{"id":"W2996600852","doi":"10.3390/foods8120679","title":"Inactivation of Escherichia Coli and Salmonella Using 365 and 395 nm High Intensity Pulsed Light Emitting Diodes","year":2019,"lang":"en","type":"article","venue":"Foods","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Agriculture and Forestry","keywords":"Salmonella enterica; Salmonella; Escherichia coli; Light-emitting diode; Food science; Bacteria; Chemistry; Microbiology; Antibacterial activity; Materials science; Biology; Optoelectronics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001373171,0.0002347105,0.0001373461,0.0001345585,0.00009107574,0.0001963378,0.0001572573,0.0002805213,0.0007126008],"category_scores_gemma":[0.0001217823,0.0001058919,0.0003412013,0.0001460053,0.0001553592,0.0001281736,0.0001649857,0.0002227305,0.0001508249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438788,"about_ca_system_score_gemma":0.000114142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002863603,"about_ca_topic_score_gemma":0.0004149094,"domain_scores_codex":[0.9998496,0.0000229274,0.00001120889,0.00003194967,0.00005733488,0.00002704189],"domain_scores_gemma":[0.999936,0.00001661973,0.00002032795,0.00000571046,0.00001414509,0.000007156022],"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":[0.00004714515,0.00001082218,0.0002739211,0.00004344586,0.00000275585,0.00001699321,0.000008597412,0.00005725077,0.9981543,0.00003067656,0.00001197194,0.001342129],"study_design_scores_gemma":[0.000003779273,0.0004166752,0.002952203,0.000006512063,0.000008852115,0.00008934387,0.00003272131,0.0003144206,0.9954444,0.00002321005,0.000703705,0.000004156197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992955,0.001131252,0.0047028,0.00003623959,0.00001757868,0.00001223245,0.00008079829,0.0000367012,0.001027381],"genre_scores_gemma":[0.9920786,0.000792653,0.005219422,0.00004352294,0.000003984851,0.00001969644,0.0001151931,0.000009705078,0.001717222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007126008,"threshold_uncertainty_score":0.002383888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292675645303474,"score_gpt":0.2808345948641545,"score_spread":0.2479078384111197,"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."}}