{"id":"W4328089137","doi":"10.5194/amt-2022-300-ac2","title":"Reply on RC2","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":"Environment and Climate Change Canada","funders":"European Space Agency","keywords":"Remote sensing; Radiative transfer; Meteorology; Climate model; Atmosphere (unit); Environmental science; Atmospheric radiative transfer codes; Numerical weather prediction; Satellite; Atmospheric model; Geology; Geography; Climate change; Aerospace engineering; Physics; Engineering","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":[0.002685302,0.0008611808,0.0008779821,0.0008298889,0.003016432,0.004396142,0.003026354,0.02318421,0.1471708],"category_scores_gemma":[0.02246184,0.0005104445,0.001275126,0.0008025354,0.00196618,0.00353191,0.002288278,0.0206847,0.1129982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003386024,"about_ca_system_score_gemma":0.003946258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008721041,"about_ca_topic_score_gemma":0.009931762,"domain_scores_codex":[0.9976139,0.0004074207,0.0002100343,0.0005005978,0.0008732644,0.0003948036],"domain_scores_gemma":[0.9947686,0.001547586,0.0001660265,0.0004400782,0.002211283,0.0008664824],"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":[0.000008689844,0.000003742791,0.0000322524,0.00001156451,0.000001430581,0.0000480707,0.000009380696,0.000005158682,0.00002189079,0.0004241996,0.9975236,0.001909983],"study_design_scores_gemma":[0.000008737275,0.000006466938,0.0001631133,0.00003836926,0.000002167376,0.00004546184,0.00005778218,0.000020154,0.00005838836,0.0004659249,0.9991259,0.000007549024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002898758,0.001596493,0.0002847594,0.74963,0.1986655,0.0001269648,0.0006543737,0.0004073951,0.04834471],"genre_scores_gemma":[0.002799688,0.0008941236,0.0002493242,0.7779776,0.04716207,0.0001827152,0.0002273877,0.0002436757,0.1702633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1471708,"threshold_uncertainty_score":0.4923355,"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."}}