{"meta":{"query_hash":"38ed07770681","filters":{"venue":"Ab imperio"},"cohort_total":30,"direct_labels_cover":1,"predictions_cover":30,"exported":30,"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/38ed07770681","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ab+imperio"},"results":[{"id":"W1416827370","doi":"10.1353/imp.2011.0039","title":"Українофіли: світ українських патріотів другої половини ХІХ століття по Сергій Єкельчик (review)","year":2011,"lang":"uk","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Empire; History; Ancient history; Political science; Economic history; Humanities; Art; Philosophy","score_opus":0.09333009754731948,"score_gpt":0.2900733423355739,"score_spread":0.19674324478825445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1416827370","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0982151,0.20932391,0.000050402887,0.002058716,0.0072414903,0.0018025681,0.00011259985,0.0005563521,0.68063885],"genre_scores_gemma":[0.4757888,0.48599735,0.00039777227,0.00464161,0.001697839,0.0000521823,0.000048513568,0.00021555928,0.031160379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929024,0.0012402291,0.0014934833,0.0011317132,0.0011336689,0.0020985354],"domain_scores_gemma":[0.99539644,0.000162829,0.00077542634,0.0023396784,0.00033152936,0.0009941307],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002439974,0.0010036511,0.0012706179,0.00020656978,0.0017128822,0.00025344625,0.0034409224,0.0005396058,0.008869778],"category_scores_gemma":[0.00030551158,0.00078230223,0.0008536191,0.0010556511,0.0016321912,0.0010078688,0.0012278669,0.0013113872,0.015348938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034269041,0.002248356,0.020604663,0.0033331725,0.0011825326,0.0010211748,0.11275676,0.0000017966562,0.0010305159,0.03206576,0.523335,0.30207762],"study_design_scores_gemma":[0.0011006175,0.00062508526,0.013563417,0.0024334488,0.0003689135,0.000077572004,0.008854686,0.00001995865,0.00029230074,0.0002680519,0.9706767,0.0017192473],"about_ca_topic_score_codex":0.0073331576,"about_ca_topic_score_gemma":0.0014013856,"teacher_disagreement_score":0.6494785,"about_ca_system_score_codex":0.00024691908,"about_ca_system_score_gemma":0.00083279377,"threshold_uncertainty_score":0.99958676},"labels":[],"label_agreement":null},{"id":"W1960309843","doi":"10.1353/imp.2008.0073","title":"Projects for Political Reform in Russia in the First Quarter of the Nineteenth Century","year":2008,"lang":"ru","type":"article","venue":"Ab imperio","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Politics; Political science; Economic history; Political economy; History; Economics; Archaeology; Law","score_opus":0.024737791349621095,"score_gpt":0.3014561230571419,"score_spread":0.2767183317075208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960309843","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":[0.9256125,0.00038855005,0.000002550473,0.019501846,0.00084568094,0.0016451216,0.000071821836,0.000017338203,0.051914565],"genre_scores_gemma":[0.9974001,0.00043318782,0.00007169748,0.0013446154,0.00035878996,0.00021142999,0.0000043098994,0.000023172948,0.00015270042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99669033,0.0003171574,0.00065406866,0.0003709702,0.00068014604,0.0012873228],"domain_scores_gemma":[0.9983525,0.00075508555,0.0001422447,0.0005645235,0.000059312155,0.0001263312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009016673,0.00024488335,0.00038216717,0.00008661077,0.0005409472,0.000049774528,0.0011083754,0.00035026367,0.0000800695],"category_scores_gemma":[0.0005412171,0.00014475695,0.00026864858,0.0007343223,0.0020157234,0.00015438943,0.00013100427,0.0005447737,0.00001782311],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036969326,0.00028260978,0.089942075,0.00006946245,0.00001435016,0.00000989918,0.03758374,0.0000011430493,0.0000039004103,0.87053233,0.0014563365,0.000067166366],"study_design_scores_gemma":[0.0017443086,0.00033090703,0.8612858,0.00028006206,0.000043893033,0.00002065817,0.10622233,0.00078642234,0.000042967466,0.00900106,0.01977141,0.00047019272],"about_ca_topic_score_codex":0.015010144,"about_ca_topic_score_gemma":0.0061580366,"teacher_disagreement_score":0.86153126,"about_ca_system_score_codex":0.0011198106,"about_ca_system_score_gemma":0.0006282325,"threshold_uncertainty_score":0.991549},"labels":[],"label_agreement":null},{"id":"W1966773298","doi":"10.1353/imp.2013.0017","title":"Итак, как мы понимаем свободу? (Генеалогия свободы). Лекция в университете Нового Южного Уэльса 30 августа 2012 г.","year":2013,"lang":"en","type":"article","venue":"Ab imperio","topic":"Hannah Arendt's Political Philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coercion (linguistics); Negative liberty; Philosophy; Mill; Epistemology; Interpretation (philosophy); Individualism; Law; Politics; Sociology; Political science; History","score_opus":0.022933851221482105,"score_gpt":0.3084148816434101,"score_spread":0.28548103042192796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966773298","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":[0.42469573,0.002216585,0.00015729819,0.027758874,0.0032501172,0.0018170162,0.000109241926,0.0011076102,0.5388875],"genre_scores_gemma":[0.97946745,0.00054542185,0.0005472379,0.004467453,0.0032453302,0.00019567365,0.000031970732,0.00012559281,0.011373895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937752,0.0005445114,0.0008472568,0.0009956632,0.001368328,0.0024690349],"domain_scores_gemma":[0.99613756,0.0004700466,0.00023519003,0.00113687,0.00044064605,0.0015796836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000866959,0.0006321333,0.000740079,0.00025489784,0.0012821631,0.0006353314,0.001450038,0.0005839906,0.022525169],"category_scores_gemma":[0.0009609794,0.0006141291,0.0004196734,0.00076476374,0.0014691043,0.0018537305,0.0003916789,0.00075541425,0.031420793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037280468,0.0005979638,0.005151447,0.00009079246,0.00022336814,0.00007410373,0.009673594,0.000013170364,0.0028040607,0.40343612,0.5564572,0.021440854],"study_design_scores_gemma":[0.0013052904,0.0003138802,0.022719461,0.00010534665,0.000100166544,0.000016238855,0.0031037366,0.000063898224,0.0010567093,0.042083897,0.9273944,0.0017369775],"about_ca_topic_score_codex":0.011597854,"about_ca_topic_score_gemma":0.0005622353,"teacher_disagreement_score":0.5547717,"about_ca_system_score_codex":0.0004637326,"about_ca_system_score_gemma":0.0006533899,"threshold_uncertainty_score":0.999631},"labels":[],"label_agreement":null},{"id":"W2016819153","doi":"10.1353/imp.2012.0096","title":"Русский ориентализм и литературоведение: границы и возможности","year":2012,"lang":"ru","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empire; Scholarship; Title page; History; Classics; Art; Ancient history; Art history; Political science; Philosophy; Law","score_opus":0.02403670720012199,"score_gpt":0.2982630073895821,"score_spread":0.27422630018946015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016819153","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":[0.32725155,0.055439796,0.00002259329,0.0024230168,0.018435039,0.000750822,0.000073549054,0.00038524737,0.59521836],"genre_scores_gemma":[0.9539831,0.008136403,0.00022576246,0.0011849895,0.0067248875,0.000041259253,0.000019614243,0.00008869027,0.029595247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541366,0.00046281386,0.00062499935,0.00057302025,0.0009503347,0.0019751957],"domain_scores_gemma":[0.9975113,0.0002324789,0.00029759255,0.00077348965,0.0000977505,0.0010873519],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014122985,0.00051881594,0.0006131651,0.00018023589,0.0016024617,0.00019613812,0.0008525607,0.00063795585,0.011347056],"category_scores_gemma":[0.00026290098,0.00050214154,0.00045322996,0.00074584753,0.0010969022,0.0010203777,0.00020423677,0.00064452545,0.012595876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007286342,0.0007018373,0.06674147,0.000103180195,0.00021577827,0.00003877852,0.07604073,0.0000010179739,0.0011082591,0.043107025,0.76967686,0.042192217],"study_design_scores_gemma":[0.0005111308,0.000097776,0.058034644,0.000064157335,0.00013418631,0.000011869167,0.0096948035,0.0000059260465,0.0001558011,0.000056899586,0.9304847,0.00074809324],"about_ca_topic_score_codex":0.0023403105,"about_ca_topic_score_gemma":0.0002561594,"teacher_disagreement_score":0.6267316,"about_ca_system_score_codex":0.00063818996,"about_ca_system_score_gemma":0.0006131289,"threshold_uncertainty_score":0.99974304},"labels":[],"label_agreement":null},{"id":"W2099728792","doi":"10.1353/imp.2005.0101","title":"Writing