{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"31c1d329a66b","filters":{"venue":"Вісник Придніпровської державної академії будівництва та архітектури"}},"results":[{"id":"W2462692062","doi":"","title":"От политехнического института до строительной академии","year":2016,"lang":"uk","type":"article","venue":"Вісник Придніпровської державної академії будівництва та архітектури","topic":"Medical and Biological Sciences","field":"Medicine","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":"Prosperity; Architecture; Quarter (Canadian coin); Vocational education; Higher education; Investment (military); Position (finance); Engineering; Political science; Sociology; Civil engineering; Pedagogy; History; Law; Business; Archaeology","authors":[{"name":"V. I. Bolshakov","is_ca":false},{"name":"Г. П. Евсеева","is_ca":false},{"name":"Galyna Lysenko","is_ca":false},{"name":"С П Волкова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05645237651917418,"gpt":0.3032391461560334,"spread":0.2467867696368592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004962847,0.003178071,0.004389632,0.001035891,0.00149631,0.0005520944,0.004158631,0.003141305,0.05018433],"category_scores_gemma":[0.006396636,0.001830269,0.002206272,0.003536238,0.007373328,0.001290741,0.001939075,0.002726843,0.03224625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171148,"about_ca_system_score_gemma":0.002726095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190127,"about_ca_topic_score_gemma":0.0004271674,"domain_scores_codex":[0.9768198,0.001418008,0.004482942,0.005307383,0.005316114,0.006655721],"domain_scores_gemma":[0.9843259,0.003070458,0.001682744,0.003841999,0.00102924,0.006049657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002619429,0.005059918,0.08286631,0.001136039,0.001518151,0.002462965,0.001111938,0.000005415126,0.1010615,0.02440544,0.2122662,0.5654867],"study_design_scores_gemma":[0.01706965,0.008425898,0.09263003,0.006039741,0.001911971,0.0007652892,0.001873801,0.0002802749,0.01868897,0.02567638,0.8204994,0.006138552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5504851,0.02580441,0.008450743,0.1756361,0.02324453,0.008047363,0.001674031,0.003621842,0.2030358],"genre_scores_gemma":[0.8760501,0.00696038,0.001877419,0.01301842,0.008517435,0.0003384734,0.0001825644,0.0003149091,0.0927403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6082332,"threshold_uncertainty_score":0.9998036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084963975","doi":"","title":"Від політехнічного інституту до будівельної академії","year":2016,"lang":"uk","type":"article","venue":"Вісник Придніпровської державної академії будівництва та архітектури","topic":"Medical and Biological Sciences","field":"Medicine","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":"Prosperity; Architecture; Quarter (Canadian coin); Vocational education; Higher education; Period (music); Position (finance); Engineering; Political science; Sociology; Management; Civil engineering; Pedagogy; Law; History; Business; Archaeology; Art","authors":[{"name":"V. I. Bolshakov","is_ca":false},{"name":"Г. П. Евсеева","is_ca":false},{"name":"Galyna Lysenko","is_ca":false},{"name":"С П Волкова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05645237651917418,"gpt":0.3032391461560334,"spread":0.2467867696368592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006714787,0.003630318,0.004930338,0.001208183,0.001736892,0.0006428476,0.00465856,0.003530421,0.05313646],"category_scores_gemma":[0.008217516,0.002132409,0.002507529,0.004031419,0.008091684,0.001518636,0.002216821,0.003099721,0.03477705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344641,"about_ca_system_score_gemma":0.003148069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370365,"about_ca_topic_score_gemma":0.0004685037,"domain_scores_codex":[0.9737722,0.001934178,0.005009846,0.00594819,0.005821759,0.007513884],"domain_scores_gemma":[0.9819108,0.004002974,0.001925862,0.004333466,0.001133454,0.006693408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002702545,0.005628953,0.06535514,0.00122573,0.001702449,0.002851881,0.001046373,0.000005558968,0.0993119,0.0319054,0.2715959,0.5166682],"study_design_scores_gemma":[0.01447711,0.00610966,0.07522161,0.005303328,0.001729126,0.0007263563,0.00160337,0.000310753,0.01146161,0.02044058,0.8569184,0.005698127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5154102,0.02790141,0.005636636,0.2032786,0.02176835,0.008961609,0.002034884,0.004077469,0.2109309],"genre_scores_gemma":[0.8489413,0.007999741,0.001625413,0.01274396,0.008181324,0.0004008746,0.0002131193,0.000380265,0.119514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5853225,"threshold_uncertainty_score":0.9995627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408364218","doi":"","title":"Техническое состояние железобетонных конструкций балконов в жилых домах после длительного срока эксплуатации в атмосферной среде","year":2010,"lang":"uk","type":"article","venue":"Вісник Придніпровської державної академії будівництва та архітектури","topic":"Environmental and Industrial Safety","field":"Environmental 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":"Apartment; Quarter (Canadian coin); Reinforced concrete; Engineering; Forensic engineering; Civil engineering; Geography; Structural engineering; Archaeology","authors":[{"name":"Н В Савицкий","is_ca":false},{"name":"А А Тытюк","is_ca":false},{"name":"С В Богаченко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005350688109730909,"gpt":0.1916871379442142,"spread":0.1863364498344833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004372962,0.005175608,0.004144201,0.0009917825,0.003765241,0.00148545,0.007311745,0.00500287,0.1244152],"category_scores_gemma":[0.001202398,0.005267477,0.002809553,0.00365771,0.006714615,0.004036874,0.005505605,0.01018929,0.07665607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528598,"about_ca_system_score_gemma":0.0009012709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094102,"about_ca_topic_score_gemma":0.005986135,"domain_scores_codex":[0.972206,0.001434766,0.005504626,0.007113436,0.005996277,0.007744878],"domain_scores_gemma":[0.9835826,0.001155939,0.002611381,0.007264206,0.0002045743,0.005181326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002254353,0.009031855,0.1488495,0.0006081774,0.001670433,0.001686651,0.005109002,0.002895578,0.3266524,0.006079352,0.261062,0.2341007],"study_design_scores_gemma":[0.008458784,0.002040316,0.1255833,0.0005331589,0.001145921,0.0005530979,0.002079545,0.002108302,0.02735097,0.002627526,0.8200805,0.007438587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.79646,0.002224205,0.0006826242,0.01230279,0.01910415,0.005982802,0.002265349,0.001639167,0.1593389],"genre_scores_gemma":[0.9240994,0.002512934,0.004887305,0.006117419,0.006917836,0.0005162496,0.0008386112,0.001140334,0.05296994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590184,"threshold_uncertainty_score":0.9995511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}