{"id":"W4324138010","doi":"10.5194/acp-2023-3-rc1","title":"Comment on acp-2023-3","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Alexander von Humboldt-Stiftung; California Air Resources Board","keywords":"San Joaquin; Eddy covariance; Emission inventory; Air quality index; Air pollution; Environmental science; Flux (metallurgy); Ozone; Atmospheric sciences; Soil water; Nitrogen oxides; Meteorology; Chemistry; Physics; Ecosystem; Soil science; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002118761,0.001136394,0.001209019,0.001214947,0.003457428,0.005984839,0.003370288,0.02879864,0.337076],"category_scores_gemma":[0.0145473,0.0005791186,0.001807102,0.001982001,0.001738517,0.002740683,0.001691773,0.01384053,0.318731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003800639,"about_ca_system_score_gemma":0.004927434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03561793,"about_ca_topic_score_gemma":0.03489416,"domain_scores_codex":[0.9978592,0.0001392824,0.0001609983,0.0002265562,0.00113956,0.0004744103],"domain_scores_gemma":[0.9943973,0.001076583,0.0002021828,0.0005005204,0.0030754,0.000747976],"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":[0.00001765524,0.00001042817,0.00003858209,0.00002624434,0.000001241516,0.00004795958,0.000005371405,0.000008719807,0.00003565944,0.0002904011,0.997308,0.002209732],"study_design_scores_gemma":[0.00002975353,0.0000121625,0.000478972,0.0000716666,0.000002759092,0.00002291922,0.00002965633,0.00003887534,0.0000793485,0.0003950424,0.9988286,0.00001028539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0005841004,0.00120628,0.0007107098,0.2653714,0.3351249,0.00109444,0.01155859,0.003800293,0.3805493],"genre_scores_gemma":[0.003276104,0.0009175438,0.0005683983,0.2909269,0.05328253,0.0008620759,0.003183309,0.0009105259,0.6460726],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.337076,"threshold_uncertainty_score":0.9455806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070698412003858,"score_gpt":0.2951317795519534,"score_spread":0.2544247954319148,"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."}}