{"meta":{"query_hash":"a6bea501ce45","filters":{"venue":"Indian Economic Review"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/a6bea501ce45","api":"https://metacan.xera.ac/api/v1/cohort?venue=Indian+Economic+Review"},"results":[{"id":"W1586473637","doi":"10.1007/s41775-023-00163-2","title":"Organizational capital and optimal Ramsey taxation","year":2023,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Capital (architecture); Physical capital; Microeconomics; Capital intensity; Subsidy; Capital deepening; Organizational capital; Financial capital; Optimal tax; Capital accumulation; Productivity; Labour economics; Capital formation; Monetary economics; Macroeconomics; Market economy; Human capital","score_opus":0.027875035562638647,"score_gpt":0.2278104839171714,"score_spread":0.19993544835453275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586473637","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":[0.39022946,0.051665336,0.104517795,0.04428031,0.0011181999,0.00011871037,0.00042591375,0.00017534119,0.40746891],"genre_scores_gemma":[0.96997076,0.010861291,0.004574425,0.00042348192,0.00014665574,0.000031724183,0.00004719376,0.000017191678,0.0139274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995542,0.00020897044,0.000026596661,0.00003512447,0.00006684749,0.00010821473],"domain_scores_gemma":[0.99820757,0.0008254637,0.00026717185,0.00018098038,0.00026282237,0.00025597645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570093,0.0001998703,0.0004271163,0.00052874495,0.0006837353,0.0019604801,0.0004775749,0.0007726851,0.007482213],"category_scores_gemma":[0.0047967876,0.00020463877,0.00025526597,0.0006914545,0.0015563812,0.002712664,0.0009074589,0.0013092296,0.00050532864],"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":[0.000046040837,0.00004839121,0.0004497336,0.000078172365,0.000012113677,0.000011713756,0.000071030896,0.006529955,0.00010303,0.9670979,0.0029909445,0.022560928],"study_design_scores_gemma":[0.000021568207,0.00001461269,0.0008712237,0.000093541064,0.000009761071,0.000017831118,0.00012751282,0.009476522,0.00013163719,0.98170173,0.007527559,0.0000065962176],"about_ca_topic_score_codex":0.003392104,"about_ca_topic_score_gemma":0.004401521,"teacher_disagreement_score":0.007482213,"about_ca_system_score_codex":0.0026521513,"about_ca_system_score_gemma":0.002820851,"threshold_uncertainty_score":0.025030434},"labels":[],"label_agreement":null},{"id":"W1606064786","doi":"","title":"The Stability of Money Demand Function in Five Major Industrial Countries: Evidence from Cointegration Tests","year":2000,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Cointegration; Economics; Interest rate; Demand curve; Demand for money; Income elasticity of demand; Aggregate demand; Monetary economics; Econometrics; Monetary policy; Macroeconomics; Microeconomics","score_opus":0.09348935729018794,"score_gpt":0.2575961741877221,"score_spread":0.1641068168975342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606064786","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":[0.9945937,0.0009813674,0.0012296463,0.00011163388,0.000005532714,0.0000096952435,0.00026305905,0.00001793971,0.0027873563],"genre_scores_gemma":[0.99879277,0.00038488983,0.00020642439,0.000009781733,0.000004925201,0.0000039767865,0.0005179847,0.0000022308284,0.00007706368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985411,0.0006201421,0.000172304,0.00023725038,0.00022100675,0.00020809553],"domain_scores_gemma":[0.9858963,0.008667769,0.0032662658,0.00073769013,0.0011255685,0.00030642684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031788414,0.00028259392,0.0007860164,0.0028288956,0.00046215992,0.0013221778,0.00040588688,0.00046134257,0.0021457747],"category_scores_gemma":[0.014687084,0.00020495568,0