{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2386,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":2386,"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":"2b2309294cc4","filters":{"topic":"Quantum Computing Algorithms and Architecture"}},"results":[{"id":"W2024860775","doi":"10.1038/nature10012","title":"Quantum annealing with manufactured spins","year":2011,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1922,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; D-Wave Systems (Canada)","funders":"","keywords":"Quantum annealing; Spins; Simulated annealing; Quantum; Ground state; Physics; Condensed matter physics; Quantum computer; Annealing (glass); Quantum system; Quantum mechanics; Statistical physics; Computer science; Algorithm","authors":[{"name":"Mark W. Johnson","is_ca":true},{"name":"M. H. S. Amin","is_ca":true},{"name":"S. Gildert","is_ca":true},{"name":"T. Lanting","is_ca":true},{"name":"Firas Hamze","is_ca":true},{"name":"Neil G. Dickson","is_ca":true},{"name":"R. Harris","is_ca":true},{"name":"A. J. Berkley","is_ca":true},{"name":"Jonas Johansson","is_ca":false},{"name":"P. Bunyk","is_ca":true},{"name":"E. M. Chapple","is_ca":true},{"name":"Colin Enderud","is_ca":true},{"name":"Jeremy Hilton","is_ca":true},{"name":"Kamran Karimi","is_ca":true},{"name":"E. Ladizinsky","is_ca":true},{"name":"N. Ladizinsky","is_ca":true},{"name":"T. Oh","is_ca":true},{"name":"I. Perminov","is_ca":true},{"name":"Christopher C. Rich","is_ca":true},{"name":"M. C. Thom","is_ca":true},{"name":"E. Tolkacheva","is_ca":true},{"name":"C. J. S. Truncik","is_ca":true},{"name":"S. Uchaikin","is_ca":true},{"name":"J. Wang","is_ca":true},{"name":"B. Wilson","is_ca":true},{"name":"Geordie Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01156771750920638,"gpt":0.2246883514065667,"spread":0.2131206338973604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801899,0.0001715508,0.00056929,0.0003115307,0.0007408028,0.001125326,0.0006392569,0.001128378,0.005699812],"category_scores_gemma":[0.002367826,0.0003658799,0.0004009933,0.0002729656,0.00161558,0.001069127,0.0007339001,0.0009894751,0.0004162708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967729,"about_ca_system_score_gemma":0.0003661696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003874082,"about_ca_topic_score_gemma":0.0006281464,"domain_scores_codex":[0.9997523,0.000104946,0.000008684833,0.00003829531,0.00007290783,0.0000227915],"domain_scores_gemma":[0.9993424,0.0003195852,0.00002920737,0.0001977839,0.0000733204,0.0000378182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001468958,0.00006051487,0.0003686081,0.0000855729,0.00003204815,0.0001124165,0.0001173769,0.1209466,0.01111762,0.8533707,0.001541901,0.0120998],"study_design_scores_gemma":[0.00006546932,0.0001150168,0.0004134203,0.00002285297,0.00002188354,0.000055932,0.00004585955,0.6021829,0.006412088,0.386553,0.004088866,0.00002272491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4081953,0.001002772,0.5104872,0.002444416,0.00124869,0.0001016257,0.00008736167,0.0005762313,0.07585644],"genre_scores_gemma":[0.9195605,0.000136981,0.07220779,0.0001308638,0.00005531531,0.00004723326,0.00003168646,0.00006692886,0.007762696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005699812,"threshold_uncertainty_score":0.01906776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792946961","doi":"10.1103/physrevlett.122.040504","title":"Quantum Machine Learning in Feature Hilbert Spaces","year":2019,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1653,"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":"Hilbert space; Kernel (algebra); Computer science; Quantum computer; Reproducing kernel Hilbert space; Quantum machine learning; Quantum state; Feature vector; Kernel method; Feature (linguistics); Quantum algorithm; Quantum information; POVM; Support vector machine; Quantum process; Algorithm; Quantum; Theoretical computer science; Artificial intelligence; Quantum operation; Open quantum system; Mathematics; Quantum mechanics; Physics; Quantum dynamics; Pure mathematics","authors":[{"name":"Maria Schuld","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007675978581280417,"gpt":0.250474971303738,"spread":0.2427989927224576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001832517,0.0003587682,0.0007012289,0.0006789684,0.000837023,0.002021547,0.001161043,0.001223629,0.003303348],"category_scores_gemma":[0.00585933,0.0003818962,0.0006859491,0.0009211576,0.003237175,0.004820096,0.001835968,0.002180174,0.0003795242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286964,"about_ca_system_score_gemma":0.0008268349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717471,"about_ca_topic_score_gemma":0.0008859446,"domain_scores_codex":[0.998956,0.0005357916,0.00004025145,0.0001442362,0.0002267851,0.00009700678],"domain_scores_gemma":[0.9978912,0.00136074,0.0001203505,0.0004063728,0.0001539988,0.00006717737],"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":[0.00001956754,0.00001180393,0.0001393667,0.00003388221,0.000009199075,0.00002962921,0.00006515085,0.03197746,0.0006961569,0.960448,0.000665535,0.0059042],"study_design_scores_gemma":[0.00001079262,0.00001346847,0.0001147728,0.000008203279,0.000002489131,0.00001873267,0.00001473802,0.3332784,0.0003878146,0.6649131,0.001227693,0.000009847391],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0322522,0.0006676004,0.957389,0.001755554,0.00008103786,0.00004537349,0.0001817605,0.0001963033,0.00743115],"genre_scores_gemma":[0.7812341,0.0008681788,0.2116651,0.0004954446,0.000248413,0.0002741014,0.0001985126,0.0001356506,0.004880587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003303348,"threshold_uncertainty_score":0.01105082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213212652","doi":"10.1103/revmodphys.94.015004","title":"Noisy intermediate-scale quantum algorithms","year":2022,"lang":"en","type":"article","venue":"Reviews of Modern Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1653,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vector Institute; University of Toronto","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Samsung; Ministry of Education - Singapore; National Research Foundation; UK Research and Innovation; Office of Naval Research; Google; U.S. Department of Energy","keywords":"Quantum computer; Computation; Scalability; Scale (ratio); Quantum; Quantum algorithm; Computational science; Noise (video); Physics; Computer science; Theoretical computer science; Algorithm; Computer engineering; Artificial intelligence; Quantum mechanics","authors":[{"name":"Kishor Bharti","is_ca":false},{"name":"Alba Cervera-Lierta","is_ca":true},{"name":"Thi Ha Kyaw","is_ca":true},{"name":"Tobias Haug","is_ca":false},{"name":"Sumner Alperin-Lea","is_ca":true},{"name":"Abhinav Anand","is_ca":true},{"name":"Matthias Degroote","is_ca":true},{"name":"Hermanni Heimonen","is_ca":false},{"name":"Jakob S. Kottmann","is_ca":true},{"name":"Tim Menke","is_ca":false},{"name":"Wai‐Keong Mok","is_ca":false},{"name":"Sukin Sim","is_ca":false},{"name":"L. C. Kwek","is_ca":false},{"name":"Alán Aspuru‐Guzik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0217486436739896,"gpt":0.2586126982676553,"spread":0.2368640545936657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050425,0.0004805736,0.001179312,0.0003895121,0.0007219869,0.002170631,0.001555456,0.001330032,0.006214566],"category_scores_gemma":[0.00488926,0.000411695,0.0005518816,0.0004766692,0.002121322,0.003561098,0.002004453,0.002290106,0.001077602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118297,"about_ca_system_score_gemma":0.0009935668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005395162,"about_ca_topic_score_gemma":0.0004931577,"domain_scores_codex":[0.9991655,0.0002461438,0.0000421519,0.0001391807,0.0003061323,0.0001008759],"domain_scores_gemma":[0.9987878,0.0006737391,0.00006446746,0.0002265535,0.0001762641,0.0000712785],"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":[0.00006061094,0.00002744018,0.0002217589,0.0003052977,0.00003316768,0.00005881111,0.00008704468,0.04065572,0.002030602,0.9340119,0.003582357,0.01892542],"study_design_scores_gemma":[0.00002752003,0.0000470966,0.0001487967,0.0001115911,0.0000164434,0.00005855434,0.00003665418,0.1710877,0.002131803,0.8057269,0.02057743,0.00002952668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03917303,0.02331146,0.8290013,0.005378848,0.002023798,0.0001585878,0.0002885104,0.001084943,0.09957965],"genre_scores_gemma":[0.8427051,0.01899658,0.1162936,0.001647224,0.0008965036,0.000344658,0.0003441905,0.0003779029,0.01839434],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006214566,"threshold_uncertainty_score":0.02078974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052146120","doi":"10.1103/physreva.70.052328","title":"Improved simulation of stabilizer circuits","year":2004,"lang":"en","type":"article","venue":"Physical Review A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1561,"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":"Controlled NOT gate; Quantum computer; Electronic circuit; Computer science; Quantum gate; Qubit; Hadamard transform; Tensor product; Algorithm; Quantum circuit; Mathematics; Quantum; Quantum mechanics; Quantum error correction; Physics; Pure mathematics","authors":[{"name":"Scott Aaronson","is_ca":false},{"name":"Daniel Gottesman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609323443052984,"gpt":0.2979267940434285,"spread":0.2818335596128986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005996316,0.0004721232,0.000643188,0.0004085018,0.0004278502,0.0007451728,0.001489425,0.0007816557,0.004330824],"category_scores_gemma":[0.002687796,0.0003030754,0.0006711812,0.0003894989,0.001005643,0.001451508,0.00121493,0.001203202,0.0006201941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273856,"about_ca_system_score_gemma":0.001100776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630245,"about_ca_topic_score_gemma":0.0025395,"domain_scores_codex":[0.9990989,0.0002727637,0.00004164466,0.0001573325,0.0002708966,0.0001585187],"domain_scores_gemma":[0.998795,0.000535299,0.00006181546,0.0003422711,0.0002058481,0.00005972067],"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":[0.0004818897,0.0001265075,0.001127676,0.0001087765,0.00003739903,0.0001880652,0.0002292009,0.6975257,0.03266937,0.2356525,0.002048567,0.02980438],"study_design_scores_gemma":[0.00003534548,0.00004123711,0.00005585802,0.000004386284,0.000006998375,0.0000122423,0.000005431531,0.9740856,0.008930143,0.01531715,0.001496074,0.00000950684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.300079,0.000163148,0.6711897,0.0005479775,0.0001333496,0.000140791,0.0002867746,0.00377587,0.0236833],"genre_scores_gemma":[0.8771957,0.00009859838,0.1160263,0.0001091994,0.00002736983,0.0001780158,0.0002866788,0.0002776345,0.005800398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004330824,"threshold_uncertainty_score":0.01448804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052891002","doi":"10.1126/science.1113479","title":"Simulated Quantum Computation of Molecular Energies","year":2005,"lang":"en","type":"article","venue":"Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1439,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"D-Wave Systems (Canada)","funders":"","keywords":"Quantum computer; Quantum algorithm; Quantum phase estimation algorithm; Quantum; Adiabatic process; Wave function; Algorithm; Quantum error correction; Function (biology); Computer science; Statistical physics; Quantum mechanics; Physics","authors":[{"name":"Alán Aspuru‐Guzik","is_ca":true},{"name":"Anthony D. Dutoi","is_ca":true},{"name":"Peter J. Love","is_ca":true},{"name":"Martin Head‐Gordon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006795505306941121,"gpt":0.2514620021073077,"spread":0.2446664968003666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004847146,0.000253552,0.0006613476,0.0003087381,0.0005286822,0.0007954736,0.001192925,0.0008556418,0.003630613],"category_scores_gemma":[0.002901774,0.0003365141,0.0004193989,0.0004208187,0.001029585,0.001139036,0.0006839852,0.0007382411,0.0002426202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206809,"about_ca_system_score_gemma":0.001230928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729234,"about_ca_topic_score_gemma":0.003774298,"domain_scores_codex":[0.9996885,0.0001200289,0.00001100498,0.00003321058,0.0001025548,0.00004465079],"domain_scores_gemma":[0.9989424,0.0006323627,0.00004357817,0.0002043162,0.0001305974,0.00004667655],"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":[0.0001200663,0.00003757536,0.0003733171,0.00003573313,0.0000254907,0.00004439983,0.0000445793,0.9305067,0.002211388,0.05973562,0.0003655362,0.006499679],"study_design_scores_gemma":[0.00001778484,0.00001063766,0.00004091577,0.000001583706,0.000002546292,0.000003930288,0.000003855137,0.9921352,0.001071246,0.006346613,0.0003628892,0.000002858023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5006825,0.0003148204,0.4774538,0.0006164918,0.000105657,0.0001332195,0.0002519004,0.00115585,0.01928587],"genre_scores_gemma":[0.9276841,0.00009485645,0.06966321,0.00004587317,0.00001076323,0.0001695105,0.0001237275,0.00004756137,0.002160439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003729234,"threshold_uncertainty_score":0.01214558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121981260","doi":"10.1090/conm/305/05215","title":"Quantum amplitude amplification and estimation","year":2002,"lang":"en","type":"other","venue":"Contemporary mathematics - American Mathematical Society","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1436,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Université de Montréal","funders":"","keywords":"Superposition principle; Mathematics; Combinatorics; Inverse; Function (biology); Generalization; Quantum algorithm; Value (mathematics); Boolean function; Quadratic equation; Quantum; Discrete mathematics; Algorithm; Physics; Quantum mechanics; Mathematical analysis; Statistics; Geometry","authors":[{"name":"Gilles Brassard","is_ca":true},{"name":"Peter Høyer","is_ca":false},{"name":"Michele Mosca","is_ca":true},{"name":"Alain Tapp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509518059402843,"gpt":0.2628989889565328,"spread":0.2378038083625044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613726,0.0009104312,0.001004717,0.001078696,0.0009828883,0.002455774,0.001939741,0.002148522,0.007752855],"category_scores_gemma":[0.02068417,0.0006738507,0.0008681344,0.001049155,0.004710531,0.006302456,0.003822618,0.003080521,0.001409529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253174,"about_ca_system_score_gemma":0.001150707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690131,"about_ca_topic_score_gemma":0.0008770791,"domain_scores_codex":[0.9967316,0.001149473,0.0001154536,0.0006176255,0.0009152652,0.00047047],"domain_scores_gemma":[0.9895977,0.007417057,0.0006165733,0.001478313,0.0006672249,0.000223082],"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":[0.000150166,0.00004103644,0.0007800358,0.0001114301,0.00002770527,0.0001057092,0.0002509947,0.04819897,0.003663043,0.9179906,0.001947418,0.02673299],"study_design_scores_gemma":[0.0000259005,0.00004942355,0.0003575141,0.00004410825,0.00001629609,0.0001141921,0.00004296134,0.3276869,0.002891864,0.6654657,0.003257171,0.00004786947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06972251,0.00285904,0.8511859,0.004082823,0.0004568462,0.0001639078,0.0002677763,0.00076691,0.07049425],"genre_scores_gemma":[0.9041221,0.001116963,0.07713772,0.000662147,0.0004104349,0.0001953766,0.0001506222,0.0001723002,0.01603249],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007752855,"threshold_uncertainty_score":0.02593595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984021697","doi":"10.1103/revmodphys.87.307","title":"Quantum