{"id":"W4321783887","doi":"10.5194/amt-2023-8-rc1","title":"Comment on amt-2023-8","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; National Aeronautics and Space Administration","keywords":"Calibration; Environmental science; Observatory; Meteorology; Remote sensing; Geography; Climatology; Physics; Geology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002887456,0.001040018,0.001203512,0.001155637,0.003977323,0.005237339,0.003513894,0.04280533,0.1280364],"category_scores_gemma":[0.01518456,0.0006160581,0.002282237,0.001523123,0.002147481,0.003065386,0.002005527,0.02163102,0.1442168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113991,"about_ca_system_score_gemma":0.004677214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03229497,"about_ca_topic_score_gemma":0.03535032,"domain_scores_codex":[0.9976457,0.000212589,0.0002031977,0.0003078467,0.001095655,0.000534953],"domain_scores_gemma":[0.9958802,0.001061086,0.0002283711,0.0003213802,0.001877168,0.0006317416],"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":[0.00002158185,0.000009694028,0.00005776902,0.00002821856,0.000001729716,0.00006450454,0.00001473425,0.00000727538,0.00005769612,0.0007481526,0.9971927,0.001796075],"study_design_scores_gemma":[0.0000214251,0.0000146612,0.0006815076,0.00009643911,0.000004137059,0.00003691338,0.00004841228,0.00004154465,0.0000754557,0.0007764235,0.9981893,0.00001380334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005787865,0.001644898,0.0003802247,0.5538939,0.2682168,0.0003598182,0.004858086,0.001547532,0.1685199],"genre_scores_gemma":[0.002262135,0.0005806661,0.0002666994,0.7121534,0.04113266,0.0004377648,0.001001754,0.0002841718,0.2418808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1280364,"threshold_uncertainty_score":0.4283244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327286531776092,"score_gpt":0.2795788112350837,"score_spread":0.2363059459173227,"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."}}