{"id":"W2133182164","doi":"10.1139/s07-044","title":"Exposure times and energy densities for ultrasonic disinfection of <i>Escherichia coli</i>, <i>Pseudomonas aeruginosa</i>, <i>Enterococcus avium</i>, and sewage","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research","keywords":"Sonication; Volume (thermodynamics); Ultrasonic sensor; Sewage; Ultrasound; Pseudomonas aeruginosa; Chemistry; Ultrasound energy; Microbiology; Materials science; Pulp and paper industry; Bacteria; Biology; Chromatography; Environmental engineering; Environmental science; Medicine","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":[0.0004439752,0.0002929215,0.0002624014,0.0002618676,0.0001348889,0.0002536188,0.0002638607,0.0003472563,0.001261335],"category_scores_gemma":[0.001026453,0.0001919431,0.0002499126,0.0003174979,0.0002069378,0.0002650678,0.0002561922,0.0003660797,0.0001738676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487695,"about_ca_system_score_gemma":0.000178125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009599248,"about_ca_topic_score_gemma":0.001208118,"domain_scores_codex":[0.9996524,0.00008728106,0.00003592106,0.00005967454,0.0001040581,0.00006075943],"domain_scores_gemma":[0.9991859,0.0004633536,0.0001369489,0.00003420192,0.0001364459,0.00004304236],"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":[0.0001884665,0.00002837378,0.0008694682,0.00006961745,0.000005522417,0.00002252807,0.00008075449,0.0003479072,0.9953875,0.00003641744,0.00002528623,0.002938132],"study_design_scores_gemma":[0.000004943668,0.0006951659,0.004907899,0.000007256423,0.00001235883,0.00003845694,0.000114672,0.0005872991,0.9932447,0.0000239858,0.0003559677,0.000007400553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952064,0.0007283543,0.00338122,0.00004979831,0.000009416256,0.00002276276,0.00010843,0.00002229773,0.0004713124],"genre_scores_gemma":[0.9910241,0.0008917872,0.006701739,0.00004672559,0.000008863251,0.00005942547,0.0002743964,0.00002677706,0.0009661724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261335,"threshold_uncertainty_score":0.004219532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004313286800174654,"score_gpt":0.1726236194742027,"score_spread":0.168310332674028,"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."}}