error correction for quantum memories","year":2015,"lang":"en","type":"article","venue":"Reviews of Modern Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1360,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Government of Canada","keywords":"Quantum error correction; Quantum convolutional code; Quantum computer; Quantum information; Quantum network; Quantum capacity; Physics; Quantum algorithm; Quantum technology; Error detection and correction; Qubit; Computer science; Quantum; Quantum mechanics; Computer engineering; Theoretical computer science; Open quantum system; Algorithm","authors":[{"name":"Barbara M. Terhal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06872378524531718,"gpt":0.3073383557645855,"spread":0.2386145705192683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006835587,0.0004591529,0.0007670869,0.0005830117,0.0005699855,0.001213179,0.001020717,0.001788247,0.007707614],"category_scores_gemma":[0.001777978,0.0002374527,0.0003687977,0.0007239177,0.001934987,0.002707816,0.000962295,0.001945791,0.001511686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890645,"about_ca_system_score_gemma":0.0006713293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370835,"about_ca_topic_score_gemma":0.000485609,"domain_scores_codex":[0.9995894,0.0001218031,0.00002507096,0.00006539912,0.0001551339,0.00004329362],"domain_scores_gemma":[0.999509,0.0002797957,0.0000342677,0.00007638989,0.00008589516,0.00001464701],"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":[0.0000274813,0.00002042652,0.00006252422,0.001228235,0.00002264825,0.0001082564,0.0001125276,0.002376464,0.004354608,0.8965328,0.01021568,0.08493835],"study_design_scores_gemma":[0.00001676057,0.0001121183,0.000153036,0.0006122129,0.00003046532,0.0005479438,0.00006405217,0.009863295,0.006740274,0.6220418,0.3597748,0.00004326363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01170777,0.676391,0.1838274,0.01003786,0.007097113,0.0001519687,0.0001836301,0.0004622088,0.1101411],"genre_scores_gemma":[0.4015789,0.4459992,0.07889009,0.00446298,0.006379416,0.000387752,0.0002451563,0.0001782096,0.06187832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007707614,"threshold_uncertainty_score":0.02578455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037687232","doi":"10.1103/physrevlett.87.167902","title":"Quantum Fingerprinting","year":2001,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Quantum entanglement; String (physics); Fingerprint (computing); Quantum; Computer science; Scheme (mathematics); Exponential growth; Quantum cryptography; Uncorrelated; Exponential function; Algorithm; Statistical physics; Theoretical computer science; Quantum information; Mathematics; Physics; Quantum mechanics; Artificial intelligence; Statistics","authors":[{"name":"Harry Buhrman","is_ca":false},{"name":"Richard Cleve","is_ca":true},{"name":"John Watrous","is_ca":true},{"name":"Ronald de Wolf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01456951865296504,"gpt":0.2736348658795075,"spread":0.2590653472265425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506854,0.0005056797,0.0009224099,0.0009728076,0.001370031,0.002689364,0.001793917,0.0021388,0.01050988],"category_scores_gemma":[0.008017434,0.0004325199,0.0005733338,0.001052575,0.003993691,0.007678922,0.003980186,0.002426142,0.001866264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410373,"about_ca_system_score_gemma":0.0008806008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003738076,"about_ca_topic_score_gemma":0.0002174567,"domain_scores_codex":[0.9977427,0.0004203306,0.00009758164,0.0006093336,0.0007939308,0.0003362574],"domain_scores_gemma":[0.996097,0.00171413,0.0002401868,0.001358502,0.000395506,0.0001945886],"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":[0.0001217515,0.00003471891,0.0002227524,0.0001226375,0.0000157102,0.00005814923,0.00007873145,0.00506455,0.006598818,0.9452155,0.002337525,0.0401292],"study_design_scores_gemma":[0.00003406633,0.00009738424,0.0002924556,0.00005327988,0.00002121774,0.0002783194,0.00006021439,0.05936978,0.0203487,0.8986752,0.02072407,0.0000453348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05925144,0.003358077,0.8498056,0.002903561,0.0008703435,0.000165772,0.0003672852,0.0009570217,0.08232089],"genre_scores_gemma":[0.8356978,0.002112313,0.1384456,0.0009670581,0.0004645969,0.0002308274,0.000318673,0.0001916088,0.02157143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050988,"threshold_uncertainty_score":0.03515905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041497060","doi":"10.1038/nature08121","title":"Demonstration of two-qubit algorithms with a superconducting quantum processor","year":2009,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Waterloo","funders":"","keywords":"Quantum computer; Qubit; Computer science; Quantum logic; Quantum entanglement; Quantum error correction; One-way quantum computer; Quantum mechanics; Physics; Quantum; Topology (electrical circuits); Parallel computing; Electrical engineering; Engineering","authors":[{"name":"L. DiCarlo","is_ca":false},{"name":"Jerry M. Chow","is_ca":false},{"name":"Jay Gambetta","is_ca":true},{"name":"Lev S. Bishop","is_ca":false},{"name":"Blake Johnson","is_ca":false},{"name":"David Schuster","is_ca":false},{"name":"Johannes Majer","is_ca":false},{"name":"Alexandre Blais","is_ca":true},{"name":"Luigi Frunzio","is_ca":false},{"name":"S. M. Girvin","is_ca":false},{"name":"Robert Schoelkopf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009038724894579348,"gpt":0.2586314853712655,"spread":0.2495927604766861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005064493,0.0002907166,0.0003484808,0.0002633079,0.0006317869,0.0009573464,0.0008817486,0.0009616054,0.005193508],"category_scores_gemma":[0.001450627,0.0002067504,0.0002126295,0.0002838268,0.0006793063,0.001022991,0.0007157878,0.001085979,0.0006386951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345729,"about_ca_system_score_gemma":0.0008734905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006320556,"about_ca_topic_score_gemma":0.0006578405,"domain_scores_codex":[0.999686,0.0000778104,0.00001563967,0.00003803255,0.0001377949,0.00004482249],"domain_scores_gemma":[0.9993615,0.0002677594,0.00003020348,0.0001069142,0.0001240741,0.0001096297],"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":[0.001149686,0.0007105559,0.002090861,0.0003028434,0.0000862684,0.001079663,0.0005865663,0.01690556,0.5381017,0.3840441,0.009870993,0.04507114],"study_design_scores_gemma":[0.0005667856,0.001311176,0.002193491,0.000045883,0.00005501819,0.0006580718,0.0002078518,0.4377624,0.4507522,0.08056614,0.02579533,0.00008557615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454783,0.0002847996,0.1952168,0.004143335,0.0009841931,0.0002703458,0.0003287542,0.002230914,0.05106254],"genre_scores_gemma":[0.9343583,0.00007907479,0.05974076,0.0001429853,0.00003152883,0.00006395896,0.00006472751,0.00007102171,0.005447704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005193508,"threshold_uncertainty_score":0.01737398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903221501","doi":"10.1103/physreva.99.032331","title":"Evaluating analytic gradients on quantum hardware","year":2019,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1053,"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 computer; Computer science; Quantum circuit; Quantum; Computation; Qubit; Electronic circuit; Quantum algorithm; Quantum gate; Function (biology); Algorithm; Quantum error correction; Theoretical computer science; Computer engineering; Topology (electrical circuits); Mathematics; Quantum mechanics; Physics","authors":[{"name":"Maria Schuld","is_ca":true},{"name":"Ville Bergholm","is_ca":true},{"name":"Christian Gogolin","is_ca":true},{"name":"Josh Izaac","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078331554923919,"gpt":0.3930966151073045,"spread":0.3623132995580653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684795,0.0008736877,0.0007777465,0.0006865037,0.0004764003,0.001530987,0.001126637,0.00117685,0.004736767],"category_scores_gemma":[0.01178502,0.0006250883,0.0004238997,0.0005048481,0.002646052,0.003720972,0.001522873,0.001652391,0.0005373319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701765,"about_ca_system_score_gemma":0.001133563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109501,"about_ca_topic_score_gemma":0.001748397,"domain_scores_codex":[0.9991388,0.0003049356,0.00003824226,0.0001511075,0.0002722493,0.00009458049],"domain_scores_gemma":[0.9976084,0.001693475,0.0001437658,0.0002546714,0.000222772,0.0000769511],"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":[0.0001004576,0.00003974645,0.0006965272,0.0001436713,0.00004293298,0.00009300935,0.00009251978,0.5387685,0.005665779,0.4232243,0.001230272,0.02990227],"study_design_scores_gemma":[0.00001007753,0.00003176366,0.0001461177,0.00001639226,0.000005380502,0.00001958435,0.00001361048,0.8544621,0.001641599,0.1429599,0.0006818078,0.00001162678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05713637,0.0005236611,0.9337332,0.0006774104,0.00008776538,0.00005350791,0.00008262411,0.0005515226,0.007153952],"genre_scores_gemma":[0.804525,0.0006602286,0.1888305,0.0002031654,0.00007224973,0.0001145855,0.0001374885,0.0002802635,0.005176521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004736767,"threshold_uncertainty_score":0.01584613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321610982","doi":"10.1038/s41586-022-05434-1","title":"Suppressing quantum errors by scaling a surface code logical qubit","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1050,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, Santa Barbara; Canadian Institute for Advanced Research; Ames Research Center; National Aeronautics and Space Administration","keywords":"Qubit; Computer science; Error detection and correction; Quantum computer; Algorithm; Quantum error correction; Word error rate; Code (set theory); Flux qubit; Quantum; Theoretical computer science; Topology (electrical circuits); Set (abstract data type); Physics; Mathematics; Quantum mechanics; Artificial intelligence","authors":[{"name":"Rajeev Acharya","is_ca":false},{"name":"I. L. Aleǐner","is_ca":false},{"name":"R. M. Allen","is_ca":false},{"name":"Trond I. Andersen","is_ca":false},{"name":"M. Ansmann","is_ca":false},{"name":"Frank Arute","is_ca":false},{"name":"Kunal Arya","is_ca":false},{"name":"Abraham Asfaw","is_ca":false},{"name":"Juan Atalaya","is_ca":false},{"name":"Ryan Babbush","is_ca":false},{"name":"Dave Bacon","is_ca":false},{"name":"Joseph C. Bardin","is_ca":false},{"name":"Joao Basso","is_ca":false},{"name":"Andreas Bengtsson","is_ca":false},{"name":"Sergio Boixo","is_ca":false},{"name":"Gina Bortoli","is_ca":false},{"name":"Alexandre Bourassa","is_ca":false},{"name":"Jenna Bovaird","is_ca":false},{"name":"Leon Brill","is_ca":false},{"name":"Michael Broughton","is_ca":false},{"name":"Bob B. Buckley","is_ca":false},{"name":"David A. Buell","is_ca":false},{"name":"Tim Burger","is_ca":false},{"name":"Brian Burkett","is_ca":false},{"name":"Nicholas Bushnell","is_ca":false},{"name":"Yu Chen","is_ca":false},{"name":"Zijun Chen","is_ca":false},{"name":"B. Chiaro","is_ca":false},{"name":"Josh Cogan","is_ca":false},{"name":"Roberto Collins","is_ca":false},{"name":"Paul Conner","is_ca":false},{"name":"William Courtney","is_ca":false},{"name":"Alexander L. Crook","is_ca":false},{"name":"Ben Curtin","is_ca":false},{"name":"Dripto M. Debroy","is_ca":false},{"name":"Alexander Del Toro Barba","is_ca":false},{"name":"Sean Demura","is_ca":false},{"name":"A. Dunsworth","is_ca":false},{"name":"Daniel Eppens","is_ca":false},{"name":"Catherine Erickson","is_ca":false},{"name":"Lara Faoro","is_ca":false},{"name":"Edward Farhi","is_ca":false},{"name":"Reza Fatemi","is_ca":false},{"name":"Leslie Flores Burgos","is_ca":false},{"name":"Ebrahim Forati","is_ca":false},{"name":"Austin G. Fowler","is_ca":false},{"name":"Brooks Foxen","is_ca":false},{"name":"W. Giang","is_ca":false},{"name":"Craig Gidney","is_ca":false},{"name":"Dar Gilboa","is_ca":false},{"name":"Marissa Giustina","is_ca":false},{"name":"Alejandro Grajales Dau","is_ca":false},{"name":"Jonathan A. Gross","is_ca":false},{"name":"Steve Habegger","is_ca":false},{"name":"Michael C. Hamilton","is_ca":false},{"name":"Matthew P. Harrigan","is_ca":false},{"name":"Sean D. Harrington","is_ca":false},{"name":"Oscar Higgott","is_ca":false},{"name":"Jeremy Hilton","is_ca":false},{"name":"M. R. Hoffmann","is_ca":false},{"name":"Sabrina Hong","is_ca":false},{"name":"Trent Huang","is_ca":false},{"name":"Ashley Huff","is_ca":false},{"name":"William J. Huggins","is_ca":false},{"name":"L. B. Ioffe","is_ca":false},{"name":"Sergei V. Isakov","is_ca":false},{"name":"Justin Iveland","is_ca":false},{"name":"E. Jeffrey","is_ca":false},{"name":"Jiang Zhang","is_ca":false},{"name":"Cody Jones","is_ca":false},{"name":"Pavol Juhás","is_ca":false},{"name":"Dvir Kafri","is_ca":false},{"name":"Kostyantyn Kechedzhi","is_ca":false},{"name":"J. Kelly","is_ca":false},{"name":"Tanuj Khattar","is_ca":false},{"name":"Mostafa Khezri","is_ca":false},{"name":"Mária Kieferová","is_ca":false},{"name":"Seon Kim","is_ca":false},{"name":"Alexei Kitaev","is_ca":false},{"name":"Paul V. Klimov","is_ca":false},{"name":"Andrey R. Klots","is_ca":false},{"name":"Alexander N. Korotkov","is_ca":false},{"name":"Fedor Kostritsa","is_ca":false},{"name":"John Mark Kreikebaum","is_ca":false},{"name":"David Landhuis","is_ca":false},{"name":"Pavel Laptev","is_ca":false},{"name":"Kim-Ming Lau","is_ca":false},{"name":"Lily Laws","is_ca":false},{"name":"Joonho Lee","is_ca":false},{"name":"Brian Lester","is_ca":false},{"name":"Alexander T. Lill","is_ca":false},{"name":"Wayne Liu","is_ca":false},{"name":"Aditya Locharla","is_ca":false},{"name":"Erik Lucero","is_ca":false},{"name":"Fionn D. Malone","is_ca":false},{"name":"Jeffrey Marshall","is_ca":false},{"name":"Orion Martin","is_ca":false},{"name":"Jarrod R. McClean","is_ca":false},{"name":"Trevor McCourt","is_ca":false},{"name":"Matt McEwen","is_ca":false},{"name":"A. Megrant","is_ca":false},{"name":"Bernardo Meurer Costa","is_ca":false},{"name":"Xiao Mi","is_ca":false},{"name":"Kevin C. Miao","is_ca":false},{"name":"Masoud