{"meta":{"query_hash":"c5d3ab109ac0","filters":{"venue":"Brepols eBooks"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/c5d3ab109ac0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Brepols+eBooks"},"results":[{"id":"W4285070648","doi":"10.1484/m.jp-eb.5.126438","title":"Byzantine Interior Decorational Elements from the Northwest Quarter","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Byzantine architecture; Ancient history; Geography; History; Archaeology","score_opus":0.03638504768131864,"score_gpt":0.21265919528199842,"score_spread":0.17627414760067978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285070648","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088987354,0.00039938817,0.000009589068,0.00045070017,0.0031684071,0.00033252648,0.0011380943,0.00007531509,0.9935361],"genre_scores_gemma":[0.03370883,0.000010731399,0.00003124166,0.0031961703,0.0034364518,0.000078765486,0.0014158364,0.00005942438,0.9580625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985221,0.000038581526,0.0004896022,0.00037637728,0.0003524758,0.00022088845],"domain_scores_gemma":[0.99896955,0.00012886073,0.00035635347,0.00042173805,0.00006470276,0.00005878494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001521225,0.00029448376,0.0002843531,0.000081090584,0.0009271246,0.000052253232,0.00039817003,0.0000906693,0.07388727],"category_scores_gemma":[0.000007716363,0.0002292169,0.00020660425,0.0000019783888,0.0009924175,0.000056025463,0.00021233212,0.0005544294,0.0006054697],"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":[0.00007550456,0.000013397291,0.00012027212,0.000011815528,0.00021762031,0.00008960411,0.047700826,8.7839055e-8,0.000007742816,0.8404057,0.10757794,0.0037794944],"study_design_scores_gemma":[0.00024350735,0.00008631661,0.000114903225,0.00004623085,0.000083160914,0.000011052531,0.00038225795,0.0000028596385,0.0000017612122,0.005926274,0.99284464,0.0002570195],"about_ca_topic_score_codex":0.0003567022,"about_ca_topic_score_gemma":0.015162993,"teacher_disagreement_score":0.8852667,"about_ca_system_score_codex":0.00004613299,"about_ca_system_score_gemma":0.00013293573,"threshold_uncertainty_score":0.9347194},"labels":[],"label_agreement":null},{"id":"W4285126990","doi":"10.1484/m.jp-eb.5.126441","title":"An Archaeo-Scientific Analysis of Building Ceramics from the Northwest Quarter","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","score_opus":0.03744822547452104,"score_gpt":0.22622310377247506,"score_spread":0.18877487829795403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285126990","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":[0.032016523,0.000935882,0.00017406393,0.0001540465,0.004179607,0.0005071306,0.0031524373,0.00013688266,0.95874345],"genre_scores_gemma":[0.5312944,0.000010134092,0.00007524211,0.0005328156,0.0012003917,0.00003219945,0.0018419559,0.00007024208,0.46494257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979527,0.00008175872,0.0005746062,0.0006021887,0.00051191647,0.00027685004],"domain_scores_gemma":[0.99794066,0.0002274074,0.0005365291,0.0010861948,0.0001178007,0.00009142346],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037372686,0.00031717747,0.0005940768,0.0005091236,0.0012156535,0.00007332282,0.0007175229,0.00012779296,0.013591031],"category_scores_gemma":[0.000007244267,0.00025709943,0.00053477654,0.00002006039,0.0034953987,0.00007356732,0.00018870305,0.0005997853,0.000022926208],"study_design_candidate":"not_applicable","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":[0.000040641393,0.000026146943,0.00017947608,0.0000154834,0.0012207872,0.000043906846,0.18858841,0.00003569647,0.000042323958,0.80579865,0.0022509822,0.0017575126],"study_design_scores_gemma":[0.000127756,0.000100059355,0.00029737395,0.000033836986,0.0017155224,0.0000032341643,0.0016308243,0.0002900819,0.0000058350565,0.011417158,0.9840359,0.00034238532],"about_ca_topic_score_codex":0.0015347672,"about_ca_topic_score_gemma":0.035722315,"teacher_disagreement_score":0.98178494,"about_ca_system_score_codex":0.00007656599,"about_ca_system_score_gemma":0.00014297837,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W4285190785","doi":"10.1484/m.jp-eb.5.126440","title":"Ceramic