{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008957269,0.0002301112,0.0006643708,0.0001301929,0.0001178956,0.00007140937,0.0003859574,0.00007920438,0.001360757],"category_scores_gemma":[0.00008165892,0.0001377951,0.00007342158,0.00009641746,0.00006635474,0.0001946555,0.00007891087,0.00002063688,0.0000301327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004634428,"about_ca_system_score_gemma":0.00005360638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003366106,"about_ca_topic_score_gemma":0.00003895143,"domain_scores_codex":[0.9976634,0.0003442187,0.0008828251,0.0004158424,0.0002699833,0.0004237305],"domain_scores_gemma":[0.9990134,0.0002707191,0.0002810656,0.0003111118,0.00006347425,0.0000602855],"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":[0.0005023484,0.000275422,0.000620308,0.00008173121,0.0000163241,0.000003913927,0.001131342,0.000005000717,0.9961177,0.0001265499,0.0005916662,0.0005276672],"study_design_scores_gemma":[0.001645842,0.0007125407,0.001561242,0.00009525575,0.00002034792,0.000002891579,0.000447742,0.00000812366,0.9918395,0.0003215287,0.003116079,0.0002288879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969966,0.00007994756,0.0000552436,0.0002021886,0.001320058,0.001051348,0.0002123802,0.00004351685,0.00003867113],"genre_scores_gemma":[0.9992741,0.00001326968,0.0003304374,0.00004356075,0.0001343974,0.0001409986,0.000002643015,0.00002895307,0.00003164187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004278207,"threshold_uncertainty_score":0.9995521,"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."}}