{"meta":{"query_hash":"9f88ac4016b7","filters":{"venue":"Herald of Dagestan State Technical University Technical Sciences"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/9f88ac4016b7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Herald+of+Dagestan+State+Technical+University+Technical+Sciences"},"results":[{"id":"W2990497958","doi":"10.21822/2073-6185-2019-46-3-32-42","title":"PREDICTION OF THE USE OF REFRIGERANTS IN LOW-TEMPERATURE EQUIPMENT","year":2019,"lang":"en","type":"article","venue":"Herald of Dagestan State Technical University Technical Sciences","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","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":"Refrigerant; Refrigeration; Evaporator; Heat exchanger; Gas compressor; Air source heat pumps; Process engineering; Thermal expansion valve; Environmental science; Thermodynamics; Boiling; Bundle; Psychrometrics; Mechanical engineering; Materials science; Air conditioning; Engineering; Composite material","score_opus":0.026899004963396936,"score_gpt":0.21286115166954334,"score_spread":0.18596214670614641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990497958","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":[0.96883595,0.0001912975,0.028292727,0.000042458552,0.000011972033,0.00004745718,0.0010431802,0.0002200897,0.0013147767],"genre_scores_gemma":[0.994504,0.000052982767,0.004369891,0.0000028621923,0.0000025824581,0.000020762285,0.0006654876,0.00001632933,0.0003651558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981123,0.000035972982,0.000012555116,0.00006164904,0.000049636325,0.000029016852],"domain_scores_gemma":[0.9986029,0.00082866306,0.0002348025,0.000040091745,0.00022663019,0.00006691641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046407257,0.0005610922,0.00025605035,0.0008096734,0.00015566988,0.0005355314,0.00035286203,0.00045569497,0.0011389268],"category_scores_gemma":[0.002340815,0.00018241757,0.00038874964,0.00039206774,0.0001319964,0.00043559028,0.00019262913,0.00022788072,0.0003435796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003438444,0.00014987179,0.3805914,0.00016646758,0.00006529617,0.00015629029,0.000055433688,0.5818395,0.0084852455,0.0004783518,0.0007424185,0.026925864],"study_design_scores_gemma":[0.0000071419695,0.00019871611,0.1341115,0.000014271731,0.00002937454,0.000047765283,0.00008324123,0.85782605,0.00675809,0.00040722953,0.00050105405,0.000015482896],"about_ca_topic_score_codex":0.005499298,"about_ca_topic_score_gemma":0.0040505254,"teacher_disagreement_score":0.005499298,"about_ca_system_score_codex":0.0004419039,"about_ca_system_score_gemma":0.000385999,"threshold_uncertainty_score":0.010934591},"labels":[],"label_agreement":null},{"id":"W4388022263","doi":"10.21822/2073-6185-2023-50-3-167-171","title":"Algorithmization for calculating the security assessment of AIS operating systems of internal affairs bodies, developed on the basis of an analysis of security requirements GOST R ISO/IEC 15408 and possible threats","year":2023,"lang":"en","type":"article","venue":"Herald of Dagestan State Technical University Technical Sciences","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"GOST (hash function); Computer science; Russian federation; Common Criteria; Information security management system; Software; Computer security; Security information and event management; Cloud computing security; Business; Operating system; Cloud computing","score_opus":0.04325625481426065,"score_gpt":0.2914418118158063,"score_spread":0.24818555700154565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388022263","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050709615,0.000068270376,0.9925925,0.000035490903,0.000015186097,0.00018799445,0.00009067319,0.00075474824,0.001184164],"genre_scores_gemma":[0.0644752,0.00019226104,0.9329967,0.00003065657,0.000020138266,0.00051340193,0.00064712414,0.00010935029,0.0010152264],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977162,0.00060316216,0.0003213993,0.00041449865,0.00083786354,0.00010694216],"domain_scores_gemma":[0.99789363,0.00081360445,0.0001862995,0.00026665567,0.000798863,0.000041035135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017467305,0.0010212526,0.0005587872,0.0025629152,0.0008965122,0.0026203154,0.0010234982,0.0006709395,0.0026603837],"category_scores_gemma":[0.0072133755,0.0003155825,0.0011794296,0.0012994887,0.0007827761,0.001299576,0.001172861,0.0008409434,0.000852734],"study_design_candidate":"theoretical_or_conceptual","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":[0.00019306097,0.00018077553,0.011047642,0.00096484245,0.00019475748,0.0003817107,0.0009507092,0.16319485,0.022403307,0.10481391,0.00647887,0.6891955],"study_design_scores_gemma":[0.0000919372,0.00034182848,0.00716481,0.00027151368,0.00020381119,0.00094194245,0.00044348525,0.8465947,0.030841988,0.080431335,0.032574154,0.00009842805],"about_ca_topic_score_codex":0.0044992124,"about_ca_topic_score_gemma":0.0028901857,"teacher_disagreement_score":0.0044992124,"about_ca_system_score_codex":0.0010642462,"about_ca_system_score_gemma":0.0034461976,"threshold_uncertainty_score":0.009237707},"labels":[],"label_agreement":null}]}