{"id":"W1971925934","doi":"10.1002/bit.21611","title":"The bactericidal effect of ultraviolet and visible light on <i>Escherichia coli</i>","year":2007,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Escherichia coli; Dose; Ultraviolet; Irradiation; Monochromatic color; Visible spectrum; Radiation; Wavelength; Chemistry; Biology; Optics; Physics; 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":[0.0003027381,0.0004589711,0.0002926036,0.0002156219,0.0001103221,0.0003880422,0.0002104319,0.0004137462,0.0008278117],"category_scores_gemma":[0.0004398167,0.0001132437,0.0004110501,0.000128735,0.0002381824,0.0001958294,0.0002102198,0.0004577311,0.0002909215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263802,"about_ca_system_score_gemma":0.0001544199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004037218,"about_ca_topic_score_gemma":0.0004010339,"domain_scores_codex":[0.9996222,0.0001023178,0.00002590646,0.00005742668,0.0001409545,0.00005117025],"domain_scores_gemma":[0.9996889,0.0001259305,0.00008626711,0.00002048473,0.00005214307,0.00002621363],"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":[0.0001970453,0.00004381891,0.00157314,0.0001980276,0.00001704085,0.00002924737,0.00001950287,0.0003067892,0.9887298,0.00009469796,0.0001303377,0.008660501],"study_design_scores_gemma":[0.000007235487,0.001193329,0.01014322,0.00002383662,0.00002277445,0.0001855381,0.00004116333,0.0006584362,0.9861688,0.00003983239,0.001505486,0.00001029309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797648,0.01026663,0.006094876,0.0001243944,0.00007497801,0.00003880538,0.0003001621,0.0001084477,0.003227016],"genre_scores_gemma":[0.9900594,0.003532281,0.00416179,0.0001358929,0.00001792819,0.00003385324,0.0003678605,0.00001729382,0.001673682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008278117,"threshold_uncertainty_score":0.002769351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257795868358096,"score_gpt":0.2445446152107057,"score_spread":0.2362868193423476,"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."}}