{"id":"W4309997944","doi":"10.5194/acp-2022-455-ac2","title":"Reply on RC2","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; Air pollution; Population; Outflow; Pollution; Geography; Atmospheric sciences; Environmental protection; Meteorology; Economic geography; Chemistry; Economy","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":[0.002462167,0.000992948,0.00110082,0.001024249,0.002830497,0.004366269,0.00329456,0.02308902,0.162603],"category_scores_gemma":[0.02657793,0.0005766964,0.001459774,0.0007683142,0.002107618,0.004134498,0.002691947,0.02314611,0.1233812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178508,"about_ca_system_score_gemma":0.003121326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006801686,"about_ca_topic_score_gemma":0.007678824,"domain_scores_codex":[0.9976872,0.0004125671,0.0002370183,0.0004662406,0.0008253368,0.0003716279],"domain_scores_gemma":[0.9943221,0.001798523,0.0002150779,0.0004076733,0.002345847,0.0009107454],"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":[0.000009296353,0.000003537416,0.00002740061,0.00001394785,0.000001542453,0.00005928926,0.00001025104,0.000004502519,0.00001768101,0.000285976,0.9974936,0.002073009],"study_design_scores_gemma":[0.00001062913,0.000007090674,0.000139628,0.00005364768,0.00000282068,0.00007727616,0.00006047564,0.00002261308,0.00005923505,0.0004942272,0.9990633,0.000009141843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002309832,0.001746855,0.0002496921,0.7220556,0.2447533,0.0001147015,0.0006262236,0.0004518505,0.0297709],"genre_scores_gemma":[0.002326349,0.001068222,0.0002224042,0.797524,0.06666748,0.0001740262,0.0002311928,0.0002530777,0.1315332],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.837397,"threshold_uncertainty_score":0.5439613,"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."}}