{"id":"W2312898235","doi":"10.1364/fio.2012.fth3d.3","title":"Epsilon-Near-Zero Metamaterial Emitters for High Efficiency Thermophotovoltaics","year":2012,"lang":"en","type":"article","venue":"","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermophotovoltaic; Metamaterial; Black-body radiation; Optoelectronics; Materials science; Limit (mathematics); Photonics; Optics; Thermal; Thermal radiation; Physics; Radiation; Common emitter","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":[0.00009811233,0.0001090324,0.0001105674,0.00003782857,0.00005533621,0.00003663957,0.0001504827,0.00008350764,0.0001368012],"category_scores_gemma":[0.00002758355,0.00009125088,0.00004477182,0.00007940832,0.00002884727,0.0001004613,0.00001886397,0.00005190364,0.00008263122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002880726,"about_ca_system_score_gemma":0.00000481954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009272165,"about_ca_topic_score_gemma":6.630722e-7,"domain_scores_codex":[0.9994383,0.000004577066,0.0001262338,0.00007413724,0.00006740457,0.0002892747],"domain_scores_gemma":[0.9997216,0.00003599133,0.00001594314,0.0001701962,0.00001373344,0.00004256165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009847491,0.0002056986,0.00182899,0.0002307791,0.0002899664,0.000001883941,0.001795139,0.05729801,0.7808809,0.09949356,0.03471505,0.02316161],"study_design_scores_gemma":[0.001211853,0.0001057555,0.006103548,0.00001367944,0.00006504273,0.000005797694,0.0001807475,0.09087037,0.8421048,0.003214144,0.05532593,0.0007983189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486698,0.0001503749,0.04647967,0.00005137336,0.001270736,0.0001857027,0.00001241326,0.001563119,0.001616828],"genre_scores_gemma":[0.9863972,0.00001305406,0.01322989,0.00009159675,0.00003558149,0.00005351167,0.000005651736,0.00002710504,0.0001463988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09627941,"threshold_uncertainty_score":0.3721103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112228387352041,"score_gpt":0.2110134933478905,"score_spread":0.1998912094743701,"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."}}