{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"75a68cbe42ea","filters":{"venue":"Известия Томского политехнического университета. Инжиниринг георесурсов"}},"results":[{"id":"W27775315","doi":"10.1021/acs.biochem.6b00802","title":"Феномен проблемы с позиции радикального конструктивизма","year":2013,"lang":"en","type":"article","venue":"Известия Томского политехнического университета. Инжиниринг георесурсов","topic":"Education and Social Development in Ukraine","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":"Canadian Institutes of Health Research","keywords":"Explication; Epistemology; Constructivism (international relations); Assertion; Subject (documents); Interpretation (philosophy); Relevance (law); Cognition; Constructivist teaching methods; Psychology; Philosophy of science; Philosophy; Mathematics education; Computer science; Teaching method","authors":[{"name":"Ардашкин Игорь Борисович","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02331148740504999,"gpt":0.3425659168035701,"spread":0.3192544293985201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002842582,0.001188848,0.001269819,0.0008068603,0.004348692,0.001822272,0.002455688,0.001093279,0.02411071],"category_scores_gemma":[0.002158466,0.001243192,0.0006893478,0.002801489,0.002106335,0.002168599,0.0004817612,0.001301496,0.01712269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115417,"about_ca_system_score_gemma":0.002685205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009684737,"about_ca_topic_score_gemma":0.002701232,"domain_scores_codex":[0.989482,0.001196014,0.00182883,0.001789568,0.002712265,0.002991316],"domain_scores_gemma":[0.9934513,0.0009115569,0.0007467755,0.001568525,0.001425563,0.001896269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008629602,0.001665563,0.0352205,0.0001808927,0.000547003,0.00007355439,0.08134927,0.00003023578,0.00220757,0.3351447,0.4859866,0.05750782],"study_design_scores_gemma":[0.001528612,0.0001445679,0.03567461,0.0001566615,0.0001143012,0.00001833683,0.02182768,0.00006953246,0.0005437653,0.01788779,0.9199275,0.002106663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2712394,0.001339151,0.0006504459,0.04194506,0.007986296,0.004073621,0.00007801136,0.002656923,0.6700311],"genre_scores_gemma":[0.8866768,0.0007863375,0.00410404,0.007505463,0.003586614,0.0009925488,0.0002360492,0.0002728432,0.09583924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6154374,"threshold_uncertainty_score":0.9992139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W31350470","doi":"10.1038/s41415-019-0573-3","title":"О некоторых особенностях Казахско-Российских отношений: усиление политического влияния России в среднем жузе в конце XVIII первой четверти XIX вв.","year":2007,"lang":"ru","type":"article","venue":"Известия Томского политехнического университета. Инжиниринг георесурсов","topic":"Cultural, Linguistic, Economic 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":"Kazakh; Period (music); Consolidation (business); Political science; Quarter (Canadian coin); Politics; History; Economic history; Humanities; Philosophy; Law; Business; Linguistics; Archaeology","authors":[{"name":"К. Ж. Нурбаев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04472135150553781,"gpt":0.3439173121987423,"spread":0.2991959606932045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01692602,0.007876577,0.008759856,0.003366123,0.01259322,0.004785068,0.010129,0.0056384,0.01330791],"category_scores_gemma":[0.01174554,0.008364367,0.004907288,0.008567835,0.01122264,0.003962262,0.00487111,0.007556277,0.02655947],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007113501,"about_ca_system_score_gemma":0.004638344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01708469,"about_ca_topic_score_gemma":0.03869784,"domain_scores_codex":[0.9544778,0.002917429,0.01097269,0.009874002,0.007469138,0.01428892],"domain_scores_gemma":[0.9686573,0.006744789,0.006279941,0.007599939,0.004321344,0.006396757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004796208,0.009412915,0.07770848,0.003162346,0.01098982,0.005310371,0.11583,0.0007054524,0.008014604,0.2198746,0.4579985,0.08619667],"study_design_scores_gemma":[0.01118095,0.001958126,0.03822923,0.002229578,0.003182422,0.0005217922,0.06458166,0.0006225863,0.004413747,0.01008909,0.8499818,0.01300897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3200163,0.02764389,0.001211105,0.01410809,0.04306889,0.01080184,0.002711703,0.00557754,0.5748607],"genre_scores_gemma":[0.8845617,0.005661092,0.003795424,0.00586884,0.02524991,0.0006744771,0.0008469889,0.001696292,0.07164534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5645454,"threshold_uncertainty_score":0.996698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W163376882","doi":"","title":"География высокосмолистых нефтей и особенности их физико-химических свойств","year":2011,"lang":"ru","type":"article","venue":"Известия Томского политехнического университета. Инжиниринг георесурсов","topic":"Geological Studies and Exploration","field":"Earth and Planetary 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":"Oil reserves; Stock (firearms); Geography; Geology; Petroleum; Environmental science; Archaeology; Paleontology","authors":[{"name":"Ященко Ирина Германовна","is_ca":false},{"name":"Полищук Юрий