Mohseni","is_ca":false},{"name":"Shirin Montazeri","is_ca":false},{"name":"Alexis Morvan","is_ca":false},{"name":"Emily Mount","is_ca":false},{"name":"Wojciech Mruczkiewicz","is_ca":false},{"name":"Ofer Naaman","is_ca":false},{"name":"M. Neeley","is_ca":false},{"name":"Charles Neill","is_ca":false},{"name":"Ani Nersisyan","is_ca":false},{"name":"Hartmut Neven","is_ca":false},{"name":"Michael Newman","is_ca":false},{"name":"Jiun How Ng","is_ca":false},{"name":"A. Nguyen","is_ca":false},{"name":"Murray Nguyen","is_ca":false},{"name":"Murphy Yuezhen Niu","is_ca":false},{"name":"Thomas E. O’Brien","is_ca":false},{"name":"Alex Opremcak","is_ca":false},{"name":"John Platt","is_ca":false},{"name":"Andre Petukhov","is_ca":false},{"name":"R. Potter","is_ca":false},{"name":"Leonid P. Pryadko","is_ca":false},{"name":"Chris Quintana","is_ca":false},{"name":"P. Roushan","is_ca":false},{"name":"Nicholas C. Rubin","is_ca":false},{"name":"Negar Saei","is_ca":false},{"name":"D. Sank","is_ca":false},{"name":"Kannan Sankaragomathi","is_ca":false},{"name":"Kevin J. Satzinger","is_ca":false},{"name":"Henry F. Schurkus","is_ca":false},{"name":"Christopher Schuster","is_ca":false},{"name":"Michael J. Shearn","is_ca":false},{"name":"Aaron Shorter","is_ca":false},{"name":"Vladimir Shvarts","is_ca":false},{"name":"Jindra Skruzny","is_ca":false},{"name":"Vadim Smelyanskiy","is_ca":false},{"name":"W. Clarke Smith","is_ca":false},{"name":"G. Sterling","is_ca":false},{"name":"Doug Strain","is_ca":false},{"name":"Marco Szalay","is_ca":false},{"name":"A. Torres","is_ca":false},{"name":"Guifré Vidal","is_ca":false},{"name":"Benjamin Villalonga","is_ca":false},{"name":"Catherine Vollgraff Heidweiller","is_ca":false},{"name":"T. White","is_ca":false},{"name":"Cheng Xing","is_ca":false},{"name":"Z. Jamie Yao","is_ca":false},{"name":"P. Yeh","is_ca":false},{"name":"Juhwan Yoo","is_ca":false},{"name":"Grayson Young","is_ca":false},{"name":"Adam Zalcman","is_ca":false},{"name":"Yaxing Zhang","is_ca":false},{"name":"Ningfeng Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01386789748929679,"gpt":0.2749677534111713,"spread":0.2610998559218745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324413,0.0002363171,0.000228839,0.0002689963,0.0002527731,0.00053144,0.0006208278,0.0003333442,0.002801094],"category_scores_gemma":[0.002391543,0.0001123122,0.0001055957,0.0002724386,0.0007030506,0.0005980882,0.0007162549,0.0004782394,0.0004113863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004666131,"about_ca_system_score_gemma":0.0003755046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015966,"about_ca_topic_score_gemma":0.001471707,"domain_scores_codex":[0.9996413,0.00003654369,0.00001536218,0.00004736958,0.0002251442,0.00003426201],"domain_scores_gemma":[0.9985921,0.0004346632,0.0002089671,0.0002482055,0.0004277344,0.00008841963],"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":[0.0002002314,0.0001944435,0.004598944,0.0001755577,0.00004175138,0.0001590864,0.0001727741,0.05634476,0.8868101,0.01727258,0.001708111,0.03232167],"study_design_scores_gemma":[0.00003361067,0.0006739736,0.00231764,0.00001863874,0.00002945936,0.00009550303,0.00007234796,0.4100286,0.5757191,0.004324882,0.006640703,0.00004552952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521323,0.0002088179,0.04125336,0.0003079549,0.0001245912,0.00003310669,0.00009318499,0.000812438,0.005034294],"genre_scores_gemma":[0.9868414,0.00005856853,0.01196543,0.00005220293,0.00001336958,0.00002312747,0.00006201386,0.00006981268,0.0009139598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002801094,"threshold_uncertainty_score":0.009370565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994917526","doi":"10.1103/physrevlett.102.180501","title":"Universal Computation by Quantum Walk","year":2009,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1035,"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":"Adjacency matrix; Quantum walk; Quantum computer; Quantum algorithm; Computation; Quantum; Feynman diagram; Quantum network; Physics; Quantum mechanics; Computer science; Eigenvalues and eigenvectors; Algorithm","authors":[{"name":"Andrew M. Childs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008317511415490664,"gpt":0.2610418541141101,"spread":0.2527243426986195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079934,0.0004269893,0.0008046029,0.0007296177,0.001224909,0.002356246,0.0008171927,0.001461147,0.006391233],"category_scores_gemma":[0.003754497,0.0004103133,0.0009105019,0.0006862358,0.005113654,0.005941249,0.002507591,0.002394419,0.001045859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071649,"about_ca_system_score_gemma":0.0007257035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007336781,"about_ca_topic_score_gemma":0.0005313481,"domain_scores_codex":[0.998817,0.0003921438,0.00005324665,0.0002399888,0.0002762847,0.0002214774],"domain_scores_gemma":[0.9989711,0.0004374275,0.00004877002,0.0003267768,0.0001189247,0.00009693953],"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":[0.00001497575,0.00000857555,0.00002981691,0.00002781888,0.000004316526,0.00001738087,0.00005324175,0.00157892,0.0005633249,0.9939361,0.0007063187,0.003059305],"study_design_scores_gemma":[0.00001330748,0.00001232322,0.00002684358,0.00001416817,0.000003097907,0.00002179863,0.00001107009,0.0114935,0.0006130419,0.9843202,0.003461066,0.000009570168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1183567,0.006504,0.6818209,0.007587141,0.001388582,0.0002904388,0.0003183357,0.001267069,0.1824668],"genre_scores_gemma":[0.9115431,0.002262728,0.0687978,0.001229518,0.0004423888,0.0002753196,0.0001589853,0.00023071,0.01505951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006391233,"threshold_uncertainty_score":0.02138078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945680873","doi":"10.1002/qute.201900070","title":"Expressibility and Entangling Capability of Parameterized Quantum Circuits for Hybrid Quantum‐Classical Algorithms","year":2019,"lang":"en","type":"article","venue":"Advanced Quantum Technologies","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":797,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vector Institute; University of Toronto; Canadian Institute for Advanced Research","funders":"Army Research Office","keywords":"Quantum circuit; Parameterized complexity; Electronic circuit; Qubit; Quantum gate; Circuit design; Measure (data warehouse); Quantum; Quantum algorithm","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01371939195261868,"gpt":0.2563795871454434,"spread":0.2426601951928247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008751753,0.000232366,0.0002586463,0.0004360329,0.0002431051,0.0007217391,0.0005506557,0.0003831796,0.002125879],"category_scores_gemma":[0.004458676,0.0001238286,0.0002369342,0.0003355964,0.0009787066,0.001551029,0.0004612179,0.0004748387,0.00006215746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546487,"about_ca_system_score_gemma":0.0003359006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006979892,"about_ca_topic_score_gemma":0.0007784616,"domain_scores_codex":[0.9997453,0.0001030401,0.00001441905,0.00004186032,0.00006297104,0.00003249568],"domain_scores_gemma":[0.9967564,0.002170362,0.0003302539,0.0005115517,0.0001534541,0.00007812161],"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":[0.0003123144,0.0001233908,0.002461457,0.00008538812,0.00003627009,0.00005775489,0.00009921465,0.8082281,0.03262566,0.1333594,0.0002361122,0.02237482],"study_design_scores_gemma":[0.000007719007,0.00006902959,0.0004050951,0.000003562545,0.000004752297,0.00001395332,0.00001307998,0.9806089,0.006959953,0.01177689,0.0001280595,0.000009093305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85329,0.00008957567,0.1442086,0.00008275347,0.000005934483,0.00003351696,0.00009843322,0.0001714406,0.002019872],"genre_scores_gemma":[0.9882991,0.00002228767,0.01141691,0.000006533936,0.000001732454,0.00001956105,0.00003926273,0.00001454181,0.0001800132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002125879,"threshold_uncertainty_score":0.007111788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097174474","doi":"10.1103/physrevlett.114.090502","title":"Simulating Hamiltonian Dynamics with a Truncated Taylor Series","year":2015,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":771,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Canadian Institute for Advanced Research","funders":"Air Force Office of Scientific Research; Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Army Research Office; Industry Canada","keywords":"Hamiltonian (control theory); Taylor series; Unitary state; Series (stratigraphy); Computer science; Operator (biology); Applied mathematics; Algorithm; Quantum; Inverse; Statistical physics; Mathematical optimization; Physics; Mathematics; Mathematical analysis; Quantum mechanics","authors":[{"name":"Dominic W. Berry","is_ca":false},{"name":"Andrew M. Childs","is_ca":true},{"name":"Richard Cleve","is_ca":true},{"name":"Robin Kothari","is_ca":true},{"name":"Rolando D. Somma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01451993915736964,"gpt":0.2597073348388327,"spread":0.2451873956814631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016403,0.0002992118,0.0004735164,0.0003007815,0.0003731576,0.0005115553,0.0009658507,0.0006234111,0.003396094],"category_scores_gemma":[0.002053326,0.0002431121,0.0004343654,0.0002852698,0.000819216,0.00141609,0.0006321131,0.0008941619,0.0005673798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162007,"about_ca_system_score_gemma":0.0005719016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105602,"about_ca_topic_score_gemma":0.001147965,"domain_scores_codex":[0.9997115,0.00007942379,0.00001299581,0.0000289695,0.0001383571,0.00002878372],"domain_scores_gemma":[0.9993867,0.0003136944,0.00004159599,0.0001404632,0.00008434254,0.00003323119],"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":[0.0001390379,0.0001078563,0.0004567861,0.00006914503,0.00003131029,0.000212992,0.0001716472,0.7110187,0.03971403,0.2168788,0.001390254,0.02980945],"study_design_scores_gemma":[0.000008361699,0.00001369655,0.00001802514,0.000002167198,0.000001939086,0.00001516237,0.000004206544,0.9851698,0.003049689,0.01125912,0.0004531832,0.000004517622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06495023,0.00006434354,0.9278027,0.0001769748,0.00007434172,0.00004916913,0.00004111429,0.0006459011,0.006195324],"genre_scores_gemma":[0.6046246,0.0001896826,0.3891182,0.0001345172,0.00004682552,0.0001341584,0.00008853643,0.0002901334,0.005373251],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003396094,"threshold_uncertainty_score":0.01136106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532834996","doi":"10.1103/physrevlett.106.180504","title":"Scalable and Robust Randomized Benchmarking of Quantum Processes","year":2011,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":752,"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":"Benchmarking; Computer science; Fidelity; Observable; Protocol (science); Scalability; Simple (philosophy); Set (abstract data type); Quantum; Quantum gate; Algorithm; Function (biology); Statistical physics; Theoretical computer science; Quantum computer; Physics; Quantum mechanics","authors":[{"name":"Easwar Magesan","is_ca":true},{"name":"Jay Gambetta","is_ca":true},{"name":"Joseph Emerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02061735995245464,"gpt":0.244881616726865,"spread":0.2242642567744104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005769257,0.0008734979,0.001774516,0.0005780039,0.001019044,0.002010822,0.00347171,0.001862473,0.002812711],"category_scores_gemma":[0.02197052,0.0005819549,0.0006234323,0.0008411939,0.002952857,0.004298339,0.004161916,0.002929098,0.0006255753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650104,"about_ca_system_score_gemma":0.002663191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008067737,"about_ca_topic_score_gemma":0.0007141035,"domain_scores_codex":[0.9914883,0.003805104,0.0003398696,0.001083674,0.002547953,0.0007350375],"domain_scores_gemma":[0.9890208,0.0053741,0.0009777215,0.00345621,0.0008836044,0.0002875965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004235689,0.0001853221,0.0006575609,0.000143169,0.00008895347,0.000214231,0.0001206998,0.4934726,0.02773631,0.4388411,0.002089275,0.03602707],"study_design_scores_gemma":[0.0000376692,0.00007568246,0.00008968045,0.0000115368,0.000006308072,0.00002778613,0.00001016477,0.924006,0.008091779,0.06701855,0.0005989611,0.00002581427],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04913924,0.0001640787,0.9443011,0.0005684122,0.00008032909,0.0001704373,0.0001116762,0.001563895,0.003900881],"genre_scores_gemma":[0.8404986,0.0001208581,0.1563974,0.0002200299,0.00007491534,0.0004487275,0.0001840896,0.0002590814,0.001796157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005769257,"threshold_uncertainty_score":0.03051108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064906820","doi":"10.1007/s00220-006-0150-x","title":"Efficient Quantum Algorithms for Simulating Sparse Hamiltonians","year":2006,"lang":"en","type":"article","venue":"Communications in Mathematical Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":689,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Sublinear function; Scaling; Bounded function; Hamiltonian (control theory); Quantum computer; Quantum algorithm; Quantum; Integer (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04549101561219962,"gpt":0.3138557577566935,"spread":0.2683647421444939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027923,0.0005774684,0.001073901,0.0006395683,0.0009878475,0.001146677,0.001914994,0.001678512,0.005241718],"category_scores_gemma":[0.007278417,0.0005354601,0.0006044754,0.0009019687,0.001469181,0.002641101,0.001754679,0.001554198,0.0004402825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148287,"about_ca_system_score_gemma":0.001271435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947643,"about_ca_topic_score_gemma":0.006145607,"domain_scores_codex":[0.9992728,0.0002700868,0.00003657361,0.00008286702,0.0002350405,0.0001027005],"domain_scores_gemma":[0.9967335,0.002256211,0.0001338118,0.0005428448,0.0002245567,0.0001090882],"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":[0.0002504777,0.0001679045,0.0007124295,0.0001007926,0.00004751997,0.00006645809,0.0001814931,0.7600554,0.002893094,0.200125,0.00207699,0.03332247],"study_design_scores_gemma":[0.00003441287,0.00001158349,0.00003075402,0.000002380124,0.000003444726,0.000005879335,0.00001359484,0.9422885,0.0005673731,0.05678752,0.0002505936,0.000004025419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2067829,0.0002432796,0.7751482,0.001081533,0.0001492124,0.0001965934,0.0002568433,0.001646691,0.01449476],"genre_scores_gemma":[0.7963654,0.0001412452,0.1998546,0.0001390981,0.00005200008,0.0002062669,0.0002378151,0.0001851958,0.002818336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005241718,"threshold_uncertainty_score":0.01753533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122780600","doi":"10.1145/502090.502097","title":"Quantum