{"id":"W4281668784","doi":"10.5194/hess-2022-133-rc2","title":"Comment on hess-2022-133","year":2022,"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":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; ArcticNet; Aurora Research Institute","keywords":"Snowmelt; Hydrology (agriculture); Meltwater; Watershed; Environmental science; Geology; Surface runoff; Snow; Thermokarst; Permafrost; Geomorphology; Ecology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603636,0.00078819,0.000740058,0.0009131265,0.001646265,0.003800945,0.00166621,0.01504659,0.0939048],"category_scores_gemma":[0.006753637,0.0004255827,0.001197841,0.001798996,0.001020641,0.002509522,0.001706828,0.009499226,0.05563277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312462,"about_ca_system_score_gemma":0.005641377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04764383,"about_ca_topic_score_gemma":0.04684554,"domain_scores_codex":[0.9987873,0.0001188609,0.00009169652,0.0001454208,0.0005853036,0.0002713926],"domain_scores_gemma":[0.9979399,0.0005198601,0.00008412932,0.0002452263,0.001000336,0.0002105257],"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":[0.00003404539,0.000005009025,0.0001009317,0.00006745399,0.000002976612,0.00008899342,0.00001497654,0.0000538562,0.0001008437,0.002089558,0.9942338,0.00320761],"study_design_scores_gemma":[0.00001148572,0.0000042017,0.0007498148,0.00005964868,0.000002844341,0.00002464999,0.00003799275,0.00004424131,0.0001296605,0.0009886444,0.9979316,0.00001528901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00147029,0.003621007,0.000959184,0.473983,0.1497027,0.0002965509,0.03435117,0.001983298,0.3336328],"genre_scores_gemma":[0.01412569,0.002288698,0.0009684463,0.5753628,0.02851011,0.0005068936,0.009675434,0.0006698833,0.3678919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0939048,"threshold_uncertainty_score":0.3141428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09287018816703022,"score_gpt":0.3015272289221367,"score_spread":0.2086570407551065,"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."}}