{"id":"W4306290592","doi":"10.5194/tc-2022-193-rc1","title":"Comment on tc-2022-193","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":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Polar Knowledge Canada","keywords":"Snow; Snowpack; Transect; Ground-penetrating radar; Geology; Permafrost; Arctic; Spatial distribution; Mean squared error; Physical geography; Environmental science; Remote sensing; Geomorphology; Radar; Oceanography; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001483334,0.0007359581,0.0008448456,0.001048208,0.002978137,0.003957418,0.002275984,0.02069647,0.2240642],"category_scores_gemma":[0.009648581,0.0004225135,0.001120631,0.00145012,0.001159773,0.001939002,0.001367252,0.00937327,0.164895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119856,"about_ca_system_score_gemma":0.006226486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1206678,"about_ca_topic_score_gemma":0.1368952,"domain_scores_codex":[0.9985323,0.00008993498,0.00009838776,0.0001363583,0.0008246254,0.0003183204],"domain_scores_gemma":[0.9959142,0.0007348222,0.0001350855,0.0002696451,0.002472132,0.0004741458],"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":[0.00001948309,0.000007502368,0.00005314065,0.00002143126,9.338685e-7,0.00004644524,0.000009589499,0.000008906793,0.00006301486,0.0003698376,0.9975408,0.001858829],"study_design_scores_gemma":[0.00001609611,0.000009366262,0.0005857413,0.00006257376,0.000001967267,0.0000143716,0.0000488958,0.00004038074,0.00008314434,0.0002791915,0.998849,0.000009184629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001082792,0.001162201,0.000788704,0.2713216,0.2134356,0.001044267,0.01809344,0.003426931,0.4896444],"genre_scores_gemma":[0.003660946,0.0005294803,0.0004245379,0.2882176,0.01831309,0.0005597196,0.003830997,0.0007025055,0.6837611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2240642,"threshold_uncertainty_score":0.7495695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0902461613065494,"score_gpt":0.2990938388022611,"score_spread":0.2088476774957117,"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."}}