History in Twentieth-Century Russia: A View From Within by Alter L. Litvin (review)","year":2005,"lang":"en","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empire; Geopolitics; Politics; Nationalism; Power (physics); History; Pluralism (philosophy); Sociology; Political science; Law; Classics; Epistemology; Philosophy","score_opus":0.014902682359623921,"score_gpt":0.2712006208930002,"score_spread":0.25629793853337623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099728792","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068968676,0.87274814,0.0000035707096,0.002656292,0.0016134644,0.00039388216,0.000010580742,0.000119703305,0.053485695],"genre_scores_gemma":[0.41890925,0.5558344,0.0012495988,0.016517341,0.0018611646,0.00014411322,0.00005077368,0.0000726588,0.005360678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804074,0.0003142712,0.0005001235,0.0003766545,0.00033906222,0.00042914975],"domain_scores_gemma":[0.9992596,0.00007927989,0.00017421109,0.00027410936,0.000025509096,0.0001873206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008750531,0.00018488955,0.00035750083,0.00006396885,0.00020790265,0.000024141293,0.00035632693,0.00016154235,0.002873844],"category_scores_gemma":[0.000111827474,0.00017919557,0.0001324034,0.00018142062,0.00027001774,0.00034455908,0.00003805237,0.00034633407,0.0004983525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008329648,0.000108126005,0.0017647245,0.000079280646,0.00001607292,0.000013402169,0.010300818,3.0248307e-7,0.00094365806,0.0013023245,0.94716156,0.038301375],"study_design_scores_gemma":[0.0002855221,0.000011578554,0.0014745732,0.0005440289,0.000020335383,7.5887357e-7,0.000833274,0.000006189545,0.00002247367,0.000009534104,0.996546,0.0002457845],"about_ca_topic_score_codex":0.0044634324,"about_ca_topic_score_gemma":0.0014817404,"teacher_disagreement_score":0.34994057,"about_ca_system_score_codex":0.0012598728,"about_ca_system_score_gemma":0.00038444396,"threshold_uncertainty_score":0.99803764},"labels":[],"label_agreement":null},{"id":"W2136178972","doi":"10.1353/imp.2006.0008","title":"Stalin’s Empire of Memory. Russian-Ukrainian Relations in the Soviet Historical Imagination by Serhy Yekelchyk (review)","year":2006,"lang":"en","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Empire; History; Political science; Economic history; Ancient history; Philosophy; Linguistics","score_opus":0.009947041620233927,"score_gpt":0.2723621517109357,"score_spread":0.2624151100907018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136178972","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":[0.31133988,0.07007473,0.000059104346,0.045094337,0.0006047369,0.0010052051,0.000050543935,0.00010964377,0.57166183],"genre_scores_gemma":[0.9860315,0.0078352485,0.00008005568,0.0005621349,0.0001216311,0.000011994998,0.00003937692,0.000012525692,0.0053055617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987337,0.00036087004,0.0003096083,0.000118672055,0.00028387262,0.00019325121],"domain_scores_gemma":[0.9994558,0.000061073784,0.00013032118,0.00027833672,0.00003939018,0.000035090943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009143095,0.00008688068,0.00014741441,0.000043405238,0.00027200562,0.000024289218,0.00039846989,0.000051584728,0.00014644272],"category_scores_gemma":[0.00006441143,0.000056259727,0.00007337152,0.00029326123,0.0001668287,0.00021175569,0.000037986712,0.00015790938,0.000044685185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012545418,0.0007996943,0.05131109,0.00023333944,0.000022637601,0.000022265547,0.070701666,0.000014461376,0.000451714,0.029606333,0.79946405,0.04736021],"study_design_scores_gemma":[0.00022206531,0.000026161257,0.028022043,0.000100799385,0.000013876006,0.0000021929634,0.0022598095,0.000011342647,0.000008089597,0.00011641308,0.9690949,0.00012233794],"about_ca_topic_score_codex":0.008626821,"about_ca_topic_score_gemma":0.0033913227,"teacher_disagreement_score":0.67469156,"about_ca_system_score_codex":0.00014699556,"about_ca_system_score_gemma":0.000097947624,"threshold_uncertainty_score":0.9979748},"labels":[],"label_agreement":null},{"id":"W2151780032","doi":"10.1353/imp.2010.0033","title":"Western Ukraine in Conflict with Poland and Bolshevism, 1918–1923 by Vasyl Kuchabsky (review)","year":2010,"lang":"en","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Ancient history; Geography; History","score_opus":0.008023559940255807,"score_gpt":0.27242294844143733,"score_spread":0.2643993885011815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151780032","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":[0.9498348,0.025429955,0.0000039872352,0.0008755237,0.00016942152,0.00031079687,0.0000119323795,0.000049071226,0.023314474],"genre_scores_gemma":[0.92267364,0.07354486,0.000046118777,0.0010740678,0.0001661218,0.00000920033,0.000012188084,0.000023784649,0.0024500233],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899715,0.000105653635,0.00018701357,0.00016801809,0.00018189188,0.00036029602],"domain_scores_gemma":[0.9993944,0.000043637334,0.00007074189,0.0002770234,0.000028261358,0.00018592985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005435628,0.00013940808,0.0002211033,0.00003559847,0.00020605586,0.000065445456,0.0002743181,0.000069986105,0.000109341054],"category_scores_gemma":[0.000032955955,0.000089891946,0.000027426971,0.00013037145,0.00033335816,0.00022575537,0.0000921719,0.00031961137,0.00006690644],"study_design_candidate":"observational","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":[0.0000624338,0.0002574224,0.86634535,0.00035607765,0.00006135885,0.00005077985,0.022268385,1.6173497e-7,0.007744284,0.0018048141,0.0122293765,0.088819586],"study_design_scores_gemma":[0.00053750986,0.000071065544,0.07294495,0.00020486284,0.00001246579,0.000020819227,0.00060497795,0.0000011617389,0.000029764164,0.0000018212954,0.9253588,0.00021184233],"about_ca_topic_score_codex":0.0029768483,"about_ca_topic_score_gemma":0.007866147,"teacher_disagreement_score":0.9131294,"about_ca_system_score_codex":0.000013961715,"about_ca_system_score_gemma":0.000055482244,"threshold_uncertainty_score":0.4500124},"labels":[],"label_agreement":null},{"id":"W2163374151","doi":"10.1353/imp.2005.0010","title":"Россия и Чечня: История противоборства. Корни сепаратистского конфликта по Джон Данлоп, Russia Confronts Chechnya: Roots of a Separatist Conflict by John B. Dunlop (review)","year":2005,"lang":"ru","type":"article","venue":"Ab imperio","topic":"Cultural, Linguistic, Economic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tatar; Elite; National identity; Ethnic group; Politics; Population; State (computer science); Political science; Identity (music); Sociology; Political economy; Representation (politics); Gender