{"id":"W2995777698","doi":"10.1103/physrevlett.123.257401","title":"<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:mi mathvariant=\"double-struck\">T</mml:mi></mml:mrow></mml:math> Operator Bounds on Angle-Integrated Absorption and Thermal Radiation for Arbitrary Objects","year":2019,"lang":"lv","type":"article","venue":"Physical Review Letters","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Cornell Center for Materials Research; Defense Advanced Research Projects Agency; National Science Foundation","keywords":"Operator (biology); Computer science; Algorithm; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001208145,0.0007877057,0.0005382854,0.001223349,0.0006255401,0.003087886,0.001146995,0.0009416367,0.03434821],"category_scores_gemma":[0.005112943,0.0003764053,0.0005518605,0.0006675489,0.001930264,0.003032188,0.001424392,0.001861412,0.009104539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144719,"about_ca_system_score_gemma":0.0004713617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115076,"about_ca_topic_score_gemma":0.001943831,"domain_scores_codex":[0.9993838,0.0001419881,0.00003222337,0.0001112744,0.0002614746,0.00006929735],"domain_scores_gemma":[0.9975902,0.001154266,0.000333822,0.0006251299,0.0002379959,0.00005864719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006623592,0.00005035859,0.0004366829,0.0001589845,0.00001306112,0.0001362462,0.0001614692,0.05038465,0.02151149,0.8627136,0.02146718,0.04289999],"study_design_scores_gemma":[0.00001064236,0.00004210948,0.0008028655,0.00005910546,0.000006703511,0.0003327402,0.00009922771,0.4011214,0.04620302,0.5100111,0.04125259,0.00005844634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01298646,0.0002835377,0.8945606,0.000897712,0.0001561834,0.00003297413,0.0007403832,0.001746678,0.08859553],"genre_scores_gemma":[0.5211287,0.001379504,0.4376043,0.0008868172,0.0002674125,0.0003533624,0.001835329,0.005282951,0.03126161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03434821,"threshold_uncertainty_score":0.1149063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358454644219443,"score_gpt":0.2400795421809709,"score_spread":0.2264949957387764,"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."}}