{"id":"W4386315790","doi":"10.5194/egusphere-2023-1039-ac1","title":"Reply on RC1","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":"Population; Sulfate; Environmental science; Pollution; Total organic carbon; Environmental chemistry; Geography; Atmospheric sciences; Chemistry; Geology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003305393,0.001021893,0.00126013,0.001368497,0.003307592,0.005209991,0.004136324,0.02940571,0.163479],"category_scores_gemma":[0.03651691,0.0006984899,0.001587128,0.001028082,0.002584249,0.004791269,0.003147111,0.02588083,0.1311599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004180691,"about_ca_system_score_gemma":0.005041612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009872031,"about_ca_topic_score_gemma":0.01132543,"domain_scores_codex":[0.9967657,0.0005565846,0.0003253735,0.0006001095,0.001241877,0.0005104386],"domain_scores_gemma":[0.989,0.002982376,0.0003796923,0.0006542718,0.005283227,0.001700326],"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":[0.000005667213,0.000002641629,0.00002502677,0.00001288142,0.000001166581,0.00003519787,0.000008711885,0.000002933927,0.00001162081,0.0002272631,0.9979436,0.00172335],"study_design_scores_gemma":[0.00001060202,0.000006564201,0.0001635184,0.00006618554,0.000002815519,0.00007397091,0.00006995601,0.00001829573,0.00004881174,0.0004921313,0.9990366,0.00001066287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001547959,0.001565384,0.0001873542,0.802131,0.1706213,0.00009376715,0.000560526,0.0003453561,0.02434046],"genre_scores_gemma":[0.001620962,0.0009999193,0.0002064538,0.8491116,0.05329314,0.0001571466,0.0002323424,0.0001843665,0.09419419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.163479,"threshold_uncertainty_score":0.5468918,"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."}}