{"id":"W4205785948","doi":"10.5194/essd-2021-140-rc2","title":"Comment on essd-2021-140","year":2021,"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":"Ducks Unlimited Canada; Dalhousie University; University of Waterloo; University of Toronto; University of Alberta","funders":"Norges Forskningsråd; Vetenskapsrådet; Bundesministerium für Bildung und Forschung; National Aeronautics and Space Administration; National Science Foundation","keywords":"Permafrost; Wetland; Tundra; Arctic; Environmental science; Bog; Taiga; Peat; Boreal; Span (engineering); Vegetation (pathology); Hydrology (agriculture); Physical geography; Geology; Ecology; Geography; Oceanography; Forestry","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002505706,0.0008050143,0.001072255,0.001182682,0.002068664,0.005104427,0.002497219,0.0227693,0.3507329],"category_scores_gemma":[0.01379916,0.0004922572,0.001724293,0.001438754,0.001159264,0.003070481,0.002524125,0.009149979,0.2541118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665719,"about_ca_system_score_gemma":0.003972553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226586,"about_ca_topic_score_gemma":0.02867675,"domain_scores_codex":[0.9981305,0.0001502343,0.0001763187,0.0001928046,0.0009107316,0.0004394648],"domain_scores_gemma":[0.9951415,0.001162133,0.0001878223,0.0003439482,0.002233372,0.0009313054],"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":[0.00002361149,0.000008197489,0.00005324052,0.00003876035,0.000001166048,0.00003253631,0.000004446141,0.0000110283,0.00003071201,0.0004589874,0.9967865,0.002550925],"study_design_scores_gemma":[0.00002676689,0.000009733734,0.0004309857,0.00007678616,0.000001851359,0.00001371372,0.00002335705,0.00002738046,0.00006328557,0.0004718317,0.9988451,0.000009170808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008322112,0.001845539,0.0007842024,0.357305,0.2713824,0.0006380706,0.04127686,0.003325136,0.3226105],"genre_scores_gemma":[0.003293364,0.0008026949,0.0004754722,0.4737889,0.02551634,0.000562228,0.009318069,0.0008332335,0.4854096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6492671,"threshold_uncertainty_score":0.9261008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09064203412622504,"score_gpt":0.3023703058807457,"score_spread":0.2117282717545207,"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."}}