{"id":"W4382894619","doi":"10.5194/egusphere-2023-1071-rc1","title":"Comment on egusphere-2023-1071","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Monash University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Fortran; Code (set theory); Turbulence; Large eddy simulation; Computer science; Class (philosophy); Computational science; Channel (broadcasting); Boundary layer; Boundary (topology); Parallel computing; Programming language; Mechanics; Physics; Mathematics; Telecommunications; Artificial intelligence; Mathematical analysis","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":[0.003764028,0.0008555794,0.0009298283,0.001555438,0.003062517,0.003837932,0.002368382,0.01761322,0.1798271],"category_scores_gemma":[0.03329078,0.0004439853,0.0009894718,0.001201037,0.001582906,0.002575149,0.00202827,0.008271594,0.1563445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712214,"about_ca_system_score_gemma":0.00377042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205608,"about_ca_topic_score_gemma":0.02401097,"domain_scores_codex":[0.9964778,0.0002601676,0.00029352,0.0003159234,0.002218953,0.0004335987],"domain_scores_gemma":[0.984204,0.003202741,0.0005513051,0.001126332,0.009299532,0.001616081],"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":[0.00001379951,0.000005856795,0.00004147381,0.00002628879,0.000001109552,0.00005659123,0.00001143855,0.000007370537,0.00005459016,0.0004817981,0.9972362,0.002063435],"study_design_scores_gemma":[0.00001157384,0.00000702708,0.0003319501,0.00004829672,0.000001611156,0.00002384372,0.0000307292,0.00003569756,0.0001277605,0.0003118477,0.9990618,0.000008003372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008786262,0.000962211,0.001098465,0.4523214,0.3754266,0.0005666565,0.003297336,0.003672466,0.1617762],"genre_scores_gemma":[0.005433248,0.0009725168,0.0008326279,0.3278105,0.06046407,0.000420306,0.001695576,0.001830992,0.6005402],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1798271,"threshold_uncertainty_score":0.6015817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057452218666475,"score_gpt":0.295712751965974,"score_spread":0.2151382297793093,"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."}}