{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":274,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":274,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"131b2b568d99","filters":{"venue":"Quantum"}},"results":[{"id":"W2972032089","doi":"10.22331/q-2020-05-25-269","title":"Quantum Natural Gradient","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":439,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"","keywords":"Mathematics; Tensor (intrinsic definition); Diagonal; Quantum; Quantum algorithm; Generalization; Metric (unit); Gradient descent; Pure mathematics; Mathematical analysis; Quantum mechanics; Computer science; Physics; Geometry; Artificial intelligence; Artificial neural network","authors":[{"name":"James Stokes","is_ca":false},{"name":"Josh Izaac","is_ca":true},{"name":"Nathan Killoran","is_ca":true},{"name":"Giuseppe Carleo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01467320377950908,"gpt":0.22896044920491,"spread":0.2142872454254009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006665165,0.0005357348,0.0006641001,0.0006072197,0.0007407583,0.001379615,0.001115259,0.0008540981,0.009326203],"category_scores_gemma":[0.002037567,0.0002693864,0.0005904551,0.0005854286,0.001620747,0.001855344,0.001657764,0.001314143,0.001448597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121252,"about_ca_system_score_gemma":0.001068116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721552,"about_ca_topic_score_gemma":0.002617,"domain_scores_codex":[0.9995207,0.0001678602,0.00001850204,0.0000910355,0.0001549343,0.00004702912],"domain_scores_gemma":[0.9995815,0.0001071697,0.00002858048,0.0001181284,0.0001159642,0.00004866638],"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":[0.00002585074,0.00002018899,0.00008660842,0.00005711603,0.00001701952,0.00003272599,0.00003716434,0.0233017,0.001751069,0.9486086,0.004152909,0.0219091],"study_design_scores_gemma":[0.00001358631,0.00004716902,0.0001538055,0.00002109893,0.000008449796,0.00007532658,0.00001569838,0.4449364,0.0009297905,0.534225,0.01955325,0.00002038108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007691456,0.0007363614,0.9484145,0.0007650385,0.0004257172,0.00007884744,0.0001358722,0.0003963275,0.04135572],"genre_scores_gemma":[0.4438904,0.001426838,0.5079169,0.001068453,0.000485544,0.0003510166,0.000361937,0.0006496247,0.04384913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009326203,"threshold_uncertainty_score":0.03119922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995742898","doi":"10.22331/q-2020-10-09-340","title":"Transfer learning in hybrid classical-quantum neural networks","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":385,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"","keywords":"Quantum machine learning; Computer science; Artificial neural network; Quantum; Artificial intelligence; Quantum circuit; Quantum computer; Deep learning; Theoretical computer science; Quantum network; Physics","authors":[{"name":"Andrea Mari","is_ca":true},{"name":"Thomas R. Bromley","is_ca":true},{"name":"Josh Izaac","is_ca":true},{"name":"Maria Schuld","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01496044580195353,"gpt":0.2245482065897778,"spread":0.2095877607878243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017378,0.0003223031,0.0004103266,0.0003698275,0.0004295032,0.001030605,0.001384591,0.001079555,0.002935834],"category_scores_gemma":[0.00262288,0.0002277645,0.0003315927,0.000433002,0.001858911,0.001976073,0.001504873,0.000962148,0.0004422526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015281,"about_ca_system_score_gemma":0.0004456403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009680248,"about_ca_topic_score_gemma":0.0006421828,"domain_scores_codex":[0.9996089,0.0001415251,0.00001414688,0.0000703691,0.000116604,0.00004841256],"domain_scores_gemma":[0.9994215,0.000345572,0.00004349624,0.00009813393,0.00006107761,0.00003029212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001325528,0.0001024538,0.0005009375,0.0000857621,0.00005521598,0.0001398278,0.0001153228,0.5583714,0.007983653,0.3830219,0.001127628,0.04836339],"study_design_scores_gemma":[0.000009472868,0.00002204567,0.0000555083,0.000003185836,0.000002735666,0.00001345913,0.000005448008,0.9132835,0.001622422,0.08442432,0.0005524226,0.000005455365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06982455,0.0002956375,0.9197497,0.0005538075,0.00007259689,0.00005194885,0.00004063162,0.0005658245,0.008845209],"genre_scores_gemma":[0.8712803,0.0001542749,0.1229728,0.0002528681,0.00005076009,0.0001557302,0.00004991711,0.00007509829,0.005008282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002935834,"threshold_uncertainty_score":0.009821296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796615720","doi":"10.22331/q-2019-03-11-129","title":"Strawberry Fields: A Software Platform for Photonic Quantum Computing","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":314,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"","keywords":"Computer science; Quantum computer; Quantum; Compiler; Quantum machine learning; Quantum circuit; Computational science; Quantum simulator; Python (programming language); Software; Gaussian; Quantum algorithm; Theoretical computer science; Programming language; Computer engineering; Quantum network; Quantum mechanics; Physics","authors":[{"name":"Nathan Killoran","is_ca":true},{"name":"Josh Izaac","is_ca":true},{"name":"Nicolás Quesada","is_ca":true},{"name":"Ville Bergholm","is_ca":true},{"name":"Matthew Amy","is_ca":true},{"name":"Christian Weedbrook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450115314893199,"gpt":0.2492168465953088,"spread":0.2347156934463768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172667,0.0009739195,0.0006808363,0.0009135685,0.001071358,0.001961065,0.003610346,0.001317804,0.03185824],"category_scores_gemma":[0.003609633,0.0009573779,0.00110239,0.0007985419,0.001213541,0.003922151,0.002459683,0.003176604,0.009679075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187907,"about_ca_system_score_gemma":0.002678275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332467,"about_ca_topic_score_gemma":0.002735083,"domain_scores_codex":[0.9991826,0.000139377,0.00003989192,0.000139918,0.0003663026,0.0001319205],"domain_scores_gemma":[0.9990214,0.0003745804,0.00007887278,0.0002070543,0.0002059246,0.0001122362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007869996,0.0003782945,0.002580712,0.0008956313,0.0001782313,0.0005110734,0.0006153812,0.05274937,0.02267585,0.2736622,0.3800943,0.264872],"study_design_scores_gemma":[0.0002740501,0.000165304,0.0008173164,0.0001653777,0.00003977985,0.0004258212,0.00006324438,0.3071435,0.03010448,0.1814324,0.4792087,0.0001601109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.008266133,0.0005643403,0.7985883,0.0007550797,0.0004017643,0.0002745422,0.002991466,0.1580023,0.03015605],"genre_scores_gemma":[0.1609915,0.001161785,0.7356799,0.001849094,0.0003362468,0.001436892,0.008955719,0.05280122,0.03678774],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03185824,"threshold_uncertainty_score":0.1065764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092581746","doi":"10.22331/q-2021-02-04-392","title":"Blueprint for a Scalable Photonic Fault-Tolerant Quantum Computer","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada); Perimeter Institute; University of Waterloo; University of Toronto","funders":"Ministry of Colleges and Universities; Mitacs; Government of Canada; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Compute Canada","keywords":"Quantum computer; Qubit; Photonics; Scalability; Exploit; Quantum; Cluster state; Quantum information; Quantum teleportation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427927189269435,"gpt":0.2468763430128461,"spread":0.2325970711201517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003604634,0.0003468177,0.0003498213,0.0003453393,0.000548575,0.001090218,0.00132117,0.001212912,0.006890408],"category_scores_gemma":[0.0009288998,0.000283863,0.0002888258,0.0002800708,0.001506474,0.002092948,0.001138951,0.002173811,0.001849354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774692,"about_ca_system_score_gemma":0.00105807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004352499,"about_ca_topic_score_gemma":0.0004539415,"domain_scores_codex":[0.9996356,0.00004228091,0.00001203614,0.00007715454,0.0001847378,0.00004824976],"domain_scores_gemma":[0.999598,0.00008521213,0.00002354999,0.0001282223,0.00009424758,0.00007079886],"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":[0.0001594903,0.0002205843,0.0003528944,0.0002341668,0.00004918407,0.0002300861,0.0001427654,0.05514063,0.1328049,0.7002857,0.02142969,0.0889499],"study_design_scores_gemma":[0.0001750434,0.0003666078,0.0004371269,0.0001006816,0.00003149013,0.0003215392,0.0001035657,0.4310862,0.05933246,0.3628642,0.1451065,0.00007457222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03906914,0.001419768,0.9081403,0.007519085,0.0009814186,0.0001689162,0.0002467752,0.004188229,0.03826639],"genre_scores_gemma":[0.4373873,0.001044783,0.5472299,0.00135672,0.0003005077,0.0003372161,0.0002800818,0.0003172285,0.01174634],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006890408,"threshold_uncertainty_score":0.02305073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885845431","doi":"10.22331/q-2019-09-02-181","title":"Simulation of quantum circuits by low-rank stabilizer decompositions","year":2019,"lang":"lv","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council","keywords":"Superposition principle; Quantum gate; Quantum computer; Electronic circuit; Quantum; Qubit; Diagonal; Quantum algorithm; Formalism (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01089101886903762,"gpt":0.2535564788062195,"spread":0.2426654599371819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009451052,0.0005430689,0.0007294801,0.0005821891,0.0006363004,0.001402674,0.0008680985,0.0009858876,0.006838824],"category_scores_gemma":[0.003182304,0.0003219125,0.0008585115,0.0003154126,0.001893583,0.002067736,0.001534802,0.00126276,0.0006718923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088308,"about_ca_system_score_gemma":0.0007763145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243519,"about_ca_topic_score_gemma":0.001551887,"domain_scores_codex":[0.9993031,0.0002746185,0.00003323367,0.00009173994,0.0001667472,0.000130488],"domain_scores_gemma":[0.9989309,0.0005837192,0.0000773932,0.0002262843,0.00008519076,0.00009656388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004277185,0.000159134,0.0008922687,0.00009447042,0.00003875143,0.0001752182,0.0002483293,0.4262169,0.01109072,0.5482536,0.001469107,0.01093383],"study_design_scores_gemma":[0.00003651223,0.00003418625,0.00004107106,0.000007203938,0.000004070447,0.000009430881,0.00002013209,0.8895972,0.003030764,0.1067085,0.000501716,0.000009206407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5149469,0.0001647071,0.4522617,0.0008136423,0.0001710771,0.0001561031,0.0002708565,0.002392142,0.02882274],"genre_scores_gemma":[0.9646663,0.00006905225,0.03152549,0.0001019087,0.00002514697,0.00009111491,0.0001439055,0.0001994299,0.003177622],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006838824,"threshold_uncertainty_score":0.02287817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978899725","doi":"10.22331/q-2020-08-31-314","title":"Stochastic gradient descent for hybrid quantum-classical optimization","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Freie Universität Berlin; Deutsche Forschungsgemeinschaft; European Commission; Alexander von Humboldt-Stiftung; John Templeton Foundation","keywords":"Stochastic gradient descent; Convergence (economics); Gradient descent; Benchmark (surveying); Parameterized complexity; Context (archaeology); Quantum; Stochastic optimization; Range (aeronautics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02167426729585881,"gpt":0.2375129160911009,"spread":0.2158386487952421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003119608,0.000998158,0.001313296,0.0007331298,0.0005695889,0.001558556,0.001380647,0.001759781,0.003365971],"category_scores_gemma":[0.007838363,0.0006556179,0.0007359357,0.0007612965,0.001990638,0.001611508,0.001924342,0.00212404,0.0008342953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361185,"about_ca_system_score_gemma":0.00224002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006056612,"about_ca_topic_score_gemma":0.006160029,"domain_scores_codex":[0.9985074,0.0007013885,0.00005052362,0.0002145402,0.0003928153,0.0001333731],"domain_scores_gemma":[0.9974427,0.001772792,0.0001458126,0.0001998167,0.0003318872,0.0001070639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008536786,0.00003593105,0.0004165061,0.000105258,0.00007053284,0.0000524377,0.0000534353,0.7753718,0.0008324289,0.1973445,0.002876408,0.02275533],"study_design_scores_gemma":[0.000005393421,0.000007668573,0.00004035995,0.000004742925,0.000002213635,0.000003216522,0.000002347641,0.9656345,0.0001126919,0.03376701,0.0004162053,0.000003674992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006724774,0.0004320283,0.9874956,0.0007351236,0.000045111,0.00003238794,0.00007061782,0.0003905091,0.004073928],"genre_scores_gemma":[0.6071596,0.0007235487,0.374188,0.0008065114,0.0001970357,0.0004233298,0.0004805095,0.0004870986,0.01553447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006056612,"threshold_uncertainty_score":0.01713163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005044149","doi":"10.22331/q-2021-03-15-410","title":"Hyper-optimized tensor network contraction","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Government of Canada; Samsung Advanced Institute of Technology","keywords":"Quantum; Computation; Contraction (grammar); Exponential function; Quantum algorithm; Tensor (intrinsic definition); Quantum