{"id":"W2947727683","doi":"10.1103/physrevd.101.026021","title":"Chaos and complexity in quantum mechanics","year":2020,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Perimeter Institute","funders":"Universidad de Murcia; National Research Foundation; Japan Society for the Promotion of Science; Ontario Ministry of Research, Innovation and Science; Institut Périmètre de physique théorique; University of Windsor; Department of Science and Technology, Republic of South Africa; Government of Canada","keywords":"Scrambling; Lyapunov exponent; Chaotic; Quantum chaos; Statistical physics; Quantum; Synchronization of chaos; Hamiltonian (control theory); Physics; Mathematics; Quantum mechanics; Computer science; Quantum dynamics; Control theory (sociology); Algorithm; Artificial intelligence","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":[0.0007547314,0.0003064881,0.0004683019,0.001350364,0.0007155147,0.001645846,0.000498707,0.0009842291,0.001670241],"category_scores_gemma":[0.002648811,0.000167638,0.0003619142,0.0005996901,0.005788459,0.003855223,0.001318374,0.001796891,0.0002893042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214862,"about_ca_system_score_gemma":0.0004837488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004045021,"about_ca_topic_score_gemma":0.0003471707,"domain_scores_codex":[0.9996599,0.0001043558,0.00001389824,0.00004912862,0.0001379216,0.00003482159],"domain_scores_gemma":[0.9982688,0.001034262,0.0001916583,0.0002252523,0.0001883899,0.00009149688],"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":[0.000003801122,0.00000491851,0.0001805735,0.00004597782,0.000006394107,0.00003401062,0.00009955151,0.001018505,0.0006574581,0.989569,0.001603559,0.006776249],"study_design_scores_gemma":[0.000002668043,0.00001182949,0.0002810686,0.00001991212,0.000002070915,0.00007160836,0.00002845536,0.003990331,0.0002072462,0.9839976,0.01137893,0.000008223484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1168852,0.1301318,0.4345888,0.08166636,0.005102349,0.0001318542,0.000377426,0.0006219799,0.2304942],"genre_scores_gemma":[0.9195923,0.01862417,0.04301205,0.004637099,0.004098551,0.0001364457,0.00007641964,0.00010312,0.009719918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001670241,"threshold_uncertainty_score":0.008814454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401712007205154,"score_gpt":0.4063067335190724,"score_spread":0.3622896134470208,"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."}}