{"id":"W1959126448","doi":"10.1007/s10854-015-3979-y","title":"Visible-light-driven catalytic degradation of ciprofloxacin on metal (Fe, Co, Ni) doped titanate nanotubes synthesized by one-pot approach","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; X-ray photoelectron spectroscopy; Photocatalysis; Scanning electron microscope; Transmission electron microscopy; Doping; Chemical engineering; Hydrothermal circulation; Titanate; Visible spectrum; Catalysis; Nanotechnology; Nuclear chemistry; Composite material; Organic chemistry; Ceramic; Optoelectronics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005668164,0.0003995556,0.001307564,0.0008399388,0.0001112886,0.0002249384,0.001325473,0.0001901577,0.00007103625],"category_scores_gemma":[0.0007975834,0.0003306058,0.00009460289,0.0008909538,0.0003472407,0.001150849,0.0001385298,0.00020862,0.00002018256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298212,"about_ca_system_score_gemma":0.0007648594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117404,"about_ca_topic_score_gemma":0.00002785801,"domain_scores_codex":[0.9949825,0.000486658,0.001863461,0.0005036346,0.001381597,0.0007821486],"domain_scores_gemma":[0.9968477,0.0001006453,0.001728585,0.0006128117,0.000517753,0.0001924836],"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":[0.0008749674,0.0003410752,0.00000916225,0.00006103161,0.00005243762,0.000007082542,0.0001587312,0.0007594728,0.9934848,0.003915449,0.000147976,0.0001878164],"study_design_scores_gemma":[0.001034124,0.0008665066,0.00001660618,0.0001500309,0.00008515632,0.00004206425,0.0001285391,0.00005266024,0.9941437,0.002702957,0.0004466841,0.0003309633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972525,0.0001938969,0.0004433623,0.00007599762,0.0004942037,0.0004946691,0.00005861466,0.00005310664,0.0009337025],"genre_scores_gemma":[0.9932922,0.0001759345,0.006133622,0.00004128234,0.0001025152,0.00004114799,0.00004506063,0.00005721217,0.0001110395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00569026,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245959564426293,"score_gpt":0.2887373264231937,"score_spread":0.2641413699805644,"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."}}