{"id":"W1982307760","doi":"10.1021/bp030050i","title":"On‐Line Sterilization of Cheese Whey Using Ultraviolet Radiation","year":2004,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Dalhousie University; National Science Council","keywords":"Residence time (fluid dynamics); Sterilization (economics); Ultraviolet; Turbidity; Volumetric flow rate; Radiation; Chemistry; Ultraviolet radiation; Irradiation; Materials science; Radiochemistry; Optoelectronics; Optics; Biology","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":[0.0001802145,0.0005154823,0.0003923397,0.0001405947,0.0001190325,0.0003954894,0.0004146131,0.0003002475,0.0009202351],"category_scores_gemma":[0.000468237,0.0001275297,0.0004305961,0.0001133913,0.0001690559,0.0002290398,0.0003207832,0.0003464408,0.0002393331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991966,"about_ca_system_score_gemma":0.0001787142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000961922,"about_ca_topic_score_gemma":0.0008793809,"domain_scores_codex":[0.9997804,0.00004568744,0.000009049967,0.00003835392,0.00008279747,0.00004377674],"domain_scores_gemma":[0.9996846,0.0001126972,0.00009975862,0.00003267513,0.0000472971,0.00002303077],"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":[0.00007128854,0.0000221331,0.0006952657,0.00006170445,0.00001205886,0.00003973758,0.00002874796,0.0001061554,0.9951574,0.00001249006,0.00003320164,0.003759762],"study_design_scores_gemma":[0.000003939818,0.0002838805,0.003694485,0.000007436624,0.00001633909,0.0001105796,0.00003632898,0.0004194168,0.9946812,0.000008863051,0.0007333716,0.000004165104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928744,0.00115004,0.005026407,0.00003588806,0.00001551963,0.00002818138,0.00007909861,0.00008454724,0.0007060496],"genre_scores_gemma":[0.9892614,0.001375279,0.007252881,0.00006488265,0.00001331434,0.00002485578,0.0002580129,0.00009407979,0.001655223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000961922,"threshold_uncertainty_score":0.00307852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350285392687154,"score_gpt":0.3368745171510594,"score_spread":0.2833716632241878,"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."}}