{"id":"W2021949287","doi":"10.1016/j.jhazmat.2015.03.045","title":"Efficient catalytic ozonation of bisphenol-A over reduced graphene oxide modified sea urchin-like α-MnO2 architectures","year":2015,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Graphene; Sea urchin; Bisphenol A; Catalysis; Oxide; Chemistry; Chemical engineering; Environmental chemistry; Materials science; Nanotechnology; Organic chemistry; Epoxy; Ecology; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005466956,0.0003068943,0.0001069238,0.0001449897,0.00009547799,0.0002198601,0.0002988671,0.0002371143,0.0007561554],"category_scores_gemma":[0.00009017465,0.0001420854,0.0001421724,0.00008620165,0.0001191687,0.0002120903,0.0002147689,0.0002215953,0.0001972992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725765,"about_ca_system_score_gemma":0.00007686823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446422,"about_ca_topic_score_gemma":0.002069041,"domain_scores_codex":[0.9999561,0.00000416702,0.000002216526,0.000009536137,0.00001094051,0.00001691602],"domain_scores_gemma":[0.9999691,0.000003439579,0.000007299116,0.000004734403,0.000007085362,0.000008440758],"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":[0.00005519405,0.00001104097,0.00009420099,0.00003042004,0.000005743979,0.00004432802,0.00001516476,0.0002615354,0.9980419,0.0001544885,0.0000554949,0.001230477],"study_design_scores_gemma":[0.000005531483,0.00008390591,0.0009604662,0.000001998333,0.0000101144,0.00004559798,0.00001910712,0.003348677,0.9942415,0.00003798564,0.00124018,0.00000503003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964456,0.0001723226,0.001576352,0.00002715757,0.00002529742,0.000007562739,0.00005451579,0.00008133681,0.001609741],"genre_scores_gemma":[0.997794,0.0000887562,0.0008717271,0.00001074027,0.000002111868,0.000004326781,0.00004775451,0.000007118303,0.001173456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007561554,"threshold_uncertainty_score":0.002529562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212182079082037,"score_gpt":0.2703072511578132,"score_spread":0.2490890432496095,"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."}}