{"meta":{"query_hash":"a34c0f361a57","filters":{"venue":"Issues of Economic Theory"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/a34c0f361a57","api":"https://metacan.xera.ac/api/v1/cohort?venue=Issues+of+Economic+Theory"},"results":[{"id":"W4392881837","doi":"10.52342/2587-7666vte_2023_4_22_40","title":"The Health Cure: Historical Experience of Old Democracy and Lessons for Russia","year":2023,"lang":"en","type":"article","venue":"Issues of Economic Theory","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","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":"Freie Universität Berlin; McGill University; Yale University; Strong; World Health Organization; Harvard University; American Philosophical Society","keywords":"Government (linguistics); Life expectancy; Health care; Democracy; Public health; Business; Political science; Economics; Public administration; Economic growth; Law; Medicine; Politics; Environmental health","score_opus":0.061800038065445824,"score_gpt":0.32387663856862664,"score_spread":0.2620766005031808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392881837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90660983,0.022675557,0.004659533,0.045955658,0.002789769,0.000658723,0.0007039719,0.000073784606,0.015873194],"genre_scores_gemma":[0.98396665,0.0035621705,0.00043483425,0.000064194246,0.000100649086,0.00004735998,0.000009426444,0.000015029842,0.011799677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989403,0.000013618946,0.00066581706,0.00021197181,0.000011351863,0.00015696364],"domain_scores_gemma":[0.99867123,0.0005499439,0.0004756839,0.00024333382,0.000016218757,0.000043571017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081635744,0.000078719415,0.00029539128,0.00013800825,0.00020213475,0.000019800127,0.0002028125,0.000043628184,0.00010709089],"category_scores_gemma":[0.00015200165,0.00007774106,0.00009921563,0.00005525733,0.00012150189,0.00014563043,0.0000476449,0.000051306684,0.000075849995],"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":[0.000022039036,0.000013130207,0.003608771,0.000011284754,0.00003503243,3.5512134e-8,0.0007701839,0.00010046251,0.0000065322874,0.98832935,0.0051303064,0.0019728676],"study_design_scores_gemma":[0.00029916485,0.00007659325,0.009988482,0.000013581458,0.000002809983,0.0000013140627,0.00048317504,0.0026182327,0.00008318643,0.73611504,0.25021967,0.000098717275],"about_ca_topic_score_codex":0.0002767878,"about_ca_topic_score_gemma":0.000034784538,"teacher_disagreement_score":0.25221428,"about_ca_system_score_codex":0.00020310289,"about_ca_system_score_gemma":0.000030027551,"threshold_uncertainty_score":0.31701884},"labels":[],"label_agreement":null},{"id":"W4396985659","doi":"10.52342/2587-7666vte_2024_2_45_55","title":"Institutional Analysis of Economy: Qualitative and Quantitative Research and Methods","year":2024,"lang":"en","type":"article","venue":"Issues of Economic Theory","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":2,"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":"Operationalization; Qualitative research; Interview; Quantitative analysis (chemistry); Task (project management); Management science; Quantitative research; Qualitative analysis; Qualitative property; Knowledge management; Sociology; Computer science; Epistemology; Social science; Management; Economics","score_opus":0.17588114691812656,"score_gpt":0.5559450051732379,"score_spread":0.3800638582551113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396985659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8638677,0.00911128,0.0019052385,0.001278781,0.00013002774,0.00015419158,0.00005493253,0.000037515445,0.12346032],"genre_scores_gemma":[0.9770617,0.0009976957,0.020746488,0.000010536549,0.000017787966,0.000009377403,0.0000034078353,0.0000037650782,0.001149243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99873614,0.0005452594,0.00029684568,0.0002478971,0.00003749041,0.00013635137],"domain_scores_gemma":[0.9966238,0.0031244338,0.00006917248,0.00009831661,0.000039764174,0.000044479948],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006713243,0.00006510845,0.00032373628,0.00047579585,0.00013953606,0.00004173058,0.00015658686,0.0000904049,0.0004319174],"category_scores_gemma":[0.00036880042,0.000059828046,0.000047080346,0.00022005916,0.0028475246,0.0002077447,0.00010113333,0.00010676119,0.000011601515],"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":[0.000018424274,0.00001009542,0.00042072037,0.000020091395,0.0005758574,5.029114e-7,0.036522068,0.000009247603,0.000018839351,0.9531372,0.00005270867,0.009214206],"study_design_scores_gemma":[0.000055400844,0.000047850895,0.0011431056,0.000025234349,0.0000529309,1.5066342e-7,0.045225102,0.00028590186,0.0002981165,0.9362504,0.016543679,0.0000721248],"about_ca_topic_score_codex":0.00048172838,"about_ca_topic_score_gemma":0.00021462016,"teacher_disagreement_score":0.12231108,"about_ca_system_score_codex":0.00009486904,"about_ca_system_score_gemma":0.0001556156,"threshold_uncertainty_score":0.9998661},"labels":[],"label_agreement":null},{"id":"W4413236580","doi":"10.52342/2587-7666vte_2025_3_49_64","title":"Why Do Russians Avoid Medical Care? (Socio-Demographic Determinants and Reasons for Avoidance Behavior)","year":2025,"lang":"en","type":"article","venue":"Issues of Economic Theory","topic":"Healthcare Systems and Public Health","field":"Medicine","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":"American Heart Association","keywords":"Disadvantaged; Health care; Population; Environmental health; Medical care; Quarter (Canadian coin); Logistic regression; Medicine; Psychology; Family medicine; Geography","score_opus":0.014516085046001014,"score_gpt":0.3564846371055778,"score_spread":0.3419685520595768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413236580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676884,0.014948564,0.00018495436,0.0117918365,0.0006743394,0.0011674191,0.00014582534,0.000058442914,0.003340233],"genre_scores_gemma":[0.9954292,0.0010876643,0.00035052845,0.0017586907,0.00029505233,0.00013902792,0.000015399191,0.000027211909,0.000897206],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982907,0.00019970202,0.0006426438,0.00038103963,0.000108813794,0.00037708477],"domain_scores_gemma":[0.9984751,0.00046977375,0.00016468734,0.00045599937,0.00008138891,0.00035306843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751919,0.00017844215,0.0007058252,0.00021335234,0.00014105393,0.00001946006,0.0001757846,0.00031813738,0.00014961026],"category_scores_gemma":[0.0003750163,0.00016051163,0.00014049541,0.000070596405,0.00026179414,0.000077198965,0.000049077895,0.00022973235,0.000006636283],"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":[0.0006153784,0.00023127165,0.49763277,0.00644627,0.00021520749,0.000043539447,0.007962817,4.5076914e-7,0.00007955913,0.22076188,0.021093475,0.24491736],"study_design_scores_gemma":[0.0076562855,0.0014044261,0.21386899,0.005266092,0.00040827235,0.00023628866,0.016107854,0.00013407787,0.0006123037,0.023294993,0.73023546,0.00077497284],"about_ca_topic_score_codex":0.0013225866,"about_ca_topic_score_gemma":0.0008320209,"teacher_disagreement_score":0.70914197,"about_ca_system_score_codex":0.00012445234,"about_ca_system_score_gemma":0.0010392207,"threshold_uncertainty_score":0.6545474},"labels":[],"label_agreement":null}]}