{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"79e8de6246a0","filters":{"venue":"ARAMAZD Armenian Journal of Near Eastern Studies"}},"results":[{"id":"W4323901399","doi":"10.32028/ajnes.v12i1.888","title":"A preliminary report on the 2015 and 2017 field seasons at the Lernagog-1 site in Armenia","year":2018,"lang":"en","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Holocene; Pottery; Geography; Archaeology; Quarter (Canadian coin); Agriculture; Period (music)","authors":[{"name":"Makoto Arimura","is_ca":false},{"name":"Artur Petrosyan","is_ca":false},{"name":"Dmitri Arakelyan","is_ca":false},{"name":"Samvel Nahapetyan","is_ca":false},{"name":"Boris Gasparyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07712741449866876,"gpt":0.2999731398218594,"spread":0.2228457253231906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007640999,0.0001568188,0.000256234,0.00007407695,0.0009346211,0.0000471842,0.0002132558,0.00003249632,0.0002905236],"category_scores_gemma":[0.000190095,0.00008150045,0.00008586751,0.00002705836,0.00238769,0.0001287033,0.0001961975,0.0003456891,0.0001779639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004266583,"about_ca_system_score_gemma":0.0000436586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001344844,"about_ca_topic_score_gemma":0.00107605,"domain_scores_codex":[0.9988718,0.0001428719,0.0003318329,0.0001629382,0.000249191,0.0002413589],"domain_scores_gemma":[0.998749,0.0004216628,0.0003646181,0.0002418824,0.0001606286,0.00006224789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001502372,0.0001275746,0.04243419,0.00003824432,0.000427953,0.001626739,0.581484,0.000006054619,0.0000367381,0.00197822,0.366698,0.003639924],"study_design_scores_gemma":[0.0008469201,0.002407927,0.0245295,0.0003797664,0.00008980042,0.001155479,0.01900749,0.00007648086,0.00003554314,0.0008261341,0.9504317,0.0002132878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591888,0.004785675,0.000003146056,0.02730154,0.001228267,0.0001382443,0.000004974888,0.000007390313,0.007341969],"genre_scores_gemma":[0.9769485,0.0002519733,0.00002170841,0.002175173,0.001052864,0.000006512073,5.651617e-7,0.00001087023,0.01953184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837337,"threshold_uncertainty_score":0.8797542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323915239","doi":"10.32028/ajnes.v13i2.962","title":"An Urartian rock inscription on Mt Taragheh, in Iranian Azerbaijan","year":2019,"lang":"en","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cuneiform; Quarter (Canadian coin); DECIPHER; Documentation; Ancient history; Order (exchange); History; Archaeology; Geography; Computer science","authors":[{"name":"Mirjo Salvini","is_ca":false},{"name":"Maryam Dara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04679403532540099,"gpt":0.2672610667309974,"spread":0.2204670314055964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004093989,0.0002709524,0.0005124068,0.0003230423,0.0002389207,0.0001770922,0.0003231859,0.00004921089,0.0005216404],"category_scores_gemma":[0.00003092385,0.0002237248,0.0001616314,0.00007633085,0.0002025875,0.0007656778,0.00004403284,0.0004080582,0.002625852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869774,"about_ca_system_score_gemma":0.00006536693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001436873,"about_ca_topic_score_gemma":0.0002479575,"domain_scores_codex":[0.9980121,0.0001592621,0.0006902593,0.0002678615,0.0004849868,0.0003854939],"domain_scores_gemma":[0.9988057,0.00004290455,0.000464937,0.0002870056,0.0002484629,0.0001509591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00242215,0.002282832,0.2536944,0.0003770355,0.0009652203,0.0007867106,0.6903611,0.00300068,0.003895526,0.01167606,0.01086773,0.01967058],"study_design_scores_gemma":[0.005810271,0.006705305,0.05071762,0.0014799,0.0001205191,0.0001378893,0.0875899,0.002426315,0.0001353469,0.001023207,0.8426582,0.001195532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905298,0.001337921,0.00001043708,0.0004504855,0.002087753,0.0002353754,0.000007217966,0.00002801716,0.005313033],"genre_scores_gemma":[0.9935524,0.00003945849,0.00009273105,0.000671238,0.0008955259,0.0000051693,0.000001752339,0.00003863228,0.004703019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8317904,"threshold_uncertainty_score":0.9981507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125770925","doi":"10.32028/ajnes-vol-19-pp.420-429","title":"Meghretsots