{"id":"W2273354469","doi":"10.1093/jaoac/84.3.719","title":"Reveal 8-Hour Test System for Detection of Escherichia coli O157:H7 in Raw Ground Beef, Raw Beef Cubes, and Iceberg Lettuce Rinse: Collaborative Study","year":2001,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University; Wayne State University","keywords":"Food safety; Food science; Contamination; Escherichia coli; Inoculation; Chemistry; Veterinary medicine; Biology; Medicine; Horticulture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007302021,0.0008050604,0.0007204963,0.00152503,0.000838368,0.000598636,0.001316703,0.0007849715,0.0004862915],"category_scores_gemma":[0.003689935,0.0006300378,0.0007581243,0.0009405441,0.0008362405,0.0005089398,0.001244911,0.0005042422,0.0003119534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007594299,"about_ca_system_score_gemma":0.00131487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008623877,"about_ca_topic_score_gemma":0.01668049,"domain_scores_codex":[0.9933451,0.001784559,0.0003427163,0.001306725,0.002856357,0.0003645865],"domain_scores_gemma":[0.9947081,0.001155952,0.0008002072,0.0007561499,0.002192478,0.0003871262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002314135,0.003240732,0.4099896,0.000426391,0.0004446176,0.0003820725,0.003157877,0.001262005,0.534634,0.0001356249,0.0004706279,0.04354231],"study_design_scores_gemma":[0.0002129408,0.02911548,0.6582786,0.00005908823,0.0008979826,0.002437527,0.002382518,0.00364686,0.297199,0.0000613259,0.005603259,0.0001052762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924704,0.0002593923,0.006019134,0.00002192243,0.000008302824,0.0002598364,0.0002458121,0.00004287582,0.000672329],"genre_scores_gemma":[0.9647608,0.0005320499,0.03017716,0.00008688499,0.00001999584,0.0002992938,0.002346072,0.00003834494,0.001739334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008623877,"threshold_uncertainty_score":0.03861719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238117862087543,"score_gpt":0.2685306495059525,"score_spread":0.2461494708850771,"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."}}