{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002961345,0.0003190316,0.0002305231,0.00007933818,0.0001831141,0.0002736512,0.0003512363,0.0002309604,0.0004395742],"category_scores_gemma":[0.0001716883,0.0003992412,0.000375101,0.0002566011,0.0001376543,0.0004235767,0.0001144384,0.0005094896,0.0006659533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867023,"about_ca_system_score_gemma":0.000109207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005249879,"about_ca_topic_score_gemma":0.000007724146,"domain_scores_codex":[0.9981738,0.00005689116,0.0004394826,0.0004622522,0.0003749138,0.0004927163],"domain_scores_gemma":[0.9987227,0.0002668456,0.0002988231,0.0005483379,0.0000290461,0.0001342345],"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":[0.0002126562,0.00007221926,0.000003646502,0.00179591,0.0002327187,0.00002879647,0.0003427514,0.002593772,0.015737,0.972986,0.001755806,0.00423868],"study_design_scores_gemma":[0.0008365351,0.0003800249,0.0002671266,0.001908121,0.0003149302,0.00003356812,0.0001058947,0.9396896,0.05283853,0.00004282272,0.00312663,0.0004561965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922701,0.002292892,0.0004110589,0.001344907,0.000619322,0.0001096081,0.00008378281,0.0002287296,0.002639581],"genre_scores_gemma":[0.9924339,0.00250797,0.0005059139,0.003330052,0.0005086057,0.0003056381,0.0002581192,0.0001328717,0.00001692429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9729432,"threshold_uncertainty_score":0.9998459,"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."}}