{"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":"4994a83d295b","filters":{"venue":"Transaction Kola Science Centre"}},"results":[{"id":"W3128764965","doi":"10.37614/2307-5252.2020.6.19.014","title":"\"In the North —to live?\": experience of moving and migration attitudes of young people of the Murmansk region.","year":2020,"lang":"en","type":"article","venue":"Transaction Kola Science Centre","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Residence; Sociology; Adaptation (eye); Geography; Gender studies; Psychology; Demography","authors":[{"name":"O. A. Suleymanova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02575915822980434,"gpt":0.2884320329694047,"spread":0.2626728747396003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452904,0.00005043759,0.0001003273,0.00003624925,0.0003577778,0.00001263904,0.0002967623,0.00001709453,0.00001169869],"category_scores_gemma":[0.0001114112,0.00003072899,0.00003362049,0.000870836,0.0007497795,0.0002772291,0.000015481,0.00005315252,7.479616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001945059,"about_ca_system_score_gemma":0.00009000623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007284118,"about_ca_topic_score_gemma":0.0264804,"domain_scores_codex":[0.9990731,0.00007877341,0.0001644754,0.0001383928,0.0004035931,0.0001416931],"domain_scores_gemma":[0.999635,0.000063416,0.00009666481,0.00009132819,0.00006721313,0.00004641196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000008474713,0.00002275193,0.3370767,0.00002083975,0.000001920673,1.258504e-7,0.6605606,0.00008733723,0.001055427,0.0008363231,0.0000465186,0.0002830028],"study_design_scores_gemma":[0.00007027698,0.00002075528,0.8708115,0.00002870739,0.000007857855,5.852151e-7,0.1274322,0.0001492728,0.001202451,0.00003417562,0.0001998795,0.00004235539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785476,0.00003654158,0.000447689,0.01990587,0.00006850834,0.0001915657,0.000002037026,0.000004500328,0.0007957362],"genre_scores_gemma":[0.999565,0.0001460163,0.00006156385,0.0001510177,0.00002051568,0.000002767445,4.226316e-8,0.000001519673,0.00005153036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5337349,"threshold_uncertainty_score":0.9993265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128521957","doi":"10.37614/2949-1215.2025.16.1.008","title":"PRODUCTION OF NICKEL SULFATE FROM SUBSTANDARD PRODUCTS OF KOLA MINING AND METALLURGY COMPANY","year":2025,"lang":"","type":"article","venue":"Transaction Kola Science Centre","topic":"Metal Extraction and Bioleaching","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":"Nickel Institute","funders":"Russian Academy of Sciences","keywords":"Nickel; Kola peninsula; Production (economics); Sulfate; Metallurgical industry; Nickel alloy","authors":[{"name":"Alexandr G. Kasikov","is_ca":false},{"name":"Elena А. Belogurova","is_ca":false},{"name":"Dmitriy P. Tyukin","is_ca":false},{"name":"Sergey V. Shcherbakov","is_ca":false},{"name":"Dmitriy Nikolayev","is_ca":false},{"name":"A. L. Tyukin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141651489530591,"gpt":0.2391949212567332,"spread":0.2250297723036741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001271796,0.0003415921,0.0006207623,0.0006050927,0.0003133407,0.00009903413,0.0002963768,0.0001398506,0.0001841852],"category_scores_gemma":[0.0002104056,0.0003394721,0.0001275274,0.002011996,0.000801658,0.001121204,0.00002378299,0.000337657,0.000003863673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573137,"about_ca_system_score_gemma":0.0002943145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002791059,"about_ca_topic_score_gemma":0.00008844616,"domain_scores_codex":[0.9969269,0.0001258258,0.0009403685,0.0008277769,0.0007107693,0.0004683357],"domain_scores_gemma":[0.998501,0.00009030704,0.0003276874,0.0004490354,0.00047633,0.0001556566],"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":[0.0002018686,0.0001838928,0.0009653004,0.0006823331,0.0001586276,0.000001153434,0.002972154,0.005691274,0.9010872,0.0003796713,0.00005391143,0.08762266],"study_design_scores_gemma":[0.001034592,0.00006710938,0.03085739,0.0009777071,0.0004156039,0.000009188038,0.005091197,0.03106165,0.9261686,0.0001091475,0.003767255,0.0004405335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753221,0.002213754,0.01508349,0.0009177763,0.004439628,0.0004659855,0.00004311022,0.00008048929,0.001433651],"genre_scores_gemma":[0.995432,0.000983397,0.002262339,0.00001034942,0.00006543518,0.000002505583,0.000008576758,0.00001802833,0.001217369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08718213,"threshold_uncertainty_score":0.9999057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2257797086","doi":"","title":"Об инвестиционной привлекательности проектов энергосбережения","year":2013,"lang":"ru","type":"article","venue":"Transaction Kola Science Centre","topic":"Social Acceptance of Renewable Energy","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":"Appeal; Investment (military); Position (finance); Business; Energy (signal processing); Quarter (Canadian coin); Efficient energy use; Operations management; Engineering; Political science; Geography; Finance; Mathematics","authors":[{"name":"Veronika