{"id":"W1024852686","doi":"10.1103/physrevlett.115.040601","title":"Efficiency Statistics and Bounds for Systems with Broken Time-Reversal Symmetry","year":2015,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Soochow University; Weizmann Institute of Science","keywords":"Mesoscopic physics; T-symmetry; Physics; Symmetry (geometry); Random matrix; Quantum mechanics; Limit (mathematics); Gaussian; Symmetry breaking; Quantum; Statistical physics; Statistics; Mathematics; Mathematical analysis","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":[0.003250538,0.000490469,0.001030246,0.001656451,0.0007148951,0.002567409,0.001598069,0.001139155,0.003164005],"category_scores_gemma":[0.01530394,0.000480243,0.0004721669,0.0009458952,0.003121505,0.00425794,0.002152415,0.001786035,0.0004829448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513753,"about_ca_system_score_gemma":0.0008353383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761933,"about_ca_topic_score_gemma":0.0004626005,"domain_scores_codex":[0.9985266,0.0003208696,0.0001133427,0.0002978611,0.0003906232,0.0003506876],"domain_scores_gemma":[0.9858693,0.008703751,0.001677193,0.002026059,0.0009590057,0.0007646429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001133941,0.00007427085,0.00166362,0.0001064644,0.00002790613,0.000150902,0.0002205125,0.05823186,0.0148107,0.9199505,0.000574066,0.004075819],"study_design_scores_gemma":[0.00001355577,0.00007457355,0.001680047,0.0000310889,0.00001487349,0.0001517773,0.00008005992,0.6248862,0.008101099,0.3641532,0.0007471215,0.00006642381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6069124,0.001447653,0.3661212,0.00115609,0.00008198721,0.00007834279,0.0008023074,0.000620322,0.0227796],"genre_scores_gemma":[0.9908591,0.0003209005,0.007065763,0.00007108712,0.00005835195,0.00006727647,0.0002414305,0.00009196287,0.001224088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250538,"threshold_uncertainty_score":0.01719069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033485713664216,"score_gpt":0.2752968604413429,"score_spread":0.2649620033047008,"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."}}