{"id":"W4313857359","doi":"10.1002/etc.5558","title":"Season-Long Simplification of Insect Communities in Dung From Cattle Treated With an Extended-Release Formulation of the Parasiticide Eprinomectin","year":2023,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Helminth infection and control","field":"Veterinary","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Insect; Grazing; Dung beetle; Livestock; Muscidae; Animal science; Agronomy; Zoology; Ecology; Scarabaeidae","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009790082,0.0002296658,0.0003344835,0.0001867156,0.0002049209,0.0003071413,0.0001329445,0.000225348,0.001102708],"category_scores_gemma":[0.0001686693,0.0001416043,0.0002425464,0.0001064672,0.0001838855,0.0001508019,0.0001553958,0.0004119618,0.0001344086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858952,"about_ca_system_score_gemma":0.0001452897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553673,"about_ca_topic_score_gemma":0.006719201,"domain_scores_codex":[0.9998553,0.00001720983,0.000007188473,0.00003776018,0.000030158,0.00005246723],"domain_scores_gemma":[0.9998293,0.00002764303,0.00004750947,0.00001073458,0.00002336754,0.00006143594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002013924,0.0002248427,0.008207991,0.0000443492,0.00002297609,0.0001034646,0.0001166415,0.00003741825,0.9863842,0.000007994363,0.00003107325,0.002805158],"study_design_scores_gemma":[0.0000701397,0.0124937,0.6826129,0.00001638691,0.0001014087,0.0004146742,0.0007150644,0.0005932693,0.3018733,0.00002365151,0.001065077,0.00002040541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996729,0.00006270539,0.00003921673,0.000006984389,0.000002786466,0.000003805362,0.00006800274,0.000001780524,0.0001418368],"genre_scores_gemma":[0.9979405,0.0001004405,0.0002318781,0.00003811972,0.000004230491,0.00001425635,0.0003720001,0.000002907296,0.001295687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553673,"threshold_uncertainty_score":0.00507766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744618612391187,"score_gpt":0.2680761743611829,"score_spread":0.2406299882372711,"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."}}