{"id":"W3119911029","doi":"10.1109/pvsc45281.2020.9300433","title":"External Radiative Efficiency In Multijunction Devices","year":2020,"lang":"en","type":"article","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002706018,0.0000499987,0.00004744258,0.00003487443,0.00001344985,0.00001201159,0.00003823188,0.00002377685,0.0001461625],"category_scores_gemma":[0.00001011236,0.00004856478,0.00001028586,0.0001858425,0.000004470798,0.0001799735,0.000005934721,0.00006168123,0.0001134477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813674,"about_ca_system_score_gemma":0.000003300059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007823226,"about_ca_topic_score_gemma":0.0000150163,"domain_scores_codex":[0.9997077,0.000004977016,0.00008483099,0.00006656324,0.00005440703,0.00008149458],"domain_scores_gemma":[0.9999155,0.000008481534,0.00000761346,0.00003244882,0.00000713041,0.00002878555],"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":[0.000003060017,0.00000423985,0.0118617,0.00001348865,0.000001463549,8.344787e-7,0.0007556191,0.9826429,0.001621344,0.00001172574,0.0000605591,0.003023059],"study_design_scores_gemma":[0.0001943527,0.0000128607,0.01587236,0.000005098192,0.000001132468,2.829916e-7,0.0000762921,0.9815469,0.002066935,0.000002309323,0.0001628762,0.00005858735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5787767,0.000155584,0.4117339,0.0000917966,0.0001744395,0.0001131405,4.075642e-7,0.0002805452,0.008673436],"genre_scores_gemma":[0.9921052,0.00003312439,0.007687764,0.00009270218,0.00004807211,0.000004307035,0.000001898344,0.00000892423,0.00001793567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133285,"threshold_uncertainty_score":0.1980414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035436320487369,"score_gpt":0.1956040706089131,"score_spread":0.1852497074040394,"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."}}