{"id":"W2799706090","doi":"10.30634/2414-2077.2018.04.2","title":"Titanium Dioxide-Carbon Nanotubes Composites Immobilized Ag Nanoparticles: Enhanced Photocatalytic Bacterial Inactivation and Mechanistic Study","year":2018,"lang":"en","type":"article","venue":"International Journal of Green Technology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photocatalysis; Titanium dioxide; Materials science; Carbon nanotube; Nanoparticle; Carbon dioxide; Composite material; Chemical engineering; Catalysis; Nanotechnology; Chemistry; 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":[0.0003853081,0.0001393098,0.0002723972,0.0003028959,0.0001015481,0.00008718958,0.0005290178,0.00008279521,0.0001404165],"category_scores_gemma":[0.0001827186,0.0001183912,0.00004101052,0.0002167214,0.0002764179,0.0002035621,0.0001584883,0.0001026452,0.0000355967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009697492,"about_ca_system_score_gemma":0.00005219648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007593029,"about_ca_topic_score_gemma":0.00006114408,"domain_scores_codex":[0.9986127,0.0000478781,0.000582465,0.0002345196,0.0003397765,0.0001826732],"domain_scores_gemma":[0.9986308,0.0001039446,0.0004328899,0.000204982,0.0005701627,0.0000572742],"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":[0.0002553066,0.00033887,0.0007278891,0.000002988532,0.00005569547,0.00001022413,0.000250062,7.753207e-7,0.9944401,0.001495778,0.000007490376,0.00241479],"study_design_scores_gemma":[0.0009772859,0.0008129451,0.001122507,0.00004900995,0.00005093868,0.00009647694,0.000752189,0.0001135601,0.9915856,0.004203225,0.0001190886,0.0001172265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997189,0.000035372,0.001009304,0.0008708287,0.0005054398,0.0002730422,0.000008023901,0.00005436544,0.00005455225],"genre_scores_gemma":[0.9977022,0.000008743421,0.001930033,0.00002862187,0.0002601823,0.00003273897,0.000001180086,0.00001456371,0.00002176847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002854584,"threshold_uncertainty_score":0.4827852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105591066977874,"score_gpt":0.2647409453502456,"score_spread":0.2536850346804668,"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."}}