{"id":"W2307467591","doi":"10.3390/nano6040055","title":"Numerical Study of Complementary Nanostructures for Light Trapping in Colloidal Quantum Dot Solar Cells","year":2016,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanopillar; Materials science; Quantum dot; Nanostructure; Fabrication; Optoelectronics; Absorption (acoustics); Quantum dot solar cell; Solar cell; Nanotechnology; Photovoltaic system; Heterojunction; Trapping; Plasmonic solar cell; Polymer solar cell","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":[0.0003425776,0.0003314755,0.0004770056,0.0005501392,0.0006037499,0.0007026182,0.0007487583,0.001466911,0.002425939],"category_scores_gemma":[0.002431403,0.0004389378,0.0004358646,0.0003117429,0.0007081297,0.0006885182,0.000448638,0.0004908073,0.0001544488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179178,"about_ca_system_score_gemma":0.001125998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255979,"about_ca_topic_score_gemma":0.0106839,"domain_scores_codex":[0.9998933,0.00002498034,0.000003713321,0.00001673062,0.00003344141,0.00002774797],"domain_scores_gemma":[0.9989102,0.0007228838,0.0001002024,0.00003592775,0.00014715,0.0000836809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004438436,0.0000943927,0.003521346,0.00008902904,0.00003248917,0.0002211365,0.00005578472,0.9689159,0.01027584,0.01406052,0.0004420108,0.002247004],"study_design_scores_gemma":[0.00001049391,0.00001098307,0.00024472,0.000002591041,0.000003352868,0.00001023456,0.00001033775,0.9986863,0.0004120702,0.0004624303,0.0001430558,0.000003480598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460865,0.0004841784,0.03364094,0.0005500893,0.00006336669,0.0000740504,0.0002275093,0.0001031298,0.01877038],"genre_scores_gemma":[0.9831602,0.00009170073,0.01450505,0.00005765034,0.00001629655,0.00007477604,0.00008018573,0.00003274371,0.001981371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255979,"threshold_uncertainty_score":0.02497339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017796916133613,"score_gpt":0.265718737444495,"score_spread":0.2355407682831589,"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."}}