{"id":"W3199024921","doi":"10.1016/j.fm.2021.103902","title":"Biofilm formation by Non-O157 Shiga toxin-producing Escherichia coli in monocultures and co-cultures with meat processing surface bacteria","year":2021,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council","keywords":"Biofilm; Microbiology; Bacteria; rpoS; Escherichia coli; Biology; Strain (injury); Gene; Agar; Crystal violet; Gene expression; Genetics; Promoter","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001015431,0.0002435746,0.0002694641,0.00002386882,0.0001283397,0.00008816586,0.00008747602,0.0003045631,0.00001073748],"category_scores_gemma":[0.0000241471,0.0001980631,0.00003496334,0.0001206505,0.0001108193,0.00002074172,0.00008724298,0.0001354057,0.000002589491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001742417,"about_ca_system_score_gemma":0.00007276856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882967,"about_ca_topic_score_gemma":0.0005812983,"domain_scores_codex":[0.9987391,0.00009394606,0.0002501346,0.000529383,0.00003072398,0.0003567101],"domain_scores_gemma":[0.9995121,0.000006434012,0.000122188,0.0001995744,0.00009988894,0.00005982765],"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":[0.0001602083,0.00004071736,0.0007033834,0.00005446655,0.00003488567,0.000003993951,0.0003097396,0.000008279369,0.9970579,0.000003610983,0.001301913,0.0003209545],"study_design_scores_gemma":[0.000752303,0.0003952806,0.001588843,0.00005534438,0.00001594733,0.0001387962,0.0003044179,0.000007443755,0.9790729,0.000001980671,0.01737846,0.0002883252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971172,0.001974507,0.00005380322,0.0002929752,0.0001016695,0.0001969315,0.0001079356,0.0000151915,0.0001397533],"genre_scores_gemma":[0.994464,0.0001705475,0.003213005,0.0003782551,0.00009538648,0.000005094798,0.001469576,0.00002398319,0.0001801154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01798499,"threshold_uncertainty_score":0.8076779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006342366618853427,"score_gpt":0.2206612166542345,"score_spread":0.2143188500353811,"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."}}