{"id":"W4387805758","doi":"10.1093/tas/txad121","title":"Partial replacement of soybean meal with full-fat black soldier fly larvae meal in plant-based nursery diets did not influence fecal<i>Escherichia coli</i>colony forming units or improve fecal consistency when pigs were weaned into non-disinfected pens","year":2023,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Soybean meal; Feces; Weaning; Biology; Meal; Animal science; Escherichia coli; Food science; Microbiology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0008096978,0.000292531,0.0003537486,0.00009084716,0.0005344687,0.00009960944,0.0004051117,0.0001292323,0.0001717723],"category_scores_gemma":[0.00020437,0.0001397335,0.00007395326,0.001924667,0.000803499,0.000485555,0.00005783747,0.000216809,0.00002221225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007429707,"about_ca_system_score_gemma":0.0003722016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008394439,"about_ca_topic_score_gemma":0.009033536,"domain_scores_codex":[0.9970027,0.0001226096,0.0005437662,0.0006565853,0.0009886444,0.000685673],"domain_scores_gemma":[0.998569,0.0005343764,0.0002081966,0.0001003582,0.0003493023,0.0002387313],"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":[0.003808526,0.0001770377,0.02167235,0.00005587759,0.00001255759,0.00002296385,0.001239488,0.0008473427,0.9708206,0.0006699639,0.0000499183,0.0006233409],"study_design_scores_gemma":[0.002123046,0.003783448,0.8489364,0.0002559047,0.00004028547,0.000008315932,0.0004752077,0.06678847,0.07651927,0.0001960797,0.0002564177,0.0006171312],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973274,0.000005466368,0.00005094759,0.001180469,0.00009169124,0.0007522998,0.0001636776,0.00009654493,0.000331443],"genre_scores_gemma":[0.9990335,0.000003657309,0.00028479,0.000348195,0.00007136711,0.00004651851,0.000162574,0.000004230128,0.00004518952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8943014,"threshold_uncertainty_score":0.5698166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687743327831266,"score_gpt":0.2469950012537937,"score_spread":0.2201175679754811,"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."}}