{"id":"W4380051028","doi":"10.1111/1365-2664.14437","title":"Pesticide effects on soil fauna communities—A meta‐analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Deutsche Forschungsgemeinschaft; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; British Ecological Society; European Commission; Biodiversa+; Ecological Society of America","keywords":"Biodiversity; Fauna; Species richness; Soil biology; Ecology; Abundance (ecology); Biomass (ecology); Ecosystem; Environmental science; Soil biodiversity; Pesticide; Invertebrate; Ecosystem services; Biology; Soil organic matter; Soil water","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000549367,0.000193477,0.0008052288,0.0002087991,0.0002268463,0.00001475565,0.0003459365,0.00008983658,0.005221454],"category_scores_gemma":[0.00001952679,0.0001499738,0.0004485517,0.0005651822,0.0002110116,0.00006391726,0.0002803638,0.0003270243,0.001823896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654589,"about_ca_system_score_gemma":0.000006282903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009446272,"about_ca_topic_score_gemma":0.0008994017,"domain_scores_codex":[0.9986933,0.00008857824,0.0003626468,0.000145956,0.0003416317,0.0003678614],"domain_scores_gemma":[0.9984459,0.0009166799,0.0002995667,0.000211342,0.000005366315,0.0001211736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005051655,0.0006652697,0.1098008,0.00005594654,0.1024652,0.0007244934,0.003946805,0.7024523,0.01185355,0.0008638119,0.06175196,0.004914657],"study_design_scores_gemma":[0.0008556981,0.0008502832,0.9341409,0.000003070588,0.04930992,0.00002354381,0.00116255,0.0005183209,0.003550278,0.003965592,0.005247267,0.0003726339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818685,0.00006576928,0.00009198346,0.001060949,0.0001118814,0.0001195231,0.00000316927,0.00002954034,0.01664868],"genre_scores_gemma":[0.9973332,0.0001099926,0.0002247819,0.001889722,0.00006466997,0.00002675596,0.000002973566,0.00001559404,0.0003323304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.82434,"threshold_uncertainty_score":0.9989533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412935229757684,"score_gpt":0.2497373216987917,"score_spread":0.2256079694012149,"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."}}