{"id":"W2973022198","doi":"10.1016/j.fm.2019.103332","title":"Effect of drying on oxidation of membrane lipids and expression of genes encoded by the Shiga toxin prophage in Escherichia coli","year":2019,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs; Agriculture Funding Consortium","keywords":"Escherichia coli; Prophage; Lipid peroxidation; Shiga toxin; Microbiology; Biology; Lipid oxidation; Bacteria; Gene; Desiccation; Green fluorescent protein; Chemistry; Biochemistry; Molecular biology; Oxidative stress; Genetics; Botany; Antioxidant","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":[0.0003630312,0.0006004688,0.0005442317,0.0002783943,0.0002699227,0.0006033019,0.0003758705,0.0005047413,0.001338057],"category_scores_gemma":[0.0008071689,0.0003657662,0.0004226837,0.0002990713,0.0006259111,0.0003672251,0.0002922969,0.0007565038,0.0002137927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364305,"about_ca_system_score_gemma":0.0003538696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076405,"about_ca_topic_score_gemma":0.003031221,"domain_scores_codex":[0.9996744,0.00007229102,0.00003585672,0.00005438474,0.00007409088,0.00008894636],"domain_scores_gemma":[0.9990803,0.0003972528,0.000156173,0.00009788128,0.0001268777,0.0001416111],"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":[0.001442169,0.0001577458,0.0004567722,0.00003834605,0.00001850935,0.00008423762,0.00006027102,0.00009621532,0.9967576,0.00004370203,0.0000300474,0.0008143995],"study_design_scores_gemma":[0.00002574485,0.0007961735,0.005830129,0.000005940394,0.00001935492,0.00006043724,0.00007421263,0.0003957148,0.9924832,0.00003224257,0.0002659365,0.00001080669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986079,0.0003834485,0.0003074447,0.00006632486,0.00003415306,0.000009311178,0.0001192116,0.00001848315,0.0004536822],"genre_scores_gemma":[0.9980304,0.0001975141,0.0004367264,0.00008007827,0.00001174783,0.000005226881,0.000259392,0.00002929291,0.0009496434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003076405,"threshold_uncertainty_score":0.006116986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284744596260349,"score_gpt":0.2577781573091026,"score_spread":0.2449307113464991,"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."}}