{"meta":{"query_hash":"6ceccda9a950","filters":{"venue":"Contemporary Physics"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6ceccda9a950","api":"https://metacan.xera.ac/api/v1/cohort?venue=Contemporary+Physics"},"results":[{"id":"W2159550992","doi":"10.1080/00107514.2011.583358","title":"An Illustrated Guide to Relativity, by Tatsu Takeuchi","year":2011,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Theory of relativity; Theoretical physics; Physics","score_opus":0.05052133818988738,"score_gpt":0.293241001772033,"score_spread":0.2427196635821456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159550992","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24385102,0.00008146256,0.15933776,0.000175444,0.00026004013,0.0005782926,0.00046435362,0.00014667022,0.59510493],"genre_scores_gemma":[0.9931316,2.8651655e-7,0.0014772814,0.00024705695,0.00022802496,0.00003185941,0.00036363662,0.000033074055,0.004487183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988582,0.00014975322,0.00026613325,0.00033370906,0.00016982095,0.00022237902],"domain_scores_gemma":[0.9991073,0.00008237932,0.00012719113,0.00037567609,0.00009787153,0.00020960825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020468007,0.00021523828,0.00022717788,0.00003105792,0.00014380983,0.000040015515,0.00024856368,0.000050422994,0.00024802974],"category_scores_gemma":[0.0000060876314,0.00021620645,0.000098962475,0.00024075275,0.000089775654,0.00074677746,0.000042710784,0.00020883733,0.000331495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012476798,0.0010999436,0.041824136,0.000009294125,0.00019339791,0.0000067585715,0.0035046898,0.0000910902,0.009564493,0.8389254,0.091820315,0.012835714],"study_design_scores_gemma":[0.0013472849,0.00056236266,0.011525289,0.00006297552,0.000041052404,7.5400715e-7,0.0012383286,0.0005132618,0.025656855,0.89303875,0.06497518,0.0010379195],"about_ca_topic_score_codex":0.0003198576,"about_ca_topic_score_gemma":0.0000011872701,"teacher_disagreement_score":0.7492806,"about_ca_system_score_codex":0.000013515576,"about_ca_system_score_gemma":0.00010098891,"threshold_uncertainty_score":0.8816643},"labels":[],"label_agreement":null},{"id":"W2588199563","doi":"10.1080/00107514.2017.1291722","title":"Visible and invisible – the wonders of light phenomena, by Olmes Bisi","year":2017,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Art","score_opus":0.018423568084995224,"score_gpt":0.25651384581698605,"score_spread":0.23809027773199082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588199563","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0967935,0.0020000178,0.0008648709,0.0016980633,0.00016491431,0.0003147435,0.0000986385,0.000023758203,0.8980415],"genre_scores_gemma":[0.99873155,0.00001227348,0.00002118365,0.000089585155,0.00024507008,0.000020780908,0.000015460197,0.000017828355,0.0008462575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992739,0.000027400545,0.00017854376,0.00021411553,0.00013120942,0.00017481096],"domain_scores_gemma":[0.99912727,0.00006338457,0.00020976774,0.000499451,0.000039627328,0.00006052458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007714489,0.00017778376,0.0002655149,0.0000087655,0.0005340598,0.00009957302,0.0003355228,0.00001839338,0.00002449954],"category_scores_gemma":[0.000003134907,0.00012059054,0.00009074533,0.000044230193,0.0005978182,0.00032143062,0.00030787895,0.00011101887,0.000012149604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020690111,0.0001881047,0.013969503,0.000018903338,0.00019438112,2.972158e-7,0.0008676133,6.4804277e-7,0.0104110865,0.9608996,0.009203863,0.0042253146],"study_design_scores_gemma":[0.00074642594,0.00008599774,0.00047154308,0.000043286007,0.000025594953,6.7746896e-8,0.0016347166,0.000062966865,0.11405384,0.8749413,0.0076837596,0.00025049312],"about_ca_topic_score_codex":0.00016583526,"about_ca_topic_score_gemma":2.5529908e-7,"teacher_disagreement_score":0.9019381,"about_ca_system_score_codex":0.0000050339495,"about_ca_system_score_gemma":0.000024807845,"threshold_uncertainty_score":0.49175397},"labels":[],"label_agreement":null},{"id":"W2792255093","doi":"10.1080/00107514.2018.1450720","title":"A