{"id":"W2020904790","doi":"10.2202/1542-6580.1101","title":"Disinfecting E.coli Bacteria In Drinking Water Using A Novel Fluidized Bed Reactor.","year":2003,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; University of Calgary","keywords":"Slurry; Fluidized bed; Photocatalysis; Catalysis; Fluidization; Degradation (telecommunications); Waste management; Microorganism; Pulp and paper industry; Chemical engineering; Materials science; Chemistry; Environmental science; Bacteria; Environmental engineering; Organic chemistry; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003515011,0.000735833,0.000605333,0.0004088314,0.0002502586,0.0005809374,0.0007536634,0.0009287772,0.0004006126],"category_scores_gemma":[0.0001917329,0.0002713423,0.0008157367,0.0001665875,0.0002314736,0.0006446621,0.0003606452,0.0005799687,0.0003695241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071809,"about_ca_system_score_gemma":0.000225397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008307715,"about_ca_topic_score_gemma":0.0009150988,"domain_scores_codex":[0.9997477,0.00004613182,0.00001852994,0.00005898358,0.0001005781,0.00002811276],"domain_scores_gemma":[0.9999193,0.00001870497,0.0000183398,0.000006181158,0.00002047173,0.00001691762],"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":[0.00008444063,0.0001261823,0.0002242507,0.000186423,0.00001554352,0.00008126054,0.000019437,0.00040935,0.9909012,0.00007935634,0.00006907248,0.007803393],"study_design_scores_gemma":[0.00003575403,0.0008293055,0.001445561,0.00001468569,0.0000449068,0.0007046082,0.00003039143,0.008606172,0.9838865,0.00005701356,0.004309466,0.00003557071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644372,0.007830215,0.1233208,0.0005188411,0.0004136201,0.0003412255,0.0002734143,0.0008899922,0.001974707],"genre_scores_gemma":[0.8559918,0.003183597,0.1360189,0.0001095592,0.00005102067,0.0001673542,0.0004163052,0.00002903202,0.004032516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009287772,"threshold_uncertainty_score":0.002228796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190687541104297,"score_gpt":0.2281242130778511,"score_spread":0.2162173376668081,"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."}}