{"id":"W3186136943","doi":"10.3390/en14154395","title":"Power and Spectral Range Characteristics for Optical Power Converters","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"solar cell performance optimization","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Broadcom (Canada)","funders":"","keywords":"Converters; Power (physics); Optical power; Optoelectronics; Diode; Laser; Range (aeronautics); Electrical engineering; Wavelength; Computer science; Optics; Materials science; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002911389,0.00008104373,0.0001011815,0.00002374402,0.00002829058,0.00004431652,0.00002887096,0.00004784183,0.0001311968],"category_scores_gemma":[0.00002177676,0.00008525448,0.00002608201,0.00004382216,0.00002436234,0.0001090285,0.0000132701,0.00004791051,0.000007940066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181197,"about_ca_system_score_gemma":0.000008273918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.789155e-7,"about_ca_topic_score_gemma":8.053306e-7,"domain_scores_codex":[0.9996214,0.000002902501,0.00009064894,0.00009073884,0.0000515082,0.0001428203],"domain_scores_gemma":[0.999809,0.00002864388,0.000008274929,0.0000915288,0.00002785577,0.00003467872],"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":[0.0004766414,0.0003618833,0.05374752,0.001567268,0.00124434,0.0003725407,0.01536036,0.3996838,0.3949115,0.05995242,0.04749146,0.02483022],"study_design_scores_gemma":[0.002231683,0.0001535496,0.06825253,0.00007159462,0.00007165161,0.00007252597,0.0009258054,0.7998114,0.0882579,0.0001810576,0.03902273,0.0009475411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883184,0.0003320983,0.00626746,0.00006861066,0.0006242577,0.00005598511,0.00001010424,0.0001394199,0.004183677],"genre_scores_gemma":[0.9894408,0.0001931313,0.009898931,0.00006044438,0.00005933974,0.00001078808,0.00002824262,0.00002613791,0.0002821838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001276,"threshold_uncertainty_score":0.3476577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004979091004211108,"score_gpt":0.1885841554720214,"score_spread":0.1836050644678103,"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."}}