{"meta":{"query_hash":"6d84db0edab4","filters":{"venue":"Economics World"},"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/6d84db0edab4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Economics+World"},"results":[{"id":"W2756991818","doi":"10.17265/2328-7144/2017.06.003","title":"Comparative Marketing Strategies of Fitness Clubs in the United States and Canada","year":2017,"lang":"en","type":"article","venue":"Economics World","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":6,"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":"Marketing; Political science; Business","score_opus":0.04960211298817713,"score_gpt":0.31802480836108854,"score_spread":0.2684226953729114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756991818","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":[0.937626,0.000030192898,2.449275e-7,0.0015726048,0.00011492987,0.00008639089,0.000008659234,0.0000022591498,0.06055872],"genre_scores_gemma":[0.9990846,0.000114585775,0.00001337539,0.00009188403,0.000038047638,0.0000023625812,0.0000069581583,0.000002045122,0.0006461329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995765,0.00006157403,0.0001163901,0.00006871806,0.00004096579,0.0001358632],"domain_scores_gemma":[0.9994241,0.0002531471,0.00015304585,0.000116540046,0.000018288541,0.000034862984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078033184,0.000047443897,0.00011698616,0.00004262132,0.0003024267,0.00014015201,0.0002227492,0.0000129971995,0.000034951903],"category_scores_gemma":[0.000048391677,0.000039319206,0.00000997942,0.00003916898,0.00017754862,0.00018327219,0.00002219786,0.000058145888,3.9207066e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011468324,0.00005281308,0.5930589,0.000031524658,0.000059170387,0.000011505701,0.057792176,0.0020987662,0.000008295829,0.3338212,0.011760439,0.0011905214],"study_design_scores_gemma":[0.00027775264,0.000007750955,0.68765193,0.000035197863,0.0000064922183,2.7775405e-7,0.060872234,0.00035369574,0.00005173286,0.0027868273,0.24784026,0.00011584016],"about_ca_topic_score_codex":0.9015202,"about_ca_topic_score_gemma":0.9982486,"teacher_disagreement_score":0.33103436,"about_ca_system_score_codex":0.000053715878,"about_ca_system_score_gemma":0.00038729783,"threshold_uncertainty_score":0.23260522},"labels":[],"label_agreement":null},{"id":"W4249502513","doi":"10.17265/2328-7144/2015.0506.001","title":"A Panel Granger Causality Test of Investment in ICT Capital and Economic Growth: Evidence From Developed and Developing Countries","year":2015,"lang":"en","type":"article","venue":"Economics World","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"King's University College","keywords":"Granger causality; Economics; Causality (physics); Investment (military); Developing country; Test (biology); Capital investment; Panel data; Capital (architecture); Monetary economics; Information and Communications Technology; Macroeconomics; International economics; Econometrics; Economic growth; Finance; Political science; Geography","score_opus":0.10748610468308267,"score_gpt":0.23941541632833643,"score_spread":0.13192931164525376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249502513","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":[0.9884757,0.005579179,0.000059861643,0.0023439147,0.00043793957,0.00029660788,0.0003868667,0.000019876406,0.0024000835],"genre_scores_gemma":[0.99367213,0.0025849505,0.0028549978,0.0005072415,0.00012244504,0.000035625217,0.000018126173,0.000030039573,0.00017443231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997744,0.000031878903,0.0010654717,0.0007894479,0.000017835375,0.00035132145],"domain_scores_gemma":[0.998337,0.000561189,0.00052521814,0.0003408448,0.000031154912,0.00020463348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013171555,0.0002783972,0.0007836953,0.00036890706,0.000060403894,0.00011266661,0.00021484503,0.00010110512,0.000055863322],"category_scores_gemma":[0.00042974166,0.00035838195,0.000046237143,0.00010441668,0.00024232404,0.00084827485,0.00021272547,0.00016010027,0.0001138741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004119275,0.000023067323,0.9190813,0.000043846714,0.000041867745,0.0000017632683,0.0014521518,0.000025840985,0.000006596555,0.078891896,0.00022631568,0.00016420327],"study_design_scores_gemma":[0.0010668194,0.00006541859,0.8212969,0.00010388452,0.0000124644175,0.0000066041316,0.0001676494,0.0011446802,0.00097588764,0.16627243,0.008192551,0.00069472974],"about_ca_topic_score_codex":0.008764745,"about_ca_topic_score_gemma":0.015260655,"teacher_disagreement_score":0.097784385,"about_ca_system_score_codex":0.00054078636,"about_ca_system_score_gemma":0.00023984478,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W4253909940","doi":"10.17265/2328-7144/2015.0910.002","title":"Covered Bonds in Europe: Issuing and Markets","year":2015,"lang":"en","type":"article","venue":"Economics World","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","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":"Bond; Business; Financial