{"id":"W1997316564","doi":"10.1109/jstqe.2013.2258140","title":"Tunnel-Junction-Limited Multijunction Solar Cell Performance Over Concentration","year":2013,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"solar cell performance optimization","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Université de Sherbrooke","keywords":"Doping; Physics; Optoelectronics","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":[0.0002152287,0.0002195173,0.0002615472,0.0002503084,0.00007711936,0.00007508884,0.0001646366,0.0002135543,0.00009017095],"category_scores_gemma":[0.00004784905,0.0002228928,0.00006258891,0.0008021131,0.00002302232,0.001095164,0.00000628932,0.0008757224,0.00002540578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006104271,"about_ca_system_score_gemma":0.0001519897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001278355,"about_ca_topic_score_gemma":0.00002561241,"domain_scores_codex":[0.9983191,0.00004887471,0.0006991806,0.0001374197,0.0003182185,0.000477136],"domain_scores_gemma":[0.9989499,0.00004089858,0.0002411205,0.000157661,0.0005288034,0.00008165925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006414711,0.0001371472,0.01447082,0.0001176356,0.00006534036,0.000003906277,0.000352005,0.8376588,0.1368166,0.00003777587,0.002220855,0.008054933],"study_design_scores_gemma":[0.001064217,0.0003201103,0.01829209,0.00004109742,0.00002652847,0.00003344395,0.00002620792,0.938687,0.03960936,0.00006978452,0.001603005,0.000227202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806939,0.0009911135,0.0162554,0.00004397949,0.001417915,0.0002434679,4.455304e-7,0.00008434666,0.0002693943],"genre_scores_gemma":[0.9925402,0.005432007,0.001421681,0.00005659949,0.0004056803,0.0000107415,0.00001212206,0.0000459175,0.00007502224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010281,"threshold_uncertainty_score":0.9089306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005792552325428154,"score_gpt":0.1877929249840093,"score_spread":0.1820003726585811,"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."}}