{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"a2c30b64ebd6","filters":{"venue":"Journal of Economics Management and Trade"}},"results":[{"id":"W2998490743","doi":"10.9734/jemt/2019/v25i430201","title":"Assessing the Impact of Factors Driving Global Carbon Dioxide Emissions","year":2019,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Unit root; Economics; Greenhouse gas; Panel data; Cointegration; Energy consumption; Openness to experience; Granger causality; Language change; Natural resource economics; Public economics; Econometrics; Engineering","authors":[{"name":"Redwan Ahmed","is_ca":true},{"name":"Gabriela Sabau","is_ca":true},{"name":"Morteza Haghiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441563870303588,"gpt":0.2366107562026794,"spread":0.2121951174996436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142982,0.0004889311,0.0003261306,0.001236177,0.0002976827,0.001314368,0.0001861256,0.0005782248,0.001632508],"category_scores_gemma":[0.004581404,0.0002353231,0.000790483,0.002197749,0.000392443,0.001387069,0.0008353947,0.0006761186,0.0002049357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473454,"about_ca_system_score_gemma":0.001030285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02635412,"about_ca_topic_score_gemma":0.0309611,"domain_scores_codex":[0.9993624,0.0002015434,0.0000548835,0.0001384515,0.0001076715,0.0001350459],"domain_scores_gemma":[0.9959226,0.002018038,0.001312416,0.000187667,0.0004089382,0.0001504799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002880913,0.00004385869,0.9862694,0.0000557011,0.0002072658,0.0001241384,0.00008380774,0.007479472,0.0002851487,0.0006971083,0.0001972573,0.004527945],"study_design_scores_gemma":[0.000002968558,0.00005797133,0.9891964,0.00002670441,0.0001060382,0.00005954837,0.0006432502,0.007459176,0.0006148327,0.0006408051,0.001174664,0.00001772692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928083,0.0005263126,0.001330564,0.0002694114,0.0000116733,0.00002849401,0.001996401,0.00001413146,0.003014584],"genre_scores_gemma":[0.9973519,0.0003187112,0.000442569,0.00003231134,0.000008103414,0.00001129467,0.001546951,0.00000345933,0.0002846346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635412,"threshold_uncertainty_score":0.05240148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160896015","doi":"10.9734/jemt/2021/v27i130324","title":"Relationship between Logistics Cost and Relative Firm Efficiency in Indian Food Processing Sector","year":2021,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Clair College","funders":"","keywords":"Data envelopment analysis; Business; Food processing; Revenue; Context (archaeology); Unit (ring theory); Industrial organization; Operations management; Economics; Finance; Statistics; Food science; Mathematics","authors":[{"name":"Ramandeep Kumar Sharma","is_ca":false},{"name":"Khushdeep Dharni","is_ca":false},{"name":"Akashdeep Singh Smagh","is_ca":true},{"name":"Pushpinder Vashisht","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07436973108081901,"gpt":0.2393539891124903,"spread":0.1649842580316713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489684,0.0001686375,0.0002236807,0.001531354,0.0003352654,0.002063609,0.0004848119,0.0003524292,0.001859924],"category_scores_gemma":[0.007638399,0.0001700275,0.0003883539,0.002366224,0.0006467421,0.0009726241,0.0007670084,0.000524156,0.0002554571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415777,"about_ca_system_score_gemma":0.000962732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006709934,"about_ca_topic_score_gemma":0.006023876,"domain_scores_codex":[0.9981693,0.0004423907,0.0002239917,0.0001845432,0.0005661866,0.000413584],"domain_scores_gemma":[0.9845243,0.006359291,0.005973332,0.000750255,0.001709387,0.000683299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009581788,0.0001053219,0.9822776,0.00003894083,0.00008520998,0.0003161337,0.0002914655,0.007240932,0.0007013869,0.001072719,0.0002053683,0.007569156],"study_design_scores_gemma":[0.000001896464,0.0001196667,0.9905241,0.00001731787,0.00002191645,0.0002170828,0.001218082,0.006479315,0.0004279771,0.0004673075,0.0004905404,0.00001486682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979818,0.00009369011,0.000251012,0.00009562631,0.000001903031,0.000006347947,0.0000809317,0.000003507616,0.001485165],"genre_scores_gemma":[0.9996254,0.00003081364,0.00008266866,0.000005894502,0.000001494132,0.000002019662,0.00004922841,0.000001005405,0.0002014113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006709934,"threshold_uncertainty_score":0.01334172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378808094","doi":"10.9734/jemt/2023/v29i81116","title":"The Disaggregated Impact of Financial Development on the Effectiveness of Monetary Policy in Nigeria","year":2023,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Economic Growth and Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monetary policy; Economics; Distributed lag; Financial market; Scope (computer science); Financial market efficiency; Quarter (Canadian coin); Finance; Government (linguistics); Monetary economics; Financial system; Business; Econometrics","authors":[{"name":"Yusuf Adamu","is_ca":false},{"name":"Olajide Oladipo","is_ca":false},{"name":"Aminu