{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007686946,0.0001473892,0.0001517217,0.0001309255,0.0002101505,0.00003687309,0.0002300495,0.0001376426,0.00003113704],"category_scores_gemma":[0.0001485257,0.0001153805,0.00007157498,0.0001228829,0.0004069621,0.000006800669,0.0002712383,0.000383924,0.00005976541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002331706,"about_ca_system_score_gemma":0.00001402163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005900631,"about_ca_topic_score_gemma":0.000006256157,"domain_scores_codex":[0.9981786,0.0002130843,0.0001740418,0.0004308957,0.0006307656,0.0003726392],"domain_scores_gemma":[0.9993054,0.0001189081,0.00004724535,0.0003700404,0.00003150677,0.0001269528],"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":[0.0003898822,0.000105384,0.002808392,0.00003918541,0.00003204348,0.000003266676,0.0001289697,0.0001007179,0.9912916,0.0001219914,0.001985951,0.00299266],"study_design_scores_gemma":[0.00128822,0.00195115,0.02780413,0.00006313781,0.00001327455,0.00001509076,0.0002552139,0.002348385,0.8184629,0.000207224,0.1472316,0.0003596134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955208,0.000788233,0.00001081186,0.000252922,0.00004517957,0.0002825128,0.000004794319,0.000006095633,0.003088695],"genre_scores_gemma":[0.9933316,0.00103952,0.00002943056,0.00004455824,0.0001790666,0.00001701465,0.00004822641,0.00002083055,0.005289727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728286,"threshold_uncertainty_score":0.470508,"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."}}