Building Materials from the Northwest Quarter","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ceramic; Architectural engineering; Materials science; Forensic engineering; Geography; Archaeology; Engineering; Composite material","score_opus":0.03577738042389737,"score_gpt":0.20651853652984511,"score_spread":0.17074115610594776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285190785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054332395,0.0006722997,0.0000037063612,0.00029734996,0.0056151533,0.00038787973,0.001320136,0.0001431962,0.986127],"genre_scores_gemma":[0.14267792,0.000018499994,0.000015634605,0.0022241934,0.00510321,0.00006838299,0.000486542,0.00009680014,0.84930885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984221,0.00006401779,0.0004572723,0.00044780917,0.00031292386,0.0002959036],"domain_scores_gemma":[0.9987621,0.0001857796,0.00035131094,0.0005982045,0.000041198564,0.00006142099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020266222,0.00036234703,0.00041436215,0.00009120882,0.001191373,0.00008696021,0.0004904625,0.00014691947,0.05877818],"category_scores_gemma":[0.000006534978,0.00028033476,0.00020331959,0.000001827025,0.0012541492,0.000052569518,0.00022923763,0.0005680651,0.0004805719],"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":[0.000043309075,0.0000068856853,0.000007046355,0.000018120465,0.00014000614,0.000116575095,0.04992639,1.7508266e-7,0.00013641448,0.9159005,0.032207772,0.0014967773],"study_design_scores_gemma":[0.00016377392,0.000049078986,0.000049856288,0.000069133435,0.00011206009,0.000019388694,0.0003051669,3.548416e-7,0.000032868564,0.024778668,0.97408706,0.00033261866],"about_ca_topic_score_codex":0.001333686,"about_ca_topic_score_gemma":0.004715057,"teacher_disagreement_score":0.9418793,"about_ca_system_score_codex":0.000094522715,"about_ca_system_score_gemma":0.000088827626,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W4285192839","doi":"10.1484/m.jp-eb.5.126436","title":"Contextualizing Finds from Complex Urban Archaeological Situations. Methodological Considerations on the Architectural Elements, Building Materials, and Mosaics from the Northwest Quarter (2011–2016)","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Archaeology; Architectural engineering; History; Geography; Visual arts; Engineering; Art","score_opus":0.18458651469434617,"score_gpt":0.2751152520716906,"score_spread":0.0905287373773444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285192839","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":[0.20385456,0.0038809495,0.0011503448,0.029050186,0.0071912333,0.00523961,0.021493163,0.0006959751,0.727444],"genre_scores_gemma":[0.89874065,0.000070662274,0.0022678832,0.018046083,0.004177674,0.00036136506,0.0028150717,0.000107419386,0.073413186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970526,0.0007584913,0.0007524897,0.00066692225,0.00040281657,0.00036668766],"domain_scores_gemma":[0.9935911,0.0051682675,0.0004982628,0.0005894801,0.00007094803,0.00008188668],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.000762723,0.00048396765,0.00060952816,0.00009220756,0.0027126407,0.00013857325,0.00039658113,0.00019497676,0.036215413],"category_scores_gemma":[0.0001646659,0.0002885823,0.00018642658,0.000003743688,0.0038375487,0.000042973577,0.00044603043,0.0010068619,0.0000854802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009475698,0.000014822915,0.00004147907,0.0000044760704,0.0002210217,