{"id":"W6921722126","doi":"10.1021/acs.est.0c06834.s001","title":"Impacts of Soil NO<sub><i>x</i></sub> Emission\\non O<sub>3</sub> Air Quality in Rural California","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Soil water; Air pollution; Soil quality; Human health; Environmental quality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001024393,0.002017093,0.002512523,0.001014022,0.001171817,0.0005341388,0.002094824,0.001589624,0.0539456],"category_scores_gemma":[0.003369933,0.002049593,0.001055864,0.0008043528,0.0005944514,0.001235231,0.001914751,0.001957424,0.006635926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113782,"about_ca_system_score_gemma":0.0007335217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124051,"about_ca_topic_score_gemma":0.005602397,"domain_scores_codex":[0.9888126,0.0007165382,0.003025427,0.002354514,0.002130834,0.002960126],"domain_scores_gemma":[0.9925039,0.0008798624,0.001961553,0.002949517,0.0006733115,0.00103181],"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":[0.0003280067,0.001044744,0.001178677,0.0017425,0.0004197109,0.0006807809,0.005035506,0.0002405678,0.3461913,0.002559288,0.6366987,0.003880137],"study_design_scores_gemma":[0.004113779,0.0005577803,0.02566876,0.006505469,0.0002522758,0.0001207637,0.001088632,0.001054585,0.09471062,0.0007434079,0.8618538,0.003330172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120563,0.007668625,0.000007994952,0.001097463,0.001049868,0.001713032,0.1559008,0.001299744,0.01920623],"genre_scores_gemma":[0.9422539,0.0004288385,0.000130731,0.0009860016,0.001415091,0.0005823523,0.04841859,0.0004429527,0.005341555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514807,"threshold_uncertainty_score":0.9997065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936509541448,"score_gpt":0.2430771539470998,"score_spread":0.2137120585326198,"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."}}