{"id":"W6892043856","doi":"10.48660/17030054","title":"Towards a \"hydrodynamic\" approach to density matrices in quantum chaotic systems","year":2017,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Quantum; Chaotic; Density matrix; Quantum system; Field (mathematics); Spectrum (functional analysis); Quantum entanglement; Context (archaeology)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000820257,0.0007004689,0.001284323,0.00141178,0.00008476843,0.0002509895,0.001338207,0.0006501426,0.00007926198],"category_scores_gemma":[0.0001779138,0.0006688067,0.0001577246,0.0004181316,0.00009665402,0.00008470505,0.0003632557,0.0004875421,0.01402159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557956,"about_ca_system_score_gemma":0.0001951486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0294266,"about_ca_topic_score_gemma":0.00481261,"domain_scores_codex":[0.9967248,0.0002196513,0.0003936807,0.001081572,0.0007674915,0.0008128235],"domain_scores_gemma":[0.9970512,0.00002468308,0.000678124,0.001921901,0.00005486645,0.0002692526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009447013,0.0006858351,0.00198285,0.003747117,0.0003682733,0.0002558045,0.0008836249,0.001002852,0.0001463863,0.003581302,0.9865762,0.0006752747],"study_design_scores_gemma":[0.001063826,0.00007784108,0.003156936,0.002791798,0.0002121235,0.0001035364,0.0001349818,0.06117728,0.000003917834,0.00005763029,0.9293171,0.001903097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004079833,0.003631177,0.0005036577,0.00002439824,0.001364649,0.002257541,0.0004864179,0.0008198612,0.9868324],"genre_scores_gemma":[0.3378611,0.00009882759,0.0006448555,0.00003066058,0.001159048,0.0003302467,0.0002006906,0.00268495,0.6569896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3337813,"threshold_uncertainty_score":0.9995763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679748865188011,"score_gpt":0.2695852477785727,"score_spread":0.2427877591266926,"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."}}