system; Finance","score_opus":0.04081014983812678,"score_gpt":0.21573502316034354,"score_spread":0.17492487332221676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253909940","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":[0.79977214,0.0013645651,0.00011763267,0.0008856911,0.00039882833,0.00011523225,0.00007194446,0.000022138776,0.19725181],"genre_scores_gemma":[0.9883984,0.00033385816,0.00056221354,0.00009864558,0.00019373743,0.000011198046,0.000017956443,0.000025894302,0.010358103],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989268,0.000008582775,0.00048925163,0.00032854048,0.00001145817,0.00023535643],"domain_scores_gemma":[0.99940956,0.000043815235,0.00017023197,0.00022733431,0.000020651314,0.0001284211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052466546,0.00012063468,0.00029689766,0.00036194315,0.000046149544,0.00009047439,0.00012325097,0.00004999488,0.00009571577],"category_scores_gemma":[0.00016056908,0.00016442314,0.000027430326,0.00033273204,0.000047669877,0.0002677178,0.0000821062,0.000120484336,0.00031597525],"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":[0.000029619268,0.00003241847,0.5060898,0.0000047146136,0.000008458727,0.000003935638,0.0002914616,0.00033313117,0.000001187886,0.48511022,0.0056568217,0.002438208],"study_design_scores_gemma":[0.0006356325,0.000016087939,0.4464813,0.000006754653,0.0000014452748,0.0000027156996,0.00002363675,0.004913446,0.000005053277,0.033658862,0.51406276,0.00019234298],"about_ca_topic_score_codex":0.00020600652,"about_ca_topic_score_gemma":0.00095613033,"teacher_disagreement_score":0.5084059,"about_ca_system_score_codex":0.00012707406,"about_ca_system_score_gemma":0.00004014793,"threshold_uncertainty_score":0.6704981},"labels":[],"label_agreement":null},{"id":"W4405219644","doi":"10.17265/2328-7144/2024.04.005","title":"Exploring the Impact of NATO Agreements on Turkish Canadian Relations: An Analytical Perspective","year":2024,"lang":"en","type":"article","venue":"Economics World","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Turkish; Perspective (graphical); Political science; Regional science; Sociology; Computer science; Philosophy; Artificial intelligence","score_opus":0.14670251857393177,"score_gpt":0.3040534433590493,"score_spread":0.15735092478511756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405219644","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":[0.65198714,0.00033414617,0.00005593142,0.0015393868,0.00075132574,0.00014009642,0.00038679392,0.000020866019,0.34478432],"genre_scores_gemma":[0.9934531,0.00012498489,0.000065573186,0.00010399015,0.00022270808,0.000043390475,0.000030781168,0.000025753892,0.0059297387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988792,0.000011028263,0.00052224175,0.00035878582,0.000016294285,0.00021244025],"domain_scores_gemma":[0.9992348,0.00014912726,0.000118150754,0.0003225093,0.00003991804,0.0001354744],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033593952,0.00013341526,0.00020503026,0.000921667,0.00015527468,0.00016135522,0.00022280343,0.00003595587,0.0023691102],"category_scores_gemma":[0.00007538343,0.00012732908,0.00023897493,0.00030128894,0.00005988811,0.0007254164,0.000021965156,0.00023512734,0.0016395507],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000052733226,0.000030061225,0.017019484,0.0000012166561,0.00022187256,7.867996e-7,0.00043235885,0.013355475,2.0700234e-7,0.96651244,0.0020503951,0.0003704197],"study_design_scores_gemma":[0.00033092065,0.0001882438,0.3569456,0.000054580807,0.00002332784,0.0000064019778,0.00067660137,0.26241583,0.000011507428,0.29152837,0.087385245,0.00043336145],"about_ca_topic_score_codex":0.052737754,"about_ca_topic_score_gemma":0.040095653,"teacher_disagreement_score":0.6749841,"about_ca_system_score_codex":0.0018180801,"about_ca_system_score_gemma":0.00016814364,"threshold_uncertainty_score":0.99913776},"labels":[],"label_agreement":null},{"id":"W4405219648","doi":"10.17265/2328-7144/2024.04.006","title":"Comparison of International Healthcare Accreditation: Temos, JCI, AACI, and Accreditation Canada","year":2024,"lang":"en","type":"article","venue":"Economics World","topic":"Healthcare Quality and Management","field":"Health Professions","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":"Accreditation; Health care; Political science; Humanities; Nursing; Business; Medical education; Medicine; Art; Law","score_opus":0.12628855114044393,"score_gpt":0.4850517350932369,"score_spread":0.35876318395279294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405219648","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":[0.6171472,0.0034427221,0.00063518155,0.30974233,0.025572138,0.001721135,0.0007600442,0.00020776904,0.040771462],"genre_scores_gemma":[0.9913086,0.00026870432,0.0005701441,0.002476136,0.00082058075,0.000063995816,0.00022923408,0.000018606268,0.004243983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983849,0.00017632516,0.0008067433,0.00026612182,0.000120226236,0.00024566863],"domain_scores_gemma":[0.9987188,0.00065699604,0.00020805068,0.00017092939,0.000111359484,0.00013385579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662992,0.000109974644,0.0002581863,0.00018436545,0.00021470252,0.000024511222,0.0001388981,0.000070641094,0.00030308147],"category_scores_gemma":[0.00007511429,0.000119733726,0.000028723438,0.00013775857,0.00003080306,0.00020475821,0.000093747025,0.00036603858,0.000037176247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006828467,0.000038443675,0.11094257,0.0025351224,0.00015858246,0.0000056225126,0.0086384155,0.00018314706,0.000008815593,0.3800558,0.44624227,0.05112293],"study_design_scores_gemma":[0.00027001635,0.000032587748,0.039596703,0.0003237395,0.000013686469,4.958825e-7,0.00821779,0.0046673818,0.000020773146,0.0028192725,0.9438977,0.00013985355],"about_ca_topic_score_codex":0.15658787,"about_ca_topic_score_gemma":0.8393326,"teacher_disagreement_score":0.68274474,"about_ca_system_score_codex":0.0006321688,"about_ca_system_score_gemma":0.0016218695,"threshold_uncertainty_score":0.84902847},"labels":[],"label_agreement":null}]}