{"id":"W2046905727","doi":"10.1007/s00023-003-0146-4","title":"Return to Equilibrium for Pauli-Fierz Systems","year":2003,"lang":"en","type":"article","venue":"Annales Henri Poincaré","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation; Johns Hopkins University; Danmarks Grundforskningsfond; Aarhus Universitet","keywords":"Pauli exclusion principle; Ergodic theory; Physics; Quantum; Coupling constant; Coupling (piping); Mathematical physics; Mathematics; Quantum mechanics; Pure mathematics; Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222912,0.0003961384,0.001162826,0.001444019,0.0035809,0.003362855,0.001194397,0.0020337,0.009258665],"category_scores_gemma":[0.00766631,0.0004056461,0.0008298497,0.0006329628,0.003075433,0.00430553,0.002651015,0.002238291,0.0008199981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431787,"about_ca_system_score_gemma":0.001217894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133088,"about_ca_topic_score_gemma":0.001637669,"domain_scores_codex":[0.999443,0.0001605019,0.00002267801,0.00006386224,0.0001213893,0.0001886059],"domain_scores_gemma":[0.996848,0.001701718,0.0002604999,0.0003095576,0.0003650552,0.0005151247],"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":[0.0001041428,0.0000561065,0.0006000521,0.00004560765,0.00002095611,0.0001379197,0.0003790152,0.007057536,0.001465425,0.9850832,0.00215848,0.002891524],"study_design_scores_gemma":[0.00003925953,0.00002462868,0.0003058998,0.000008090907,0.000007272506,0.00006179803,0.0001477117,0.04698032,0.0003156261,0.951417,0.0006764811,0.00001593777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415448,0.001098212,0.07805929,0.006156963,0.0002975228,0.0001099194,0.0002535931,0.0003935047,0.07208607],"genre_scores_gemma":[0.9878145,0.0003757774,0.003771627,0.0002740997,0.0001177084,0.00009431959,0.0001085717,0.00006857206,0.007374754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009258665,"threshold_uncertainty_score":0.03097332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807005345838178,"score_gpt":0.2660671470079525,"score_spread":0.2479970935495708,"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."}}