{"id":"W3161362555","doi":"10.1039/d1gc01208h","title":"High yield electrooxidation of 5-hydroxymethyl furfural catalysed by unsaturated metal sites in CoFe Prussian Blue Analogue films","year":2021,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Australian Research Council; Australian Renewable Energy Agency","keywords":"Prussian blue; Furfural; Yield (engineering); Metal; Hydroxymethyl; Chemistry; Nuclear chemistry; Dihydroxyacetone; Electrode; Inorganic chemistry; Organic chemistry; Materials science; Electrochemistry; Catalysis; Metallurgy; Physical 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":[0.00007529724,0.0002035448,0.0003199614,0.00006212476,0.00002319631,0.00001717633,0.0001743378,0.0002132013,0.001265047],"category_scores_gemma":[0.00006406365,0.0002275607,0.0001149755,0.0007607429,0.00003285136,0.000132107,0.00004879961,0.0002307843,0.00001576287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009779009,"about_ca_system_score_gemma":0.00004216628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005083938,"about_ca_topic_score_gemma":0.0002205655,"domain_scores_codex":[0.9988906,0.00001472181,0.0003444466,0.0002781223,0.0002072614,0.0002648764],"domain_scores_gemma":[0.9993758,0.00006232881,0.00008049747,0.0003495393,0.00005673386,0.00007506401],"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":[0.00001101096,0.00003017787,0.0004083712,0.0001387517,0.0001233077,0.00002559901,0.00005852211,0.0003673602,0.9947991,0.000001258185,0.00375782,0.0002786639],"study_design_scores_gemma":[0.0003507891,0.000007791842,0.000579627,0.00003428125,0.00005810949,0.00001367911,0.000101427,0.005728846,0.9926451,0.000007623974,0.0002480776,0.0002246214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983481,0.0005204161,0.00009888773,0.00007846331,0.00004370869,0.00005891745,0.0004771795,0.0001012895,0.0002730096],"genre_scores_gemma":[0.9859256,0.00002112021,0.0002579523,0.00001285978,0.00002896879,0.000009237282,0.01323313,0.000026608,0.0004845788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275595,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006097600977607833,"score_gpt":0.1868573792599844,"score_spread":0.1807597782823765,"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."}}