{"id":"W2019173492","doi":"10.1038/srep02928","title":"Broadband solar absorption enhancement via periodic nanostructuring of electrodes","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Mitacs; King Abdullah University of Science and Technology","keywords":"Materials science; Absorption (acoustics); Optoelectronics; Photovoltaics; Finite-difference time-domain method; Solar cell; Planar; Quantum dot; Nanostructure; Broadband; Multiple exciton generation; Plasmonic solar cell; Current density; Optics; Photovoltaic system; Nanotechnology; Polymer solar cell; Physics; Computer science","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":[0.00004603389,0.0001319997,0.0001333494,0.0001214355,0.0001180318,0.0002680715,0.0002503326,0.0002053689,0.0005387525],"category_scores_gemma":[0.0001268596,0.0001758696,0.0001306234,0.00009228657,0.0001647533,0.000149473,0.0002030429,0.0002118742,0.0001945009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705178,"about_ca_system_score_gemma":0.0001173148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004331557,"about_ca_topic_score_gemma":0.0009390975,"domain_scores_codex":[0.9999548,0.000001879733,0.000003073662,0.0000126638,0.00001892804,0.000008633579],"domain_scores_gemma":[0.999952,0.0000121886,0.00001005601,0.000008450352,0.00001174114,0.000005709773],"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":[0.000008149234,0.000008320098,0.00008535271,0.00001874239,0.000002007098,0.00004407367,0.000009162849,0.0005725009,0.9976433,0.0001254515,0.00004525412,0.001437613],"study_design_scores_gemma":[0.000007707808,0.00004888574,0.0007824069,0.000002966511,0.000005044579,0.00006513069,0.000008164962,0.009484415,0.9888029,0.00005755201,0.0007304793,0.00000436046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907082,0.0002907854,0.005134173,0.00006539792,0.00004483427,0.00001224715,0.0000934218,0.0002174404,0.00343334],"genre_scores_gemma":[0.9937929,0.0001295302,0.005314271,0.00001624387,0.000005516952,0.000008820563,0.00004306302,0.00001458176,0.0006749903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005387525,"threshold_uncertainty_score":0.001962721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103416546454162,"score_gpt":0.2101736442231401,"score_spread":0.1998319895777239,"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."}}