{"meta":{"query_hash":"7d5a67f9524b","filters":{"venue":"Global Journal of Management and Business Research"},"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/7d5a67f9524b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+Journal+of+Management+and+Business+Research"},"results":[{"id":"W2972900728","doi":"10.34257/gjmbrcvol19is5pg27","title":"Conditions Monetaires Et Croissance Economique En Zone Cemac","year":2019,"lang":"en","type":"article","venue":"Global Journal of Management and Business Research","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":1,"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; Real gross domestic product; Exchange rate; Effective exchange rate; Index (typography); Real economy; Interest rate; Econometrics; Real interest rate; Economy; Monetary economics; Macroeconomics; Computer science","score_opus":0.09445327441143593,"score_gpt":0.3203744502833651,"score_spread":0.22592117587192917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972900728","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":[0.9409363,0.007037954,0.005072687,0.0014237275,0.00022458789,0.000048168942,0.0034374238,0.00013615307,0.041683003],"genre_scores_gemma":[0.9889748,0.0014536639,0.0018313812,0.00005262914,0.00012372929,0.000026716516,0.00087266555,0.000019608766,0.006644847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994267,0.00013190141,0.000026655476,0.00013866152,0.00016110916,0.00011494402],"domain_scores_gemma":[0.9993844,0.00018056498,0.00018199609,0.000049586848,0.00014441535,0.000059024485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006834851,0.00049484445,0.0005769105,0.0026441868,0.0009118944,0.0036834595,0.0003877024,0.00073170936,0.006420612],"category_scores_gemma":[0.0015228188,0.00017364643,0.00040556237,0.0022949926,0.0007761084,0.0009440406,0.00076408667,0.0010052157,0.00079871167],"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":[0.0024376404,0.0003631604,0.5240127,0.0010949085,0.0005269515,0.006808365,0.007330507,0.042229768,0.013142965,0.17161073,0.01782298,0.21261927],"study_design_scores_gemma":[0.00008960923,0.00017452169,0.860728,0.00027975696,0.000089008354,0.0016888716,0.005594361,0.015702737,0.003653669,0.009567096,0.10228716,0.00014526093],"about_ca_topic_score_codex":0.061539255,"about_ca_topic_score_gemma":0.040746335,"teacher_disagreement_score":0.061539255,"about_ca_system_score_codex":0.003405186,"about_ca_system_score_gemma":0.0013189116,"threshold_uncertainty_score":0.12236214},"labels":[],"label_agreement":null},{"id":"W3001781783","doi":"10.34257/gjmbravol20is1pg11","title":"Influence of Foreign Workers Engagement Barriers on Management Attitude and Behavior within a Warehouse Organization in Canada","year":2020,"lang":"en","type":"article","venue":"Global Journal of Management and Business Research","topic":"Quality and Supply Management","field":"Business, Management and Accounting","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":"Borough; Psychology; Value (mathematics); Business; Marketing; Social psychology; Public relations; Political science; Statistics","score_opus":0.03818314565597627,"score_gpt":0.28289214271589586,"score_spread":0.24470899705991958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001781783","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":[0.9990477,0.000023419007,0.000017379445,0.00006998315,0.0000018980678,0.000004792511,0.000025468775,9.616517e-7,0.0008082459],"genre_scores_gemma":[0.9992574,0.000047272155,0.0000322465,0.00002627,7.630645e-7,0.0000040116047,0.000028857095,8.3652606e-7,0.00060242234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991798,0.00012158872,0.000024454957,0.00007029543,0.00023979429,0.0003641067],"domain_scores_gemma":[0.9973773,0.0003769166,0.00037366044,0.000061568506,0.0007780477,0.001032505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006775118,0.00022446901,0.00024195794,0.000657502,0.0038403687,0.0016527498,0.00046700565,0.00025193006,0.0020900578],"category_scores_gemma":[0.0023542296,0.00016719138,0.00024673247,0.0008649514,0.0011257613,0.00028467967,0.0009501785,0.00070271763,0.00014320374],"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":[0.00016487809,0.00019943193,0.9634137,0.000025463727,0.000027731572,0.0002299128,0.024004864,0.0001755217,0.0010136579,0.00020451403,0.00046757289,0.010072781],"study_design_scores_gemma":[0.0000043786713,0.00008234078,0.94180995,0.000029726902,0.000009910219,0.00003010004,0.056603383,0.00021527853,0.00016330987,0.000024490257,0.0010122198,0.000014876943],"about_ca_topic_score_codex":0.9652268,"about_ca_topic_score_gemma":0.98197067,"teacher_disagreement_score":0.03477317,"about_ca_system_score_codex":0.012299634,"about_ca_system_score_gemma":0.019472929,"threshold_uncertainty_score":0.08924043},"labels":[],"label_agreement":null},{"id":"W4392524380","doi":"10.34257/gjmbravol23is10pg43","title":"Navigating Early Career Management: Workplace Experiences and Career Impact","year":2023,"lang":"en","type":"article","venue":"Global Journal of Management and Business Research","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Career