{"id":"W4392294511","doi":"10.1038/s41557-024-01471-7","title":"Molecularly defined electrodes host a concert of protons and electrons","year":2024,"lang":"en","type":"article","venue":"Nature Chemistry","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Chemistry; Electrode; Electron; Electron transfer; Chemical physics; Nanotechnology; Photochemistry; Physical chemistry; Physics; Nuclear physics; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768404,0.000441069,0.0003764101,0.0002142031,0.0002303982,0.001219462,0.001016331,0.000741152,0.002485951],"category_scores_gemma":[0.0003562915,0.0003600317,0.0001236004,0.0002836131,0.0005116038,0.001155362,0.0004542862,0.000888427,0.0008157266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733277,"about_ca_system_score_gemma":0.0001643683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497556,"about_ca_topic_score_gemma":0.0004697489,"domain_scores_codex":[0.9997091,0.00003082274,0.00001752854,0.00008917342,0.0001066331,0.00004676702],"domain_scores_gemma":[0.9998382,0.00005145557,0.00003486469,0.00002657577,0.00002585444,0.00002291508],"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":[0.0001102212,0.00002589842,0.000105764,0.000110615,0.00001262064,0.00007174171,0.00003507416,0.000061201,0.9935837,0.002786017,0.0003015868,0.002795401],"study_design_scores_gemma":[0.00001826667,0.00007469248,0.0001548342,0.000003996115,0.000008108151,0.00004998959,0.00002399378,0.0003814753,0.9945298,0.0001846392,0.004565622,0.000004748351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395429,0.003480216,0.03254476,0.001059899,0.0007993786,0.0001510548,0.0005117567,0.000785596,0.02112431],"genre_scores_gemma":[0.9802248,0.001041445,0.008833626,0.0002390052,0.00008291811,0.00004488488,0.0002770585,0.00008701668,0.009169135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485951,"threshold_uncertainty_score":0.008316338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002590338412339376,"score_gpt":0.2184483573095986,"score_spread":0.2158580188972592,"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."}}