St. Astvatsatsin church in Shushi","year":2025,"lang":"","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Eurasian Exchange Networks","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":"Excavation; Foundation (evidence); Quarter (Canadian coin); Typology; Period (music)","authors":[{"name":"Nzhdeh Yeranyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0534410007595851,"gpt":0.3736929181895911,"spread":0.320251917430006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003896297,0.0006695407,0.001716428,0.0007487315,0.0009034447,0.0005214917,0.001348858,0.0003681847,0.000258479],"category_scores_gemma":[0.0008094459,0.0006305485,0.0005240636,0.002317187,0.002010043,0.0008646501,0.0005517778,0.001660279,0.0001280545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007205826,"about_ca_system_score_gemma":0.000882143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006129021,"about_ca_topic_score_gemma":0.0009187581,"domain_scores_codex":[0.9928238,0.001445905,0.002252138,0.000636052,0.001382653,0.001459398],"domain_scores_gemma":[0.9959459,0.0008359858,0.001454059,0.0004537666,0.0009274476,0.0003828096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001458641,0.001262581,0.3570946,0.0006374339,0.004366922,0.002437225,0.3122945,0.0008373854,0.0001868664,0.00302108,0.03780054,0.2786022],"study_design_scores_gemma":[0.01216751,0.002779031,0.2739129,0.01790948,0.00115656,0.0001999378,0.3612613,0.00142086,0.0001040147,0.01928086,0.307252,0.002555502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721799,0.06892569,0.0001212772,0.02621721,0.006978392,0.0006776504,0.00001631728,0.0000314507,0.02485216],"genre_scores_gemma":[0.9790713,0.01047352,0.0006562969,0.0009703182,0.001597013,0.00001074233,6.897927e-7,0.00004780395,0.007172378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760466,"threshold_uncertainty_score":0.9996146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323790406","doi":"10.32028/ajnes.v15i1-2.1299","title":"Newly discovered Early and Middle Bronze Age tombs in Shirak, Armenia","year":2022,"lang":"en","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Ancient Near East History","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":"Bronze Age; Bronze; Ancient history; Archaeology; Excavation; Chalcolithic; Iron Age; Quarter (Canadian coin); Art; History","authors":[{"name":"Hamazasp Khachatryan","is_ca":false},{"name":"Larisa Yeganyan","is_ca":false},{"name":"Levon Petrosyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07637641945177163,"gpt":0.2465341135126742,"spread":0.1701576940609026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446304,0.0002364851,0.000509475,0.0002340378,0.0006365149,0.0002010146,0.0002911391,0.00002090079,0.0003462507],"category_scores_gemma":[0.00003807072,0.0002107889,0.0001389,0.00008327301,0.0006186068,0.0004399514,0.0003111605,0.0004709201,0.00008355162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201613,"about_ca_system_score_gemma":0.00007929113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004388178,"about_ca_topic_score_gemma":0.0003086914,"domain_scores_codex":[0.9980745,0.0001777912,0.0006150517,0.0002404223,0.0005112207,0.0003809606],"domain_scores_gemma":[0.9990996,0.00007933107,0.0004255792,0.0001715611,0.0001034529,0.0001204788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001216393,0.0007730345,0.06565612,0.0002219184,0.0008877841,0.002462665,0.906425,0.000416052,0.0004417605,0.006756763,0.006572626,0.00816987],"study_design_scores_gemma":[0.00569728,0.002909919,0.04025862,0.0004564617,0.0001627874,0.0003447421,0.1362307,0.0001602891,0.00001552676,0.002994162,0.8098671,0.0009023956],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884279,0.006578071,0.000004514397,0.0005575997,0.001107938,0.000155645,0.00003141599,0.00001471833,0.003122188],"genre_scores_gemma":[0.9887546,0.00007567242,0.0001632182,0.0003471003,0.00047209,0.00001123892,0.000001566357,0.00003361266,0.01014088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032945,"threshold_uncertainty_score":0.8595721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125831007","doi":"10.32028/ajnes-vol-18-pp.175-187","title":"Seleucid