{"id":"W1994187641","doi":"10.1103/physrevlett.109.090403","title":"Deriving Quantum Theory from Its Local Structure and Reversibility","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Quantum; Physics; Bipartite graph; Statistical physics; Constraint (computer-aided design); Theoretical physics; Quantum mechanics; Mathematics; Discrete mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001410013,0.0001487799,0.0002558178,0.000008156042,0.00008919142,0.00001677222,0.0001196871,0.000007625571,0.0002741968],"category_scores_gemma":[0.000009675025,0.0001207988,0.0001005369,0.0000883211,0.00004679829,0.0001524091,0.00007443137,0.0001728556,0.00006431915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386485,"about_ca_system_score_gemma":0.00000765216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002208632,"about_ca_topic_score_gemma":1.98397e-7,"domain_scores_codex":[0.9991874,0.00008776809,0.0001464707,0.0002247708,0.0001116102,0.0002420119],"domain_scores_gemma":[0.9993581,0.0001493864,0.00007651574,0.0002646752,0.0000159826,0.0001353263],"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":[0.000005140101,0.0001885502,0.003349992,0.000265537,0.0000964821,2.851273e-7,0.000256872,0.000003073412,0.04370765,0.9187013,0.00243532,0.03098982],"study_design_scores_gemma":[0.0007313181,0.00004438489,0.03043594,0.001750954,0.0008681258,0.000002161086,0.000251869,0.01137212,0.0094948,0.8969986,0.04652735,0.00152231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500789,0.004557406,0.04314692,0.001696742,0.00007446726,0.0002656778,0.00009509011,0.00002094497,0.00006387028],"genre_scores_gemma":[0.996332,0.0001256441,0.00009458822,0.002918622,0.0004514385,0.00002356319,0.00003848202,0.00001353426,0.00000209887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04625314,"threshold_uncertainty_score":0.4926033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360892286076376,"score_gpt":0.274541287853573,"score_spread":0.2609323649928093,"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."}}