{"id":"W4312353367","doi":"10.1109/pvsc48317.2022.9938800","title":"Monochromatic Light Trapping in Photonic Power Converters","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)","topic":"solar cell performance optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Monochromatic color; Trapping; Optoelectronics; Materials science; Photonics; Absorption (acoustics); Converters; Photovoltaic system; Optics; Power (physics); Physics; Electrical engineering","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":[0.0002136171,0.0001835744,0.0002012692,0.0002421301,0.0003269671,0.0006515802,0.0003053099,0.000289328,0.001188245],"category_scores_gemma":[0.000322089,0.0002137123,0.0001103888,0.0003752731,0.0003700564,0.0004674956,0.0002598364,0.0002621913,0.0003874333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710816,"about_ca_system_score_gemma":0.0003069818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008208315,"about_ca_topic_score_gemma":0.001915359,"domain_scores_codex":[0.9997841,0.00002899847,0.000007468106,0.00004798653,0.00009801639,0.0000334666],"domain_scores_gemma":[0.9998287,0.00006200728,0.00004288022,0.0000262011,0.0000304195,0.000009756504],"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":[0.0001475594,0.00008762322,0.001008519,0.0003310612,0.0000147992,0.0001255568,0.0001369202,0.01418413,0.8919089,0.01489517,0.000751767,0.07640786],"study_design_scores_gemma":[0.00001955043,0.0002625788,0.00151687,0.00003148712,0.00001592862,0.0002952923,0.00005378355,0.03445181,0.9497569,0.002007704,0.0115591,0.00002894192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8133575,0.01439752,0.1178124,0.0003803755,0.000120872,0.0001193744,0.0001713167,0.0007026918,0.05293792],"genre_scores_gemma":[0.9536642,0.001912988,0.03856797,0.00007282878,0.00002138501,0.0000331544,0.00004521938,0.00005343982,0.005628827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188245,"threshold_uncertainty_score":0.004143536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116140925001263,"score_gpt":0.2000240105525559,"score_spread":0.1884099180524297,"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."}}