royal cities as a model for Artaxata? Considerations on the urban planning of the Hellenistic Armenian capital","year":2025,"lang":"","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Eurasian Exchange Networks","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":"Quarter (Canadian coin); Premise; Capital (architecture); Urban planning; Capital city; Range (aeronautics); Armenian","authors":[{"name":"Winfried Held","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07824079893090265,"gpt":0.3455047747844895,"spread":0.2672639758535869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001597443,0.0005037635,0.0009840628,0.0001781679,0.003128676,0.0004125484,0.00087099,0.0001751244,0.00005704686],"category_scores_gemma":[0.00185942,0.0003262793,0.0006399626,0.0004117028,0.002598173,0.0002176454,0.0003021522,0.0008507978,0.00001585717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002185202,"about_ca_system_score_gemma":0.00116566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598807,"about_ca_topic_score_gemma":0.0002739685,"domain_scores_codex":[0.9957063,0.0007523187,0.001408859,0.0003956032,0.0009439104,0.0007930545],"domain_scores_gemma":[0.9937769,0.002863922,0.001741473,0.0004612877,0.0009868392,0.0001695858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001054034,0.0005119463,0.01564384,0.0003891472,0.005313004,0.00008661078,0.7905907,0.06281824,0.0000842597,0.0701519,0.05167475,0.001681547],"study_design_scores_gemma":[0.005874967,0.00326773,0.004230671,0.01094604,0.002847618,0.0001140985,0.6479785,0.1480584,0.0004127176,0.1612916,0.01344857,0.001529172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353772,0.01307109,0.001055903,0.03616852,0.003380487,0.001634824,0.0001288664,0.00002363255,0.009159526],"genre_scores_gemma":[0.9886527,0.000346537,0.0004057475,0.001587459,0.0009105763,0.00004328242,6.571324e-7,0.00003726839,0.008015758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426122,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323915407","doi":"10.32028/ajnes.v13i1.953","title":"Some Mannean glazed bricks from the Little Zab River Basin, Northwestern Iran","year":2019,"lang":"en","type":"article","venue":"ARAMAZD Armenian Journal of Near Eastern Studies","topic":"Archaeology and Historical 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":"Excavation; Archaeology; Human settlement; Geography; Period (music); Quarter (Canadian coin); Structural basin; Iron Age; Ancient history; History; Art; Geology; Geomorphology","authors":[{"name":"Salah Salimi","is_ca":false},{"name":"Salahaddin Ebrahimipour","is_ca":false},{"name":"Obaid Sorkhabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0472763931416054,"gpt":0.2434052877249105,"spread":0.1961288945833051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002653554,0.0002773118,0.0006487452,0.00005685524,0.000866136,0.00009338376,0.0004442711,0.0000474175,0.0003812171],"category_scores_gemma":[0.00004432131,0.0001666832,0.0002904605,0.00004129982,0.001518457,0.0003742389,0.0002850532,0.0004114509,0.0008402612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006886045,"about_ca_system_score_gemma":0.00002905142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777331,"about_ca_topic_score_gemma":0.0008342459,"domain_scores_codex":[0.9983006,0.0001553442,0.000575703,0.0002338527,0.0003655474,0.0003689787],"domain_scores_gemma":[0.998481,0.0004375522,0.0004610843,0.0002573865,0.0002715024,0.00009144009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005902875,0.0002184632,0.3029167,0.00005182809,0.003015765,0.000203385,0.6611822,0.0000214734,0.00001542512,0.006004919,0.01373293,0.01204662],"study_design_scores_gemma":[0.00203371,0.000788426,0.06448909,0.0002190461,0.0002650888,0.00003540354,0.03862568,0.00002245368,0.000009413904,0.01185111,0.8812523,0.0004082067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725379,0.01795514,0.000009905275,0.004153658,0.002581079,0.0001740245,0.00003422473,0.00002643693,0.002527664],"genre_scores_gemma":[0.9870046,0.0008704828,0.0001035943,0.001589755,0.002502188,0.000004174819,0.00000249016,0.00002657725,0.007896145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8675194,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}