{"id":"W4220946319","doi":"10.3390/toxins14030224","title":"Screening of Pig-Derived Zearalenone-Degrading Bacteria through the Zearalenone Challenge Model, and Their Degradation Characteristics","year":2022,"lang":"en","type":"article","venue":"Toxins","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; Natural Science Foundation of Heilongjiang Province","keywords":"Zearalenone; Toxicity; Microbiology; Bacteria; Proteus mirabilis; Bacillus subtilis; Degradation (telecommunications); Food science; Intracellular; Strain (injury); Biology; Chemistry; Biodegradation; Mycotoxin; 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":[0.0002469111,0.0001907849,0.0002582261,0.00001098471,0.0006650465,0.00004703648,0.0003447869,0.00006448273,0.0003258318],"category_scores_gemma":[0.00001855005,0.0000654939,0.00009032473,0.0002415606,0.00008563935,0.0001720684,0.0002697407,0.0002535203,0.00000242551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038534,"about_ca_system_score_gemma":0.000006565174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008988971,"about_ca_topic_score_gemma":0.00008923979,"domain_scores_codex":[0.9987982,0.0001376851,0.0002893776,0.0002871543,0.000217061,0.0002705026],"domain_scores_gemma":[0.9994694,0.0001330322,0.0001990374,0.0001093665,0.00003756734,0.00005162298],"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":[0.00006895459,0.0001589203,0.0004096013,0.00001476205,0.00004967827,0.000002202489,0.0030713,0.00006950038,0.9469581,0.002327997,0.0004089523,0.04646004],"study_design_scores_gemma":[0.003115107,0.007592361,0.4971043,0.0003857502,0.0004353255,0.0003972651,0.05160392,0.03585714,0.1293836,0.01531265,0.2542934,0.00451911],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958672,0.0004766298,0.0001547283,0.001800776,0.00009781195,0.0002851807,0.0002851707,0.00005981682,0.0009727199],"genre_scores_gemma":[0.9981984,0.0004003383,0.0004541719,0.0002357417,0.0001790694,0.00004435156,0.0001526585,0.000002754545,0.0003324939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8175744,"threshold_uncertainty_score":0.5115067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930463288590216,"score_gpt":0.2192461732510519,"score_spread":0.1799415403651498,"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."}}