{"id":"W1846387892","doi":"10.1007/jhep10(2015)003","title":"Mutual information and the F-theorem","year":2015,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research; Institut Périmètre de physique théorique; Industry Canada; Consejo Nacional de Investigaciones Científicas y Técnicas; Government of Canada","keywords":"Mutual information; Physics; Quantum entanglement; Entropy (arrow of time); Information theory; Joint quantum entropy; Theoretical physics; Regularization (linguistics); Mathematical physics; Statistical physics; Quantum mechanics; Mathematics; Quantum; Computer science; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002423829,0.00009402098,0.0001961491,0.00001601412,0.00005235229,0.00006809433,0.0001373406,0.0000190563,0.000009569278],"category_scores_gemma":[0.000007759355,0.00005402918,0.00009423447,0.00008966419,0.0002065785,0.0004480128,0.00005220529,0.0001443642,0.000007629214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048221,"about_ca_system_score_gemma":0.00005854716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005179437,"about_ca_topic_score_gemma":1.905293e-7,"domain_scores_codex":[0.9993141,0.00005782757,0.0002612484,0.00004042315,0.0002149074,0.0001115228],"domain_scores_gemma":[0.9992144,0.00008661906,0.0002766528,0.0001091969,0.0002136099,0.00009952485],"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":[0.0001141546,0.00003048173,0.00007254543,0.000001336621,0.00005748802,3.110225e-7,0.0002982888,0.000200725,7.566802e-7,0.9736613,0.0009483288,0.02461427],"study_design_scores_gemma":[0.0018437,0.00006386234,0.00003051903,0.000008555094,0.00004547523,0.000003882784,0.000317171,0.0002837066,0.0005562218,0.9921141,0.004663497,0.00006932554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.150304,0.0001158081,0.8170995,0.001024408,0.0005177507,0.00005747513,0.00001243962,0.00001021722,0.03085841],"genre_scores_gemma":[0.9985362,0.000006581053,0.0002502916,0.0001802898,0.0009722734,0.000001224886,0.000005340783,0.000007067506,0.00004071636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482322,"threshold_uncertainty_score":0.2203246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005753171634583758,"score_gpt":0.1995297219147794,"score_spread":0.1937765502801957,"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."}}