{"id":"W4322766303","doi":"10.5194/egusphere-2022-1156-rc2","title":"Comment on egusphere-2022-1156","year":2023,"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":"","keywords":"AERONET; Remote sensing; Environmental science; Albedo (alchemy); Aerosol; Mineral dust; Satellite; Cloud cover; Snow; Angstrom exponent; Meteorology; Geology; Geography; Cloud computing; Physics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001886181,0.0009813284,0.0009118654,0.001295597,0.003192876,0.004034286,0.00246058,0.02104453,0.3468967],"category_scores_gemma":[0.01048868,0.0005152127,0.001402407,0.001473669,0.001531901,0.002857288,0.002185782,0.01053815,0.2574716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922403,"about_ca_system_score_gemma":0.00273972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03025023,"about_ca_topic_score_gemma":0.03562985,"domain_scores_codex":[0.998415,0.000110727,0.0001294543,0.0001810687,0.0008504407,0.0003133254],"domain_scores_gemma":[0.9959366,0.000825284,0.0001736619,0.0003964319,0.001980058,0.000687839],"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":[0.00001703913,0.000007668749,0.0000384721,0.00002244597,0.000001056084,0.00004510326,0.000006088006,0.000005591166,0.00004545848,0.0003248253,0.9972283,0.002257891],"study_design_scores_gemma":[0.00001503677,0.000009061801,0.0003265667,0.00005115714,0.000001601721,0.00001395088,0.00002660723,0.00001749689,0.00007400144,0.000276013,0.9991812,0.000007265346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005995221,0.001130586,0.0006074806,0.3026077,0.3755627,0.0006425082,0.008299847,0.002962725,0.307587],"genre_scores_gemma":[0.002612898,0.0006420431,0.0003405189,0.3491275,0.04998243,0.00033011,0.002222804,0.0008464577,0.5938954],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3468967,"threshold_uncertainty_score":0.9315726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447322824398082,"score_gpt":0.2773127089217598,"score_spread":0.2528394806777789,"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."}}