.0007406048,0.0041142525,0.0010352781,0.0010289748,0.0008450928,0.0005005381,0.0003697274],"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":[0.000887007,0.00015573975,0.92285883,0.00033193378,0.0009765637,0.00082171324,0.0013871616,0.012504921,0.0009774925,0.012041432,0.00097637274,0.046080735],"study_design_scores_gemma":[0.00013932222,0.0003991057,0.97454244,0.00010718881,0.00056943484,0.0002708469,0.0017664486,0.012577002,0.0013821705,0.0053892373,0.0028136012,0.00004315079],"about_ca_topic_score_codex":0.007282232,"about_ca_topic_score_gemma":0.0052677216,"teacher_disagreement_score":0.007282232,"about_ca_system_score_codex":0.00047728364,"about_ca_system_score_gemma":0.0004598474,"threshold_uncertainty_score":0.01681149},"labels":[],"label_agreement":null},{"id":"W3165776112","doi":"10.1007/s41775-021-00112-x","title":"Central bank equity: facts and analytics","year":2021,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Equity (law); Economics; Net capital rule; Central bank; Capital (architecture); Exchange rate; Capital market; Emerging markets; Balance sheet; Monetary economics; Capital flows; Business; Finance; Monetary policy; Market economy; Political science","score_opus":0.12376315607688208,"score_gpt":0.2837808471139131,"score_spread":0.160017691037031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165776112","genre_codex":"review","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":[0.012058739,0.6210612,0.0051919767,0.078059055,0.009795471,0.00015557454,0.1321614,0.001524092,0.1399926],"genre_scores_gemma":[0.11560331,0.72125983,0.0067062494,0.00844471,0.015511474,0.00031865775,0.08398979,0.0005748681,0.047591113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971335,0.00021211988,0.00038134964,0.0002271887,0.0018310309,0.00021483858],"domain_scores_gemma":[0.97921526,0.0067023197,0.0036314882,0.0012284211,0.008638112,0.00058439974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230216,0.0008706154,0.00083200616,0.02021934,0.00058537314,0.004266095,0.0009125846,0.001163812,0.007231648],"category_scores_gemma":[0.017591579,0.0006126945,0.00056483893,0.037887603,0.0010569975,0.003477074,0.00117223,0.0038077885,0.005708123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062415056,0.000029982364,0.0034420348,0.0009477439,0.000046690402,0.000043271222,0.000082280545,0.0006564661,0.00013569428,0.024218032,0.8284582,0.1418772],"study_design_scores_gemma":[0.000011562148,0.000013927659,0.013085112,0.0011115615,0.000041791685,0.00008492079,0.00005398996,0.00033032763,0.00036074562,0.007007894,0.97787637,0.000021878459],"about_ca_topic_score_codex":0.030235972,"about_ca_topic_score_gemma":0.026693484,"teacher_disagreement_score":0.030235972,"about_ca_system_score_codex":0.0031632488,"about_ca_system_score_gemma":0.005805454,"threshold_uncertainty_score":0.060119987},"labels":[],"label_agreement":null},{"id":"W4315487160","doi":"10.1007/s41775-022-00153-w","title":"A microeconomic analysis of subsistence","year":2022,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subsistence agriculture; Consumption (sociology); Subsistence economy; Economics; Ecology; Agriculture; Social science; Sociology; Biology","score_opus":0.03976546673047979,"score_gpt":0.3240640090171801,"score_spread":0.28429854228670026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315487160","genre_codex":"review","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":[0.049394697,0.63649595,0.022375466,0.0563536,0.0023339572,0.000045016313,0.0006796616,0.000040982584,0.23228069],"genre_scores_gemma":[0.6436363,0.33360946,0.0039532203,0.0023730248,0.0019240301,0.000057778587,0.00022036018,0.000021842407,0.014203896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996997,0.00011398758,0.000012529471,0.000027