{"id":"W2516213582","doi":"10.1063/1.4962081","title":"Effects of lens temperature on irradiance profile and chromatic aberration for CPV optics","year":2016,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; European Commission","keywords":"Fresnel lens; Optics; Chromatic aberration; Irradiance; Materials science; Lens (geology); Silicon; Focal length; Fresnel zone antenna; Optoelectronics; Chromatic scale; Physics; Radiation pattern; Telecommunications","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":[0.0000607893,0.0001278171,0.0001433151,0.0000619744,0.00004060248,0.00003682626,0.000066497,0.00009876777,0.000009312322],"category_scores_gemma":[0.00009971108,0.00009873477,0.00001771702,0.00008952599,0.00003773097,0.0004071734,0.000008580696,0.00006005986,0.00000696835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003371909,"about_ca_system_score_gemma":0.00001721284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.394283e-7,"about_ca_topic_score_gemma":4.933523e-7,"domain_scores_codex":[0.9994605,0.000001693046,0.0001449414,0.0001428043,0.00009101412,0.0001590962],"domain_scores_gemma":[0.9996578,0.00005698123,0.00005126804,0.00005426563,0.0001435882,0.00003611495],"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":[0.00002061942,0.00001921156,0.001466419,0.001636494,0.00002186639,1.711953e-7,0.0009709139,0.00005969982,0.9886068,0.002665679,0.0007608091,0.003771337],"study_design_scores_gemma":[0.001395521,0.0005335104,0.01375112,0.00136766,0.00004892785,0.000004619585,0.0001020151,0.6289772,0.3525491,0.000632514,0.0002383823,0.0003994163],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880187,0.00009451254,0.0085216,0.0001633712,0.0001603466,0.0008279418,0.000008187948,0.0001593712,0.002046007],"genre_scores_gemma":[0.9928014,0.0002801781,0.006504178,0.00002427316,0.00005447912,0.0001300492,0.000003954842,0.00002506442,0.0001764568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360577,"threshold_uncertainty_score":0.4026287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008815421424605778,"score_gpt":0.1987855939897213,"score_spread":0.1899701725651155,"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."}}