{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"7f93a0c43a18","filters":{"venue":"Знание. Понимание. Умение"}},"results":[{"id":"W62378814","doi":"","title":"Предпосылки возникновения дистанционного обучения в мировом образовательном пространстве","year":2009,"lang":"ru","type":"article","venue":"Знание. Понимание. Умение","topic":"Educational Innovations and Challenges","field":"Computer Science","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":"Post-industrial society; Globalization; Consolidation (business); Distance education; Learning society; Political science; Sociology; Public relations; Lifelong learning; Pedagogy; Business; Law","authors":[{"name":"Голионова Юлия Александровна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04628849001013208,"gpt":0.3131268439857023,"spread":0.2668383539755703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121309,0.0003876348,0.0003725476,0.00211731,0.001562486,0.003433164,0.0005217782,0.0009182348,0.03143388],"category_scores_gemma":[0.002681776,0.0005328907,0.0004274144,0.002459038,0.001955079,0.001477795,0.001397904,0.001660502,0.01042377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716653,"about_ca_system_score_gemma":0.00342513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235428,"about_ca_topic_score_gemma":0.009909514,"domain_scores_codex":[0.9985664,0.000236552,0.0000704367,0.0002288934,0.0007669574,0.000130655],"domain_scores_gemma":[0.9986395,0.0003200108,0.0001853769,0.000249387,0.0004935815,0.0001121142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001748016,0.00009010921,0.002994466,0.0005260709,0.00005177567,0.0009693863,0.003782955,0.002000136,0.02496823,0.4657242,0.01598598,0.4827318],"study_design_scores_gemma":[0.00003877035,0.0000681762,0.008579946,0.0002284176,0.00005109085,0.001014427,0.001690935,0.001207346,0.009780741,0.1013693,0.875876,0.00009472336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08982316,0.02226039,0.2159231,0.009137635,0.001635855,0.0003192537,0.001082486,0.001030206,0.6587879],"genre_scores_gemma":[0.5958863,0.02169841,0.1841253,0.0005451635,0.0005102499,0.0007234748,0.0006311975,0.0005978035,0.1952822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03143388,"threshold_uncertainty_score":0.1051568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W126362833","doi":"","title":"Философские теории мультикультурализма","year":2011,"lang":"ru","type":"article","venue":"Знание. Понимание. Умение","topic":"Philosophical and Historical Studies","field":"Social 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":"Multiculturalism; Sociology; Epistemology; Social justice; Philosophy; Social science; Anthropology; Pedagogy","authors":[{"name":"Канарш Григорий Юрьевич","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2055733921951456,"gpt":0.2916050322841018,"spread":0.08603164008895625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002280146,0.0004600364,0.0003556016,0.001701791,0.002252074,0.006044685,0.0005050802,0.0009896763,0.01853772],"category_scores_gemma":[0.002920389,0.0005215667,0.0003912915,0.002035688,0.004055861,0.002032489,0.001979973,0.002692562,0.009013684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855893,"about_ca_system_score_gemma":0.003457701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009629977,"about_ca_topic_score_gemma":0.008906218,"domain_scores_codex":[0.9975747,0.0006390261,0.0001336818,0.0003170751,0.001104093,0.0002314569],"domain_scores_gemma":[0.9990416,0.0002752831,0.0001016853,0.0001560224,0.0003510621,0.00007425244],"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":[0.00004126379,0.00002121248,0.0003504594,0.0001649633,0.00001124474,0.0002630786,0.002078965,0.0003091192,0.002593063,0.9033546,0.007326825,0.08348516],"study_design_scores_gemma":[0.00001518468,0.0000341315,0.001170365,0.0001325311,0.00001616051,0.0004844021,0.001361897,0.0002981443,0.003062798,0.1913853,0.8019937,0.00004527424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03261788,0.0323912,0.07546844,0.01310039,0.001624025,0.0001939176,0.0007199234,0.0006172694,0.843267],"genre_scores_gemma":[0.7099121,0.02949853,0.08972884,0.001118738,0.0005999201,0.0009105272,0.000577361,0.0003858399,0.1672682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01853772,"threshold_uncertainty_score":0.06201488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W25802299","doi":"10.1128/jb.02607-14","title":"Христианство