{"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":"a007b9de4512","filters":{"venue":"Научный журнал НИУ ИТМО. Серия «Холодильная техника и кондиционирование»"}},"results":[{"id":"W2565600008","doi":"","title":"Хладагенты и хладоносители систем кондиционирования воздуха","year":2015,"lang":"ru","type":"article","venue":"Научный журнал НИУ ИТМО. Серия «Холодильная техника и кондиционирование»","topic":"Refrigeration and Air Conditioning Technologies","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":"Refrigerant; Refrigeration; Coolant; Ozone layer; Chlorofluorocarbon; Flammability; Environmental science; Montreal Protocol; Process engineering; Chemistry; Thermodynamics; Heat exchanger; Engineering; Ozone; Organic chemistry","authors":[{"name":"А А Никитин","is_ca":false},{"name":"Т В Рябова","is_ca":false},{"name":"А В Василенок","is_ca":false},{"name":"В А Павловская","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03712249391373409,"gpt":0.2395578163763353,"spread":0.2024353224626012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000951711,0.0003261823,0.0003153578,0.001167177,0.001459009,0.002770755,0.0004786067,0.0006792241,0.03089673],"category_scores_gemma":[0.001819417,0.0003317692,0.0003498362,0.001482327,0.001151536,0.001198022,0.000928972,0.001273468,0.01168557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502579,"about_ca_system_score_gemma":0.002238545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664751,"about_ca_topic_score_gemma":0.006021766,"domain_scores_codex":[0.9987816,0.0001838972,0.00007816159,0.0002272955,0.0005897511,0.0001393078],"domain_scores_gemma":[0.9992052,0.0001708934,0.00007999702,0.0001336159,0.0003252532,0.00008505412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197527,0.00004295619,0.000833146,0.0003129581,0.00001666667,0.0005986011,0.001244787,0.0006449109,0.008817939,0.6193236,0.02697556,0.3410692],"study_design_scores_gemma":[0.0000133766,0.00003730389,0.00134078,0.00007114336,0.00001421105,0.0004659044,0.0003204297,0.0003787162,0.003985445,0.0505352,0.9428094,0.00002796635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04226381,0.02476791,0.0927504,0.005288472,0.004483586,0.0004403084,0.001980028,0.0009462025,0.8270793],"genre_scores_gemma":[0.5396465,0.02222237,0.1475171,0.0007814722,0.001037822,0.0008434444,0.001333051,0.0008073972,0.2858108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03089673,"threshold_uncertainty_score":0.1033598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565543390","doi":"","title":"Синтетические холодильные агенты, регулируемые Киотским протоколом","year":2015,"lang":"ru","type":"article","venue":"Научный журнал НИУ ИТМО. Серия «Холодильная техника и кондиционирование»","topic":"Refrigeration and Air Conditioning Technologies","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":"Refrigerant; Montreal Protocol; Ozone layer; Greenhouse gas; Environmental science; Global warming; Ozone depletion; Global-warming potential; Greenhouse effect; Environmental economics; Natural resource economics; Meteorology; Climate change; Ozone; Engineering; Economics; Heat exchanger; Ecology; Geography","authors":[{"name":"O. B. Tsvetkov","is_ca":false},{"name":"А. V. Baranenko","is_ca":false},{"name":"Ю А Лаптев","is_ca":false},{"name":"С З Сапожников","is_ca":false},{"name":"Alexey V. Fedorov","is_ca":false},{"name":"А В Кушнеров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03712249391373409,"gpt":0.2395578163763353,"spread":0.2024353224626012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008234262,0.0004059995,0.0003506199,0.001602969,0.001451042,0.00248631,0.0004340614,0.0007923481,0.01695023],"category_scores_gemma":[0.001276171,0.0003692913,0.0003485526,0.001843047,0.00156959,0.001112544,0.001165329,0.001373731,0.006007863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484837,"about_ca_system_score_gemma":0.002274759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331124,"about_ca_topic_score_gemma":0.004394906,"domain_scores_codex":[0.9990546,0.0001118389,0.00004463891,0.0001441656,0.0005401229,0.0001045795],"domain_scores_gemma":[0.9994695,0.0001142693,0.00008075566,0.0000708546,0.0002183987,0.00004621091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242441,0.0000575601,0.001473531,0.0005737136,0.00003160534,0.0007787796,0.001453521,0.00147165,0.02737043,0.5037181,0.01319953,0.4497473],"study_design_scores_gemma":[0.00001962921,0.00007393095,0.002729581,0.0001612917,0.00003637033,0.0009101046,0.0006329566,0.0008792614,0.01286271,0.06121246,0.9204192,0.00006246073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07556608,0.07533757,0.1444952,0.006644573,0.003582573,0.0002923866,0.001247592,0.0005944713,0.6922395],"genre_scores_gemma":[0.6868827,0.05475723,0.1206039,0.0006796385,0.001006505,0.0006524199,0.0006826031,0.00035871,0.1343763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01695023,"threshold_uncertainty_score":0.05670416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2575029895","doi":"","title":"Парижские идеологемы и энергоэффективные рабочие вещества техники низких температур","year":2016,"lang":"ru","type":"article","venue":"Научный журнал НИУ ИТМО. Серия «Холодильная техника и кондиционирование»","topic":"Refrigeration and Air Conditioning Technologies","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":"Montreal Protocol; Refrigeration; Gas compressor; Environmental science; Kyoto Protocol; Refrigerant; Greenhouse gas; Ozone layer; Process engineering; Engineering; Waste management; Ozone; Meteorology; Mechanical engineering","authors":[{"name":"O. B. Tsvetkov","is_ca":false},{"name":"Ю А Лаптев","is_ca":false},{"name":"Н А Галахова","is_ca":false},{"name":"B.D. Timofeev","is_ca":false},{"name":"Alexey V. Fedorov","is_ca":false},{"name":"А В Кушнеров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009104558582446617,"gpt":0.2022346130503129,"spread":0.1931300544678663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101018,0.000397303,0.0003858327,0.001656745,0.001430362,0.002927556,0.0004725183,0.0006940709,0.0151902],"category_scores_gemma":[0.001899823,0.0004404927,0.0003817518,0.002039128,0.001649357,0.001274799,0.001248404,0.001257111,0.006156153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086326,"about_ca_system_score_gemma":0.002164347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794244,"about_ca_topic_score_gemma":0.004820281,"domain_scores_codex":[0.9986877,0.0001941683,0.00007696715,0.0002204634,0.0006991234,0.0001217604],"domain_scores_gemma":[0.9988919,0.0002547708,0.0001584981,0.0002440383,0.0003642469,0.00008659771],"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":[0.0002017388,0.00008589401,0.002819126,0.0005403534,0.00003273303,0.0009284023,0.002340816,0.001582881,0.08000378,0.3865334,0.008720996,0.51621],"study_design_scores_gemma":[0.00003608766,0.0001570644,0.00536349,0.0002161602,0.00006544135,0.001892932,0.001245304,0.001560126,0.05688468,0.07844386,0.8540058,0.0001291563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1620103,0.03905067,0.2120304,0.004072378,0.00218947,0.0003332336,0.001557149,0.00103067,0.5777258],"genre_scores_gemma":[0.7068433,0.02244877,0.1842683,0.0003285692,0.00039852,0.0006008041,0.0007678079,0.0004421403,0.08390177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0151902,"threshold_uncertainty_score":0.05081624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}