{"id":"W3105959106","doi":"10.1007/s12043-016-1259-x","title":"Review: Characterizing and quantifying quantum chaos with quantum tomography","year":2016,"lang":"en","type":"article","venue":"Pramana","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quantum chaos; Quantum information; Random matrix; Quantum process; Quantum operation; Quantum; Operator (biology); Quantum algorithm; Quantum error correction; Quantum state","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":[0.002383121,0.00145041,0.002540324,0.003086729,0.0007720679,0.002347335,0.00260239,0.005008176,0.002489582],"category_scores_gemma":[0.009755078,0.0007484611,0.0005750089,0.00565478,0.004689432,0.00726329,0.001574091,0.005008102,0.001404949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198125,"about_ca_system_score_gemma":0.003517049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880663,"about_ca_topic_score_gemma":0.002759757,"domain_scores_codex":[0.9989963,0.0003091432,0.0001097155,0.0002275851,0.0002977208,0.00005960149],"domain_scores_gemma":[0.9912114,0.00562902,0.0005690866,0.0003221807,0.002007852,0.0002605923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009678006,0.00005737059,0.0004071241,0.02268009,0.0002630446,0.0001523601,0.0001283677,0.001785517,0.001124214,0.08377014,0.3665896,0.5229455],"study_design_scores_gemma":[0.00002923072,0.00006459306,0.0008019356,0.003062673,0.0001275751,0.0005776616,0.0001004548,0.0006890616,0.0006798158,0.04285261,0.9509437,0.00007072375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001352688,0.9901453,0.001213204,0.005011453,0.002763206,0.000009094157,0.00003391021,0.00001348729,0.0006751015],"genre_scores_gemma":[0.002312206,0.9873607,0.0006554881,0.002537167,0.00649261,0.00001570231,0.00004403625,0.000009239985,0.0005728419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005008176,"threshold_uncertainty_score":0.01437497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786175548775437,"score_gpt":0.2503407163726654,"score_spread":0.232478960884911,"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."}}