{"id":"W2971909718","doi":"","title":"Quantum Information Dynamics: A Perspective From Free Fermion Models","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Institut Périmètre de physique théorique; Compute Canada; John Templeton Foundation; U.S. Department of Energy","keywords":"Perspective (graphical); Dynamics (music); Fermion; Quantum dynamics; Quantum; Statistical physics; Physics; Theoretical physics; Quantum mechanics; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006677784,0.0005378893,0.0005852358,0.0003308892,0.0001757296,0.0002068599,0.0008551914,0.0003375322,0.02852562],"category_scores_gemma":[0.000005079158,0.0006281326,0.0003240984,0.0003876094,0.00003415138,0.00179044,0.0001599603,0.0005424344,0.0008392143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915774,"about_ca_system_score_gemma":0.0002511814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387202,"about_ca_topic_score_gemma":0.001002802,"domain_scores_codex":[0.9981294,0.0001170796,0.0003795294,0.0005535072,0.0004182504,0.0004022772],"domain_scores_gemma":[0.9981295,0.00004896327,0.0006206559,0.0007211575,0.0003526395,0.0001270575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003670175,0.0001131269,0.001034277,0.0001727592,0.0007176723,0.00001213958,0.008925866,0.001109799,0.00004947805,0.9371012,0.001677187,0.04871943],"study_design_scores_gemma":[0.004748118,0.0002059401,0.001200611,0.0009308243,0.0007769648,0.000001078305,0.3839286,0.4799298,0.0001736912,0.0717774,0.05400716,0.002319852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05334551,0.00005210931,0.0127042,0.00005009328,0.001315053,0.0008040059,0.001213842,0.0001288064,0.9303864],"genre_scores_gemma":[0.6346259,0.000004471638,0.0001179879,0.00002022224,0.0002517866,0.000004913874,0.005666149,0.00006796244,0.3592407],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8653238,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807760214456009,"score_gpt":0.1981972071416448,"score_spread":0.1901196049970847,"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."}}