{"meta":{"query_hash":"dbb10440683c","filters":{"venue":"Bibliotechnyi visnyk"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/dbb10440683c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bibliotechnyi+visnyk"},"results":[{"id":"W3045132152","doi":"10.15407/bv2020.02.003","title":"E-libraries in Canada and Sloveniia","year":2020,"lang":"en","type":"article","venue":"Bibliotechnyi visnyk","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Computer science","score_opus":0.046233620802851295,"score_gpt":0.1904450087953066,"score_spread":0.1442113879924553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045132152","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":[0.83564085,0.0008410691,0.0000045617767,0.0030244014,0.00017947466,0.00013675001,0.00006881124,0.00010634735,0.15999775],"genre_scores_gemma":[0.9945532,0.00003969851,0.00002227789,0.0038927675,0.00019581232,0.000006377685,0.000006423926,0.000016645758,0.0012668136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999215,0.000012503879,0.00018658391,0.00018565998,0.00017391691,0.00022631601],"domain_scores_gemma":[0.999686,0.00004030938,0.00003576306,0.000100618774,0.000022948403,0.00011435273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048234466,0.00012359266,0.00015880907,0.00034620974,0.00011013363,0.0007687842,0.00017425367,0.000028490938,0.0013808662],"category_scores_gemma":[0.000035989066,0.00011452959,0.000022902941,0.00032092357,0.00011008542,0.00087187724,0.00010657045,0.00019043556,0.000022427212],"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":[0.000038028815,0.000020145626,0.0055005956,0.000078785684,0.000014526222,0.00009073893,0.006521812,0.0000026556352,0.000037350037,0.93395007,0.045872223,0.007873046],"study_design_scores_gemma":[0.00027311486,0.0000705821,0.004204589,0.000026940004,0.0000047631574,0.0000024920541,0.003485081,0.000102436235,0.00014357358,0.0062633115,0.98516226,0.00026085367],"about_ca_topic_score_codex":0.53937024,"about_ca_topic_score_gemma":0.9241122,"teacher_disagreement_score":0.93929005,"about_ca_system_score_codex":0.00003739167,"about_ca_system_score_gemma":0.00021543032,"threshold_uncertainty_score":0.999532},"labels":[],"label_agreement":null},{"id":"W3111631279","doi":"10.15407/bv2020.04.045","title":"Reception of Hohol’s Creative Heritage in the Works of Slavists and Researchers of Ukrainian Abroad (Based on the Materials of the Fund of the Department of Foreign Ukrainian of Vernadsky National Library of Ukraine)","year":2020,"lang":"en","type":"article","venue":"Bibliotechnyi visnyk","topic":"Library Science and Information","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Political science; Media studies; Library science; Sociology; Linguistics; Computer science","score_opus":0.06782172164708837,"score_gpt":0.2908351557885331,"score_spread":0.2230134341414447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111631279","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":[0.9925526,0.000078192345,0.00024141875,0.0029211738,0.000035572746,0.0008041231,0.0002087121,0.0000074694512,0.003150747],"genre_scores_gemma":[0.9983803,0.00012611368,0.0011713388,0.00027284186,0.000011492131,0.000014336683,0.000007981114,0.0000067383467,0.000008873412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99712265,0.00042861284,0.000930871,0.00017971356,0.0011783959,0.00015974593],"domain_scores_gemma":[0.9974108,0.0004858958,0.001251836,0.000606538,0.00021115366,0.000033798802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017128855,0.00013342926,0.00035234258,0.00071976514,0.000045525474,0.000029575145,0.0016617695,0.0001101088,0.000060512804],"category_scores_gemma":[0.00035691977,0.00006973195,0.00013009437,0.0056780493,0.0008302137,0.0011507625,0.0003568681,0.0001557978,2.3879184e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018266976,0.0013399237,0.018805718,0.002314295,0.0002333912,0.0000015306748,0.14332037,0.0032128284,0.71931297,0.09164982,0.0032931925,0.014689253],"study_design_scores_gemma":[0.0007482295,0.000915295,0.18064699,0.0006772311,0.000010447232,8.8048074e-7,0.001498463,0.006867624,0.8071037,0.001031766,0.00040253907,0.000096834476],"about_ca_topic_score_codex":0.00010369142,"about_ca_topic_score_gemma":0.0000045400498,"teacher_disagreement_score":0.16184127,"about_ca_system_score_codex":0.000014116744,"about_ca_system_score_gemma":0.00031356947,"threshold_uncertainty_score":0.30880088},"labels":[],"label_agreement":null},{"id":"W3117324005","doi":"10.15407/bv2020.05.038","title":"The