{"id":"W4366829811","doi":"10.1680/jenes.22.00096","title":"A review of the enhanced degradation of pesticides in tropical agricultural soils","year":2023,"lang":"en","type":"review","venue":"Journal of Environmental Engineering and Science","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biostimulation; Pesticide; Bioaugmentation; Bioremediation; Environmental chemistry; Pesticide degradation; Environmental science; Biodegradation; Microbial biodegradation; Soil water; Microorganism; Contamination; Chemistry; Ecology; Biology; Soil science; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000445636,0.00107113,0.001378773,0.004166877,0.0003128332,0.0009054646,0.0006879384,0.0007720469,0.004327559],"category_scores_gemma":[0.0008222411,0.000378852,0.0007500091,0.004806763,0.0002752261,0.001172025,0.0004858875,0.0008658824,0.001405937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005202896,"about_ca_system_score_gemma":0.001469772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883727,"about_ca_topic_score_gemma":0.00302179,"domain_scores_codex":[0.9997348,0.00003748891,0.00005689437,0.00005031154,0.00009888018,0.00002162828],"domain_scores_gemma":[0.9995428,0.0002129319,0.00008747615,0.00001149268,0.0001178349,0.00002752454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009319113,0.0001095048,0.0002471851,0.1280408,0.000204898,0.0002854904,0.0001426608,0.0005237134,0.004775442,0.002372313,0.02732824,0.8358765],"study_design_scores_gemma":[0.00001175657,0.0001766208,0.001720669,0.01487369,0.0003262803,0.001248932,0.00008711572,0.00007654999,0.001280075,0.0007424419,0.9794275,0.00002848654],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002098445,0.9983499,0.0001163458,0.00009399078,0.0001417048,0.000008098383,0.00005599497,0.000007775166,0.001016384],"genre_scores_gemma":[0.000609859,0.9986681,0.0001767771,0.00006359784,0.00005680478,0.000005988322,0.00004343266,0.000001416133,0.0003741483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004327559,"threshold_uncertainty_score":0.01447713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881528066726943,"score_gpt":0.2519315958975744,"score_spread":0.233116315230305,"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."}}