{"meta":{"query_hash":"b0fbfab39e64","filters":{"venue":"Journal of Ancient History"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/b0fbfab39e64","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Ancient+History"},"results":[{"id":"W2429972975","doi":"10.1515/jah-2015-0020","title":"Diaspora Synagogues, Leontopolis, and the Other Jewish Temples of Egypt in the Histories of Josephus","year":2016,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","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":"McMaster University","funders":"","keywords":"Josephus; Judaism; Diaspora; Worship; Jewish studies; History; Jewish literature; Classics; History of Israel; New Testament; Opposition (politics); Literature; Theology; Philosophy; Law; Art; Politics; Political science; Archaeology","score_opus":0.03611857148809987,"score_gpt":0.213339230162484,"score_spread":0.17722065867438414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2429972975","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":[0.5855173,0.3572096,0.00008016418,0.011083936,0.0037292382,0.0002709992,0.000035847686,0.000010777248,0.04206218],"genre_scores_gemma":[0.9969738,0.00062137895,0.000021397835,0.0002887494,0.00026349432,0.0000026831763,9.879022e-8,0.000005331944,0.0018230798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989639,0.00013954201,0.00046315792,0.00007105781,0.00023935316,0.0001229683],"domain_scores_gemma":[0.9987093,0.00043279416,0.0005435018,0.00012535116,0.00016470473,0.000024354727],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009431149,0.00008785482,0.00033421567,0.00010150931,0.00013961576,0.0000024045708,0.00023326093,0.000030516698,0.0001716208],"category_scores_gemma":[0.00016947408,0.00003639979,0.00011938636,0.000022358265,0.003403985,0.00010874223,0.000036840298,0.0001264778,9.149194e-7],"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":[0.00035260667,0.00013508086,0.0036820227,0.00004523292,0.000071322334,0.000009695381,0.3976131,4.678229e-7,0.00015777278,0.52813876,0.066702016,0.0030919248],"study_design_scores_gemma":[0.0007408665,0.00016123478,0.0054783854,0.0000460382,0.00004203888,0.00000769834,0.0069794827,2.7683015e-7,0.000011334807,0.0029514097,0.9835264,0.00005485066],"about_ca_topic_score_codex":0.0005984746,"about_ca_topic_score_gemma":0.003773714,"teacher_disagreement_score":0.9168244,"about_ca_system_score_codex":0.00023404736,"about_ca_system_score_gemma":0.00007520095,"threshold_uncertainty_score":0.99930817},"labels":[],"label_agreement":null},{"id":"W2892269444","doi":"10.1515/jah-2018-2002","title":"New perspectives on Byzantine Spain: the Discriptio Hispaniae","year":2018,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Byzantine Studies and History","field":"Arts and Humanities","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":"Byzantine architecture; Theme (computing); Quarter (Canadian coin); Section (typography); History; Classics; Ancient history; Period (music); Literature; Archaeology; Art; Computer science","score_opus":0.03110196299311765,"score_gpt":0.20983224754076532,"score_spread":0.17873028454764767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892269444","genre_codex":"other","genre_gemma":"empirical","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":[0.029421529,0.034536384,0.00017724102,0.006530737,0.015410716,0.00013327207,0.00000568634,0.00003802094,0.9137464],"genre_scores_gemma":[0.86828184,0.00032705118,0.00020036315,0.0030858414,0.0142044015,0.0000013342252,4.7044435e-7,0.000031751868,0.11386696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989039,0.000043271804,0.00032155897,0.00014026038,0.00037311044,0.0002179005],"domain_scores_gemma":[0.99886656,0.000040574596,0.00039372809,0.00020549564,0.00039985895,0.00009378536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038804996,0.00014226325,0.00022500922,0.00014778327,0.00052094983,0.00003287559,0.00027862098,0.000022129912,0.0042922],"category_scores_gemma":[0.00006655458,0.000085572814,0.00021664645,0.00002963811,0.00077005255,0.00016002315,0.00003641056,0.00026876212,0.00017147581],"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":[0.00006639586,0.00007384302,0.000018769542,0.0000040569407,0.000035472356,0.000007119138,0.089456916,4.3921625e-7,0.00013946294,0.2212447,0.688054,0.0008988136],"study_design_scores_gemma":[0.0003420472,0.00071927806,0.0009777696,0.00003955309,0.00004384212,0.000014372225,0.016463974,0.0000040311756,0.0000076693705,0.000014835683,0.9812598,0.000112820795],"about_ca_topic_score_codex":0.00010024002,"about_ca_topic_score_gemma":0.0004396284,"teacher_disagreement_score":0.8388603,"about_ca_system_score_codex":0.00012794687,"about_ca_system_score_gemma":0.00021152807,"threshold_uncertainty_score":0.99661803},"labels":[],"label_agreement":null},{"id":"W2949977812","doi":"10.1515/jah-2018-0018","title":"“The