{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001024784,0.0001293511,0.0002056586,0.00009840317,0.0003100834,0.000389071,0.0001510596,0.00004621929,0.004890263],"category_scores_gemma":[0.0000551183,0.00009574177,0.00006819822,0.0001399397,0.0003051158,0.0004125256,0.00006217504,0.00004813377,0.0002347297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003369072,"about_ca_system_score_gemma":0.00007381579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000288144,"about_ca_topic_score_gemma":0.00001185463,"domain_scores_codex":[0.9980634,0.00005606175,0.0005448737,0.0005141955,0.000492868,0.0003285908],"domain_scores_gemma":[0.9988122,0.0000155403,0.0003460963,0.0005789563,0.0001776495,0.00006955143],"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":[0.000004498915,0.00002559719,0.0004767471,0.00003466439,0.000004411053,0.000004785448,0.0003487364,0.000009397084,0.9951561,0.0000163803,0.001074824,0.00284384],"study_design_scores_gemma":[0.00003544684,0.00004276095,0.001549077,0.00004032047,0.000009891178,0.00005251291,0.00004888774,0.0001077349,0.990689,0.004742063,0.002556729,0.000125536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948803,0.0005504826,0.0004477745,0.00004916863,0.003168636,0.0002591917,7.317391e-7,0.00003919268,0.0006045193],"genre_scores_gemma":[0.9977812,0.00001123674,0.0007192619,0.0000109567,0.00004507385,0.00003441764,0.000004916573,0.00001058094,0.001382395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004725683,"threshold_uncertainty_score":0.9960194,"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."}}