{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"2165da5c19db","filters":{"venue":"Russian Education & Society"}},"results":[{"id":"W2566030629","doi":"10.1080/10609393.2015.1068567","title":"The Difference That One Year of Schooling Makes for Russian Schoolchildren","year":2015,"lang":"en","type":"article","venue":"Russian Education & Society","topic":"School Choice and Performance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vocational education; Socioeconomic status; Czech; Psychology; Regression discontinuity design; Developed country; Demographic economics; Mathematics education; Economic growth; Demography; Sociology; Population; Pedagogy; Economics; Mathematics; Statistics","authors":[{"name":"Yu. A. Tiumeneva","is_ca":false},{"name":"Ju. V. Kuzmina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05844061640099954,"gpt":0.3394574723714515,"spread":0.281016855970452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846006,0.0002362468,0.0004456702,0.001276625,0.0003737874,0.000969733,0.000448744,0.0004009033,0.00500454],"category_scores_gemma":[0.006976519,0.0001247847,0.0009488567,0.0009465349,0.0008234806,0.0005638228,0.001065842,0.0008658523,0.000481023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009826528,"about_ca_system_score_gemma":0.0007887866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128243,"about_ca_topic_score_gemma":0.01905881,"domain_scores_codex":[0.9984637,0.0004240746,0.0001574212,0.0001823106,0.00025865,0.0005137711],"domain_scores_gemma":[0.9919518,0.003467318,0.00289632,0.0005087079,0.0003485498,0.0008272376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003123995,0.0002321388,0.9702425,0.0001421577,0.0002862065,0.0002324106,0.001023348,0.001391877,0.0006905912,0.004870038,0.0008495657,0.01972681],"study_design_scores_gemma":[0.000008661502,0.00009913727,0.9969743,0.00001772962,0.00006781981,0.00006237678,0.0005985158,0.000179373,0.0002632726,0.0002262401,0.001494793,0.000007720829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935043,0.000508507,0.0003083463,0.0002730054,0.00002803248,0.00001224751,0.001431678,0.00001714405,0.003916666],"genre_scores_gemma":[0.9980202,0.0001401695,0.0001030571,0.00001943468,0.00001205697,0.000007321218,0.0008087914,0.000003742202,0.0008853249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0128243,"threshold_uncertainty_score":0.02549928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2275554939","doi":"10.1080/10609393.2015.1096148","title":"Decision-Making Styles of Russian School Principals","year":2015,"lang":"en","type":"article","venue":"Russian Education & Society","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"ROWE; Leadership style; Principal (computer security); Educational leadership; Style (visual arts); Competition (biology); Scale (ratio); Political science; Work (physics); Pedagogy; Public relations; Psychology; Sociology; Management; Geography; Engineering","authors":[{"name":"Anatoly Kasprzhak","is_ca":false},{"name":"Nadezhda Bysik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05966122214909978,"gpt":0.4061700586845967,"spread":0.3465088365354969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279178,0.0002747392,0.0002962755,0.0009220941,0.0007910064,0.001717623,0.0002133069,0.0002229497,0.001346727],"category_scores_gemma":[0.003065319,0.0001611284,0.0003179741,0.0005268804,0.0005491318,0.0002830178,0.0006169701,0.0004116267,0.0003647425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933242,"about_ca_system_score_gemma":0.0004558805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263551,"about_ca_topic_score_gemma":0.003074612,"domain_scores_codex":[0.9990352,0.000321869,0.00007041555,0.0001366668,0.0002383911,0.0001974309],"domain_scores_gemma":[0.9979881,0.0003245985,0.0006074723,0.0001155868,0.0003805632,0.0005836646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002146182,0.0003052033,0.9402832,0.00004366409,0.00006334194,0.0002217522,0.03005245,0.0002789061,0.00270219,0.0006130121,0.0004664769,0.02475509],"study_design_scores_gemma":[0.00001805806,0.0003651196,0.9578606,0.00003402612,0.00001701604,0.0002099227,0.03715654,0.0005433181,0.0006043792,0.0004500656,0.002714378,0.00002648168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992119,0.00004239164,0.00004835892,0.00002270017,0.000004213021,0.00000516691,0.00001876348,0.000001218447,0.000645205],"genre_scores_gemma":[0.9993319,0.00004960723,0.00006236161,0.000008135289,0.000002778824,0.000003647523,0.00002960618,9.958942e-7,0.0005109315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002263551,"threshold_uncertainty_score":0.006765008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000208297","doi":"10.2753/res1060-9393441273","title":"The