{"id":"W4406231179","doi":"10.1103/m18l-t1hk","title":"Optimal qubit-mediated quantum heat transfer via noncommuting operators and strong coupling effects","year":2025,"lang":"en","type":"preprint","venue":"Physical review. B./Physical review. B","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Canada Foundation for Innovation; Government of Ontario","keywords":"Coupling (piping); Qubit; Quantum; Transfer (computing); Physics; Quantum mechanics; Computer science; Materials science; Parallel computing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135225,0.0004292226,0.0006518957,0.0003788527,0.0006042833,0.001090139,0.0007786764,0.0007119193,0.002115808],"category_scores_gemma":[0.002192097,0.0003942442,0.0005522549,0.0003391443,0.00314478,0.002062903,0.001451943,0.0008182118,0.0001656912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105034,"about_ca_system_score_gemma":0.0008142689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004871141,"about_ca_topic_score_gemma":0.0004584123,"domain_scores_codex":[0.9995649,0.0002008763,0.00001681536,0.00006420157,0.00009242849,0.00006074467],"domain_scores_gemma":[0.999124,0.0005292608,0.0001219914,0.0001019708,0.00004917665,0.00007363418],"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":[0.0001024407,0.0001132186,0.0004928586,0.0002515045,0.00005331502,0.000215785,0.0002440359,0.1791958,0.03115299,0.7820287,0.0003407535,0.00580857],"study_design_scores_gemma":[0.00004725464,0.0001167313,0.0006815046,0.00001616845,0.00002618247,0.0000650174,0.0000894293,0.7414403,0.007075877,0.2497226,0.0006779603,0.00004092103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6767653,0.001092718,0.3032152,0.0006798517,0.0001133321,0.00007759209,0.00004939255,0.0001315003,0.01787516],"genre_scores_gemma":[0.9841738,0.0002854544,0.01404282,0.00005641225,0.00002236841,0.00005661538,0.000009374974,0.00003478213,0.001318335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115808,"threshold_uncertainty_score":0.007078111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079428681289309,"score_gpt":0.3483787153539994,"score_spread":0.3375844285411063,"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."}}