computer","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01225208282092747,"gpt":0.2413270239794781,"spread":0.2290749411585506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002549284,0.0009862173,0.0009041357,0.0006170084,0.001007231,0.0009587118,0.001897675,0.001449409,0.00909584],"category_scores_gemma":[0.01354299,0.0004126811,0.0007523219,0.0006935089,0.001738894,0.002973274,0.002621097,0.002149313,0.001341971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596605,"about_ca_system_score_gemma":0.002185374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00319467,"about_ca_topic_score_gemma":0.006027874,"domain_scores_codex":[0.998821,0.0005371326,0.00004389125,0.0002028282,0.0002239783,0.0001711136],"domain_scores_gemma":[0.993458,0.003763688,0.000331738,0.00139016,0.0006997482,0.0003567014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003352871,0.0001229323,0.001048629,0.0001901876,0.00004567057,0.0001187793,0.0002251739,0.7687975,0.004669309,0.1408441,0.0102488,0.07335372],"study_design_scores_gemma":[0.00001777974,0.00002875316,0.00007580718,0.000007627524,0.000004466649,0.00001575115,0.00002746656,0.965829,0.001121753,0.03172115,0.001143059,0.000007421609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1211589,0.0003482682,0.8555909,0.001349419,0.0002460388,0.000229847,0.0003962638,0.002096439,0.01858389],"genre_scores_gemma":[0.6250865,0.0002393036,0.3595168,0.0006027534,0.00008169591,0.0006434172,0.0009873802,0.001133172,0.01170893],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00909584,"threshold_uncertainty_score":0.03042865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803843259","doi":"10.22331/q-2019-09-02-182","title":"Faster quantum simulation by randomization","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Army Research Office; Multidisciplinary University Research Initiative; Canadian Institute for Advanced Research; U.S. Department of Energy; National Science Foundation","keywords":"Hamiltonian (control theory); Exponential function; Product (mathematics); Quantum; Quantum computer; Quantum algorithm; Quantization (signal processing); Upper and lower bounds","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006490829766301197,"gpt":0.2289627838313734,"spread":0.2224719540650722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452454,0.0006351683,0.00116722,0.0005339722,0.0007639935,0.001483037,0.001522306,0.001402313,0.007644395],"category_scores_gemma":[0.01241597,0.0005771872,0.0009150334,0.000714461,0.001515723,0.004677625,0.001855964,0.002158274,0.001067211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440487,"about_ca_system_score_gemma":0.001406984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009061,"about_ca_topic_score_gemma":0.001803113,"domain_scores_codex":[0.997869,0.0009972776,0.00008938706,0.0003090011,0.0005065018,0.0002288335],"domain_scores_gemma":[0.9940467,0.003421623,0.0002219525,0.001803818,0.0003714465,0.0001343719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005199268,0.0002358076,0.001432746,0.000150225,0.0000918537,0.0001179134,0.0001563396,0.4743468,0.01140548,0.4703652,0.003812086,0.03736565],"study_design_scores_gemma":[0.00005761624,0.00003470169,0.00006564444,0.000007013079,0.000008861221,0.00001693189,0.000006610079,0.9155741,0.002243429,0.08075682,0.001215913,0.00001228041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1830043,0.0005365827,0.7907022,0.001498599,0.0002838161,0.0002093755,0.0002091978,0.004562484,0.01899351],"genre_scores_gemma":[0.8103292,0.0002341636,0.1841128,0.0003944917,0.0000851381,0.0003676644,0.0002312374,0.0005964522,0.003648952],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007644395,"threshold_uncertainty_score":0.02557302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923595161","doi":"10.22331/q-2020-07-16-296","title":"Improved Fault-Tolerant Quantum Simulation of Condensed-Phase Correlated Electrons via Trotterization","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum computer; Computer science; Quantum; Qubit; Context (archaeology); Algorithm; Operator (biology); Fault tolerance; Phase (matter); Statistical physics; Electron; Physics; Quantum mechanics; Chemistry","authors":[{"name":"Ian Kivlichan","is_ca":false},{"name":"Craig Gidney","is_ca":false},{"name":"Dominic W. Berry","is_ca":false},{"name":"Nathan Wiebe","is_ca":false},{"name":"Jarrod R. McClean","is_ca":false},{"name":"Wei Sun","is_ca":false},{"name":"Jiang Zhang","is_ca":false},{"name":"Nicholas C. Rubin","is_ca":false},{"name":"Austin G. Fowler","is_ca":false},{"name":"Alán Aspuru‐Guzik","is_ca":true},{"name":"Hartmut Neven","is_ca":false},{"name":"Ryan Babbush","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01350266515648953,"gpt":0.2602282060817802,"spread":0.2467255409252906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000677663,0.0003947259,0.0006936404,0.0004121405,0.0005317861,0.0007039765,0.00164206,0.0009388318,0.002817517],"category_scores_gemma":[0.002402773,0.000282599,0.0004719959,0.0005028778,0.0008841521,0.001137658,0.0008773329,0.001028546,0.000287797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372723,"about_ca_system_score_gemma":0.000923778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006273962,"about_ca_topic_score_gemma":0.005420839,"domain_scores_codex":[0.9997398,0.0001132881,0.00001076531,0.00002010205,0.00006942776,0.00004656183],"domain_scores_gemma":[0.9991868,0.0004316422,0.00006426524,0.0001683803,0.00009487665,0.00005388409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000130204,0.00006157371,0.0008442991,0.00004118038,0.00002218449,0.00009450297,0.0001159329,0.9464748,0.003074034,0.04176812,0.0006843905,0.006688792],"study_design_scores_gemma":[0.000008098241,0.000007727684,0.00002474809,0.00000106638,0.000001018529,0.000002335418,0.000003485851,0.9968721,0.0004711012,0.002486527,0.0001195274,0.000002252688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7247816,0.0002571346,0.2552713,0.0006791684,0.0001242139,0.0001011775,0.0002306344,0.00130741,0.01724729],"genre_scores_gemma":[0.9469654,0.00009047404,0.0504565,0.00008846844,0.00001778077,0.0001047148,0.0001299401,0.0001975705,0.00194911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006273962,"threshold_uncertainty_score":0.01247489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744938842","doi":"10.22331/q-2018-02-08-53","title":"Flag fault-tolerant error correction with arbitrary distance codes","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Error detection and correction; Flag (linear algebra); Qubit; Quantum error correction; Low-density parity-check code; Code (set theory); Parity bit; Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00959473008836012,"gpt":0.23576024963339,"spread":0.2261655195450299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000919966,0.0003423165,0.0004450994,0.0006169672,0.0007787042,0.0007241416,0.001597531,0.0009687846,0.001579493],"category_scores_gemma":[0.004651079,0.0001679438,0.0003084113,0.000718864,0.001568803,0.002054859,0.001691494,0.001082002,0.000305268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062056,"about_ca_system_score_gemma":0.001074522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008724926,"about_ca_topic_score_gemma":0.0007708076,"domain_scores_codex":[0.9985392,0.0002957284,0.00007593268,0.0001953185,0.0006931605,0.0002006789],"domain_scores_gemma":[0.9973913,0.000897003,0.0004187504,0.0007280678,0.0004405785,0.000124197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006376671,0.0001549289,0.002204192,0.0002946889,0.00005668217,0.0003554509,0.0004683679,0.139777,0.08607446,0.6894705,0.001646702,0.07885922],"study_design_scores_gemma":[0.000103158,0.000611551,0.000669284,0.00005980534,0.00003373306,0.0003887656,0.00009234556,0.6746347,0.1528717,0.1628016,0.007609589,0.0001238285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2282556,0.0003121861,0.762247,0.0005117744,0.0001579459,0.0001291006,0.0001191279,0.001130729,0.007136524],"genre_scores_gemma":[0.9039747,0.0001181991,0.09282074,0.0001466481,0.00002194784,0.00007279409,0.00008341061,0.0000517609,0.002709691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001597531,"threshold_uncertainty_score":0.007705748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945077829","doi":"10.22331/q-2020-08-13-307","title":"Quantum-inspired algorithms in practice","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Air Force Office of Scientific Research; Army Research Office; Multidisciplinary University Research Initiative; Intelligence Advanced Research Projects Activity; National Science Foundation","keywords":"Benchmark (surveying); Computer science; Algorithm; Speedup; Rank (graph theory); Quantum algorithm; Overhead (engineering); Variety (cybernetics); Dimension (graph theory); Time complexity; Computational complexity theory; Quantum; Matrix (chemical analysis); Quantum computer; Theoretical computer science; Mathematics; Parallel computing; Artificial intelligence","authors":[{"name":"Juan Miguel Arrazola","is_ca":true},{"name":"Alain Delgado","is_ca":true},{"name":"Bhaskar Roy Bardhan","is_ca":true},{"name":"Seth Lloyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02034164204186791,"gpt":0.2641160891656643,"spread":0.2437744471237964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003766915,0.0007735766,0.001143212,0.0009283194,0.001492512,0.002722131,0.00163058,0.002303407,0.008221513],"category_scores_gemma":[0.02239525,0.000656314,0.0007869614,0.001223258,0.002840017,0.005443001,0.002239169,0.003248878,0.001168516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170314,"about_ca_system_score_gemma":0.002203736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759897,"about_ca_topic_score_gemma":0.002405028,"domain_scores_codex":[0.9974376,0.0009738714,0.0001050205,0.0004273212,0.0007689843,0.0002872103],"domain_scores_gemma":[0.9887351,0.00792658,0.0004357754,0.00189475,0.0007992589,0.0002085598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009907652,0.0001095747,0.0008133154,0.0002070029,0.0000568378,0.00006719189,0.0001589265,0.1947367,0.001800616,0.7716751,0.003972379,0.02630325],"study_design_scores_gemma":[0.00004315192,0.00004215222,0.000147576,0.00002762033,0.000008093373,0.00003931111,0.0000323617,0.6049118,0.0007730068,0.3909306,0.003029926,0.00001436668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05557228,0.001206531,0.909088,0.003320063,0.0002315834,0.0001426677,0.0001482538,0.000743122,0.02954745],"genre_scores_gemma":[0.6727538,0.00109248,0.3174532,0.0008626156,0.000253738,0.0004041565,0.0002221529,0.0002488528,0.006708861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008221513,"threshold_uncertainty_score":0.02750367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767107538","doi":"10.22331/q-2018-07-26-77","title":"Reliable numerical key rates for quantum key distribution","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Sandia National Laboratories; Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; Industry Canada","keywords":"Quantum key distribution; Trojan horse; Key (lock); BB84; Computer science; Key distribution; Key generation; Protocol (science); Software; Quantum cryptography; Quantum; Theoretical computer science; Public-key cryptography; Cryptography; Computer network; Algorithm; Computer security; Quantum information; Physics; Quantum mechanics; Encryption","authors":[{"name":"Adam Winick","is_ca":true},{"name":"Norbert Lütkenhaus","is_ca":true},{"name":"Patrick J. Coles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01680134077299984,"gpt":0.2799412303026196,"spread":0.2631398895296198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006385809,0.0009364425,0.001192507,0.001714859,0.001299795,0.002114457,0.002784903,0.001783506,0.005491006],"category_scores_gemma":[0.04066242,0.0007918155,0.0008521264,0.001184728,0.002706821,0.004813308,0.002495493,0.004311756,0.003004686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00273285,"about_ca_system_score_gemma":0.003000552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923557,"about_ca_topic_score_gemma":0.001444062,"domain_scores_codex":[0.9961511,0.001324572,0.0001616256,0.0002355009,0.00192065,0.0002066229],"domain_scores_gemma":[0.9879988,0.006705969,0.0007284875,0.002496433,0.001838315,0.0002320503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008670735,0.00006130625,0.0003897494,0.0001818269,0.00002983745,0.00007061598,0.0001807704,0.3858678,0.007043933,0.5791544,0.00170995,0.02522303],"study_design_scores_gemma":[0.00001729806,0.00001339335,0.00004377179,0.00002727758,0.000004884244,0.00002827464,0.0000101816,0.9266516,0.002967184,0.0681769,0.002036539,0.00002271277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002956742,0.0001040432,0.9932173,0.0001111083,0.00004958114,0.00003736137,0.00003135542,0.0004043986,0.003088099],"genre_scores_gemma":[0.2999493,0.0005797464,0.6918759,0.0002298193,0.0001397889,0.0006366984,0.000179155,0.001476001,0.004933687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006385809,"threshold_uncertainty_score":0.03377175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318983914","doi":"10.22331/q-2023-02-02-912","title":"TensorCircuit: a Quantum Software Framework for the NISQ Era","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Tencent","keywords":"Computer science; Speedup; Quantum circuit; Quantum computer; Computational science; Qubit; Python (programming language); Quantum; Parallel computing; Software; Quantum algorithm; Parameterized complexity; Computer engineering; Electronic circuit; Computer architecture; Theoretical computer science; Quantum error correction; Algorithm; Programming language; Physics","authors":[{"name":"Shi‐Xin Zhang","is_ca":false},{"name":"Jonathan Allcock","is_ca":false},{"name":"Zhou‐Quan Wan","is_ca":false},{"name":"Shuo Liu","is_ca":false},{"name":"Jiace Sun","is_ca":false},{"name":"Hao Yu","is_ca":true},{"name":"Xing-Han Yang","is_ca":false},{"name":"Jiezhong Qiu","is_ca":false},{"name":"Zhaofeng Ye","is_ca":false},{"name":"Yuqin Chen","is_ca":false},{"name":"Chee‐Kong Lee","is_ca":false},{"name":"Yi-Cong