{"id":"W4307853836","doi":"10.5194/acp-2022-343-ac2","title":"Reply on RC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; National Aeronautics and Space Administration","keywords":"Radiosonde; Environmental science; Aerosol; Atmospheric sciences; Troposphere; Shortwave; Tropopause; Stratosphere; Radiative transfer; Lidar; Overcast; Meteorology; Moderate-resolution imaging spectroradiometer; Remote sensing; Satellite; Geology; Geography; Sky; Physics","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":[0.001922161,0.0009237978,0.0008569023,0.0008487481,0.002296461,0.003812608,0.002697188,0.01982024,0.2081035],"category_scores_gemma":[0.01735256,0.0004754211,0.001271425,0.0006657712,0.001613914,0.003033369,0.00214547,0.01652716,0.1658553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002962598,"about_ca_system_score_gemma":0.002459857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005573304,"about_ca_topic_score_gemma":0.006366592,"domain_scores_codex":[0.9981035,0.0003128578,0.0001793927,0.0003952936,0.0006965462,0.0003123301],"domain_scores_gemma":[0.9958456,0.001102255,0.0001572209,0.0003666515,0.001792834,0.0007355352],"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":[0.00001296679,0.000005066641,0.00003381131,0.00001563595,0.000001615412,0.00006457295,0.000007660708,0.000005411449,0.00003208036,0.0003285975,0.996808,0.002684582],"study_design_scores_gemma":[0.000009472185,0.000007293151,0.0001594906,0.00003608101,0.00000199778,0.00005088176,0.000035528,0.00001959273,0.0000655968,0.0003607647,0.9992472,0.000006183752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003424938,0.002095724,0.0003288756,0.6537321,0.2766963,0.0001847961,0.0009346266,0.0005894051,0.06509568],"genre_scores_gemma":[0.003203413,0.00118953,0.000291641,0.6274752,0.07591654,0.0002356797,0.0003560646,0.0003170623,0.2910149],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2081035,"threshold_uncertainty_score":0.6961757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845228880031204,"score_gpt":0.2651782121851479,"score_spread":0.2467259233848359,"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."}}