0.000054398824,0.0494064,0.0000013635637,0.00017822036,0.92579514,0.022889672,0.001298257],"study_design_scores_gemma":[0.00037596602,0.00018281244,0.00074768875,0.00006264699,0.0001807338,0.000029425555,0.0013341865,0.000020397349,0.0000260221,0.23598604,0.7606416,0.0004124816],"about_ca_topic_score_codex":0.0014070179,"about_ca_topic_score_gemma":0.0050754044,"teacher_disagreement_score":0.73775196,"about_ca_system_score_codex":0.00007025533,"about_ca_system_score_gemma":0.00009860181,"threshold_uncertainty_score":0.9999566},"labels":[],"label_agreement":null},{"id":"W4285212342","doi":"10.1484/m.jp-eb.5.126446","title":"Mosaic Glass Tesserae from the Northwest Quarter of Jerash","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mosaic; Quarter (Canadian coin); Geology; Archaeology; Geography","score_opus":0.03109518391252192,"score_gpt":0.20325909425116936,"score_spread":0.17216391033864745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285212342","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026963212,0.0019342841,0.000001867177,0.00055411865,0.0010201727,0.00026029756,0.000983106,0.00006188771,0.99491465],"genre_scores_gemma":[0.089122005,0.00006689805,0.000011288143,0.0007891947,0.001556022,0.00007429526,0.00019295498,0.000056083412,0.90813124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998708,0.000036405887,0.00044127952,0.00032644675,0.00028050822,0.00020732918],"domain_scores_gemma":[0.9987085,0.00037816807,0.00034171593,0.00044786854,0.0000831805,0.00004055204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000088141926,0.00030146327,0.0004932744,0.000043625092,0.0010285891,0.000020446741,0.0003843952,0.00011712667,0.01199756],"category_scores_gemma":[0.000010540127,0.00021158297,0.00026560918,0.0000029587184,0.001283959,0.000027005168,0.00032211462,0.0005351618,0.00009116744],"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":[0.000030595846,0.000013495417,0.00013796316,0.00001661704,0.0003140983,0.0000274685,0.028743383,2.0953487e-7,0.0000017811506,0.93701065,0.031050265,0.0026534956],"study_design_scores_gemma":[0.00013359923,0.000099729565,0.00012699993,0.000032920827,0.00013464445,0.0000027910762,0.00041788022,3.89263e-7,0.0000024639342,0.06821689,0.9306056,0.00022612074],"about_ca_topic_score_codex":0.006462536,"about_ca_topic_score_gemma":0.034195177,"teacher_disagreement_score":0.8995553,"about_ca_system_score_codex":0.000062926745,"about_ca_system_score_gemma":0.000058902046,"threshold_uncertainty_score":0.9889056},"labels":[],"label_agreement":null},{"id":"W4285259919","doi":"10.1484/m.jp-eb.5.126437","title":"Architectural Elements from the Northwest Quarter of Jerash","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Geology; Archaeology","score_opus":0.031987523041768315,"score_gpt":0.20845851452358266,"score_spread":0.17647099148181433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285259919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089126476,0.0008050791,0.0000017107551,0.00039266364,0.0008110468,0.00026467294,0.0006764997,0.000041797208,0.99611527],"genre_scores_gemma":[0.17285159,0.000020543066,0.000021061664,0.00067716785,0.0013392651,0.00005797591,0.00014679937,0.000041633357,0.82484394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987926,0.000034063036,0.00043833346,0.00026799412,0.00027351835,0.00019353162],"domain_scores_gemma":[0.99902165,0.00023195831,0.00032506726,0.00033999077,0.000047846395,0.000033464952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000766422,0.000254661,0.0003828173,0.000042459986,0.0008474949,0.000014430476,0.00032673517,0.00006637186,0.013601716],"category_scores_gemma":[0.0000071824193,0.0001719818,0.00023948877,0.000001868604,0.001074529,0.000015114854,0.00032674894,0.00046226612,0.000055989538],"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":