{"id":"W2520843217","doi":"10.1039/c6tc02898e","title":"Quantum efficiency enhancement in multi-junction solar cells with spectrally selective and conducting 1D photonic crystals","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"solar cell performance optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Photonic crystal; Optoelectronics; Quantum efficiency; Photovoltaic system; Photonics; Energy conversion efficiency; Optics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003369006,0.0001311857,0.000213879,0.00004951236,0.00002685495,0.00004012201,0.00006311719,0.0000658331,0.0001447562],"category_scores_gemma":[0.00002446726,0.0000917293,0.00001732034,0.0000846229,0.0000265553,0.00027213,0.00001063257,0.00008986182,0.000002637096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758979,"about_ca_system_score_gemma":0.00003654835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002770083,"about_ca_topic_score_gemma":9.116519e-7,"domain_scores_codex":[0.9991858,0.00001660759,0.0003738739,0.0001043113,0.000134654,0.0001847345],"domain_scores_gemma":[0.9995911,0.00002300463,0.0001993552,0.00007335569,0.0000742312,0.00003893973],"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":[0.00007105649,0.00003102539,0.0000959766,0.0001156607,0.00002129443,0.000008348962,0.0001566772,0.005877247,0.9935388,1.394787e-7,0.00001764771,0.00006613845],"study_design_scores_gemma":[0.001101781,0.0000780223,0.0001414364,0.0002405178,0.00001430272,0.00007901165,0.00008598928,0.00340388,0.994701,0.000003396905,0.00002271496,0.000127989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989278,0.00007239207,0.01020528,0.00001248763,0.0002203496,0.00008523215,0.000002219679,0.00001871625,0.0001053568],"genre_scores_gemma":[0.9963647,0.0003961126,0.003099624,0.000003634326,0.00007812645,0.00000343759,9.220124e-7,0.00002130151,0.00003211766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007105652,"threshold_uncertainty_score":0.3740612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252536034870225,"score_gpt":0.2069525390261587,"score_spread":0.1944271786774565,"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."}}