{"id":"W4382793052","doi":"10.5194/egusphere-2023-1039-rc2","title":"Comment on egusphere-2023-1039","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; European Commission","keywords":"Environmental science; Population; Sulfate; Environmental chemistry; Pollution; Total organic carbon; Aerosol; Geography; Chemistry; Atmospheric sciences; Meteorology; Physics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001830591,0.0009939455,0.0008807917,0.001311457,0.003014326,0.003845771,0.002368191,0.01824422,0.3456862],"category_scores_gemma":[0.01086185,0.0004771781,0.001514529,0.001414152,0.001606271,0.00254321,0.002157488,0.009378478,0.2486082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331134,"about_ca_system_score_gemma":0.003168757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03756012,"about_ca_topic_score_gemma":0.04006753,"domain_scores_codex":[0.9983203,0.000105263,0.0001321737,0.0001694676,0.0009776771,0.0002950971],"domain_scores_gemma":[0.9959913,0.0007486543,0.0001577788,0.0003451644,0.002163976,0.0005931365],"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":[0.00002273462,0.000009676757,0.00005296969,0.00002862779,0.000001498693,0.0000622942,0.000007932224,0.000007128011,0.00005602104,0.0003791105,0.9964722,0.002899744],"study_design_scores_gemma":[0.000016616,0.000008029349,0.0002742962,0.00005442002,0.000001838002,0.00001619474,0.0000279777,0.00002018182,0.00008418439,0.0002769968,0.9992123,0.000006866996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005760117,0.00124526,0.0006398089,0.3105677,0.4374526,0.0006052013,0.008236587,0.002825609,0.2378511],"genre_scores_gemma":[0.002858396,0.0009722978,0.0004671823,0.3261825,0.06250022,0.0002965717,0.00246711,0.0008987839,0.603357],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3456862,"threshold_uncertainty_score":0.9332992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176367362646898,"score_gpt":0.3813832007733915,"score_spread":0.2637464645087017,"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."}}