{"id":"W2106725978","doi":"10.5539/enrr.v4n2p1","title":"Photocatalytic Disinfection of Legionella pneumophila on Silver-Doped Titania Thin Films","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photocatalysis; Legionella pneumophila; Doping; Aqueous solution; Chemistry; Materials science; Irradiation; Microbiology; Bacteria; Nuclear chemistry; Catalysis; Biology; Organic chemistry","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":[0.0001328104,0.0003572329,0.0002551613,0.0002809595,0.0001396282,0.0002592877,0.0002220379,0.0003260843,0.0005412919],"category_scores_gemma":[0.0002417246,0.0002396515,0.0002942227,0.0001621576,0.0001391934,0.00016459,0.0001458025,0.0002485735,0.0001289347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737727,"about_ca_system_score_gemma":0.0001127464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000906054,"about_ca_topic_score_gemma":0.001497581,"domain_scores_codex":[0.9998876,0.00001202875,0.00001331972,0.00002070512,0.00004471816,0.00002164224],"domain_scores_gemma":[0.9998754,0.00003689683,0.00002248088,0.000009783515,0.00003852874,0.00001688582],"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":[0.00001416142,0.000003416184,0.00004357641,0.0000186992,0.000002963778,0.00001588428,0.000004850984,0.00002555993,0.9996017,0.000003777136,0.000004360462,0.0002610362],"study_design_scores_gemma":[0.000003829915,0.000136018,0.001101419,0.000002871822,0.00001305494,0.00005182619,0.00001166361,0.0003564628,0.9981458,0.000004519126,0.0001700543,0.000002441029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975438,0.000840336,0.0007411442,0.0000342833,0.00001971191,0.00001197867,0.00007044183,0.0000308667,0.0007074344],"genre_scores_gemma":[0.9953973,0.0006976239,0.002373722,0.00002694921,0.000007137052,0.00001450638,0.0001520569,0.00001343106,0.001317209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000906054,"threshold_uncertainty_score":0.001810849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575470891464952,"score_gpt":0.2766883762195442,"score_spread":0.2609336673048947,"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."}}