{"id":"W3141713254","doi":"","title":"Air quality management","year":2000,"lang":"en","type":"book","venue":"UWE Research Repository (UWE Bristol)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Air pollution; Quality management; Environmental planning; Pollution; Environmental science; Quality (philosophy); Environmental resource management; Geography; Operations management; Management system; Engineering; Meteorology","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":[0.0006798471,0.0005401071,0.0004069182,0.0008225769,0.0008877161,0.002864266,0.000756846,0.001096244,0.04916343],"category_scores_gemma":[0.000951121,0.0002109424,0.0003611537,0.001427728,0.0004205744,0.00111576,0.001229709,0.001150402,0.03073543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058394,"about_ca_system_score_gemma":0.002563977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665521,"about_ca_topic_score_gemma":0.02652078,"domain_scores_codex":[0.9990901,0.00008810801,0.00004906223,0.0001528751,0.0005486371,0.00007132925],"domain_scores_gemma":[0.9996579,0.00003126755,0.00001818027,0.00005249165,0.0002118381,0.00002824209],"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":[0.00002075992,0.00004695062,0.000235899,0.0002697772,0.000006466103,0.00003876577,0.000141053,0.0007637325,0.0008404411,0.05497224,0.5427619,0.399902],"study_design_scores_gemma":[0.000001622192,0.000007135766,0.0002797585,0.0000584325,0.00000146329,0.0000213245,0.00001916132,0.000147535,0.0001461665,0.001907673,0.997408,0.000001815226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007508155,0.01723768,0.006299425,0.004305872,0.002716697,0.0001182494,0.0009120734,0.0005909131,0.9670683],"genre_scores_gemma":[0.01045671,0.01086636,0.004131347,0.00161934,0.0005110113,0.00005558701,0.0008021683,0.0001293639,0.9714281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04916343,"threshold_uncertainty_score":0.1644681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406737008571031,"score_gpt":0.3230182851057712,"score_spread":0.2823445842486681,"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."}}