{"id":"W2941021207","doi":"10.1103/physreve.99.062141","title":"Thermodynamic uncertainty relation in quantum thermoelectric junctions","year":2019,"lang":"en","type":"article","venue":"Physical review. E","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermoelectric effect; Relation (database); Quantum; Condensed matter physics; Seebeck coefficient; Materials science; Physics; Quantum mechanics; Statistical physics; Computer science; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001107922,0.0001677838,0.0003363078,0.00003724254,0.00004144823,0.00001126954,0.000135987,0.00001998951,0.0004033786],"category_scores_gemma":[0.00002011694,0.00013738,0.0001332815,0.0003931567,0.00001632964,0.00009515056,0.00003088401,0.0002847578,0.0004146674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006108318,"about_ca_system_score_gemma":0.00003258171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005313537,"about_ca_topic_score_gemma":0.000003712226,"domain_scores_codex":[0.9989743,0.00007627861,0.0002400366,0.000283416,0.0001579207,0.0002680939],"domain_scores_gemma":[0.9993725,0.000146059,0.00009932614,0.0002830739,0.00003919407,0.00005986234],"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":[0.000008220807,0.0001601034,0.0006241456,0.00005597645,0.00001537406,4.506307e-7,0.0000221627,0.0005436311,0.003332528,0.955219,0.00001873682,0.03999963],"study_design_scores_gemma":[0.0001995643,0.00004784988,0.002632706,0.0001721714,0.00002081938,1.80779e-7,0.00001026042,0.5031445,0.0000150748,0.4931414,0.0004613228,0.00015414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750086,0.0008677436,0.09130239,0.0003251554,0.0002781044,0.001025052,0.00005048283,0.00005315271,0.03108926],"genre_scores_gemma":[0.9992278,0.0001971301,0.00008146613,0.0001141018,0.00007775002,0.0000575009,0.00005990754,0.00002392887,0.0001604277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5026008,"threshold_uncertainty_score":0.5602194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006663731449573069,"score_gpt":0.2924997336156481,"score_spread":0.2858360021660751,"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."}}