{"id":"W4289755491","doi":"10.1016/j.jechem.2022.07.028","title":"Selective superoxide radical generation for glucose photoreforming into arabinose","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Gluconic acid; Chemistry; Catalysis; Carbon nitride; Electron transfer; Photochemistry; Artificial photosynthesis; Nanoparticle; Carbon fibers; Materials science; Photocatalysis; Nanotechnology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000356454,0.0001870873,0.0003319099,0.00008676019,0.0002651403,0.00002071449,0.0003638082,0.00009779033,0.0001892415],"category_scores_gemma":[0.0001809805,0.0001812826,0.000281122,0.0002372601,0.00005269968,0.0002236533,0.00009804477,0.0003631632,3.066181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008248555,"about_ca_system_score_gemma":0.0001858255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098759,"about_ca_topic_score_gemma":0.00002398731,"domain_scores_codex":[0.9984699,0.00004689912,0.0006065545,0.000230661,0.0004010288,0.0002449696],"domain_scores_gemma":[0.9988343,0.00008800936,0.0004775031,0.0002383082,0.0002306097,0.0001313115],"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":[0.0002106252,0.0001411447,0.00001952033,0.00001876093,0.00009569679,0.00002327033,0.0001351127,0.007665389,0.9863743,0.0004822967,0.001660964,0.003172972],"study_design_scores_gemma":[0.0006496071,0.0001423723,0.000002439056,0.000009859944,0.00004154275,0.0001996403,0.0001182883,0.001935108,0.9167188,0.003782657,0.07621605,0.0001835679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834955,0.0005362924,0.01382158,0.0001068787,0.0001798685,0.0000825107,0.000008331229,0.00006256992,0.001706449],"genre_scores_gemma":[0.9861891,0.00005250143,0.01194527,0.0002034638,0.000773781,0.0001537098,0.0000842291,0.00004672828,0.0005512713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07455508,"threshold_uncertainty_score":0.7392488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044945381973481,"score_gpt":0.2583395614240461,"score_spread":0.2478901076043113,"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."}}