cross-disciplinary introduction to quantum annealing-based algorithms","year":2018,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"D-Wave Systems (Canada)","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Quantum computer; Quantum annealing; Quantum algorithm; Quantum; Quantum information; Quantum technology; Quantum gate; Computation","score_opus":0.0305192134187351,"score_gpt":0.2992487189008072,"score_spread":0.2687295054820721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792255093","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09133234,0.00012687521,0.898704,0.006106429,0.0023382525,0.00027894048,0.000012557645,0.0005957353,0.00050489703],"genre_scores_gemma":[0.93740946,4.9993474e-7,0.053476002,0.0012238205,0.007636082,0.000018622955,0.000022298333,0.000033501627,0.00017972119],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978652,0.00009409752,0.00034660404,0.0008878028,0.0003681813,0.00043808843],"domain_scores_gemma":[0.9981503,0.00007501084,0.00014786246,0.0010979208,0.00029755256,0.00023134044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003863685,0.00028826055,0.00027883286,0.00011474239,0.0004908086,0.00034806563,0.0010518692,0.00007599205,0.000008349567],"category_scores_gemma":[0.000038369988,0.00026756604,0.00013184702,0.00094067556,0.00019004579,0.00048377932,0.00048099403,0.0002523641,0.00020883525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004353062,0.0016015241,0.00628677,0.00028300605,0.00023338503,0.0002791728,0.011649052,0.10358196,0.010190085,0.08036337,0.13696264,0.64813375],"study_design_scores_gemma":[0.0004578182,0.0007307207,0.0014565339,0.00006367236,0.000003047146,0.000008921585,0.000012501646,0.9670076,0.0058564343,0.0070803654,0.016904108,0.00041830924],"about_ca_topic_score_codex":0.000020424222,"about_ca_topic_score_gemma":9.493068e-7,"teacher_disagreement_score":0.8634256,"about_ca_system_score_codex":0.000040639665,"about_ca_system_score_gemma":0.00023240565,"threshold_uncertainty_score":0.99997765},"labels":[],"label_agreement":null},{"id":"W2971903797","doi":"10.1080/00107514.2019.1660715","title":"Biophotonics science and technology","year":2019,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biophotonics; Data science; Nanotechnology; Materials science; Computer science; Optoelectronics; Photonics","score_opus":0.00740355921256073,"score_gpt":0.1886612386691616,"score_spread":0.18125767945660087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971903797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829457,0.0010895759,0.00070942764,0.0003042695,0.0009040559,0.000115980445,0.0000027243384,0.00044450845,0.013483795],"genre_scores_gemma":[0.99955606,0.000022303804,0.00025322256,0.000028895593,0.00003831813,0.000004998782,0.0000021881965,0.000009460194,0.00008456907],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964285,9.0759397e-7,0.000057638226,0.00010033022,0.00009218588,0.00010610189],"domain_scores_gemma":[0.99976015,0.000007134706,0.0000067306096,0.00014172493,0.00003820102,0.000046078963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000637513,0.000058205696,0.00006776021,0.000062059895,0.000020272957,0.0000151203085,0.00009633512,0.000039627936,0.000004440284],"category_scores_gemma":[0.000007719552,0.000055239176,0.000006081346,0.00053830637,0.00012229221,0.00014039926,0.00002645999,0.00008451656,0.0000572279],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042696747