{"id":"W3159033508","doi":"10.1002/solr.202100169","title":"Polarizable High‐Index Nanoparticles Used for Light‐Induced Crystal‐Silicon Passivation and Dielectric Antenna for High‐Efficiency Solar Cell","year":2021,"lang":"en","type":"article","venue":"Solar RRL","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Morgan Solar (Canada)","funders":"ShanXi Science and Technology Department; Priority Academic Program Development of Jiangsu Higher Education Institutions; Postdoctoral Research Foundation of China; National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Materials science; Passivation; Optoelectronics; Dielectric; Solar cell; Energy conversion efficiency; Short circuit; Solar cell efficiency; Band gap; Crystalline silicon; Optics; Nanotechnology; Voltage; Electrical engineering; Layer (electronics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002132705,0.0002774496,0.0003480392,0.0001909845,0.000278831,0.0001653833,0.0001913559,0.0003021219,0.00001624509],"category_scores_gemma":[0.0001945196,0.0002824639,0.0001054392,0.000476674,0.00003365297,0.0002558111,0.00005867555,0.0002148022,0.000007205079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007185119,"about_ca_system_score_gemma":0.00005854947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002625385,"about_ca_topic_score_gemma":0.00004650468,"domain_scores_codex":[0.9984296,0.00002843087,0.0003421344,0.0004304948,0.000156583,0.0006127782],"domain_scores_gemma":[0.999163,0.00016638,0.00006665589,0.0003891844,0.000122903,0.00009188176],"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":[0.00001757841,0.00007932285,0.001024722,0.000184728,0.00003594896,0.000004562643,0.0001625792,0.00005945823,0.9944596,0.00119744,0.0002164373,0.002557673],"study_design_scores_gemma":[0.001395361,0.0002195666,0.001882855,0.00002367846,0.00004708379,0.000005052918,0.0003040353,0.04999207,0.9412634,0.001986401,0.00250699,0.0003734567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570682,0.0017543,0.03895353,0.0004154438,0.0003792228,0.0006323587,0.00004305067,0.0006775712,0.00007632816],"genre_scores_gemma":[0.9979041,0.0001600551,0.001317466,0.00006379951,0.00007944735,0.0001369519,0.00005386345,0.00007473134,0.0002096416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05319609,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059454526805095,"score_gpt":0.2054986724383447,"score_spread":0.1949041271702937,"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."}}