studies; Law; Aesthetics; Linguistics; Art","score_opus":0.02357494159215569,"score_gpt":0.3238345589446624,"score_spread":0.3002596173525067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163374151","genre_codex":"review","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":[0.26913717,0.54317534,0.000025166419,0.006902212,0.0047188206,0.0038851774,0.0014433236,0.00039744066,0.17031533],"genre_scores_gemma":[0.63212425,0.3342314,0.00060672156,0.0027089468,0.0027716244,0.0002324103,0.00014779056,0.00014501032,0.027031884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920713,0.00041314898,0.002861746,0.0016488164,0.0010134754,0.0019915707],"domain_scores_gemma":[0.99467725,0.00059995416,0.00195691,0.0012610421,0.00075001264,0.0007548282],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0018351972,0.0013011922,0.002898778,0.00016943186,0.0012799174,0.00027601048,0.0016862515,0.000708112,0.0062113744],"category_scores_gemma":[0.0022031255,0.001268901,0.0008294477,0.00080091844,0.002245174,0.0005727675,0.0005858596,0.0008376133,0.002822775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094605995,0.0004464335,0.0035000304,0.00066411175,0.00088330917,0.000025691803,0.008420426,0.000011639961,0.002956122,0.004920618,0.9689954,0.009081595],"study_design_scores_gemma":[0.0019009513,0.0002813615,0.0076998514,0.0012293133,0.0006208685,0.00002526521,0.0037208644,0.00017329755,0.0011494259,0.0000350806,0.9816057,0.0015580363],"about_ca_topic_score_codex":0.0061508794,"about_ca_topic_score_gemma":0.005446358,"teacher_disagreement_score":0.36298704,"about_ca_system_score_codex":0.0009999516,"about_ca_system_score_gemma":0.0009168934,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W2169717755","doi":"10.1353/imp.2005.0058","title":"Коріння ідентичностi. Студії з ранньомодерної та модерної історії України по Зенон Когут (review)","year":2005,"lang":"uk","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Historiography; Empire; State (computer science); Humanities; Classics; Philosophy; Art; History; Ancient history; Archaeology","score_opus":0.012884619047457307,"score_gpt":0.30829918253537775,"score_spread":0.29541456348792045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169717755","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01887546,0.45765215,0.000028453214,0.01628295,0.007073651,0.0018074972,0.00008412108,0.0005551967,0.49764052],"genre_scores_gemma":[0.31325138,0.57979333,0.0009278141,0.01358192,0.008847181,0.00020422337,0.00006702741,0.00024775398,0.0830794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921577,0.0008309885,0.0016000587,0.0015355519,0.0015497784,0.0023259434],"domain_scores_gemma":[0.99589056,0.0002821282,0.0007312844,0.0015873915,0.0002905272,0.0012181047],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020248923,0.0010658393,0.0015226861,0.00028663158,0.001985701,0.0002507283,0.001978266,0.00090725505,0.02551546],"category_scores_gemma":[0.0004921798,0.001030468,0.0010899738,0.0014293088,0.0016981574,0.0010656773,0.00038302565,0.0012473235,0.020282673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047913727,0.00037281678,0.0015765141,0.0005283459,0.00017057234,0.000065023676,0.007998735,0.000005828624,0.00024221391,0.007012144,0.8860734,0.09590648],"study_design_scores_gemma":[0.0009765396,0.00021341942,0.005235974,0.0010956413,0.0003390112,0.000028520237,0.0024020204,0.000051873216,0.0000880644,0.000048301707,0.9881168,0.0014038434],"about_ca_topic_score_codex":0.002155954,"about_ca_topic_score_gemma":0.0019009254,"teacher_disagreement_score":0.41456112,"about_ca_system_score_codex":0.0013213009,"about_ca_system_score_gemma":0.002200741,"threshold_uncertainty_score":0.9993136},"labels":[],"label_agreement":null},{"id":"W2170040239","doi":"10.1353/imp.2006.0086","title":"L’état c’est nous? Местное гражданство, имперское подданство и ревизия государственных учреждений в Казанской губернии (1819–1820 гг.)","year":2006,"lang":"en","type":"article","venue":"Ab imperio","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Bureaucracy; Economic Justice; State (computer science); Political science; Principal (computer security); Law; Public administration; Intervention (counseling); Power (physics); Quarter (Canadian coin); Population; Politics; Tribunal; Emperor; History; Sociology; Computer security; Psychology; Ancient history; Demography; Computer science; Archaeology","score_opus":0.014410753313589245,"score_gpt":0.3109793374834807,"score_spread":0.29656858416989146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170040239","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":[0.63244325,0.003688025,0.000040872637,0.010983272,0.0020007635,0.0007602282,0.00010121457,0.0007888702,0.34919348],"genre_scores_gemma":[0.9573781,0.0016486453,0.000529978,0.0017883652,0.0047504394,0.00005463148,0.000066722176,0.00009925294,0.03368385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489653,0.0004539426,0.0008313375,0.00085288467,0.0011484992,0.0018167999],"domain_scores_gemma":[0.9976381,0.00039894303,0.00031748836,0.0007871122,0.00026004598,0.0005983135],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011674226,0.0005980536,0.0007048573,0.00023445678,0.0016598509,0.0006708627,0.001124301,0.0005072693,0.0021648158],"category_scores_gemma":[0.0004366423,0.00055553834,0.00039137094,0.0009925555,0.0009755204,0.0009340538,0.0002097423,0.00056736765,0.003588091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020540594,0.00086844654,0.033803318,0.00013346328,0.00019945765,0.00035002772,0.035771575,0.00011056707,0.00766256,0.22351943,0.6754248,0.02195091],"study_design_scores_gemma":[0.00070979795,0.00015053374,0.0087042255,0.0000492289,0.00006336818,0.000019385114,0.0019451223,0.000025938247,0.0019427255,0.0020368705,0.98352325,0.0008295668],"about_ca_topic_score_codex":0.10484538,"about_ca_topic_score_gemma":0.015795745,"teacher_disagreement_score":0.32493484,"about_ca_system_score_codex":0.00033068302,"about_ca_system_score_gemma":0.0007104652,"threshold_uncertainty_score":0.99968964},"labels":[],"label_agreement":null},{"id":"W2177917976","doi":"10.1353/imp.2009.0094","title":"Colonialism, Bolsheviks, and Ukraine","year":2009,"lang":"en","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Communism; Political science; Colonialism; Context (archaeology); Power (physics); Economic history; Peace treaty; Law; History; Politics; Philosophy","score_opus":0.010489033336418555,"score_gpt":0.29331991649109723,"score_spread":0.2828308831546787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177917976","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":[0.77328914,0.006148159,0.0000040123823,0.0076683243,0.00049852795,0.00016426551,0.0000019072843,0.00012873173,0.21209693],"genre_scores_gemma":[0.99347246,0.0027110248,0.00013347088,0.0010541535,0.00037362688,0.0000026633643,0.0000010725341,0.0000040570153,0.002247472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994542,0.000045372308,0.00007539622,0.000114817725,0.00012446789,0.00018574989],"domain_scores_gemma":[0.99974585,0.00002333628,0.000024106175,0.00008402707,0.000015572828,0.00010712689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020947507,0.000055044897,0.00008933313,0.00002617024,0.00038357676,0.000042541298,0.00008751407,0.00006673603,0.00020698174],"category_scores_gemma":[0.000060365583,0.000050731378,0.000026889358,0.00009316287,0.00018787499,0.0000949458,0.000008878356,0.000060253486,0.00005211753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050924118,0.00015976018,0.004624058,0.0000099293065,0.000021165208,0.00006646292,0.055918526,3.264805e-7,0.003626644,0.26049796,0.5059173,0.16910695],"study_design_scores_gemma":[0.00016137699,0.000052057334,0.036213983,0.000005085156,0.000005492468,0.0000016565781,0.0004818221,0.00000131836,0.000022484179,0.00015422689,0.9628111,0.00008939173],"about_ca_topic_score_codex":0.0006149344,"about_ca_topic_score_gemma":0.00017597128,"teacher_disagreement_score":0.4568938,"about_ca_system_score_codex":0.000050413317,"about_ca_system_score_gemma":0.00009898253,"threshold_uncertainty_score":0.2950201},"labels":[],"label_agreement":null},{"id":"W2180505340","doi":"10.1353/imp.2006.0055","title":"What Became of Peter’s Dream? Court Culture in the Reign of Nicholas II by Anne C. Odom (review)","year":2006,"lang":"en","type":"article","venue":"Ab