Zheng","is_ca":false},{"name":"Shao-Kai Jian","is_ca":false},{"name":"Hong Yao","is_ca":false},{"name":"Chang‐Yu Hsieh","is_ca":false},{"name":"Shengyu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02581544383577675,"gpt":0.2767935362872286,"spread":0.2509780924514518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040073,0.00102931,0.0008576318,0.0006925245,0.0008396647,0.001356425,0.003232842,0.001283917,0.0211721],"category_scores_gemma":[0.003987492,0.0007451951,0.001247044,0.0008124235,0.001229956,0.002854822,0.002052969,0.002454678,0.003833474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668581,"about_ca_system_score_gemma":0.003106618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095038,"about_ca_topic_score_gemma":0.007552736,"domain_scores_codex":[0.9993874,0.0001438248,0.00003983242,0.00008762133,0.0002601567,0.0000811511],"domain_scores_gemma":[0.9988715,0.0004657184,0.00006355694,0.0002472535,0.0002522814,0.00009959815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005331042,0.000215245,0.003075093,0.001003405,0.0002382257,0.0003481868,0.0004320945,0.4231296,0.02106223,0.3531398,0.09446042,0.1023627],"study_design_scores_gemma":[0.00008593092,0.00005897194,0.0002313599,0.00005087676,0.00002144533,0.00009857743,0.0000247695,0.8907514,0.007168136,0.05329305,0.04816226,0.00005313311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01435074,0.0004825301,0.8932519,0.0004853273,0.0002964548,0.0002205824,0.002326333,0.06805236,0.02053372],"genre_scores_gemma":[0.3689372,0.001297721,0.570661,0.0009521584,0.0001709677,0.001419261,0.008125103,0.02949608,0.01894061],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0211721,"threshold_uncertainty_score":0.07082772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995067406","doi":"10.22331/q-2020-10-11-341","title":"Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Quantum algorithm; Quantum; Quantum circuit; Quantum computer; Quantum phase estimation algorithm; Quantum gate; Representation (politics); Quantum network; Quantum error correction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03570084225003806,"gpt":0.2682287015800363,"spread":0.2325278593299982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004155772,0.001575797,0.001053721,0.00125207,0.001030239,0.003534646,0.004789457,0.002089646,0.02841945],"category_scores_gemma":[0.00850346,0.001552431,0.002064553,0.00137606,0.001577948,0.005042627,0.003385995,0.00462143,0.0146883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894942,"about_ca_system_score_gemma":0.003305074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590756,"about_ca_topic_score_gemma":0.005836092,"domain_scores_codex":[0.9971617,0.0009727335,0.0002150843,0.0002982689,0.001102372,0.0002498501],"domain_scores_gemma":[0.9980322,0.0008689425,0.00009785593,0.0005563502,0.0003406692,0.0001041511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002742214,0.0001208411,0.0004686798,0.0008017849,0.00006739794,0.000176375,0.0002635098,0.05371824,0.005351384,0.6594464,0.07163911,0.207672],"study_design_scores_gemma":[0.0002342231,0.00009346224,0.0001172392,0.0001504438,0.00003508951,0.0002108284,0.00003809326,0.3485977,0.007940145,0.3885222,0.2539729,0.00008767865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005042644,0.0002291636,0.9786967,0.0002279819,0.00007208098,0.0001259003,0.0005202492,0.0149899,0.004633805],"genre_scores_gemma":[0.02972838,0.0007953355,0.9467651,0.0004632332,0.000112243,0.001108766,0.001971976,0.007630882,0.01142407],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02841945,"threshold_uncertainty_score":0.09507257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037721790","doi":"10.22331/q-2021-02-04-393","title":"A resource efficient approach for quantum and classical simulations of gauge theories in particle physics","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"QuantERA; Canada First Research Excellence Fund; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; European Commission; Universitat Autònoma de Barcelona; Alexander von Humboldt-Stiftung; European Regional Development Fund; Alfred P. Sloan Foundation","keywords":"Lattice gauge theory; Gauge theory; Hamiltonian lattice gauge theory; Introduction to gauge theory; Quantum Monte Carlo; Quantum simulator; Gauge fixing; Lattice field theory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01972684733102605,"gpt":0.2675341118137509,"spread":0.2478072644827249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008590488,0.000348097,0.000588946,0.000372104,0.0009961548,0.0008718719,0.001872727,0.001295812,0.005692988],"category_scores_gemma":[0.002395238,0.0003283141,0.0005662406,0.0005641397,0.001141859,0.001472572,0.001184836,0.002098128,0.0006649649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009629,"about_ca_system_score_gemma":0.001627102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003649059,"about_ca_topic_score_gemma":0.004818045,"domain_scores_codex":[0.9995222,0.0001915041,0.00001921549,0.00004697097,0.0001686086,0.00005154282],"domain_scores_gemma":[0.9991984,0.0003953147,0.00005160333,0.0002146891,0.00008491171,0.00005516813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001057168,0.0001513199,0.0007620215,0.0001374101,0.00004445162,0.0001500481,0.0001663526,0.5808355,0.008281614,0.3866856,0.002972661,0.01970736],"study_design_scores_gemma":[0.00002897908,0.00002225031,0.00006776063,0.000007606425,0.000004811397,0.00001291791,0.00001144319,0.9564507,0.001834679,0.03892354,0.002624907,0.00001035794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0845958,0.0002475371,0.8876678,0.00114106,0.000152393,0.0003589004,0.0005849727,0.001419148,0.02383243],"genre_scores_gemma":[0.4024813,0.0002421534,0.5899366,0.0002558836,0.00004991921,0.001213831,0.0004332671,0.0003581616,0.005028865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005692988,"threshold_uncertainty_score":0.01904494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951814536","doi":"10.22331/q-2020-04-20-254","title":"Time-dependent Hamiltonian simulation with<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:msup><mml:mi>L</mml:mi><mml:mn>1</mml:mn></mml:msup></mml:math>-norm scaling","year":2020,"lang":"lv","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Army Research Office; Advanced Scientific Computing Research; U.S. Department of Defense; U.S. Department of Energy; Multidisciplinary University Research Initiative; Canadian Institute for Advanced Research; Office of Science; National Science Foundation","keywords":"Hamiltonian (control theory); Scaling; Quantum; Adiabatic quantum computation; Quantum simulator; Quantum algorithm; Exploit; Norm (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01729070281128664,"gpt":0.2354904754487792,"spread":0.2181997726374925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586868,0.0004570475,0.0004787036,0.0003413227,0.0006556482,0.001303064,0.001322525,0.0008512601,0.02111699],"category_scores_gemma":[0.002888441,0.0002838165,0.0007797921,0.0005305315,0.000650358,0.001979179,0.001195166,0.001469036,0.003374408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009826954,"about_ca_system_score_gemma":0.001298913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714645,"about_ca_topic_score_gemma":0.007788864,"domain_scores_codex":[0.9995443,0.0001137587,0.0000313148,0.00008870041,0.0001648842,0.00005690285],"domain_scores_gemma":[0.9986676,0.0005734763,0.00007180507,0.000375577,0.0002335256,0.00007795422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002624761,0.0002724735,0.001308762,0.0001954175,0.00006639863,0.000215354,0.0002491279,0.447165,0.01461477,0.4287432,0.03118097,0.07572612],"study_design_scores_gemma":[0.00001909877,0.000009378687,0.00004613024,0.000004752184,0.00000368414,0.00001106849,0.000008096545,0.9632568,0.003593926,0.02713439,0.005905006,0.000007610136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02535961,0.0001260232,0.932798,0.001001579,0.0002203873,0.0001309957,0.001057976,0.006286075,0.03301931],"genre_scores_gemma":[0.3927953,0.0002974778,0.5742296,0.0004396938,0.00008799509,0.0005964261,0.002527939,0.001863655,0.02716198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02111699,"threshold_uncertainty_score":0.07064331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593024776","doi":"10.22331/q-2018-01-08-44","title":"BQP-completeness of scattering in scalar quantum field theory","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Institute for Quantum Information and Matter, California Institute of Technology; National Institute of Standards and Technology; Gordon and Betty Moore Foundation; Simons Foundation; National Science Foundation","keywords":"Quantum algorithm; Quantum complexity theory; Quantum gravity; Physics; Quantum computer; Scalar field theory; Quantum mechanics; Quantum","authors":[{"name":"Stephen P. Jordan","is_ca":false},{"name":"Hari Krovi","is_ca":false},{"name":"Keith S. M. Lee","is_ca":true},{"name":"John Preskill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427729296441351,"gpt":0.2518217955224449,"spread":0.2375445025580314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007680532,0.0008860252,0.001793193,0.00150295,0.002086643,0.003238406,0.002509368,0.001824159,0.003297675],"category_scores_gemma":[0.02590781,0.0008564224,0.001312742,0.001620274,0.006162435,0.007945864,0.004348032,0.00394371,0.0005149954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298716,"about_ca_system_score_gemma":0.002792988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302513,"about_ca_topic_score_gemma":0.00130453,"domain_scores_codex":[0.9933063,0.00329992,0.0002927731,0.0008529593,0.001522962,0.0007249452],"domain_scores_gemma":[0.9708247,0.02288513,0.001142197,0.00249263,0.001813107,0.0008422496],"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":[0.0003390739,0.00009186617,0.00149731,0.0002181852,0.00004622199,0.0001500217,0.0005377517,0.07130789,0.001892641,0.9126775,0.001708477,0.009533018],"study_design_scores_gemma":[0.00003572354,0.00001814709,0.0001374223,0.00000951456,0.000004222314,0.00002080489,0.00002870473,0.2063784,0.0006151487,0.7925102,0.0002307006,0.00001102469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3587289,0.0005393413,0.624039,0.002979385,0.00005390228,0.000128038,0.0007162851,0.0007482774,0.01206687],"genre_scores_gemma":[0.9178333,0.0002396199,0.07862377,0.0002346287,0.0001204903,0.0001537149,0.0007244835,0.0001328216,0.001937306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007680532,"threshold_uncertainty_score":0.04061902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808654082","doi":"10.22331/q-2018-12-04-111","title":"Experimental investigation of high-dimensional quantum key distribution protocols with twisted photons","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Canada Excellence Research Chairs, Government of Canada; National Research Foundation Singapore; National Research Foundation; Canada First Research Excellence Fund; Canada Research Chairs; Government of Canada","keywords":"BB84; Quantum key distribution; Quantum cryptography; Photon; Computer science; Key (lock); Protocol (science); Physics; Quantum; Key distribution; Quantum information; Theoretical computer science; Quantum mechanics; Computer network; Encryption; Public-key cryptography; Computer security","authors":[{"name":"Frédéric Bouchard","is_ca":true},{"name":"Khabat Heshami","is_ca":true},{"name":"Duncan England","is_ca":true},{"name":"Robert Fickler","is_ca":true},{"name":"Robert W. Boyd","is_ca":true},{"name":"Berthold‐Georg Englert","is_ca":false},{"name":"L. L. Sánchez-Soto","is_ca":false},{"name":"Ebrahim Karimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01922980160626127,"gpt":0.2620602486409032,"spread":0.2428304470346419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550594,0.0004708917,0.0003832848,0.0005663178,0.0007962241,0.0008352399,0.001174835,0.00087864,0.002528104],"category_scores_gemma":[0.003104632,0.0003492684,0.0002770424,0.000731396,0.002235478,0.002521345,0.002007109,0.001134225,0.00039847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144002,"about_ca_system_score_gemma":0.000468225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349211,"about_ca_topic_score_gemma":0.0001001399,"domain_scores_codex":[0.9984048,0.0005541915,0.000107985,0.0002314764,0.0005293733,0.0001721573],"domain_scores_gemma":[0.9968815,0.001249406,0.0006194398,0.0008324959,0.0002468578,0.0001703955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008414726,0.0007114743,0.002528923,0.0003017565,0.00007845627,0.000520441,0.0007706019,0.01389832,0.774642,0.1943781,0.0005069008,0.0108216],"study_design_scores_gemma":[0.0001648767,0.001367505,0.001298428,0.00004296847,0.00003081317,0.0003994968,0.000192879,0.04215914,0.9293565,0.02077617,0.004125091,0.00008619915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393875,0.0002656162,0.05182085,0.0002539259,0.00005503225,0.0001504883,0.0001569554,0.0001158495,0.007793797],"genre_scores_gemma":[0.9699885,0.000200109,0.02841061,0.00004068773,0.00001865906,0.0001746292,0.0001100798,0.00003065079,0.001026128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002528104,"threshold_uncertainty_score":0.008457363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604172699","doi":"10.22331/q-2018-01-29-47","title":"Randomized benchmarking with gate-dependent noise","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Random Matrices and Applications","field":"Mathematics","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Army Research Office; Canada First Research Excellence Fund","keywords":"Benchmarking; Noise (video); Fidelity; Gaussian noise; Gradient noise; Value noise; Exponential growth; Exponential