[0.00004656094,0.000010557897,0.00024765276,0.000013782096,0.00042369813,0.000021710895,0.04546803,2.0229747e-7,0.0000015656708,0.93280566,0.009831518,0.011129087],"study_design_scores_gemma":[0.00014090762,0.00010791299,0.00019843383,0.000024389616,0.00010582288,0.0000031837424,0.0002920275,2.482171e-7,0.00000187027,0.06684496,0.9320948,0.0001854014],"about_ca_topic_score_codex":0.004344135,"about_ca_topic_score_gemma":0.029495891,"teacher_disagreement_score":0.9222633,"about_ca_system_score_codex":0.000048252467,"about_ca_system_score_gemma":0.00003525581,"threshold_uncertainty_score":0.9882133},"labels":[],"label_agreement":null},{"id":"W4285268235","doi":"10.1484/m.jp-eb.5.126443","title":"Wall Paintings from the Northwest Quarter of Jerash: Roman to Middle Islamic Periods","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Painting; Islam; Ancient history; Islamic art; Art; History; Archaeology; Visual arts","score_opus":0.03440090624840275,"score_gpt":0.2013411120203436,"score_spread":0.16694020577194085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285268235","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044958014,0.00083747687,0.0000031271018,0.0011197493,0.0007250205,0.00039057806,0.00034000506,0.00007397272,0.9920143],"genre_scores_gemma":[0.26523525,0.000017201766,0.00002315202,0.0017178699,0.0009296661,0.00007516432,0.000067677705,0.00005674875,0.73187727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984826,0.00004695529,0.00049888657,0.00041261324,0.00028607182,0.000272889],"domain_scores_gemma":[0.9988259,0.00026655165,0.00030023154,0.00047935205,0.00008309588,0.00004488197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014760427,0.00034329004,0.00054219295,0.000071117094,0.0011526895,0.000030708445,0.000440504,0.00011646905,0.009764145],"category_scores_gemma":[0.000016628823,0.00025426055,0.00030571446,0.000004343406,0.00090799097,0.00002503983,0.00042361763,0.000486486,0.00012745753],"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":[0.00003547748,0.0000134043585,0.00011971174,0.000021961796,0.0002409295,0.000023495828,0.14643161,2.5853632e-7,0.000004356461,0.83840376,0.012354537,0.0023504794],"study_design_scores_gemma":[0.00012068543,0.00021265059,0.00022603739,0.00006440607,0.00011268823,0.000003006555,0.0011022794,5.221853e-7,0.00000209134,0.039811034,0.958049,0.00029559375],"about_ca_topic_score_codex":0.0136424545,"about_ca_topic_score_gemma":0.064297445,"teacher_disagreement_score":0.94569445,"about_ca_system_score_codex":0.00008701269,"about_ca_system_score_gemma":0.000048102716,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W4285268487","doi":"10.1484/m.jp-eb.5.126442","title":"‘Misfired’ Ceramic tegulae from the Northwest Quarter","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ceramic; Geography; Archaeology; Materials science; Composite material","score_opus":0.03398231301309231,"score_gpt":0.19332387840940635,"score_spread":0.15934156539631403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285268487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059523847,0.0013146022,0.0000025449049,0.0005092809,0.0035590383,0.0003898319,0.0008225953,0.00016094942,0.9926459],"genre_scores_gemma":[0.047563963,0.000020397054,0.000007017416,0.0028958288,0.004042633,0.00006480415,0.00057038676,0.00009248389,0.9447425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998239,0.000055892335,0.00044850493,0.00052045385,0.00040528772,0.00033086957],"domain_scores_gemma":[0.9985306,0.00021278592,0.0003219352,0.00079256477,0.000053742973,0.00008834211],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015542569,0.0004150959,0.00040983822,0.000096056785,0.001365792,0.000062191124,0.0005777167,0.00017461063,0.048533153],"category_scores_gemma":[0.000006586434,0.00031964056,0.00034242962,0.000002576637,0.0019676238