imperio","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reign; Dream; Art; Ancient history; History; Environmental ethics; Law; Philosophy; Political science; Psychology; Politics; Neuroscience","score_opus":0.013152082881138465,"score_gpt":0.3142945124557917,"score_spread":0.30114242957465326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180505340","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":[0.57195663,0.3131403,0.000004424958,0.0034902806,0.0003602962,0.0006995214,0.00003111097,0.000037519534,0.1102799],"genre_scores_gemma":[0.9001191,0.095034495,0.000052200405,0.0016065757,0.00013971895,0.000024344403,0.000013999618,0.000008343224,0.0030011863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987403,0.00017053062,0.0003470101,0.00015217903,0.00036027306,0.00022968989],"domain_scores_gemma":[0.99938947,0.00008025099,0.00015225084,0.00023050177,0.00010074776,0.00004678268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064089213,0.000095463365,0.0002555117,0.000025070072,0.00017658898,0.000025718111,0.00041559778,0.000088833556,0.00016464398],"category_scores_gemma":[0.00017610284,0.00006551947,0.00010078275,0.00038866833,0.00028132397,0.00044695853,0.000028759892,0.00013557012,0.000020076714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011142314,0.00024070127,0.0018572586,0.000066335924,0.000007681479,0.000004868405,0.012489865,0.0000027050326,0.005354259,0.006253006,0.9721245,0.0015876612],"study_design_scores_gemma":[0.00020345826,0.00010021168,0.0015225274,0.0002671353,0.000015898006,0.0000011124598,0.0028502194,7.126459e-7,0.00037234926,0.00023367937,0.9943238,0.000108922206],"about_ca_topic_score_codex":0.0051396484,"about_ca_topic_score_gemma":0.0006064409,"teacher_disagreement_score":0.3281625,"about_ca_system_score_codex":0.00007096082,"about_ca_system_score_gemma":0.00009462977,"threshold_uncertainty_score":0.77696455},"labels":[],"label_agreement":null},{"id":"W2189191078","doi":"10.1353/imp.2004.0006","title":"Virtual Roundtable Reflections on Memory, Empire, and Nation","year":2004,"lang":"en","type":"article","venue":"Ab imperio","topic":"Colonial History and Postcolonial Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Historiography; Empire; Nation state; Subject (documents); History; Criticism; Politics; Sociology; Teleology; State (computer science); Successor cardinal; Narrative; Epistemology; Political science; Law; Literature; Philosophy; Art","score_opus":0.059578060222229175,"score_gpt":0.36007052969324976,"score_spread":0.3004924694710206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189191078","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":[0.9031493,0.00045293913,0.00003811735,0.005275375,0.0010854369,0.00019251688,0.0000036363826,0.00009487344,0.08970781],"genre_scores_gemma":[0.98893976,0.00067499257,0.00004554075,0.0004980406,0.00036003903,0.000022027089,0.0000011497489,0.000005435041,0.009452986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999387,0.00005232021,0.000084039224,0.00014269252,0.00015978048,0.0001741461],"domain_scores_gemma":[0.99973804,0.000060171278,0.000030564115,0.00006465559,0.000043082746,0.00006347414],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020707953,0.000066190674,0.00008580878,0.00004279574,0.0017173479,0.00008327834,0.00006150882,0.000064017615,0.000045638983],"category_scores_gemma":[0.00013286386,0.000067676076,0.00002682782,0.00017416116,0.00017183344,0.0002830016,0.000020500163,0.00008540473,0.000057358797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003368949,0.0004251146,0.0016220402,0.000013826247,0.00009920597,0.00002903262,0.19275796,0.00039271257,0.0026499366,0.7351495,0.025801478,0.04072229],"study_design_scores_gemma":[0.00039490068,0.0004040148,0.0036318284,0.000012959441,0.000012418062,0.0000018841188,0.0027929556,3.9820594e-7,0.0001842267,0.0010150198,0.9914062,0.00014320223],"about_ca_topic_score_codex":0.010809808,"about_ca_topic_score_gemma":0.04785978,"teacher_disagreement_score":0.9656047,"about_ca_system_score_codex":0.00048331465,"about_ca_system_score_gemma":0.00015844131,"threshold_uncertainty_score":0.9995823},"labels":[],"label_agreement":null},{"id":"W2190903089","doi":"10.1353/imp.2006.0129","title":"Loyalty, Dissent and Betrayal: Modern Lithuania and East-Central European Imagination by Leonidas Donskis (review)","year":2006,"lang":"en","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nationalism; Betrayal; Intelligentsia; Dissent; Frontier; Lithuanian; Ancient history; Communism; Economic history; Liberalism; History; Political science; Religious studies; Theology; Humanities; Law; Politics; Philosophy","score_opus":0.005177516439265474,"score_gpt":0.2369525202324434,"score_spread":0.23177500379317792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190903089","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":[0.81249297,0.10413065,0.0002106608,0.0034765976,0.00019414975,0.0003728755,0.000030264864,0.00014022698,0.07895161],"genre_scores_gemma":[0.94032055,0.056867078,0.00009563812,0.00027195815,0.00015494475,0.0000024540404,0.000028684095,0.000025540774,0.0022331357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987688,0.00025560512,0.00020746441,0.00022126957,0.00019994158,0.00034689603],"domain_scores_gemma":[0.99952376,0.000019494915,0.0000759423,0.00018772851,0.00003993495,0.00015313696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043627137,0.0001423298,0.00014879122,0.000027301581,0.00043328715,0.00015658383,0.00020321531,0.000030005547,0.00003161603],"category_scores_gemma":[0.000022677503,0.00010986761,0.000038261704,0.000087204426,0.00038523012,0.00026236827,0.000118860036,0.00013278758,0.000030972096],"study_design_candidate":"design_other","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":[0.00003061993,0.00044342596,0.15120411,0.0004785571,0.000059502323,0.00006733342,0.012862986,0.0000031807426,0.004978825,0.008638089,0.09665785,0.7245755],"study_design_scores_gemma":[0.0011101081,0.00013915729,0.3989369,0.00059334695,0.00008225711,0.000037748232,0.0017145346,0.00021730785,0.00009613653,0.0003854813,0.5958994,0.00078762934],"about_ca_topic_score_codex":0.0016524185,"about_ca_topic_score_gemma":0.00046747513,"teacher_disagreement_score":0.7237879,"about_ca_system_score_codex":0.00003398206,"about_ca_system_score_gemma":0.000028161256,"threshold_uncertainty_score":0.4480271},"labels":[],"label_agreement":null},{"id":"W2258073720","doi":"10.1353/imp.2008.0038","title":"Хазары и Хазария: Новые Подходы и Старые Проблемы","year":2008,"lang":"ru","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empire; Ancient history; History","score_opus":0.032211913250700976,"score_gpt":0.2710106936951937,"score_spread":0.23879878044449274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258073720","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":[0.548124,0.01724633,0.000011892234,0.00219459,0.006440516,0.0004955687,0.00002170557,0.00031399776,0.4251514],"genre_scores_gemma":[0.90641314,0.0254814,0.00021184182,0.0013024133,0.0027418565,0.000032550855,0.000013313511,0.00008048786,0.06372297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959479,0.00034277656,0.00063990627,0.00079121045,0.0009860278,0.0012921686],"domain_scores_gemma":[0.9979669,0.00018281002,0.00027953644,0.0007579776,0.00013438995,0.00067838177],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005890116,0.0004995015,0.00064599153,0.00019058886,0.002750039,0.00011921173,0.00092666276,0.00060452515,0.007077427],"category_scores_gemma":[0.00022984252,0.00049488555,0.00048248481,0.0008596675,0.001996767,0.0005136617,0.00016677969,0.00063993636,0.00798124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007917634,0.0003621186,0.018059893,0.00006892882,0.00014304458,0.0005118163,0.06367105,0.0000027086812,0.0008719625,0.0079530785,0.8951766,0.013099633],"study_design_scores_gemma":[0.0007595864,0.00018541109,0.04165021,0.0000647383,0.00006156655,0.000057937737,0.0058446564,0.0000231914,0.00015668265,0.000067827175,0.9503164,0.00081176125],"about_ca_topic_score_codex":0.004552508,"about_ca_topic_score_gemma":0.0004399263,"teacher_disagreement_score":0.36142844,"about_ca_system_score_codex":0.0005527881,"about_ca_system_score_gemma":0.0013886284,"threshold_uncertainty_score":0.99975026},"labels":[],"label_agreement":null},{"id":"W3030509359","doi":"10.1353/imp.2020.0009","title":"Ivan