{"id":"W4309998077","doi":"10.5194/acp-2022-455-ac1","title":"Reply on RC1","year":2022,"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":"","keywords":"Megacity; Context (archaeology); Environmental science; Greenhouse gas; Urban agglomeration; Population; Air pollution; Outflow; Pollution; Geography; Isoprene; Peninsula; Atmospheric sciences; Environmental protection; Meteorology; Economic geography; Economy; Chemistry; Oceanography; Ecology; Geology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.003228781,0.001219465,0.001509536,0.00113309,0.003192357,0.00467212,0.004096623,0.02928231,0.1075999],"category_scores_gemma":[0.03151103,0.0006569846,0.001817537,0.0009206706,0.002909912,0.005068677,0.002964746,0.03125262,0.08148135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004028586,"about_ca_system_score_gemma":0.004464549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007416524,"about_ca_topic_score_gemma":0.008275854,"domain_scores_codex":[0.9967433,0.000599251,0.0003723667,0.0006991841,0.001104596,0.0004814201],"domain_scores_gemma":[0.9934516,0.002152498,0.0002703638,0.0004661107,0.002587303,0.001072076],"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":[0.0000115388,0.000004866603,0.00003832516,0.00002361282,0.000002347373,0.00009981819,0.00001587182,0.000006005076,0.00002079639,0.0003624166,0.9969073,0.002507058],"study_design_scores_gemma":[0.00001350067,0.000009976654,0.0001808249,0.00009478223,0.000003864167,0.0001408073,0.00007602302,0.00002091082,0.00005587962,0.0005796934,0.9988104,0.00001337325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002036365,0.002834584,0.000176855,0.7437665,0.2360652,0.0000947883,0.0004104297,0.0002648214,0.01618323],"genre_scores_gemma":[0.001744493,0.001710433,0.0001897505,0.8630082,0.06921147,0.0001622813,0.000183111,0.0001396271,0.06365066],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8924001,"threshold_uncertainty_score":0.3599574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059357319813885,"score_gpt":0.3804176707175071,"score_spread":0.2744819387361186,"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."}}