{"id":"W4410700599","doi":"10.1002/ange.202508239","title":"Anomalous pH‐Dependence of Ru for Hydrogen Electrochemistry","year":2025,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Natural Science Foundation of Anhui Province; Anhui Provincial Development and Reform Commission","keywords":"Electrochemistry; Chemistry; Hydrogen; Inorganic chemistry; Physical chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001746839,0.0001961748,0.0001580041,0.000136767,0.0001302504,0.0003831796,0.0003554469,0.0003784789,0.001338986],"category_scores_gemma":[0.0006479584,0.0001013463,0.0001003958,0.000116516,0.0003955763,0.0004491961,0.0003292403,0.0006910293,0.0002780219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929725,"about_ca_system_score_gemma":0.00005993529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001578135,"about_ca_topic_score_gemma":0.000166793,"domain_scores_codex":[0.9998091,0.00002419828,0.000005630658,0.00005646184,0.00006143846,0.00004332058],"domain_scores_gemma":[0.9998549,0.00006225213,0.00002148901,0.00002178437,0.00002852846,0.00001105044],"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":[0.00009661292,0.00002104066,0.0007021099,0.0001262373,0.00001153998,0.0001913832,0.00008894842,0.0004114055,0.9825012,0.004982163,0.0005549744,0.01031241],"study_design_scores_gemma":[0.000003102159,0.00005631309,0.0008665262,0.000004430512,0.000006368035,0.0001556992,0.00003272207,0.005293203,0.9901407,0.000956725,0.002477719,0.000006525162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596507,0.002015789,0.02784539,0.0005866878,0.0001450385,0.00001453353,0.00021781,0.0004203759,0.009103613],"genre_scores_gemma":[0.9985797,0.0001694707,0.0008008958,0.00004509672,0.00001082313,0.00000310432,0.00004011376,0.000009680988,0.0003410203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001338986,"threshold_uncertainty_score":0.004479349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007996340416756625,"score_gpt":0.2485724491597048,"score_spread":0.2405761087429482,"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."}}