{"id":"W4313487081","doi":"10.5194/egusphere-2022-1241-rc1","title":"Comment on egusphere-2022-1241","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":"Environment and Climate Change Canada","funders":"","keywords":"Aerosol; Radiative transfer; Remote sensing; Environmental science; Troposphere; Radiative forcing; Meteorology; Mode (computer interface); Lidar; Atmospheric sciences; Computer science; Physics; Geology; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.003401988,0.00119331,0.001057453,0.001107276,0.002476962,0.004591337,0.002737663,0.03454419,0.07183988],"category_scores_gemma":[0.01181097,0.0005281845,0.001713967,0.001436535,0.001902623,0.002774465,0.002169184,0.01755067,0.07606023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00374717,"about_ca_system_score_gemma":0.005201054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03081843,"about_ca_topic_score_gemma":0.03390792,"domain_scores_codex":[0.9972366,0.0002018881,0.0002324926,0.0003787141,0.001503922,0.0004462736],"domain_scores_gemma":[0.9962075,0.0009234308,0.0002430037,0.0003696822,0.001769734,0.0004867062],"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":[0.00006210389,0.00002928945,0.0002118892,0.00006538918,0.000005128587,0.000202185,0.00002890811,0.00004611324,0.0003061815,0.00260184,0.9920353,0.004405588],"study_design_scores_gemma":[0.00002074103,0.00001421729,0.0008597961,0.00006900155,0.000003843854,0.00002870296,0.00003033448,0.00004878261,0.0001523104,0.0008539802,0.9979035,0.00001478907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00148749,0.003397401,0.001428269,0.5261754,0.2531543,0.000608285,0.0100782,0.002270547,0.2014001],"genre_scores_gemma":[0.003753148,0.0008673061,0.0007374819,0.7567828,0.03000348,0.0003711889,0.001572801,0.0004014628,0.2055103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07183988,"threshold_uncertainty_score":0.2403284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446358931825485,"score_gpt":0.2773156230606338,"score_spread":0.2528520337423789,"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."}}