Pobedonostseva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01225645217970445,"gpt":0.2619449649448877,"spread":0.2496885127651832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00169533,0.0006983749,0.0006877682,0.0005300776,0.003932916,0.001722992,0.002321714,0.0005549825,0.02945624],"category_scores_gemma":[0.0003225375,0.0007258183,0.000456753,0.005184848,0.004681251,0.005868548,0.00007814277,0.0006862634,0.004908922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510531,"about_ca_system_score_gemma":0.002045608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03293846,"about_ca_topic_score_gemma":0.009377059,"domain_scores_codex":[0.9909365,0.0004163915,0.0008881864,0.001701994,0.003297303,0.002759613],"domain_scores_gemma":[0.9959061,0.000251929,0.0004923426,0.0008093491,0.001094267,0.001446045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009583084,0.001270834,0.0102239,0.0001536573,0.0001761645,0.00003361498,0.06678869,0.002554787,0.0307113,0.02076838,0.02247311,0.8447497],"study_design_scores_gemma":[0.004567119,0.0004762676,0.09147796,0.0007207134,0.0005294633,0.00003026071,0.5279776,0.008063727,0.02956239,0.02240146,0.3083613,0.005831749],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.714201,0.001435472,0.003823262,0.02555081,0.01666159,0.002388087,0.0000495574,0.001044724,0.2348454],"genre_scores_gemma":[0.950149,0.001446225,0.0006460584,0.00065072,0.001238315,0.00005009658,0.000006823439,0.00006720029,0.04574553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.838918,"threshold_uncertainty_score":0.9995193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126838207","doi":"10.37614/2307-5252.2020.6.19.001","title":"\"...From lapp tent (\"vezha\") to the palace of science\": sources on the history of organization and construction of \"Tietta\" (Khibiny mountain station —Kola research base of theUSSR Academy of sciences) from the facilities of the Museum-Archive of the BCH KSC RAS.","year":2020,"lang":"en","type":"article","venue":"Transaction Kola Science Centre","topic":"Biographical and Historical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Newspaper; Institution; Archaeology; Library science; Narrative; History; Media studies; Sociology; Art; Social science; Literature; Computer science","authors":[{"name":"Olga Vadimovna Shabalina","is_ca":true},{"name":"Medeya Ivanova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0576971947519698,"gpt":0.2362627546546929,"spread":0.1785655599027231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001572093,0.0001156805,0.0002590772,0.0002032346,0.0007236276,0.0000273609,0.001020119,0.00004125504,0.0002709815],"category_scores_gemma":[0.0003379768,0.00004944691,0.0001328493,0.001852869,0.01873268,0.0002323893,0.00008266335,0.0002572594,4.937286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007735884,"about_ca_system_score_gemma":0.0003340242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006741452,"about_ca_topic_score_gemma":0.0005688126,"domain_scores_codex":[0.9969599,0.0003946168,0.0005525775,0.0003047611,0.001599148,0.0001889754],"domain_scores_gemma":[0.9977837,0.0007196609,0.000544467,0.000254503,0.0006432215,0.0000544564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002800291,0.000319545,0.01024813,0.0002036204,0.0000970854,3.811757e-8,0.5053368,0.001848751,0.3212553,0.1561406,0.001011181,0.003258923],"study_design_scores_gemma":[0.0008875596,0.0006864771,0.06720032,0.0005867087,0.0003898116,7.514098e-7,0.4938956,0.007408563,0.3981084,0.01620295,0.01430155,0.0003313404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858819,0.0002218662,0.0003172769,0.01204419,0.0001847817,0.0003898705,0.0005211534,0.0000053504,0.0004335819],"genre_scores_gemma":[0.9995887,0.0001065889,0.00004216544,0.00009427012,0.00003117802,0.000002704282,0.000001756868,0.000004297674,0.0001283042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399376,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126279466","doi":"10.37614/2307-5252.2020.6.19.009","title":"\"My negativehappiness...\": memories of B.I. Gurevich.","year":2020,"lang":"en","type":"article","venue":"Transaction Kola Science Centre","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Work (physics); History; Sociology; Engineering","authors":[{"name":"Ksenia S. Kazakova","is_ca":false},{"name":"Olga Vadimovna Shabalina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03063425335968131,"gpt":0.3186524598535864,"spread":0.2880182064939051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005382597,0.0001065709,0.0001818216,0.00006479987,0.0006111464,0.00007384297,0.000525455,0.00007423425,0.0008415803],"category_scores_gemma":[0.0005268968,0.0001032529,0.00008275904,0.001449536,0.003178082,0.0006540769,0.00001485106,0.0001658349,0.00005624444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423183,"about_ca_system_score_gemma":0.0005093674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481218,"about_ca_topic_score_gemma":0.00008851902,"domain_scores_codex":[0.9979688,0.0001083748,0.0002450085,0.0003278504,0.0009008967,0.0004490637],"domain_scores_gemma":[0.9989914,0.0001299906,0.00009159113,0.0001353003,0.0002781743,0.0003734941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