{"id":"W4206994632","doi":"10.5194/acp-2021-791-rc1","title":"Comment on acp-2021-791","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"New York State Department of Environmental Conservation; National Oceanic and Atmospheric Administration; Connecticut Department of Energy and Environmental Protection; Yale University; U.S. Department of Energy","keywords":"Nitrogen; Ozone; Reactive nitrogen; Environmental chemistry; Chemistry; Atmosphere (unit); Sulfur; Organic chemistry; Meteorology; Physics","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":[0.00217141,0.001183923,0.001193415,0.001229565,0.003472711,0.003994913,0.003136853,0.0304744,0.2646543],"category_scores_gemma":[0.01689594,0.0006112971,0.00154516,0.001862602,0.001894644,0.002687074,0.001714077,0.01426714,0.2395625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809574,"about_ca_system_score_gemma":0.004285116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03015622,"about_ca_topic_score_gemma":0.02911345,"domain_scores_codex":[0.99793,0.0001394021,0.0001995114,0.0002343697,0.001101497,0.0003951503],"domain_scores_gemma":[0.9949672,0.001262805,0.0002267615,0.0004055911,0.002322113,0.0008155084],"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":[0.00002350446,0.00001298475,0.0000468812,0.00003109315,0.000001469945,0.00009480683,0.00000723662,0.000009658691,0.00004678491,0.0003404863,0.9960956,0.003289498],"study_design_scores_gemma":[0.00002731057,0.00001416655,0.0004219679,0.00007788143,0.000002510813,0.00003752004,0.00002999417,0.00004026265,0.0000826366,0.0004164814,0.9988394,0.000009934464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000617826,0.001471526,0.0005826698,0.3613548,0.3836961,0.0007466806,0.005032174,0.002677927,0.2438204],"genre_scores_gemma":[0.003213564,0.001202557,0.0005173351,0.4208885,0.07203546,0.0005960473,0.001767716,0.0006241452,0.4991546],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7353457,"threshold_uncertainty_score":0.885357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983201970670719,"score_gpt":0.2589720260364258,"score_spread":0.2291400063297186,"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."}}