{"id":"W4416074134","doi":"10.1039/d5tc02936h","title":"Alloying Au into a Cu/Cu <sub>2</sub> O/nickel foam photoanode for solar-enhanced hydrogen production coupled with glucose oxidation","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Copper-based nanomaterials and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Đại học Huế; Université Laval","keywords":"Hydrogen production; Hydrogen; Production (economics); Water splitting; Catalysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001143,0.0002927116,0.000565274,0.00008161359,0.0003012019,0.0002326111,0.0003814199,0.0001570955,0.0001136898],"category_scores_gemma":[0.0002706217,0.0002473826,0.000111015,0.0002147575,0.0001014827,0.0003868691,0.00007464394,0.00008590692,0.00001573775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359469,"about_ca_system_score_gemma":0.0005983338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003902496,"about_ca_topic_score_gemma":0.00001474825,"domain_scores_codex":[0.9978174,0.00005972034,0.001001835,0.0004196898,0.0003243843,0.0003769857],"domain_scores_gemma":[0.9978537,0.00007511338,0.001044907,0.0004042515,0.0005039115,0.0001180949],"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":[0.0009439877,0.0001770289,0.000008860188,0.0004777517,0.00004924372,0.000002807361,0.0001834671,0.0002020918,0.9974042,0.00000894507,0.000244078,0.000297591],"study_design_scores_gemma":[0.001355735,0.00009673815,0.00004760443,0.0003655598,0.0001517728,0.00005022321,0.0001332973,0.00004802243,0.9967186,0.0005337338,0.0002422418,0.0002564235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919749,0.00008281152,0.005794819,0.0007918201,0.000618302,0.0006033376,0.0000479116,0.00006032138,0.00002572955],"genre_scores_gemma":[0.9965413,0.00006197314,0.002232118,0.00006799959,0.0006958411,0.000211463,0.00006842941,0.00003690066,0.00008394998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004566378,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008152900127634788,"score_gpt":0.241962349319646,"score_spread":0.2338094491920112,"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."}}