{"id":"W2760037978","doi":"10.3390/resources6040049","title":"Bacterial Pathogen Occurrence and Persistence in Livestock Mortality Biopiles","year":2017,"lang":"en","type":"article","venue":"Resources","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Wilfrid Laurier University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Agri-Futures Nova Scotia Association; Dalhousie University; National Spasmodic Dysphonia Association; Department of Agriculture, Nova Scotia","keywords":"Nalidixic acid; Escherichia coli; Persistence (discontinuity); Bacteria; Biology; Indicator bacteria; Enterobacteriaceae; Pathogenic bacteria; Effluent; Indicator organism; Pathogen; Livestock; Microbiology; Pathogenic Escherichia coli; Veterinary medicine; Ecology; Fecal coliform; Ampicillin; Environmental science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001433384,0.0001023495,0.0001085463,0.00001064458,0.000220998,0.00009905137,0.0002720499,0.00004068534,0.0005673127],"category_scores_gemma":[0.00006018211,0.00008429627,0.00002521988,0.00002311008,0.0006873827,0.0002469582,0.0003905784,0.00008466266,0.0001225364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002919072,"about_ca_system_score_gemma":0.000001910104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089014,"about_ca_topic_score_gemma":0.00009533962,"domain_scores_codex":[0.9992145,0.00003363771,0.0001098536,0.0002626865,0.0001523191,0.0002269839],"domain_scores_gemma":[0.9995237,0.00002189693,0.0000645234,0.0002418128,6.182896e-7,0.0001474419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001065543,0.00005396751,0.9328933,0.00000812399,0.000002744089,0.00001878735,0.0003577732,0.000006640983,0.06124248,0.000006194912,0.00004505661,0.005354299],"study_design_scores_gemma":[0.0001929316,0.00003406409,0.9918362,0.00002550153,0.00000691319,0.000005907123,0.00007399675,0.0001404999,0.002398361,0.00009539086,0.005069049,0.0001211077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922369,0.00006613536,0.000001608626,0.0001915333,0.00005235133,0.00008592375,0.00003539286,0.00001009903,0.007320127],"genre_scores_gemma":[0.9995857,0.0001107353,0.00009263173,0.00007685624,0.00002942274,0.000001419869,0.000002568937,0.000003300127,0.00009739371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.058943,"threshold_uncertainty_score":0.6211677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008060334812448,"score_gpt":0.298814188636451,"score_spread":0.2387335852883266,"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."}}