{"id":"W2007220083","doi":"10.1103/physrevb.80.233103","title":"Nonequilibrium conductance of asymmetric nanodevices in the Kondo regime","year":2009,"lang":"en","type":"article","venue":"Physical Review B","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conductance; Condensed matter physics; Physics; Kondo effect; Scaling; Non-equilibrium thermodynamics; Impurity; Anderson impurity model; Charge (physics); Function (biology); Coupling (piping); Quantum mechanics; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117252,0.0001312192,0.0003973034,0.0000287005,0.00002223307,0.000008563503,0.0003034698,0.000009065017,0.00005497391],"category_scores_gemma":[0.000006588918,0.00008348014,0.0001580273,0.0007297643,0.00003469207,0.0001206613,0.000006288786,0.000171219,0.00003789462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006290335,"about_ca_system_score_gemma":0.00002834723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002838422,"about_ca_topic_score_gemma":7.447039e-7,"domain_scores_codex":[0.9990662,0.0000679744,0.0002623183,0.0001770592,0.0001921873,0.000234239],"domain_scores_gemma":[0.9994308,0.00009000331,0.0001261736,0.0002893302,0.00002966927,0.00003398214],"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":[0.00002394978,0.001601559,0.004811921,0.0008058555,0.00005180248,0.000003442839,0.0005875725,0.00001226249,0.007090474,0.9059533,0.002687025,0.07637078],"study_design_scores_gemma":[0.003458171,0.001970644,0.1259284,0.006875983,0.0008278237,0.000005463489,0.0004081365,0.00130668,0.02120982,0.6719964,0.1637584,0.002254071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8592413,0.04597959,0.0001346436,0.003077033,0.00004554131,0.0006645329,0.0000170111,0.00002050338,0.09081982],"genre_scores_gemma":[0.998498,0.0007273045,0.00002171428,0.0005633085,0.000116641,0.00001723109,0.00001367498,0.000005835034,0.0000362814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233957,"threshold_uncertainty_score":0.3404221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340458290048524,"score_gpt":0.2865030393052094,"score_spread":0.2730984564047241,"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."}}