{"id":"W2549262603","doi":"10.1177/1082013216679010","title":"Actinometric and biodosimetric evaluation of UV-C dose delivery in annular, Taylor–Coutte and coiled tube continuous systems","year":2016,"lang":"en","type":"article","venue":"Food Science and Technology International","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Laminar flow; Taylor–Couette flow; Chemistry; Tube (container); Reynolds number; Mechanics; Analytical Chemistry (journal); Continuous reactor; Materials science; Turbulence; Optics; Chromatography; Physics; Composite material; Biochemistry","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":[0.0009955813,0.0003997169,0.0003640391,0.0003495226,0.0001788096,0.0005337679,0.000353474,0.0003991532,0.0004432996],"category_scores_gemma":[0.001958616,0.0001737892,0.0002147405,0.0003077548,0.0003724851,0.0003598642,0.0002434215,0.0004800849,0.0001764744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672323,"about_ca_system_score_gemma":0.000318186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006672624,"about_ca_topic_score_gemma":0.0004510401,"domain_scores_codex":[0.9993076,0.000176575,0.00005832489,0.0001281106,0.0002724631,0.00005688075],"domain_scores_gemma":[0.998417,0.0005730225,0.0003501257,0.0001188702,0.000454658,0.0000862807],"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":[0.0001434254,0.00003640712,0.0007651279,0.00005004223,0.000006642704,0.0000166346,0.00007201986,0.0001924727,0.9952923,0.00004288208,0.0000163805,0.003365612],"study_design_scores_gemma":[0.000003686823,0.0004982638,0.002603109,0.000004249554,0.00001759197,0.00005308278,0.0000241759,0.001534775,0.9948403,0.000008649912,0.0004045966,0.000007550851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976667,0.001457429,0.0211691,0.00003041496,0.00002788535,0.00004895203,0.00006731771,0.0001149746,0.0004168471],"genre_scores_gemma":[0.9638214,0.001659981,0.0323895,0.00005027647,0.00003158279,0.0001039515,0.000196231,0.00004301826,0.001704063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009955813,"threshold_uncertainty_score":0.005265176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691409480408705,"score_gpt":0.2494125262857506,"score_spread":0.2324984314816636,"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."}}