и современная физическая картина мира","year":2012,"lang":"en","type":"article","venue":"Знание. Понимание. Умение","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Epistemology; Engineering ethics; Philosophy; Engineering","authors":[{"name":"Горелов Анатолий Алексеевич","is_ca":false},{"name":"Горелова Татьяна Анатольевна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08425307200092552,"gpt":0.3311801793843585,"spread":0.2469271073834329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007535111,0.0003057906,0.0003167813,0.001399638,0.001116294,0.001928271,0.0003269475,0.0005858205,0.01477123],"category_scores_gemma":[0.001949655,0.0003118936,0.0002985818,0.001355098,0.001023767,0.0007248023,0.0008164579,0.001311847,0.00830837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139084,"about_ca_system_score_gemma":0.002408822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004742876,"about_ca_topic_score_gemma":0.008278658,"domain_scores_codex":[0.9989929,0.0001325375,0.00006247126,0.000125188,0.0005965033,0.00009036756],"domain_scores_gemma":[0.9990261,0.000159741,0.0001720098,0.0001050288,0.0004313362,0.0001059073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002386965,0.00007906117,0.004048866,0.0007224464,0.00004242762,0.001648267,0.001892969,0.0008275759,0.05942926,0.1397133,0.02032563,0.7710316],"study_design_scores_gemma":[0.00002201669,0.0001092549,0.005943136,0.0001580289,0.00004017563,0.002062253,0.0005735666,0.0004323251,0.01813803,0.01266799,0.9597881,0.00006505941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1476642,0.1091287,0.103451,0.01225046,0.007036476,0.0005311338,0.002585895,0.001352599,0.6159995],"genre_scores_gemma":[0.7092337,0.06276634,0.09440602,0.0008070967,0.001368306,0.0004211508,0.0009207283,0.000312359,0.1297642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01477123,"threshold_uncertainty_score":0.04941463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W33798801","doi":"10.1016/j.bodyim.2021.03.012","title":"«Житие протопопа Аввакума, им самим написанное» глазами француза","year":2009,"lang":"en","type":"article","venue":"Знание. Понимание. Умение","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rhetoric; Pascal (unit); Ideology; Reflexive pronoun; Philosophy; Literature; Art; History; Linguistics; Political science; Computer science; Law; Politics; Programming language","authors":[{"name":"Кира Юрьевна Кашлявик","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03169037175622631,"gpt":0.3963329132013428,"spread":0.3646425414451165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624244,0.0001803539,0.0001424965,0.001288417,0.001206997,0.002200512,0.0002755811,0.000496117,0.00622302],"category_scores_gemma":[0.00466967,0.0001975823,0.0001593449,0.0009819411,0.001388224,0.001272836,0.0007281261,0.0007220457,0.001337896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011803,"about_ca_system_score_gemma":0.002453047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00801395,"about_ca_topic_score_gemma":0.01051185,"domain_scores_codex":[0.9991899,0.0002365631,0.00004591398,0.0001083365,0.0003403654,0.00007895728],"domain_scores_gemma":[0.9981432,0.0007989993,0.0003743524,0.0001335676,0.0004005057,0.0001493443],"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":[0.0001995682,0.0001129935,0.01671481,0.0005157168,0.00003444017,0.001045044,0.02433324,0.0005965335,0.02332415,0.2126458,0.008646303,0.7118316],"study_design_scores_gemma":[0.00007096619,0.0002616465,0.07666239,0.0005534863,0.0001688553,0.00251861,0.02239531,0.002384097,0.02305376,0.09601314,0.7757251,0.0001926372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5003578,0.01963194,0.08425581,0.01323282,0.001146538,0.000344423,0.000553374,0.0004476552,0.3800296],"genre_scores_gemma":[0.949534,0.003227885,0.0307978,0.0001827867,0.0001178102,0.0001428247,0.00008758,0.0000592171,0.01585007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00801395,"threshold_uncertainty_score":0.02081811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W29615530","doi":"10.1242/jeb.178137","title":"Межведомственная