{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"65d554e864c5","filters":{"venue":"cyberleninka.ru"}},"results":[{"id":"W6926247125","doi":"10.24412/2307-180x-2023-8-259-266","title":"PLANNING AND ORGANISATION OF WORK IN THE 4D BIM PROJECT OF AN INDUSTRIAL BUILDING","year":2023,"lang":"en","type":"article","venue":"cyberleninka.ru","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Workgroup; Work (physics); Building information modeling; Project planning; Scheme (mathematics); Work breakdown structure","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06828913781892719,"gpt":0.3148317448105863,"spread":0.2465426069916591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003440564,0.0004195109,0.0002727398,0.002146299,0.003203216,0.002470422,0.0009708641,0.0009520276,0.006169164],"category_scores_gemma":[0.005025228,0.000428597,0.0003638104,0.002672611,0.002483404,0.002060295,0.00275211,0.0006575634,0.001419949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978694,"about_ca_system_score_gemma":0.005628629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00609094,"about_ca_topic_score_gemma":0.01023514,"domain_scores_codex":[0.9956245,0.002658375,0.0001398235,0.0004091015,0.0008763571,0.0002918883],"domain_scores_gemma":[0.9974397,0.001012413,0.0002391013,0.000760776,0.000306376,0.0002415288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00101566,0.002010353,0.05797946,0.0007485221,0.00004338193,0.001892037,0.08977579,0.06009211,0.01133222,0.07061709,0.006105989,0.6983874],"study_design_scores_gemma":[0.0001975166,0.003187502,0.1387914,0.0009775845,0.0001057904,0.002926911,0.211453,0.08964781,0.04164262,0.05491041,0.4555587,0.0006007547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7641376,0.0003856622,0.1590877,0.001063868,0.00006925101,0.001082988,0.001320155,0.0005420782,0.07231067],"genre_scores_gemma":[0.7828829,0.0003606679,0.2019828,0.00003919156,0.0000112006,0.0004792359,0.001062499,0.00009894488,0.01308257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006169164,"threshold_uncertainty_score":0.02063793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131814112","doi":"10.24412/2226-0757-2025-13273","title":"Оценка эффективности терапии препаратом Церетон в лекарственной форме раствора для приема внутрь в отношении когнитивных и психоэмоциональных нарушений у пожилых пациентов с додементными когнитивными расстройствами","year":2025,"lang":"","type":"article","venue":"cyberleninka.ru","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Cognition; Anxiety disorder; Mood","authors":[{"name":"Шишкова Вероника Николаевна","is_ca":false},{"name":"Капустина Людмила Анатольевна","is_ca":false},{"name":"Шишков Всеволод Алексеевич","is_ca":false},{"name":"Винокуров Владимир Геннадьевич","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008323551881558396,"gpt":0.2871229162136399,"spread":0.2787993643320815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001752615,0.0007369568,0.0004991238,0.001944247,0.003315064,0.00924623,0.0009960486,0.002052937,0.04018115],"category_scores_gemma":[0.00593317,0.0007273247,0.0007710584,0.001719268,0.005624345,0.004867856,0.002850753,0.003337446,0.01707426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129659,"about_ca_system_score_gemma":0.004675509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004795929,"about_ca_topic_score_gemma":0.004126423,"domain_scores_codex":[0.9971294,0.0006723719,0.0001568511,0.0005227669,0.001236409,0.0002821977],"domain_scores_gemma":[0.9976851,0.0005450867,0.0002424167,0.0004447527,0.00086235,0.0002202885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00003527334,0.00002286818,0.0004015197,0.0001539731,0.00001788975,0.0002180378,0.001850933,0.0004547159,0.001950644,0.9501507,0.01019157,0.03455181],"study_design_scores_gemma":[0.00002698669,0.00004292778,0.001188801,0.0002415449,0.0000351202,0.0004794663,0.001825257,0.001091552,0.003567947,0.3139496,0.677475,0.00007564434],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01476777,0.007139894,0.08238928,0.01002786,0.002418488,0.0001716268,0.0004401489,0.0005730079,0.8820719],"genre_scores_gemma":[0.4841657,0.0132745,0.1110106,0.002385208,0.001836343,0.0006857809,0.0006248244,0.001185945,0.3848312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04018115,"threshold_uncertainty_score":0.1344194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926664775","doi":"10.24412/2520-6990-2021-14101-41-49","title":"BREEDING A NEW POPULATION OF MEAT-BASED SIMMENTAL CATTLE IN THE CARPATHIAN REGION OF UKRAINE","year":2021,"lang":"en","type":"article","venue":"cyberleninka.ru","topic":"Diatoms and Algae Research","field":"Materials 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":"Population; Sire; Herd; Breed; Genotype; Beef