{"id":"W2069974662","doi":"10.1103/physreva.84.012311","title":"Informational derivation of quantum theory","year":2011,"lang":"en","type":"article","venue":"Physical Review A","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":635,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Hilbert space; Axiom; Class (philosophy); POVM; SIC-POVM; Causality (physics); Mathematics; Quantum; Pure mathematics; Regular polygon; Representation (politics); Theoretical physics; Ideal (ethics); Quantum probability; Algebra over a field; Quantum operation; Quantum process; Computer science; Quantum mechanics; Open quantum system; Quantum dynamics; Physics; Artificial intelligence; Epistemology","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":[0.000106821,0.00005885615,0.0001358165,0.00001121545,0.00002669458,0.000002477097,0.00009524864,0.000004971572,0.0004114028],"category_scores_gemma":[0.000008055044,0.00004712609,0.00008988649,0.0001128257,0.00001716876,0.0000855452,0.00002275137,0.00004627446,0.00009569318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002673681,"about_ca_system_score_gemma":0.0000203076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008521284,"about_ca_topic_score_gemma":3.321134e-8,"domain_scores_codex":[0.9995887,0.00001806905,0.0001720812,0.00006408753,0.00008613762,0.00007097472],"domain_scores_gemma":[0.9996154,0.00003437284,0.0001173691,0.0001468704,0.00005655511,0.00002945578],"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":[0.000001282253,0.0001013786,0.0000638643,0.00007165776,0.00001063459,8.847015e-9,0.00009594097,1.445036e-7,0.0002477252,0.9882661,0.0001533045,0.01098801],"study_design_scores_gemma":[0.0000530694,0.00001689968,0.0007524416,0.0001476405,0.00002776201,8.024632e-8,0.00002546968,0.001526701,0.002002244,0.9928523,0.002534846,0.00006056044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3988973,0.001787993,0.5099185,0.0002947839,0.00009783809,0.001072583,0.00007385299,0.00006033752,0.08779689],"genre_scores_gemma":[0.9994931,0.00008529437,0.0001527694,0.0001136254,0.00005416118,0.00006444914,0.00002315534,0.000004542929,0.000008921381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6005958,"threshold_uncertainty_score":0.4504572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008737133274635,"score_gpt":0.2920593840547838,"score_spread":0.2619720127220374,"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."}}