{"id":"W4376150086","doi":"10.5194/egusphere-2023-120-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":"Langley Research Center; National Aeronautics and Space Administration","keywords":"Environmental science; Radiative transfer; Climate model; Climatology; Atmospheric sciences; Precipitation; Amazonian; Atmosphere (unit); Cloud fraction; Atmospheric models; Water cycle; Aerosol; Meteorology; Climate change; Cloud computing; Geography; Cloud cover; Geology; Physics; Computer science; Amazon rainforest","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003698854,0.0008646597,0.0008671803,0.001233988,0.002820309,0.004334944,0.00274259,0.02014356,0.111176],"category_scores_gemma":[0.03424264,0.0005100564,0.001158991,0.001001375,0.001796889,0.003836616,0.001967116,0.01589199,0.09964717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004123898,"about_ca_system_score_gemma":0.004745044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297467,"about_ca_topic_score_gemma":0.01631437,"domain_scores_codex":[0.9967518,0.0004774904,0.0003201783,0.0005623736,0.001439521,0.0004486249],"domain_scores_gemma":[0.9869146,0.003178447,0.0004032126,0.0007818084,0.006979242,0.00174279],"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":[0.00000616534,0.000001974269,0.00002536879,0.00001100933,0.00000106651,0.0000277734,0.000005497553,0.000002960226,0.00001496091,0.0002299873,0.9981731,0.00150014],"study_design_scores_gemma":[0.000008054747,0.000004366588,0.0002243844,0.00003408996,0.000002357429,0.00004235531,0.00003491863,0.00001583963,0.00005172262,0.0003104855,0.9992633,0.000008021157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000180119,0.001535162,0.0002110012,0.7745273,0.1996847,0.00008368966,0.0006389822,0.0003127739,0.02282628],"genre_scores_gemma":[0.002430846,0.001373562,0.0002396384,0.7708916,0.07853013,0.0001465844,0.0003619509,0.0002883377,0.1457373],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.888824,"threshold_uncertainty_score":0.3719207,"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."}}