{"id":"W1975801831","doi":"10.1063/1.4906369","title":"A 2-categorical state sum model","year":2015,"lang":"en","type":"article","venue":"Journal of Mathematical Physics","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Ontario Ministry of Economic Development and Innovation; Government of Canada","keywords":"Feynman diagram; Quantum field theory; Realization (probability); Invariant (physics); Euclidean geometry; Simplex; Representation (politics); Algebra over a field; Quantum gravity","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":[0.0004344742,0.0001290233,0.0003568566,0.00002558953,0.00003852554,0.00004383156,0.0001973944,0.00001833987,0.00003620294],"category_scores_gemma":[0.00003377273,0.00009186826,0.0001794959,0.0001076681,0.00009459628,0.0002615206,0.00005321623,0.000274639,0.00008857241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669724,"about_ca_system_score_gemma":0.0001494615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001786144,"about_ca_topic_score_gemma":4.775688e-8,"domain_scores_codex":[0.9989471,0.00005849357,0.0003998074,0.00006825858,0.0003438383,0.0001824744],"domain_scores_gemma":[0.9989234,0.000150348,0.0002739257,0.0001414869,0.0002918343,0.0002189671],"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":[0.00005034785,0.0005308359,0.0002501337,0.0000159391,0.00009013667,0.000006651997,0.001807929,0.001678036,0.000163645,0.9901311,0.002466077,0.002809118],"study_design_scores_gemma":[0.00051434,0.0001155148,0.000006556693,0.00001944099,0.00004177401,0.000006674755,0.0004618835,0.01492424,0.001379027,0.9822705,0.0001543771,0.0001057226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1564563,0.00001442023,0.8279575,0.0001970441,0.00007090161,0.00004900361,0.00000697229,0.000007592216,0.01524033],"genre_scores_gemma":[0.9914215,6.652476e-7,0.007833776,0.00003998063,0.0003466116,0.000001592798,0.000001534962,0.00001629831,0.0003380727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8349652,"threshold_uncertainty_score":0.3746279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472768830234451,"score_gpt":0.3115954224460629,"score_spread":0.2568677341437184,"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."}}