{"id":"W4390098948","doi":"10.5194/egusphere-2023-1362-ac1","title":"Comment on egusphere-2023-1362","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Met Office","keywords":"Environmental science; Atmospheric sciences; Environmental chemistry; Chemical transport model; Boundary layer; Radiative transfer; Observatory; Aerosol; Meteorology; Chemistry; Geography; Physics","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":[0.001625731,0.000879181,0.0008993924,0.001743531,0.002188344,0.004868057,0.001766694,0.00922699,0.6605197],"category_scores_gemma":[0.01133032,0.0004116024,0.001257512,0.001780158,0.0009256498,0.003095572,0.002600289,0.0048324,0.4694852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037071,"about_ca_system_score_gemma":0.002063119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588205,"about_ca_topic_score_gemma":0.01854544,"domain_scores_codex":[0.9987657,0.0000815419,0.00008776564,0.0001455722,0.0006741304,0.0002453077],"domain_scores_gemma":[0.9952743,0.000891597,0.0001969737,0.0004854112,0.00236689,0.0007848164],"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":[0.00002098961,0.000007105127,0.00003297255,0.00003644494,0.000001170469,0.00002668025,0.000005218995,0.000006398052,0.00003988903,0.0003022511,0.9966283,0.002892441],"study_design_scores_gemma":[0.00002112654,0.000007172815,0.0002701181,0.00006326858,0.000001582737,0.00001099581,0.00002000573,0.00001752636,0.00008240603,0.0002764183,0.9992228,0.000006626606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006082981,0.001252218,0.0009201476,0.1376449,0.3595248,0.0007098282,0.04085274,0.007408211,0.4510789],"genre_scores_gemma":[0.003678668,0.0009425228,0.000641345,0.1227441,0.0458146,0.0003819058,0.01226011,0.003263118,0.8102735],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6605197,"threshold_uncertainty_score":0.4842274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608026360641808,"score_gpt":0.2667222081777207,"score_spread":0.2306419445713026,"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."}}