{"id":"W4220921719","doi":"10.5194/egusphere-2022-5-ac2","title":"Reply on CC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental science; Atmosphere (unit); Global warming; Atmospheric sciences; Sensible heat; Climate change; Carbon dioxide; Climatology; Greenhouse gas; Atmospheric temperature; Carbon dioxide in Earth's atmosphere; Meteorology; Geography; Chemistry; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002565147,0.0008876577,0.0009921214,0.001018321,0.00222698,0.003331591,0.00218365,0.01954384,0.09270299],"category_scores_gemma":[0.02243431,0.0003788536,0.001227286,0.0008856567,0.002008948,0.003209162,0.00185843,0.0171247,0.0649316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068544,"about_ca_system_score_gemma":0.00319343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006540736,"about_ca_topic_score_gemma":0.007302892,"domain_scores_codex":[0.9979008,0.0003340119,0.000255473,0.0003442171,0.0008366571,0.0003287899],"domain_scores_gemma":[0.994911,0.001511119,0.0002056612,0.0003114196,0.002202732,0.000858127],"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":[0.0000154554,0.000004851116,0.00006459666,0.00002470331,0.000002215872,0.000093232,0.00001020702,0.000007341157,0.00003210864,0.0004113245,0.9966171,0.002716761],"study_design_scores_gemma":[0.00001242661,0.000008216309,0.0002687756,0.00006656489,0.000003150235,0.0001093084,0.00004841872,0.00002767736,0.0000688197,0.0005600961,0.9988146,0.00001191374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003257413,0.002274536,0.0001946057,0.6346195,0.3402927,0.00009817589,0.0005616393,0.0002440746,0.0213891],"genre_scores_gemma":[0.003688192,0.002307476,0.0002313278,0.7430623,0.1483117,0.000200591,0.0003801682,0.0001986761,0.1016197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09270299,"threshold_uncertainty_score":0.3101224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250504058946214,"score_gpt":0.3179354561502603,"score_spread":0.2554304155607981,"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."}}