{"id":"W4408293929","doi":"10.3390/f16030479","title":"The Impact of Meteorological Factors and Canopy Structure on PM2.5 Dynamics Under Different Urban Functional Zones in a Subtropical City","year":2025,"lang":"en","type":"article","venue":"Forests","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Subtropics; Canopy; Environmental science; Atmospheric sciences; Geography; Climatology; Meteorology; Ecology; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013264,0.0002598344,0.0002349053,0.0006480523,0.0003854542,0.0005361685,0.0002403352,0.0002227716,0.0004369879],"category_scores_gemma":[0.0002577372,0.0001446671,0.000421714,0.0008626609,0.0002995661,0.0002407553,0.000447098,0.0001693227,0.00008705532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007333,"about_ca_system_score_gemma":0.0003018251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04589441,"about_ca_topic_score_gemma":0.07272287,"domain_scores_codex":[0.9998587,0.00001966656,0.00001091678,0.00004254686,0.0000304701,0.00003760047],"domain_scores_gemma":[0.9998088,0.00002079866,0.0000479772,0.00001633131,0.0000540386,0.0000520444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043017,0.00004193552,0.9905313,0.00002280956,0.0001059198,0.0002301407,0.0006471745,0.0006727381,0.003804039,0.00004482712,0.0001211095,0.003673688],"study_design_scores_gemma":[8.077906e-7,0.000006820802,0.9991823,0.000001106863,0.00001208307,0.0000218213,0.0003276251,0.0003205476,0.00006818093,0.000006331965,0.00005003623,0.000002229475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999651,0.00003457186,0.00004515221,0.00001103045,0.000001316019,0.000001849968,0.00007738615,0.000002579627,0.0001751478],"genre_scores_gemma":[0.9996775,0.00003317806,0.00004151218,0.000006448468,0.000003263822,0.000002407257,0.0001557893,0.000001139158,0.00007882326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04589441,"threshold_uncertainty_score":0.09125453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829230394916048,"score_gpt":0.3042910328110826,"score_spread":0.2759987288619221,"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."}}