{"id":"W22800465","doi":"10.1093/jaoac/89.2.417","title":"Singlepathr® Salmonella: Performance-Tested MethodSM 060401","year":2006,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Salmonella; Food science; Serotype; Biology; Inoculation; Food contaminant; Microbiology; Bacteria","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":[0.00063404,0.0001147467,0.0002264323,0.00003587322,0.00006952194,0.00003966223,0.00035586,0.00009179143,0.0006178449],"category_scores_gemma":[0.0001045995,0.0000444352,0.0001818288,0.0001277296,0.0000467035,0.0001984286,0.00004330036,0.0001825528,0.0000297924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005684087,"about_ca_system_score_gemma":0.0000126348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005493483,"about_ca_topic_score_gemma":0.00002133805,"domain_scores_codex":[0.9987451,0.0001079023,0.0005451859,0.0001267873,0.0002879963,0.000187015],"domain_scores_gemma":[0.9988521,0.0003271927,0.0004441834,0.00002869754,0.0002867763,0.00006107907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002366453,0.0003495941,0.5542407,0.000004711242,0.0001129492,0.00006702314,0.00003618328,0.0003058962,0.3455616,0.001363614,0.01154202,0.08617902],"study_design_scores_gemma":[0.000309018,0.0003553513,0.9273716,0.00003035963,0.0000219886,0.0005192967,0.00004632433,0.000592751,0.006847732,0.001554052,0.062199,0.0001524984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908075,0.0001735426,0.0001053668,0.001648285,0.001096131,0.00003559366,0.000008466752,0.00001599845,0.006109151],"genre_scores_gemma":[0.9954243,0.00006349619,0.001490543,0.0002791944,0.002182683,0.000001068716,0.00002051588,0.00000110855,0.0005371178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3731309,"threshold_uncertainty_score":0.6764969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508280809498885,"score_gpt":0.2249230968317817,"score_spread":0.2098402887367928,"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."}}