{"id":"W1990913186","doi":"10.1117/12.2024499","title":"Light trapping in nanotube-based dye-sensitized solar cells","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research; U.S. Department of Energy","keywords":"Dye-sensitized solar cell; Photocurrent; Materials science; Solar cell; Absorption (acoustics); Optoelectronics; Nanoparticle; Photonic crystal; Current density; Electrolyte; Photoconductivity; Nanotechnology; Trapping; Nanotube; Photonics; Electrode; Carbon nanotube; Composite material; Chemistry","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":[0.00005549179,0.0001857078,0.0002236399,0.0001168724,0.000352438,0.000384556,0.000446356,0.0005756598,0.0004917922],"category_scores_gemma":[0.0001496572,0.0001382733,0.0001607753,0.0001998293,0.0001940362,0.0003498321,0.0001494312,0.0001974705,0.0003057871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838004,"about_ca_system_score_gemma":0.0002015657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007994944,"about_ca_topic_score_gemma":0.002040304,"domain_scores_codex":[0.9999106,0.000008657114,0.000004848057,0.00001814032,0.00004872082,0.000008926802],"domain_scores_gemma":[0.9999418,0.00001440151,0.000009781608,0.000006056135,0.00002201353,0.000005832616],"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":[0.0000223987,0.00003559762,0.0003891741,0.00008319578,0.000009414187,0.0001076075,0.0000227853,0.01788372,0.9703607,0.002378834,0.0002235957,0.008482981],"study_design_scores_gemma":[0.00001433554,0.00009967922,0.0004993662,0.000008138773,0.00001388033,0.000197929,0.00001698395,0.1046544,0.8867591,0.0006414478,0.00707565,0.00001903444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218257,0.003109037,0.1620382,0.0003813043,0.0001406535,0.00009181444,0.0002188842,0.000680382,0.0115139],"genre_scores_gemma":[0.9216934,0.001106773,0.07266323,0.00008400872,0.00002464114,0.00008437195,0.0001055359,0.00004055738,0.004197579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007994944,"threshold_uncertainty_score":0.00278461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838606206368266,"score_gpt":0.2014980093310949,"score_spread":0.1931119472674122,"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."}}