{"id":"W2981635488","doi":"10.21468/scipostphyslectnotes.17","title":"Transport in one-dimensional integrable quantum systems","year":2020,"lang":"en","type":"article","venue":"SciPost Physics Lecture Notes","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Integrable system; Series (stratigraphy); Quantum; Spin (aerodynamics); Quantum system; Charge (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001807321,0.0003685052,0.000578687,0.00006105182,0.00012433,0.00008203745,0.0003347853,0.00008961364,0.0001556178],"category_scores_gemma":[0.00001725087,0.0003408945,0.0001895592,0.0006602071,0.0000813939,0.0002405538,0.00004716105,0.000543457,0.0002578452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004356751,"about_ca_system_score_gemma":0.0001678895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487631,"about_ca_topic_score_gemma":0.00002343148,"domain_scores_codex":[0.9978549,0.0001025886,0.0004776576,0.0005896223,0.0004493507,0.0005259216],"domain_scores_gemma":[0.9990028,0.0001793082,0.0001682282,0.0003349622,0.0001130546,0.0002016316],"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":[0.0002692181,0.001127342,0.2181175,0.0006344845,0.0006546524,0.00004810758,0.008384229,0.1653004,0.1147151,0.4827252,0.001188919,0.006834859],"study_design_scores_gemma":[0.006051941,0.0009212692,0.01382373,0.001665088,0.0003757638,0.000008751942,0.00111008,0.7184792,0.114113,0.1298691,0.009381119,0.004200944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233393,0.0003971847,0.06964883,0.001835879,0.000794493,0.0008657856,0.0001844871,0.0001832129,0.002750823],"genre_scores_gemma":[0.9979349,6.095286e-7,0.0001408924,0.0002269918,0.001405915,0.0000475482,0.0001611261,0.0000635879,0.00001844853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5531788,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488661621069431,"score_gpt":0.2357955173851689,"score_spread":0.2109089011744745,"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."}}