Umaru","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195947253315667,"gpt":0.2200304110703828,"spread":0.2080709385372262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117728,0.000130054,0.0003009295,0.0008860696,0.0003864277,0.00215846,0.0001441302,0.0003335595,0.00195799],"category_scores_gemma":[0.003964849,0.0001549246,0.0001686285,0.001152515,0.0005589547,0.001052655,0.001171531,0.0005745485,0.0001200434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696577,"about_ca_system_score_gemma":0.001171133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016301,"about_ca_topic_score_gemma":0.01400178,"domain_scores_codex":[0.9993753,0.0002241712,0.00006730289,0.00006574181,0.00009991044,0.0001675142],"domain_scores_gemma":[0.9973159,0.0008722272,0.00113471,0.00009574916,0.0003866781,0.0001948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007311746,0.000225496,0.8655372,0.000421487,0.0003072947,0.002498497,0.00242652,0.02926129,0.002735656,0.02593394,0.001586116,0.06833547],"study_design_scores_gemma":[0.00002417393,0.0002059909,0.9694293,0.0002295233,0.000119083,0.0002427242,0.004423434,0.01141126,0.001131192,0.007060136,0.005693064,0.00003015256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930845,0.0009684375,0.0002594347,0.0006186856,0.00001410875,0.000009912614,0.0001941271,0.000005180622,0.004845663],"genre_scores_gemma":[0.9992655,0.0003402776,0.00008730571,0.00002685693,0.000005342546,0.000002356047,0.0000479136,0.000001000499,0.0002235024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016301,"threshold_uncertainty_score":0.0202077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4324358440","doi":"10.9734/jemt/2023/v29i41089","title":"Analysis of Urbanization and Energy Consumption Using Time Series Data: Evidence from the SAARC Countries","year":2023,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Urbanization; Energy consumption; Consumption (sociology); Population; Tertiary sector of the economy; Ordinary least squares; Agricultural economics; Sustainable development; Economics; Developing country; Geography; Economic growth; Socioeconomics; Business; Economy; Econometrics; Environmental health; Engineering; Medicine; Political science","authors":[{"name":"Tithy Dev","is_ca":false},{"name":"Morteza Haghiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04410625482446907,"gpt":0.2419387852094913,"spread":0.1978325303850222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007079189,0.0002371726,0.0002273016,0.001390843,0.0002588138,0.0009106611,0.0002231041,0.0002956458,0.001019026],"category_scores_gemma":[0.002236179,0.0002038096,0.000738126,0.004657979,0.0003702845,0.0005994996,0.0005201354,0.0006729474,0.0002464675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114359,"about_ca_system_score_gemma":0.0004890705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856633,"about_ca_topic_score_gemma":0.01919546,"domain_scores_codex":[0.9995357,0.0001797625,0.00005249079,0.00006968279,0.00008941904,0.0000729693],"domain_scores_gemma":[0.9972618,0.001080586,0.0009571981,0.0001682065,0.0004127257,0.0001194367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000880474,0.00009266831,0.9817941,0.0001822296,0.0002700179,0.0006345341,0.0009783109,0.003019557,0.0002293582,0.001165158,0.001800972,0.00974503],"study_design_scores_gemma":[0.000006088848,0.0000542807,0.9885012,0.00009780436,0.0000875234,0.0001618786,0.004211957,0.002659702,0.0001929442,0.0001713038,0.003837954,0.00001729751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949662,0.0009970295,0.0002092133,0.0004073338,0.00001228267,0.000006368799,0.001256971,0.000008625511,0.002135894],"genre_scores_gemma":[0.9964128,0.001420287,0.0001638993,0.00003733295,0.00001256059,0.000006622487,0.001682171,0.000003233982,0.00026113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856633,"threshold_uncertainty_score":0.03691655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412943957","doi":"10.9734/jemt/2025/v31i81339","title":"Marketing Agricultural Products in Tanzania: A Review of Strategies, Gaps and Policy Implications","year":2025,"lang":"en","type":"review","venue":"Journal of Economics Management and Trade","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Food security; Business; Agricultural marketing; Tanzania; Livelihood; Agriculture; Marketing; Agricultural communication; Good agricultural practice; Agricultural extension; Agricultural economics; Food systems; Economics; Marketing management; Relationship marketing; Geography","authors":[{"name":"Wakirya John Marwa","is_ca":false},{"name":"L. S. Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02665440026314908,"gpt":0.2682194454496091,"spread":0.24156504518646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003331559,0.0007619198,0.001455356,0.006881715,0.0006689322,0.002713381,0.001091169,0.001306866,0.002638135],"category_scores_gemma":[0.006865569,0.0005395609,0.0009798603,0.008615486,0.0009425692,0.002358908,0.0009894849,0.0009760793,0.0002990772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300824,"about_ca_system_score_gemma":0.01068245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009689533,"about_ca_topic_score_gemma":0.02585256,"domain_scores_codex":[0.9987267,0.0004168414,0.0003668943,0.0001142324,0.0002772397,0.00009802961],"domain_scores_gemma":[0.9927111,0.00524731,0.001108283,0.00005281396,0.0006980362,0.0001825168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008918601,0.00006700459,0.001026442,0.4246343,0.0002978625,0.0003654749,0.001418967,0.0003282951,0.0007580276,0.004285404,0.01296561,0.5537634],"study_design_scores_gemma":[0.00004071818,0.0003114785,0.01231035,0.5386907,0.001900789,0.00118209,0.00295401,0.0002769449,0.0004495744,0.002044762,0.4397843,0.00005419007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003208663,0.9987355,0.00002853669,0.0005652552,0.00005731695,0.000009125458,0.0000215977,0.00000234348,0.0002594267],"genre_scores_gemma":[0.003176844,0.9962018,0.0001933767,0.0002828598,0.00003819288,0.00001705502,0.00002018459,0.000001022914,0.00006865232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009689533,"threshold_uncertainty_score":0.02182645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186116810","doi":"10.9734/jemt/2021/v27i530341","title":"Determinants of Relative Efficiency in Indian Food Processing Sector","year":2021,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Clair College","funders":"","keywords":"Food processing; Business; Agricultural economics; Econometrics; Economics; Food science","authors":[{"name":"Akashdeep Singh Smagh","is_ca":true},{"name":"Khushdeep Dharni","is_ca":false},{"name":"Pushpinder Vashisht","is_ca":false},{"name":"Ramandeep Kumar Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02698085608939414,"gpt":0.2137204919179941,"spread":0.1867396358285999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006212767,0.0001430528,0.0001296835,0.001489004,0.0002893867,0.00155597,0.0002937386,0.0002082799,0.001773112],"category_scores_gemma":[0.002794903,0.0001335756,0.0002230788,0.002218812,0.0004827973,0.0004734741,0.0006230782,0.0003334072,0.0002997655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008044952,"about_ca_system_score_gemma":0.0005093686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009946669,"about_ca_topic_score_gemma":0.008870261,"domain_scores_codex":[0.9992446,0.0001479748,0.00006817739,0.00010245,0.0002350585,0.0002018554],"domain_scores_gemma":[0.9961696,0.0007752632,0.002051417,0.000194732,0.000471956,0.0003369808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002562338,0.0000469588,0.9922928,0.00001765608,0.00004585018,0.000176421,0.0002402013,0.001093796,0.0007660713,0.000498187,0.0001370295,0.004659448],"study_design_scores_gemma":[5.570221e-7,0.00001909629,0.9984131,0.000005594388,0.00000640734,0.00007371692,0.0004757006,0.0004978491,0.0001573699,0.00007663482,0.0002712076,0.000002651953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982104,0.0000714752,0.000120707,0.0000662424,9.822171e-7,0.000004298728,0.00008881297,0.000003820496,0.001433221],"genre_scores_gemma":[0.9996945,0.00003566274,0.00004862781,0.000004822213,0.000001315895,9.86986e-7,0.00007253176,8.861632e-7,0.000140771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009946669,"threshold_uncertainty_score":0.01977754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117325951","doi":"10.9734/jemt/2025/v31i121379","title":"How Emerging Technologies are Transforming Financial Reporting for Small Businesses in Developed Economies?","year":2025,"lang":"en","type":"article","venue":"Journal of Economics Management and Trade","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","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":"Snowball sampling; Accounting management; Emerging markets; Quality (philosophy); Transparency (behavior); Traceability; Accounting information system; Cloud computing; Financial analysis","authors":[{"name":"Adebimpe Aderemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03176538488420457,"gpt":0.2276310680687931,"spread":0.1958656831845886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006516094,0.0002111931,0.0001600427,0.0022014,0.0009370276,0.00511923,0.0004591619,0.0006410491,0.001579979],"category_scores_gemma":[0.04085265,0.0001562525,0.0002752505,0.003148367,0.001904532,0.005650636,0.001593816,0.0008342731,0.0002340564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219531,"about_ca_system_score_gemma":0.002968136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010465,"about_ca_topic_score_gemma":0.009806927,"domain_scores_codex":[0.9953765,0.001967164,0.0004232893,0.0003110683,0.001382298,0.000539795],"domain_scores_gemma":[0.9485475,0.01650455,0.02571613,0.00161396,0.00626411,0.001353708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007556953,0.0001357196,0.8606354,0.0002580644,0.00008461876,0.0009723764,0.01154255,0.001226971,0.0008002854,0.01227764,0.001864326,0.1101264],"study_design_scores_gemma":[0.00001364928,0.0001570585,0.9253454,0.0005612358,0.00006879521,0.0006257388,0.0376892,0.002837227,0.001780824,0.006158112,0.02468546,0.00007736313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731163,0.001632404,0.002188359,0.009234566,0.00004686513,0.00004853732,0.0001954033,0.00002530252,0.01351225],"genre_scores_gemma":[0.9978293,0.0009624261,0.0005869697,0.0002929654,0.00002187852,0.000008362755,0.00003678784,0.000002699114,0.0002585759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010465,"threshold_uncertainty_score":0.03446084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}