{"id":"W4381890828","doi":"10.5194/egusphere-2023-571-rc2","title":"Comment on egusphere-2023-571","year":2023,"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":"Yukon University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Government of Alberta","keywords":"Permafrost; Attenuation; Calibration; Core (optical fiber); Remote sensing; Range (aeronautics); Ice core; Geology; Bulk density; Soil science; Mineralogy; Materials science; Soil water; Optics; Physics; Composite material","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":[0.003089831,0.0008345359,0.0008617603,0.001783755,0.003812979,0.003986937,0.002488566,0.01797867,0.2765584],"category_scores_gemma":[0.02726326,0.0004389068,0.0009221226,0.001619644,0.001847444,0.00344689,0.002234885,0.008786631,0.2146051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313517,"about_ca_system_score_gemma":0.003689253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02189529,"about_ca_topic_score_gemma":0.02915692,"domain_scores_codex":[0.9972423,0.0002000617,0.0002328012,0.0002673843,0.001676113,0.0003813491],"domain_scores_gemma":[0.9860604,0.002624508,0.0004805621,0.001012546,0.008243982,0.001578085],"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":[0.00001141088,0.000006338083,0.00004578407,0.00002827216,7.988341e-7,0.00006553163,0.00001187109,0.000005133774,0.00005352098,0.0004553422,0.9963019,0.003014185],"study_design_scores_gemma":[0.000008057337,0.00000561346,0.000282703,0.00003872017,0.000001065615,0.00002080802,0.00003676123,0.00001890066,0.00007950646,0.0002639274,0.9992377,0.000006271064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006888685,0.001125873,0.0008497313,0.3977013,0.3618679,0.0006376147,0.003226872,0.003408972,0.2304929],"genre_scores_gemma":[0.003390833,0.0008249237,0.0006422949,0.2538324,0.04995191,0.0003609429,0.001175609,0.001299161,0.688522],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2765584,"threshold_uncertainty_score":0.9251799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079498106585782,"score_gpt":0.3087595702363535,"score_spread":0.2008097595777753,"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."}}