{"id":"W1892026729","doi":"10.1063/1.4931521","title":"Effects of non-ideal losses on the optimal bandgap arrangement of multi-junction solar cells comprising up to 5 subcells","year":2015,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Limiting; Ideal (ethics); Limit (mathematics); Work (physics); Wide-bandgap semiconductor; Materials science; Photovoltaic system; Energy conversion efficiency; Optoelectronics; Band gap; Engineering physics; Computer science; Electronic engineering; Physics; Electrical engineering; Mechanical engineering; Engineering; Mathematics","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":[0.0006223156,0.0004898051,0.0004881448,0.0004131572,0.0004460396,0.0009225612,0.0007025925,0.0004177958,0.000985394],"category_scores_gemma":[0.001987999,0.000314872,0.0002282569,0.0003783355,0.0005055616,0.001016916,0.000692676,0.0003250997,0.0001979921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715597,"about_ca_system_score_gemma":0.0002923607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028751,"about_ca_topic_score_gemma":0.00148237,"domain_scores_codex":[0.9996075,0.00006828435,0.00003143104,0.00006025319,0.0001361368,0.00009638558],"domain_scores_gemma":[0.9994439,0.0002426904,0.0001265993,0.00007801898,0.0000746406,0.00003407909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001571785,0.0002188062,0.0116486,0.0003849076,0.0001283391,0.0006010915,0.0001852956,0.4235691,0.5342986,0.006718774,0.0002131367,0.02046153],"study_design_scores_gemma":[0.00005717044,0.0007593615,0.01901389,0.00006707016,0.0002592226,0.0004067047,0.0004087979,0.3894205,0.5849507,0.002695333,0.001900328,0.00006095746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871179,0.0003609103,0.009828006,0.00003572039,0.00001033031,0.0000128709,0.00004535658,0.00004856501,0.002540275],"genre_scores_gemma":[0.9978766,0.00008769253,0.001793256,0.000007685366,0.000001790253,0.000007013893,0.00001864109,0.00001180798,0.0001954964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001028751,"threshold_uncertainty_score":0.004146993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353745943437406,"score_gpt":0.2284730756458873,"score_spread":0.2049356162115133,"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."}}