{"id":"W4411881851","doi":"10.1021/acssuschemeng.5c02356","title":"Tuning the Local H-rich Microenvironment by Armorial Chromic Oxide for Robust Ampere-Level Alkaline Hydrogen Evolution","year":2025,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"Natural Science Foundation of Shandong Province; Fundamental Research Funds for the Central Universities; China National Petroleum Corporation; National Natural Science Foundation of China","keywords":"Oxide; Hydrogen; Chemistry; Chemical engineering; Materials science; Nanotechnology; Inorganic chemistry; Engineering; 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":[0.00004804506,0.0001485716,0.0001033655,0.00007640942,0.0000859959,0.0002473041,0.0001953874,0.0001778219,0.000544067],"category_scores_gemma":[0.00007600116,0.000108561,0.00007068543,0.00005149989,0.000166727,0.0001584226,0.0001755582,0.0002199028,0.0001582568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735362,"about_ca_system_score_gemma":0.0001044562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003011961,"about_ca_topic_score_gemma":0.001211562,"domain_scores_codex":[0.9999565,0.000003110359,0.000002043113,0.0000101323,0.00001629973,0.00001188178],"domain_scores_gemma":[0.999971,0.000005525226,0.000009325078,0.000002514507,0.000004728776,0.000006808301],"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":[0.000009110887,0.000007455296,0.00006368001,0.00001054474,9.462964e-7,0.0000153176,0.000007232256,0.00007420691,0.9990168,0.00008691949,0.00001988041,0.00068796],"study_design_scores_gemma":[0.000004009543,0.00005157183,0.0006920061,0.000001300368,0.000002776768,0.00003089517,0.00001649045,0.001673553,0.9967142,0.0000343972,0.0007760137,0.000002843278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941771,0.0001724499,0.00402165,0.00004326494,0.00001421847,0.000009099927,0.00003158076,0.0001178408,0.001412851],"genre_scores_gemma":[0.9972731,0.00008346987,0.001919643,0.00001661931,0.000003191772,0.000005893185,0.00001958469,0.0000122731,0.0006660586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000544067,"threshold_uncertainty_score":0.001820087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004108483214552571,"score_gpt":0.1774758220105638,"score_spread":0.1733673387960113,"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."}}