{"id":"W4401597033","doi":"10.1145/3674625","title":"How to Bake a Quantum Π","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Programming Languages","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Morphism; Unitary state; Categorical variable; Property (philosophy); Quantum; Construct (python library); Layering; Pure mathematics; Rotation (mathematics); Computer science; Mathematics; Algorithm; Algebra over a field; Programming language; Geometry; Physics; Quantum mechanics","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":[0.0003529134,0.0001776801,0.0001634048,0.0001593056,0.000122541,0.0009447791,0.003240653,0.00004938303,0.000001042578],"category_scores_gemma":[0.0008070841,0.0001080527,0.0001404337,0.0009056842,0.00004542972,0.0001810871,0.001457235,0.0002633044,0.00001010491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116975,"about_ca_system_score_gemma":0.00002457205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000104139,"about_ca_topic_score_gemma":5.717101e-7,"domain_scores_codex":[0.9986547,0.000007349561,0.0001485031,0.0004501842,0.0003928088,0.0003464509],"domain_scores_gemma":[0.9990952,0.0001090549,0.00006789243,0.0005549724,0.00008733261,0.00008554535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007298319,0.00006798488,0.0002039647,0.0003882877,0.00005044224,0.00001276489,0.005630204,0.00004001426,0.01098282,0.123148,0.005554463,0.8539137],"study_design_scores_gemma":[0.0008275211,0.002944887,0.00473561,0.006733625,0.0001250917,0.0004991678,0.00380465,0.1807179,0.2520553,0.1007768,0.4444222,0.002357194],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986163,0.00140054,0.007179162,0.08891603,0.001086062,0.0007088735,0.000004880009,0.001461915,0.0006261991],"genre_scores_gemma":[0.8856954,0.000002865429,0.113185,0.0002650813,0.000184591,0.00002588507,2.302415e-7,0.00002136641,0.0006196191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8515565,"threshold_uncertainty_score":0.9110526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101096430056661,"score_gpt":0.255551729874872,"score_spread":0.2445407655743054,"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."}}