{"id":"W4386318300","doi":"10.5194/egusphere-2023-1039-ac2","title":"Reply on RC2","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":"Université de Montréal","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; Air pollution; Geography; Atmospheric sciences; Chemistry; Meteorology; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002833862,0.0009905838,0.001116319,0.001248497,0.003033996,0.005055876,0.003668129,0.02563942,0.1617543],"category_scores_gemma":[0.02988794,0.0006030133,0.001476347,0.0009054289,0.002345525,0.004475081,0.002908375,0.02300306,0.1240514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665093,"about_ca_system_score_gemma":0.004330464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008957219,"about_ca_topic_score_gemma":0.01055644,"domain_scores_codex":[0.9972324,0.0004586586,0.0002593431,0.0005282739,0.00109194,0.0004294304],"domain_scores_gemma":[0.9915996,0.002234553,0.0002884116,0.0005446722,0.00392602,0.001406717],"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":[0.000006484554,0.00000286216,0.00002686638,0.0000120176,0.000001268066,0.00004096793,0.000008276102,0.000003416745,0.00001421468,0.0002496528,0.9977742,0.001859701],"study_design_scores_gemma":[0.000009802009,0.000005758706,0.0001455084,0.00005037947,0.000002589839,0.00007151856,0.00006078715,0.00002001655,0.00005291992,0.0004640395,0.9991074,0.000009252571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001880355,0.001585103,0.000222734,0.7543852,0.214258,0.00009804079,0.0006014336,0.0003957734,0.02826572],"genre_scores_gemma":[0.001994765,0.001049206,0.0002332851,0.8086953,0.06668502,0.0001636806,0.0002480433,0.000229206,0.1207016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8382457,"threshold_uncertainty_score":0.541122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459045660895278,"score_gpt":0.4001554405300494,"score_spread":0.2542508744405216,"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."}}