,0.000076700184,0.008843605,0.00091039576,0.00004458217,0.0000040578466,0.00052722916,0.00041014832,0.847129,0.04300316,0.011236233,0.087810606],"study_design_scores_gemma":[0.0012095025,0.00020570829,0.007666841,0.00024929168,0.0000132691175,0.00002228317,0.00040653787,0.41802418,0.23533486,0.016435022,0.3192617,0.0011708225],"about_ca_topic_score_codex":0.0000013065707,"about_ca_topic_score_gemma":3.1600024e-8,"teacher_disagreement_score":0.6117942,"about_ca_system_score_codex":0.000024156261,"about_ca_system_score_gemma":0.000060738275,"threshold_uncertainty_score":0.22525881},"labels":[],"label_agreement":null},{"id":"W3191376126","doi":"10.1080/00107514.2021.1946264","title":"Discovering gravitational waves with Advanced LIGO","year":2020,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation of Sri Lanka; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"LIGO; Gravitational wave; Physics; Astronomy; Neutron star; Binary black hole; General relativity; Gravitational-wave astronomy; Astrophysics; Binary number; Observational astronomy; Gravitational-wave observatory; Black hole (networking); Coalescence (physics); Theoretical physics; Computer science; Computer security; Telescope","score_opus":0.030037361783979286,"score_gpt":0.3026381499735748,"score_spread":0.2726007881895955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191376126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8765968,0.00039004197,0.025972752,0.005787894,0.00015244739,0.0009688787,0.0018829841,0.00007564815,0.08817255],"genre_scores_gemma":[0.9961977,7.1362587e-7,0.001155535,0.00025466128,0.00041038063,0.000025752106,0.00073129823,0.000023238412,0.0012007478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99914527,0.00002387558,0.00014153132,0.00024616547,0.00026785032,0.00017533687],"domain_scores_gemma":[0.99952173,0.000067743866,0.000068626105,0.000116901145,0.000082429615,0.00014254205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029063434,0.0001425819,0.00016243773,0.000013775507,0.00010482768,0.000057207468,0.00015056791,0.00001255573,0.000048723272],"category_scores_gemma":[0.000004020937,0.00011959591,0.00007096964,0.00020363106,0.00006801159,0.000451168,0.000053036267,0.00014694691,0.00005607131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008626854,0.0006160553,0.095629565,0.0001586158,0.0006620032,0.00004848268,0.004999501,0.006947027,0.05521071,0.7947957,0.011180237,0.028889444],"study_design_scores_gemma":[0.010989912,0.002254489,0.06893928,0.00035401064,0.00008172817,0.0000026386365,0.008133199,0.016221005,0.041897453,0.75528747,0.09278943,0.003049357],"about_ca_topic_score_codex":0.000007579261,"about_ca_topic_score_gemma":1.1678911e-7,"teacher_disagreement_score":0.11960087,"about_ca_system_score_codex":0.000007792503,"about_ca_system_score_gemma":0.00014543177,"threshold_uncertainty_score":0.487698},"labels":[],"label_agreement":null},{"id":"W4313640143","doi":"10.1080/00107514.2022.2157886","title":"Cosmic analogies: How natural systems emulate the universe","year":2022,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"COSMIC cancer database; Natural (archaeology); Universe; Physics; Astronomy; Theoretical physics; Astrophysics; History","score_opus":0.03885024748530973,"score_gpt":0.2403193610103724,"score_spread":0.2014691135250627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313640143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86293733,0.0017210988,0.0037410706,0.007940399,0.009433108,0.0018759229,0.00053191575,0.00032081842,0.11149833],"genre_scores_gemma":[0.99538124,9.478256e-7,0.0000049199302,0.00013668588,0.00060443406,0.00003483891,0.000080019316,0.000012878718,0.003744055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998997,0.00014924319,0.000120337696,0.00023443914,0.00026547787,0.00