most sacred society (<i>thiasos</i>) of the Pythagoreans:” philosophers forming associations","year":2019,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Reading (process); Function (biology); Association (psychology); Neglect; History; Epistemology; Philosophy; Sociology; Literature; Religious studies; Psychology; Linguistics; Art; Archaeology","score_opus":0.02736232097291191,"score_gpt":0.20093329371918356,"score_spread":0.17357097274627165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949977812","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":[0.40212047,0.1022649,0.00004058678,0.017307304,0.034381073,0.0008351516,0.00011552856,0.00006773991,0.44286725],"genre_scores_gemma":[0.9869251,0.00078391365,0.000041866122,0.002027754,0.0014557526,0.0000027550313,0.0000011176924,0.000020288391,0.00874143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984613,0.000058594527,0.0005632371,0.00009892911,0.0006043414,0.0002136007],"domain_scores_gemma":[0.9981842,0.00023813653,0.0008532189,0.00020501694,0.00045400814,0.00006544132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005774395,0.0001241599,0.0002878441,0.00003255534,0.0007454329,0.000022913071,0.00037147748,0.00005445908,0.00012440233],"category_scores_gemma":[0.00013008912,0.00006947746,0.00054219994,0.00006198399,0.00047647918,0.00012582948,0.000049299517,0.00035962145,0.000020478406],"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":[0.000036367695,0.00015321089,0.00097004103,0.00003683564,0.00023459483,0.0000015149161,0.053006224,0.0000322228,0.00076351064,0.07067057,0.8736708,0.00042406557],"study_design_scores_gemma":[0.00029894925,0.0001290671,0.00040670243,0.000038263224,0.00007058132,0.0000031980571,0.0010291201,0.000015510495,0.00001877427,0.0036895133,0.99420786,0.000092468385],"about_ca_topic_score_codex":0.00005796836,"about_ca_topic_score_gemma":0.00009947366,"teacher_disagreement_score":0.58480465,"about_ca_system_score_codex":0.0010259971,"about_ca_system_score_gemma":0.00021193235,"threshold_uncertainty_score":0.5733343},"labels":[],"label_agreement":null},{"id":"W2996539477","doi":"10.1515/jah-2018-0037","title":"Auxiliaries and War-Financing in the Roman Republic","year":2019,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Classical Antiquity Studies","field":"Social Sciences","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":"Mount Allison University","funders":"","keywords":"Macedonian; State (computer science); Power (physics); The Republic; Spanish Civil War; Economic history; Economy; Political science; History; Law; Ancient history; Economics; Computer science","score_opus":0.028336297731981434,"score_gpt":0.26867539365228454,"score_spread":0.24033909592030311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996539477","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":[0.9485013,0.0067800516,0.000004331064,0.01425268,0.00093258,0.00007287306,2.0716352e-7,0.000005073968,0.029450914],"genre_scores_gemma":[0.9941947,0.0003115035,0.000067469366,0.0014477374,0.00016058341,6.336459e-7,4.049483e-8,0.0000026572548,0.0038146684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989728,0.00012033789,0.00021517406,0.00007852401,0.00044064864,0.00017253567],"domain_scores_gemma":[0.9994018,0.00017214946,0.00018537075,0.0000790799,0.00011722987,0.00004436753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021318868,0.000048992086,0.00014767992,0.0000909107,0.0001531046,0.000020094009,0.00021503697,0.000033683235,0.00005013835],"category_scores_gemma":[0.00068804296,0.000032471384,0.000055246306,0.00013000827,0.000312251,0.000233996,0.000052498075,0.00020236567,0.0000074847107],"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":[0.000055004908,0.00022764833,0.050497603,0.00004448699,0.000022265904,0.00007746842,0.26858598,0.000007087066,0.0009914291,0.07410885,0.59302855,0.012353645],"study_design_scores_gemma":[0.00013728206,0.000070656104,0.08921782,0.00003036571,0.000005267646,0.000006152079,0.009858204,0.0000045913216,0.0000026981431,0.00030198,0.9003228,0.000042184558],"about_ca_topic_score_codex":0.0001280869,"about_ca_topic_score_gemma":0.001703898,"teacher_disagreement_score":0.30729428,"about_ca_system_score_codex":0.00049759645,"about_ca_system_score_gemma":0.00026853956,"threshold_uncertainty_score":0.13241446},"labels":[],"label_agreement":null},{"id":"W3150843777","doi":"10.1515/jah-2020-0029","title":"Was