lower bounds by polynomials","year":2001,"lang":"en","type":"article","venue":"Journal of the ACM","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":659,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Boolean function; Quantum algorithm; Mathematics; Bounded function; Discrete mathematics; Quantum; Polynomial; Quantum complexity theory; Extension (predicate logic); Function (biology); Combinatorics; Computer science; Quantum mechanics","authors":[{"name":"Robert Beals","is_ca":false},{"name":"Harry Buhrman","is_ca":false},{"name":"Richard Cleve","is_ca":true},{"name":"Michele Mosca","is_ca":true},{"name":"Ronald de Wolf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042503458019538,"gpt":0.2404386584872687,"spread":0.2300136239070733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006232584,0.001857317,0.002334885,0.002694826,0.003415331,0.006590974,0.003120182,0.002903652,0.01692995],"category_scores_gemma":[0.03705572,0.001059604,0.003168443,0.003168053,0.007065006,0.01766459,0.006174786,0.009852874,0.003048357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327237,"about_ca_system_score_gemma":0.003209651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401101,"about_ca_topic_score_gemma":0.002789272,"domain_scores_codex":[0.991247,0.001865049,0.0002585332,0.001642501,0.002780796,0.002206173],"domain_scores_gemma":[0.9585397,0.03158835,0.001293303,0.005479728,0.002153786,0.0009451932],"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":[0.0001517232,0.00006909026,0.0003136073,0.0001519656,0.00003017979,0.00005497189,0.0001434189,0.01957009,0.0009871871,0.9623296,0.005445418,0.01075282],"study_design_scores_gemma":[0.00003546177,0.00003459019,0.0001520937,0.0000429433,0.00002472625,0.00004432916,0.00002946362,0.08612014,0.0008685666,0.9080648,0.004560357,0.00002245944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08125713,0.009339121,0.7545679,0.01972074,0.001162331,0.00022287,0.001113186,0.001544762,0.131072],"genre_scores_gemma":[0.853158,0.006330944,0.1085043,0.003426362,0.002479444,0.0006780546,0.0008033321,0.001205624,0.02341389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01692995,"threshold_uncertainty_score":0.05663633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296126438","doi":"10.1038/s43588-022-00311-3","title":"Challenges and opportunities in quantum machine learning","year":2022,"lang":"en","type":"review","venue":"Nature Computational Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":652,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; Office of Science; Verily Life Sciences; Advanced Scientific Computing Research; Laboratory Directed Research and Development; U.S. Department of Energy","keywords":"Quantum machine learning; Quantum; Intersection (aeronautics); Computer science; Focus (optics); Artificial intelligence; Quantum computer; Physics; Quantum mechanics; Engineering; Aerospace engineering","authors":[{"name":"M. Cerezo","is_ca":false},{"name":"Guillaume Verdon","is_ca":true},{"name":"Hsin-Yuan Huang","is_ca":false},{"name":"Łukasz Cincio","is_ca":false},{"name":"Patrick J. Coles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08765781566270549,"gpt":0.3352398295275563,"spread":0.2475820138648508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975077,0.0006004978,0.001118302,0.001830337,0.000501697,0.001582795,0.001026844,0.001774646,0.003393055],"category_scores_gemma":[0.003468753,0.0003155076,0.0003468422,0.002437762,0.001839956,0.00424196,0.001202808,0.003247008,0.001133866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490183,"about_ca_system_score_gemma":0.00260832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676588,"about_ca_topic_score_gemma":0.003226375,"domain_scores_codex":[0.9995401,0.0001535364,0.00003656958,0.00005523353,0.0001682716,0.00004635578],"domain_scores_gemma":[0.997936,0.001491992,0.00009015942,0.0000519066,0.0003387829,0.0000911309],"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":[0.00006900494,0.00005529174,0.0002387916,0.01071341,0.00006449308,0.000114993,0.0001286877,0.001488145,0.0006535205,0.1417258,0.06037613,0.7843717],"study_design_scores_gemma":[0.000009690067,0.00003668338,0.0002262584,0.00363253,0.0000341406,0.0002400968,0.00007412304,0.0005201962,0.0002253865,0.05253502,0.9424475,0.00001829546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008775368,0.9944925,0.0006742748,0.002941777,0.0004566309,0.000002133355,0.0000106694,0.000007203144,0.001327059],"genre_scores_gemma":[0.001491545,0.9951734,0.000515049,0.001207705,0.001051901,0.000007548093,0.0000163258,0.000004232248,0.0005322617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003393055,"threshold_uncertainty_score":0.01135087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761673598","doi":"10.1137/16m1087072","title":"Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision","year":2017,"lang":"en","type":"article","venue":"SIAM Journal on Computing","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":633,"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; Air Force Office of Scientific Research; Canadian Institute for Advanced Research; Intelligence Advanced Research Projects Activity; National Science Foundation","keywords":"Quantum algorithm; Quantum phase estimation algorithm; Mathematics; Quantum algorithm for linear systems of equations; Algorithm; State (computer science); Operator (biology); Quantum; Series (stratigraphy); Polynomial; Matrix (chemical analysis); Chebyshev filter; State vector; Quantum Fourier transform; Mathematical analysis; Quantum mechanics; Quantum error correction; Physics; Quantum process; Quantum dynamics","authors":[{"name":"Andrew M. Childs","is_ca":false},{"name":"Robin Kothari","is_ca":false},{"name":"Rolando D. Somma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02425147854645196,"gpt":0.2855787927311494,"spread":0.2613273141846975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00229976,0.0008910546,0.001038502,0.000714667,0.001257717,0.001643568,0.00186307,0.001376987,0.008865991],"category_scores_gemma":[0.01034827,0.0006362743,0.0009983134,0.001022385,0.001716172,0.003895241,0.00382122,0.003790415,0.002123765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706336,"about_ca_system_score_gemma":0.002478143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638388,"about_ca_topic_score_gemma":0.005626935,"domain_scores_codex":[0.9978562,0.0005824885,0.0001622737,0.0002773065,0.0008339479,0.0002877951],"domain_scores_gemma":[0.9957781,0.002543739,0.0002085152,0.0008212889,0.0005388895,0.0001093631],"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":[0.0004253042,0.0001667747,0.0007267463,0.0002346589,0.000100829,0.0001405035,0.0005418847,0.1403512,0.009205927,0.6715792,0.009747969,0.1667789],"study_design_scores_gemma":[0.0001317059,0.00004939824,0.0001130191,0.00002133723,0.00001836706,0.00003835639,0.00002857776,0.7810301,0.004172349,0.210408,0.003959351,0.00002931142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01317471,0.000240321,0.9784163,0.0007732678,0.0001048923,0.0001255414,0.00007466581,0.00098608,0.006104161],"genre_scores_gemma":[0.2134531,0.0002576047,0.77722,0.000394838,0.0001419636,0.0004099977,0.0002292246,0.0002998066,0.007593431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008865991,"threshold_uncertainty_score":0.02965969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119388976","doi":"10.1088/1367-2630/9/6/199","title":"Topological fault-tolerance in cluster state quantum computation","year":2007,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":629,"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":"Physics; Cluster state; Quantum computer; Topology (electrical circuits); Overhead (engineering); Logarithm; Computation; Quantum circuit; Cluster (spacecraft); Electronic circuit; Fault tolerance; Equivalence (formal languages); Boundary (topology); Quantum; Quantum error correction; Algorithm; Quantum mechanics; Computer science; Discrete mathematics; Distributed computing; Mathematics; Combinatorics; Mathematical analysis","authors":[{"name":"Robert Raussendorf","is_ca":true},{"name":"James A. Harrington","is_ca":true},{"name":"Kumar Goyal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01561517579588337,"gpt":0.2761413577396484,"spread":0.260526181943765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802364,0.0001810179,0.00043724,0.0003550187,0.0008451649,0.0008373927,0.001006011,0.0006084875,0.001791082],"category_scores_gemma":[0.001229262,0.0001114797,0.0002693142,0.0005174071,0.00158002,0.001480436,0.00120084,0.0005709741,0.0002865878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007794024,"about_ca_system_score_gemma":0.0004961672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007455968,"about_ca_topic_score_gemma":0.0004858006,"domain_scores_codex":[0.9997213,0.00007453781,0.00001274531,0.00003466078,0.00009711082,0.00005958374],"domain_scores_gemma":[0.9995129,0.0001278899,0.00003966258,0.0002011418,0.00008039265,0.00003796096],"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":[0.000141414,0.00003203034,0.0002748211,0.0000699036,0.00001126361,0.0001099671,0.0001766356,0.1682393,0.01330705,0.8032877,0.0009602763,0.01338981],"study_design_scores_gemma":[0.00004316477,0.0001341982,0.0001867778,0.00001150834,0.00001031772,0.00009358225,0.00008139729,0.600886,0.01887073,0.3759795,0.003665894,0.00003697705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6397727,0.0003873263,0.338404,0.0006570151,0.0001800784,0.00005594486,0.00009226485,0.001134779,0.01931594],"genre_scores_gemma":[0.979589,0.00006221476,0.0192456,0.00003287658,0.00001420184,0.00003021301,0.00003023082,0.00003857903,0.000956971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791082,"threshold_uncertainty_score":0.005991817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145928944","doi":"10.1038/nature13460","title":"Contextuality supplies the ‘magic’ for quantum computation","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":626,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Kochen–Specker theorem; Quantum computer; Computer science; Quantum; Quantum algorithm; Quantum network; Theoretical physics; Theoretical computer science; MAGIC (telescope); Quantum information; Open quantum system; Quantum mechanics; Physics","authors":[{"name":"Mark Howard","is_ca":true},{"name":"Joel J. Wallman","is_ca":true},{"name":"Victor Veitch","is_ca":true},{"name":"Joseph Emerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009466171760587392,"gpt":0.2697859807060201,"spread":0.2603198089454327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002426962,0.0006096311,0.001485904,0.001131615,0.003452726,0.005972163,0.001623337,0.003019999,0.0156391],"category_scores_gemma":[0.01295597,0.001142835,0.0009310228,0.0009429618,0.01410792,0.01810845,0.005496555,0.005319631,0.002658016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349971,"about_ca_system_score_gemma":0.001907081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323977,"about_ca_topic_score_gemma":0.001427481,"domain_scores_codex":[0.997773,0.0007425117,0.0001296615,0.0005282841,0.0005079194,0.0003186333],"domain_scores_gemma":[0.993835,0.002145353,0.0002346654,0.002687771,0.0007300313,0.0003671598],"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":[0.00002670848,0.000006839473,0.00006696617,0.00003366568,0.000005519801,0.00001688806,0.000109115,0.0003191358,0.0005075702,0.9948099,0.0009006181,0.003197125],"study_design_scores_gemma":[0.000009981706,0.000007626079,0.00003443805,0.00001316597,0.000005430708,0.00001994521,0.00003012484,0.001309787,0.000425429,0.9940447,0.004089102,0.00001037456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09194304,0.003310469,0.6356186,0.02877093,0.002117316,0.0001474211,0.0009067117,0.001988339,0.2351972],"genre_scores_gemma":[0.9180478,0.0009765295,0.06554773,0.00218804,0.001135995,0.0001399885,0.0002614728,0.0005425334,0.01115984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0156391,"threshold_uncertainty_score":0.05231798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775106578","doi":"10.1073/pnas.1801723115","title":"Toward the first quantum simulation with quantum speedup","year":2018,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":574,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Army Research Office; U.S. Army; Canadian Institute for Advanced Research; National Science Foundation","keywords":"Quantum computer; Computer science; Speedup; Quantum; Factoring; Quantum algorithm; Exploit; Quantum simulator; Computation; Quantum circuit; Computer engineering; Theoretical computer science; Algorithm; Quantum error correction; Parallel computing; Quantum mechanics; Physics","authors":[{"name":"Andrew M. Childs","is_ca":false},{"name":"Dmitri Maslov","is_ca":false},{"name":"Yunseong Nam","is_ca":false},{"name":"Neil J. Ross","is_ca":true},{"name":"Yuan Su","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04150195279190004,"gpt":0.2924929325259004,"spread":0.2509909797340003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576626,0.0005055871,0.0007319821,0.0005009768,0.0008892925,0.001838833,0.001238792,0.001543649,0.007364211],"category_scores_gemma":[0.008115795,0.0006443764,0.0005928241,0.0005016187,0.002548111,0.003093021,0.001873117,0.003203277,0.001323561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775223,"about_ca_system_score_gemma":0.002286282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520174,"about_ca_topic_score_gemma":0.002787448,"domain_scores_codex":[0.999159,0.0002801702,0.0000328307,0.00009058175,0.0003282611,0.0001091441],"domain_scores_gemma":[0.9980195,0.001016871,0.00007729723,0.0004669896,0.0002925497,0.0001268477],"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":[0.0001121859,0.00009293606,0.0004867036,0.0001633853,0.00002751427,0.00003865703,0.00014335,0.124716,0.005334024,0.8327622,0.00365552,0.03246753],"study_design_scores_gemma":[0.00005926385,0.00006515829,0.0001507151,0.00006583682,0.00001596616,0.00002706017,0.00003782303,0.5621107,0.005552022,0.4143041,0.01759029,0.0000209931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06495947,0.001818483,0.8783028,0.006928582,0.0004923243,0.0001588636,0.0001240007,0.001750246,0.04546526],"genre_scores_gemma":[0.547793,0.001308657,0.4423753,0.0008621761,0.0001698741,0.0002122497,0.0001177717,0.0005995791,0.006561417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007364211,"threshold_uncertainty_score":0.02463573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2798945316","doi":"10.1103/physrevlett.121.040502","title":"Quantum Generative Adversarial Learning","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":573,"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":"Discriminator; Generator (circuit theory); Computer science; Quantum; Generative grammar; Theoretical computer science; Probabilistic logic; Adversarial system; Set (abstract data type); Point (geometry); Artificial