function","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03477509870037494,"gpt":0.3124885890434968,"spread":0.2777134903431219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004349912,0.0007853758,0.0010836,0.0007166062,0.0006626662,0.001407942,0.001893037,0.001253815,0.001971703],"category_scores_gemma":[0.02598367,0.0002477652,0.000571585,0.0008565595,0.002911129,0.002969922,0.001514264,0.001606246,0.0003306914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824476,"about_ca_system_score_gemma":0.001536243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045032,"about_ca_topic_score_gemma":0.001014209,"domain_scores_codex":[0.9957467,0.001753821,0.0001651154,0.0006407217,0.001109405,0.0005842585],"domain_scores_gemma":[0.9834719,0.009743704,0.001920292,0.003279682,0.001191093,0.0003933523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001899061,0.0001329362,0.00131874,0.0001066857,0.00005357346,0.0001566096,0.00007893999,0.5654451,0.007833521,0.4137044,0.0008732358,0.01010641],"study_design_scores_gemma":[0.000007911946,0.00004086527,0.0001338504,0.000008828906,0.000006704498,0.00002416189,0.00000828964,0.9557827,0.002699945,0.04102255,0.0002527216,0.00001155997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.205356,0.0003924522,0.7823801,0.000728854,0.0001260811,0.0001070156,0.00016006,0.000767544,0.009982049],"genre_scores_gemma":[0.9697573,0.0001355029,0.02809115,0.0001923132,0.00004021949,0.000105419,0.00009903674,0.00009449774,0.0014846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004349912,"threshold_uncertainty_score":0.02300483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899163859","doi":"10.22331/q-2019-05-20-143","title":"Fault-tolerant magic state preparation with flag qubits","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"MAGIC (telescope); Qubit; State (computer science); Distillation; Overhead (engineering); Quantum computer; Scheme (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005147332006206161,"gpt":0.2186759965406242,"spread":0.213528664534418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004380429,0.0002365577,0.0003181848,0.0003345531,0.0004555011,0.0004395776,0.000657103,0.0005419377,0.001442934],"category_scores_gemma":[0.002128312,0.0001458079,0.0001464123,0.0003838123,0.001174745,0.001580622,0.001299198,0.0008247426,0.0002129182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331516,"about_ca_system_score_gemma":0.0005163722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000477761,"about_ca_topic_score_gemma":0.0006265488,"domain_scores_codex":[0.9995849,0.0000971877,0.00002234531,0.00005391501,0.0001595846,0.00008213464],"domain_scores_gemma":[0.9990119,0.0003562602,0.0001854164,0.0002909707,0.00009662975,0.00005885755],"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":[0.001290422,0.0001594175,0.002167584,0.0003320518,0.00004208477,0.0003906442,0.0004964033,0.07009586,0.4085323,0.448403,0.001690639,0.0663996],"study_design_scores_gemma":[0.000165544,0.0009602451,0.000981845,0.00004625037,0.00002812472,0.000335239,0.0001114913,0.4575435,0.4705889,0.06276716,0.006373266,0.00009847773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428272,0.0004572566,0.2442671,0.0005565027,0.0001087364,0.00008144692,0.00008162196,0.0007222845,0.01089781],"genre_scores_gemma":[0.9829626,0.00006448061,0.01603694,0.00003578035,0.000006540199,0.00002160491,0.00002947262,0.00001793238,0.0008245941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442934,"threshold_uncertainty_score":0.004827142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971718006","doi":"10.22331/q-2020-06-08-280","title":"Quantifying Bell: the Resource Theory of Nonclassicality of Common-Cause Boxes","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"","keywords":"Set (abstract data type); Cardinality (data modeling); Randomness; Computer science; Probabilistic logic; Bell's theorem; Outcome (game theory); Simple (philosophy); Binary number; Survivability; Polytope; Causality (physics); Resource (disambiguation); Theoretical computer science; Mathematics; Discrete mathematics; Mathematical economics; Artificial intelligence; Quantum; Quantum entanglement; Statistics","authors":[{"name":"Elie Wolfe","is_ca":true},{"name":"David Schmid","is_ca":true},{"name":"Ana Belén Sainz","is_ca":true},{"name":"Ravi Kunjwal","is_ca":true},{"name":"Robert W. Spekkens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06788617213715771,"gpt":0.2993341024274658,"spread":0.2314479302903081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00607815,0.0009876889,0.001247865,0.001814295,0.001930648,0.00471101,0.002330932,0.001636855,0.008516282],"category_scores_gemma":[0.01628333,0.000843764,0.002206853,0.00150654,0.008551569,0.01222202,0.004495084,0.005161359,0.0006524604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517843,"about_ca_system_score_gemma":0.002430877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176734,"about_ca_topic_score_gemma":0.00135475,"domain_scores_codex":[0.9950807,0.001883463,0.0002342373,0.0008092768,0.001354512,0.000637755],"domain_scores_gemma":[0.9885356,0.007649899,0.0007860124,0.001767741,0.000841319,0.0004194846],"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":[0.00001005823,0.000006842099,0.00005471777,0.00002221388,0.000006118858,0.00001864863,0.00004846737,0.004621164,0.0002484355,0.9930416,0.0001833343,0.001738247],"study_design_scores_gemma":[0.000007357956,0.00001237944,0.00006153125,0.00001658742,0.000006384526,0.00001923088,0.00002427134,0.03289424,0.0005226362,0.9654256,0.000995624,0.00001409681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03717242,0.0005551405,0.9347436,0.001760938,0.0001019067,0.0001375186,0.0003707216,0.0001945571,0.02496322],"genre_scores_gemma":[0.727971,0.00072701,0.2624575,0.0005951552,0.0002430136,0.0005489888,0.000341343,0.0001956328,0.006920325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008516282,"threshold_uncertainty_score":0.03214473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952652949","doi":"10.22331/q-2019-05-20-142","title":"Subsystem symmetries, quantum cellular automata, and computational phases of quantum matter","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Quantum; Quantum entanglement; Homogeneous space; Tensor (intrinsic definition); Quantum information; Quantum computer; Construct (python library); Quantum phases; Topology (electrical circuits)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008050760249146794,"gpt":0.2257923464041003,"spread":0.2177415861549535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008163241,0.000288266,0.0004189195,0.0008482137,0.0011153,0.00170001,0.0007173212,0.0009472909,0.002643528],"category_scores_gemma":[0.003301854,0.0002769716,0.0007364847,0.0006005853,0.004309703,0.003744191,0.001256727,0.001320249,0.0002765774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192725,"about_ca_system_score_gemma":0.001020837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664429,"about_ca_topic_score_gemma":0.001353415,"domain_scores_codex":[0.9993811,0.0002304505,0.00003931176,0.0001038381,0.0001415771,0.0001037179],"domain_scores_gemma":[0.9981534,0.0008148076,0.0002217145,0.000534374,0.0001554987,0.0001202398],"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":[0.000008839461,0.00000429709,0.000117568,0.000009995999,0.000002331638,0.00001137419,0.00005428647,0.005344178,0.0004876742,0.9924064,0.00009459785,0.001458524],"study_design_scores_gemma":[0.000007447708,0.0000150178,0.0001318992,0.000009083595,0.000003649508,0.00002151554,0.00003782937,0.05103828,0.0008128601,0.9463655,0.001547018,0.000009874376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3816669,0.001089901,0.5743192,0.00169264,0.0001833277,0.0001070554,0.0003275864,0.0003870413,0.04022641],"genre_scores_gemma":[0.9367628,0.0003904898,0.06011775,0.0001129096,0.00007473054,0.0001382686,0.000117728,0.00005573547,0.002229565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002643528,"threshold_uncertainty_score":0.008843482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021720044","doi":"10.22331/q-2020-11-30-367","title":"Quantum reference frames for general symmetry groups","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Mathematical Analysis and Transform Methods","field":"Mathematics","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Reference frame; Quantum operation; Frame of reference; Quantum; Quantum process; Unitary state; Quantum system; Formalism (music); Relational quantum mechanics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1617430007731877,"gpt":0.3810627280225654,"spread":0.2193197272493777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003291793,0.0007218189,0.0005631877,0.00156701,0.002022616,0.002877292,0.001335269,0.001703871,0.009490428],"category_scores_gemma":[0.004317385,0.0003859767,0.001437352,0.0009692019,0.006514007,0.007831539,0.002833151,0.002716962,0.00134122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724058,"about_ca_system_score_gemma":0.001136748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275604,"about_ca_topic_score_gemma":0.001061652,"domain_scores_codex":[0.9969404,0.0009832383,0.0001832084,0.0006976321,0.0008021629,0.000393288],"domain_scores_gemma":[0.9982496,0.0004930941,0.0002710401,0.0005054679,0.0003059421,0.0001747875],"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":[0.000001201541,0.000001354941,0.000006438386,0.00000249592,5.191282e-7,0.000008608859,0.00007626026,0.00008936449,0.00009138848,0.9991069,0.0001563736,0.0004590805],"study_design_scores_gemma":[0.000006235975,0.000009453326,0.00003938837,0.000006083234,0.000002150859,0.00002117351,0.00007304662,0.001813143,0.0002190574,0.9908199,0.006983864,0.000006577946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09162888,0.001911814,0.7420208,0.004070392,0.0008756696,0.0001984938,0.0003665946,0.0004211787,0.1585062],"genre_scores_gemma":[0.7678524,0.001360834,0.189108,0.001322883,0.0009782524,0.000427149,0.0005306671,0.0002904487,0.03812935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009490428,"threshold_uncertainty_score":0.03174865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322766701","doi":"10.22331/q-2023-03-02-934","title":"Fast quantum circuit cutting with randomized measurements","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Lawrence Berkeley National Laboratory; Office of Science; Defense Advanced Research Projects Agency; Flatiron Health; National Energy Research Scientific Computing Center; Simons Foundation; U.S. Department of Energy","keywords":"Qubit; Quantum computer; Computation; Electronic circuit; Quantum circuit; Quantum; Mathematics; Overhead (engineering); Omega; Algorithm; Computer science; Topology (electrical circuits); Quantum mechanics; Combinatorics; Quantum error correction; Physics","authors":[{"name":"Angus Lowe","is_ca":true},{"name":"Matija Medvidović","is_ca":true},{"name":"Anthony Hayes","is_ca":true},{"name":"Lee J. O apos Riordan","is_ca":true},{"name":"Thomas R. Bromley","is_ca":true},{"name":"Juan Miguel Arrazola","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03189235801111866,"gpt":0.2483111023017082,"spread":0.2164187442905895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353522,0.0009166539,0.001163461,0.001004044,0.001028404,0.002064044,0.002442327,0.001661763,0.01065882],"category_scores_gemma":[0.005712934,0.001129002,0.001202481,0.001127199,0.002029018,0.004343462,0.00442539,0.003221801,0.001894738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515284,"about_ca_system_score_gemma":0.001546364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423915,"about_ca_topic_score_gemma":0.002186258,"domain_scores_codex":[0.9969612,0.0006544692,0.000134349,0.0007221524,0.001191798,0.0003360866],"domain_scores_gemma":[0.9957486,0.001816642,0.0003248503,0.00166417,0.000321209,0.0001245648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009462889,0.000212215,0.0009330809,0.0003269827,0.0001277814,0.0002313241,0.0002552533,0.1223057,0.05735759,0.5348604,0.00934049,0.2731028],"study_design_scores_gemma":[0.0002453829,0.000235988,0.0003556143,0.00005116909,0.00003930445,0.0001447592,0.00005137783,0.7238193,0.03562776,0.2256083,0.01372835,0.00009269759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02468165,0.0004765888,0.960116,0.0005575358,0.0002110146,0.0001271731,0.0001961528,0.003722438,0.009911399],"genre_scores_gemma":[0.4104066,0.000290018,0.5796264,0.0003447809,0.00009938859,0.000466126,0.0003376395,0.0006618785,0.007767245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01065882,"threshold_uncertainty_score":0.03565735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762860557","doi":"10.22331/q-2018-08-13-81","title":"Monogamy of entanglement without inequalities","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Calgary","keywords":"Quantum entanglement; Bipartite graph; Qubit; Monotone polygon; State (computer science); Class (philosophy); Concurrence; Mathematics; Measure (data warehouse); Quantum; Discrete mathematics; Quantum mechanics; Physics; Computer science; Algorithm","authors":[{"name":"Gilad Gour","is_ca":true},{"name":"Yu Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204881007588081,"gpt":0.2692157492812235,"spread":0.2471669392053427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331119,0.0004287061,0.0005416137,0.001249904,0.001306003,0.002191958,0.000990827,0.0008323229,0.004707838],"category_scores_gemma":[0.006090188,0.0002953857,0.0005922909,0.000850905,0.005941982,0.004295536,0.002987095,0.001968221,0.0004391674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499901,"about_ca_system_score_gemma":0.0009189582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009967777,"about_ca_topic_score_gemma":0.0007780967,"domain_scores_codex":[0.9965066,0.001044077,0.0002665442,0.0008407626,0.000852104,0.0004897834],"domain_scores_gemma":[0.9954052,0.002315285,0.0004093739,0.0008753614,0.0006872828,0.0003075335],"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":[0.0000176069,0.000008919055,0.0002311562,0.00002063124,0.000005155971,0.00003815116,0.0001479422,0.0007466844,0.0008071997,0.9940457,0.0002124817,0.003718408],"study_design_scores_gemma":[0.00001454214,0.00007011162,0.0009233591,0.00003647222,0.00001278635,0.0002284334,0.0001517781,0.02071697,0.002359125,0.967418,0.00803523,0.0000332217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.265604,0.001109081,0.6379311,0.001788495,0.0002207541,0.0002103708,0.0005715029,0.0001884057,0.09237629],"genre_scores_gemma":[0.9452464,0.0002822835,0.04583198,0.0004340574,0.0001509827,0.000277056,0.0001632432,0.00004666482,0.007567247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004707838,"threshold_uncertainty_score":0.01574928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391448163","doi":"10.22331/q-2024-02-01-1239","title":"Hamiltonian