{"id":"W2607395119","doi":"","title":"Health Canada Validation of a Chromogenic Medium for Enumaration of E. coli and other Non- E. coli Coliforms Bacteria in Selected Food Matrices","year":2017,"lang":"en","type":"article","venue":"IAFP 2017","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chromogenic; Bacteria; Escherichia coli; Food science; Coliform bacteria; Microbiology; Chemistry; Biology; Chromatography; Biochemistry","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":[0.003944745,0.001023473,0.0004246607,0.002263933,0.002323109,0.00141471,0.002065583,0.001256444,0.002873229],"category_scores_gemma":[0.003451927,0.0006188877,0.0006830648,0.00143882,0.001477934,0.0003332835,0.0009596243,0.0007895487,0.001333143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005287996,"about_ca_system_score_gemma":0.01555339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5720788,"about_ca_topic_score_gemma":0.7198881,"domain_scores_codex":[0.9917242,0.001635073,0.0003179833,0.0006266902,0.005289957,0.000406105],"domain_scores_gemma":[0.9943796,0.0004638217,0.0002963865,0.0002196219,0.004379417,0.0002611374],"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":[0.001739647,0.0008945502,0.03877281,0.001331124,0.000131002,0.0004825682,0.00114602,0.001951696,0.8762444,0.002467632,0.009931692,0.06490689],"study_design_scores_gemma":[0.0001521661,0.00257473,0.06698915,0.0005000552,0.0002649386,0.001165787,0.001292524,0.005660349,0.8590084,0.0002615809,0.06201651,0.000113845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7396479,0.01309669,0.1228218,0.004885476,0.001193329,0.00564768,0.02116569,0.001509524,0.09003194],"genre_scores_gemma":[0.7817317,0.006735355,0.1499533,0.001695024,0.0001013106,0.001314632,0.01229572,0.0002062344,0.04596671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720788,"threshold_uncertainty_score":0.8608827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766942183192342,"score_gpt":0.2555807306286035,"score_spread":0.2279113087966801,"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."}}