{"id":"W2193325366","doi":"10.1007/jhep10(2015)085","title":"Spectral action for Bianchi type-IX cosmological models","year":2015,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; California Institute of Technology; National Science Foundation","keywords":"Physics; Minisuperspace; Mathematical physics; Homogeneous space; Noncommutative geometry; Action (physics); Type (biology); Friedmann–Lemaître–Robertson–Walker metric; Theoretical physics; Geometry; Quantum mechanics; Universe; Quantum; Quantum cosmology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001527322,0.000115192,0.0002571375,0.00002826927,0.00006495087,0.00003149617,0.0001318421,0.00003028007,0.00001305229],"category_scores_gemma":[0.000006224662,0.000088233,0.0001523553,0.0001044974,0.00005377617,0.0003190515,0.00002123261,0.0001361556,0.000003057716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003399243,"about_ca_system_score_gemma":0.0001076319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006462732,"about_ca_topic_score_gemma":0.000001793167,"domain_scores_codex":[0.9993258,0.0000559416,0.000222842,0.00008054059,0.0001554232,0.0001594301],"domain_scores_gemma":[0.9991305,0.0000840354,0.0002654041,0.00009485323,0.0003218334,0.0001034093],"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":[0.0002182707,0.0001747747,0.0001925825,0.000002256241,0.00009648758,0.000002056333,0.0001340231,0.004546936,0.0001856257,0.9861262,0.00242902,0.005891798],"study_design_scores_gemma":[0.0007725327,0.0005396799,0.00005402281,0.00001001708,0.00004520424,0.000004495402,0.000290391,0.0005850417,0.01083817,0.9837006,0.003052092,0.0001077185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3117959,0.00005280819,0.6856329,0.0001455936,0.0006065189,0.00003102862,0.00001781602,0.000007670438,0.001709657],"genre_scores_gemma":[0.9945156,0.000005136565,0.003268857,0.00005766706,0.001882363,0.000002563514,0.00001973474,0.00001353981,0.0002345385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6827196,"threshold_uncertainty_score":0.3598037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07206688730354956,"score_gpt":0.3098038126036206,"score_spread":0.2377369253000711,"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."}}