{"id":"W2900424400","doi":"10.1007/978-1-4939-3311-2_17","title":"Fruits and Fruit Products Treated by UV Light","year":2018,"lang":"en","type":"book-chapter","venue":"Food engineering series","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Food spoilage; Pasteurization; Shelf life; Food science; Patulin; Ultraviolet; Ultraviolet light; Ultraviolet radiation; Chemistry; Environmental science; Materials science; Biology; Mycotoxin; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005894663,0.000499906,0.000337636,0.00005690756,0.00005802071,0.00004910253,0.0002185995,0.0005308217,0.00004912669],"category_scores_gemma":[0.00004151712,0.0005158561,0.00006948996,0.00002578797,0.00009227714,0.000008809227,0.0002984943,0.000136823,0.00002275474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002510532,"about_ca_system_score_gemma":0.000038039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001299029,"about_ca_topic_score_gemma":0.000006361194,"domain_scores_codex":[0.99869,0.000004979931,0.0002588462,0.0006328935,0.0001253486,0.0002879137],"domain_scores_gemma":[0.9990915,0.000004504129,0.000092431,0.0006117278,0.0001008406,0.00009898951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002538571,0.00002510594,0.00003456012,0.0006257011,0.001192993,0.00001655029,0.0002826234,0.00002087932,0.9516405,0.002896192,0.04220071,0.0008103213],"study_design_scores_gemma":[0.0001398266,0.0007371918,0.000009716462,0.00005547437,0.00004376909,0.00004395858,0.000003157588,0.000001265763,0.382937,0.00005139615,0.6155705,0.0004067659],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6070296,0.1151198,0.000626293,0.001887808,0.00891094,0.004687576,0.005259038,0.001606494,0.2548724],"genre_scores_gemma":[0.2751868,0.002775699,0.001961197,0.0001782323,0.003470538,0.0001117081,0.00253374,0.000682091,0.7131],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5733698,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215900003180375,"score_gpt":0.2199138750997877,"score_spread":0.1983238747817502,"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."}}