002,0.01475965,0.001172367,0.6198871],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3864518,"threshold_uncertainty_score":0.875152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534312482483354,"score_gpt":0.2749150799688111,"score_spread":0.2195719551439775,"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."}}