{"meta":{"query_hash":"cf63ba07ad3d","filters":{"venue":"Sotsiologicheskie issledovaniya"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/cf63ba07ad3d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sotsiologicheskie+issledovaniya"},"results":[{"id":"W2935660890","doi":"10.31857/s013216250003999-1","title":"The Many Faces of Metamorphoses: about Innovations of Two Canadian Sociologists","year":2019,"lang":"ru","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Neoclassical economics; Positive economics; Economics; Philosophy","score_opus":0.021812242737769983,"score_gpt":0.2761932884645145,"score_spread":0.2543810457267445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935660890","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12719642,0.014631826,0.0018522937,0.5854984,0.0019604012,0.000060603663,0.00019347193,0.00008307208,0.26852345],"genre_scores_gemma":[0.92071354,0.0042686947,0.0010760515,0.020814385,0.00040689422,0.00003527468,0.000045056717,0.00010884262,0.052531347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993216,0.0016936718,0.000094455696,0.0007048754,0.0016585612,0.0026323549],"domain_scores_gemma":[0.9916386,0.0024019815,0.0003878628,0.0004966057,0.0026929898,0.0023820247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073912013,0.00063838356,0.00056230807,0.002847573,0.054833427,0.018626107,0.002165796,0.008977775,0.0045138747],"category_scores_gemma":[0.0118577005,0.00039433138,0.00041001788,0.004525561,0.07000153,0.008618114,0.006262841,0.014509341,0.00035638423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004952151,0.000018310086,0.0019276728,0.00004167632,0.000007030117,0.0002902818,0.3704224,0.00012766816,0.00020539999,0.5447773,0.06345956,0.018673182],"study_design_scores_gemma":[0.000012454354,0.0000131678,0.0046358774,0.00015837849,0.000017081664,0.00019778045,0.20322455,0.00024337086,0.00025002388,0.041996345,0.7491424,0.00010860899],"about_ca_topic_score_codex":0.96545094,"about_ca_topic_score_gemma":0.9771171,"teacher_disagreement_score":0.10950881,"about_ca_system_score_codex":0.10950881,"about_ca_system_score_gemma":0.116141,"threshold_uncertainty_score":0.79454577},"labels":[],"label_agreement":null},{"id":"W2971394052","doi":"10.31857/s013216250005792-4","title":"Memory and Oblivion in the Metis Rural Community","year":2019,"lang":"en","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Balkans: History, Politics, Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Sociology; Geography; Computer science; World Wide Web","score_opus":0.039277722719814036,"score_gpt":0.3104588793441049,"score_spread":0.2711811566242908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971394052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949463,0.00020665486,0.00001870454,0.0008318935,0.0000071414765,0.000004433863,0.000020745902,0.0000014161184,0.003962694],"genre_scores_gemma":[0.99845433,0.00010338963,0.000007860965,0.000043714215,0.0000078227795,0.0000041220082,0.000009718519,9.330939e-7,0.0013680191],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99907076,0.00038894053,0.00003297533,0.000060159306,0.00010528204,0.00034185927],"domain_scores_gemma":[0.99735826,0.00086481863,0.00060531055,0.00011693616,0.00022889792,0.0008257837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008343823,0.00014936537,0.00038075523,0.0011132259,0.0031269095,0.0029161465,0.0004426978,0.00073226116,0.0077796457],"category_scores_gemma":[0.006578226,0.00018366701,0.00014148216,0.0013167139,0.002890951,0.0015658694,0.002728245,0.0010325124,0.00031738562],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006860432,0.00076677575,0.4404768,0.00015244394,0.00007271192,0.001860182,0.48246053,0.00025373325,0.00050717214,0.016709756,0.003504038,0.052549794],"study_design_scores_gemma":[0.0000858861,0.00041265535,0.46360254,0.00011258379,0.00004164739,0.0008284385,0.514679,0.00044476317,0.00024354746,0.007857015,0.011644152,0.0000477547],"about_ca_topic_score_codex":0.042670395,"about_ca_topic_score_gemma":0.06848028,"teacher_disagreement_score":0.042670395,"about_ca_system_score_codex":0.002086154,"about_ca_system_score_gemma":0.0020563907,"threshold_uncertainty_score":0.08484405},"labels":[],"label_agreement":null},{"id":"W3205981317","doi":"10.31857/s013216250016793-5","title":"World-Class University Market: Rethinking Geopolitical and National Stereotypes","year":2021,"lang":"en","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Class (philosophy); World class; Political