{"id":"W4312119052","doi":"10.5194/esd-2022-32-ac5","title":"Reply on RC2","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":"","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Canada Research Chairs; Vlaams Supercomputer Centrum; Bundesministerium für Bildung und Forschung; Compute Canada","keywords":"Permafrost; Environmental science; Climate change; Earth science; Thermal energy storage; Soil water; Hydrology (agriculture); Climatology; Atmospheric sciences; Geology; Soil science; Oceanography; Ecology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003961305,0.0009707975,0.001192307,0.001244225,0.002920427,0.004672539,0.003052688,0.02535459,0.0702704],"category_scores_gemma":[0.03674836,0.0005157657,0.001324224,0.000994226,0.002476353,0.004431038,0.002236829,0.0205722,0.06695922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003997577,"about_ca_system_score_gemma":0.004523353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008860251,"about_ca_topic_score_gemma":0.01061601,"domain_scores_codex":[0.9961976,0.0006627438,0.0004568702,0.0006807157,0.001544143,0.0004578467],"domain_scores_gemma":[0.9891346,0.003482741,0.0004377189,0.0006527402,0.004902226,0.001390014],"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":[0.000009766371,0.000003609834,0.00004137648,0.00002245063,0.000002111334,0.00006721415,0.00001378128,0.000004743223,0.00002371829,0.000382443,0.9971377,0.002291232],"study_design_scores_gemma":[0.00000980423,0.000006151911,0.0002073839,0.00006042783,0.000003323775,0.00009223015,0.00005347262,0.00001691857,0.00005172473,0.0004574724,0.9990307,0.00001042603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001846882,0.00259605,0.0001551305,0.781554,0.2013791,0.00006884176,0.0003343828,0.0001942163,0.01353364],"genre_scores_gemma":[0.00203442,0.002066432,0.0001692082,0.83806,0.09051494,0.0001287577,0.0001830643,0.0001412306,0.0667019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0702704,"threshold_uncertainty_score":0.2350779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126331279171683,"score_gpt":0.2970455410072971,"score_spread":0.2057822282155802,"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."}}