,0.00005164807,0.00021839692,0.00093873,0.0008738706],"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":[0.00004515775,0.000013048095,0.00002121697,0.000015289354,0.00018432073,0.00015821909,0.081706494,3.003004e-7,0.0000038151625,0.80079556,0.11189501,0.005161596],"study_design_scores_gemma":[0.00021422123,0.00007980528,0.000099394194,0.000050752802,0.00013218919,0.00002210048,0.0005655321,0.0000023377902,0.0000011577185,0.026168492,0.97228265,0.00038139845],"about_ca_topic_score_codex":0.0014186556,"about_ca_topic_score_gemma":0.015938964,"teacher_disagreement_score":0.8603876,"about_ca_system_score_codex":0.00010795928,"about_ca_system_score_gemma":0.00016845368,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W4285277639","doi":"10.1484/m.jp-eb.5.126444","title":"The Colour Palette of the Northwest Quarter. Geochemical Evidence from Pigments Used on Roman and Early Islamic Wall Decorations","year":2022,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Cultural Heritage Materials Analysis","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":"Palette (painting); Islam; Quarter (Canadian coin); Art; Geology; Pigment; Visual arts; Archaeology; History","score_opus":0.03883219321365595,"score_gpt":0.21895461703310723,"score_spread":0.1801224238194513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285277639","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":[0.8956777,0.00022695627,2.007414e-7,0.0006843577,0.0003841135,0.00056471553,0.0005592857,0.000038245318,0.10186442],"genre_scores_gemma":[0.8279367,0.000028887707,0.0000043079804,0.00017316727,0.00034282924,0.000059631147,0.000048362315,0.00003456757,0.1713715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845105,0.000075279386,0.0005257757,0.0003503887,0.00041580413,0.00018168056],"domain_scores_gemma":[0.9985035,0.00028650474,0.0004973221,0.0006011814,0.00007890945,0.000032576936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012483625,0.00028759238,0.00037267082,0.0000335625,0.0008335756,0.00037086487,0.0004099836,0.000088616405,0.0013756522],"category_scores_gemma":[0.000018266424,0.00017137591,0.00023690042,0.0000055452488,0.0004200591,0.000062208084,0.00019993802,0.00026927193,0.000018768458],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003419963,0.00009115309,0.0017588745,0.00016837794,0.0020989154,0.00009069514,0.08954711,0.000003815744,0.03586333,0.8565096,0.01126106,0.0022650254],"study_design_scores_gemma":[0.0011267968,0.00093120465,0.0071771336,0.0019483287,0.0022524288,0.000019656976,0.0022925753,0.000040216608,0.0035368113,0.0710449,0.90770745,0.0019224695],"about_ca_topic_score_codex":0.0073719374,"about_ca_topic_score_gemma":0.043982096,"teacher_disagreement_score":0.8964464,"about_ca_system_score_codex":0.00006339378,"about_ca_system_score_gemma":0.000041236657,"threshold_uncertainty_score":0.9995372},"labels":[],"label_agreement":null},{"id":"W4401444200","doi":"10.1484/m.jp-eb.5.136425","title":"Objects in and out of Context from the Northwest Quarter in Gerasa","year":2024,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Geography; History; Archaeology","score_opus":0.03525149322456755,"score_gpt":0.21477247932168297,"score_spread":0.17952098609711542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401444200","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":[0.00329657,0.007929784,2.6475664e-7,0.00032122943,0.00059111585,0.00022818279,0.0001340119,0.000017948341,0.9874809],"genre_scores_gemma":[0.606815,0.000057960082,0.0000014448161,0.00022667447,0.00030801079,0.000017893572,0.000007991823,0.000016040354,0.39254898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991639,0.000015528532,0.0003471279,0.00024328708,0.000094761584,0.00013537623],"domain_scores_gemma":[0.9994394,0.00025480715,0.0000996089,0.00016040806,0.000024846266,0.000020