{"id":"W4388939063","doi":"10.1038/s41565-023-01543-8","title":"Efficient multicarbon formation in acidic CO2 reduction via tandem electrocatalysis","year":2023,"lang":"en","type":"article","venue":"Nature Nanotechnology","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":288,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Faraday efficiency; Catalysis; Electrochemistry; Faradaic current; Tandem; Electrocatalyst; Reversible hydrogen electrode; Selectivity; Materials science; Chemical engineering; Inorganic chemistry; Chemistry; Nanotechnology; Electrode; Working electrode; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000267227,0.0001888687,0.0002627967,0.001280836,0.00009587036,0.00001535526,0.0002549136,0.001343802,0.0000388162],"category_scores_gemma":[0.0001591087,0.0001871174,0.0001033382,0.003213234,0.0001153478,0.00007858739,0.00008987864,0.001014472,0.0001392113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003380895,"about_ca_system_score_gemma":0.00002162743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783043,"about_ca_topic_score_gemma":0.0003080716,"domain_scores_codex":[0.9984696,0.00004646338,0.0003667517,0.0004210716,0.0002519361,0.0004441942],"domain_scores_gemma":[0.9992474,0.00002522649,0.0001305099,0.0004686881,0.00009047062,0.00003768661],"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":[0.00005680552,0.0001036501,0.00002454598,0.00002409486,0.00003256907,0.0000318549,0.0002075501,0.002697005,0.829448,0.01265828,0.00101417,0.1537014],"study_design_scores_gemma":[0.0005187258,0.00009109332,0.0001959536,0.00002353489,0.0000308586,0.0002171608,0.0002678869,0.03191754,0.9504934,0.00635311,0.009627562,0.0002631755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908316,0.0004970934,0.00190491,0.002940024,0.0004790384,0.0003247328,0.000002130397,0.002279612,0.0007409033],"genre_scores_gemma":[0.9989837,0.0001620058,0.0002389795,0.00004523767,0.00008140806,0.0001265518,0.0001329294,0.0000285284,0.0002006407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534383,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005293975679666697,"score_gpt":0.2429503403522935,"score_spread":0.2376563646726268,"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."}}