{"id":"W4366587692","doi":"10.5194/amt-2022-315-ac1","title":"Reply on RC1","year":2023,"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":"National Science Foundation","keywords":"Environmental science; Troposphere; Altitude (triangle); Atmosphere (unit); Trace gas; Atmospheric sciences; Meteorology; SCIAMACHY; Remote sensing; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.002450102,0.0009427561,0.001015204,0.00102401,0.002934151,0.004594381,0.003099119,0.02314783,0.2215103],"category_scores_gemma":[0.02456272,0.0005935229,0.001426882,0.0008768585,0.001881787,0.003675134,0.002653969,0.02027463,0.1806936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003547031,"about_ca_system_score_gemma":0.0036632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007967466,"about_ca_topic_score_gemma":0.009132923,"domain_scores_codex":[0.9975582,0.0004160255,0.0002428565,0.0004828172,0.000851865,0.0004483144],"domain_scores_gemma":[0.9940451,0.001698696,0.0002132416,0.0004639922,0.002615285,0.0009636515],"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":[0.000006430639,0.000002793799,0.00001991127,0.00001220504,9.764117e-7,0.00003172349,0.000006583376,0.000002862814,0.00001318903,0.0002947648,0.9977316,0.001877074],"study_design_scores_gemma":[0.00000810277,0.000005780245,0.0001473211,0.00005052027,0.000001742749,0.00003851151,0.00004636651,0.00001136058,0.00003580197,0.0003734394,0.9992748,0.000006284817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002062047,0.001972791,0.0002409712,0.7064137,0.2292102,0.0001463041,0.001028363,0.000496119,0.06028539],"genre_scores_gemma":[0.002040133,0.001065552,0.0002068462,0.7322034,0.0548365,0.0002180255,0.0003899219,0.0002729519,0.2087666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2215103,"threshold_uncertainty_score":0.7410257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819515760592318,"score_gpt":0.2535720802054497,"score_spread":0.2353769225995266,"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."}}