variational ansatz without barren plateaus","year":2024,"lang":"en","type":"article","venue":"Quantum","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Office of Science; National Energy Research Scientific Computing Center; U.S. Department of Energy","keywords":"Ansatz; Hamiltonian (control theory); Mathematical physics; Physics; Statistical physics; Mathematics; Mathematical optimization","authors":[{"name":"Chae-Yeun Park","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03612618268355906,"gpt":0.3185535060416158,"spread":0.2824273233580568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009396,0.000506605,0.0007276898,0.000572012,0.0007222858,0.001440065,0.001328149,0.002041118,0.006888515],"category_scores_gemma":[0.005259213,0.0004736477,0.0007339875,0.000353266,0.002216251,0.002265281,0.002139973,0.002577386,0.0009090824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142326,"about_ca_system_score_gemma":0.001031835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194302,"about_ca_topic_score_gemma":0.001907695,"domain_scores_codex":[0.9995434,0.0001621554,0.00002097403,0.00008076419,0.0001149416,0.00007778306],"domain_scores_gemma":[0.9989396,0.0005748532,0.00006910324,0.0001546103,0.0001202691,0.0001416647],"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":[0.00004627135,0.00003041538,0.000426215,0.00006696398,0.00001669903,0.0001357701,0.0001020196,0.05894337,0.003133616,0.9316583,0.001218869,0.004221479],"study_design_scores_gemma":[0.00001858643,0.00002111434,0.0001454676,0.0000218319,0.000004234224,0.0000303242,0.00003109582,0.753346,0.0005161992,0.2445944,0.001256188,0.00001452969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1647941,0.001139058,0.757035,0.0030208,0.0003452105,0.0002032814,0.0003896303,0.000717493,0.0723556],"genre_scores_gemma":[0.9044729,0.0004791373,0.07530979,0.0007548548,0.0001107704,0.0003089232,0.0003120315,0.0003758604,0.01787571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006888515,"threshold_uncertainty_score":0.02304435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605394516","doi":"10.22331/q-2017-10-03-31","title":"Magic state distillation with low space overhead and optimal asymptotic input count","year":2017,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut quantique; Université de Sherbrooke","funders":"","keywords":"MAGIC (telescope); Qubit; Logarithm; Adder; State (computer science); Concatenation (mathematics); Topology (electrical circuits); Discrete logarithm","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006688174581715129,"gpt":0.2270030469237845,"spread":0.2203148723420694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002555086,0.001230695,0.001556022,0.001151594,0.001618502,0.002565087,0.004094627,0.001993463,0.005724794],"category_scores_gemma":[0.01319008,0.0008650792,0.00138984,0.001154187,0.003713558,0.007204636,0.006608975,0.004757502,0.001147992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837644,"about_ca_system_score_gemma":0.003632185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008850321,"about_ca_topic_score_gemma":0.001482561,"domain_scores_codex":[0.9958903,0.0009538092,0.0002506814,0.0007791036,0.001405041,0.000721005],"domain_scores_gemma":[0.9898233,0.004692676,0.0007802746,0.003280796,0.0009282088,0.0004947195],"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":[0.00179933,0.0003501766,0.0009288182,0.0004735699,0.0001166137,0.0002694842,0.0002623185,0.1178252,0.03569911,0.7352658,0.006013089,0.1009964],"study_design_scores_gemma":[0.0002307127,0.0002385421,0.0001642576,0.00007416738,0.00006148539,0.0002254779,0.00003357664,0.5910863,0.04019089,0.3633565,0.00424794,0.00009012043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1117854,0.0008603149,0.8553704,0.00190251,0.0001675264,0.0003087719,0.0004829546,0.004951401,0.02417077],"genre_scores_gemma":[0.7268567,0.0004214668,0.2622899,0.0004493072,0.00009748888,0.000536159,0.0005122506,0.0005492923,0.008287393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005724794,"threshold_uncertainty_score":0.02058864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322767342","doi":"10.22331/q-2023-03-02-932","title":"Security of device-independent quantum key distribution protocols: a review","year":2023,"lang":"en","type":"review","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation Singapore; National Research Foundation","keywords":"Quantum key distribution; Key (lock); Computer science; Protocol (science); Key exchange; Computer security; Quantum; Physics; Public-key cryptography; Encryption; Quantum mechanics; Medicine","authors":[{"name":"Ignatius William Primaatmaja","is_ca":false},{"name":"Koon Tong Goh","is_ca":false},{"name":"Ernest Y.-Z. Tan","is_ca":true},{"name":"John T.-F. Khoo","is_ca":false},{"name":"Shouvik Ghorai","is_ca":false},{"name":"Charles Ci Wen Lim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08737898987351674,"gpt":0.381488776005435,"spread":0.2941097861319182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009797114,0.0009753519,0.001449412,0.002239656,0.000528422,0.001280482,0.001305716,0.001458524,0.004549827],"category_scores_gemma":[0.001457744,0.0005293561,0.0006606634,0.00221671,0.0009251526,0.002988056,0.001028353,0.002210702,0.003305513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005324,"about_ca_system_score_gemma":0.001773714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007834761,"about_ca_topic_score_gemma":0.0008539492,"domain_scores_codex":[0.9996285,0.00005748063,0.00004913785,0.00007147456,0.0001542099,0.00003919323],"domain_scores_gemma":[0.9990237,0.0006252675,0.0001038424,0.00003867679,0.000163594,0.00004494363],"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":[0.0000588022,0.0001115761,0.0002173922,0.03680228,0.00009629348,0.0002212167,0.0001270375,0.001111951,0.003551767,0.0304354,0.03645754,0.8908089],"study_design_scores_gemma":[0.000007821919,0.00009239059,0.0002994914,0.004510165,0.00007830551,0.0006477559,0.00005223221,0.0001733765,0.000891413,0.007135859,0.9860812,0.00002997287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001706444,0.9963138,0.0006027295,0.0004145862,0.0001932862,0.000008816966,0.00003688207,0.00001348382,0.002245847],"genre_scores_gemma":[0.0009546084,0.9978808,0.000375891,0.0001795896,0.0001552713,0.0000104113,0.00003964267,0.000002731088,0.0004010184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004549827,"threshold_uncertainty_score":0.0152207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121518188","doi":"10.22331/q-2021-07-22-508","title":"Spacetime Quantum Reference Frames and superpositions of proper times","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Government of Canada","keywords":"Spacetime; Quantum spacetime; Quantum operation; Open quantum system; Quantum process; Quantum state; Inertial frame of reference; Quantum; Frame of reference; Hilbert space","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627750582346932,"gpt":0.2546211847755642,"spread":0.2383436789520949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003820981,0.001084251,0.0007197902,0.002282823,0.00246645,0.003889016,0.001420605,0.001783295,0.006962328],"category_scores_gemma":[0.004758342,0.0006358773,0.001357798,0.001875748,0.007284542,0.01131898,0.003163279,0.003283556,0.001201358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200518,"about_ca_system_score_gemma":0.001438576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004838879,"about_ca_topic_score_gemma":0.002602923,"domain_scores_codex":[0.9970655,0.001158,0.0001812463,0.0006145539,0.000648179,0.000332598],"domain_scores_gemma":[0.9980133,0.0003910828,0.0003670776,0.0004748435,0.0005024031,0.0002513262],"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":[0.000002313904,9.078602e-7,0.00001052186,0.000003935521,0.000001010919,0.00001033913,0.000140142,0.0001258992,0.00007062659,0.9987417,0.000199044,0.0006936356],"study_design_scores_gemma":[0.000008255618,0.00001881811,0.00008523356,0.00001540816,0.000004126256,0.00003596838,0.0001397935,0.002303257,0.000167471,0.9809688,0.01623685,0.00001589948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0442007,0.0044115,0.8073002,0.002667746,0.001357743,0.0001348734,0.0005334205,0.0004180709,0.1389757],"genre_scores_gemma":[0.5956997,0.00496931,0.3471608,0.001213142,0.002018614,0.0004686103,0.001075067,0.000469338,0.04692543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006962328,"threshold_uncertainty_score":0.02329129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955506450","doi":"10.22331/q-2019-09-23-188","title":"Heat-Bath Algorithmic Cooling with optimal thermalization strategies","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Government of Canada","keywords":"Computer science; Thermalisation; Algorithm; Convergence (economics); Protocol (science); Thermal; Statistical physics; Thermodynamics; Physics","authors":[{"name":"Álvaro M. Alhambra","is_ca":true},{"name":"Matteo Lostaglio","is_ca":false},{"name":"Christopher Perry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005884655618719285,"gpt":0.2117131703291955,"spread":0.2058285147104763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298708,0.0005947693,0.0006076165,0.0004315313,0.0007766918,0.001018234,0.001282354,0.0007767728,0.004728692],"category_scores_gemma":[0.003671659,0.0003823787,0.0004383175,0.0003736964,0.002129199,0.002327514,0.002185425,0.001610866,0.0006847219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209325,"about_ca_system_score_gemma":0.001404171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000615273,"about_ca_topic_score_gemma":0.001024056,"domain_scores_codex":[0.9989904,0.0003159859,0.00006126713,0.000215613,0.0002172734,0.0001995757],"domain_scores_gemma":[0.9985793,0.0005803371,0.0001519279,0.0004574238,0.0001507517,0.00008035402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003945797,0.0001648056,0.0006872489,0.0002218185,0.00005271328,0.00008270091,0.0002525353,0.2578924,0.04830973,0.6450374,0.003424497,0.0434795],"study_design_scores_gemma":[0.00006210436,0.0001169333,0.0001792678,0.00002895164,0.00001938403,0.00004304671,0.00004791439,0.8031616,0.03627291,0.1566911,0.003326582,0.00005010364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1169259,0.0003264475,0.8637372,0.0005952679,0.00008729464,0.0002274423,0.000178195,0.001108746,0.01681337],"genre_scores_gemma":[0.8282436,0.000166558,0.1657942,0.0002077725,0.00003593345,0.0004146187,0.000142634,0.0003303918,0.004664324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004728692,"threshold_uncertainty_score":0.01581907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999772241","doi":"10.22331/q-2020-04-30-262","title":"The type-independent resource theory of local operations and shared randomness","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Japan Society for the Promotion of Science; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Government of Canada; Ministry of Colleges and Universities; John Templeton Foundation","keywords":"Randomness; Quantum entanglement; Computer science; Resource (disambiguation); Type (biology); Teleportation; Variety (cybernetics); Theoretical computer science; Space (punctuation); Range (aeronautics); Quantum; Topology (electrical circuits); Mathematics; Quantum channel; Quantum mechanics; Physics; Artificial intelligence; Computer network","authors":[{"name":"David Schmid","is_ca":true},{"name":"Denis Rosset","is_ca":true},{"name":"Francesco Buscemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01706414708437864,"gpt":0.2459170980757059,"spread":0.2288529509913273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009474782,0.001643196,0.001883418,0.002291813,0.00280682,0.006037905,0.004568574,0.003946289,0.01056636],"category_scores_gemma":[0.01841887,0.001201917,0.004214911,0.001900217,0.01986908,0.0218963,0.007976135,0.007736669,0.001629079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004814137,"about_ca_system_score_gemma":0.002602963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728037,"about_ca_topic_score_gemma":0.0009335543,"domain_scores_codex":[0.986918,0.006573422,0.0007019568,0.002181458,0.002281842,0.001343359],"domain_scores_gemma":[0.9761416,0.01490044,0.001429519,0.005485423,0.001229315,0.0008136657],"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":[0.000006754333,0.000004793621,0.00003498547,0.00001664174,0.000005065173,0.00001364844,0.00006182749,0.000733802,0.00007171971,0.9981675,0.0001384172,0.0007447645],"study_design_scores_gemma":[0.00001374966,0.00001757598,0.00004314453,0.00001689434,0.000009705006,0.00003165302,0.00002909219,0.006357046,0.0002358085,0.9911842,0.002046973,0.00001403371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02809602,0.0009569511,0.8805383,0.003441394,0.000296511,0.0002832,0.0003320455,0.0002341433,0.08582158],"genre_scores_gemma":[0.7366619,0.001785751,0.228848,0.002344399,0.0009386832,0.001751269,0.0003365969,0.0003939993,0.02693942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01056636,"threshold_uncertainty_score":0.05010808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892333274","doi":"10.22331/q-2023-08-22-1088","title":"Switching quantum reference frames in the N-body problem and the absence of global relational perspectives","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Austrian Science Fund; Agence Nationale de la Recherche; Government of