science; Sociology; Humanities; Epistemology; Philosophy; Engineering; Law","score_opus":0.030188832984702645,"score_gpt":0.2992769223448458,"score_spread":0.26908808936014317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205981317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8932594,0.0005802798,0.0012788522,0.0037060103,0.00007037223,0.000027605482,0.0003149948,0.000012567426,0.10074988],"genre_scores_gemma":[0.9982071,0.000084868654,0.00008379524,0.00014917573,0.000027660553,0.00000777209,0.000069404596,0.000008053404,0.0013623093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962488,0.001101985,0.00015022591,0.00040662254,0.0014481611,0.0006441383],"domain_scores_gemma":[0.9931931,0.0031091582,0.0016248551,0.00067870313,0.00092892454,0.0004652525],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0061280876,0.00019698827,0.00032776644,0.005091297,0.0029332375,0.006951313,0.0009203241,0.0010512352,0.008677962],"category_scores_gemma":[0.009888479,0.000105363746,0.00025110584,0.0040426482,0.005617151,0.00867048,0.00344688,0.0011582816,0.00048268406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031452978,0.00019054321,0.16738227,0.00013175522,0.000045947614,0.0006053243,0.25962728,0.0003869697,0.00106206,0.50612617,0.0061285547,0.05799865],"study_design_scores_gemma":[0.000030068972,0.00017204302,0.33866665,0.00024604387,0.000031539374,0.00018402499,0.4964671,0.0022705898,0.0015817735,0.07379963,0.08646798,0.000082504055],"about_ca_topic_score_codex":0.011847654,"about_ca_topic_score_gemma":0.010009738,"teacher_disagreement_score":0.9949087,"about_ca_system_score_codex":0.0037095712,"about_ca_system_score_gemma":0.0011664246,"threshold_uncertainty_score":0.032408834},"labels":[],"label_agreement":null},{"id":"W4400779415","doi":"10.31857/s0132162524030077","title":"Prevalence of homelessness in Russia: an assessment based on a retrospective survey","year":2024,"lang":"en","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Political science; Geography","score_opus":0.07304456836342671,"score_gpt":0.4615199545984407,"score_spread":0.388475386235014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993253,0.00006400238,0.00006947418,0.000012816343,0.0000023697678,0.000008253667,0.00028109585,0.0000027198143,0.00023400316],"genre_scores_gemma":[0.99930596,0.00011114897,0.000062224,0.000007028503,0.000002969883,0.0000084173935,0.00040779664,9.65329e-7,0.00009341187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995828,0.00013292803,0.00006994388,0.000055045326,0.0001103073,0.00004890149],"domain_scores_gemma":[0.9990447,0.0001060342,0.0005024961,0.000074105454,0.00014951563,0.00012325075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581732,0.00013647914,0.0002073854,0.00095943414,0.0002239566,0.0003495404,0.00022218026,0.00018067563,0.00047721952],"category_scores_gemma":[0.0015020932,0.0002205969,0.0003222638,0.0006172109,0.00019320821,0.00030861422,0.00045538537,0.0002949481,0.00017332983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097913435,0.0000115827515,0.9990088,0.000005236522,0.00001381184,0.000026253647,0.00018496488,0.000013776138,0.000073479365,0.00000494368,0.000031533116,0.0006158486],"study_design_scores_gemma":[5.2109215e-7,0.00004479211,0.99919516,0.0000032594394,0.000004622531,0.00016645364,0.00039828764,0.00005450027,0.000021818752,0.000003007184,0.000105803476,0.0000018051735],"about_ca_topic_score_codex":0.00554484,"about_ca_topic_score_gemma":0.005196603,"teacher_disagreement_score":0.00554484,"about_ca_system_score_codex":0.00019888005,"about_ca_system_score_gemma":0.00019966534,"threshold_uncertainty_score":0.011025131},"labels":[],"label_agreement":null},{"id":"W4404300806","doi":"10.31857/s0132162524010022","title":"Transformations of Western Sociology: Mainstream and Public Agenda","year":2024,"lang":"en","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; University of Rochester; Harvard University","keywords":"Mainstream; Sociology; Political science; Social science; Law","score_opus":0.10043294708230303,"score_gpt":0.36717274652689624,"score_spread":0.2667397994445932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404300806","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04789019,0.035602137,0.0067782546,0.39018685,0.0052849953,0.00006456777,0.00007385913,0.00012427487,0.5139949],"genre_scores_gemma":[0.9319874,0.010055014,0.0012971862,0.022858707,0.0044750515,0.0001230649,0.000056799046,0.00019447823,0.028952317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940678,0.0034529786,0.00019493696,0.0005705658,0.0011759221,0.00053784315],"domain_scores_gemma":[0.99432075,0.003167247,0.00041047597,0.0007453473,0.00075701653,0.0005990973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009469379,0.00058554136,0.0007034765,0.0029294938,0.010517806,0.01898176,0.0008882932,0.0050272564,0.007425993],"category_scores_gemma":[0.0072838035,0.00035637442,0.00028523416,0.0024419355,0.05654423,0.01763806,0.0077244197,0.008271218,0.00072548987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010754141,0.000034667544,0.00020765327,0.000061419196,0.00000245407,0.00005501351,0.031020604,0.000050910196,0.00011532278,0.954276,0.005824955,0.008340112],"study_design_scores_gemma":[0.000013849235,0.000028540086,0.000784515,0.0004703814,0.000005910528,0.000093851304,0.043446265,0.00029513298,0.00024944666,0.6191604,0.33543998,0.000011656732],"about_ca_topic_score_codex":0.0058299615,"about_ca_topic_score_gemma":0.0041837892,"teacher_disagreement_score":0.01898176,"about_ca_system_score_codex":0.012545085,"about_ca_system_score_gemma":0.007883369,"threshold_uncertainty_score":0.09102136},"labels":[],"label_agreement":null}]}