{"id":"W4206579815","doi":"10.5194/nhess-2021-396-rc2","title":"Comment on nhess-2021-396","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Anticyclone; Extratropical cyclone; Trough (economics); Climatology; Air mass (solar energy); Snow; Outflow; Atmospheric sciences; Frontogenesis; Winter storm; Storm; Geology; Environmental science; Meteorology; Geography; Oceanography; Boundary layer; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001217708,0.0007424926,0.0008558856,0.0008270887,0.001790581,0.003172425,0.001701467,0.01347088,0.3029277],"category_scores_gemma":[0.007128256,0.0003875086,0.0009859091,0.001113689,0.0008403815,0.001862382,0.001456727,0.0070848,0.2341727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218079,"about_ca_system_score_gemma":0.002415412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02114778,"about_ca_topic_score_gemma":0.03252217,"domain_scores_codex":[0.9990042,0.00007102628,0.00009704458,0.0001141675,0.0005119095,0.0002017593],"domain_scores_gemma":[0.9973654,0.0005030991,0.0001352979,0.0002185437,0.001327629,0.0004501095],"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":[0.00002739574,0.000008828894,0.00006659936,0.00003634271,0.000001010283,0.00004435298,0.000005005834,0.000009273813,0.00004716076,0.0002480413,0.996894,0.002611991],"study_design_scores_gemma":[0.00001909492,0.00001133298,0.0006857411,0.00008670965,0.000001451555,0.00001683297,0.00003082492,0.00002199376,0.00007640979,0.0002573782,0.9987848,0.000007420125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001083111,0.001647924,0.0005455101,0.2106646,0.3633557,0.0006927623,0.01990569,0.003178281,0.3989265],"genre_scores_gemma":[0.003715473,0.001005534,0.0003358111,0.2040803,0.03139237,0.0004283154,0.005196819,0.000590832,0.7532545],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3029277,"threshold_uncertainty_score":0.994289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534448198376026,"score_gpt":0.3060729752525588,"score_spread":0.2507284932687986,"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."}}