{"id":"W2076056807","doi":"10.1364/oe.22.00a465","title":"Light trapping design for low band-gap polymer solar cells","year":2014,"lang":"en","type":"article","venue":"Optics Express","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Tandem; Materials science; Absorption (acoustics); Optics; Trapping; Optoelectronics; Planar; Band gap; Theory of solar cells; Active layer; Solar cell; Polymer solar cell; Layer (electronics); Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111176,0.0001537238,0.000212795,0.0001600839,0.0003228428,0.0004703337,0.0005313172,0.000533718,0.001291293],"category_scores_gemma":[0.0003335152,0.0001999887,0.0001895914,0.00009661909,0.0002936261,0.0003262615,0.0002933852,0.0002436453,0.0002408366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006083214,"about_ca_system_score_gemma":0.0005007679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007217268,"about_ca_topic_score_gemma":0.001240297,"domain_scores_codex":[0.9999328,0.000008264563,0.000002855655,0.00001424773,0.00003286164,0.000008944496],"domain_scores_gemma":[0.999917,0.00002792256,0.00001628712,0.000007802327,0.00002179127,0.000009071944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000815142,0.0001239469,0.00117471,0.0001522862,0.00003030103,0.0001921081,0.00009943858,0.6256066,0.3466697,0.01013854,0.0004741669,0.01525678],"study_design_scores_gemma":[0.00003376019,0.00006802544,0.0002368977,0.000004819728,0.000006845421,0.00004463302,0.00001593862,0.9773709,0.02033193,0.000864402,0.001012479,0.000009396821],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6515279,0.0004287913,0.3303973,0.0003936856,0.00008308647,0.0001185485,0.0001196591,0.0003688605,0.01656204],"genre_scores_gemma":[0.9284677,0.00009052227,0.06914932,0.00005484131,0.000007974979,0.00009729514,0.00003430292,0.00002803581,0.002069924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291293,"threshold_uncertainty_score":0.004413724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061707385752649,"score_gpt":0.1951949800444696,"score_spread":0.1845779061869431,"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."}}