{"id":"W4321495747","doi":"10.3390/photonics10030239","title":"Towards Microbial Food Safety of Sprouts: Photodynamic Decontamination of Seeds","year":2023,"lang":"en","type":"article","venue":"Photonics","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Germination; Listeria monocytogenes; Human decontamination; Food science; Listeria; Mung bean; Reactive oxygen species; Microorganism; Chemistry; Food safety; Biology; Bacteria; Horticulture; Biochemistry; Medicine","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":[0.0002614689,0.0003676661,0.0002108434,0.0001905784,0.0001265608,0.0004196925,0.0002301472,0.0005545201,0.0005168275],"category_scores_gemma":[0.0001721385,0.0001198356,0.0002696611,0.0001202584,0.000229796,0.000276116,0.0002613991,0.0003839832,0.0002062932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647301,"about_ca_system_score_gemma":0.0001698178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701255,"about_ca_topic_score_gemma":0.0007639622,"domain_scores_codex":[0.9997751,0.00003819195,0.00001155118,0.00005367371,0.00009482384,0.00002660838],"domain_scores_gemma":[0.9998631,0.00001709983,0.00005230353,0.00001221229,0.00003876059,0.00001651226],"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":[0.00003359836,0.00001294268,0.000216414,0.00007759107,0.000002991641,0.0000200089,0.000009394052,0.00006273165,0.9969851,0.00001980083,0.00002154435,0.002537863],"study_design_scores_gemma":[0.000003375149,0.0003039186,0.001929962,0.00001034395,0.000007635771,0.0001157581,0.00002349555,0.0004149534,0.9959139,0.00002189456,0.001251782,0.000003042756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725805,0.006894592,0.01776123,0.0004448145,0.00004786502,0.00006226188,0.000120651,0.0001862039,0.001901941],"genre_scores_gemma":[0.9836014,0.003274963,0.01043411,0.0001711664,0.00001085634,0.00002095111,0.0001468409,0.00002323038,0.002316468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005701255,"threshold_uncertainty_score":0.00192076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088538442338391,"score_gpt":0.2945431671317196,"score_spread":0.2636577827083357,"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."}}