{"id":"W4389180745","doi":"10.1002/smll.202306453","title":"Efficient Photoelectrochemical Hydrogen Generation Based on Core Size Effect of Heterostructured Quantum Dots","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Higher Education Discipline Innovation Project; Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Photocurrent; Quantum dot; Materials science; Core (optical fiber); Semiconductor; Absorption (acoustics); Shell (structure); Nanotechnology; Optoelectronics; Hydrogen; Colloid; Oxide; Electrode; Chemical engineering; Chemistry; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001981306,0.0002196486,0.0003065593,0.0001198112,0.00005088438,0.000008761729,0.0001981993,0.000140751,0.00005198727],"category_scores_gemma":[0.0002473746,0.000188024,0.0001586968,0.0004585089,0.00005110237,0.0000113404,0.00004087569,0.0001188006,0.00004217681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008530956,"about_ca_system_score_gemma":0.00001986749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006108142,"about_ca_topic_score_gemma":0.00002989523,"domain_scores_codex":[0.9987236,0.00007921277,0.0002694674,0.0003690659,0.0002592444,0.0002994559],"domain_scores_gemma":[0.9990082,0.0002742465,0.0001174733,0.0004916812,0.0000429711,0.00006547381],"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":[0.000196809,0.00003188856,0.00007457711,0.00003113882,0.0000187909,0.000006889421,0.00003075188,0.04865856,0.9496543,0.0001655257,0.000117133,0.001013646],"study_design_scores_gemma":[0.0004634279,0.0003502127,0.00009671794,0.00001638943,0.00002115789,0.000001179616,0.000001016006,0.2472496,0.751251,0.0002518397,0.0001679801,0.0001294024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981421,0.00001300667,0.0004846601,0.00001656974,0.00007241159,0.0004269861,0.00001437462,0.0004499694,0.0003799709],"genre_scores_gemma":[0.9986854,0.000001787746,0.0006656977,0.00009193361,0.00007227224,0.0001473782,0.0002379982,0.00004746879,0.00005013214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985911,"threshold_uncertainty_score":0.7667397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704896919295294,"score_gpt":0.2674369375159351,"score_spread":0.2503879683229821,"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."}}