Higher Educational Institutions of the Diaspora of Canada as a Mean of Preservation of National Identity (1918 - 1939)","year":2020,"lang":"en","type":"article","venue":"Bibliotechnyi visnyk","topic":"Canadian Identity and History","field":"Social Sciences","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":"Diaspora; Identity (music); National identity; Political science; Sociology; Gender studies; Law; Art; Aesthetics","score_opus":0.04669478794314755,"score_gpt":0.2961133577399094,"score_spread":0.24941856979676183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117324005","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":[0.889023,0.0009889276,0.00006757671,0.051790494,0.0010789756,0.000556804,0.00046882467,0.000016865122,0.056008536],"genre_scores_gemma":[0.9981523,0.00010181783,0.000030599433,0.00018532989,0.00009105745,0.000006888386,0.0000043725104,0.000003234713,0.0014243617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845713,0.00006752719,0.00030310964,0.000088905326,0.0009842061,0.0000991056],"domain_scores_gemma":[0.9987997,0.00012892304,0.00034167102,0.00014693294,0.00051964016,0.00006315932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040360715,0.00004451994,0.000107194355,0.0004951721,0.0004653363,0.0000312048,0.00051809044,0.000060239483,0.0004189634],"category_scores_gemma":[0.00084725296,0.000040481245,0.00007279581,0.0041518584,0.0008648817,0.00034007465,0.000058801852,0.0000903361,0.0000012983929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011367307,0.00005308012,0.0027830803,0.000051949664,0.000030583742,1.21754e-7,0.0028760748,0.00008943951,0.0012586002,0.9151236,0.0776322,0.00008993882],"study_design_scores_gemma":[0.00018670448,0.00002678416,0.28375605,0.000054899087,0.00002913267,2.1957716e-7,0.0014422843,0.00002201935,0.0014353314,0.016134014,0.6968104,0.00010211384],"about_ca_topic_score_codex":0.9609276,"about_ca_topic_score_gemma":0.9890457,"teacher_disagreement_score":0.89898956,"about_ca_system_score_codex":0.0002667912,"about_ca_system_score_gemma":0.010858235,"threshold_uncertainty_score":0.9947493},"labels":[],"label_agreement":null},{"id":"W3203084075","doi":"10.15407/bv2021.03.078","title":"Sourse Base of Ukrainian Studies in the Library of the University of Toronto","year":2021,"lang":"en","type":"article","venue":"Bibliotechnyi visnyk","topic":"Library Science and Information","field":"Computer Science","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":"Ukrainian; Base (topology); Library science; Political science; Computer science; Philosophy; Linguistics; Mathematics","score_opus":0.03390252444537014,"score_gpt":0.24566924344482435,"score_spread":0.2117667189994542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203084075","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":[0.9666328,0.0028285692,0.0024314753,0.008477874,0.0003236481,0.00027677906,0.0000151785225,0.000059442365,0.018954275],"genre_scores_gemma":[0.99574465,0.0005711078,0.0031280436,0.00043231164,0.000009456555,3.1251338e-7,6.5042724e-7,0.0000014448074,0.00011200535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99932563,0.00006846332,0.00016885212,0.000095238545,0.0002514412,0.00009034333],"domain_scores_gemma":[0.9991846,0.000071286006,0.0001431043,0.00053648604,0.00005215816,0.000012375772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028225014,0.000049383354,0.00010914393,0.00023299323,0.00005075096,0.000021633427,0.0012104379,0.000036245747,0.000042254545],"category_scores_gemma":[0.000041000363,0.00003089466,0.00006214027,0.0039414777,0.0001826349,0.003932482,0.00049001956,0.000058543545,0.0000019127854],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000707217,0.0010601596,0.044462062,0.00096792995,0.00013395784,0.000069245514,0.2733484,0.0006817251,0.029051188,0.4709746,0.08995875,0.089221284],"study_design_scores_gemma":[0.0016104818,0.0004741291,0.44247964,0.0007727077,0.00003508408,0.000041367715,0.04981123,0.025303587,0.33911115,0.00841387,0.13140257,0.00054417824],"about_ca_topic_score_codex":0.00010199647,"about_ca_topic_score_gemma":0.000045037494,"teacher_disagreement_score":0.4625607,"about_ca_system_score_codex":0.0000075202715,"about_ca_system_score_gemma":0.00015059496,"threshold_uncertainty_score":0.28509545},"labels":[],"label_agreement":null}]}