{"id":"W2981041490","doi":"","title":"Campylobacter, health impact, performance objectives and effectiveness of sampling plans","year":2019,"lang":"en","type":"article","venue":"Socio-Environmental Systems Modeling","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Sampling (signal processing); Business; Campylobacter; Environmental health; Computer science; Medicine; Biology","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":[0.01341127,0.0007135618,0.0007304163,0.0007835721,0.0004969295,0.001822254,0.001150207,0.0009659445,0.002515863],"category_scores_gemma":[0.02617063,0.0004958131,0.0006441312,0.0007132585,0.0009297715,0.001805482,0.0007941331,0.0005854088,0.0001139428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564797,"about_ca_system_score_gemma":0.003159195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03040465,"about_ca_topic_score_gemma":0.02713111,"domain_scores_codex":[0.9962315,0.002607676,0.00008997625,0.0002872887,0.000340838,0.0004427186],"domain_scores_gemma":[0.9750537,0.02177256,0.001512594,0.00045353,0.0006203973,0.0005872977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005825551,0.0003969,0.04078787,0.0001049504,0.0001240556,0.00006123157,0.00008445413,0.9421918,0.0006569859,0.003418684,0.0002921638,0.01129832],"study_design_scores_gemma":[0.0001331783,0.001363227,0.07282074,0.00005005405,0.0002893641,0.0000495473,0.0007317021,0.9153526,0.001586993,0.007041098,0.0005426194,0.00003887366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672744,0.0004717354,0.02429985,0.000726176,0.00002160954,0.0002481766,0.0008623335,0.0001026601,0.005993189],"genre_scores_gemma":[0.9966635,0.0001124338,0.002227518,0.00002666969,0.00000496862,0.00006069631,0.0001318842,0.000005868803,0.0007664506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03040465,"threshold_uncertainty_score":0.07092643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171217272345187,"score_gpt":0.2460212543416541,"score_spread":0.2243090816182022,"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."}}