{"id":"W2026154062","doi":"10.1039/c4ra16676k","title":"Ultrasonic-assisted self-assembly synthesis of highly dispersed β-MnO<sub>2</sub> nano-branches interwoven with graphene flakes for catalytic oxidation of aromatic compounds","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"Changchun Institute of Applied Chemistry; Chinese Academy of Sciences; Changchun University of Technology","keywords":"Graphene; Catalysis; Nano-; Materials science; Catalytic oxidation; Ultrasonic sensor; Chemical engineering; Nanotechnology; Organic chemistry; Chemistry; Composite material","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":[0.00006428012,0.00027302,0.0001281122,0.0001549861,0.00009822437,0.0001274099,0.0001394385,0.000227482,0.000946612],"category_scores_gemma":[0.0001139368,0.0001490339,0.0001418691,0.0001291223,0.000115039,0.00022235,0.0001320515,0.0002957605,0.0002123501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324612,"about_ca_system_score_gemma":0.00006995031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003958071,"about_ca_topic_score_gemma":0.001993501,"domain_scores_codex":[0.9999565,0.000003160418,0.000003629874,0.00001232999,0.00001396891,0.00001052891],"domain_scores_gemma":[0.9999475,0.000008522506,0.00001793033,0.000005469943,0.000009358901,0.00001112584],"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":[0.000008987142,0.000003912008,0.000030893,0.00001222602,0.000001393529,0.000008948486,0.000008287622,0.00003737874,0.9992146,0.00002435022,0.00001803504,0.0006309522],"study_design_scores_gemma":[0.000003920321,0.00003900595,0.00093047,0.000001321679,0.000003841344,0.00001845997,0.000009709257,0.0008047746,0.9976321,0.00001345741,0.0005406415,0.000002158037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911215,0.000636182,0.005631766,0.0000614061,0.00003898396,0.00002103516,0.0001238113,0.0001151995,0.002250087],"genre_scores_gemma":[0.992497,0.0002094316,0.005454312,0.00002551333,0.00000734213,0.00001550548,0.00008861576,0.00002228878,0.001680081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000946612,"threshold_uncertainty_score":0.003166735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517457243550989,"score_gpt":0.2314539141316407,"score_spread":0.2162793416961308,"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."}}