{"id":"W4390367097","doi":"10.32802/asmscj.2023.1440","title":"Urban Pollution: A Bibliometric Review","year":2023,"lang":"en","type":"review","venue":"ASM Science Journal","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Scope (computer science); Environmental planning; Pollution; Geography; China; Environmental resource management; Environmental protection; Business; Regional science; Political science; Environmental science; Ecology; Computer science; MEDLINE","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007663535,0.001099645,0.003738133,0.09583811,0.001194865,0.003479006,0.001409287,0.0009959731,0.003823136],"category_scores_gemma":[0.0256756,0.0006925813,0.002445746,0.1226587,0.0008872566,0.003480686,0.002077656,0.0007170932,0.0006462991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003254194,"about_ca_system_score_gemma":0.01261562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167366,"about_ca_topic_score_gemma":0.01450065,"domain_scores_codex":[0.9925856,0.001729835,0.002152483,0.0006478633,0.002579786,0.0003045598],"domain_scores_gemma":[0.9756174,0.01582207,0.003285746,0.0005954505,0.004238743,0.0004405779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001538414,0.00007349389,0.01233394,0.4149565,0.003467388,0.0004600611,0.001014644,0.0005939864,0.0005340053,0.00410156,0.03611924,0.5261914],"study_design_scores_gemma":[0.00009828999,0.0002738578,0.09041666,0.3708277,0.02015452,0.002383865,0.00328025,0.001155311,0.001008735,0.00464176,0.5055779,0.000181173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003282151,0.9910648,0.0003900886,0.001183065,0.0002696653,0.0001095547,0.001423836,0.00004252389,0.002234361],"genre_scores_gemma":[0.01637691,0.980996,0.0007152176,0.0002304878,0.0002263457,0.000122895,0.001112185,0.00001162014,0.000208342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9041619,"threshold_uncertainty_score":0.04052913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755629310076952,"score_gpt":0.4140804118399362,"score_spread":0.2385174808322409,"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."}}