{"id":"W2032639078","doi":"10.1139/s06-058","title":"Validation of UV coiled tube reactor for fresh juices","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pasteurization; Orange juice; Ultraviolet; Chemistry; Absorption (acoustics); Food science; Biodosimetry; Chromatography; Materials science; Irradiation; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154022,0.000769722,0.0008072032,0.0003515318,0.0005007918,0.0007657829,0.001095006,0.0008747997,0.00116407],"category_scores_gemma":[0.002832636,0.0003534543,0.0007032118,0.0002982634,0.0005120609,0.0007230155,0.0004133106,0.0006001987,0.0006230592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695091,"about_ca_system_score_gemma":0.0005661991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443921,"about_ca_topic_score_gemma":0.00105644,"domain_scores_codex":[0.9987471,0.0003314599,0.00009374112,0.0002981719,0.0004465533,0.00008294271],"domain_scores_gemma":[0.9985523,0.0005571935,0.000201194,0.0001712279,0.0004250799,0.00009305754],"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":[0.0003712676,0.0001442241,0.001440495,0.0001748042,0.00001921831,0.00005496771,0.0001178066,0.0008463799,0.9933398,0.00005779838,0.00006238925,0.003370911],"study_design_scores_gemma":[0.00001680752,0.00100401,0.001876584,0.00001132543,0.00003466225,0.0000840611,0.00003429801,0.002521912,0.9936061,0.00001589803,0.0007808737,0.00001343469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598842,0.0008442643,0.03762176,0.00006899821,0.00006700445,0.0003364154,0.0003476065,0.00048922,0.0003403643],"genre_scores_gemma":[0.9375116,0.0007984898,0.05857801,0.00009118409,0.00003670805,0.0003286033,0.0005845114,0.0001356742,0.00193524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154022,"threshold_uncertainty_score":0.008145511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953788119273469,"score_gpt":0.2633689431966567,"score_spread":0.243831062003922,"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."}}