885505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007230633,0.0001929737,0.0003973818,0.00007319929,0.00010533718,0.000016469028,0.00010104793,0.00012227934,0.00024923263],"category_scores_gemma":[0.000007232156,0.00013064555,0.000076531935,0.0000019330248,0.0009557704,0.00001570647,0.00012477681,0.0003831035,0.000047187874],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003233332,0.000007255111,0.0007324204,0.00003895187,0.00009082723,0.00008926589,0.23443301,3.5318262e-8,0.0000011607791,0.7576164,0.0015560547,0.005402255],"study_design_scores_gemma":[0.00022027716,0.00006544833,0.0010120602,0.0003274121,0.000038377948,0.0000016607326,0.0023812423,9.3937444e-7,0.0000015973656,0.15502486,0.84073645,0.00018966217],"about_ca_topic_score_codex":0.008409682,"about_ca_topic_score_gemma":0.5036032,"teacher_disagreement_score":0.8391804,"about_ca_system_score_codex":0.000035746863,"about_ca_system_score_gemma":0.000027813447,"threshold_uncertainty_score":0.9981934},"labels":[],"label_agreement":null},{"id":"W4401463405","doi":"10.1484/m.jp-eb.5.136437","title":"Compositions and Raw Materials of Jewellery from the Northwest Quarter","year":2024,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Raw material; Art; Archaeology; Geography; Biology; Ecology","score_opus":0.03116043957168582,"score_gpt":0.25784972439484966,"score_spread":0.22668928482316383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401463405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021204049,0.00025191417,0.0000018840964,0.0010070191,0.00054194423,0.00032132567,0.0001236053,0.000050318846,0.97649795],"genre_scores_gemma":[0.44923234,0.000050224542,0.000015330672,0.0002629497,0.00052936067,0.000009527533,0.00007273872,0.000016052729,0.5498115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901193,0.000055323166,0.00031430248,0.00022829956,0.00024781516,0.0001423393],"domain_scores_gemma":[0.9992896,0.00021736795,0.00016236164,0.0002105837,0.000049249436,0.0000708776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019357062,0.00016571174,0.00027011812,0.000020897523,0.00035289477,0.00013514652,0.00016847688,0.0001932669,0.0024743443],"category_scores_gemma":[0.000010729701,0.00010661039,0.000106279345,0.0000074018712,0.0005326433,0.000037061945,0.000065995235,0.00014505652,0.0004748567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001812983,0.0000069931825,0.0000072918006,0.000026798803,0.00022311028,0.000035210032,0.011575592,1.884086e-7,0.004523175,0.9775105,0.0022382159,0.003834757],"study_design_scores_gemma":[0.00012284078,0.000039768805,0.00044103587,0.0005098482,0.0003160752,0.000011923706,0.0008236447,4.51509e-7,0.0022532123,0.20611237,0.78900415,0.00036470732],"about_ca_topic_score_codex":0.004451391,"about_ca_topic_score_gemma":0.0082222745,"teacher_disagreement_score":0.78676593,"about_ca_system_score_codex":0.000013935335,"about_ca_system_score_gemma":0.00006273359,"threshold_uncertainty_score":0.9984375},"labels":[],"label_agreement":null},{"id":"W4402606362","doi":"10.1484/m.naa-eb.5.141754","title":"An Arctic Thread","year":2024,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary 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":"Thread (computing); Arctic; Computer science; Oceanography; Geology; Programming