Михайлович","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09001207520242897,"gpt":0.1916822605025017,"spread":0.1016701853000727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003203696,0.003655181,0.003647924,0.001069654,0.004497398,0.001453651,0.004130254,0.002513287,0.06586653],"category_scores_gemma":[0.001136847,0.003250551,0.001878813,0.003662354,0.003060774,0.002772717,0.00116539,0.003305502,0.03822758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810898,"about_ca_system_score_gemma":0.0009377412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717453,"about_ca_topic_score_gemma":0.01324368,"domain_scores_codex":[0.9799336,0.001496683,0.004289364,0.004832109,0.003372647,0.006075609],"domain_scores_gemma":[0.9893192,0.001024573,0.002062241,0.003500215,0.001085292,0.003008484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004767909,0.005824709,0.503023,0.001532942,0.003644623,0.003337483,0.02422145,0.001635998,0.0008732433,0.01441308,0.1803661,0.2563594],"study_design_scores_gemma":[0.006477088,0.007311524,0.5205712,0.0009327841,0.001688205,0.0005469831,0.01149533,0.006348782,0.002094868,0.01578599,0.4183908,0.008356384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4307404,0.03280237,0.001916616,0.007688392,0.01909284,0.006384995,0.002790527,0.002933602,0.4956502],"genre_scores_gemma":[0.9684861,0.00495927,0.003501524,0.004157132,0.003621468,0.0001774542,0.001529488,0.0002707737,0.01329677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5377457,"threshold_uncertainty_score":0.9996523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W22139287","doi":"10.1364/ol.36.004695","title":"Возможности теории ожидаемой полезности в описании потребительского выбора","year":2013,"lang":"ru","type":"article","venue":"Известия Томского политехнического университета. Инжиниринг георесурсов","topic":"Innovation Diffusion and Forecasting","field":"Decision 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Expected utility hypothesis; Consumer behaviour; Utility theory; Subjective expected utility; Consumer research; Economics; Risk analysis (engineering); Computer science; Actuarial science; Management science; Mathematical economics; Marketing; Business","authors":[{"name":"Рыжкова Марина Вячеславовна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1150062807149373,"gpt":0.3569239652377398,"spread":0.2419176845228025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01191863,0.0056191,0.006115695,0.006070384,0.005988357,0.01184244,0.01112722,0.004044104,0.1018198],"category_scores_gemma":[0.01309067,0.005158086,0.003390539,0.01620816,0.004351653,0.007254389,0.005195168,0.006234791,0.1392404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609259,"about_ca_system_score_gemma":0.003393599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590401,"about_ca_topic_score_gemma":0.000727028,"domain_scores_codex":[0.955542,0.003046819,0.01222719,0.008557971,0.01235,0.008276013],"domain_scores_gemma":[0.9654041,0.00579084,0.006293407,0.009619499,0.008394338,0.004497836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006342569,0.003505653,0.02412127,0.0005239954,0.001116698,0.0006247392,0.006296931,0.0005101447,0.01451034,0.04128207,0.5727948,0.3340791],"study_design_scores_gemma":[0.01438294,0.002445819,0.06299637,0.002319132,0.001054376,0.001400403,0.01752105,0.04093999,0.008611515,0.0519774,0.7834162,0.01293482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5926174,0.007785704,0.007694185,0.03299521,0.02713822,0.01159266,0.001794416,0.004073418,0.3143088],"genre_scores_gemma":[0.8613647,0.0005243294,0.006434454,0.01298926,0.004168117,0.001055011,0.0006893476,0.001107502,0.1116673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211443,"threshold_uncertainty_score":0.998358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W9646138","doi":"10.1046/j.1365-4362.1998.00409.x","title":"Дискурсивные особенности современной университетской газеты","year":2012,"lang":"ru","type":"article","venue":"Известия Томского политехнического университета. Инжиниринг георесурсов","topic":"Nail Diseases and Treatments","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":"Computer science","authors":[{"name":"Максимов Владимир Владимирович","is_ca":false},{"name":"Найдён Евгения Владимировна","is_ca":false},{"name":"Серебренникова Анна Николаевна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02214410334718922,"gpt":0.3129470936855099,"spread":0.2908029903383207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003284719,0.006020525,0.006152383,0.002504473,0.003149893,0.001506769,0.003167765,0.00339186,0.02549322],"category_scores_gemma":[0.001858383,0.005819805,0.004325971,0.004934211,0.002662368,0.003782618,0.002270973,0.004341411,0.05020814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003235496,"about_ca_system_score_gemma":0.003186665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763288,"about_ca_topic_score_gemma":0.0002528777,"domain_scores_codex":[0.9706138,0.001645074,0.005641882,0.005128093,0.005856888,0.01111423],"domain_scores_gemma":[0.9768783,0.001501131,0.002600584,0.00755199,0.001551629,0.009916376],"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":[0.006050698,0.02840269,0.628374,0.004301202,0.01129232,0.003594405,0.005907258,0.00008077049,0.005886436,0.01804674,0.1994659,0.08859763],"study_design_scores_gemma":[0.03261542,0.004423496,0.39361,0.00428706,0.01483478,0.002398408,0.004879491,0.0007973239,0.008816518,0.001643292,0.5218446,0.009849599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6009681,0.1458899,0.0008721239,0.007628127,0.02578089,0.01197962,0.004611494,0.004185243,0.1980845],"genre_scores_gemma":[0.9256223,0.003917064,0.00202458,0.005594204,0.01379263,0.001023183,0.002407473,0.001733933,0.04388456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3246543,"threshold_uncertainty_score":0.9995298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}