{"meta":{"query_hash":"c8e32663a0b9","filters":{"venue":"Bulletin of Lviv National Academy of Arts"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/c8e32663a0b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bulletin+of+Lviv+National+Academy+of+Arts"},"results":[{"id":"W4391253808","doi":"10.37131/2524-0943-2023-51-10","title":"The Influence of Structuralism on the Formation of Contemporary Ukrainian Plastic Art","year":2023,"lang":"en","type":"article","venue":"Bulletin of Lviv National Academy of Arts","topic":"Diverse Scientific Research in Ukraine","field":"Environmental 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; Structuralism (philosophy of science); Aesthetics; Art; Philosophy; Epistemology; Linguistics","score_opus":0.049243026168776405,"score_gpt":0.2885299200314744,"score_spread":0.23928689386269797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391253808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84849674,0.005961036,0.0019606997,0.0009120736,0.000051281764,0.000016985005,0.000038646947,0.000026435024,0.14253615],"genre_scores_gemma":[0.9975673,0.00045669577,0.00021300434,0.000021809376,0.0000061275755,0.0000017842962,0.0000070620913,0.000006428256,0.0017197352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922585,0.00022556972,0.000045461617,0.0001426389,0.00017205077,0.00018837047],"domain_scores_gemma":[0.99972993,0.00006951618,0.00007787091,0.000044837412,0.000049655016,0.000028146816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008743902,0.00020749735,0.00021727868,0.0014396359,0.0051228832,0.0032109823,0.00036475138,0.00037151523,0.0019009201],"category_scores_gemma":[0.0008854378,0.00023562573,0.00026011004,0.001015096,0.0077418536,0.001210219,0.0023844752,0.0008337974,0.00022876218],"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":[0.00019588924,0.000062485706,0.021456273,0.00042982286,0.00007424155,0.002895363,0.18459587,0.0028174173,0.005838501,0.68345505,0.0013430947,0.09683595],"study_design_scores_gemma":[0.000037026417,0.00033714465,0.31589627,0.0007565695,0.00015153651,0.0071778274,0.08586027,0.004194343,0.010195334,0.11787276,0.45739675,0.00012411662],"about_ca_topic_score_codex":0.012327917,"about_ca_topic_score_gemma":0.018969063,"teacher_disagreement_score":0.012327917,"about_ca_system_score_codex":0.006532763,"about_ca_system_score_gemma":0.0022844959,"threshold_uncertainty_score":0.047398686},"labels":[],"label_agreement":null},{"id":"W4400981265","doi":"10.37131/2524-0943-2024-52-10","title":"Fashion photography in Ukraine: to the problem of source analysis","year":2024,"lang":"en","type":"article","venue":"Bulletin of Lviv National Academy of Arts","topic":"Fashion and Cultural Textiles","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":"Ukrainian; Photography; Popularity; Quarter (Canadian coin); Field (mathematics); Scientific field; History; Visual arts; Art history; Sociology; Art; Political science; Law; Archaeology; Linguistics; Philosophy; Engineering","score_opus":0.03259334863562144,"score_gpt":0.26709320364343186,"score_spread":0.23449985500781043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400981265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5465136,0.124140665,0.033520494,0.019733831,0.0017460468,0.000116112635,0.0021584018,0.0002817735,0.27178907],"genre_scores_gemma":[0.97044826,0.017418476,0.0038923365,0.00045319428,0.0003290748,0.000032377728,0.00048279235,0.00013654042,0.0068069096],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9972818,0.001075145,0.00023568168,0.00042172062,0.000780696,0.00020497713],"domain_scores_gemma":[0.9937937,0.0030447587,0.0008172594,0.00086807815,0.0013798135,0.000096361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031928928,0.0003192544,0.0005607399,0.009089061,0.0036827892,0.008506728,0.0007800021,0.0005816915,0.0037420362],"category_scores_gemma":[0.010155421,0.00027190926,0.00037837357,0.011372635,0.004177415,0.005685362,0.004129771,0.0014475632,0.0005464986],"study_design_candidate":"qualitative","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":[0.00015785437,0.000036268506,0.047351085,0.002151908,0.00014449342,0.0024100672,0.19153522,0.00077783276,0.0008492091,0.3410464,0.014009481,0.3995301],"study_design_scores_gemma":[0.000008287182,0.000059470927,0.13851975,0.005079396,0.00016827797,0.002525707,0.23302148,0.0015879215,0.0021236595,0.064548716,0.55228746,0.00006983551],"about_ca_topic_score_codex":0.022612605,"about_ca_topic_score_gemma":0.0163625,"teacher_disagreement_score":0.022612605,"about_ca_system_score_codex":0.005898051,"about_ca_system_score_gemma":0.00398265,"threshold_uncertainty_score":0.04496199},"labels":[],"label_agreement":null},{"id":"W4410788898","doi":"10.37131/2524-0943-2021-45-16","title":"The figure of Ukrainian artist Irena-Romana Nosyk in the columns of foreign press","year":2021,"lang":"en","type":"article","venue":"Bulletin of Lviv National Academy of Arts","topic":"Polish Historical and Cultural Studies","field":"Social 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":"Ukrainian; Art; Art history; Philosophy; Linguistics","score_opus":0.05585078943127819,"score_gpt":0.3136716828767566,"score_spread":0.2578208934454784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410788898","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073935012,0.09827881,0.0011197025,0.028840812,0.04259,0.00003087119,0.0011191666,0.0009510851,0.8196761],"genre_scores_gemma":[0.07781824,0.020397281,0.0006699052,0.003783629,0.0056802765,0.000017119048,0.0005060637,0.00075666636,0.8903708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954104,0.000077520424,0.000027292199,0.0001272455,0.00014488427,0.00008204062],"domain_scores_gemma":[0.9994861,0.000075750184,0.00004789557,0.00007489246,0.00021359345,0.00010176256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049327716,0.0007892151,0.0005145077,0.0015713127,0.004220615,0.006857498,0.0005404817,0.00079689856,0.090236105],"category_scores_gemma":[0.0015921292,0.00024815105,0.00027671296,0.0016526923,0.0017845114,0.0023400155,0.0015443887,0.0020385892,0.036006644],"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":[0.000045954697,0.000010255795,0.0004712942,0.0001838614,0.000010992552,0.00038196793,0.001782651,0.00010792986,0.00053228426,0.04366004,0.90680456,0.046008103],"study_design_scores_gemma":[5.5029386e-7,0.0000015163209,0.00030410077,0.000032273718,0.0000013141249,0.000107862594,0.0002859559,0.000010879242,0.000065627064,0.00014140664,0.9990466,0.000001888979],"about_ca_topic_score_codex":0.020634396,"about_ca_topic_score_gemma":0.028516386,"teacher_disagreement_score":0.090236105,"about_ca_system_score_codex":0.003190488,"about_ca_system_score_gemma":0.0021014751,"threshold_uncertainty_score":0.3018698},"labels":[],"label_agreement":null}]}