{"id":"W4239045698","doi":"10.5194/amt-2021-223-rc2","title":"Comment on amt-2021-223","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":"Government of Alberta; University of Saskatchewan; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Satellite; Air quality index; Plume; Span (engineering); Meteorology; Emission inventory; Air pollution; Atmospheric sciences; Troposphere; Atmosphere (unit); Sampling (signal processing); Remote sensing; Geography; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.002791377,0.0008111598,0.00094918,0.001203859,0.002732757,0.005123481,0.002367117,0.02105161,0.2779323],"category_scores_gemma":[0.01907766,0.0004116363,0.001746554,0.001379539,0.001359466,0.002728857,0.001996999,0.01019398,0.2368817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767759,"about_ca_system_score_gemma":0.003815942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051814,"about_ca_topic_score_gemma":0.02092557,"domain_scores_codex":[0.9980934,0.0001864949,0.0001565423,0.0002203251,0.0009698409,0.0003733273],"domain_scores_gemma":[0.9948733,0.001216242,0.0002664862,0.0003782079,0.002437697,0.000828042],"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":[0.00002491304,0.000007992669,0.00004878853,0.00002783194,0.000001214695,0.00005590709,0.000008686457,0.000008936147,0.0000463912,0.0005157675,0.9971492,0.002104492],"study_design_scores_gemma":[0.00001955119,0.0000140109,0.0003714762,0.00007294943,0.000002606054,0.00002473852,0.00002804461,0.00004462631,0.00007628924,0.0005453972,0.9987919,0.000008418473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007208177,0.001436414,0.001019554,0.4106211,0.3186249,0.0006109376,0.01544742,0.004323554,0.2471955],"genre_scores_gemma":[0.003845192,0.000978802,0.0006982103,0.5118835,0.05663332,0.000652088,0.005016592,0.001266376,0.4190259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2779323,"threshold_uncertainty_score":0.9297761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937216543012128,"score_gpt":0.2578237207806283,"score_spread":0.228451555350507,"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."}}