{"id":"W3134805385","doi":"10.5194/amt-2020-515-rc1","title":"Comment on amt-2020-515","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; National Oceanic and Atmospheric Administration; Environment and Climate Change Canada; Indigenous and Northern Affairs Canada; Eurostars; University of Toronto; Strong; Dalhousie University; Ontario Innovation Trust","keywords":"Meteorology; Environmental science; Arctic; Span (engineering); Polar; Inversion (geology); Atmospheric sciences; Planetary boundary layer; Geology; Turbulence; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002246558,0.0007870304,0.0008029394,0.001071876,0.002529715,0.00414482,0.002135312,0.02516772,0.1350409],"category_scores_gemma":[0.01411176,0.0004258992,0.001633304,0.001207351,0.0015183,0.002315926,0.001726462,0.01261337,0.1185097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464475,"about_ca_system_score_gemma":0.003705684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047135,"about_ca_topic_score_gemma":0.02052575,"domain_scores_codex":[0.9978648,0.0001831458,0.0002047434,0.0002409161,0.001093615,0.000412768],"domain_scores_gemma":[0.9955032,0.0009940567,0.0002887102,0.0003463207,0.002137702,0.0007300338],"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":[0.00003200747,0.00001085913,0.00009929186,0.00003548077,0.000001777847,0.0000909032,0.00001503701,0.00001104336,0.00009767969,0.0005029329,0.9966272,0.002475672],"study_design_scores_gemma":[0.00001685322,0.00001553892,0.0007003,0.00007792673,0.00000310291,0.00003652394,0.00004882421,0.00004028603,0.0001204213,0.0003986864,0.9985306,0.00001095229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009319077,0.001326224,0.0005891374,0.4608259,0.3859129,0.0004122827,0.005374075,0.001885943,0.1427414],"genre_scores_gemma":[0.005078707,0.000914865,0.0005553489,0.6213393,0.07545118,0.0004566085,0.001767626,0.0004720072,0.2939644],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1350409,"threshold_uncertainty_score":0.4517567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297738213260377,"score_gpt":0.2427817469570379,"score_spread":0.2298043648244341,"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."}}