{"id":"W4390684918","doi":"10.5194/egusphere-2023-2391-rc1","title":"Comment on egusphere-2023-2391","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baseflow; Streamflow; Environmental science; Hydrology (agriculture); Permafrost; Seasonality; Snowmelt; Discharge; Drainage basin; Flood myth; Snow; Geology; Geography; Ecology; Oceanography; Meteorology","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":[0.001742478,0.0009040728,0.0008737964,0.001078059,0.003088654,0.002939175,0.0022947,0.02171385,0.3325177],"category_scores_gemma":[0.01004533,0.0004997532,0.001250234,0.00126691,0.001535319,0.002503969,0.00225104,0.01125097,0.2191768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772686,"about_ca_system_score_gemma":0.002605742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03378774,"about_ca_topic_score_gemma":0.03835639,"domain_scores_codex":[0.9986947,0.0001127788,0.0001190031,0.0001537601,0.0006515717,0.0002681218],"domain_scores_gemma":[0.9966642,0.0008379772,0.0001459202,0.000260916,0.001441313,0.000649707],"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":[0.00002113846,0.000009508018,0.00005780876,0.00002308967,0.000001167666,0.00006934856,0.000008887592,0.000006674272,0.00004231712,0.0003346918,0.9967051,0.002720178],"study_design_scores_gemma":[0.00001855978,0.00001078623,0.0003737487,0.00006271696,0.000001617998,0.00001890652,0.00004165469,0.00002068265,0.00005995319,0.000346355,0.9990367,0.000008401613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007423873,0.001102691,0.0005450714,0.4019786,0.3406188,0.0005797769,0.00590542,0.002611422,0.2459159],"genre_scores_gemma":[0.002792728,0.0007402053,0.0003113363,0.4679042,0.0444133,0.0003741533,0.001555744,0.0006338504,0.4812745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3325177,"threshold_uncertainty_score":0.9520825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08118871439844258,"score_gpt":0.3029841877818031,"score_spread":0.2217954733833606,"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."}}