{"id":"W2599552948","doi":"10.2172/824867","title":"Optical Coatings for Thermophotovoltaic Spectral Control","year":2004,"lang":"en","type":"report","venue":"","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Thermophotovoltaic; Materials science; Environmental science; Optoelectronics; 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":[0.0002333603,0.0004402144,0.0001699772,0.0004614285,0.0003810702,0.0007931069,0.0004287676,0.0004590556,0.004353829],"category_scores_gemma":[0.000570267,0.0002447571,0.000196613,0.0002529754,0.0002889666,0.0005222047,0.0003516109,0.0005824729,0.0007777031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000673204,"about_ca_system_score_gemma":0.0003984052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309665,"about_ca_topic_score_gemma":0.002259517,"domain_scores_codex":[0.9995957,0.00002211968,0.00001261812,0.00004637751,0.0002775026,0.00004561092],"domain_scores_gemma":[0.9998031,0.00003861862,0.00002601973,0.00002851262,0.00008733145,0.00001647255],"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":[0.00004738065,0.00003761381,0.0004829215,0.0002114832,0.00001241494,0.0001365127,0.00004011456,0.0005288827,0.9169812,0.01514981,0.004182273,0.06218952],"study_design_scores_gemma":[0.00001558392,0.00008053943,0.001589874,0.00004011725,0.00001862903,0.0007524823,0.00002411284,0.003185793,0.9062473,0.0009446063,0.0870862,0.00001494322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3803242,0.05956958,0.1552042,0.002369698,0.002644045,0.0004379349,0.000495641,0.001584167,0.3973705],"genre_scores_gemma":[0.8212789,0.01623996,0.1004127,0.000511842,0.0002756921,0.0001114723,0.0003644324,0.0002134497,0.06059144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004353829,"threshold_uncertainty_score":0.01456499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812885952286076,"score_gpt":0.247378775938432,"score_spread":0.2292499164155713,"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."}}