{"id":"W4200183862","doi":"10.5194/tc-2021-219-ac1","title":"Reply on RC1","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":"University of Manitoba","funders":"","keywords":"Permafrost; Rayleigh wave; Geology; Arctic; Porosity; Surface wave; Snow; Geotechnical engineering; Soil science; Geomorphology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002489148,0.001010429,0.001084175,0.001234516,0.003113337,0.003984491,0.003445067,0.02596635,0.1457349],"category_scores_gemma":[0.02792794,0.0006105179,0.001499823,0.0008499593,0.002136191,0.003810361,0.002524419,0.02330943,0.1141756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572593,"about_ca_system_score_gemma":0.003098785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006918054,"about_ca_topic_score_gemma":0.007993691,"domain_scores_codex":[0.9974981,0.0004633572,0.0002767057,0.0004772829,0.0008721578,0.000412339],"domain_scores_gemma":[0.9934101,0.002117977,0.0002759859,0.0004250066,0.002772319,0.0009987461],"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":[0.00001026377,0.000003716392,0.00003393135,0.00001685382,0.000001581886,0.00007337634,0.00001138114,0.000004632806,0.00002178242,0.0002896033,0.9970888,0.0024441],"study_design_scores_gemma":[0.00001056179,0.000008092676,0.0001754047,0.00006056388,0.000002915462,0.0001023924,0.0000610899,0.00002698995,0.0000725089,0.0004865029,0.9989831,0.000009881182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002383015,0.002136928,0.0003076701,0.7537114,0.2107374,0.0001224673,0.0006059432,0.0004659321,0.03167402],"genre_scores_gemma":[0.002650009,0.001248186,0.0002416076,0.8068151,0.06510599,0.0001830737,0.0002644425,0.0002408342,0.1232508],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1457349,"threshold_uncertainty_score":0.4875319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09371840591868015,"score_gpt":0.3002725481816139,"score_spread":0.2065541422629338,"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."}}