{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0f295dc32de2","filters":{"venue":"Ancient World and Archaeology"}},"results":[{"id":"W4236610757","doi":"10.18500/0320-961x-2019-19-183-200","title":"An Assemblage of the Mid-6th Century BC Well from the Berezan Excavations of 1963/1964","year":2019,"lang":"en","type":"article","venue":"Ancient World and Archaeology","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Assemblage (archaeology); Pottery; Archaeology; Excavation; Quarter (Canadian coin); Geography; Ancient history; History","authors":[{"name":"Sergey Yu. Monakhov","is_ca":false},{"name":"E.V. KUZNETSOVA","is_ca":false},{"name":"D.E. CHISTOV","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01704872542741078,"gpt":0.2279434444809149,"spread":0.2108947190535041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002297769,0.0001399047,0.0002750117,0.00007441638,0.0002756071,0.000005039268,0.0003466546,0.00003216749,0.0007103099],"category_scores_gemma":[0.00002339301,0.00007491989,0.00009534156,0.00008852164,0.003228978,0.00005995332,0.000370345,0.0001685793,0.00002505295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006806853,"about_ca_system_score_gemma":0.00003684879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006964698,"about_ca_topic_score_gemma":0.0152406,"domain_scores_codex":[0.9988945,0.0001262807,0.00027812,0.000245067,0.0001695227,0.0002865476],"domain_scores_gemma":[0.9989567,0.0003546291,0.0001826728,0.0003632937,0.00009569858,0.00004700285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000555879,0.0001376711,0.5242423,0.00003281342,0.00009485486,0.000001222467,0.1254326,0.000008908282,0.003808313,0.343272,0.001800124,0.001113555],"study_design_scores_gemma":[0.0005686133,0.000220638,0.3386437,0.00006261833,0.00007404908,0.000001436477,0.01178356,0.0000523452,0.001449991,0.01031756,0.6366646,0.000160931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819003,0.00150319,0.000005951114,0.003176195,0.001154551,0.0002753827,0.00005258155,0.00001181974,0.01192003],"genre_scores_gemma":[0.9930169,0.0002773419,0.00003950026,0.001195628,0.000188088,0.00001000052,0.00001692139,0.000008440927,0.005247153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6348644,"threshold_uncertainty_score":0.9994836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117309419","doi":"10.18500/0320-961x-2025-22-139-145","title":"A Warrior descended into Hades","year":2025,"lang":"","type":"article","venue":"Ancient World and Archaeology","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epitaph; Soul; Fortress (chess); Quarter (Canadian coin); Symbol (formal)","authors":[{"name":"F. V. Shelov-Kovedyaev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01893459853760133,"gpt":0.3154335691903857,"spread":0.2964989706527844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006445175,0.0002743919,0.0005444806,0.0003802986,0.001327265,0.00004758862,0.0003779462,0.0001345517,0.000232432],"category_scores_gemma":[0.0004346875,0.0002489383,0.0001431559,0.001339149,0.008429566,0.0001115673,0.001396635,0.0003692069,0.00005139314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009719101,"about_ca_system_score_gemma":0.0002631996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009354227,"about_ca_topic_score_gemma":0.08739085,"domain_scores_codex":[0.9973203,0.0003361428,0.0004171776,0.0007300213,0.0002616711,0.0009346749],"domain_scores_gemma":[0.9986614,0.0006693463,0.0001063542,0.0002237405,0.0001127356,0.0002264165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009252509,0.0002246983,0.06942943,0.0001577213,0.0001595935,0.00003513242,0.06649572,9.957303e-7,0.0005683353,0.7099487,0.01435303,0.1385342],"study_design_scores_gemma":[0.0004849649,0.0001055471,0.02936386,0.0001673985,0.00007694925,0.000001316433,0.0054752,0.0001131291,0.0002976077,0.08172544,0.8819227,0.0002659137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6055828,0.01534367,0.0004060824,0.3401569,0.002796756,0.0006125248,0.000008317803,0.0001122128,0.03498078],"genre_scores_gemma":[0.9184714,0.002778667,0.000482465,0.004868293,0.0002276193,0.00002653592,0.000001401052,0.000006907224,0.0731367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8675696,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233320020","doi":"10.18500/0320-961x-2017-18-224-251","title":"Complex of Pottery from the Basement (SK 2) from the Settlement Zavetnoe 5 at the South-Eastern Crimea","year":2017,"lang":"en","type":"article","venue":"Ancient World and Archaeology","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pottery; Archaeology; Settlement (finance); Basement; Glaze; Quarter (Canadian coin); Stratigraphy; Geology; Ancient