003681961,0.0001069984,0.00514314,0.00008271817,0.00002560932,0.000003844081,0.1133128,0.0002227691,0.007260136,0.8663312,0.0002272893,0.007246703],"study_design_scores_gemma":[0.003811277,0.0004270457,0.07322524,0.0003722313,0.0003728478,0.000005581697,0.5225055,0.02556549,0.07712947,0.1265573,0.1672652,0.002762801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4785597,0.0002685976,0.05032711,0.106691,0.002836182,0.001257301,0.00007692387,0.0007240956,0.3592591],"genre_scores_gemma":[0.9982699,0.00005381185,0.0007763629,0.0003626788,0.0001387535,0.00000252984,0.00000104699,0.0000074441,0.000387463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397739,"threshold_uncertainty_score":0.9995347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200011800","doi":"10.37614/2307-5252.2021.1.20.005","title":"“Skazki about confession”: on the question of the confessional practice of the monks of the Olonets uezd in the Peter the Great era","year":2021,"lang":"en","type":"article","venue":"Transaction Kola Science Centre","topic":"Historical and Linguistic 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":"Confessional; Confession (law); Quarter (Canadian coin); Legislation; History; Law; Classics; Political science; Politics; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0222188843638327,"gpt":0.3187954171423858,"spread":0.2965765327785531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002382956,0.0001116705,0.0001514449,0.00002244742,0.001878495,0.00003941796,0.001041922,0.00006854813,0.0001797998],"category_scores_gemma":[0.002925209,0.00003615362,0.0001551497,0.001077018,0.002731687,0.0001169218,0.00005070756,0.000463238,0.000002953742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108217,"about_ca_system_score_gemma":0.0006421655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764119,"about_ca_topic_score_gemma":0.001388286,"domain_scores_codex":[0.9962218,0.001537738,0.0003198496,0.000222959,0.00144737,0.0002502717],"domain_scores_gemma":[0.9968512,0.001820975,0.0003436038,0.0004563825,0.0004950561,0.00003276352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002566304,0.001125647,0.02108996,0.00007892036,0.00008575956,0.000004921083,0.5037202,0.0009723678,0.009978314,0.446077,0.003658028,0.01295231],"study_design_scores_gemma":[0.0008814379,0.00007935504,0.5210662,0.001069635,0.0002583426,0.00001434954,0.1641404,0.0004810785,0.01511848,0.005666873,0.2909086,0.0003152571],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323868,0.0005839971,0.0002063063,0.2120531,0.007003666,0.001529827,0.00004860822,0.00002375287,0.1461639],"genre_scores_gemma":[0.9966104,0.0001123561,0.00001200075,0.0009600883,0.00008978717,0.000009420804,2.098464e-7,0.00000354202,0.002202191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4999762,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127675087","doi":"10.37614/2307-5252.2020.6.19.002","title":"A. E. Fersman on the Kola Peninsula: expedition work and formation of the historical and ethnographic profile of the region.","year":2020,"lang":"en","type":"article","venue":"Transaction Kola Science Centre","topic":"Polar Research and Ecology","field":"Environmental 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":"Royal British Columbia Museum","funders":"","keywords":"Kola peninsula; Ethnography; Peninsula; Memoir; Arctic; Population; Industrialisation; Geography; Archaeology; History; Geology; Sociology; Art history; Geochemistry; Political science; Demography; Oceanography","authors":[{"name":"Olga V. Zmeyeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02797654860127431,"gpt":0.2111981800851403,"spread":0.183221631483866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489515,0.00005802505,0.00006409347,0.00002262486,0.0004001264,0.00001559721,0.000255283,0.00003294821,0.0001007941],"category_scores_gemma":[0.00007598535,0.00002931752,0.00003630082,0.0006750168,0.0008752471,0.0002874013,0.00004324846,0.0001621158,0.000004087665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009659376,"about_ca_system_score_gemma":0.0000171104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006471426,"about_ca_topic_score_gemma":0.00004334297,"domain_scores_codex":[0.999063,0.000101203,0.0001199264,0.0001582515,0.0003903572,0.0001672261],"domain_scores_gemma":[0.9996306,0.00005363217,0.00008305167,0.0001449143,0.00001256247,0.00007529524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009423157,0.0005918568,0.6125298,0.0002325122,0.00002982324,0.000003682101,0.06490217,0.001260986,0.2302079,0.002983844,0.03182619,0.0544889],"study_design_scores_gemma":[0.0004548051,0.0001685667,0.9575144,0.00003785037,0.00001851775,0.00000885775,0.002085481,0.004376182,0.03054499,0.0004624725,0.004205472,0.0001224219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742998,0.00002544632,0.0004034696,0.02431805,0.000102556,0.0002943203,0.000002457996,0.00000705289,0.0005468487],"genre_scores_gemma":[0.999644,0.00003312295,0.00001461702,0.000185355,0.000009367982,0.000004748592,2.627851e-7,0.000002293053,0.0001062183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449846,"threshold_uncertainty_score":0.3224885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}