{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000343182,0.0001330185,0.0002891247,0.00003613659,0.00001477384,0.000002008468,0.0001837885,0.0002085173,0.000009489251],"category_scores_gemma":[0.0000481262,0.00009241971,0.00005078467,0.00006656847,0.0001354811,0.000003167532,0.0001781162,0.00005979173,8.108768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007952661,"about_ca_system_score_gemma":0.0000245083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001179601,"about_ca_topic_score_gemma":0.000009346517,"domain_scores_codex":[0.9989558,0.0003224404,0.0003045495,0.0002500614,0.00003310202,0.000134013],"domain_scores_gemma":[0.999351,0.00006131968,0.0002204847,0.0003195892,0.00003233792,0.00001523869],"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":[0.0009263101,0.00004656437,0.002440117,0.0001950369,0.00002462731,9.73457e-8,0.00007665633,0.00002663615,0.9957239,0.00001069916,0.00003213774,0.0004972279],"study_design_scores_gemma":[0.001094835,0.003791495,0.0002769197,0.00004914371,0.00001269027,0.000003667298,0.00002496688,0.000003872854,0.9941757,0.000003008118,0.0004815512,0.00008212611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979712,0.001203657,0.0000241775,0.00001714247,0.0001458635,0.0004825396,0.00006989878,0.000002637217,0.00008284857],"genre_scores_gemma":[0.9995188,0.00009055351,0.0001459143,0.0000332476,0.00002200864,0.00001792971,0.0001213535,0.00001300355,0.00003722881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003744931,"threshold_uncertainty_score":0.3768767,"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."}}