{"id":"W2903231670","doi":"10.1088/1361-6528/aaf512","title":"Photocatalytic and antibacterial activities of silver and iron doped titania nanoparticles in solution and polyaspartic coatings","year":2018,"lang":"en","type":"article","venue":"Nanotechnology","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"World Health Organization","keywords":"Materials science; Polyaspartic acid; Photocatalysis; Doping; Nanoparticle; Titanium; Inorganic chemistry; Nanotechnology; Chemical engineering; Nuclear chemistry; Metallurgy; Catalysis; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001467068,0.0001227617,0.0002664986,0.0001522031,0.00006742656,0.00001960381,0.00006459333,0.0002803414,0.00002935235],"category_scores_gemma":[0.00006877835,0.0001166763,0.00001528747,0.0001622501,0.000568771,0.0001313647,0.0001221886,0.0001230734,0.000005356098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001836919,"about_ca_system_score_gemma":0.00001462867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310098,"about_ca_topic_score_gemma":0.002297519,"domain_scores_codex":[0.9991652,0.00003632638,0.0002362052,0.0002631949,0.00007026223,0.0002288503],"domain_scores_gemma":[0.999591,0.00005087351,0.0001218633,0.0001829809,0.00001949908,0.00003378754],"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":[0.00008779545,0.00003469164,0.003613966,0.00002980517,0.000008964269,0.000002487714,0.0005354497,4.553309e-7,0.9885978,0.001715799,0.000007560403,0.005365207],"study_design_scores_gemma":[0.0007873198,0.0002529729,0.004606266,0.00002731738,0.00002763064,0.00001977787,0.0002397558,0.0006376178,0.9922676,0.0006765805,0.0003286228,0.0001285154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992102,0.000244312,0.00001496878,0.0001355856,0.0000557965,0.000160982,0.000003808143,0.00004436562,0.000129996],"genre_scores_gemma":[0.9995998,0.0000908786,0.0001831381,0.0000284992,0.00002417169,0.00001201087,0.000002741135,0.00001310124,0.00004563972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005236692,"threshold_uncertainty_score":0.4757921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088017412721393,"score_gpt":0.2226938953951838,"score_spread":0.2138921541230445,"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."}}