{"id":"W29372163","doi":"10.1093/jaoac/85.4.996","title":"Rapid Methods for Detection and Enumeration of Campylobacter spp. in Foods","year":2002,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Health Canada","funders":"","keywords":"Enumeration; Campylobacter; Biology; Environmental science; Mathematics; Bacteria; Combinatorics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003197665,0.002089782,0.0009171885,0.004683036,0.0008050151,0.0007655414,0.001910928,0.001809645,0.002941232],"category_scores_gemma":[0.002906102,0.001227556,0.0006357457,0.001452744,0.0009168923,0.001242065,0.001601516,0.001755577,0.00331903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432857,"about_ca_system_score_gemma":0.0007901196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052241,"about_ca_topic_score_gemma":0.002297858,"domain_scores_codex":[0.9947195,0.001191615,0.0003349181,0.0004880528,0.003000338,0.0002655789],"domain_scores_gemma":[0.9979405,0.0007269292,0.0003457162,0.0002407676,0.0005910145,0.000155119],"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":[0.0001495968,0.0003370052,0.003141072,0.001206846,0.00003567242,0.0001222488,0.0001052053,0.0004184636,0.9015219,0.0008793719,0.002292681,0.08978993],"study_design_scores_gemma":[0.0001809326,0.002672944,0.01572366,0.0005265408,0.0001494564,0.003072445,0.0002432654,0.005075451,0.9095402,0.001866668,0.06076558,0.0001828097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1543049,0.05930759,0.7576106,0.001657054,0.00103418,0.006244635,0.004507091,0.004157067,0.011177],"genre_scores_gemma":[0.1394908,0.02113263,0.8171357,0.0006675327,0.0003212183,0.00376631,0.004297744,0.000142751,0.01304525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004683036,"threshold_uncertainty_score":0.01691109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515916101800622,"score_gpt":0.3148472655443202,"score_spread":0.263255655364258,"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."}}