{"id":"W4316511313","doi":"10.5194/acp-2022-474-ac1","title":"Reply to RC1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Space Agency","keywords":"Megacity; Environmental science; Atmospheric sciences; Carbon dioxide; Troposphere; Emission inventory; Population; Nitrogen dioxide; Greenhouse gas; Observatory; Meteorology; Climatology; Geography; Air quality index; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006061266,0.001044328,0.001240496,0.001388723,0.003304429,0.005650692,0.003151847,0.02515912,0.0398463],"category_scores_gemma":[0.06515086,0.0006563807,0.001095523,0.001245056,0.003517727,0.006103628,0.002498989,0.02956223,0.03649459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004864499,"about_ca_system_score_gemma":0.007121735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00849527,"about_ca_topic_score_gemma":0.00777718,"domain_scores_codex":[0.9949322,0.001023069,0.0005593337,0.0009923966,0.001831946,0.0006609224],"domain_scores_gemma":[0.9792081,0.006513814,0.0008157533,0.001256453,0.009742088,0.002463869],"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":[0.0000104146,0.00000346626,0.00005828382,0.00002786335,0.00000342297,0.00006547917,0.00003652139,0.000007195166,0.00002728596,0.0005372518,0.9964805,0.002742343],"study_design_scores_gemma":[0.000008982754,0.00000671314,0.0002492367,0.00007213253,0.000004735606,0.0001485717,0.0001246298,0.00002274891,0.00008902346,0.0007646615,0.9984925,0.00001606318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000143928,0.002175999,0.0001184637,0.8823621,0.1105913,0.00002283426,0.000138578,0.00008760307,0.004359136],"genre_scores_gemma":[0.003235836,0.002063083,0.000230224,0.8922932,0.06792223,0.00009272002,0.0001147815,0.0001606766,0.03388724],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9601537,"threshold_uncertainty_score":0.1332992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695257248006492,"score_gpt":0.2563198662647951,"score_spread":0.2393672937847302,"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."}}