intelligence; Algorithm; Statistical physics; Mathematics; Quantum mechanics; Physics","authors":[{"name":"Seth Lloyd","is_ca":false},{"name":"Christian Weedbrook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135042631981522,"gpt":0.2778689491469868,"spread":0.2643646859488347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941439,0.0007849789,0.0008355161,0.0005379,0.000655537,0.001402136,0.001376845,0.001354642,0.004484063],"category_scores_gemma":[0.00838985,0.0004046928,0.0006203153,0.0005651141,0.002948908,0.002062727,0.002452074,0.002525291,0.0004932031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538749,"about_ca_system_score_gemma":0.001110426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633604,"about_ca_topic_score_gemma":0.001452161,"domain_scores_codex":[0.998777,0.0005420435,0.00003820115,0.0002079171,0.0002733001,0.0001616273],"domain_scores_gemma":[0.9955273,0.003277595,0.0002537829,0.0005442964,0.0002544984,0.0001425662],"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":[0.00006714086,0.00002801374,0.0006004028,0.00005479146,0.00004162265,0.0001110366,0.00007072018,0.3314165,0.001031256,0.6519015,0.002150081,0.01252692],"study_design_scores_gemma":[0.00001052976,0.00001340401,0.00009681491,0.0000134311,0.000006297689,0.00002843469,0.000009981249,0.783798,0.0004319621,0.2142736,0.001305538,0.00001201443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02106745,0.0004091501,0.962223,0.001436073,0.0001192484,0.00006856644,0.0001810979,0.0002123795,0.01428307],"genre_scores_gemma":[0.8890948,0.0007235747,0.09588777,0.0008504724,0.0001823149,0.0002570331,0.0002963383,0.0001023454,0.01260536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004484063,"threshold_uncertainty_score":0.01500064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2268604949","doi":"10.1103/physreva.94.052325","title":"Noise tailoring for scalable quantum computation via randomized compiling","year":2016,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":558,"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; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Scalability; Computation; Computer science; Noise (video); Quantum computer; Randomized controlled trial; Quantum; Algorithm; Physics; Artificial intelligence; Medicine; Quantum mechanics","authors":[{"name":"Joel J. Wallman","is_ca":true},{"name":"Joseph Emerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01657256832069951,"gpt":0.3364970790150388,"spread":0.3199245106943392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919161,0.0005502987,0.0008637284,0.0004594397,0.0007307112,0.00106135,0.001104294,0.0007163655,0.001363941],"category_scores_gemma":[0.009142158,0.000434056,0.0004374245,0.000497695,0.001983986,0.001626303,0.001281816,0.001527702,0.0003390903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068983,"about_ca_system_score_gemma":0.001248315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005133271,"about_ca_topic_score_gemma":0.0008028946,"domain_scores_codex":[0.9985088,0.0005816664,0.00009362629,0.0002739923,0.0004041101,0.0001377628],"domain_scores_gemma":[0.9963726,0.001799099,0.0004109486,0.001129815,0.0002046749,0.00008296082],"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":[0.000422529,0.000213181,0.001860096,0.00027347,0.00005868755,0.0001686978,0.0001590867,0.6259513,0.05387525,0.2310718,0.002095371,0.08385047],"study_design_scores_gemma":[0.00003473363,0.0001070357,0.0001552983,0.00002285697,0.00001758393,0.00003702821,0.00001168515,0.9152439,0.02136505,0.06121674,0.001762988,0.00002508091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1391023,0.000560887,0.8495011,0.0006898959,0.0001614605,0.0001383464,0.00007621387,0.003924479,0.005845209],"genre_scores_gemma":[0.8551838,0.0002366447,0.1429352,0.0001869996,0.00005785336,0.0001860064,0.00007587628,0.0003183281,0.0008193294],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001919161,"threshold_uncertainty_score":0.01014966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133732393","doi":"10.1038/s41586-021-03202-1","title":"Quantum circuits with many photons on a programmable nanophotonic chip","year":2021,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":538,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"","keywords":"Photonics; Photon; Quantum sensor; Quantum computer; Quantum optics; Quantum imaging; Quantum; Quantum technology; Chip","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007070385854394247,"gpt":0.2284477476469319,"spread":0.2213773617925377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003323083,0.0004036264,0.0005811249,0.0004670047,0.0009929016,0.001546299,0.001708221,0.001299985,0.01050455],"category_scores_gemma":[0.001094713,0.0005451204,0.0004716041,0.0005140905,0.001316074,0.00311738,0.001510073,0.001165262,0.001366214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025435,"about_ca_system_score_gemma":0.0005134301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006559576,"about_ca_topic_score_gemma":0.001229198,"domain_scores_codex":[0.9995164,0.00007589992,0.0000228702,0.00009099379,0.000225086,0.00006884206],"domain_scores_gemma":[0.9993205,0.0002829751,0.00003470228,0.0001848505,0.00009702534,0.00008009038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000700146,0.0004256777,0.001683176,0.0002567158,0.0001905787,0.0006322452,0.0003671763,0.04023909,0.2994177,0.5941403,0.009415693,0.05253147],"study_design_scores_gemma":[0.0002179828,0.0007614505,0.001672798,0.0001244616,0.0001623906,0.000484048,0.0002379111,0.4570974,0.1971253,0.2878119,0.05407186,0.0002324347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4847512,0.001379664,0.4140171,0.005038975,0.002013942,0.0002608439,0.000514019,0.003187554,0.0888368],"genre_scores_gemma":[0.8713103,0.0003962015,0.1107084,0.00058982,0.0001930131,0.0001427599,0.0001042975,0.0001844098,0.01637074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050455,"threshold_uncertainty_score":0.03514117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981783889","doi":"10.1103/physrevlett.109.050505","title":"Quantum Algorithm for Data Fitting","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":535,"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":"Defense Advanced Research Projects Agency; National Science Foundation","keywords":"Quantum phase estimation algorithm; Quantum algorithm; Algorithm; Computer science; Quantum; Function (biology); Quantum computer; Quantum algorithm for linear systems of equations; Quantum state; Quantum error correction; Quantum process; Physics; Quantum mechanics; Quantum dynamics","authors":[{"name":"Nathan Wiebe","is_ca":true},{"name":"Daniel Braun","is_ca":false},{"name":"Seth Lloyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03921103619299199,"gpt":0.3208609344253031,"spread":0.2816498982323111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003679621,0.0009999069,0.001240199,0.001709628,0.001349317,0.002206688,0.002526776,0.002496534,0.009363544],"category_scores_gemma":[0.01616921,0.0008420135,0.001239325,0.002407859,0.001832289,0.002923538,0.004438128,0.00390026,0.004386381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260354,"about_ca_system_score_gemma":0.003015279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113856,"about_ca_topic_score_gemma":0.002371833,"domain_scores_codex":[0.9966679,0.001053495,0.0002494786,0.0006081991,0.00120704,0.0002138658],"domain_scores_gemma":[0.9947791,0.002387617,0.0002825054,0.001412329,0.001000145,0.0001383322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003924835,0.000162913,0.0009903654,0.0002854319,0.0001817469,0.0002021218,0.0003235357,0.1809182,0.0149287,0.2368512,0.01341348,0.5513498],"study_design_scores_gemma":[0.00006118945,0.00004528907,0.0001877591,0.00001955846,0.00001935761,0.0001206324,0.00003439856,0.8858229,0.005223469,0.09879553,0.00962685,0.00004303758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004579089,0.00004273559,0.9986637,0.00009145917,0.00002390348,0.00002410006,0.00003336221,0.0003220259,0.0003408352],"genre_scores_gemma":[0.02304832,0.0001098156,0.9746618,0.0001807418,0.00005718576,0.0002521246,0.0002437527,0.0002271535,0.001219056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009363544,"threshold_uncertainty_score":0.03132415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2798967590","doi":"10.1103/physreva.98.012324","title":"Quantum generative adversarial networks","year":2018,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":503,"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":"Generative grammar; Ansatz; Computer science; Quantum; Adversarial system; Discriminator; Theoretical computer science; Artificial intelligence; Domain (mathematical analysis); Quantum machine learning; Quantum computer; Mathematics; Quantum mechanics; Physics","authors":[{"name":"Pierre-Luc Dallaire-Demers","is_ca":true},{"name":"Nathan Killoran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01383444576192066,"gpt":0.3331960477269604,"spread":0.3193616019650397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009682097,0.0005305186,0.0006449997,0.0003542105,0.000515472,0.0009861698,0.001028245,0.001245901,0.00563203],"category_scores_gemma":[0.003612752,0.0003371146,0.0005549116,0.0003536193,0.00208702,0.001554798,0.001531485,0.0021832,0.000744352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108219,"about_ca_system_score_gemma":0.0005959819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106114,"about_ca_topic_score_gemma":0.001057216,"domain_scores_codex":[0.9994467,0.0002476533,0.00001426665,0.00009590542,0.0001364721,0.00005899519],"domain_scores_gemma":[0.9988204,0.0007833869,0.00007641339,0.0001811925,0.00008923718,0.00004941605],"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":[0.0000364349,0.0000200484,0.0002814917,0.00005266151,0.00002913591,0.00006286202,0.00004859652,0.3025054,0.001701187,0.6783614,0.002579691,0.01432103],"study_design_scores_gemma":[0.000008950075,0.00001265209,0.00009926686,0.00001891831,0.000006525584,0.00002972943,0.000009220329,0.7640837,0.0008025956,0.230773,0.004142078,0.00001329159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02322843,0.0009140102,0.9384129,0.002165309,0.0002308256,0.0000695873,0.0002106067,0.0004289171,0.03433938],"genre_scores_gemma":[0.8555532,0.001473794,0.120572,0.001057406,0.0002106912,0.0002307556,0.0003128304,0.0002135068,0.02037585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00563203,"threshold_uncertainty_score":0.01884109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130753923","doi":"10.1109/ismvl.2008.43","title":"RevLib: An Online Resource for Reversible Functions and Reversible Circuits","year":2008,"lang":"en","type":"article","venue":"Proceedings/Proceedings - International Symposium on Multiple-Valued Logic","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":497,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Resource (disambiguation); Electronic circuit; Set (abstract data type); Logic gate; Theoretical computer science; Computer engineering; Distributed computing; Computer architecture; Algorithm; Electrical engineering; Computer network; Engineering; Programming language","authors":[{"name":"Robert Wille","is_ca":false},{"name":"Daniel Gro","is_ca":false},{"name":"Gerhard W. Dueck","is_ca":true},{"name":"Rolf Drechsler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04121908588327169,"gpt":0.2621976276266793,"spread":0.2209785417434076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003238959,0.002650042,0.002936544,0.004763471,0.0008025358,0.004205006,0.008232994,0.002616602,0.1281551],"category_scores_gemma":[0.01494015,0.002078359,0.002374921,0.005189218,0.000955086,0.00909526,0.004406926,0.003057519,0.08398505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342207,"about_ca_system_score_gemma":0.002903355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509709,"about_ca_topic_score_gemma":0.001995747,"domain_scores_codex":[0.9972289,0.000549485,0.0003672928,0.0003506501,0.001194515,0.0003091524],"domain_scores_gemma":[0.9922734,0.003344354,0.0005371867,0.002440992,0.001118817,0.000285356],"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":[0.001145854,0.0002727271,0.0006321032,0.003092486,0.0001091955,0.0005351149,0.0001148002,0.01290138,0.0078673,0.06939674,0.6293535,0.2745789],"study_design_scores_gemma":[0.0006562932,0.0001690364,0.0004883992,0.0005049001,0.00008185508,0.0007414633,0.00004057131,0.04783189,0.03434527,0.08541958,0.8294463,0.0002746561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003137247,0.00309042,0.3736192,0.0006922128,0.0004445292,0.000453815,0.05620716,0.5191721,0.04318319],"genre_scores_gemma":[0.07161728,0.00497727,0.4492694,0.00237722,0.0006940402,0.002697529,0.2055156,0.2112681,0.05158363],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1281551,"threshold_uncertainty_score":0.4287215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999626800","doi":"10.1017/s0960129504004256","title":"Towards a quantum programming language","year":2004,"lang":"en","type":"article","venue":"Mathematical Structures in Computer Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":496,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Programming language; First-generation programming language; Denotational semantics; Semantics (computer science); Operational semantics; Theoretical computer science; Syntax; Programming paradigm; Artificial intelligence","authors":[{"name":"Peter Selinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011974981243016,"gpt":0.2693401354551416,"spread":0.2592203856427114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003339747,0.0007436784,0.0008022808,0.0009591692,0.002116203,0.004304688,0.002406532,0.002049551,0.005187222],"category_scores_gemma":[0.004212601,0.001004735,0.002201791,0.0009673232,0.005951349,0.008494359,0.004062755,0.005639617,0.002370209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427445,"about_ca_system_score_gemma":0.003145586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312713,"about_ca_topic_score_gemma":0.001030656,"domain_scores_codex":[0.9978224,0.0007327247,0.0001749543,0.0003185039,0.0007436161,0.0002077939],"domain_scores_gemma":[0.9980592,0.0006527699,0.0001420438,0.0003238134,0.000611933,0.0002101765],"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":[0.000006730781,0.00001250733,0.00003780348,0.00004499153,0.000004661938,0.00004268175,0.0002832529,0.001178239,0.0009634978,0.9919709,0.00121586,0.004238809],"study_design_scores_gemma":[0.00003365298,0.00003604537,0.00002995305,0.00007083957,0.00001297322,0.0001279563,0.0001480447,0.02853315,0.001996857,0.8833836,0.08559605,0.00003086643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003310608,0.0003272415,0.9798651,0.003700709,0.000354518,0.0001063672,0.00007020304,0.00071681,0.01154841],"genre_scores_gemma":[0.06152386,0.0007363831,0.9261401,0.001779646,0.0003895444,0.0003824171,0.0001367148,0.0003888734,0.008522616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005187222,"threshold_uncertainty_score":0.01766253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134210354","doi":"10.1103/physreva.80.052312","title":"High-threshold