{"id":"W4389696954","doi":"10.1039/d3su00379e","title":"Efficient integration of carbon dioxide reduction and 5-hydroxymethylfurfural oxidation at high current density","year":2023,"lang":"en","type":"article","venue":"RSC Sustainability","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Light Source","keywords":"Anode; Carbon fibers; Cathodic protection; Carbon dioxide; Reduction (mathematics); Current density; Materials science; Chemistry; Chemical engineering; Electrode; Composite material; Organic chemistry; Mathematics","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":[0.0006361809,0.0001508936,0.0002212492,0.0001919515,0.0001135382,0.00001189333,0.00007215557,0.00009748406,0.00001900966],"category_scores_gemma":[0.0003694768,0.0001440387,0.00008137476,0.0006330911,0.0001527087,0.00005826057,0.0001413815,0.0001326076,0.000003015241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008825627,"about_ca_system_score_gemma":0.00006387888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599577,"about_ca_topic_score_gemma":0.0001407167,"domain_scores_codex":[0.9986008,0.0001561645,0.0003642024,0.0003903055,0.0002600253,0.0002284486],"domain_scores_gemma":[0.9989079,0.00004432802,0.0001556445,0.0003970601,0.0004243973,0.0000706287],"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":[0.0004339133,0.0004107278,0.00640991,0.000773361,0.00004876097,0.000005906411,0.004001786,0.009299467,0.566462,0.01717,0.0003136421,0.3946705],"study_design_scores_gemma":[0.0003876576,0.0001285218,0.1091605,0.0000332872,0.00005995978,0.00001657388,0.002429996,0.007162658,0.8583681,0.02118376,0.0007791024,0.0002898943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979704,0.00009700395,0.0003793545,0.0003856765,0.000352913,0.0004015036,0.000003297681,0.0003112081,0.00009862389],"genre_scores_gemma":[0.999394,0.00004217214,0.00005454623,0.000001975007,0.00008341673,0.00005276104,0.00008478299,0.0000137651,0.0002725657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3943806,"threshold_uncertainty_score":0.5873729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074949828144333,"score_gpt":0.2678103527369672,"score_spread":0.2570608544555239,"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."}}