148162,0.00008925128,0.000057352645],"domain_scores_gemma":[0.9995597,0.00023750532,0.000028202878,0.000029942546,0.00011415142,0.000030499876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072082184,0.00043405313,0.00057203736,0.0031329335,0.0007182847,0.0022713805,0.00069187215,0.0005499138,0.0035261435],"category_scores_gemma":[0.0013322751,0.00021378763,0.0005227896,0.0054866485,0.0027281763,0.0016387539,0.0007971871,0.0013305739,0.00032939628],"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":[0.000030427527,0.00004434346,0.002274203,0.00044530537,0.00007616053,0.000090203415,0.00028020877,0.0064463355,0.00024037251,0.90581006,0.014609044,0.06965338],"study_design_scores_gemma":[0.0000057273533,0.00004229698,0.026423918,0.0007392115,0.000065218424,0.00017534652,0.0013017488,0.0052605113,0.00018141039,0.761637,0.2041375,0.000030144281],"about_ca_topic_score_codex":0.019280517,"about_ca_topic_score_gemma":0.023701182,"teacher_disagreement_score":0.019280517,"about_ca_system_score_codex":0.0037422706,"about_ca_system_score_gemma":0.0028175013,"threshold_uncertainty_score":0.038336575},"labels":[],"label_agreement":null},{"id":"W4401845450","doi":"10.1007/s41775-024-00224-0","title":"The role of public sector banks in India","year":2024,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loan; Non-performing asset; Asset quality; Private sector; Financial system; Public sector; Stimulus (psychology); Counterintuitive; Government (linguistics); Business; Economics; Finance; Capital adequacy ratio; Economy; Economic growth; Market economy","score_opus":0.023689641663065863,"score_gpt":0.23892087871141893,"score_spread":0.21523123704835306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401845450","genre_codex":"review","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":[0.04538885,0.8489956,0.0005604586,0.06566747,0.0010882221,0.0000100067455,0.00027876967,0.000026027532,0.03798455],"genre_scores_gemma":[0.43827444,0.5530801,0.00022513203,0.0037274256,0.0016479708,0.000009025932,0.00014110628,0.00001219335,0.002882656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988495,0.0003520279,0.00010642435,0.00010480607,0.0003264623,0.00026072166],"domain_scores_gemma":[0.9908592,0.0045000724,0.0014548546,0.00024174014,0.002505278,0.00043884208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481416,0.000198305,0.00039215427,0.0025097965,0.00071655255,0.005194641,0.0005276285,0.0010859863,0.0014834548],"category_scores_gemma":[0.0056666103,0.00020512342,0.00024407498,0.007986411,0.0022915013,0.0014597164,0.00068937265,0.0021044943,0.00025157243],"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":[0.00039053653,0.00016304902,0.02506029,0.004941284,0.0002039991,0.00059858226,0.0018211995,0.008403849,0.0008379667,0.53896827,0.106264465,0.31234646],"study_design_scores_gemma":[0.0000531621,0.00011894008,0.1939416,0.00434684,0.00031807332,0.00093033223,0.0032012914,0.0023599486,0.0007692238,0.051727634,0.74214417,0.00008870382],"about_ca_topic_score_codex":0.028596157,"about_ca_topic_score_gemma":0.034129366,"teacher_disagreement_score":0.028596157,"about_ca_system_score_codex":0.005990316,"about_ca_system_score_gemma":0.009624894,"threshold_uncertainty_score":0.056859434},"labels":[],"label_agreement":null},{"id":"W4405191167","doi":"10.1007/s41775-024-00241-z","title":"A theory of hegemon-provoked instability, with an application to NATO and the Ukraine-Russia war","year":2024,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hegemony; Instability; Political science; Economic history; Economics; Political