{"id":"W6940572583","doi":"10.1021/es4024145.s001","title":"Attainment\\nvs Exposure: Ozone Metric Responses to\\nSource-Specific NO&lt;i&gt;&lt;sub&gt;x&lt;/sub&gt;&lt;/i&gt; Controls Using Adjoint\\nSensitivity Analysis","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metric (unit); Tonne; Reduction (mathematics); Remainder; Air pollution; Baseline (sea); Probabilistic logic","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":[],"consensus_categories":[],"category_scores_codex":[0.0007601565,0.0003247329,0.0002085271,0.0003367942,0.0001416797,0.0005329591,0.0003208765,0.0003339868,0.002730601],"category_scores_gemma":[0.002632009,0.0001358463,0.0006468173,0.0002669557,0.0002986404,0.0002508149,0.0006656931,0.0006054548,0.0002928667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007216072,"about_ca_system_score_gemma":0.0006939724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0690399,"about_ca_topic_score_gemma":0.0502332,"domain_scores_codex":[0.9993783,0.0001431155,0.00002158752,0.0002014094,0.0001693591,0.00008609264],"domain_scores_gemma":[0.9988367,0.0004674607,0.0002202439,0.0001475973,0.0001789771,0.0001490012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001591101,0.0007359192,0.8129222,0.00009993172,0.0007264942,0.0001686019,0.0005802308,0.1178725,0.03122423,0.005449397,0.003237194,0.02539211],"study_design_scores_gemma":[0.00002041603,0.0004449265,0.9245864,0.000008845736,0.00009746522,0.00003642756,0.0003675974,0.06632417,0.004946432,0.001435995,0.001703477,0.00002784102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914461,0.00002506866,0.003663115,0.0001231916,0.00001401043,0.00002328177,0.001228994,0.00009332506,0.003382772],"genre_scores_gemma":[0.9975732,0.00001033491,0.000353974,0.00002368526,0.000002587342,0.00001238536,0.00093564,0.000007963778,0.001080213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0690399,"threshold_uncertainty_score":0.1372761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502918808043638,"score_gpt":0.2337302955274423,"score_spread":0.1987011074470059,"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."}}