{"id":"W2787148027","doi":"10.22331/q-2021-04-28-445","title":"Reconstructing quantum theory from diagrammatic postulates","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Fundacja na rzecz Nauki Polskiej; Division of Mathematical Sciences; Government of Canada; DeepMind; Institut Périmètre de physique théorique; Innovation, Science and Economic Development Canada; Pacific Institute for the Mathematical Sciences; University of Calgary; John Templeton Foundation","keywords":"Diagrammatic reasoning; Quantum; Categorical quantum mechanics; Quantum process; Set (abstract data type); Quantum information; Quantum algorithm; Quantum operation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004761306,0.0005495931,0.0005782579,0.001556253,0.001493412,0.004140025,0.001416273,0.001942228,0.004927083],"category_scores_gemma":[0.009218807,0.0005680245,0.001186212,0.0009660702,0.01109211,0.01469383,0.004107479,0.004725309,0.001199306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806927,"about_ca_system_score_gemma":0.001683672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304995,"about_ca_topic_score_gemma":0.0005626265,"domain_scores_codex":[0.9970105,0.001393759,0.0001620723,0.0003765287,0.0008813134,0.0001758092],"domain_scores_gemma":[0.9956136,0.002190099,0.0002849833,0.001139048,0.0005745517,0.0001977756],"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":[0.000002271803,0.000002108778,0.00001104777,0.000007060758,6.815687e-7,0.00000907358,0.0000946557,0.0003072234,0.00008135355,0.9987183,0.0001378036,0.0006285055],"study_design_scores_gemma":[0.000004251974,0.000004274294,0.00001250124,0.000005705114,0.000001163699,0.00001593375,0.00003602361,0.002328452,0.0001705496,0.9937376,0.003679484,0.000004114635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0364827,0.001161213,0.8980592,0.006902812,0.0004334267,0.00008505937,0.0003068664,0.0005296645,0.05603901],"genre_scores_gemma":[0.7482724,0.001701,0.2365668,0.001263564,0.0005141237,0.0002487566,0.0005254407,0.0003320642,0.0105759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004927083,"threshold_uncertainty_score":0.02518052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293093750268957,"score_gpt":0.2423383228147447,"score_spread":0.2294073853120552,"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."}}