cattle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0336547355336765,"gpt":0.2881309818361248,"spread":0.2544762463024484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141099,0.000154656,0.0001960248,0.0006420041,0.0005077428,0.0002780159,0.0002889365,0.00008231415,0.0008482565],"category_scores_gemma":[0.0002114081,0.0001073133,0.0001675559,0.0004523139,0.0004294931,0.0001335272,0.0002727076,0.0001584124,0.0001185339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006902823,"about_ca_system_score_gemma":0.0005125795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627743,"about_ca_topic_score_gemma":0.06564277,"domain_scores_codex":[0.9998046,0.00003332829,0.00000932936,0.00007534033,0.00003764989,0.00003982253],"domain_scores_gemma":[0.9998305,0.00001616184,0.00003844575,0.00002966302,0.0000342515,0.00005101425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004108134,0.0001946567,0.9571847,0.00002056795,0.00009378244,0.0008004936,0.00254786,0.0002351511,0.02293868,0.0002069651,0.0001310889,0.01523526],"study_design_scores_gemma":[0.000008023843,0.0003518024,0.9959801,0.000004229757,0.00001891322,0.0006553572,0.001073419,0.0003121047,0.0006693127,0.00002184408,0.0009011141,0.000003617223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997302,0.000009206883,0.00006436313,0.000001573022,4.561222e-7,0.000003725178,0.00002384145,0.000001810175,0.0001647658],"genre_scores_gemma":[0.998606,0.00002283037,0.000356185,0.000009543164,0.000001373667,0.000006715159,0.0002175333,0.000001473246,0.0007782793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627743,"threshold_uncertainty_score":0.05224895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131436242","doi":"10.24412/2226-0757-2025-13360","title":"Нейрометаболическая коррекция в схеме амбулаторного наблюдения пациента с осложненным течением сахарного диабета 2-го типа (клиническое наблюдение)","year":2025,"lang":"","type":"article","venue":"cyberleninka.ru","topic":"Neurological Disorders and Treatments","field":"Neuroscience","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":"Cognition; Identification (biology); Context (archaeology); Montreal Cognitive Assessment","authors":[{"name":"Камчатнов П. Р.","is_ca":false},{"name":"Осмаева З. Х.","is_ca":false},{"name":"Абусуева Б. А.","is_ca":false},{"name":"Митяева Е. В.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0206981325148726,"gpt":0.283197600651841,"spread":0.2624994681369684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155992,0.000641535,0.0005665176,0.002310789,0.002521144,0.00757003,0.0009384177,0.001931138,0.03125244],"category_scores_gemma":[0.004716197,0.0006811889,0.0008162662,0.001838357,0.00379237,0.004296535,0.002422628,0.002195356,0.01212447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066875,"about_ca_system_score_gemma":0.003463815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576999,"about_ca_topic_score_gemma":0.002942876,"domain_scores_codex":[0.9971544,0.0004986317,0.0001487194,0.0005610996,0.001302034,0.0003352459],"domain_scores_gemma":[0.9972945,0.0006292937,0.0003300738,0.0004159517,0.001055446,0.000274705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0002030005,0.00008815024,0.002686387,0.0005917188,0.00005733551,0.0008138664,0.003263865,0.001806412,0.02576376,0.8076696,0.01718181,0.1398741],"study_design_scores_gemma":[0.00005729226,0.0001391908,0.004579294,0.0003339835,0.00008712331,0.001502682,0.003468664,0.003182272,0.0249554,0.2967331,0.6647909,0.0001700236],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07426472,0.0149973,0.1491655,0.009459623,0.002635126,0.0003248864,0.001520343,0.001010379,0.7466221],"genre_scores_gemma":[0.6554577,0.01393422,0.116966,0.001878637,0.001089339,0.0008241898,0.001247511,0.000799862,0.2078026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03125244,"threshold_uncertainty_score":0.1045498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131386399","doi":"10.24412/2226-0757-2025-13356","title":"Опыт применения мемантина у амбулаторных пациентов с додементными когнитивными нарушениями","year":2025,"lang":"","type":"article","venue":"cyberleninka.ru","topic":"Traumatic Brain Injury Research","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":"Cognition; Context (archaeology); Set (abstract data type); Focus (optics)","authors":[{"name":"Шишкова В. Н.","is_ca":false},{"name":"Капустина Л. А.","is_ca":false},{"name":"Шишков В. А.","is_ca":false},{"name":"Винокуров В. Г.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04758070321734942,"gpt":0.3760030285318975,"spread":0.3284223253145481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002048896,0.0008242065,0.0005864702,0.002535758,0.00332533,0.00983741,0.001282905,0.002336657,0.06096824],"category_scores_gemma":[0.006642236,0.0008987564,0.0008771393,0.002118652,0.004290049,0.005603491,0.003407953,0.002991462,0.02016567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003538638,"about_ca_system_score_gemma":0.006173566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006839906,"about_ca_topic_score_gemma":0.005738824,"domain_scores_codex":[0.9963767,0.0006943863,0.0002060789,0.0006404017,0.001691797,0.0003907115],"domain_scores_gemma":[0.9970269,0.0006928231,0.0003317507,0.0005422