Canada; European Commission; John Templeton Foundation","keywords":"Hilbert space; Theoretical physics; Quantum; Gauge theory; Gauge symmetry; Gravitation; Mathematics; Pure mathematics; Physics; Quantum mechanics; Mathematical physics","authors":[{"name":"Augustin Vanrietvelde","is_ca":false},{"name":"Philipp A. Höhn","is_ca":false},{"name":"Flaminia Giacomini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01398043692338571,"gpt":0.2361759307532219,"spread":0.2221954938298362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004699692,0.0007817139,0.001287612,0.0007391224,0.003413505,0.003744052,0.002324018,0.004082731,0.005062772],"category_scores_gemma":[0.007099094,0.0008175576,0.00150404,0.0008203721,0.01128183,0.01019571,0.005552415,0.005195772,0.0006407584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215412,"about_ca_system_score_gemma":0.001361469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379526,"about_ca_topic_score_gemma":0.003034084,"domain_scores_codex":[0.9973716,0.001221554,0.0001003401,0.0005857278,0.0004547271,0.0002660367],"domain_scores_gemma":[0.9973097,0.0008993436,0.0003879725,0.0008948342,0.0001856246,0.0003226864],"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":[0.000008760818,0.000004607786,0.00003270388,0.000009025694,0.000002653994,0.0000380229,0.0001119161,0.001109649,0.0001278264,0.9971626,0.0002197477,0.001172334],"study_design_scores_gemma":[0.00001430013,0.00001243869,0.00004641973,0.00001123612,0.000002407956,0.00002979119,0.0001178542,0.006404579,0.00009746975,0.9918841,0.001369144,0.00001024822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1520691,0.001475248,0.7327721,0.01480885,0.0006451158,0.0001148572,0.000358896,0.0002403897,0.09751554],"genre_scores_gemma":[0.7829213,0.0008937834,0.203853,0.00116645,0.0004946629,0.0002429438,0.0002750634,0.0002043799,0.009948379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005062772,"threshold_uncertainty_score":0.02485466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215751161","doi":"10.22331/q-2023-09-25-1119","title":"Why interference phenomena do not capture the essence of quantum theory","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique","keywords":"Class (philosophy); Field (mathematics); Quantum field theory; Quantum; Quantum mechanics; Computer science; Physics; Mathematics; Pure mathematics; Artificial intelligence","authors":[{"name":"Lorenzo Catani","is_ca":false},{"name":"Matthew Leifer","is_ca":false},{"name":"David Schmid","is_ca":false},{"name":"Robert W. Spekkens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01950337894264792,"gpt":0.2613439588421685,"spread":0.2418405798995206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007778979,0.0009433209,0.001946701,0.00182106,0.003598082,0.006686454,0.003177983,0.006568474,0.009108755],"category_scores_gemma":[0.02262501,0.001359418,0.001877054,0.0009191241,0.02796499,0.03050052,0.005651416,0.0104514,0.002956469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002805967,"about_ca_system_score_gemma":0.002316183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763905,"about_ca_topic_score_gemma":0.002677264,"domain_scores_codex":[0.9943247,0.001820776,0.0002306659,0.001029225,0.001804175,0.0007904045],"domain_scores_gemma":[0.9896773,0.004888052,0.0006742608,0.002804026,0.001379489,0.000576778],"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":[0.00001797068,0.00001236752,0.0002609994,0.00006966241,0.0000155662,0.00008563012,0.0007410775,0.0004766714,0.000198757,0.9913112,0.003935878,0.00287417],"study_design_scores_gemma":[0.000009481074,0.000004620548,0.00008891796,0.00001435905,0.000003164159,0.00005674475,0.0001284605,0.0009825714,0.00007821096,0.9936959,0.004927809,0.00000971797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06822293,0.02092777,0.3270172,0.2578438,0.005283599,0.0002334204,0.0006525376,0.002085065,0.3177336],"genre_scores_gemma":[0.8907496,0.007045588,0.05010587,0.02540436,0.003103359,0.0003732003,0.0003176016,0.001046228,0.02185412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009108755,"threshold_uncertainty_score":0.0411396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108193542","doi":"10.22331/q-2022-08-17-779","title":"A no-go theorem on the nature of the gravitational field beyond quantum theory","year":2022,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Fundacja na rzecz Nauki Polskiej; Government of Canada","keywords":"Quantum entanglement; Gravitation; Physics; Gravitational field; Quantum gravity; Theoretical physics; Quantum; Quantum information; Field (mathematics); Classical mechanics; Quantum mechanics; Mathematics; Pure mathematics","authors":[{"name":"Thomas D. Galley","is_ca":true},{"name":"Flaminia Giacomini","is_ca":true},{"name":"John H. Selby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007344618574535968,"gpt":0.2411675882751401,"spread":0.2338229697006041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007015808,0.0007515051,0.001655407,0.001670093,0.002835076,0.003613781,0.002351895,0.003437392,0.004449013],"category_scores_gemma":[0.01755054,0.0005431279,0.001683588,0.0009276629,0.02096195,0.01256048,0.003744193,0.007850636,0.0007371145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646091,"about_ca_system_score_gemma":0.001378292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006488066,"about_ca_topic_score_gemma":0.0003842869,"domain_scores_codex":[0.9962254,0.001552638,0.000112486,0.0005966334,0.001204455,0.0003084892],"domain_scores_gemma":[0.9844141,0.01107322,0.0008298566,0.002198685,0.000987203,0.0004969365],"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":[0.000004887188,0.0000034094,0.00004695602,0.00001894575,0.000003869902,0.00002292788,0.00003405587,0.0003262357,0.0000973097,0.9986505,0.0002699984,0.0005209334],"study_design_scores_gemma":[0.000002661397,0.0000061672,0.00003458907,0.000008623672,0.000001470608,0.00001936094,0.000008289478,0.00211113,0.00005616701,0.9973199,0.0004280916,0.000003451817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1646442,0.008055363,0.6117961,0.03380676,0.0019815,0.0001725016,0.0004728136,0.0005367546,0.1785339],"genre_scores_gemma":[0.9304356,0.002270354,0.05277788,0.003414479,0.001416813,0.0002613909,0.0001984191,0.0001686231,0.00905642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007015808,"threshold_uncertainty_score":0.03710359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608522339","doi":"10.22331/q-2018-01-04-43","title":"Fault-tolerant quantum computing in the Pauli or Clifford frame with slow error diagnostics","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Waterloo","funders":"Army Research Office; Université de Sherbrooke","keywords":"Quantum computer; Quantum error correction; Overhead (engineering); Computer science; Error detection and correction; Frame (networking); Pauli exclusion principle; Computation; Fault tolerance; Protocol (science); Decoding methods; Algorithm; Quantum gate; Quantum; Computer engineering; Distributed computing; Physics; Quantum mechanics; Computer network","authors":[{"name":"Christopher Chamberland","is_ca":true},{"name":"Pavithran Iyer","is_ca":true},{"name":"David Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02154733608886181,"gpt":0.2743363146713025,"spread":0.2527889785824406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489028,0.0004803423,0.0009389288,0.0004366252,0.0009921518,0.001325612,0.001554335,0.001329303,0.001863302],"category_scores_gemma":[0.003090513,0.0002364129,0.0003665749,0.0006723721,0.002631423,0.003004756,0.001811165,0.001534292,0.0003618327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168361,"about_ca_system_score_gemma":0.0009125025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007671001,"about_ca_topic_score_gemma":0.000529063,"domain_scores_codex":[0.9991037,0.0002316545,0.00004734758,0.0001667015,0.0002649375,0.0001856171],"domain_scores_gemma":[0.9987997,0.0003868672,0.0001663535,0.000371157,0.0001707986,0.0001051712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005102166,0.00006919219,0.0004028521,0.000102849,0.00002336935,0.0003402003,0.0003257465,0.06426037,0.02612762,0.8911542,0.001285916,0.01539755],"study_design_scores_gemma":[0.00009710438,0.0002944076,0.0001627806,0.00002751154,0.00002897469,0.0001059832,0.0001060981,0.5984129,0.02726452,0.3700708,0.003364055,0.00006476948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3157068,0.0005007517,0.6650039,0.001504063,0.0003688804,0.0001310773,0.0001051508,0.0003393515,0.01633997],"genre_scores_gemma":[0.948473,0.0002300175,0.04726637,0.0001815213,0.00008970527,0.0000687646,0.00003745068,0.00005000198,0.003603224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001863302,"threshold_uncertainty_score":0.007874846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978019533","doi":"10.22331/q-2020-06-29-287","title":"Efficient Quantum Walk Circuits for Metropolis-Hastings Algorithm","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Quantum walk; Quantum algorithm; Quantum computer; Heuristic; Quantum; Quantum phase estimation algorithm; Quantum circuit; Quantum sort","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02148501767296296,"gpt":0.2481672611814051,"spread":0.2266822435084422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006314065,0.0004472753,0.000820381,0.0003916322,0.000617041,0.001251002,0.001437744,0.001145701,0.009984315],"category_scores_gemma":[0.003144936,0.0002754453,0.0003309084,0.0007928832,0.001193467,0.001614104,0.0008171829,0.001378511,0.0008988142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484534,"about_ca_system_score_gemma":0.001353072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877723,"about_ca_topic_score_gemma":0.002800021,"domain_scores_codex":[0.9993553,0.0001983579,0.0000255754,0.00007831425,0.0002247108,0.0001177408],"domain_scores_gemma":[0.9992577,0.0004095502,0.00004104693,0.000155189,0.00008841592,0.00004800777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002185173,0.0001604618,0.0003071817,0.0001168616,0.00002679684,0.00007058499,0.00006434073,0.2471959,0.008585991,0.6891309,0.004069411,0.05005312],"study_design_scores_gemma":[0.00008840759,0.00006946449,0.0001365814,0.00001289406,0.00001029439,0.00002651482,0.00001294202,0.8542992,0.004803492,0.137597,0.002922345,0.00002081223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1014593,0.0007543055,0.8695341,0.0008025249,0.0001614237,0.0003042876,0.0003293138,0.001299877,0.02535483],"genre_scores_gemma":[0.7845825,0.0003351821,0.2092893,0.0001711108,0.00005564976,0.0003314872,0.0002402698,0.0001602429,0.004834128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009984315,"threshold_uncertainty_score":0.03340083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390013556","doi":"10.22331/q-2023-12-20-1210","title":"Generalization despite overfitting in quantum machine learning models","year":2023,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada); Perimeter Institute; University of Waterloo","funders":"Institut Périmètre de physique théorique; Mitacs; Government of Canada","keywords":"Overfitting; Artificial intelligence; Quantum; Generalization; Computer science; Machine learning; Artificial neural network; Mathematics; Physics; Quantum mechanics","authors":[{"name":"Evan Peters","is_ca":true},{"name":"Maria Schuld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02751122988553504,"gpt":0.2491336591798267,"spread":0.2216224292942916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004329111,0.0007535438,0.001170236,0.0009455672,0.0008568611,0.001408106,0.001454687,0.001465739,0.001532965],"category_scores_gemma":[0.02730545,0.0007388572,0.001248653,0.0006139858,0.004156122,0.003850206,0.00292516,0.003599741,0.0002111144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501591,"about_ca_system_score_gemma":0.0008481151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793059,"about_ca_topic_score_gemma":0.0024214,"domain_scores_codex":[0.9980032,0.0009045087,0.00009762817,0.0003390643,0.0004554271,0.0002001483],"domain_scores_gemma":[0.9910198,0.004662016,0.0008989465,0.002573609,0.0004989135,0.0003467298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000103145,0.00006089496,0.003337689,0.0001300065,0.0001079279,0.0002761297,0.0005812185,0.5305694,0.003982744,0.4465022,0.002102089,0.01224648],"study_design_scores_gemma":[0.000007523217,0.00002349388,0.0005192951,0.00001983514,0.00000980696,0.00005646611,0.00002797526,0.7682587,0.0005079707,0.2301869,0.0003670547,0.00001506689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2898291,0.0005919206,0.694452,0.003646752,0.00008636867,0.00006816834,0.000243306,0.00099751,0.0100848],"genre_scores_gemma":[0.9768537,0.0003056709,0.02027585,0.0003921108,0.00006943238,0.00006852263,0.0001500991,0.0002286934,0.001656027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004329111,"threshold_uncertainty_score":0.0228948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019236876","doi":"10.22331/q-2021-04-15-432","title":"Combining hard and soft decoders for hypergraph product codes","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; QuantERA; Agence Nationale de la Recherche","keywords":"Block code; Low-density parity-check code; Decoding methods; Ideal (ethics); BCJR algorithm; Tornado code; Concatenated error correction code; Turbo code; Context (archaeology); Encoding (memory)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01664968803194903,"gpt":0.2445355190752923,"spread":0.2278858310433433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736456,0.0006136804,0.0006157291,0.0009166455,0.0004228076,0.00119206,0.0009868508,0.0009608132,0.001732711],"category_scores_gemma":[0.006405593,0.0003838915,0.000412202,0.0006253479,0.00182509,0.001787273,0.001889879,0.001325334,0.0005174233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007215178,"about_ca_system_score_gemma":0.0008317029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009444485,"about_ca_topic_score_gemma":0.001699438,"domain_scores_codex":[0.9986479,0.000476805,0.00004783409,0.0001451629,0.0005603095,0.0001220124],"domain_scores_gemma":[0.9966737,0.002168449,0.0001644158,0.0004984162,0.000345621,0.0001493322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005717732,0.0001761625,0.002574954,0.0002088367,0.0002037702,0.000279282,0.0002695058,0.6222931,0.03774545,0.1850117,0.001808241,0.1488572],"study_design_scores_gemma":[0.00003571178,0.0001059979,0.0002091927,0.0000131276,0.00002324712,0.00007539116,0.00002094857,0.9454197,0.0135298,0.03963033,0.0009129372,0.00002361496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1481571,0.000370353,0.8423426,0.0003843406,0.00006564074,0.00008089835,0.00008257476,0.0006754783,0.007840998],"genre_scores_gemma":[0.8283378,0.0001733845,0.1675375,0.0001850854,0.00004106478,0.00008353616,0.0001159734,0.00009364746,0.003432011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001736456,"threshold_uncertainty_score":0.009183407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107968153","doi":"10.22331/q-2021-03-29-422","title":"Dimensional Expressivity Analysis of Parametric Quantum Circuits","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Research and Innovation Foundation; Industry Canada; Government of Canada","keywords":"Quantum circuit; Quantum; Electronic circuit; Parametric statistics; Ansatz; Homogeneous space; Quantum algorithm; Topology (electrical circuits)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01636947294212224,"gpt":0.2522796444689663,"spread":0.2359101715268441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009751469,0.0003600101,0.0003195184,0.0006411808,0.0006378876,0.001543704,0.0007291141,0.0005262159,0.003012183],"category_scores_gemma":[0.002827797,0.0002711329,0.000553991,0.0002872827,0.002414322,0.001930251,0.001227354,0.001485248,0.0002378955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205064,"about_ca_system_score_gemma":0.0003784436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004952307,"about_ca_topic_score_gemma":0.0003442303,"domain_scores_codex":[0.99945,0.0001676451,0.00002845749,0.00007540791,0.0002040581,0.000074337],"domain_scores_gemma":[0.9991654,0.0004066628,0.00009582157,0.000165519,0.000113329,0.00005334138],"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":[0.00001998967,0.00001195778,0.0001727444,0.00001468389,0.000005679301,0.00003129914,0.00007175398,0.02988736,0.006205368,0.9608873,0.0001642434,0.002527746],"study_design_scores_gemma":[0.00001036907,0.00003450207,0.0002533206,0.00001134394,0.000007184148,0.00005314537,0.00004345859,0.397611,0.006111516,0.5945209,0.001322601,0.00002060558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3593923,0.0002050493,0.5895604,0.0007380479,0.00003035392,0.00006947447,0.0002018205,0.0002172577,0.0495853],"genre_scores_gemma":[0.9649123,0.0001339598,0.0311497,0.00008454953,0.00002360158,0.00009826642,0.00006925467,0.00005983937,0.00346853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003012183,"threshold_uncertainty_score":0.01007676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916363163","doi":"10.22331/q-2020-03-23-245","title":"Continuous groups of transversal gates for quantum error correcting codes from finite clock reference frames","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"National Center of Competence in Research Quantum Science and Technology; Institut Périmètre de physique théorique; Technische Universiteit Delft; National Science Foundation; Government of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Algorithm; Computer science; Dimension (graph theory); Mathematics; Combinatorics","authors":[{"name":"Mischa P. Woods","is_ca":false},{"name":"Álvaro M. Alhambra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03992217766283514,"gpt":0.2599044461236446,"spread":0.2199822684608094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120288,0.0007708862,0.0005343041,0.001109581,0.001013484,0.002341019,0.001162166,0.00104196,0.01156924],"category_scores_gemma":[0.00283323,0.0003178577,0.0009356024,0.0007341782,0.002855237,0.002977289,0.002893182,0.002949934,0.002163387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207412,"about_ca_system_score_gemma":0.001103978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008568947,"about_ca_topic_score_gemma":0.0009355716,"domain_scores_codex":[0.9982359,0.000509964,0.0001014463,0.0003608089,0.0004532077,0.0003387296],"domain_scores_gemma":[0.9986851,0.0003845743,0.0001854186,0.0003349803,0.0002443862,0.0001655442],"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":[0.00004371472,0.00001391876,0.0000394733,0.00001741636,0.000002932616,0.00002939357,0.0001085544,0.0008806454,0.001419533,0.9904207,0.0006928325,0.006330801],"study_design_scores_gemma":[0.00004668059,0.0001390118,0.0001271272,0.00003314168,0.00001143231,0.00007384242,0.00009301348,0.01769136,0.007957435,0.9576247,0.01616125,0.00004091959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1260299,0.0005612381,0.7745186,0.001361787,0.0009630093,0.000202172,0.0004312047,0.001009929,0.09492216],"genre_scores_gemma":[0.7662615,0.0006996972,0.1892222,0.0009493669,0.0006645896,0.0004570516,0.0006572154,0.0005534558,0.04053494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01156924,"threshold_uncertainty_score":0.03870296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097112755","doi":"10.22331/q-2021-08-27-530","title":"Quantum reference frame transformations as symmetries and the paradox of the third particle","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Okinawa Institute of Science and Technology Graduate University; Institut Périmètre de physique théorique; Fetzer Institute; Innovation, Science and Economic Development Canada; Government of Canada; Austrian Science Fund; Foundational Questions Institute; Silicon Valley Community Foundation","keywords":"Observable; Quantum; Quantization (signal processing); Theoretical physics; TRACE (psycholinguistics); Computer science; Mathematics; Algebra over a field; Calculus (dental); Pure mathematics; Physics; Quantum mechanics; Algorithm","authors":[{"name":"Marius Krumm","is_ca":false},{"name":"Philipp A. Höhn","is_ca":false},{"name":"Markus P. Müller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123839881494033,"gpt":0.2478749643807661,"spread":0.2266365655658258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003075042,0.00034145,0.0005595792,0.0005727204,0.001579878,0.003089641,0.001005675,0.002041238,0.003832715],"category_scores_gemma":[0.005989686,0.0003020295,0.0008483281,0.0005707314,0.01067689,0.00833514,0.002588181,0.002802516,0.0003705482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100701,"about_ca_system_score_gemma":0.00129412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978209,"about_ca_topic_score_gemma":0.001031435,"domain_scores_codex":[0.9984651,0.0007182088,0.00006695172,0.0002158069,0.0004065146,0.000127625],"domain_scores_gemma":[0.9975411,0.0009965439,0.0003268291,0.0007212554,0.0002604082,0.0001538954],"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":[0.000002513461,0.000001857692,0.00002324732,0.000004417387,0.000001187522,0.00001656289,0.000119664,0.000300869,0.0001460613,0.998476,0.0001323679,0.0007752169],"study_design_scores_gemma":[0.000004667702,0.000005617338,0.00003374381,0.00000504325,0.000001195499,0.00002229409,0.00005630916,0.003041732,0.0001307959,0.9954903,0.001202751,0.000005541183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2122609,0.002292732,0.6606094,0.01846163,0.0007008309,0.00007678549,0.0002015047,0.0003422646,0.105054],"genre_scores_gemma":[0.9454477,0.0006916103,0.04709691,0.0008945544,0.0001962481,0.00006858306,0.0000501573,0.00008707446,0.005467152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003832715,"threshold_uncertainty_score":0.01626259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784023939","doi":"10.22331/q-2018-08-22-85","title":"Real Randomized Benchmarking","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Australian Research Council; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Industry Canada; Bundesministerium für Bildung und Forschung; Elitenetzwerk Bayern; University of Sydney; Government of Canada; Deutsche Forschungsgemeinschaft; Canadian Institute for Advanced Research; Deutscher Akademischer Austauschdienst; Canada First Research Excellence Fund; Government of Ontario","keywords":"Benchmarking; Computation; Group (periodic table); Protocol (science); Word error rate; Error detection and correction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00935931314201262,"gpt":0.2472905738837169,"spread":0.2379312607417043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008411005,0.00107933,0.001550758,0.001425775,0.00111896,0.003163358,0.002465833,0.001724266,0.00659395],"category_scores_gemma":[0.02975083,0.0005009558,0.0008468957,0.001328495,0.004196477,0.00509932,0.003292702,0.002388663,0.001281952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165798,"about_ca_system_score_gemma":0.002542075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005614857,"about_ca_topic_score_gemma":0.0005597851,"domain_scores_codex":[0.9861845,0.006558969,0.0008393442,0.002191208,0.003256476,0.0009694059],"domain_scores_gemma":[0.9791044,0.007140683,0.002258258,0.00785449,0.003087767,0.0005544432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003221862,0.0001165944,0.001044599,0.0001900807,0.0000661037,0.000088481,0.00008538905,0.07070822,0.007863246,0.8871592,0.002956413,0.02939961],"study_design_scores_gemma":[0.00009053665,0.0004356195,0.0004689007,0.00009735515,0.00004376551,0.0002322599,0.00005958385,0.4569342,0.01943696,0.5097328,0.01235284,0.0001151462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03054089,0.0004269218,0.9472014,0.0004844983,0.0003000083,0.0002502872,0.0004077366,0.001323143,0.01906513],"genre_scores_gemma":[0.7244937,0.0003778393,0.265353,0.0007084326,0.0002571536,0.001052554,0.0007254204,0.0007857598,0.00624613],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008411005,"threshold_uncertainty_score":0.04448217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186147327","doi":"10.22331/q-2022-05-09-709","title":"Jet: Fast quantum circuit simulations with parallel task-based tensor-network contraction","year":2022,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"University of Toronto; Government of Ontario","keywords":"Computer science; Electronic circuit; Tensor (intrinsic definition); Parallel computing; Contraction (grammar); Tensor contraction; Topology (electrical circuits); Mathematics; Physics; Exact solutions in general relativity; Mathematical analysis; Geometry; Quantum mechanics","authors":[{"name":"Trevor Vincent","is_ca":true},{"name":"Lee J. O apos Riordan","is_ca":true},{"name":"Mikhail Andrenkov","is_ca":true},{"name":"Jack Brown","is_ca":true},{"name":"Nathan Killoran","is_ca":true},{"name":"Haoyu Qi","is_ca":true},{"name":"Ish Dhand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01425287204513013,"gpt":0.226681791974639,"spread":0.2124289199295089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008943416,0.0007457603,0.0007972984,0.0004328359,0.0006964998,0.0007693333,0.002527987,0.0009170137,0.008474298],"category_scores_gemma":[0.003540388,0.0004915806,0.0006831465,0.000791228,0.0006190304,0.001867505,0.001030176,0.001674093,0.001154411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087695,"about_ca_system_score_gemma":0.0021003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061354,"about_ca_topic_score_gemma":0.008117338,"domain_scores_codex":[0.9996214,0.0001056517,0.00001948435,0.00004586662,0.0001489658,0.00005858519],"domain_scores_gemma":[0.9987142,0.0005759533,0.00007709739,0.0002769865,0.000232879,0.0001228549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003147416,0.0001446491,0.001516365,0.0001979991,0.00008911201,0.000138035,0.0001684539,0.895641,0.008126491,0.05303035,0.0104321,0.03020076],"study_design_scores_gemma":[0.00001937774,0.00001071305,0.00004026418,0.00000200979,0.000002340476,0.000005211763,0.000004314938,0.9943572,0.001097098,0.003409361,0.001047382,0.000004714887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.077838,0.000154366,0.8897632,0.0004268955,0.0002351665,0.0001798849,0.001138775,0.01387764,0.01638615],"genre_scores_gemma":[0.51245,0.0002058048,0.4742808,0.0002888207,0.00007219263,0.0007014658,0.001775739,0.004343275,0.005881846],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008474298,"threshold_uncertainty_score":0.02834934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996472800","doi":"10.22331/q-2019-12-09-213","title":"Exact Markovian and non-Markovian time dynamics in waveguide QED: collective interactions, bound states in continuum, superradiance and subradiance","year":2019,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Innovation, Science and Economic Development Canada","keywords":"Superradiance; Physics; Markov process; Formalism (music); Statistical physics; Quantum; Photon; Quantum mechanics; Parameter space; Mathematics; Laser","authors":[{"name":"Fatih Dinç","is_ca":true},{"name":"İlke Ercan","is_ca":false},{"name":"Agata M. Brańczyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003604159955137634,"gpt":0.2267132854849799,"spread":0.2231091255298423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006688588,0.0004593508,0.0006796722,0.000461052,0.0007874764,0.00150412,0.001379901,0.001279038,0.002966484],"category_scores_gemma":[0.001311347,0.0003451941,0.0009713576,0.0004667856,0.002014109,0.002961961,0.001239044,0.001203264,0.0005054816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062924,"about_ca_system_score_gemma":0.0007065332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226824,"about_ca_topic_score_gemma":0.001653699,"domain_scores_codex":[0.9997682,0.00006503412,0.00001101187,0.00004103529,0.00006201926,0.00005283512],"domain_scores_gemma":[0.9995302,0.0002228226,0.00007670609,0.00008326923,0.00004071825,0.0000462303],"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":[0.00002483659,0.00003732612,0.0003439822,0.00005156701,0.00001222658,0.0001635942,0.0002396558,0.08193391,0.004383294,0.9098653,0.0003372859,0.002607042],"study_design_scores_gemma":[0.00001053083,0.00001515425,0.0002108855,0.00001290483,0.000005657259,0.00005873014,0.00004545682,0.7413497,0.001139051,0.2560453,0.001086106,0.00002062615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1673334,0.001489707,0.8072721,0.0009553103,0.0001280981,0.00007149974,0.0001599739,0.0002086067,0.02238118],"genre_scores_gemma":[0.8833607,0.001553628,0.09645709,0.000272358,0.000091094,0.0002012548,0.0001265387,0.0002067383,0.01773058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002966484,"threshold_uncertainty_score":0.009923935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403310488","doi":"10.22331/q-2024-10-10-1498","title":"Decoding