economy; Physics; Law; Politics","score_opus":0.012841399000051925,"score_gpt":0.30496167319840806,"score_spread":0.2921202741983561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405191167","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":[0.2106164,0.036229406,0.11692236,0.05432157,0.0026784237,0.00019139751,0.0003848076,0.00012666985,0.5785289],"genre_scores_gemma":[0.9850381,0.0045215716,0.002636361,0.000500089,0.0003830169,0.00006477908,0.000031938656,0.000018620985,0.0068055536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933404,0.00034854174,0.000026905376,0.000074650896,0.00009831671,0.000117498916],"domain_scores_gemma":[0.9981359,0.0012539424,0.00019905045,0.000106034575,0.00019474194,0.00011025493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019113119,0.00044312407,0.0005768852,0.0029956119,0.0036265962,0.0044224747,0.0010797391,0.0018274097,0.004063243],"category_scores_gemma":[0.0038962879,0.00019792473,0.00076706463,0.0036750243,0.011185133,0.003759712,0.0022102746,0.0022132252,0.00024259296],"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":[0.000007881131,0.000009986598,0.00051356625,0.000027529553,0.000006884312,0.000050750143,0.0008361206,0.0012877801,0.000023000839,0.9928848,0.0009804234,0.003371252],"study_design_scores_gemma":[0.000012131305,0.000022271575,0.0021760762,0.00010923736,0.000018996025,0.0000719274,0.0024352602,0.005119545,0.00005292499,0.976441,0.013527745,0.000012831541],"about_ca_topic_score_codex":0.010085986,"about_ca_topic_score_gemma":0.012617045,"teacher_disagreement_score":0.010085986,"about_ca_system_score_codex":0.0072548753,"about_ca_system_score_gemma":0.0034052946,"threshold_uncertainty_score":0.052637994},"labels":[],"label_agreement":null},{"id":"W7101391653","doi":"10.1007/s41775-025-00250-6","title":"Climate shocks and economic resilience: a DSGE analysis of Morocco’s monetary policy adjustments","year":2025,"lang":"en","type":"article","venue":"Indian Economic Review","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Dynamic stochastic general equilibrium; Stylized fact; Monetary policy; Shock (circulatory); Inflation (cosmology); Climate change; General equilibrium theory; Inflation targeting","score_opus":0.012367903364798595,"score_gpt":0.2666445765164085,"score_spread":0.2542766731516099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101391653","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":[0.9834082,0.0058242944,0.00079454505,0.0029589126,0.00012394365,0.000011709848,0.0018859389,0.000032960466,0.004959505],"genre_scores_gemma":[0.9962632,0.0019462012,0.00027190833,0.000098488345,0.000054872355,0.00000738302,0.00061840354,0.00000924695,0.000730409],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998696,0.000040675637,0.000008137657,0.000017988184,0.000018064342,0.000045461416],"domain_scores_gemma":[0.9997334,0.00007820191,0.00006244803,0.000020324025,0.000076418415,0.000029214338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007517199,0.0004235154,0.00049050985,0.0010528748,0.0003733969,0.0012369774,0.00031420813,0.00049153605,0.0012467513],"category_scores_gemma":[0.0016678697,0.00015003313,0.000646454,0.0015857334,0.00027234148,0.00045288104,0.00060751924,0.00052222156,0.0001351896],"study_design_candidate":"simulation_or_modeling","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":[0.00145483,0.00011582816,0.4207014,0.00073784316,0.0028319128,0.0037479291,0.0017380945,0.3891905,0.0039696353,0.06189783,0.02509266,0.08852151],"study_design_scores_gemma":[0.00009897487,0.00014186613,0.8226211,0.0003694284,0.0010442695,0.00029997822,0.002327785,0.120080665,0.0011218848,0.007990179,0.043805588,0.000098336226],"about_ca_topic_score_codex":0.17000979,"about_ca_topic_score_gemma":0.09174794,"teacher_disagreement_score":0.17000979,"about_ca_system_score_codex":0.0027169734,"about_ca_system_score_gemma":0.0013456624,"threshold_uncertainty_score":0.33804047},"labels":[],"label_agreement":null}]}