{"id":"W4200126679","doi":"10.5194/amt-2021-370-rc1","title":"Comment on amt-2021-370","year":2021,"lang":"tr","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"Canadian Space Agency; National Oceanic and Atmospheric Administration; Goddard Space Flight Center; National Aeronautics and Space Administration; National Center for Atmospheric Research; National Science Foundation","keywords":"Environmental science; Troposphere; Satellite; Atmospheric sciences; Remote sensing; Aerosol; Product (mathematics); Meteorology; Carbon monoxide; Daytime; Geography; Chemistry; Mathematics; Geology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003858418,0.0009556217,0.001091647,0.002090254,0.003622615,0.00567434,0.002991705,0.0233458,0.18993],"category_scores_gemma":[0.03629042,0.0005705394,0.001663447,0.001707755,0.001676044,0.003594033,0.001809187,0.01087986,0.2031067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357076,"about_ca_system_score_gemma":0.004713609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0221182,"about_ca_topic_score_gemma":0.02402915,"domain_scores_codex":[0.995561,0.0003100644,0.0003762884,0.0004224302,0.002765821,0.0005643092],"domain_scores_gemma":[0.9811162,0.002837864,0.0007930913,0.001275502,0.0116826,0.002294781],"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":[0.00001231152,0.000006503424,0.00003229803,0.00002795574,0.000001034819,0.00005452223,0.000007458666,0.000005663965,0.0000508479,0.0003231163,0.9974401,0.002038039],"study_design_scores_gemma":[0.00001173549,0.000009584059,0.0003727064,0.00004890651,0.00000184831,0.00003143115,0.00002351554,0.00003492718,0.0000828637,0.0002586812,0.9991155,0.000008305931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005105113,0.00118376,0.0007567293,0.3790859,0.4724614,0.0006077123,0.003438726,0.003268782,0.1386864],"genre_scores_gemma":[0.003555133,0.001104973,0.0007570186,0.3109067,0.1180289,0.0005272468,0.001762659,0.001299065,0.5620583],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.81007,"threshold_uncertainty_score":0.635379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522863451742569,"score_gpt":0.2446585284781403,"score_spread":0.2294298939607146,"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."}}