universal quantum computation on the surface code","year":2009,"lang":"en","type":"article","venue":"Physical Review A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":492,"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":"Australian Research Council; Army Research Office; Australian Government; National Security Agency","keywords":"Quantum computer; Qubit; Computer science; Quantum error correction; Computation; Formalism (music); Lattice (music); Quantum; Error detection and correction; Code (set theory); Algorithm; Theoretical computer science; Quantum mechanics; Physics","authors":[{"name":"Austin G. Fowler","is_ca":false},{"name":"Ashley M. Stephens","is_ca":false},{"name":"Peter Groszkowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01819343942477886,"gpt":0.2807981523005523,"spread":0.2626047128757734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003090447,0.0002984671,0.0004803973,0.0005298639,0.0004684156,0.001060677,0.0005298776,0.0005375008,0.002035881],"category_scores_gemma":[0.0009174786,0.0001596334,0.0003433041,0.0004546571,0.002075358,0.001611342,0.0008969936,0.0009584104,0.0005162905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006764431,"about_ca_system_score_gemma":0.000429797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005535758,"about_ca_topic_score_gemma":0.0004408615,"domain_scores_codex":[0.9997724,0.00006187808,0.00001101065,0.00003293436,0.00008918749,0.00003268208],"domain_scores_gemma":[0.9997631,0.0001038822,0.00001382054,0.00006065574,0.00004543126,0.00001318559],"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":[0.00001840467,0.000008107133,0.00008465214,0.00008939155,0.000006496663,0.00005462697,0.00009898537,0.01907726,0.006608096,0.9602011,0.0008866178,0.01286628],"study_design_scores_gemma":[0.00001743102,0.00005425419,0.0001799746,0.0000601778,0.00001161037,0.0001239515,0.00002774216,0.2001131,0.0115961,0.7667964,0.02098489,0.00003436317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2294015,0.01365474,0.6247866,0.002403039,0.00049514,0.000120113,0.0001582738,0.001057526,0.1279231],"genre_scores_gemma":[0.9227611,0.004692439,0.06359829,0.0002317768,0.0001915798,0.00008888944,0.00006051988,0.0001233644,0.008252016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002035881,"threshold_uncertainty_score":0.006810725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046716817","doi":"10.3389/fphy.2020.589504","title":"Qudits and High-Dimensional Quantum Computing","year":2020,"lang":"en","type":"article","venue":"Frontiers in Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":481,"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":"Division of Electrical, Communications and Cyber Systems; Natural Sciences and Engineering Research Council of Canada; Government of Alberta; National Science Foundation","keywords":"Quantum computer; Qubit; Computer science; Controlled NOT gate; Quantum gate; Quantum Fourier transform; Quantum circuit; Quantum algorithm; Algorithm; Quantum network; Quantum; Physics; Quantum mechanics","authors":[{"name":"Yuchen Wang","is_ca":false},{"name":"Zixuan Hu","is_ca":false},{"name":"Barry C. Sanders","is_ca":true},{"name":"Sabre Kais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009272681603446829,"gpt":0.2059344022114621,"spread":0.1966617206080152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079432,0.0003081238,0.0005882684,0.00067082,0.0008457933,0.001785595,0.0008342111,0.001212917,0.004742615],"category_scores_gemma":[0.001750923,0.0002727796,0.000358647,0.001080696,0.002765029,0.003102549,0.001448454,0.002191788,0.0007486516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098756,"about_ca_system_score_gemma":0.0006868394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349233,"about_ca_topic_score_gemma":0.0003005505,"domain_scores_codex":[0.9994425,0.0001485765,0.00003818001,0.00009958526,0.0002029132,0.00006825934],"domain_scores_gemma":[0.9994164,0.0003387812,0.00003755371,0.0001101878,0.00007053746,0.00002658235],"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":[0.00001480872,0.000009934051,0.00004118752,0.000191989,0.000005139415,0.00002708841,0.00005471592,0.002056719,0.002951755,0.9754318,0.00112548,0.01808951],"study_design_scores_gemma":[0.00001919114,0.00007378504,0.0001246359,0.0001296851,0.000008866267,0.0001685061,0.00003891396,0.03802923,0.01177755,0.8672673,0.08232103,0.00004129684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03436504,0.06147785,0.7497891,0.006449232,0.002707391,0.0002397632,0.0004106113,0.0008370457,0.143724],"genre_scores_gemma":[0.670297,0.03269895,0.2784168,0.002224226,0.000957191,0.0004852603,0.0003257015,0.0002563433,0.01433859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004742615,"threshold_uncertainty_score":0.01586562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017477211","doi":"10.1103/physreva.85.042311","title":"Characterizing quantum gates via randomized benchmarking","year":2012,"lang":"en","type":"article","venue":"Physical Review A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":470,"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":"Benchmarking; Protocol (science); Computer science; Scalability; Noise (video); Quantum; Algorithm; Theoretical computer science; Physics; Quantum mechanics; Artificial intelligence; Medicine","authors":[{"name":"Easwar Magesan","is_ca":true},{"name":"Jay Gambetta","is_ca":false},{"name":"Joseph Emerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01242349675240052,"gpt":0.2778698790394128,"spread":0.2654463822870123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006219002,0.0009188049,0.001373881,0.0009856533,0.001016197,0.002179778,0.002512089,0.001631279,0.002587603],"category_scores_gemma":[0.02680722,0.0004626909,0.0006962745,0.001281181,0.00402463,0.004751733,0.003703122,0.002514782,0.000347332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101357,"about_ca_system_score_gemma":0.00201398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009395164,"about_ca_topic_score_gemma":0.0008926462,"domain_scores_codex":[0.9924298,0.003589781,0.0003522929,0.0009343962,0.002053498,0.0006402192],"domain_scores_gemma":[0.9851432,0.008449981,0.001515701,0.003474758,0.001067566,0.0003488009],"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":[0.0001737576,0.0001330569,0.0008126738,0.0001155378,0.00005202618,0.000127206,0.0001179419,0.2460183,0.01438963,0.7172709,0.0008984145,0.01989061],"study_design_scores_gemma":[0.00003436899,0.000123082,0.0001862558,0.00002009089,0.00001247003,0.00004282482,0.0000280458,0.7131053,0.008750092,0.2767568,0.0009079171,0.0000327583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1024196,0.0002366869,0.8856244,0.0006584866,0.00007406813,0.0003202788,0.0001974898,0.0006122497,0.009856693],"genre_scores_gemma":[0.8805061,0.0002485357,0.1164496,0.0002608651,0.00006299225,0.0006185407,0.0002023352,0.0001547811,0.001496166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006219002,"threshold_uncertainty_score":0.0328896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161027938","doi":"10.1126/science.1229957","title":"Universal Computation by Multiparticle Quantum Walk","year":2013,"lang":"en","type":"article","venue":"Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":462,"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":"Quantum walk; Quantum computer; Quantum algorithm; Quantum; Physics; Quantum process; Random walk; Statistical physics; Quantum mechanics; Quantum dynamics; Mathematics","authors":[{"name":"Andrew M. Childs","is_ca":true},{"name":"David Gosset","is_ca":true},{"name":"Zak Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006411721936112148,"gpt":0.2243074452706342,"spread":0.2178957233345221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007263134,0.0003252535,0.0008082422,0.0008133542,0.0009501328,0.001640609,0.0009584913,0.001217381,0.005085892],"category_scores_gemma":[0.002817967,0.0003808121,0.0007567252,0.000539991,0.003229051,0.004093029,0.001794695,0.001772856,0.0007409387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158342,"about_ca_system_score_gemma":0.0005587792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008979989,"about_ca_topic_score_gemma":0.0007456214,"domain_scores_codex":[0.9994423,0.0001798714,0.00002671279,0.0001103821,0.0001558131,0.00008495982],"domain_scores_gemma":[0.9992441,0.0003359481,0.00003096812,0.0002347378,0.00008274153,0.00007145062],"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":[0.00002136274,0.00001276623,0.00008176423,0.00003957677,0.000008861041,0.00003678408,0.00006034703,0.009977479,0.0008302807,0.9829035,0.001222341,0.004804913],"study_design_scores_gemma":[0.00001558617,0.00001282897,0.00007017047,0.0000177394,0.000004055835,0.00003081813,0.00001061987,0.08146282,0.000584092,0.9137584,0.004019517,0.00001333586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1644477,0.006444525,0.6857009,0.006897935,0.001405815,0.0002034644,0.0002793038,0.001165366,0.1334551],"genre_scores_gemma":[0.9136959,0.00177768,0.07353628,0.0005933701,0.0002807135,0.0001946748,0.000112069,0.0001232361,0.009686109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005085892,"threshold_uncertainty_score":0.01701397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769838435","doi":"10.1103/physrevlett.120.110501","title":"Quantum Simulation of Electronic Structure with Linear Depth and Connectivity","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":441,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hamiltonian (control theory); Qubit; Quantum; Electronic structure; Swap (finance); Computer science; Conjecture; Quantum computer; Topology (electrical circuits); Quantum mechanics; Physics; Mathematics; Discrete mathematics; Mathematical optimization; Combinatorics","authors":[{"name":"Ian Kivlichan","is_ca":false},{"name":"Jarrod R. McClean","is_ca":false},{"name":"Nathan Wiebe","is_ca":false},{"name":"Craig Gidney","is_ca":false},{"name":"Alán Aspuru‐Guzik","is_ca":false},{"name":"Garnet Kin‐Lic Chan","is_ca":false},{"name":"Ryan Babbush","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009398618415380852,"gpt":0.274263847196311,"spread":0.2648652287809301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583637,0.0002919234,0.0003632905,0.0002694627,0.0003833729,0.0005302199,0.000899536,0.0009364858,0.002370513],"category_scores_gemma":[0.002678423,0.0003085574,0.0003176396,0.0002798404,0.001155657,0.001279053,0.001096359,0.0008474309,0.0001058783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009655433,"about_ca_system_score_gemma":0.000715588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818479,"about_ca_topic_score_gemma":0.005107232,"domain_scores_codex":[0.9998381,0.00005543796,0.000005534912,0.00002115449,0.00003744782,0.00004230065],"domain_scores_gemma":[0.9991372,0.0005996876,0.00005359145,0.0001013526,0.0000513647,0.00005687192],"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":[0.00009755716,0.00005374706,0.0009417664,0.00002353788,0.00001409236,0.00005058714,0.0000675722,0.9422584,0.00290386,0.04938877,0.0002188479,0.003981378],"study_design_scores_gemma":[0.00001405835,0.000009660044,0.00006453983,0.00000101383,0.000001405451,0.000003009847,0.000006107226,0.9917675,0.0005272107,0.007516736,0.00008672015,0.000001962462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123708,0.0000766685,0.077687,0.00061511,0.00002318621,0.00004115637,0.00008506541,0.0002370064,0.00886404],"genre_scores_gemma":[0.9801358,0.00003218088,0.01848121,0.00004494587,0.000005338786,0.00004214156,0.00004597818,0.00002189073,0.001190519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003818479,"threshold_uncertainty_score":0.00793016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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":"W2079099822","doi":"10.1103/physrevlett.109.080505","title":"Efficient Measurement of Quantum Gate Error by Interleaved Randomized Benchmarking","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":436,"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":"Qubit; Controlled NOT gate; Computer science; Quantum gate; Quantum error correction; Quantum computer; Toffoli gate; Algorithm; Quantum circuit; Electronic engineering; Physics; Quantum mechanics; Quantum","authors":[{"name":"Easwar Magesan","is_ca":true},{"name":"Jay Gambetta","is_ca":false},{"name":"Blake Johnson","is_ca":false},{"name":"Colm A. Ryan","is_ca":false},{"name":"Jerry M. Chow","is_ca":false},{"name":"Seth Merkel","is_ca":false},{"name":"Marcus P. da Silva","is_ca":false},{"name":"George Keefe","is_ca":false},{"name":"Mary Beth Rothwell","is_ca":false},{"name":"Thomas Ohki","is_ca":false},{"name":"M. B. Ketchen","is_ca":false},{"name":"Matthias Steffen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01815730200231023,"gpt":0.269060603061445,"spread":0.2509033010591348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004272529,0.0009005415,0.001306137,0.0009760974,0.0006621807,0.001429503,0.003147664,0.001112313,0.001795853],"category_scores_gemma":[0.01417744,0.0005422979,0.000345011,0.001306332,0.002393027,0.003364095,0.003239444,0.002244523,0.0003929269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158036,"about_ca_system_score_gemma":0.00151288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007150869,"about_ca_topic_score_gemma":0.001060314,"domain_scores_codex":[0.9940299,0.002246622,0.0002630127,0.000763342,0.002205762,0.0004914447],"domain_scores_gemma":[0.9892938,0.00433943,0.001618993,0.003740799,0.0007410601,0.0002659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001519244,0.0009730257,0.007580068,0.000190287,0.000231358,0.0004155787,0.0002257743,0.5105468,0.2078833,0.1414382,0.001187786,0.1278085],"study_design_scores_gemma":[0.00005791289,0.0002692916,0.001076708,0.00001557317,0.00001615905,0.00008253956,0.00001842348,0.8746623,0.09758946,0.02565271,0.0005041942,0.00005467679],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2531613,0.0001599955,0.7398645,0.0001850828,0.00004357933,0.0001944789,0.0001828493,0.001525783,0.004682354],"genre_scores_gemma":[0.8964034,0.00005405934,0.1025372,0.00005814706,0.00001468389,0.0001973746,0.0001359824,0.0001244777,0.0004746276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004272529,"threshold_uncertainty_score":0.02259558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889426946","doi":"10.1126/science.abo6587","title":"Quantum optimization of maximum independent set using Rydberg atom arrays","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":432,"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":"","keywords":"Speedup; Rydberg formula; Quantum annealing; Quantum; Rydberg atom; Qubit; Computer science; Quantum computer; Maxima and minima; Degeneracy (biology); Quantum algorithm; Benchmark (surveying); Algorithm; Quantum mechanics; Physics; Mathematics; Parallel computing; Bioinformatics","authors":[{"name":"Sepehr