{"id":"W4385066802","doi":"10.5194/egusphere-2023-1408-rc2","title":"Comment on egusphere-2023-1408","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":"University of Toronto; Environment and Climate Change Canada","funders":"California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Environmental science; Remote sensing; Satellite; Meteorology; Observatory; Image resolution; Atmospheric sciences; Geography; Geology; Physics; Engineering; Optics; Aerospace engineering; Astrophysics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001543685,0.0007981037,0.0007516422,0.001111992,0.002627132,0.003541051,0.002001724,0.01502862,0.4353425],"category_scores_gemma":[0.01002903,0.0004023032,0.001104061,0.001162408,0.001225734,0.002625931,0.002171415,0.007607047,0.2777613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258905,"about_ca_system_score_gemma":0.002111366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01869017,"about_ca_topic_score_gemma":0.02382427,"domain_scores_codex":[0.998799,0.00008799888,0.0000944508,0.0001238675,0.0006547931,0.0002400277],"domain_scores_gemma":[0.9966581,0.0007280802,0.0001594916,0.000332425,0.00155618,0.0005658332],"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":[0.00002340077,0.00001012737,0.00005822249,0.00003067762,0.000001278828,0.00006137703,0.000008149654,0.000006611635,0.00005550031,0.0003647508,0.9963161,0.003063762],"study_design_scores_gemma":[0.0000203783,0.000009811056,0.0003362419,0.00005566245,0.000001548205,0.00001712237,0.00003464955,0.00001923098,0.0001039183,0.0003056278,0.9990886,0.000007147586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009461169,0.00116928,0.0008427041,0.2508209,0.352041,0.0008488049,0.01390328,0.004971141,0.3744568],"genre_scores_gemma":[0.004644116,0.0007888837,0.0005194818,0.2484897,0.03935588,0.0003993186,0.003999273,0.001452235,0.7003511],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4353425,"threshold_uncertainty_score":0.8054155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885516064740224,"score_gpt":0.2535207773530377,"score_spread":0.2346656167056355,"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."}}