{"id":"W2992084602","doi":"10.1016/j.foodcont.2019.107039","title":"A comparative study on the inactivation of Penicillium expansum spores on apple using light emitting diodes at 277 nm and a low-pressure mercury lamp at 253.7 nm","year":2019,"lang":"en","type":"article","venue":"Food Control","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Universidade Federal de Lavras; University of Guelph","keywords":"Penicillium expansum; Spore; Mercury-vapor lamp; Chemistry; Food spoilage; D-value; Light-emitting diode; Hypochlorite; Horticulture; Food science; Botany; Postharvest; Materials science; Biology; Optoelectronics; Bacteria","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":[0.0001500446,0.0002812245,0.0002421049,0.0001444404,0.0001531188,0.0001779021,0.000206438,0.0002599623,0.0009681272],"category_scores_gemma":[0.0001759963,0.0001078414,0.0003550334,0.00015309,0.0001622007,0.0001606637,0.00009172899,0.0002658658,0.0001760727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188083,"about_ca_system_score_gemma":0.000102163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007082178,"about_ca_topic_score_gemma":0.0005657924,"domain_scores_codex":[0.9998833,0.00001879069,0.000007924657,0.00002629245,0.00003828729,0.00002547851],"domain_scores_gemma":[0.9997765,0.0001130017,0.00002399893,0.00002222156,0.00004530217,0.0000189995],"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":[0.000143861,0.00002865551,0.000189558,0.00003154287,0.000004848391,0.00003386758,0.00002433904,0.00004237782,0.9984167,0.00002527425,0.00001275268,0.001046174],"study_design_scores_gemma":[0.000005440897,0.0005895023,0.007269614,0.000003373314,0.00001511552,0.00009657261,0.00003478087,0.0002331482,0.9913707,0.00001225461,0.000365809,0.000003721877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973044,0.0006045139,0.0007669405,0.00001488582,0.00001178764,0.00001111991,0.000082315,0.00001520828,0.00118891],"genre_scores_gemma":[0.9966919,0.0004332618,0.0006940219,0.00001982104,0.000005040692,0.000009367344,0.0001830398,0.00001079202,0.001952685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009681272,"threshold_uncertainty_score":0.003238738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486590070945932,"score_gpt":0.2955575025854401,"score_spread":0.2506916018759807,"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."}}