Ebadi","is_ca":false},{"name":"A. Keesling","is_ca":false},{"name":"Madelyn Cain","is_ca":false},{"name":"Tout T. Wang","is_ca":false},{"name":"Harry Levine","is_ca":false},{"name":"Dolev Bluvstein","is_ca":false},{"name":"Giulia Semeghini","is_ca":false},{"name":"Ahmed Omran","is_ca":false},{"name":"Jin-Guo Liu","is_ca":false},{"name":"Rhine Samajdar","is_ca":false},{"name":"Xiang-Long Luo","is_ca":true},{"name":"Boaz Nash","is_ca":false},{"name":"Xun Gao","is_ca":false},{"name":"Boaz Barak","is_ca":false},{"name":"Edward Farhi","is_ca":false},{"name":"Subir Sachdev","is_ca":false},{"name":"Nathan Gemelke","is_ca":false},{"name":"Leo Zhou","is_ca":false},{"name":"Soonwon Choi","is_ca":false},{"name":"Hannes Pichler","is_ca":false},{"name":"Sheng-Tao Wang","is_ca":false},{"name":"Markus Greiner","is_ca":false},{"name":"Vladan Vuletić","is_ca":false},{"name":"Mikhail D. Lukin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905704883620512,"gpt":0.2562398562477634,"spread":0.2371828074115583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005511275,0.0002966577,0.0005373483,0.0002805855,0.0003975027,0.0006537143,0.0007213297,0.0006404903,0.002249968],"category_scores_gemma":[0.001508711,0.0002774632,0.0003204119,0.0003714022,0.0009278388,0.0008246098,0.0006920815,0.0008133766,0.0001467402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008060829,"about_ca_system_score_gemma":0.0006961593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343105,"about_ca_topic_score_gemma":0.001976949,"domain_scores_codex":[0.9997748,0.0000805421,0.000006543947,0.00003185175,0.00006754666,0.00003867118],"domain_scores_gemma":[0.9991674,0.0006164494,0.00005284024,0.00007297442,0.00004043505,0.0000498912],"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":[0.0002771927,0.0002007747,0.0008568743,0.0001288025,0.00006041978,0.00008580244,0.00009262922,0.8236415,0.02918706,0.1300035,0.001266043,0.01419939],"study_design_scores_gemma":[0.00003816724,0.00004758772,0.0001396419,0.000003516266,0.000004541958,0.00000673361,0.00001266795,0.9783141,0.00535862,0.01578084,0.0002870542,0.000006680495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521893,0.00030396,0.131628,0.0007883871,0.00005360786,0.00005584227,0.0001053859,0.000438578,0.01443702],"genre_scores_gemma":[0.9629543,0.00006203517,0.0357477,0.00004227007,0.000009014541,0.00004303654,0.00004852119,0.00004357599,0.001049535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002249968,"threshold_uncertainty_score":0.007526875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1874981471","doi":"10.26421/qic6.2-1","title":"Quantum accuracy threshold for concatenated distance-3 code","year":2006,"lang":"en","type":"article","venue":"Quantum Information and Computation","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":403,"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":"Concatenation (mathematics); Upper and lower bounds; Discrete mathematics; Code (set theory); Quantum; Noise (video); Mathematics; Algorithm; Hilbert space; Computer science; Combinatorics; Quantum mechanics; Physics; Pure mathematics; Mathematical analysis","authors":[{"name":"Panos Aliferis","is_ca":false},{"name":"Daniel Gottesman","is_ca":true},{"name":"John Preskill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01256792958409867,"gpt":0.2551793519209167,"spread":0.2426114223368181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001935734,0.0004472775,0.0007982928,0.0007702234,0.0008632204,0.001820447,0.001118635,0.001430605,0.003568103],"category_scores_gemma":[0.01588425,0.0003182637,0.0005471975,0.000650402,0.002456954,0.002824334,0.002916299,0.002165885,0.0007283297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259705,"about_ca_system_score_gemma":0.001317938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169614,"about_ca_topic_score_gemma":0.0007173974,"domain_scores_codex":[0.9970618,0.0003660847,0.0001934363,0.0003595038,0.001549429,0.0004697479],"domain_scores_gemma":[0.9886879,0.006786923,0.001182641,0.001644024,0.001286369,0.0004121198],"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":[0.0002189016,0.00004597647,0.001596604,0.000103946,0.00002997029,0.0001749583,0.0002521647,0.2313432,0.01693354,0.7306884,0.001344384,0.01726793],"study_design_scores_gemma":[0.00001909119,0.00009931254,0.000572268,0.00003650474,0.00001976485,0.0002031312,0.00003384925,0.6791142,0.02240891,0.2954422,0.001998064,0.00005258939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2386182,0.0006224193,0.7337699,0.001071367,0.0001538855,0.0000608721,0.000276766,0.0007778649,0.02464871],"genre_scores_gemma":[0.966028,0.0001754172,0.03058662,0.0001976268,0.00004607943,0.00005969351,0.0000938629,0.0000921096,0.00272058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003568103,"threshold_uncertainty_score":0.01639533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739908270","doi":"10.1007/jhep10(2017)107","title":"Circuit complexity in quantum field theory","year":2017,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":402,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Government of Canada; Canadian Institute for Advanced Research; Institut Périmètre de physique théorique; Simons Foundation","keywords":"Quantum circuit; Quantum gravity; Ground state; Circuit complexity; Scalar field; Quantum error correction; Quantum field theory; Open quantum system; Quantum; Quantum information","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02961620628440471,"gpt":0.2574368107117705,"spread":0.2278206044273658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027571,0.0004898728,0.0007745317,0.001741331,0.001275571,0.002792152,0.0009346232,0.001099148,0.003728571],"category_scores_gemma":[0.005806129,0.0002818645,0.0008022494,0.001229816,0.004205477,0.007907089,0.001507899,0.00233169,0.0002568541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512111,"about_ca_system_score_gemma":0.0008146783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357686,"about_ca_topic_score_gemma":0.0008315477,"domain_scores_codex":[0.9989461,0.0003556772,0.00004813397,0.0001470205,0.0003533946,0.0001496932],"domain_scores_gemma":[0.9937855,0.004817335,0.0003407506,0.0004343906,0.0003701464,0.0002519782],"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":[0.000007156949,0.000007806872,0.0001485649,0.00003206091,0.0000043858,0.00001653145,0.00007557181,0.005472513,0.0002123994,0.9920654,0.000346003,0.001611531],"study_design_scores_gemma":[0.000003638473,0.000006324748,0.0001112257,0.0000053406,0.000001754518,0.00001345588,0.00001765307,0.01843255,0.00009174216,0.9807372,0.0005741231,0.000004983154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5447128,0.006368021,0.3308747,0.009454913,0.0002912922,0.0001407882,0.0008960156,0.0002923963,0.106969],"genre_scores_gemma":[0.971942,0.001541956,0.02117847,0.0002908639,0.0004160378,0.00009892042,0.0002399956,0.00005381997,0.00423781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003728571,"threshold_uncertainty_score":0.01822674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102864190","doi":"10.1038/nature10713","title":"Implementation of a Toffoli gate with superconducting circuits","year":2011,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":398,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Toffoli gate; Qubit; Quantum computer; Quantum gate; Quantum circuit; Quantum error correction; Controlled NOT gate; Computer science; Quantum mechanics; Physics; Topology (electrical circuits); Quantum; Mathematics","authors":[{"name":"Arkady Fedorov","is_ca":false},{"name":"L. Steffen","is_ca":false},{"name":"Matthias Baur","is_ca":false},{"name":"Marcus P. da Silva","is_ca":true},{"name":"Andreas Wallraff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01802837623104722,"gpt":0.2612700550720023,"spread":0.2432416788409551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002120325,0.0001910345,0.0002970551,0.0002844922,0.0005249785,0.0006981971,0.000476445,0.0005716714,0.003865278],"category_scores_gemma":[0.0004974223,0.0001183947,0.0002152045,0.0002776702,0.0003155061,0.0005395802,0.0002833977,0.0004528139,0.000369391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004511605,"about_ca_system_score_gemma":0.0006431214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007028523,"about_ca_topic_score_gemma":0.001177841,"domain_scores_codex":[0.9998395,0.00002976701,0.000009714384,0.00001914965,0.00006337855,0.0000382862],"domain_scores_gemma":[0.9998109,0.00006210879,0.00001735473,0.00003828441,0.00005044143,0.00002097625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001055117,0.0003824649,0.002062461,0.00034968,0.00009447069,0.0008209592,0.0004068167,0.04041775,0.3647943,0.4260436,0.007647479,0.1559249],"study_design_scores_gemma":[0.0002337219,0.0007690461,0.001088638,0.0000491909,0.00007546091,0.0005481468,0.00008855503,0.4688524,0.4390662,0.06646077,0.0226964,0.00007141498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5311605,0.0003535911,0.4107061,0.001468809,0.0006983426,0.0001762013,0.0003540745,0.002352853,0.05272954],"genre_scores_gemma":[0.9469414,0.00008395949,0.04866939,0.0001238963,0.00002816209,0.00003559757,0.00006883725,0.00004222139,0.00400661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003865278,"threshold_uncertainty_score":0.01293063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353055437","doi":"10.1038/s41586-023-05782-6","title":"Real-time quantum error correction beyond break-even","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":396,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut quantique; Université de Sherbrooke","funders":"Army Research Office","keywords":"Quantum error correction; Coherence (philosophical gambling strategy); Computer science; Quantum; Quantum decoherence; Quantum capacity; Quantum information; Qubit; Error detection and correction; Quantum network; Quantum computer; Quantum technology; Quantum mechanics; Open quantum system; Statistical physics; Physics; Algorithm","authors":[{"name":"Volodymyr Sivak","is_ca":false},{"name":"Alec Eickbusch","is_ca":false},{"name":"Baptiste Royer","is_ca":true},{"name":"Shraddha Singh","is_ca":false},{"name":"Ioannis Tsioutsios","is_ca":false},{"name":"Suhas Ganjam","is_ca":false},{"name":"Alessandro Miano","is_ca":false},{"name":"B. L. Brock","is_ca":false},{"name":"Andy Z. Ding","is_ca":false},{"name":"Luigi Frunzio","is_ca":false},{"name":"S. M. Girvin","is_ca":false},{"name":"Robert Schoelkopf","is_ca":false},{"name":"Michel Devoret","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006794550772480391,"gpt":0.2526604812839283,"spread":0.2458659305114479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134801,0.0006870096,0.0007669141,0.0004751846,0.001009249,0.001796661,0.001626973,0.001423117,0.01466762],"category_scores_gemma":[0.008030813,0.0003834537,0.0003341117,0.0005227001,0.0020241,0.004248817,0.002436058,0.002678353,0.002532632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007729601,"about_ca_system_score_gemma":0.0009109778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142237,"about_ca_topic_score_gemma":0.0008615575,"domain_scores_codex":[0.9988204,0.0002191648,0.00005018438,0.0002477381,0.0004584808,0.0002040924],"domain_scores_gemma":[0.9968014,0.00122372,0.0001922088,0.001119782,0.0004843636,0.0001785147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006490849,0.0001450239,0.0005865979,0.0002332682,0.00005827397,0.0001875847,0.0003088767,0.03720722,0.02448273,0.8122966,0.01122645,0.1126183],"study_design_scores_gemma":[0.00004889787,0.00009912046,0.0001758374,0.00007612618,0.00002399992,0.0001807634,0.00008020386,0.3882833,0.02224964,0.5749711,0.01375299,0.00005799405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04549561,0.001429783,0.9017717,0.003371474,0.001855313,0.00009288214,0.0001311573,0.003075863,0.04277632],"genre_scores_gemma":[0.8467173,0.0005323259,0.1330991,0.0009687226,0.0002904234,0.00006915893,0.0001197566,0.0006385937,0.01756469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01466762,"threshold_uncertainty_score":0.04906809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118518847","doi":"10.1038/srep00571","title":"Finding low-energy conformations of lattice protein models by quantum annealing","year":2012,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":387,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"D-Wave Systems (Canada)","funders":"Division of Chemistry; National Science Foundation","keywords":"Quantum annealing; Quantum; Protein structure prediction; Protein folding; Statistical physics; Simulated annealing; Lattice (music); Computer science; Energy landscape; Physics; Protein structure; Biological system; Algorithm; Quantum mechanics; Quantum computer; Thermodynamics; Biology","authors":[{"name":"Alejandro Perdomo‐Ortiz","is_ca":false},{"name":"Neil G. Dickson","is_ca":true},{"name":"Marshall Drew-Brook","is_ca":true},{"name":"Geordie Rose","is_ca":true},{"name":"Alán Aspuru‐Guzik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01621352875341884,"gpt":0.2366885133571532,"spread":0.2204749846037343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019522,0.0003200822,0.00064421,0.0004727699,0.0006736668,0.001077196,0.000910619,0.0009135773,0.001259238],"category_scores_gemma":[0.004045683,0.0005242027,0.0005195465,0.0004233218,0.001454914,0.001320741,0.0006880092,0.001032538,0.0001614842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430479,"about_ca_system_score_gemma":0.0008396427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003832682,"about_ca_topic_score_gemma":0.003460434,"domain_scores_codex":[0.9995763,0.0002046464,0.00001924316,0.00004860361,0.0001051681,0.00004611015],"domain_scores_gemma":[0.9985375,0.0009859214,0.00008043101,0.0002187395,0.0001057772,0.00007154132],"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":[0.00008420184,0.00007791536,0.0008495083,0.00002872303,0.00002059547,0.0000326688,0.00008024732,0.9566322,0.003518828,0.03188922,0.0003065347,0.00647936],"study_design_scores_gemma":[0.00001234963,0.00001351282,0.00006149454,0.00000174636,0.000001871317,0.000002131221,0.000007514329,0.988223,0.000572438,0.01101275,0.00008835996,0.000002863957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7535043,0.000223696,0.2404197,0.0005141001,0.00003338177,0.00006700654,0.00006324492,0.000392686,0.004781837],"genre_scores_gemma":[0.9032266,0.00008659725,0.09576823,0.00004296706,0.000007429762,0.00009068254,0.00009308444,0.00005103351,0.000633541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003832682,"threshold_uncertainty_score":0.0103789,"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":"W3101636216","doi":"","title":"Efficient Quantum Algorithms for Simulating Sparse Hamiltonians","year":2007,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":384,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Sublinear function; Qubit; Scaling; Hamiltonian (control theory); Constant (computer programming); Bounded function; Quantum computer; Quantum; Matrix (chemical analysis); Integer (computer science); Algorithm; Quantum algorithm; Mathematics; Combinatorics; Discrete mathematics; Computer science; Quantum mechanics; Physics; Mathematical optimization; Geometry; Mathematical analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376509074063557,"gpt":0.2212022731587069,"spread":0.2074371824180714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260554,0.0005824232,0.001307334,0.0007091789,0.001094524,0.001303784,0.002136957,0.001786119,0.006389995],"category_scores_gemma":[0.008052343,0.00059303,0.0006884713,0.001116755,0.001840713,0.002565286,0.002179506,0.001600859,0.0004806957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610751,"about_ca_system_score_gemma":0.001615297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004259645,"about_ca_topic_score_gemma":0.009382613,"domain_scores_codex":[0.9990788,0.0003530107,0.00004441039,0.00009333259,0.0002909072,0.000139522],"domain_scores_gemma":[0.9954439,0.00339671,0.0001574727,0.0006103411,0.0002390639,0.0001524131],"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":[0.0002955533,0.0001805542,0.0008627671,0.0001162371,0.00004889638,0.0000860791,0.0002073791,0.7756335,0.002010962,0.1927232,0.002223045,0.02561179],"study_design_scores_gemma":[0.00004659027,0.00001331919,0.00004585745,0.000003652302,0.000003784438,0.000005690224,0.00001777253,0.935114,0.00038962,0.06410147,0.0002534036,0.000004949087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3293534,0.0003711033,0.6375916,0.001757642,0.0002086053,0.0002972739,0.0005373338,0.001977219,0.02790574],"genre_scores_gemma":[0.8644834,0.0001328979,0.1308668,0.0001476257,0.00004738188,0.0002203957,0.0003281258,0.0002032589,0.003570143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006389995,"threshold_uncertainty_score":0.02137667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206451759","doi":"10.1007/978-3-030-83098-4","title":"Machine Learning with Quantum Computers","year":2021,"lang":"en","type":"book","venue":"Quantum science and technology","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":382,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"","keywords":"Computer science; Quantum machine learning; Quantum computer; Quantum; Physics; Quantum mechanics","authors":[{"name":"Maria Schuld","is_ca":false},{"name":"Francesco Petruccione","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006509453553476684,"gpt":0.2099075039343115,"spread":0.2033980503808348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334211,0.0009963528,0.0008452361,0.001099147,0.0006828533,0.001938965,0.0008628474,0.0009386775,0.04312849],"category_scores_gemma":[0.001342926,0.0005764417,0.0004522921,0.001658215,0.001284129,0.003412826,0.00127261,0.002193915,0.01725683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794142,"about_ca_system_score_gemma":0.0006569878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007205846,"about_ca_topic_score_gemma":0.00157891,"domain_scores_codex":[0.9996908,0.00006106139,0.000008863329,0.000048498,0.0001759148,0.00001498722],"domain_scores_gemma":[0.9996485,0.0002168661,0.00001372615,0.00005660151,0.00004765406,0.0000166691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002293865,0.00004397176,0.00008176348,0.0004099907,0.00002713376,0.00003624691,0.00009553916,0.006170729,0.00140941,0.426446,0.2338614,0.3313949],"study_design_scores_gemma":[0.000007622592,0.00001944237,0.0002106062,0.0001722355,0.00001133413,0.0001119411,0.00002404531,0.01974929,0.001021882,0.3773983,0.6012548,0.00001859923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001910597,0.05958908,0.2140719,0.004865029,0.003409507,0.0001074134,0.0003964475,0.001415609,0.7142345],"genre_scores_gemma":[0.02686337,0.02440944,0.06969703,0.001495546,0.002667037,0.0001985658,0.0004860691,0.000605404,0.8735775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04312849,"threshold_uncertainty_score":0.1442792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805441291","doi":"10.1038/s41586-019-0952-6","title":"Verified quantum information scrambling","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":375,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"","keywords":"Scrambling; Quantum teleportation; Physics; Qubit; Quantum information; Quantum mechanics; Quantum; Quantum discord; Quantum decoherence; Quantum entanglement; Statistical physics; Quantum channel; Mathematics; Algorithm","authors":[{"name":"K. A. Landsman","is_ca":false},{"name":"Caroline Figgatt","is_ca":false},{"name":"Thomas Schuster","is_ca":false},{"name":"Norbert M. Linke","is_ca":false},{"name":"Beni Yoshida","is_ca":true},{"name":"Norman Y. Yao","is_ca":false},{"name":"C. Monroe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004578920497380476,"gpt":0.2243961479571946,"spread":0.2198172274598142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139131,0.0005901952,0.0009762815,0.0007746037,0.001208025,0.002034411,0.001507874,0.001595106,0.01196428],"category_scores_gemma":[0.01119816,0.0005175163,0.0004888424,0.0007435299,0.002222084,0.002798622,0.002043806,0.001839539,0.00272536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072256,"about_ca_system_score_gemma":0.002202325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005919165,"about_ca_topic_score_gemma":0.0007364699,"domain_scores_codex":[0.9967135,0.0007320277,0.0001695913,0.0003871792,0.001689873,0.0003078751],"domain_scores_gemma":[0.9904932,0.002922076,0.000452528,0.004266557,0.001635061,0.0002303782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008225328,0.0001264891,0.0008671169,0.0004143754,0.00007692254,0.0004245129,0.0002306853,0.01827357,0.05779947,0.8357179,0.00854521,0.07670118],"study_design_scores_gemma":[0.000171783,0.0003181401,0.001021907,0.0002066792,0.00007592339,0.0009691603,0.00009637054,0.3339766,0.2947501,0.3467809,0.0214566,0.0001758706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09789622,0.001056277,0.8302029,0.001491282,0.001262166,0.0002834595,0.0006280451,0.002844377,0.06433528],"genre_scores_gemma":[0.8594471,0.0003028934,0.127277,0.0004514777,0.0001209769,0.00009118661,0.0003141179,0.0004091325,0.01158616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01196428,"threshold_uncertainty_score":0.04002452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808979145","doi":"10.1103/physrevresearch.1.033063","title":"Continuous-variable quantum neural networks","year":2019,"lang":"en","type":"article","venue":"Physical Review Research","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":374,"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":"Army Research Office","keywords":"Artificial neural network; Quantum computer; Quantum; Key (lock); Extension (predicate logic); Computation; Quantum information; Quantum network","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0296030830616106,"gpt":0.3540944893598093,"spread":0.3244914062981987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000555967,0.0002249429,0.0003497059,0.0003102991,0.000291883,0.001057017,0.0008472468,0.000881665,0.002171487],"category_scores_gemma":[0.002147375,0.0001721413,0.0002215906,0.0004533078,0.001350871,0.001339505,0.0005571013,0.00122197,0.0002720773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929795,"about_ca_system_score_gemma":0.0005368589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841289,"about_ca_topic_score_gemma":0.00147521,"domain_scores_codex":[0.9997301,0.00007640293,0.000009374872,0.00006184148,0.00009108758,0.00003128204],"domain_scores_gemma":[0.9995061,0.0002715669,0.00004228128,0.00005976137,0.0000933815,0.00002680535],"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":[0.00006408387,0.00003435449,0.0003707947,0.0001592786,0.00004643037,0.00006200858,0.0000410821,0.1146017,0.003801025,0.8221473,0.004071212,0.05460069],"study_design_scores_gemma":[0.00001881218,0.00001632228,0.0002760452,0.00002538553,0.00001140111,0.00002772581,0.00001182643,0.7370065,0.001511205,0.2551626,0.005914963,0.0000170862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06224742,0.01280066,0.869099,0.005853207,0.001087307,0.00005660357,0.0002204486,0.0004937873,0.04814152],"genre_scores_gemma":[0.9225148,0.006482238,0.05909755,0.0005367728,0.0004327033,0.00006994494,0.0001366313,0.00004313488,0.01068614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002171487,"threshold_uncertainty_score":0.007264376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053939928","doi":"10.1103/physrevlett.92.060402","title":"Quantum Tensor Product Structures are Observable Induced","year":2004,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":361,"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":"Observable; Tensor product; Quantum entanglement; Tensor product of Hilbert spaces; Quantum; Multipartite; Tensor (intrinsic definition); Theoretical physics; Algebraic number; Quantum state; Partition (number theory); Product (mathematics); Physics; Statistical physics; Computer science; Quantum mechanics; Pure mathematics; Mathematics; Tensor contraction; Combinatorics; Geometry; Mathematical analysis","authors":[{"name":"Paolo Zanardi","is_ca":false},{"name":"Daniel A. Lidar","is_ca":true},{"name":"Seth Lloyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0258821280210665,"gpt":0.2759289280124199,"spread":0.2500467999913534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165988,0.0006100552,0.0005346523,0.001402179,0.001638462,0.003503284,0.0009249433,0.001024329,0.004359206],"category_scores_gemma":[0.004790454,0.0005969359,0.0008294209,0.001095405,0.007680681,0.009235945,0.0029698,0.002574843,0.0005986531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207125,"about_ca_system_score_gemma":0.0008996376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005996481,"about_ca_topic_score_gemma":0.0004428272,"domain_scores_codex":[0.9979842,0.0005303856,0.0001152054,0.0003905708,0.0006803599,0.0002993542],"domain_scores_gemma":[0.996027,0.001095395,0.0007699712,0.001007749,0.000740203,0.0003597275],"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":[0.000004743362,0.000004574437,0.00003187087,0.000007337476,0.00000114117,0.00001844467,0.00009179331,0.0003085508,0.000430446,0.9983457,0.00009288979,0.0006624787],"study_design_scores_gemma":[0.000004601337,0.00001531535,0.00008011772,0.000004980054,0.000002496724,0.00005368267,0.00003563073,0.003879288,0.0006250106,0.993591,0.001699894,0.000008081654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2152217,0.0009481934,0.6409943,0.002464597,0.000342918,0.0001296359,0.0003851276,0.0005781107,0.1389354],"genre_scores_gemma":[0.9382414,0.0005000291,0.05299826,0.0002938881,0.0002519088,0.0001429253,0.0002066028,0.0001146417,0.007250339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004359206,"threshold_uncertainty_score":0.01458305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2234450295","doi":"10.1103/physrevx.8.021050","title":"Quantum Boltzmann Machine","year":2018,"lang":"en","type":"article","venue":"Physical Review X","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":344,"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; Simon Fraser University; D-Wave Systems (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum; Boltzmann machine; Quantum algorithm; Restricted Boltzmann machine; Boltzmann constant; Open quantum system; Quantum computer; Quantum network","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374208418802544,"gpt":0.2965658911077709,"spread":0.2828238069197454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493154,0.0003475762,0.0008271355,0.0004240687,0.0007695155,0.001444086,0.001165661,0.001368797,0.007255208],"category_scores_gemma":[0.002466351,0.0002449272,0.0004797297,0.0006374485,0.001606252,0.002458201,0.001528302,0.00170635,0.00191534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007249533,"about_ca_system_score_gemma":0.0009733949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161703,"about_ca_topic_score_gemma":0.0009724495,"domain_scores_codex":[0.999359,0.000200671,0.00002374441,0.00009765532,0.0002389333,0.00007998104],"domain_scores_gemma":[0.9995509,0.0001790414,0.00002334629,0.0001047605,0.00009573757,0.00004620454],"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":[0.00005243886,0.00003172326,0.0002164937,0.0000696108,0.00002724714,0.00004954907,0.0000508815,0.02716396,0.003909949,0.9271033,0.006365507,0.03495935],"study_design_scores_gemma":[0.00003763959,0.00003398885,0.0001781175,0.00002600072,0.00001588507,0.00009090664,0.00001965366,0.4224226,0.002959821,0.5494232,0.0247558,0.00003638037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01907023,0.002630223,0.9081187,0.002650355,0.001286668,0.0001176944,0.0002876137,0.0008401179,0.06499839],"genre_scores_gemma":[0.6319602,0.002821414,0.3286155,0.001324309,0.0007137956,0.000314037,0.0003851182,0.0002943708,0.03357126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007255208,"threshold_uncertainty_score":0.02427107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016124611","doi":"10.1088/1367-2630/14/11/113011","title":"Negative quasi-probability as a resource for quantum computation","year":2012,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":337,"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":"Quantum computer; Quantum; Quantum algorithm; Quantum information; Quantum operation; Computation; Quantum network; Quantum capacity; Quantum state","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02640645168601426,"gpt":0.281672929530877,"spread":0.2552664778448628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008278532,0.0002748283,0.0003444055,0.0005468975,0.0009704331,0.001864231,0.0009158826,0.0007749722,0.004221934],"category_scores_gemma":[0.003662637,0.0002978377,0.0003160868,0.000385736,0.003727043,0.004730118,0.002217348,0.002199275,0.0005026159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730304,"about_ca_system_score_gemma":0.0005413577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084402,"about_ca_topic_score_gemma":0.000254744,"domain_scores_codex":[0.9994814,0.0001556876,0.00002212578,0.00008200459,0.0001806023,0.00007820666],"domain_scores_gemma":[0.9979905,0.001174543,0.000132023,0.0004618755,0.0001037577,0.0001373495],"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":[0.00002250765,0.000008214309,0.00005896416,0.00001243262,0.000001421231,0.00002427447,0.00004596199,0.002288583,0.002519686,0.9930207,0.0002309734,0.001766285],"study_design_scores_gemma":[0.00001099637,0.00003218479,0.00008519313,0.00001062486,0.000004019005,0.00005728274,0.00002623406,0.06665809,0.003603809,0.9274725,0.002025642,0.00001341576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3287621,0.0005863594,0.6113783,0.003134878,0.0002792759,0.00007455882,0.0001873665,0.0006017261,0.05499538],"genre_scores_gemma":[0.960067,0.0001846103,0.03605219,0.0001681304,0.00008455439,0.0000697994,0.00004837584,0.00006711359,0.003258169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004221934,"threshold_uncertainty_score":0.0141238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}