023352519],"domain_scores_gemma":[0.99934036,0.000071603914,0.00014552967,0.0003566149,0.00003351285,0.000052411742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018746294,0.00014577522,0.00017410038,0.000023897874,0.00059968984,0.00016205691,0.00048714658,0.000010637012,0.000039149236],"category_scores_gemma":[0.0000024287667,0.000106964915,0.00012622515,0.00036101,0.000107615204,0.00037988153,0.00026171128,0.000290177,0.000025966463],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025334206,0.00038933544,0.036074374,0.000028419972,0.0005101446,0.00006319505,0.0042621563,0.030061625,0.005752509,0.49877024,0.41197598,0.0118586775],"study_design_scores_gemma":[0.003931054,0.0004436223,0.0018754288,0.00005305352,0.000107407475,0.0000070147994,0.12105039,0.07843525,0.001153344,0.03448692,0.75687116,0.0015853312],"about_ca_topic_score_codex":0.00040554997,"about_ca_topic_score_gemma":7.2196303e-7,"teacher_disagreement_score":0.46428332,"about_ca_system_score_codex":0.00003551951,"about_ca_system_score_gemma":0.00019395642,"threshold_uncertainty_score":0.461239},"labels":[],"label_agreement":null},{"id":"W4367677726","doi":"10.1080/00107514.2023.2203674","title":"Discovering the nature of light: the science and the story <b>Discovering the nature of light: the science and the story</b> , by Norval Fortson, Seattle, USA, University of Washington, 2022, 220 pp., 68 USD (hardback), ISBN: 978-981-124-959-4. Scope: general interest. Level: general readership","year":2022,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering physics; Physics","score_opus":0.14504550184158474,"score_gpt":0.3239793416939949,"score_spread":0.17893383985241015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367677726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175047,0.013060834,0.00003740872,0.062431224,0.0006918067,0.0012020173,0.00021204779,0.00002085567,0.004839066],"genre_scores_gemma":[0.9952595,0.0024306555,0.000014331831,0.0010060547,0.00021607798,0.000016167849,0.00001107782,0.000017758977,0.0010283702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958005,0.0016630078,0.00029727683,0.00043367967,0.0014379196,0.00036763016],"domain_scores_gemma":[0.9968331,0.0008878468,0.0006054605,0.0011752949,0.0004219485,0.00007633437],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008533636,0.00024050233,0.00033632823,0.00005330645,0.0063661775,0.0002667747,0.0036086594,0.000106935615,0.00003831193],"category_scores_gemma":[0.00038992206,0.00011221182,0.0001481751,0.0013585645,0.012360779,0.0010059001,0.0018204318,0.0016567004,9.861521e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012001774,0.00026815938,0.0036123204,0.00016360379,0.00022470982,0.0000028672334,0.60416013,0.0003718121,0.059535757,0.25296172,0.07035363,0.0071451035],"study_design_scores_gemma":[0.00413136,0.00026477964,0.018564008,0.00032988508,0.00028485528,0.00001182019,0.555689,0.0045724795,0.009518933,0.002990948,0.40273672,0.0009052716],"about_ca_topic_score_codex":0.0021126005,"about_ca_topic_score_gemma":0.0017906202,"teacher_disagreement_score":0.3323831,"about_ca_system_score_codex":0.00022189363,"about_ca_system_score_gemma":0.0009654318,"threshold_uncertainty_score":0.9949274},"labels":[],"label_agreement":null},{"id":"W4379387823","doi":"10.1080/00107514.2023.2217790","title":"An object-oriented python cookbook in quantum information theory and quantum computing <b>An object-oriented python cookbook in quantum information theory and quantum computing</b> , byM. S. Ramkarthik and Pranay Barkataki, Boca Raton, FL, CRC Press, Taylor &amp; Francis Group, 2023, 84, 104 USD (hardback), ISBN: 978-1032256078. Scope: handbook. Level: postgraduate.","year":2023,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Python (programming language); Computer science; Quantum; Quantum