{"id":"W1984263019","doi":"10.1016/j.lwt.2015.04.053","title":"Characterization of antimicrobial efficacy of soy isoflavones against pathogenic biofilms","year":2015,"lang":"en","type":"article","venue":"LWT","topic":"Phytoestrogen effects and research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Antimicrobial; Listeria monocytogenes; Isoflavones; Biofilm; Food science; SOY ISOFLAVONES; Tryptic soy broth; Microbiology; Food spoilage; Staphylococcus aureus; Listeria; Pseudomonas aeruginosa; Chemistry; Soy protein; Food microbiology; Biology; Bacteria; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001080362,0.00006965548,0.0002296663,0.00008706908,0.00001384206,0.00000352184,0.00006396781,0.00006267671,0.00001432462],"category_scores_gemma":[0.00008893382,0.00005213245,0.00007449064,0.0001770783,0.00007752324,0.00003691285,0.00003435714,0.00007324323,0.0000192169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001289955,"about_ca_system_score_gemma":0.00005011884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066114,"about_ca_topic_score_gemma":5.353819e-7,"domain_scores_codex":[0.9993272,0.00003970924,0.0001882534,0.0001117322,0.0001911357,0.0001419817],"domain_scores_gemma":[0.9994627,0.00002194629,0.00008454317,0.0001892135,0.000144945,0.00009670355],"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":[0.0001902113,0.0002907514,0.005971615,0.0001297044,0.00003227692,0.00001163657,0.0001654905,0.000001579961,0.9897457,0.00002297041,0.0001364547,0.003301573],"study_design_scores_gemma":[0.001443818,0.0002921522,0.0401173,0.0001087629,0.00002650562,0.000009740978,0.00001518709,0.00009154593,0.9573863,0.000002298392,0.0004563448,0.00005004029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988263,0.00005643463,0.0000452383,0.0001796221,0.0001267236,0.0002579961,0.00002887862,0.00001555611,0.0004632936],"genre_scores_gemma":[0.9993019,0.00004627193,0.0001636773,0.00005946166,0.0001325421,0.000002307988,0.0001147425,0.00001259621,0.0001664635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03414569,"threshold_uncertainty_score":0.21259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023687782410063,"score_gpt":0.2971397010088115,"score_spread":0.2669028231847109,"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."}}