language","score_opus":0.018281402850717606,"score_gpt":0.20708061964802962,"score_spread":0.18879921679731201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402606362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010299386,0.0031420467,0.000011053645,0.00006846365,0.00048582265,0.00015909225,0.00012706028,0.00009527609,0.9948813],"genre_scores_gemma":[0.1813953,0.000100212616,0.000108406515,0.0002865938,0.00030700277,0.0000013903481,0.00011380772,0.000012420729,0.8176749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99890846,0.000008704164,0.0001929464,0.00043576572,0.00020112083,0.00025297367],"domain_scores_gemma":[0.9995119,0.000039198745,0.00006802431,0.00026092015,0.000005791775,0.00011418238],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008785263,0.00025950774,0.00023189139,0.000056842597,0.00019648066,0.000021513992,0.00019113149,0.00018785249,0.003955401],"category_scores_gemma":[0.000001990673,0.00020753455,0.000111650486,0.0000047854874,0.00055804336,0.000036488516,0.00004291936,0.00032307854,0.0042579337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095884185,0.000020311309,0.0645718,0.00033023028,0.00063812576,0.001952237,0.0018047113,0.00007239475,0.000022217571,0.57450587,0.0027234694,0.35326275],"study_design_scores_gemma":[0.00007721369,0.00024058657,0.011911325,0.00014729727,0.000102397076,0.00020026458,0.00003312084,0.000039420967,0.000017691313,0.56381875,0.42295548,0.0004564584],"about_ca_topic_score_codex":0.0002015881,"about_ca_topic_score_gemma":0.0011173456,"teacher_disagreement_score":0.42023203,"about_ca_system_score_codex":0.000007136468,"about_ca_system_score_gemma":0.00001955912,"threshold_uncertainty_score":0.9969551},"labels":[],"label_agreement":null},{"id":"W4410324144","doi":"10.1484/m.kss-eb.5.143979","title":"Introduction: Cultural Crossroads and Medical Learning in the Medieval North Atlantic World","year":2025,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Royal Irish Academy; Harvard University; University of Oxford; University of Cambridge; University of Glasgow; Dumbarton Oaks Research Library and Collection; American Philosophical Society","keywords":"Atlantic World; History; Ancient history","score_opus":0.026564943810291935,"score_gpt":0.2374591696591895,"score_spread":0.21089422584889758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410324144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003227042,0.00020129714,0.000005389926,0.0023695633,0.000635865,0.0002338139,0.0000090491985,0.00007892777,0.99323905],"genre_scores_gemma":[0.09825126,0.00005583155,0.0000037848863,0.00067823764,0.0035326788,0.000012748818,0.000092494185,0.00001551353,0.89735746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985211,0.000054718388,0.0004417672,0.0002692032,0.00050881924,0.00020437829],"domain_scores_gemma":[0.9993902,0.00007734063,0.00016259952,0.00021265518,0.00008915746,0.000068047906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003435432,0.00025035604,0.00030023002,0.0001497287,0.00047854602,0.00042907495,0.00021393097,0.00012349768,0.0020529218],"category_scores_gemma":[0.000067671295,0.00015512352,0.00009318226,0.000008197922,0.00052951626,0.00008948854,0.00009002419,0.0010090678,0.00007498282],"study_design_candidate":"not_applicable","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":[0.000047962785,0.000014287223,0.00034034278,0.00020507642,0.000090347894,0.00008991484,0.035975322,0.000002149114,3.2436233e-7,0.8604109,0.07586978,0.026953569],"study_design_scores_gemma":[0.00021745326,0.000025691435,0.00032150358,0.00014633637,0.000033495726,0.000059125738,0.00046732518,0.00006606033,4.863981e-7,0.0015627717,0.9969054,0.00019438917],"about_ca_topic_score_codex":0.0005244778,"about_ca_topic_score_gemma":0.021915317,"teacher_disagreement_score":0.9210356,"about_ca_system_score_codex":0.000039133596,"about_ca_system_score_gemma":0.00011272773,"threshold_uncertainty_score":0.99885935},"labels":[],"label_agreement":null},{"id":"W4414022292","doi":"10.1484/m.sca-eb.5.144240","title":"Military Communities from East to West. Understanding Local Contexts and Responses at Dura-Europos and Vindolanda","year":2025,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Ancient and Medieval Archaeology 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":"University of Alberta; Western University","funders":"","keywords":"Ancient