{"id":"W2949466757","doi":"10.1088/1751-8121/ab2a93","title":"A nonlocal transform to map and track quantum dynamics","year":2019,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Compute Canada","keywords":"Dynamics (music); Track (disk drive); Quantum; Computer science; Quantum dynamics; Statistical physics; Physics; Quantum mechanics; Acoustics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003317753,0.000185223,0.0005255237,0.00003398505,0.0000431887,0.00008143858,0.0001237107,0.00005541162,0.0002918195],"category_scores_gemma":[0.00001082868,0.0001229354,0.0001581856,0.00008173506,0.0002093776,0.0001140669,0.00005005754,0.0002771908,0.00006533409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428559,"about_ca_system_score_gemma":0.00002412617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002248261,"about_ca_topic_score_gemma":1.608934e-7,"domain_scores_codex":[0.9987703,0.00003962812,0.0004857119,0.0001647795,0.000278789,0.0002608235],"domain_scores_gemma":[0.9990793,0.0002553436,0.0001128505,0.000124451,0.00007558609,0.0003525041],"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":[0.00006667383,0.0002204416,0.000275616,0.0001089942,0.00006049863,0.000003440323,0.0002812773,0.00000605515,0.0001377895,0.9874442,0.00002183656,0.01137315],"study_design_scores_gemma":[0.0005651862,0.0003889919,0.00006301818,0.0001615626,0.00005903052,0.00002904194,0.0003899029,0.1176519,0.0001114597,0.8803167,0.0001014165,0.0001617597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184451,0.00002612611,0.177516,0.001150913,0.0001042904,0.0002050227,0.00001996688,0.000006697164,0.002525908],"genre_scores_gemma":[0.998658,0.000001910485,0.0009172805,0.000057954,0.0002721043,0.000003074894,0.000001758197,0.00001944222,0.00006844477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802129,"threshold_uncertainty_score":0.5013158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003674397141793565,"score_gpt":0.2189111591337628,"score_spread":0.2152367619919693,"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."}}