{"id":"W3194278627","doi":"10.1103/physreva.104.043308","title":"False signals of chaos from quantum probes","year":2021,"lang":"en","type":"preprint","venue":"Physical review. A/Physical review, A","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Polytechnic; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boson; Quantum chaos; Statistical physics; Random matrix; Lyapunov exponent; Integrable system; Physics; Universality (dynamical systems); Quantum; Floquet theory; Hamiltonian (control theory); Chaotic; Classical limit; Quantum mechanics; Quantum dynamics; Eigenvalues and eigenvectors; Mathematics; Mathematical physics; Computer science","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":["metaepi_narrow"],"category_scores_codex":[0.0006231326,0.001523416,0.006887581,0.00006463658,0.0001209709,0.0001387989,0.001511793,0.0001631581,0.0006444874],"category_scores_gemma":[0.0003272193,0.001187412,0.004220809,0.0007306471,0.0002934586,0.0002393551,0.001615121,0.001887112,0.0004803672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009658699,"about_ca_system_score_gemma":0.0004200925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322731,"about_ca_topic_score_gemma":0.000007104147,"domain_scores_codex":[0.991989,0.001077533,0.002346875,0.002048393,0.001539953,0.0009983169],"domain_scores_gemma":[0.9931374,0.0009450262,0.002098333,0.002485064,0.0006661555,0.0006680471],"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":[0.0001313455,0.02412827,0.004733486,0.2721893,0.00647704,0.0001036781,0.001278632,0.0002709108,0.1662059,0.351411,0.02211776,0.1509527],"study_design_scores_gemma":[0.001218807,0.0005246934,0.0009970301,0.3509628,0.006483085,0.000002847917,0.0001231078,0.03602669,0.02388818,0.5431736,0.03163395,0.004965241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6951727,0.2871416,0.006044703,0.001374896,0.0006532003,0.005186757,0.001551698,0.000149743,0.002724682],"genre_scores_gemma":[0.9345928,0.05858443,0.0001510573,0.0007257232,0.002800558,0.001365437,0.001548125,0.0001643677,0.00006744072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394201,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192352554650531,"score_gpt":0.3567542168614961,"score_spread":0.3348306913149908,"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."}}