history; Geography; History; Paleontology","authors":[{"name":"R.V. STOYANOV","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07415610949083658,"gpt":0.2656122435282926,"spread":0.191456134037456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004454151,0.000218534,0.0003007746,0.00002908819,0.002540258,0.00003929773,0.0007526643,0.0000249005,0.001791326],"category_scores_gemma":[0.00006015226,0.00009578188,0.0001214947,0.00001866935,0.00862365,0.00005893954,0.00211818,0.0002018522,0.00007167224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001642812,"about_ca_system_score_gemma":0.00002294166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003558312,"about_ca_topic_score_gemma":0.08399422,"domain_scores_codex":[0.9984505,0.0001721711,0.0003172695,0.0003534303,0.0002642142,0.0004423932],"domain_scores_gemma":[0.9980581,0.0007552971,0.0003015014,0.0007494182,0.00007634109,0.00005938858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488596,0.00005769034,0.6466305,0.000009372186,0.0003220752,0.00001311695,0.2542065,0.000001625393,0.0001740478,0.05019183,0.04386451,0.004379909],"study_design_scores_gemma":[0.0004903955,0.00007021386,0.4050944,0.00003042062,0.00009782267,0.000001196798,0.00961398,0.00007606598,0.00007488721,0.004129222,0.5802031,0.0001183476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934284,0.002936306,0.00003548829,0.05618051,0.001239417,0.0003642209,0.0007140384,0.00001660874,0.004229462],"genre_scores_gemma":[0.978305,0.0001730033,0.0000326619,0.01078877,0.0009754324,0.0000407911,0.00009019547,0.00001116967,0.009582924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5363386,"threshold_uncertainty_score":0.9991212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117123295","doi":"10.18500/0320-961x-2025-22-117-138","title":"Antique imports of the VII cent. BC in the Northern Black sea region (about some of the distribution features and their possible explanations)","year":2025,"lang":"","type":"article","venue":"Ancient World and Archaeology","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Antique; Pottery; Greeks; Black sea; Quarter (Canadian coin); Human settlement; Hoard","authors":[{"name":"Igor V. Bruyako","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01242949208718192,"gpt":0.227760141899908,"spread":0.2153306498127261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005983855,0.0002709524,0.0004458042,0.0001666274,0.0008193581,0.00001483567,0.0004188272,0.00009266806,0.00001328939],"category_scores_gemma":[0.000103382,0.0001261945,0.0001658971,0.000361866,0.009876447,0.0001030259,0.0008784291,0.0004244358,4.422438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832117,"about_ca_system_score_gemma":0.0001316703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006580782,"about_ca_topic_score_gemma":0.04383214,"domain_scores_codex":[0.998026,0.0004189802,0.0005436621,0.0003652253,0.0001873444,0.0004588046],"domain_scores_gemma":[0.9986289,0.0004292621,0.0003704806,0.0003927852,0.0001419426,0.00003664277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008110175,0.0001204706,0.557916,0.0001478892,0.00007364918,0.000003589616,0.08900978,0.00001003022,0.00005365254,0.3501154,0.001327253,0.001141102],"study_design_scores_gemma":[0.0006723009,0.0001016019,0.9082779,0.0004532287,0.00009691717,0.00002020304,0.01820042,0.00009393066,0.0007425096,0.0306388,0.04054065,0.0001615683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574219,0.01395126,0.00001864473,0.02555929,0.0008286899,0.0006964669,0.0001174472,0.000006750497,0.001399572],"genre_scores_gemma":[0.9912355,0.00372561,0.000001963174,0.001078265,0.0001206588,0.00002494731,0.0000221616,0.000006699177,0.003784179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3503619,"threshold_uncertainty_score":0.9928181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380360233","doi":"10.18500/0320-961x-2023-21-371-379","title":"LATE HERACLEAN AMPHORAS FROM MOUND 1 OF THE CHEBOTAREV VII BURIAL GROUND","year":2023,"lang":"en","type":"article","venue":"Ancient World and Archaeology","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archaeology; Quarter (Canadian coin); Geography; Ukrainian; Geology; Ancient history; History","authors":[{"name":"Sergey Demidenko","is_ca":false},{"name":"Georgy A. Lomtadze","is_ca":false},{"name":"Petia Morozov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03334431655268197,"gpt":0.2399250058763,"spread":0.2065806893236181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000232539,0.000162673,0.0002958707,0.0001365755,0.0004518665,0.000009637121,0.0002287476,0.00003505287,0.0005849705],"category_scores_gemma":[0.00004550389,0.000105909,0.0001023797,0.0001530177,0.004024476,0.0000684631,0.000659723,0.0001710136,0.00006372666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001235679,"about_ca_system_score_gemma":0.00002716055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007336575,"about_ca_topic_score_gemma":0.01574059,"domain_scores_codex":[0.9987657,0.00008013671,0.000260376,0.0002977541,0.000174847,0.0004211523],"domain_scores_gemma":[0.9993002,0.0002476421,0.0001118602,0.0002107191,0.00006419338,0.00006534405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002441413,0.0001128154,0.1605473,0.00007044985,0.0003077153,0.00003953764,0.3258418,0.00001834279,0.002121762,0.4880641,0.01540206,0.007229964],"study_design_scores_gemma":[0.0007976384,0.0001262157,0.2080916,0.00005148854,0.00006551448,0.000002357104,0.004674946,0.0001061443,0.0003242001,0.05013626,0.7353933,0.000230352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875528,0.0009298143,0.000002798398,0.004246941,0.002164707,0.0001822754,0.00004835517,0.00005578175,0.004816541],"genre_scores_gemma":[0.9807463,0.0002631384,0.00002309075,0.001096518,0.0007573435,0.00001813929,0.00003221953,0.00001205971,0.01705122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7199913,"threshold_uncertainty_score":0.998686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}