{"id":"W4391381078","doi":"10.1002/adfm.202400580","title":"High‐performance Photoelectrochemical Hydrogen Production Using Asymmetric Quantum Dots","year":2024,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Key Research and Development Program of China; European Regional Development Fund; Natural Sciences and Engineering Research Council of Canada; National Science and Technology Major Project; Higher Education Discipline Innovation Project; Priority Academic Program Development of Jiangsu Higher Education Institutions; Science and Technology Program of Suzhou; National Natural Science Foundation of China; Canada Research Chairs; Department of Education of Shandong Province","keywords":"Materials science; Photocurrent; Quantum dot; Hydrogen production; Heterojunction; Optoelectronics; Water splitting; Oxide; Absorption (acoustics); Nanotechnology; Chemical engineering; Hydrogen; Photocatalysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235685,0.0001955337,0.0001433738,0.00009537207,0.00008973733,0.0003142057,0.0002281999,0.000236398,0.0006262357],"category_scores_gemma":[0.00009322137,0.0001145686,0.0001035019,0.0001235679,0.0001380951,0.0002744575,0.0001947017,0.0002431125,0.0001805866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171415,"about_ca_system_score_gemma":0.00007825231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005005837,"about_ca_topic_score_gemma":0.0007403761,"domain_scores_codex":[0.9999291,0.000007887576,0.00000427849,0.00002457157,0.00002138976,0.00001285372],"domain_scores_gemma":[0.9999585,0.000009333725,0.000006376531,0.000005642003,0.00001253617,0.000007681331],"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":[0.00002274364,0.00001985749,0.0001277663,0.00002604084,0.000004090582,0.00002180459,0.00001048369,0.0003989451,0.9963285,0.0004805555,0.00008537259,0.002473908],"study_design_scores_gemma":[0.000009781154,0.0000357192,0.0003688424,0.000001320215,0.000003973538,0.00001836637,0.000006603558,0.008512937,0.9897308,0.00006705563,0.001240724,0.00000377633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768817,0.0006263651,0.01963251,0.000134259,0.00003336321,0.00002297183,0.0001634755,0.000143786,0.002361607],"genre_scores_gemma":[0.9935415,0.000174893,0.005225434,0.00001390988,0.000002903831,0.000008512869,0.00007055536,0.000008706937,0.00095355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006262357,"threshold_uncertainty_score":0.002301037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566061523284233,"score_gpt":0.2577427212406109,"score_spread":0.2420821060077686,"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."}}