{"id":"W2108967438","doi":"10.1016/j.solmat.2006.11.011","title":"Thermophotovoltaic power generation systems using natural gas-fired radiant burners","year":2007,"lang":"en","type":"article","venue":"Solar Energy Materials and Solar Cells","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Thermophotovoltaic; Combustor; Radiant energy; Concentrator; Gas burner; Combustion; Radiator (engine cooling); Radiation; Materials science; Electricity generation; Nuclear engineering; Thermal energy; Energy transformation; Thermal; Optoelectronics; Optics; Power (physics); Chemistry; Engineering; Physics; Meteorology","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":[0.0003168918,0.0002085811,0.0002328848,0.0001307314,0.0001262836,0.0001888741,0.0001171184,0.0001974967,0.00004749237],"category_scores_gemma":[0.000007937549,0.0001899703,0.00003938006,0.00009476669,0.00003821597,0.000141954,0.00002869982,0.00008661763,0.000008022913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006405853,"about_ca_system_score_gemma":0.00001220508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993955,"about_ca_topic_score_gemma":0.00002174936,"domain_scores_codex":[0.9990031,0.0000384518,0.0003024324,0.00019329,0.0001223051,0.0003404334],"domain_scores_gemma":[0.9996204,0.00001696172,0.00006106406,0.0002031138,0.0000271508,0.00007127723],"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":[0.00001106102,0.000005874157,0.000004422357,0.0000179442,0.00003307112,0.00001635764,0.0001089942,0.008819314,0.9893843,0.0007755682,0.0001408434,0.0006822568],"study_design_scores_gemma":[0.0002304483,0.00002093738,0.00005791178,0.00002114279,0.00001541327,0.00002060011,0.0001263263,0.06958129,0.9210499,0.00004910341,0.008548446,0.000278477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986065,0.002511798,0.008195349,0.000008659872,0.002537084,0.00009197745,0.00001702638,0.0003998513,0.0001732547],"genre_scores_gemma":[0.9983013,0.0007712269,0.0005133112,0.00005757056,0.0002146739,0.000005437902,0.00002068872,0.00004815016,0.00006760512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06833439,"threshold_uncertainty_score":0.7746765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00917261016926341,"score_gpt":0.1910419624734079,"score_spread":0.1818693523041445,"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."}}