algorithms for surface codes","year":2024,"lang":"en","type":"article","venue":"Quantum","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Photon Etc (Canada)","funders":"Ministerio de Ciencia e Innovación; Ministerio de Economía y Competitividad; European Commission","keywords":"Decoding methods; Computer science; Algorithm; List decoding; Sequential decoding; Concatenated error correction code; Block code","authors":[{"name":"Antonio deMarti iOlius","is_ca":false},{"name":"Patricio Fuentes","is_ca":true},{"name":"Román Orús","is_ca":false},{"name":"Pedro M. Crespo","is_ca":false},{"name":"Josu Etxezarreta Martínez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04933901699950013,"gpt":0.3259667094915187,"spread":0.2766276924920186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007639548,0.0008899175,0.0009421819,0.001767176,0.0009165286,0.002287156,0.0009661065,0.001601064,0.008320797],"category_scores_gemma":[0.006354962,0.0003774732,0.001176491,0.00201516,0.001248281,0.002482827,0.001728056,0.002405153,0.00464046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254147,"about_ca_system_score_gemma":0.001517321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530479,"about_ca_topic_score_gemma":0.001419698,"domain_scores_codex":[0.998751,0.0002397634,0.0001318427,0.0001949291,0.0005522002,0.0001302331],"domain_scores_gemma":[0.9979914,0.001095533,0.0001170684,0.0002465176,0.000514199,0.00003524114],"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":[0.00006915552,0.00003583808,0.0005621819,0.0008199505,0.00004156712,0.0001425201,0.0003044951,0.05683468,0.006787545,0.5700456,0.01427895,0.3500775],"study_design_scores_gemma":[0.00002947345,0.00005742229,0.0001945691,0.0003519687,0.00002922298,0.0005373709,0.0001057739,0.3370358,0.01742191,0.564835,0.07933576,0.00006576225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007092746,0.005330143,0.9638274,0.0007005662,0.0003838824,0.0001092018,0.0004488379,0.001260936,0.02084636],"genre_scores_gemma":[0.1557501,0.01310807,0.8063838,0.0009009712,0.0004917617,0.0004809228,0.002166264,0.001717069,0.01900107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008320797,"threshold_uncertainty_score":0.02783591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894178851","doi":"10.22331/q-2020-07-20-301","title":"Law without law: from observer states to physics via algorithmic information theory","year":2020,"lang":"en","type":"article","venue":"Quantum","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"","keywords":"Observer (physics); Physical law; Probabilistic logic; Perspective (graphical); Physical system; Point (geometry); Information theory; State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02357027136651258,"gpt":0.2376864589492625,"spread":0.2141161875827499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00638563,0.0007500126,0.001138483,0.001962923,0.001717093,0.006955734,0.002234465,0.002814755,0.004967527],"category_scores_gemma":[0.02256914,0.0007174299,0.001969174,0.001290138,0.01279423,0.01653833,0.004959691,0.005813469,0.0008706042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514024,"about_ca_system_score_gemma":0.002550194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805824,"about_ca_topic_score_gemma":0.001099604,"domain_scores_codex":[0.9949561,0.002387878,0.0002333354,0.0008240435,0.001242033,0.000356606],"domain_scores_gemma":[0.9877623,0.008456411,0.0006281817,0.002103587,0.0006968979,0.0003526323],"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":[0.000003755271,0.000005060406,0.00006117906,0.00001671371,0.000004306827,0.00002095871,0.0001085976,0.001367257,0.00004963071,0.9965608,0.0002947641,0.001506979],"study_design_scores_gemma":[0.000004264494,0.000004224461,0.00002605982,0.000009703634,0.000002680809,0.00001143575,0.000013425,0.009377119,0.00004920473,0.9893867,0.001110031,0.000005152376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01745993,0.001481186,0.9222807,0.006868314,0.0002759615,0.0001056138,0.0002239884,0.0003926067,0.05091182],"genre_scores_gemma":[0.7285886,0.002538128,0.2533298,0.002151119,0.001049255,0.0004243754,0.0004713414,0.0003724234,0.01107492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006955734,"threshold_uncertainty_score":0.0337708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198317698","doi":"10.22331/q-2022-08-17-780","title":"Hybridized Methods for Quantum Simulation in the Interaction Picture","year":2022,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Nuclear Physics; Office of Science; U.S. Department of Energy","keywords":"Algorithm; Hamiltonian (control theory); Computer science; Scaling; Statistical physics; Physics; Mathematics; Geometry; Mathematical optimization","authors":[{"name":"Abhishek Rajput","is_ca":false},{"name":"Alessandro Roggero","is_ca":false},{"name":"Nathan Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03213992960442573,"gpt":0.3608072854957785,"spread":0.3286673558913528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001714919,0.0006577364,0.0007026272,0.0007975014,0.0009598451,0.001383943,0.002001057,0.001770994,0.01013756],"category_scores_gemma":[0.00500416,0.000579562,0.001390276,0.0009162216,0.001929039,0.002302277,0.003053559,0.002669085,0.001841469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522986,"about_ca_system_score_gemma":0.001376721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770695,"about_ca_topic_score_gemma":0.002771363,"domain_scores_codex":[0.9985607,0.0007297673,0.00004771693,0.0001493975,0.0004280572,0.00008429083],"domain_scores_gemma":[0.9978639,0.001218351,0.00008421563,0.0004994558,0.0002456272,0.00008842016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007361547,0.00005597753,0.0003180837,0.0000805955,0.00005990674,0.00007248758,0.0001468023,0.3021089,0.003454837,0.6626686,0.001829169,0.02913104],"study_design_scores_gemma":[0.00001128244,0.00001814387,0.00003656441,0.000008947532,0.000006147097,0.00001316815,0.00001082746,0.8746972,0.0007857056,0.1213617,0.003038703,0.00001154508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005434758,0.0001517869,0.9856188,0.0002411646,0.00007040527,0.00005993354,0.00003777532,0.0005877817,0.007797621],"genre_scores_gemma":[0.2060942,0.0004412296,0.7802908,0.0004101916,0.0001089277,0.0008396675,0.0002033499,0.0007679608,0.01084372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01013756,"threshold_uncertainty_score":0.03391349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299980570","doi":"10.22331/q-2017-05-11-11","title":"Fast and high-fidelity entangling gate through parametrically modulated longitudinal coupling","year":2017,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; Université de Sherbrooke","funders":"","keywords":"Coupling (piping); Qubit; Quantum computer; Controlled NOT gate; Quantum gate; Modulation (music); Spin (aerodynamics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0316238163201648,"gpt":0.2807396704572727,"spread":0.2491158541371079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992121,0.0002694953,0.0002478609,0.0001322388,0.0003469647,0.0005067185,0.0005735712,0.0003274304,0.001504507],"category_scores_gemma":[0.0004985815,0.0001387814,0.0001353387,0.0001551585,0.0008639643,0.0009742555,0.001045436,0.0005030564,0.0001959183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529585,"about_ca_system_score_gemma":0.0002973106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454439,"about_ca_topic_score_gemma":0.0004103329,"domain_scores_codex":[0.9998654,0.00002874207,0.000006952901,0.00002979391,0.00003877351,0.00003039916],"domain_scores_gemma":[0.9997522,0.00008451803,0.00006726975,0.00005080577,0.00001732971,0.00002799982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002711737,0.0001858703,0.0008575143,0.0001388514,0.00002777695,0.0004295866,0.0004085999,0.02335164,0.6230581,0.3204189,0.0006717836,0.03018026],"study_design_scores_gemma":[0.0001132442,0.0007335274,0.0006959311,0.00002629483,0.00003608113,0.0003830886,0.00009345943,0.4369364,0.5057434,0.04638864,0.008757285,0.00009268588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7699913,0.0004830631,0.2114222,0.0006708195,0.000123202,0.00006244374,0.00006032145,0.0004670333,0.01671967],"genre_scores_gemma":[0.9838281,0.00009598944,0.01458551,0.00005083861,0.0000121681,0.00001869043,0.000008383177,0.0000191364,0.001381183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504507,"threshold_uncertainty_score":0.005033076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774878547","doi":"10.22331/q-2018-09-13-93","title":"Quantum repeaters with individual rare-earth ions at telecommunication wavelengths","year":2018,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; University of Calgary; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Quantum entanglement; Europium; Repeater (horology); Photon; Ion; Coherence (philosophical gambling strategy); Erbium; Quantum information science; Quantum channel","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594866566274216,"gpt":0.2596163159604184,"spread":0.2436676502976762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470644,0.0003094601,0.0003764383,0.0002504627,0.0005124168,0.0005194895,0.001138219,0.0007340396,0.001659329],"category_scores_gemma":[0.0007283314,0.0002192774,0.0002969526,0.0003003122,0.0007066537,0.001347131,0.0008962358,0.0005722923,0.000394636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164399,"about_ca_system_score_gemma":0.0002247011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002782988,"about_ca_topic_score_gemma":0.0004128957,"domain_scores_codex":[0.9996789,0.00004866143,0.00002324567,0.00008066936,0.0001100441,0.0000585975],"domain_scores_gemma":[0.9992352,0.0002214603,0.0002277386,0.0002168571,0.00004675386,0.00005213308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003424896,0.0002191846,0.0009747238,0.0001170574,0.00006282853,0.0005647095,0.0003317688,0.02231528,0.8392727,0.1070652,0.0006679915,0.0280661],"study_design_scores_gemma":[0.00005449592,0.0004684369,0.0002661585,0.00001093206,0.0000382336,0.0003249555,0.00003288084,0.0920985,0.8911913,0.007200109,0.008249378,0.00006459342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493557,0.0007708718,0.1396964,0.000437093,0.000125632,0.0001042136,0.00006111602,0.0007774842,0.008671547],"genre_scores_gemma":[0.9383916,0.0002180846,0.05504663,0.00007711698,0.00003522245,0.00006788106,0.00003000852,0.00003791422,0.006095469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659329,"threshold_uncertainty_score":0.00555104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205206051","doi":"10.22331/q-2022-11-28-863","title":"The Complexity of Bipartite Gaussian Boson Sampling","year":2022,"lang":"en","type":"article","venue":"Quantum","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Xanadu Quantum Technologies (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Instituto Nacional de Ciência e Tecnologia de Informação Quântica; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Gaussian; Boson; Mathematics; Generalization; Matrix (chemical analysis); Bipartite graph; Sampling (signal processing); Quadratic growth; Time complexity; Discrete mathematics; Applied mathematics; Algorithm; Quantum mechanics; Computer science; Physics; Mathematical analysis","authors":[{"name":"Daniel Grier","is_ca":true},{"name":"Daniel J. Brod","is_ca":false},{"name":"Juan Miguel Arrazola","is_ca":true},{"name":"Marcos Benicio de Andrade Alonso","is_ca":false},{"name":"Nicolás Quesada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08346886497295078,"gpt":0.2897229028015116,"spread":0.2062540378285609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002233543,0.0003601419,0.0009228205,0.0004536205,0.0008843585,0.002077403,0.001501405,0.001162445,0.00439677],"category_scores_gemma":[0.01350561,0.0004817689,0.000812059,0.000623143,0.002566886,0.004157302,0.002529271,0.002319986,0.0003351644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027666,"about_ca_system_score_gemma":0.00154275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147774,"about_ca_topic_score_gemma":0.002084,"domain_scores_codex":[0.9978771,0.0007517462,0.00009842922,0.0003195003,0.0006130631,0.0003401819],"domain_scores_gemma":[0.9887115,0.008493024,0.0005201256,0.001485369,0.0004653569,0.0003245989],"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":[0.0007262185,0.0001463328,0.003293599,0.0002486296,0.00008216555,0.0002192896,0.0003583877,0.3499439,0.005785114,0.6128621,0.004477752,0.02185641],"study_design_scores_gemma":[0.00004167977,0.00002800816,0.0004266512,0.00001175927,0.00001027939,0.00004476796,0.00003816491,0.6751896,0.001567081,0.3220281,0.0005985952,0.00001536022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.532295,0.0004472204,0.4439641,0.005053668,0.00008316885,0.0001528301,0.001081944,0.0008227167,0.01609937],"genre_scores_gemma":[0.966186,0.000191702,0.02929309,0.0002633297,0.00006299263,0.0001249807,0.0004412876,0.000104255,0.003332288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00439677,"threshold_uncertainty_score":0.0147118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}