Heirs of Makarenko","year":2002,"lang":"en","type":"article","venue":"Russian Education & Society","topic":"Military, Security, and Education Studies","field":"Social Sciences","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":"Political science; Center (category theory); Sociology; History; Economic history; Library science","authors":[{"name":"I. F. Krivonos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03315904511490912,"gpt":0.3195077248719824,"spread":0.2863486797570733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382392,0.0005558305,0.000662579,0.0006817323,0.007284041,0.004155425,0.0006233099,0.001572071,0.01430944],"category_scores_gemma":[0.002846715,0.0003162095,0.0002967777,0.0005665136,0.004552493,0.004466736,0.004289314,0.00612382,0.005918199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600707,"about_ca_system_score_gemma":0.003027088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006486352,"about_ca_topic_score_gemma":0.009009004,"domain_scores_codex":[0.9987726,0.000376757,0.00006023498,0.000355674,0.0002722472,0.0001624191],"domain_scores_gemma":[0.9991492,0.0002485913,0.00008945729,0.00008400378,0.0001911836,0.0002375516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002287609,0.00005370711,0.001410226,0.0003900735,0.00002744564,0.0005525412,0.01190679,0.0001625859,0.001188608,0.3953315,0.5113935,0.07735421],"study_design_scores_gemma":[0.000004746525,0.0000164644,0.0005028014,0.0002029848,0.000003870301,0.0002603901,0.001635126,0.00003947842,0.0001972891,0.01127572,0.9858502,0.00001100816],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02531221,0.2053851,0.007726151,0.329803,0.06793205,0.00005990219,0.0004190211,0.0003324154,0.3630302],"genre_scores_gemma":[0.3313876,0.06127343,0.00487909,0.07276312,0.007211408,0.0001300487,0.0002493563,0.0006045087,0.5215015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01430944,"threshold_uncertainty_score":0.04786986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000258032","doi":"10.2753/res1060-9393551002","title":"The Demographic Shift in Russia, and College and University Instructors' Looming Unemployment","year":2013,"lang":"en","type":"article","venue":"Russian Education & Society","topic":"Russia and Soviet political economy","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":"Looming; Unemployment; Quarter (Canadian coin); Higher education; Demographic economics; Economic growth; Psychology; Political science; Sociology; Economics; Geography","authors":[{"name":"С. А. Дружилов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007097006427382002,"gpt":0.2400325798346947,"spread":0.2329355734073127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005969663,0.00005818175,0.0001906588,0.0008397211,0.001188174,0.001352607,0.0002488165,0.0005331272,0.004110833],"category_scores_gemma":[0.001872487,0.00009348461,0.0001498501,0.001123746,0.0008707665,0.0008036776,0.001145559,0.000701008,0.000366799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312755,"about_ca_system_score_gemma":0.001103799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02565848,"about_ca_topic_score_gemma":0.04908889,"domain_scores_codex":[0.9996783,0.00007560539,0.00001980515,0.00003407916,0.00005470642,0.0001375841],"domain_scores_gemma":[0.998885,0.0001344718,0.0003658409,0.00002314604,0.0001042427,0.0004874538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056955,0.00006951684,0.9699479,0.00003889517,0.00001774585,0.0002916273,0.007393505,0.0001169025,0.0004916026,0.00487639,0.002667697,0.01398246],"study_design_scores_gemma":[0.000001069407,0.0000151085,0.9909291,0.00001657365,0.000003143311,0.00009572608,0.005599699,0.00005240456,0.00002805172,0.0003377233,0.002918413,0.000002885301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916346,0.0005086556,0.00003411026,0.00303325,0.00004845531,0.000002076662,0.0001749575,0.000002366017,0.004561486],"genre_scores_gemma":[0.9988668,0.0003340207,0.00001114136,0.0001080351,0.00004115102,0.000001794939,0.00005996472,0.000001127323,0.0005760188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565848,"threshold_uncertainty_score":0.0510183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}