{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"ea001d4a162d","filters":{"venue":"Bulletin of Kharkov National Automobile and Highway University"}},"results":[{"id":"W4405892373","doi":"10.30977/bul.2219-5548.2024.107.0.140","title":"Determining The Conditions For The Efficient Use Of Resources In The Warehouse System","year":2024,"lang":"en","type":"article","venue":"Bulletin of Kharkov National Automobile and Highway University","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Warehouse; Production (economics); Process (computing); Resource (disambiguation); Computer science; Originality; Data warehouse; Operations research; Database; Business; Engineering","authors":[{"name":"О. Pavlenko","is_ca":false},{"name":"Mykola Ryzhykov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509248834519334,"gpt":0.2044453147485321,"spread":0.1893528264033388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786266,0.00005021695,0.00005921593,0.00005975763,0.0001346038,0.00002054315,0.0001014088,0.00002445648,0.000006889758],"category_scores_gemma":[0.00004065498,0.00003004755,0.00003195323,0.00007226191,0.00008424232,0.00001749521,0.0000148901,0.00006324446,7.311353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535215,"about_ca_system_score_gemma":0.00001095203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000176932,"about_ca_topic_score_gemma":0.000003200128,"domain_scores_codex":[0.9996495,0.00002403486,0.0000892887,0.0000689129,0.0001109802,0.00005725098],"domain_scores_gemma":[0.9984669,0.001380884,0.00002603749,0.00006391919,0.00005435983,0.000007875996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008617346,0.00001332129,0.0000256977,0.000109222,0.00002044995,0.000001209768,0.0006132884,0.9745415,0.00001455181,0.0199166,0.004551133,0.0001843945],"study_design_scores_gemma":[0.0004108457,0.00004111781,0.007684742,0.0001345488,0.00006491614,0.000004238126,0.001591328,0.527015,0.0004101012,0.00008391366,0.4624476,0.0001116516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060999,0.001380718,0.1748263,0.003112854,0.0007839059,0.002697326,0.002733934,0.000774743,0.007590309],"genre_scores_gemma":[0.9994334,0.00003210453,0.0003640609,0.00001213961,0.00002117537,0.000004911293,0.00001571578,0.000005020223,0.0001114527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4578965,"threshold_uncertainty_score":0.1225304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401117981","doi":"10.30977/bul.2219-5548.2024.105.1.80","title":"Approaches to calculation of waterpermeable structures made of metal corrugated structures for static and dynamic loads","year":2024,"lang":"en","type":"article","venue":"Bulletin of Kharkov National Automobile and Highway University","topic":"Structural mechanics and materials","field":"Materials Science","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":"Structural engineering; Materials science; Engineering; Computer science","authors":[{"name":"Mykola Harkusha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02831989445641142,"gpt":0.231518703733768,"spread":0.2031988092773565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251911,0.0001060257,0.0002603907,0.0001548847,0.00005976651,0.00001958284,0.00009378788,0.0000606809,0.0002294346],"category_scores_gemma":[0.00004829922,0.0000886008,0.00004214701,0.00007650787,0.0001094792,0.00005609629,0.0000613846,0.00002717404,8.350381e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000354119,"about_ca_system_score_gemma":0.00005495296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009650242,"about_ca_topic_score_gemma":0.000003550253,"domain_scores_codex":[0.9992037,0.00004120051,0.0002187114,0.0002300369,0.0002021622,0.0001041712],"domain_scores_gemma":[0.9994795,0.0001510973,0.000111129,0.00006422262,0.0001503106,0.00004368835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001747038,0.00001082451,0.000006084491,0.0006908704,0.00005247234,0.000001169757,0.0004267105,0.0005011331,0.8926683,0.1043831,0.0006378326,0.000446751],"study_design_scores_gemma":[0.0005876084,0.0002508435,0.001850601,0.00009120589,0.0001048987,0.00001194209,0.0003341197,0.004431151,0.9651752,0.02100002,0.005976861,0.0001855208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976249,0.0002278883,0.0004477595,0.0002023368,0.0001762834,0.0003196128,0.0009247782,0.00002459517,0.0000518629],"genre_scores_gemma":[0.9935749,0.00002462393,0.006069477,0.00001477484,0.00001374477,0.000002319987,0.0000650644,0.000007235644,0.0002278968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08338311,"threshold_uncertainty_score":0.3613036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}