{"id":"W2907323016","doi":"10.1111/ijfs.14081","title":"Inactivation mechanisms of electron beam irradiation on <i>Listeria innocua</i> through the integrity of cell membrane, genomic <scp>DNA</scp> and protein structures","year":2018,"lang":"en","type":"article","venue":"International Journal of Food Science & Technology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Ministry of Agriculture - Saskatchewan","keywords":"Listeria; Intracellular; Listeria monocytogenes; Cell; Chemistry; Membrane permeability; Cell membrane; DNA; Cell biology; Food science; Bacteria; Microbiology; Membrane; Biology; Biophysics; Biochemistry; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768546,0.0001260526,0.0001711898,0.0003226868,0.00008722961,0.00002631651,0.001011942,0.0001712041,0.000002071843],"category_scores_gemma":[0.0003976019,0.00009435773,0.00005177908,0.0003330886,0.0009596192,0.00004178683,0.0002690983,0.0001985605,3.967405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008522788,"about_ca_system_score_gemma":0.0002570514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009776953,"about_ca_topic_score_gemma":0.00001113588,"domain_scores_codex":[0.9987174,0.00004302705,0.0004577886,0.0002282298,0.0003868585,0.0001666451],"domain_scores_gemma":[0.9980202,0.00002487186,0.0008408214,0.0002578118,0.0008303188,0.0000259725],"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":[0.0001211109,0.0000452735,0.00007505883,0.000006504439,0.00004439211,5.100573e-7,0.00013441,0.00003359309,0.9864416,0.01261971,0.00001827837,0.0004595928],"study_design_scores_gemma":[0.0004127147,0.002804748,0.0008879689,0.00002195623,0.00001121622,0.00008326142,0.000210573,0.00001286972,0.9722701,0.02229067,0.0009500409,0.00004392138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943059,0.0001029873,0.004139142,0.0003858685,0.0004208263,0.0001740266,0.00001565527,0.000005345168,0.0004502437],"genre_scores_gemma":[0.9976392,0.00004440468,0.002013991,0.0001345842,0.0001371027,0.000004976179,0.000003898857,0.00000924242,0.00001264346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01417151,"threshold_uncertainty_score":0.3847797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232241421952184,"score_gpt":0.2907642013326259,"score_spread":0.268441787113104,"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."}}