There a Military Revolution at the End of Antiquity?","year":2021,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Classical Antiquity Studies","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 Winnipeg","funders":"","keywords":"Late Antiquity; Frontier; CONQUEST; History; Ancient history; State (computer science); Military history; Classics; Archaeology","score_opus":0.034820693409858015,"score_gpt":0.28170274846005205,"score_spread":0.24688205505019403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150843777","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":[0.85720587,0.09907057,0.000027321954,0.018171428,0.0016685277,0.00006268489,0.000004712628,0.000006901086,0.023781981],"genre_scores_gemma":[0.96622974,0.0034469473,0.00017661674,0.0006871301,0.00046090898,7.4244826e-7,4.979469e-7,0.000006013337,0.02899142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984887,0.0002700874,0.00032004653,0.000093101495,0.0006549017,0.00017311952],"domain_scores_gemma":[0.99888873,0.0001937972,0.00027361437,0.00013411575,0.000439647,0.00007009344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012654273,0.000061024566,0.00020373598,0.00004191168,0.00030492965,0.000002954983,0.00019957761,0.000047658064,0.00059176487],"category_scores_gemma":[0.00074586674,0.000041762753,0.00022022147,0.0001581643,0.0009836913,0.000120387325,0.00009920584,0.00017098823,0.0000112812795],"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":[0.0000765716,0.00030635472,0.0032845296,0.00004886548,0.00008367138,0.00009131317,0.032453652,0.000015899566,0.032352973,0.004790822,0.9226187,0.00387667],"study_design_scores_gemma":[0.00013282067,0.00006584386,0.018872898,0.00005566701,0.000035408575,0.000012060195,0.004389819,0.000003603831,0.00048944267,0.0002055515,0.9756865,0.000050383496],"about_ca_topic_score_codex":0.00015103747,"about_ca_topic_score_gemma":0.0055834725,"teacher_disagreement_score":0.10902385,"about_ca_system_score_codex":0.0012170987,"about_ca_system_score_gemma":0.00064994465,"threshold_uncertainty_score":0.647941},"labels":[],"label_agreement":null},{"id":"W4385161975","doi":"10.1515/jah-2022-0009","title":"Memorialization in Thucydides’ Plague Episode","year":2023,"lang":"en","type":"article","venue":"Journal of Ancient History","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Plague (disease); Memorialization; History; Quarter (Canadian coin); Narrative; Variety (cybernetics); Population; Focus (optics); Pathos; Genealogy; Ancient history; Classics; Literature; Art; Sociology; Political science; Archaeology; Law; Demography","score_opus":0.0234347107072573,"score_gpt":0.27904763616895045,"score_spread":0.2556129254616932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385161975","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":[0.99590963,0.0013516649,0.00016751468,0.00012696802,0.0014745456,0.00007012678,0.0000033997417,0.000005783872,0.000890365],"genre_scores_gemma":[0.9972859,0.00027238988,0.00016905997,0.00020149998,0.00052491523,0.0000025759612,0.00003223684,0.00001768847,0.0014937425],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893045,0.000088079454,0.00031942606,0.00014429487,0.00028854015,0.00022921115],"domain_scores_gemma":[0.99938613,0.000020323861,0.00017710828,0.0001641779,0.00015995368,0.000092295246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007802562,0.000083409686,0.00014755139,0.00031851663,0.00002722969,0.000008649348,0.00020569486,0.00009863573,0.00004994683],"category_scores_gemma":[0.00032609637,0.00008110373,0.00008660052,0.00021734332,0.000058136244,0.000010293615,0.00005361366,0.00014857315,0.000045077948],"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":[0.00016408945,0.000055217126,0.019063078,0.000016905844,0.000013676311,0.00006850107,0.00022314848,0.0004947814,0.837254,0.000013573777,0.14232944,0.00030357574],"study_design_scores_gemma":[0.0012986679,0.00053798297,0.14544185,0.0000531784,0.000011903579,0.000104232146,0.00010925697,0.0003228945,0.053697135,0.000022608087,0.7981916,0.00020869894],"about_ca_topic_score_codex":0.000015014297,"about_ca_topic_score_gemma":0.00008110042,"teacher_disagreement_score":0.7835569,"about_ca_system_score_codex":0.00030626348,"about_ca_system_score_gemma":0.00027851143,"threshold_uncertainty_score":0.33073142},"labels":[],"label_agreement":null}]}