{"id":"W4404121990","doi":"10.1016/j.electacta.2024.145331","title":"Enhancing photovoltaic performance of dye-sensitized solar cells through TiO2/g-C3N4 nanocomposite photoanodes for improved charge carrier management","year":2024,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photovoltaic system; Dye-sensitized solar cell; Nanocomposite; Materials science; Charge carrier; Optoelectronics; Nanotechnology; Hybrid solar cell; Energy conversion efficiency; Chemistry; Polymer solar cell; Electrode","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":[0.00009968467,0.0002829495,0.0001817205,0.0001825274,0.0001671332,0.0003465295,0.0003637773,0.0004415571,0.0008606694],"category_scores_gemma":[0.0001389034,0.0001380516,0.0001343571,0.0001420366,0.0001195514,0.0003158344,0.0001669913,0.0003126248,0.0001843337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021646,"about_ca_system_score_gemma":0.0001762732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163914,"about_ca_topic_score_gemma":0.003278115,"domain_scores_codex":[0.9999254,0.000005990912,0.000004520996,0.00001868527,0.00002474356,0.00002066026],"domain_scores_gemma":[0.9999595,0.000006593496,0.000005889823,0.000003503824,0.0000179548,0.000006636312],"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":[0.00003306422,0.00001415105,0.00004704154,0.00002060554,0.000001661002,0.00002117897,0.000006984536,0.0001227529,0.9983962,0.0000534485,0.00003556474,0.001247268],"study_design_scores_gemma":[0.000003126521,0.00003755872,0.0003018502,0.000001970152,0.000004218427,0.00001569466,0.000007668284,0.002379559,0.9969167,0.00001287056,0.0003157727,0.000003099153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965514,0.0005970743,0.001452149,0.00006128728,0.00003783138,0.000008829598,0.00006711323,0.00005380786,0.00117049],"genre_scores_gemma":[0.9964452,0.000266023,0.001489045,0.00002064746,0.000004405861,0.000007827332,0.00004888403,0.00001095362,0.001707077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001163914,"threshold_uncertainty_score":0.002917945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006689873586877977,"score_gpt":0.2431273235574272,"score_spread":0.2364374499705493,"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."}}