{"id":"W4389541223","doi":"10.17118/11143/20842","title":"The effect of photon recycling on thermophotovoltaic systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Thermophotovoltaic; Photon; Environmental science; Optoelectronics; Materials science; Physics; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005733654,0.0003917306,0.0002890597,0.0004108681,0.0006154848,0.0009447082,0.0006199039,0.0004655617,0.01171357],"category_scores_gemma":[0.001459734,0.0002322792,0.0003288011,0.0003784214,0.0005369625,0.001005493,0.0006243221,0.0006101918,0.00101168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008807129,"about_ca_system_score_gemma":0.0003565351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00065833,"about_ca_topic_score_gemma":0.0003746166,"domain_scores_codex":[0.9996907,0.00004660969,0.00001183615,0.00007767953,0.00008659714,0.00008662704],"domain_scores_gemma":[0.9993395,0.0003330074,0.0000768776,0.00008773838,0.0001202328,0.00004262677],"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":[0.001556812,0.0006166309,0.004571836,0.0009279956,0.0001297901,0.0005506383,0.000631362,0.05686356,0.7853443,0.06268917,0.003213412,0.08290461],"study_design_scores_gemma":[0.00007362857,0.0003771647,0.003480121,0.00008093622,0.00009082416,0.000381378,0.0002014334,0.1450412,0.8352782,0.005132244,0.009804208,0.00005875188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464933,0.003558461,0.01688137,0.0004557663,0.0001830841,0.00005738526,0.0001715999,0.0005705003,0.03162855],"genre_scores_gemma":[0.9956847,0.0003986052,0.001612904,0.0000496343,0.000008115971,0.00001740843,0.00004149285,0.00004342354,0.002143729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171357,"threshold_uncertainty_score":0.03918576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919083857806089,"score_gpt":0.2133459586364171,"score_spread":0.206426874778611,"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."}}