научно-практическая конференция «Междисциплинарные проблемы психологии телесности»","year":2005,"lang":"en","type":"article","venue":"Знание. Понимание. Умение","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","authors":[{"name":"Леви Татьяна Самуиловна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00882483326031267,"gpt":0.1887896447822358,"spread":0.1799648115219231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000909549,0.0003643408,0.0004441316,0.0014525,0.0008326859,0.002115427,0.0004641069,0.0007628287,0.01736694],"category_scores_gemma":[0.002289862,0.0005387404,0.0004109694,0.001330281,0.001226866,0.0008889917,0.000810436,0.0009150992,0.006614538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340551,"about_ca_system_score_gemma":0.001306143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620466,"about_ca_topic_score_gemma":0.004711636,"domain_scores_codex":[0.9990063,0.0001956205,0.00006295271,0.0001720458,0.0004812983,0.00008182223],"domain_scores_gemma":[0.9988384,0.0003985544,0.0002124135,0.0001891953,0.0002635084,0.00009796608],"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":[0.0002119008,0.0001312972,0.005233401,0.0009181437,0.00006493858,0.001415551,0.001289403,0.004445158,0.2612189,0.1363476,0.00700529,0.5817185],"study_design_scores_gemma":[0.00009286712,0.0003091941,0.01917405,0.0003409318,0.00013358,0.004180013,0.001662988,0.006289439,0.1595958,0.09697419,0.7109745,0.0002723908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2254815,0.04579249,0.3953408,0.006919204,0.002244994,0.0004201879,0.001824958,0.001162968,0.320813],"genre_scores_gemma":[0.6522501,0.02044633,0.2735024,0.0003498632,0.0003265577,0.0005430939,0.0005827172,0.000394694,0.05160429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01736694,"threshold_uncertainty_score":0.0580982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W209530296","doi":"","title":"Социальный статус студенчества в субъективном измерении: результаты эмпирического исследования","year":2014,"lang":"ru","type":"article","venue":"Знание. Понимание. Умение","topic":"Sociopolitical Dynamics in Russia","field":"Social 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":"Prestige; Social status; Psychology; Higher education; Social class; Graduation (instrument); Value (mathematics); Social mobility; Quarter (Canadian coin); Social psychology; Social science; Sociology; Political science; Geography; Statistics","authors":[{"name":"Короткова Марина Сергеевна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637144271269095,"gpt":0.3305899074979007,"spread":0.3142184647852098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748449,0.0003600775,0.0003459205,0.001930952,0.001548186,0.00597363,0.0004897437,0.001134488,0.01618085],"category_scores_gemma":[0.002884,0.0005146254,0.000294825,0.002118906,0.003399797,0.001519767,0.001577377,0.001267784,0.005141369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966913,"about_ca_system_score_gemma":0.005003573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008027889,"about_ca_topic_score_gemma":0.008716751,"domain_scores_codex":[0.9980715,0.0005181317,0.0001110585,0.0002502252,0.0008659919,0.000183068],"domain_scores_gemma":[0.9984914,0.0004777919,0.0002311734,0.0001986144,0.0004490779,0.0001519233],"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":[0.0001291168,0.000130543,0.004149722,0.0007431695,0.00002922668,0.001153161,0.008142995,0.0010935,0.01308715,0.564122,0.01887056,0.388349],"study_design_scores_gemma":[0.00003375087,0.00008329484,0.007283691,0.0003882127,0.00003823136,0.001792287,0.0030842,0.0007635597,0.004983072,0.07775291,0.9037157,0.00008099509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09905159,0.0670577,0.08126359,0.01448686,0.002323756,0.0003539884,0.001039438,0.0003461248,0.734077],"genre_scores_gemma":[0.8005719,0.03979506,0.06331644,0.0006857001,0.0006976185,0.0005048803,0.0004390967,0.0002170815,0.09377218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618085,"threshold_uncertainty_score":0.05413032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}