{"id":"W4381162058","doi":"10.5194/egusphere-2023-821-rc3","title":"Comment on egusphere-2023-821","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":"McGill University","funders":"","keywords":"Convection; Diurnal cycle; Radar; Atmospheric sciences; Convection cell; Radiative transfer; Environmental science; Meteorology; Climatology; Geology; Geography; Physics; Optics; Computer science; Natural convection","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":[0.001862648,0.000859066,0.0007808725,0.001372857,0.002164729,0.003820271,0.001652644,0.01069446,0.4440351],"category_scores_gemma":[0.01137429,0.0003764033,0.001021534,0.001450602,0.0009423951,0.002840802,0.002162732,0.005545681,0.3112743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931582,"about_ca_system_score_gemma":0.002039575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01779666,"about_ca_topic_score_gemma":0.02106216,"domain_scores_codex":[0.998845,0.00009044669,0.00009241751,0.0001330803,0.0005973138,0.0002417798],"domain_scores_gemma":[0.99546,0.0009345956,0.0002156625,0.0004884224,0.002216898,0.0006844524],"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":[0.00001814118,0.000006562371,0.00005028295,0.00002269566,8.63468e-7,0.00003158713,0.000005068029,0.000006469676,0.00004135634,0.0002901382,0.9970402,0.002486581],"study_design_scores_gemma":[0.00001790331,0.000008820421,0.0003831449,0.0000590963,0.000001324062,0.00001215019,0.00002695509,0.00002319795,0.00009210208,0.0002759493,0.9990917,0.00000763343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001003843,0.001121119,0.001268257,0.2222699,0.3471119,0.0007952868,0.03063865,0.007596442,0.3881947],"genre_scores_gemma":[0.005577161,0.001002295,0.0008089419,0.2330617,0.0561524,0.0005153219,0.01032431,0.002610487,0.6899474],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4440351,"threshold_uncertainty_score":0.7930165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651945106564036,"score_gpt":0.2787614837128978,"score_spread":0.2522420326472574,"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."}}