{"id":"W2381200746","doi":"","title":"Research Progress of Atmospheric Environmental Management Models","year":2007,"lang":"en","type":"article","venue":"Industrial Safety and Environmental Protection","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"AERMOD; Environmental science; Atmospheric dispersion modeling; Atmospheric research; Atmospheric emissions; Meteorology; Air pollution; Atmospheric sciences; Geography; Chemistry; Geology","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":[0.00264166,0.0009341313,0.0008804951,0.001335174,0.000721317,0.002752114,0.002296539,0.00125727,0.003016296],"category_scores_gemma":[0.004742604,0.0004742377,0.001476974,0.002649297,0.0008691789,0.004959364,0.001602356,0.002905016,0.00110544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943879,"about_ca_system_score_gemma":0.002756361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661988,"about_ca_topic_score_gemma":0.004545747,"domain_scores_codex":[0.9982993,0.0003989247,0.00008628607,0.0003754672,0.0007568345,0.00008315257],"domain_scores_gemma":[0.9979747,0.000655268,0.0001177228,0.0002455543,0.0009265981,0.00008006265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005111459,0.00008815384,0.005228601,0.001046372,0.0002038988,0.0001624531,0.0002588767,0.2880241,0.001771909,0.3013824,0.03004665,0.3717355],"study_design_scores_gemma":[0.00002769869,0.00004443859,0.00176803,0.0003080833,0.0001197303,0.0001509268,0.0001780806,0.5942505,0.001853958,0.117122,0.2840975,0.0000791068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03630825,0.2264334,0.5604138,0.01971248,0.004160512,0.0001430267,0.001864713,0.001803585,0.1491603],"genre_scores_gemma":[0.4925849,0.2685497,0.1930414,0.002342687,0.005978716,0.0002130818,0.004481339,0.0007784849,0.03202973],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01661988,"threshold_uncertainty_score":0.03304631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884947377751128,"score_gpt":0.2316349814126821,"score_spread":0.1827855076351708,"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."}}