{"id":"W4405096949","doi":"10.1007/s11356-024-35635-2","title":"Evolution of research on air emissions from agricultural activities: A comprehensive review","year":2024,"lang":"en","type":"review","venue":"Environmental Science and Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Institut de Recherche et de Développement en Agroenvironnement","funders":"Natural Sciences and Engineering Research Council of Canada; Agrivita Canada","keywords":"Agriculture; Environmental science; Manure; Pollutant; Deforestation (computer science); Biodiversity; Manure management; Livestock; Agricultural productivity; Environmental protection; Environmental planning; Natural resource economics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001926957,0.001138703,0.002628261,0.005591452,0.0002860645,0.001801817,0.001080845,0.00142165,0.00360152],"category_scores_gemma":[0.003123709,0.0004458119,0.001572595,0.00802686,0.0005336448,0.001999862,0.001189197,0.001467109,0.0008446283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022241,"about_ca_system_score_gemma":0.003865096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783085,"about_ca_topic_score_gemma":0.006549927,"domain_scores_codex":[0.9992958,0.0001272133,0.0001483676,0.0001539158,0.0002237993,0.00005091904],"domain_scores_gemma":[0.9975775,0.001564263,0.0003297735,0.00004331516,0.00039863,0.00008659468],"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":[0.0001489028,0.00007304797,0.000640791,0.1655234,0.0007936364,0.000180203,0.0001339571,0.0004170122,0.001864651,0.002104672,0.02216818,0.8059515],"study_design_scores_gemma":[0.00005423824,0.0001692307,0.004022063,0.05468966,0.002755418,0.0008506986,0.000239466,0.0001200059,0.0006224043,0.00188398,0.9345272,0.00006559098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007062163,0.9994987,0.00003878702,0.0001373497,0.00007264291,0.000003015168,0.00003650674,0.000002166515,0.0001402334],"genre_scores_gemma":[0.0002950541,0.9993684,0.00008168298,0.0001133501,0.00006085761,0.000002716992,0.00002726886,6.005752e-7,0.00005012962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944085,"threshold_uncertainty_score":0.0120483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2420183161186713,"score_gpt":0.4969738634087784,"score_spread":0.2549555472901071,"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."}}