{"id":"W1970339722","doi":"10.1142/s0129055x03001679","title":"Perturbation Theory of W*-Dynamics, Liouvilleans and KMS-States","year":2003,"lang":"en","type":"review","venue":"Reviews in Mathematical Physics","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Perturbation (astronomy); Bounded function; Dynamics (music); Class (philosophy); Pure mathematics; Perturbation theory (quantum mechanics); Mathematical physics; Mathematical analysis; Physics; Quantum mechanics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009279105,0.0004782831,0.003114549,0.0000611435,0.00003499619,0.00003166205,0.0002183008,0.000138009,0.0001565034],"category_scores_gemma":[0.00005270991,0.0003204001,0.0005934149,0.0003289718,0.0001370533,0.00007389615,0.00007238448,0.0003721052,0.00009958493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127978,"about_ca_system_score_gemma":0.00004664112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003916631,"about_ca_topic_score_gemma":3.864601e-7,"domain_scores_codex":[0.9971377,0.0005679864,0.001459469,0.0003740401,0.0001794065,0.0002813614],"domain_scores_gemma":[0.9979502,0.0007521601,0.0007105578,0.0004594927,0.00003619491,0.00009139114],"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":[3.702878e-7,0.00009917315,0.0000028125,0.01773918,0.00003227132,2.128209e-7,0.00004602536,7.759724e-7,1.412314e-8,0.533465,0.0000290312,0.4485852],"study_design_scores_gemma":[0.0000934212,0.00002161864,1.516162e-7,0.0223581,0.0002997017,0.000001679477,0.00005217528,0.002650128,9.133478e-8,0.749088,0.2251073,0.0003276152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003048529,0.9416304,0.04599223,0.000003885658,0.00006317538,0.001193137,0.00008216986,0.000009687572,0.01102229],"genre_scores_gemma":[0.00002484662,0.9978174,0.0008464916,0.000008100886,0.0001299666,0.0001522026,0.0001473943,0.00005701978,0.0008165573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4482575,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147506764043131,"score_gpt":0.3161692258540172,"score_spread":0.2746941582135859,"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."}}