{"id":"W1603219904","doi":"10.3168/jds.2015-9410","title":"Pulsed-light inactivation of pathogenic and spoilage bacteria on cheese surface","year":2015,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Division of Materials Research; Materials Research Science and Engineering Center, Harvard University; Cornell Center for Materials Research; National Science Foundation","keywords":"Pseudomonas fluorescens; Food spoilage; Escherichia coli; Listeria; Food science; Listeria monocytogenes; Contamination; Food microbiology; Bacteria; Microorganism; Inoculation; Microbiology; Biology; Chemistry; Horticulture","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001692128,0.0003082149,0.0002674741,0.00009879861,0.00007526163,0.0002015575,0.0001843513,0.0002412767,0.0006963385],"category_scores_gemma":[0.000180869,0.000101718,0.0003500104,0.000081481,0.0001380434,0.0001202988,0.0001720083,0.0002726933,0.0001586353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184808,"about_ca_system_score_gemma":0.0001165619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060684,"about_ca_topic_score_gemma":0.0004089516,"domain_scores_codex":[0.9998542,0.00002703191,0.00000832768,0.00002373236,0.0000605782,0.00002606055],"domain_scores_gemma":[0.9998701,0.00003324666,0.00003363657,0.00001104872,0.00003600252,0.00001603227],"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":[0.00008603306,0.00001651263,0.0002250843,0.00002676116,0.000002562188,0.00001756358,0.000007278349,0.00003046246,0.9988791,0.000004213149,0.000007378449,0.0006969473],"study_design_scores_gemma":[0.000008663007,0.001382206,0.01279214,0.00000838257,0.00001628968,0.0001035593,0.00004276046,0.000441584,0.984825,0.00001071975,0.0003648557,0.000003799248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984416,0.0006225461,0.0006098855,0.00001718791,0.000008360508,0.00000895321,0.00004839192,0.00001250404,0.0002305488],"genre_scores_gemma":[0.9967619,0.0006734156,0.001429813,0.00004799104,0.000008684119,0.00002168771,0.0001740034,0.000009168995,0.0008733565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006963385,"threshold_uncertainty_score":0.002329469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306088471858426,"score_gpt":0.3121417249397977,"score_spread":0.2590808402212134,"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."}}