L. Rudnytsky: Historian, Public Figure, and Political Thinker","year":2020,"lang":"en","type":"article","venue":"Ab imperio","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Communism; Politics; Nazism; Context (archaeology); Biography; World War II; Nazi Germany; Judaism; Spanish Civil War; History; Law; Classics; Political science; Economic history; Art history; Philosophy","score_opus":0.05369619615965477,"score_gpt":0.31640979223708837,"score_spread":0.2627135960774336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030509359","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":[0.34925413,0.021881146,0.000028132448,0.34770516,0.0029047816,0.0003760848,0.000021685782,0.0003247025,0.2775042],"genre_scores_gemma":[0.9907148,0.0010236131,0.000097968485,0.004931122,0.0015517203,0.000011136125,0.0000039318334,0.000008101131,0.001657592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989289,0.000089522095,0.00013599578,0.0002172978,0.00023691262,0.00039136386],"domain_scores_gemma":[0.99924487,0.000094100986,0.000023173126,0.000101450314,0.00009126455,0.0004451498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020781199,0.0000891911,0.00014334617,0.000025800162,0.00058128795,0.00008334521,0.0001420911,0.000072078125,0.0009633051],"category_scores_gemma":[0.0008218721,0.000084507425,0.00004204258,0.0001572399,0.00036362896,0.00019509041,0.000057512963,0.00011549434,0.00014510553],"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":[0.0000048859356,0.00003509223,0.013517145,0.000016181573,0.000021165213,0.0000024075528,0.05416686,1.1773472e-8,0.000022377571,0.50819355,0.42286545,0.0011548758],"study_design_scores_gemma":[0.000103958504,0.00002808459,0.008171664,0.0000024202914,0.000008611422,5.0126033e-7,0.016606877,0.0000031672862,0.0000037404839,0.0010910823,0.97387165,0.00010827079],"about_ca_topic_score_codex":0.002715528,"about_ca_topic_score_gemma":0.0006076677,"teacher_disagreement_score":0.6414607,"about_ca_system_score_codex":0.000094871095,"about_ca_system_score_gemma":0.00025721866,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W4205524987","doi":"10.1353/imp.2021.0068","title":"Lviv's Uncertain Destination: A City and Its Train Terminal from Franz Joseph I to Brezhnev by Andriy Zayarnyuk","year":2021,"lang":"en","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Context (archaeology); World War II; Politics; History; Media studies; Classics; Political science; Sociology; Law; Archaeology","score_opus":0.023058117963068038,"score_gpt":0.2981602672709478,"score_spread":0.27510214930787974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205524987","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":[0.96832865,0.004741305,0.000053771742,0.0029890977,0.0004489625,0.00016748603,0.000055388213,0.00006607783,0.023149284],"genre_scores_gemma":[0.99283195,0.0004765223,0.00051522185,0.0010439048,0.00038844725,0.000020420139,0.00002145453,0.0000122406145,0.0046898345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998757,0.00015905745,0.00016166427,0.00033689706,0.00029492742,0.00029047066],"domain_scores_gemma":[0.99935013,0.00012892966,0.00004754455,0.00013273994,0.000073118485,0.00026751263],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002610993,0.00012325162,0.0001822744,0.00003662193,0.00055500714,0.00011070406,0.0001566724,0.00012885593,0.0011326338],"category_scores_gemma":[0.00028748723,0.00012513672,0.000052726657,0.00027019274,0.0001388383,0.00017063064,0.000043614327,0.00012944672,0.00005988693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014214274,0.00044131328,0.035402194,0.00006164731,0.0001264271,0.00085548963,0.17259052,0.0000044120857,0.04390025,0.011676711,0.5370887,0.19771019],"study_design_scores_gemma":[0.0007084588,0.00008355009,0.062194232,0.00005580762,0.000034347406,0.000014800432,0.005064622,0.000035410307,0.0012122297,0.00030032947,0.92986745,0.000428766],"about_ca_topic_score_codex":0.002061135,"about_ca_topic_score_gemma":0.0018790795,"teacher_disagreement_score":0.39277875,"about_ca_system_score_codex":0.00013545409,"about_ca_system_score_gemma":0.00035995914,"threshold_uncertainty_score":0.9997805},"labels":[],"label_agreement":null},{"id":"W4295165518","doi":"10.1353/imp.2022.0045","title":"1837: Russia's Quiet Revolution by Paul Werth","year":2022,"lang":"en","type":"article","venue":"Ab imperio","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"QUIET; Economic history; History; Physics; Astronomy","score_opus":0.014606528040118317,"score_gpt":0.2851848067328532,"score_spread":0.2705782786927349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295165518","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":[0.5783974,0.0022472008,0.00024732656,0.0037198295,0.001485898,0.00042181436,0.00028209697,0.0002859647,0.4129125],"genre_scores_gemma":[0.9961391,0.00059814315,0.000019322131,0.00082997984,0.0001870343,0.000030687395,0.000090234855,0.000008322904,0.0020971408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887353,0.00011221441,0.00016276524,0.00013350979,0.00039765585,0.00032032776],"domain_scores_gemma":[0.9996628,0.00003749115,0.000044968805,0.000114456365,0.000028705048,0.00011159093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034130723,0.0000735339,0.00008987781,0.00003871485,0.00087322353,0.00010699949,0.00017496056,0.000043029617,0.0006042929],"category_scores_gemma":[0.000059268485,0.000080809754,0.0000621687,0.00012886457,0.00017373888,0.00047589428,0.000034449495,0.000118189215,0.000083825515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037124868,0.00024885713,0.0059074913,0.000029903395,0.000024640858,0.0000068340146,0.03947282,0.000011280903,0.00031068816,0.3413555,0.6060855,0.0065093967],"study_design_scores_gemma":[0.000215273,0.00007206629,0.0013928722,0.0000028676009,0.0000071992044,0.0000026515224,0.008883447,0.000031516727,0.00011174637,0.002057122,0.9870803,0.00014295272],"about_ca_topic_score_codex":0.0037147761,"about_ca_topic_score_gemma":0.00037994364,"teacher_disagreement_score":0.41774178,"about_ca_system_score_codex":0.00024052415,"about_ca_system_score_gemma":0.00017319093,"threshold_uncertainty_score":0.67162174},"labels":[],"label_agreement":null},{"id":"W4295165706","doi":"10.1353/imp.2022.0054","title":"Revealing Schemes: The Politics of Conspiracy in Russia and the Post-Soviet Region by Scott Radnitz","year":2022,"lang":"en","type":"article","venue":"Ab imperio","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Political economy; Economic history; Sociology; Law; History","score_opus":0.018501341282524068,"score_gpt":0.28330435806644255,"score_spread":0.2648030167839185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295165706","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":[0.967541,0.0029800835,0.000011254488,0.007327072,0.00013339882,0.00035955443,0.00003998891,0.000018580231,0.021589063],"genre_scores_gemma":[0.99694145,0.0009261964,0.000009191034,0.0018379547,0.000057404664,0.000018870593,0.000010295089,0.0000056982435,0.0001929141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892765,0.0002542522,0.0002381002,0.000090546164,0.00025750144,0.00023196096],"domain_scores_gemma":[0.99939275,0.00030430648,0.000082009254,0.00013182705,0.00004321485,0.000045896097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007575402,0.00006616524,0.00012127938,0.00003563903,0.00065923383,0.00007758319,0.00020064319,0.000033396485,0.000027082016],"category_scores_gemma":[0.0002754498,0.000045368684,0.00004523782,0.00012905446,0.0007662949,0.00021821255,0.00004715162,0.00015545686,0.0000015728926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043916323,0.00005283891,0.0067652096,0.000036041285,0.000013015921,0.0000018696952,0.08786368,0.0000030407443,0.000056935667,0.9006695,0.0032313012,0.0012626338],"study_design_scores_gemma":[0.0047032386,0.00027038404,0.005596081,0.00010196397,0.0000691579,0.000035244186,0.39076826,0.00029055416,0.0008609362,0.03342259,0.56335866,0.00052291254],"about_ca_topic_score_codex":0.0070001557,"about_ca_topic_score_gemma":0.00025757874,"teacher_disagreement_score":0.8672469,"about_ca_system_score_codex":0.000053522366,"about_ca_system_score_gemma":0.00018074797,"threshold_uncertainty_score":0.99961233},"labels":[],"label_agreement":null},{"id":"W4312979213","doi":"10.1353/imp.2022.0069","title":"Child