{"id":"W3046297186","doi":"10.1615/annualrevheattransfer.2020032805","title":"HIGH-TEMPERATURE THERMAL PHOTONICS","year":2020,"lang":"en","type":"article","venue":"Annual Reviews of Heat Transfer","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Photonics; Thermal; Metamaterial; Thermal management of electronic devices and systems; Thermal radiation; Thermophotovoltaic; Radiative cooling","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":[0.0000663601,0.0001328475,0.0003130672,0.0000218853,0.00001800763,0.000007334952,0.0001912766,0.0001005975,0.0002400341],"category_scores_gemma":[0.00002227688,0.000106057,0.000114503,0.0001554308,0.00002553709,0.00009110387,0.000007126794,0.000193409,0.00007948674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007788248,"about_ca_system_score_gemma":0.000007977133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003223995,"about_ca_topic_score_gemma":0.000001670787,"domain_scores_codex":[0.9993846,0.0000195032,0.0002641814,0.0001068732,0.00008501941,0.0001398332],"domain_scores_gemma":[0.9997519,0.00001445138,0.000002916188,0.0001536493,0.00002367575,0.00005344602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110345,0.00009044325,0.000100399,0.002059381,0.0002008112,0.00002189899,0.00513434,0.04842497,0.8065903,0.01344662,0.03357081,0.0902497],"study_design_scores_gemma":[0.0006178812,0.0002195156,0.0005153872,0.0001415567,0.00006131273,0.000003271668,0.0001760057,0.001756295,0.3989225,0.00006430744,0.5970713,0.0004506349],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675545,0.02748425,0.0007013055,0.002048423,0.0001869569,0.000398549,0.0001030029,0.0007024311,0.0008205642],"genre_scores_gemma":[0.9856332,0.0132806,0.0003593468,0.0006376491,0.00003636961,0.0000154957,0.000007273969,0.00002162133,0.000008456183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5635006,"threshold_uncertainty_score":0.4324878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375352966703293,"score_gpt":0.2148481545442983,"score_spread":0.2010946248772654,"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."}}