{"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":"94e9e10ba011","filters":{"venue":"St. Petersburg State Polytechnical University Journal"}},"results":[{"id":"W3205739456","doi":"10.18721/jest.26201","title":"РАСШИРЕНИЕ ФУНКЦИОНАЛЬНЫХ ВОЗМОЖНОСТЕЙ СИСТЕМЫ ЭЛЕКТРОПИТАНИЯ ПОСТОЯННОГО ТОКА С ПАРАЛЛЕЛЬНОЙ АРХИТЕКТУРОЙ ВВЕДЕНИЕМ ДОПОЛНИТЕЛЬНЫХ СВОЙСТВ КЛЮЧЕЙ","year":2020,"lang":"ru","type":"article","venue":"St. Petersburg State Polytechnical University Journal","topic":"Military Technology and Strategies","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":"Vector Institute","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01336595295403733,"gpt":0.1912518472753739,"spread":0.1778858943213366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002728497,0.0008095737,0.0006201829,0.002382654,0.003796834,0.01092798,0.001417548,0.002685081,0.03960036],"category_scores_gemma":[0.009103811,0.0006892765,0.0008690709,0.001980808,0.007093543,0.00762856,0.003656887,0.00311925,0.01317509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004199487,"about_ca_system_score_gemma":0.007212321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006457267,"about_ca_topic_score_gemma":0.005509909,"domain_scores_codex":[0.9948363,0.001198989,0.0002507055,0.0010311,0.002146014,0.0005367975],"domain_scores_gemma":[0.9948212,0.00139001,0.0004887984,0.0007954004,0.001901478,0.0006030129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006904163,0.00006018852,0.00189034,0.0003353216,0.00003828304,0.0004035704,0.003788354,0.0009530375,0.003335807,0.9145172,0.01437527,0.06023367],"study_design_scores_gemma":[0.00004245602,0.00006824042,0.004312512,0.0004308709,0.00007008003,0.0006388044,0.005619292,0.002444596,0.004979663,0.4674909,0.5137959,0.0001067976],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03489777,0.007233568,0.1034222,0.01773372,0.001488804,0.0002201449,0.0007751147,0.0005653171,0.8336632],"genre_scores_gemma":[0.6333672,0.01007002,0.1033174,0.00296941,0.0009327779,0.0007347295,0.0009437317,0.0007829865,0.2468817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03960036,"threshold_uncertainty_score":0.1324764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174204476","doi":"10.18721/jhss.12209","title":"Searching for multicomponent terms in comparable scientific corpora","year":2021,"lang":"en","type":"article","venue":"St. Petersburg State Polytechnical University Journal","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Computer science; Linguistics; Epistemology; Natural language processing; History; Philosophy","authors":[{"name":"Беляева Лариса Николаевна","is_ca":false},{"name":"Камшилова Ольга Николаевна","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02146179342322107,"gpt":0.2643519645878402,"spread":0.2428901711646191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005054861,0.0006563087,0.0009949801,0.01164719,0.001868323,0.002792646,0.001417479,0.001001719,0.01409354],"category_scores_gemma":[0.02615204,0.0006481082,0.0008459972,0.01361913,0.0009776419,0.003449846,0.002837894,0.001310503,0.003599182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028691,"about_ca_system_score_gemma":0.002089787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430306,"about_ca_topic_score_gemma":0.002003477,"domain_scores_codex":[0.9950548,0.001449448,0.0008442652,0.001426732,0.001029131,0.0001955467],"domain_scores_gemma":[0.981611,0.01026295,0.001347334,0.003413374,0.003028123,0.0003372143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00189526,0.0009612213,0.02525614,0.008873814,0.0007225221,0.01301452,0.01467496,0.006098987,0.1721485,0.05341034,0.02790066,0.675043],"study_design_scores_gemma":[0.0008684813,0.001287087,0.1294319,0.0018637,0.002198627,0.01868147,0.01585905,0.05689282,0.1614496,0.08743726,0.5236235,0.0004065132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5647638,0.008389934,0.3305348,0.001803788,0.000802969,0.001983427,0.02632617,0.003376713,0.06201837],"genre_scores_gemma":[0.5813482,0.002911128,0.346288,0.0003282306,0.0004327666,0.001430903,0.05971637,0.001018115,0.006526381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409354,"threshold_uncertainty_score":0.04714763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}