{"id":"W2000532381","doi":"10.1039/c3ta12329d","title":"Graphene-wrapped hierarchical TiO2 nanoflower composites with enhanced photocatalytic performance","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"","keywords":"Nanoflower; Photocatalysis; Materials science; Graphene; High-resolution transmission electron microscopy; Dielectric spectroscopy; Raman spectroscopy; Chemical engineering; Specific surface area; Titanium dioxide; Spectroscopy; Fourier transform infrared spectroscopy; Nanotechnology; Composite material; Electrochemistry; Nanostructure; Transmission electron microscopy; Chemistry; Optics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002208299,0.0002966976,0.0005790804,0.0000725543,0.00008376468,0.0001041054,0.0004683932,0.0001409447,0.001503535],"category_scores_gemma":[0.00003788123,0.0002188368,0.0001169072,0.0002013963,0.0001749702,0.0004637141,0.00006628944,0.0002406983,0.00007175579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007234765,"about_ca_system_score_gemma":0.00006485044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003451169,"about_ca_topic_score_gemma":0.000001698549,"domain_scores_codex":[0.9982117,0.0000409796,0.0007775175,0.0002325141,0.0003981687,0.0003391637],"domain_scores_gemma":[0.9983725,0.00006677866,0.0006733754,0.0004077439,0.0003078263,0.0001717629],"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":[0.0003962696,0.0001145777,0.00004875748,0.0001499456,0.00009272493,0.00001603097,0.00007267182,0.0002037847,0.9981924,0.00001086977,0.0003963667,0.0003055893],"study_design_scores_gemma":[0.0007347453,0.0001714447,0.0001947145,0.000209843,0.00005820029,0.0002624329,0.00002935797,0.00002990742,0.9964116,0.0005156078,0.001105473,0.0002766394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964142,0.00003937539,0.0006254265,0.00005936043,0.00007778991,0.0002336108,0.000004526851,0.0001093453,0.002436373],"genre_scores_gemma":[0.9911491,0.00004964878,0.007901841,0.00007722019,0.0002243466,0.00007879364,0.00001673743,0.00005800844,0.0004443341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007276414,"threshold_uncertainty_score":0.9994092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005939726838297401,"score_gpt":0.2226271132537863,"score_spread":0.2166873864154889,"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."}}