Brides, Queues, Oriental Wisdom, and Cross-Cultural Eccentricity","year":2022,"lang":"en","type":"article","venue":"Ab imperio","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biography; German; Cross-cultural; Art history; Sociology; History; Media studies; Gender studies; Anthropology","score_opus":0.015483617626872885,"score_gpt":0.3031593541996447,"score_spread":0.2876757365727718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312979213","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":[0.920738,0.001271396,8.0132304e-7,0.0002088131,0.0006906045,0.00009515533,0.00004906626,0.000065783825,0.07688038],"genre_scores_gemma":[0.99417853,0.00036983454,0.00001658547,0.0006807434,0.00035827182,0.000005448961,0.000013837571,0.000009304919,0.004367435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989537,0.00019620998,0.00012227483,0.00018341691,0.0002468201,0.00029760101],"domain_scores_gemma":[0.99962884,0.00003690921,0.000047381887,0.00010716021,0.000035856447,0.00014385222],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003216498,0.000079310674,0.000089675865,0.000023558057,0.0024648625,0.00012717675,0.00018555205,0.000024597488,0.000770771],"category_scores_gemma":[0.000109687986,0.0000816752,0.00004324195,0.00013594344,0.000568156,0.00023790637,0.00013900884,0.00020322704,0.000038242128],"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":[0.00012355542,0.00027379228,0.23669414,0.000029127927,0.000055423352,0.00020004615,0.09163013,0.00009345719,0.00021428138,0.51672494,0.14960146,0.0043596346],"study_design_scores_gemma":[0.00021076905,0.0000408892,0.013897292,0.000002097241,0.0000060505076,0.000022094957,0.0026644478,0.0000057148004,0.000030704185,0.000032103155,0.98296213,0.00012568671],"about_ca_topic_score_codex":0.0037188025,"about_ca_topic_score_gemma":0.00027316355,"teacher_disagreement_score":0.8333607,"about_ca_system_score_codex":0.00023160632,"about_ca_system_score_gemma":0.00008710177,"threshold_uncertainty_score":0.9988338},"labels":[],"label_agreement":null},{"id":"W4327882491","doi":"10.1353/imp.2022.0102","title":"Советское здравоохранение на международной арене в 1920‒1940-х гг.: между \"мягкой силой\" и пропагандой (Западная Европа и США) by П. Э. Ратманов, and; Radical Medicine: The International Origins of Socialized Health Care in Canada by Essyllt W. Jones","year":2022,"lang":"ru","type":"article","venue":"Ab imperio","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Classics; Political science; Medicine; History","score_opus":0.011328624202551629,"score_gpt":0.3229782934823932,"score_spread":0.31164966927984156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327882491","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":[0.34864455,0.27437043,0.000102000886,0.3027372,0.04103249,0.002675555,0.004671031,0.00014353218,0.025623191],"genre_scores_gemma":[0.9565963,0.013395071,0.00008075155,0.024174495,0.0015305675,0.000198587,0.00075556483,0.00013466281,0.0031340022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99001503,0.0026238742,0.0022107516,0.001342997,0.0023718849,0.0014354568],"domain_scores_gemma":[0.99448586,0.0020376956,0.0013997935,0.0009569119,0.00016953732,0.0009501939],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024001114,0.0007882756,0.0016414453,0.00027631494,0.00132029,0.00005877256,0.0018838781,0.0004017992,0.011189768],"category_scores_gemma":[0.0008862462,0.00067295134,0.00025768604,0.0011252102,0.0013359167,0.0002563059,0.0005024214,0.0031494133,0.0000442279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011788137,0.0008418678,0.0076457565,0.00022382765,0.0004511472,0.00010898318,0.012616825,0.000006897802,0.0003651095,0.0062948465,0.95708495,0.013180992],"study_design_scores_gemma":[0.006111044,0.0010565027,0.0012732139,0.00011417877,0.00016684111,0.000106659216,0.027966313,0.000050936847,0.00002560846,0.00012914822,0.96239316,0.0006063977],"about_ca_topic_score_codex":0.8425206,"about_ca_topic_score_gemma":0.35630137,"teacher_disagreement_score":0.60795176,"about_ca_system_score_codex":0.0060742563,"about_ca_system_score_gemma":0.0066091465,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W4377203444","doi":"10.1353/imp.2023.0021","title":"To Make a Village Soviet: Jehovah's Witnesses and the Transformation of a Postwar Ukrainian Borderland by Emily B. Baran (review)","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Politics; History; Classics; Ancient history; Spanish Civil War; Law; Religious studies; Political science; Philosophy","score_opus":0.010841400586201748,"score_gpt":0.27957788112545684,"score_spread":0.2687364805392551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377203444","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":[0.8981376,0.03279761,0.000043284977,0.017535813,0.0001941305,0.0011892514,0.00007564204,0.00013433494,0.049892332],"genre_scores_gemma":[0.84792304,0.15003003,0.000016932581,0.0013641835,0.00004024897,0.000018524388,0.000016746995,0.000013855758,0.0005764057],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990085,0.00020473842,0.00023840679,0.000107868276,0.00021715161,0.00022334514],"domain_scores_gemma":[0.9995085,0.000086922366,0.00006205293,0.00020982274,0.000047264155,0.000085422325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010821176,0.00009771323,0.00020551181,0.000041172338,0.00036121128,0.00004092249,0.00029734173,0.000037584774,0.000044102628],"category_scores_gemma":[0.00009173718,0.00005579302,0.000060542454,0.0003769159,0.00031052413,0.00011338218,0.00005524797,0.00008137598,0.00005453076],"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":[0.00031787684,0.000097446034,0.002015009,0.0013936735,0.00013983101,0.000012671902,0.49382594,0.0000059013773,0.0033471584,0.00676389,0.049069684,0.44301093],"study_design_scores_gemma":[0.00107253,0.00010241044,0.004303655,0.0003999592,0.000031765314,0.0000047610615,0.0138502475,0.000019600078,0.00007695472,0.000037648188,0.9799106,0.00018983652],"about_ca_topic_score_codex":0.0011867522,"about_ca_topic_score_gemma":0.000864167,"teacher_disagreement_score":0.93084097,"about_ca_system_score_codex":0.0000073476904,"about_ca_system_score_gemma":0.000050648163,"threshold_uncertainty_score":0.27781817},"labels":[],"label_agreement":null},{"id":"W4377693897","doi":"10.1353/imp.2023.0014","title":"Teaching Ukrainian History in Canada","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Narrative; State (computer science); Reading (process); Sociology; Stateless protocol; Pedagogy; Political