{"id":"W4231677753","doi":"10.5194/acp-2021-278-rc1","title":"Comment on acp-2021-278","year":2021,"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":"York University","funders":"Earth System Sciences Organization, Ministry of Earth Sciences; National Physical Laboratory; Natural Environment Research Council; Ministry of Earth Sciences","keywords":"Span (engineering); Ozone; Meteorology; Physics; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002298641,0.001275405,0.001361393,0.00137996,0.004912412,0.005458674,0.00370955,0.0420341,0.3025457],"category_scores_gemma":[0.01950178,0.0007328912,0.002002659,0.002095775,0.00209472,0.003403551,0.002486721,0.01985917,0.2856159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005236315,"about_ca_system_score_gemma":0.006127245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05179248,"about_ca_topic_score_gemma":0.05018559,"domain_scores_codex":[0.9973866,0.0001875755,0.0002140576,0.0002952305,0.001303786,0.0006126837],"domain_scores_gemma":[0.9941869,0.001322767,0.0002344974,0.0004066477,0.002919317,0.0009298314],"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":[0.00001637675,0.000009383555,0.00003971559,0.00002400223,0.000001102482,0.00006532257,0.000008195986,0.000006631005,0.00002417085,0.0003738881,0.9975069,0.00192438],"study_design_scores_gemma":[0.00001906926,0.00001138771,0.0003957036,0.0000772789,0.000002260393,0.00002417067,0.00004510429,0.00002943087,0.00004635997,0.0004896171,0.99885,0.000009662658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004638431,0.001146339,0.0003809914,0.4306378,0.2641464,0.0006818667,0.005283146,0.002090078,0.2951694],"genre_scores_gemma":[0.001785088,0.0005860373,0.0002379394,0.4708719,0.03078143,0.0005609073,0.001332553,0.0004407659,0.4934034],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3025457,"threshold_uncertainty_score":0.9948339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06816261034141465,"score_gpt":0.3250289181033832,"score_spread":0.2568663077619686,"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."}}