599,0.001128033,0.0002783295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001435705,0.00008589666,0.001915399,0.0005314271,0.00005179083,0.0007264832,0.003913092,0.001371916,0.01239133,0.8486536,0.02141703,0.1087984],"study_design_scores_gemma":[0.0000423449,0.00008999105,0.002951466,0.0003681886,0.00007261377,0.0008470272,0.003603151,0.001796233,0.01220617,0.1736616,0.8042383,0.0001228789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03313329,0.008492058,0.09963245,0.01044091,0.00219332,0.0003459161,0.001180525,0.0008786312,0.843703],"genre_scores_gemma":[0.5385944,0.01249843,0.1093201,0.002594451,0.001060879,0.001157789,0.001126027,0.001200821,0.3324471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06096824,"threshold_uncertainty_score":0.2039591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926250373","doi":"10.24412/2411-0450-2022-4-1-18-28","title":"ESPECIALITIES OF THE PRACTICE OF CONSUMER CREDIT IN RUSSIA DURING THE PERIOD OF ECONOMIC INSTABILITY","year":2022,"lang":"en","type":"article","venue":"cyberleninka.ru","topic":"Microbial Natural Products and Biosynthesis","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":"Population; Debt; Period (music); Quarter (Canadian coin); Consumer debt; Bad debt; Household debt","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00975613044832542,"gpt":0.2422614907399207,"spread":0.2325053602915952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000672012,0.00008597105,0.0001103562,0.0008603996,0.00111245,0.00136041,0.0002197433,0.0004945584,0.001991707],"category_scores_gemma":[0.002238676,0.00008149089,0.0001063093,0.001420974,0.001172962,0.0006429334,0.001105849,0.0006283302,0.0001966437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412536,"about_ca_system_score_gemma":0.001488964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00446415,"about_ca_topic_score_gemma":0.005711642,"domain_scores_codex":[0.9993772,0.000206749,0.00006442748,0.0000790432,0.0001503632,0.0001222523],"domain_scores_gemma":[0.998898,0.0002631027,0.0005014984,0.00006676393,0.0001194337,0.0001511356],"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":[0.0004268345,0.0001523898,0.6661602,0.0005915113,0.0000470986,0.006671494,0.06055479,0.001301443,0.005060644,0.03963386,0.0068193,0.2125804],"study_design_scores_gemma":[0.000004026946,0.000141415,0.8940057,0.0002545236,0.00001847177,0.006845061,0.02753925,0.0006846088,0.001087314,0.004772214,0.06462049,0.00002689139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672182,0.008680955,0.0007475048,0.003532716,0.00009438596,0.00001650798,0.0002020505,0.00001723806,0.01949046],"genre_scores_gemma":[0.9949375,0.003029854,0.0001568255,0.00008598353,0.00005455802,0.000003733241,0.00004148362,0.00000308113,0.001686962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00446415,"threshold_uncertainty_score":0.01024872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6888964014","doi":"10.24412/2520-6990-2021-895-15-19","title":"THE IMPACT OF MARS EL GROWTH REGULATOR ON THE YIELD OF CARROTS","year":2021,"lang":"en","type":"article","venue":"cyberleninka.ru","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","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":"Mars Exploration Program; Yield (engineering); Regulator; Germination; Growth regulator; Plant growth","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02214801917334143,"gpt":0.2387612917140447,"spread":0.2166132725407033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607589,0.0003884612,0.0003223938,0.000344378,0.0002279609,0.0003659361,0.0001980491,0.0002587398,0.001362256],"category_scores_gemma":[0.0002668648,0.0001244569,0.0002869843,0.0001898166,0.0001802547,0.0002716781,0.0002170946,0.0003141027,0.0001876689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326759,"about_ca_system_score_gemma":0.0002564383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004811334,"about_ca_topic_score_gemma":0.006316989,"domain_scores_codex":[0.9997979,0.00004721386,0.00001514338,0.00004925142,0.00005348368,0.00003701973],"domain_scores_gemma":[0.999718,0.00006843657,0.00007012935,0.00002005107,0.000041504,0.00008187896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003007151,0.00002061555,0.001152633,0.00003441138,0.000008874769,0.00006106131,0.00002111569,0.00007721958,0.9964932,0.00002816125,0.00001942601,0.001782714],"study_design_scores_gemma":[0.00002308503,0.001872702,0.09262736,0.00001121804,0.00008900466,0.0002301942,0.000135814,0.001028818,0.9003255,0.00005072784,0.003579292,0.00002632624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974865,0.0008537927,0.0003515024,0.00004186137,0.000009094902,0.000007045053,0.000160543,0.0000495822,0.001040219],"genre_scores_gemma":[0.9972593,0.0002772931,0.0005979732,0.00002538713,0.000004889147,0.000008964801,0.0002393564,0.00001711533,0.001569855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004811334,"threshold_uncertainty_score":0.009566665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}