science; Law; Literature; Linguistics; Art","score_opus":0.03681165431059014,"score_gpt":0.3032007561340798,"score_spread":0.2663891018234897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377693897","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":[0.9285074,0.0036328924,1.0889747e-7,0.0057447148,0.0017646899,0.00006656311,0.0000021750432,0.00004678396,0.06023471],"genre_scores_gemma":[0.99246114,0.00084380596,0.000011160305,0.0008220518,0.00025463654,0.000014447552,0.0000024593553,0.000004743394,0.0055855713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992411,0.00009634255,0.00010462713,0.00011601172,0.00018420994,0.00025770682],"domain_scores_gemma":[0.9997094,0.00009765578,0.000017596149,0.000086316184,0.00001768946,0.00007130438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047271873,0.000048473947,0.000083614046,0.0000544357,0.00027593534,0.000006470873,0.000117947435,0.00002101958,0.00025474688],"category_scores_gemma":[0.00024300767,0.00005179234,0.000018058669,0.00013089864,0.00007054303,0.00006470071,0.000025219371,0.00010406586,0.000065645254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012745518,0.000009521005,0.03224941,0.000007669379,0.0000055512005,0.00000864401,0.3371662,0.0000013908146,0.000013883191,0.002027614,0.6239681,0.0045407154],"study_design_scores_gemma":[0.000039375576,0.0000024652527,0.055180065,0.0000044393296,0.000001064086,9.540871e-8,0.062592655,0.0000072315815,3.5808043e-7,0.000026178914,0.8820861,0.00005998219],"about_ca_topic_score_codex":0.99731547,"about_ca_topic_score_gemma":0.9981623,"teacher_disagreement_score":0.27457353,"about_ca_system_score_codex":0.0014236948,"about_ca_system_score_gemma":0.00232029,"threshold_uncertainty_score":0.4116095},"labels":[],"label_agreement":null},{"id":"W4377694446","doi":"10.1353/imp.2023.0022","title":"Ivan Lysiak-Rudnytskyi: Istoriia intelektuala dir. by Iryna Shatokhina (review)","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"European Politics and Security","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; German; Columbia university; Classics; Sociology; Law; Art history; Media studies; History; Political science; Philosophy","score_opus":0.01954469005631322,"score_gpt":0.3189322337788399,"score_spread":0.2993875437225267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377694446","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":[0.47970065,0.10678297,0.00003083665,0.007740797,0.0027152644,0.0009100539,0.00017769383,0.001221284,0.40072045],"genre_scores_gemma":[0.78844017,0.18551631,0.00002626067,0.0026093994,0.00061996136,0.000023236602,0.00007053301,0.000050687057,0.022643471],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998103,0.00024182165,0.0002985349,0.00032982635,0.00038756029,0.00063920824],"domain_scores_gemma":[0.9990653,0.00011877369,0.00008505369,0.00034744357,0.00008715292,0.0002962677],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092487,0.00016757555,0.00027279102,0.000056394078,0.00049505814,0.000087436645,0.000529221,0.00007872701,0.0007993418],"category_scores_gemma":[0.0005763451,0.00016230476,0.00014751664,0.000556362,0.00025957992,0.0001642189,0.00015372345,0.00021164854,0.002010829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017027752,0.000029096045,0.00059432443,0.00006067582,0.000015958169,0.000017556875,0.0033196493,1.1931047e-7,0.00011648391,0.025012068,0.96619934,0.004633024],"study_design_scores_gemma":[0.00009678758,0.000030058294,0.0009995601,0.000091408394,0.000017424663,0.0000010989406,0.0009320987,0.00001590124,0.00003704105,0.00016961498,0.99739116,0.00021786592],"about_ca_topic_score_codex":0.0019549492,"about_ca_topic_score_gemma":0.0003499454,"teacher_disagreement_score":0.37807697,"about_ca_system_score_codex":0.00013309723,"about_ca_system_score_gemma":0.00013751145,"threshold_uncertainty_score":0.99876624},"labels":[],"label_agreement":null},{"id":"W4386748697","doi":"10.1353/imp.2023.a906851","title":"In the Maelstrom: The Waffen-SS \"Galicia\" Division and Its Legacy by Myroslav Shkandrij (review)","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Diaspora; Politics; Fatherland; Media studies; Sociology; Political science; Law; Philosophy","score_opus":0.024599594098573044,"score_gpt":0.32270701889622383,"score_spread":0.2981074247976508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386748697","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":[0.9141167,0.039206527,0.000001406593,0.022249525,0.0005329413,0.00057160755,0.00001208484,0.0000749551,0.023234265],"genre_scores_gemma":[0.8463231,0.14583082,0.0000012870465,0.0024552443,0.00011489397,0.00001549781,0.000007823183,0.000012503883,0.0052388306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860626,0.00046230224,0.00017432835,0.00014853182,0.0002860757,0.0003224783],"domain_scores_gemma":[0.99941975,0.00015488414,0.00005314002,0.00030046602,0.000020288822,0.000051490988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531705,0.00010646738,0.00013398264,0.000026410278,0.00069251226,0.00014932931,0.0007147499,0.000042138563,0.0000622013],"category_scores_gemma":[0.00009913579,0.00004841272,0.000050680683,0.00039111258,0.00017338301,0.00031543686,0.00020954318,0.0002230172,0.00034159826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015551192,0.00013362872,0.0063876593,0.00018723868,0.000036787722,0.00006553602,0.06306516,0.0000015110346,0.0020984544,0.012464106,0.8256045,0.08993988],"study_design_scores_gemma":[0.00022353492,0.000048318678,0.022359226,0.00017697227,0.000010149607,0.000004186835,0.007728688,0.000022992468,0.000038198614,0.0000671241,0.9691769,0.00014370696],"about_ca_topic_score_codex":0.00090531696,"about_ca_topic_score_gemma":0.00043337775,"teacher_disagreement_score":0.14357242,"about_ca_system_score_codex":0.00001656375,"about_ca_system_score_gemma":0.000030857456,"threshold_uncertainty_score":0.5326314},"labels":[],"label_agreement":null},{"id":"W4386748930","doi":"10.1353/imp.2023.a906852","title":"Віктор Петров: мапування творчости письменника ред К. Ґлінянович, П. Крупа, Й. Маєвська (review)","year":2023,"lang":"uk","type":"article","venue":"Ab imperio","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Philology; Nazism; Slavic languages; Ethnography; Homeland; Anthropology; Art history; Metaphor; History; Sociology; Classics; Literature; Art; Philosophy; Feminism; Gender studies; Archaeology; Theology","score_opus":0.026229216395918863,"score_gpt":0.3143352444955851,"score_spread":0.28810602809966623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386748930","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31767598,0.083823286,0.00006969175,0.025525853,0.019141454,0.009196511,0.0021391734,0.0023210887,0.54010695],"genre_scores_gemma":[0.20193064,0.4893709,0.00061056233,0.0046124584,0.0009564835,0.00042290837,0.00043381797,0.00032349184,0.30133873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893631,0.0005897562,0.0012976134,0.0023399885,0.0032319236,0.0031776452],"domain_scores_gemma":[0.9948249,0.0004013929,0.0003915728,0.0027560266,0.00011405833,0.001512056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047357483,0.0009305051,0.0010516405,0.0003955074,0.001017955,0.00053533906,0.0032027576,0.00036425973,0.13167001],"category_scores_gemma":[0.0014392328,0.0008738247,0.0006786352,0.0045875832,0.0021742024,0.0010929523,0.0034512433,0.0010555643,0.30033022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024900575,0.00019816993,0.0019486013,0.0005164007,0.00009447539,0.00040793474,0.00046322634,0.0000790475,0.013795934,0.0001802019,0.93137974,0.05091138],"study_design_scores_gemma":[0.001062178,0.0003305224,0.016234135,0.0009295781,0.0001130872,0.000053926964,0.0005896282,0.0012021587,0.0018895782,0.00009882898,0.9763712,0.0011251669],"about_ca_topic_score_codex":0.0012400736,"about_ca_topic_score_gemma":0.00015499102,"teacher_disagreement_score":0.40554762,"about_ca_system_score_codex":0.0008740523,"about_ca_system_score_gemma":0.00040903245,"threshold_uncertainty_score":0.99937123},"labels":[],"label_agreement":null},{"id":"W4392880784","doi":"10.1353/imp.2023.a922272","title":"Author's Response to Per Rudling's Review of In the Maelstrom in Ab Imperio 