{"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":"f4bb228e2eea","filters":{"venue":"Инженерный вестник Дона"}},"results":[{"id":"W123369600","doi":"","title":"Многоквартирные жилые дома конца 19-начала 20 веков","year":2012,"lang":"ru","type":"article","venue":"Инженерный вестник Дона","topic":"Urban and spatial planning","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; Architectural engineering; Quarter (Canadian coin); Envelope (radar); Brick; Engineering; Core (optical fiber); Civil engineering; Geography; Archaeology; Telecommunications","authors":[{"name":"Москаленко Александр Иванович","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02113620740965497,"gpt":0.2259460029282166,"spread":0.2048097955185617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001233423,0.001007858,0.0008790909,0.0002036743,0.0008845233,0.0002964348,0.001297825,0.0006648783,0.02745041],"category_scores_gemma":[0.0002459409,0.0009997808,0.0004589929,0.0008461287,0.0007750831,0.001533833,0.0009820682,0.001083431,0.04223301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007335166,"about_ca_system_score_gemma":0.00009449572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723152,"about_ca_topic_score_gemma":0.0003829654,"domain_scores_codex":[0.9931571,0.0003323188,0.001049101,0.001202974,0.001466355,0.002792171],"domain_scores_gemma":[0.9959186,0.0002998086,0.0004569062,0.001448524,0.00003061778,0.001845549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001835289,0.001173795,0.4738245,0.0001250142,0.0002131658,0.0001469626,0.006700635,0.0005479084,0.01772715,0.00171354,0.4676269,0.03001696],"study_design_scores_gemma":[0.001391508,0.0003055232,0.1374789,0.0001573899,0.0002329882,0.0001088952,0.0009750185,0.00172951,0.004481049,0.000383182,0.8509114,0.00184466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5637306,0.01636514,0.002148778,0.005660357,0.01024522,0.001984627,0.0005501327,0.0007507897,0.3985644],"genre_scores_gemma":[0.9462124,0.0003388665,0.001440053,0.003100116,0.001829371,0.00004493639,0.0001167216,0.0001554078,0.04676217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3832846,"threshold_uncertainty_score":0.9992453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300246986","doi":"","title":"К вопросу об использовании полимерных материалов в строительстве подземных сооружений","year":2015,"lang":"ru","type":"article","venue":"Инженерный вестник Дона","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","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":"Waterproofing; Durability; Potash; Forensic engineering; Groundwater; Mining engineering; Engineering; Environmental science; Geology; Geotechnical engineering; Civil engineering; Metallurgy; Materials science; Composite material","authors":[{"name":"С Г Страданченко","is_ca":false},{"name":"С. А. Масленников","is_ca":false},{"name":"А Ю Прокопов","is_ca":false},{"name":"К В Маштакова","is_ca":false},{"name":"Я Ю Махонько","is_ca":false},{"name":"К С Яковлева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02287741160647284,"gpt":0.2002127461276352,"spread":0.1773353345211623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001481356,0.001845398,0.001933009,0.0005933373,0.0002966281,0.0004304742,0.002042227,0.001659234,0.001878429],"category_scores_gemma":[0.00106825,0.001927353,0.0009032594,0.001968231,0.0002619966,0.0008117324,0.001093933,0.002699764,0.010309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085616,"about_ca_system_score_gemma":0.0003045793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008035,"about_ca_topic_score_gemma":0.0001042441,"domain_scores_codex":[0.9911196,0.0001705116,0.002075609,0.001761734,0.001772407,0.003100153],"domain_scores_gemma":[0.9935833,0.0003944086,0.0002995604,0.00251336,0.0004513929,0.002758035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004640617,0.001476531,0.0002723201,0.002187958,0.001646008,0.002579632,0.002614061,0.6404264,0.01407073,0.02294035,0.1373997,0.1739222],"study_design_scores_gemma":[0.005147221,0.0008309369,0.000309952,0.0009797341,0.0005973625,0.0005275666,0.001126015,0.138261,0.01033179,0.008735427,0.8282956,0.004857434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1810433,0.06205808,0.4811838,0.01934965,0.04179038,0.007120589,0.001239935,0.02247833,0.183736],"genre_scores_gemma":[0.9807917,0.000632451,0.005891247,0.0007300596,0.001964203,0.0001843713,0.0001335171,0.0006140249,0.00905842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7997485,"threshold_uncertainty_score":0.9996368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}