computer; Theoretical computer science; Computational science; Programming language; Physics; Quantum mechanics","score_opus":0.07043869095094146,"score_gpt":0.32946806831910797,"score_spread":0.2590293773681665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379387823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7739985,0.0030835636,0.21438065,0.0002902303,0.0025108664,0.0034364793,0.00074315065,0.0007832095,0.0007733771],"genre_scores_gemma":[0.9950531,0.00019455708,0.0005006389,0.00088662555,0.00019790806,0.000052719846,0.002832224,0.00009534679,0.00018687277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9870424,0.0034095307,0.0036265634,0.00210838,0.0023835865,0.0014294902],"domain_scores_gemma":[0.99078697,0.0033556356,0.0019298523,0.0023029717,0.00096073915,0.00066383125],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02106284,0.0011712925,0.0015967481,0.0016447598,0.0012457719,0.0025379814,0.001369229,0.00042833004,0.00002515927],"category_scores_gemma":[0.0028449064,0.0010897524,0.00020322113,0.0029179908,0.0010813695,0.009975556,0.0015320084,0.0011245466,0.00021475932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013232614,0.0025762082,0.04493127,0.0022606482,0.0005741582,0.00028670952,0.14951026,0.015348939,0.0028728878,0.3368141,0.13734867,0.2942435],"study_design_scores_gemma":[0.0071626627,0.0008927384,0.033977456,0.00090490596,0.00007302298,0.000032031756,0.01570197,0.8827909,0.00025599616,0.022829998,0.03360249,0.0017757887],"about_ca_topic_score_codex":0.0011263031,"about_ca_topic_score_gemma":0.00037829945,"teacher_disagreement_score":0.867442,"about_ca_system_score_codex":0.00017768709,"about_ca_system_score_gemma":0.0003591555,"threshold_uncertainty_score":0.9991553},"labels":[],"label_agreement":null},{"id":"W4408692279","doi":"10.1080/00107514.2025.2469974","title":"Quantum multiphase estimation","year":2024,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Agencia Estatal de Investigación; European Commission","keywords":"Quantum; Physics; Statistical physics; Quantum mechanics","score_opus":0.032465568225976404,"score_gpt":0.27274328805276565,"score_spread":0.24027771982678925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408692279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015543725,0.0005699841,0.9808627,0.00057205366,0.00089209067,0.00011685821,0.000005051894,0.0007869266,0.014639976],"genre_scores_gemma":[0.9907543,0.0000069812295,0.008531504,0.00046739183,0.0000856847,0.000014874684,0.000023805575,0.000008138735,0.00010733629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992645,0.000024287368,0.00020348601,0.00019226345,0.00018956246,0.00012589496],"domain_scores_gemma":[0.99945384,0.000056432178,0.000041991923,0.00033700588,0.00004171065,0.00006904352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012701728,0.00011168441,0.000094403054,0.0000832625,0.000073945244,0.0003793047,0.000341346,0.000032532484,0.0000074083887],"category_scores_gemma":[0.000007849097,0.00010027109,0.000099316596,0.00042642653,0.000033746506,0.002351604,0.00006328457,0.000108885055,0.0006630413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019699726,0.00003121659,0.00001733982,0.000043770913,0.0000150448095,0.000012376666,0.0012319881,0.00011621528,0.0002131132,0.8971298,0.017058477,0.08412871],"study_design_scores_gemma":[0.0001401725,0.000031804928,0.000031189124,0.00003931601,0.0000018793493,0.0000024561332,0.00002230258,0.890203,0.0012538306,0.065360434,0.042782713,0.00013091064],"about_ca_topic_score_codex":0.0000035581475,"about_ca_topic_score_gemma":1.3382999e-7,"teacher_disagreement_score":0.98919994,"about_ca_system_score_codex":0.000012443226,"about_ca_system_score_gemma":0.000106927786,"threshold_uncertainty_score":0.8522276},"labels":[],"label_agreement":null}]}