2/2023","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03844120673876631,"score_gpt":0.36541340048081344,"score_spread":0.3269721937420471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392880784","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":[0.9531821,0.012423663,8.0847286e-7,0.023355149,0.0006323036,0.00069272117,0.000011181373,0.00006444497,0.009637631],"genre_scores_gemma":[0.96170413,0.028248422,0.00011723644,0.0026202907,0.0002721324,0.00018491824,0.0000063232947,0.000030780826,0.00681576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757195,0.0008464387,0.00040298497,0.00026160342,0.00047533785,0.00044169667],"domain_scores_gemma":[0.9990202,0.0003922069,0.00007879125,0.0003694748,0.000038058504,0.00010125137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050041573,0.00012726171,0.00030635457,0.00023532807,0.0001950475,0.00003232073,0.0005529803,0.00011308325,0.00047380492],"category_scores_gemma":[0.0012122977,0.00009847416,0.00012236793,0.0015305683,0.00019522912,0.00010533848,0.000072488125,0.00023302223,0.0005802156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042279213,0.00014437715,0.020139506,0.00069274375,0.000023221191,0.0002456065,0.12428209,0.000008812577,0.005594758,0.005214522,0.8269891,0.016242435],"study_design_scores_gemma":[0.0001945807,0.00006467795,0.22046006,0.00087486434,0.000008073682,0.0000015868602,0.00954633,0.000002568078,0.000016261654,0.000023463886,0.7686472,0.00016033504],"about_ca_topic_score_codex":0.0029863846,"about_ca_topic_score_gemma":0.0016013042,"teacher_disagreement_score":0.20032054,"about_ca_system_score_codex":0.00021249094,"about_ca_system_score_gemma":0.0004912584,"threshold_uncertainty_score":0.7457691},"labels":[],"label_agreement":null},{"id":"W4396893912","doi":"10.1353/imp.2024.a927448","title":"Eighteenth-Century Ukraine: New Perspectives on Social, Cultural, and Intellectual History ed. by Frank Sysyn et al. (review)","year":2024,"lang":"en","type":"article","venue":"Ab imperio","topic":"Central European and Russian historical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural history; Intellectual history; Sociology; History; Anthropology; Art history; Economic history","score_opus":0.03413668020124167,"score_gpt":0.31607191233876925,"score_spread":0.2819352321375276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396893912","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022909385,0.96469253,0.000005781253,0.0064954367,0.000971645,0.00021101043,0.000009832481,0.00017631454,0.025146484],"genre_scores_gemma":[0.01039061,0.9843387,0.000018449133,0.0034575483,0.00039011537,0.000006679159,0.0000061038277,0.000021841834,0.00136997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985683,0.00019680163,0.0001873027,0.0004124403,0.00029324435,0.0003418858],"domain_scores_gemma":[0.9994729,0.00017012213,0.000038792736,0.00008709316,0.0000363367,0.00019471627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025149013,0.00019720932,0.00026088502,0.00003714728,0.00048279858,0.00007652372,0.00016648199,0.00005722041,0.0013124355],"category_scores_gemma":[0.00033072237,0.0001481161,0.0001466067,0.00017903147,0.00047455105,0.00015772553,0.0000620205,0.00030319052,0.00034023338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008904357,0.000037864447,0.0000030618671,0.000042387546,0.000043815926,0.000008676659,0.0047966638,1.1746195e-8,0.00007494717,0.0069502816,0.9780293,0.010004064],"study_design_scores_gemma":[0.000107547254,0.000058326998,0.00008065772,0.00019149686,0.000031554577,0.0000015653716,0.0039656456,0.0000010537296,0.0000015649152,8.4665515e-8,0.99534774,0.00021278617],"about_ca_topic_score_codex":0.00077365496,"about_ca_topic_score_gemma":0.0000049823398,"teacher_disagreement_score":0.023776514,"about_ca_system_score_codex":0.00085462123,"about_ca_system_score_gemma":0.00017460123,"threshold_uncertainty_score":0.9996005},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W7138913204","doi":"10.1353/imp.2025.a985577","title":"Апология \"грязного\" языка (лингвополитическая фантазия)","year":2025,"lang":"en","type":"article","venue":"Ab imperio","topic":"European Linguistics and Anthropology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamism; Multitude; Dominance (genetics); Politics; Russian language; Hybridity; Colonialism","score_opus":0.008404000292460054,"score_gpt":0.39025069200478674,"score_spread":0.38184669171232666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138913204","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":[0.058658376,0.0013130045,0.00037036493,0.0051297313,0.0030705761,0.00015557259,0.000007986552,0.00018548353,0.9311089],"genre_scores_gemma":[0.9705528,0.0018955591,0.00033135113,0.0018964178,0.0007453959,0.0000054214293,0.000003983344,0.000014326317,0.024554772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988207,0.00014021734,0.00020336757,0.00025654465,0.00016515674,0.00041397093],"domain_scores_gemma":[0.999378,0.00011668381,0.00005040134,0.00024198521,0.000110416964,0.00010250417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038909435,0.00011239886,0.0001692482,0.00007897671,0.0007258996,0.000103466045,0.00035343002,0.00009306554,0.0008286389],"category_scores_gemma":[0.0006901929,0.00010998993,0.00007731257,0.00029544672,0.00070343487,0.00004833177,0.0001013369,0.00015772511,0.00042095917],"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":[0.000008170971,0.000048823662,0.0036972903,0.000009277121,0.000023678102,0.000031745338,0.0013671649,0.0000020157786,0.00029860938,0.90784895,0.079272166,0.007392119],"study_design_scores_gemma":[0.00019986753,0.00003175816,0.0033213845,0.000023072535,0.000015099986,7.246615e-7,0.0025698503,0.000016520018,0.00014563114,0.0018414301,0.99169105,0.00014361796],"about_ca_topic_score_codex":0.00198062,"about_ca_topic_score_gemma":0.000626339,"teacher_disagreement_score":0.9124189,"about_ca_system_score_codex":0.00006148754,"about_ca_system_score_gemma":0.0002927035,"threshold_uncertainty_score":0.9073015},"labels":[],"label_agreement":null},{"id":"W874094611","doi":"10.1353/imp.2015.0009","title":"Перспективы Изучения Истории Украины Раннего Нового Времени, или онеобходимости диалога между политической исоциокультурной историями","year":2015,"lang":"en","type":"article","venue":"Ab imperio","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Historiography; Quarter (Canadian coin); History; Everyday life; State (computer science); Literature; Sociology; Political science; Art; Law; Philosophy; Archaeology","score_opus":0.08493127175247131,"score_gpt":0.3495782386544984,"score_spread":0.26464696690202705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W874094611","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":[0.30955106,0.010350667,0.00011666943,0.0036455402,0.0075496635,0.00097591884,0.000036871577,0.001056133,0.66671747],"genre_scores_gemma":[0.9583576,0.0023178647,0.00088517094,0.001840168,0.003259655,0.000101148835,0.00003295461,0.00013576452,0.033069726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946938,0.00054761086,0.00076440023,0.00094299426,0.001491609,0.0015595781],"domain_scores_gemma":[0.9967577,0.00021568862,0.00032656264,0.0010250703,0.00033041107,0.0013445974],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001958575,0.0005749115,0.0007540534,0.00031661536,0.0013317092,0.0003236134,0.0013157872,0.0006184108,0.0023912308],"category_scores_gemma":[0.0007927107,0.0005539778,0.0004190728,0.0009527403,0.001217364,0.00084959023,0.00024909622,0.0006628771,0.004574085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017130935,0.00039347503,0.013500412,0.00005547228,0.00015554103,0.00021239978,0.039219577,0.00001796723,0.0010682348,0.030490523,0.8693877,0.04532739],"study_design_scores_gemma":[0.0013416556,0.00023901038,0.006704008,0.00007296494,0.000078444136,0.000018102734,0.009714237,0.00003832233,0.000270288,0.000778119,0.9797983,0.000946518],"about_ca_topic_score_codex":0.0065742307,"about_ca_topic_score_gemma":0.002197464,"teacher_disagreement_score":0.6488065,"about_ca_system_score_codex":0.0007910261,"about_ca_system_score_gemma":0.0019845807,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null}]}