history; Geography; Political science; History","score_opus":0.07435724004591263,"score_gpt":0.24337932100255563,"score_spread":0.169022080956643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414022292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04509192,0.008451143,0.00007907142,0.00089134765,0.00078940904,0.0006748368,0.0009698687,0.00013011169,0.9429223],"genre_scores_gemma":[0.38727853,0.00025574127,0.000017380195,0.0010530929,0.00024200173,0.00001554312,0.000043820823,0.000029451716,0.61106443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987164,0.00007322249,0.00035406335,0.00035604712,0.0001985947,0.00030163446],"domain_scores_gemma":[0.9987821,0.0006077997,0.00009389075,0.00029094017,0.00008131119,0.00014393998],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00014679131,0.00041662366,0.000593502,0.0002103441,0.001173141,0.00004515187,0.00014724056,0.00014321599,0.0003160043],"category_scores_gemma":[0.000029246412,0.000361794,0.000088287845,0.000003309136,0.0033507573,0.00004086157,0.0008930276,0.00033049288,0.00002990711],"study_design_candidate":"not_applicable","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":[0.0011751459,0.000011116319,0.000838108,0.00019684329,0.0005874429,0.00014534683,0.1956228,1.1663242e-7,0.000017608667,0.78480434,0.011313597,0.005287499],"study_design_scores_gemma":[0.0009523805,0.00038797018,0.00065268576,0.0014274551,0.00030597512,0.000044313685,0.036971197,0.00000644033,0.000018397985,0.034832045,0.9236827,0.0007184599],"about_ca_topic_score_codex":0.0011933391,"about_ca_topic_score_gemma":0.041863695,"teacher_disagreement_score":0.9123691,"about_ca_system_score_codex":0.00011481523,"about_ca_system_score_gemma":0.000065924694,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W7117484354","doi":"10.1484/m.roma-eb.5.149821","title":"La basilique paléochrétienne d’Ulmetum","year":2025,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Historical and Religious Studies of Rome","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":"Quarter (Canadian coin); Demolition; Altar; Sixth century; Masonry","score_opus":0.016116164488996308,"score_gpt":0.19413567053854028,"score_spread":0.17801950604954397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117484354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000063227844,0.0025827116,0.000005480508,0.00026530633,0.0015061438,0.00028821066,0.00012542261,0.0002410792,0.9949793],"genre_scores_gemma":[0.0020062914,0.00019055922,0.00002688511,0.0006219076,0.001416137,0.000038288683,0.00002291337,0.00006191289,0.9956151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985027,0.00002288723,0.00044085746,0.0004489017,0.0002601002,0.00032459217],"domain_scores_gemma":[0.9989445,0.00016066016,0.0001952194,0.00043881073,0.00015444547,0.00010635934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011502706,0.0004479647,0.0006075729,0.00017762794,0.0005179703,0.000097971606,0.000285035,0.00034465684,0.0011961301],"category_scores_gemma":[0.000022580181,0.0003612452,0.0004114123,0.0000037677353,0.00057320663,0.000019036925,0.00020519555,0.000583701,0.00045119683],"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":[0.000009729235,0.000009346943,2.40949e-7,0.0001137987,0.00014464506,0.00010309535,0.0022840933,3.2535166e-8,0.0000016612315,0.7566195,0.22911339,0.011600438],"study_design_scores_gemma":[0.00014210604,0.00007112145,3.7348957e-7,0.00039053566,0.00011351007,0.000013612959,0.00007745454,3.6258635e-7,0.0000048785896,0.05339732,0.94538206,0.00040665615],"about_ca_topic_score_codex":0.00034012814,"about_ca_topic_score_gemma":0.000934285,"teacher_disagreement_score":0.71626866,"about_ca_system_score_codex":0.00013074843,"about_ca_system_score_gemma":0.0001310381,"threshold_uncertainty_score":0.99988395},"labels":[],"label_agreement":null}]}