{"id":"W4283320492","doi":"10.3389/fmicb.2022.880043","title":"Microbial Antagonism in Food-Enrichment Culture: Inhibition of Shiga Toxin-Producing Escherichia coli and Shigella Species","year":2022,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Food Inspection Agency","funders":"Government of Canada; Canadian Food Inspection Agency","keywords":"Shigella; Bacteriocin; Escherichia coli; Microbiology; Biology; Shigella sonnei; Bacteria; Food science; Antimicrobial; Shigella boydii; Shiga toxin; Food microbiology; Shigella flexneri; Shiga-like toxin; Toxin; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003556252,0.0009741107,0.0007238211,0.0003802878,0.000249431,0.000501799,0.0004042623,0.0004214353,0.001214248],"category_scores_gemma":[0.0005109736,0.0003036124,0.0004332483,0.0004965916,0.0002659956,0.0002633558,0.0006151496,0.0005141241,0.0004872065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816708,"about_ca_system_score_gemma":0.0004422653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385242,"about_ca_topic_score_gemma":0.002276818,"domain_scores_codex":[0.9991795,0.0001957115,0.00008664958,0.0001270272,0.0002971735,0.0001139302],"domain_scores_gemma":[0.9994702,0.0001488053,0.0001289927,0.00003591516,0.0001583615,0.00005777983],"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":[0.0001629358,0.00007642878,0.0008492699,0.00009539549,0.0000111266,0.00003161491,0.00003116204,0.00005490708,0.9969392,0.000006631656,0.00002510188,0.001716296],"study_design_scores_gemma":[0.0000134318,0.001591716,0.01269378,0.00002326873,0.00003497464,0.0001867641,0.0000759032,0.0003517066,0.9842785,0.0000100957,0.0007319619,0.000007915006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993958,0.001936357,0.002226112,0.00007864316,0.00002670304,0.00008714564,0.0004369617,0.00004465598,0.001205565],"genre_scores_gemma":[0.983685,0.001981551,0.00980716,0.0001005646,0.00002686778,0.0001448433,0.001559531,0.00003382733,0.002660698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385242,"threshold_uncertainty_score":0.004061997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281464851729475,"score_gpt":0.2024675687393781,"score_spread":0.1951861038876486,"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."}}