management; Career development; Psychology; Business; Public relations; Management; Sociology; Marketing; Medical education; Pedagogy; Political science; Economics; Medicine","score_opus":0.10802749070358414,"score_gpt":0.45851232235688527,"score_spread":0.35048483165330113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392524380","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":[0.98614454,0.0016565823,0.00044435423,0.0017699389,0.00007569646,0.000011958042,0.000019535762,0.0000119076385,0.009865418],"genre_scores_gemma":[0.9962792,0.0006767748,0.00020321009,0.0003135019,0.000014497481,0.000009546968,0.000015911377,0.0000052870387,0.0024820638],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977785,0.0011114797,0.000058074143,0.00008430067,0.00035014577,0.00061753637],"domain_scores_gemma":[0.9948567,0.0018374594,0.000597645,0.000083500454,0.0004668719,0.0021578467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032136543,0.00021938747,0.0003047353,0.00063543255,0.0059448215,0.004666236,0.0005479933,0.0011867333,0.0032083597],"category_scores_gemma":[0.0075861784,0.0002411608,0.00016574189,0.00043954724,0.0015800874,0.0015896026,0.0046855016,0.0019124974,0.00048634183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010313886,0.0004176347,0.09129786,0.00024205791,0.000016988197,0.0031362867,0.82226896,0.00007764257,0.0021188317,0.0026788474,0.0035106626,0.07413107],"study_design_scores_gemma":[0.0000057220814,0.0002647667,0.04491896,0.00030436675,0.0000077985005,0.001586728,0.9236365,0.00007571716,0.00037266163,0.0007243937,0.028069848,0.000032504387],"about_ca_topic_score_codex":0.002728699,"about_ca_topic_score_gemma":0.0074643134,"teacher_disagreement_score":0.0059448215,"about_ca_system_score_codex":0.0007559371,"about_ca_system_score_gemma":0.0024591007,"threshold_uncertainty_score":0.016995668},"labels":[],"label_agreement":null},{"id":"W4410403872","doi":"10.34257/gjmbrbvol25is1pg1","title":"Demographic Aspects of Illiteracy in Italian Regions through the Latest Census Data","year":2025,"lang":"en","type":"article","venue":"Global Journal of Management and Business Research","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","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":"Functional illiteracy; Census; Geography; Demography; Regional science; Socioeconomics; Sociology; Political science; Population","score_opus":0.06112283887432121,"score_gpt":0.3712010978261694,"score_spread":0.31007825895184815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410403872","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":[0.9160969,0.0016701908,0.0005562828,0.0013027813,0.00004415504,0.00011542564,0.049288936,0.00008411685,0.03084118],"genre_scores_gemma":[0.9671029,0.0011408635,0.0008211409,0.00015492078,0.000101600686,0.00019395223,0.02700601,0.00003153731,0.0034471834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994779,0.00011706628,0.000058653306,0.00007664066,0.00014642527,0.00012334711],"domain_scores_gemma":[0.998767,0.00014532138,0.00054732605,0.0001397514,0.0002664092,0.00013412091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068306935,0.00018865835,0.0001728647,0.002898678,0.00021733275,0.0007501399,0.00021166992,0.000170111,0.002847891],"category_scores_gemma":[0.0023728893,0.000103271464,0.00030626968,0.003053202,0.0002633066,0.00031927694,0.0006001361,0.0003298551,0.0012175918],"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":[0.00006921875,0.00004075506,0.96140337,0.00013067601,0.000043656884,0.00022017444,0.0036438832,0.0003081958,0.00029427384,0.00123188,0.015621449,0.016992455],"study_design_scores_gemma":[0.0000016931765,0.000012773608,0.99040854,0.000028685634,0.000009027662,0.00009770547,0.0006549737,0.00017113864,0.00003682448,0.000054942357,0.0085183345,0.0000052982537],"about_ca_topic_score_codex":0.07824242,"about_ca_topic_score_gemma":0.055912644,"teacher_disagreement_score":0.07824242,"about_ca_system_score_codex":0.0007239608,"about_ca_system_score_gemma":0.0005913258,"threshold_uncertainty_score":0.15557402},"labels":[],"label_agreement":null},{"id":"W7134174033","doi":"10.34257/gjmbrevol25is2pg1","title":"Envisage Infinitive an International Business &amp; Global Marketing Model","year":2025,"lang":"","type":"article","venue":"Global Journal of Management and Business Research","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","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":"Protectionism; Global strategy; International business; Prosperity; Outsourcing; Developing country; Emerging markets","score_opus":0.05339299150817537,"score_gpt":0.3521337306302415,"score_spread":0.2987407391220661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134174033","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058965413,0.00053146033,0.0547918,0.008000206,0.00040951095,0.0001348784,0.000115553245,0.0003544505,0.9297656],"genre_scores_gemma":[0.5323205,0.0030241758,0.08920348,0.0052064625,0.0006095931,0.00071225787,0.00040032997,0.0003238655,0.36819938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986971,0.00041553282,0.000035586076,0.0001808172,0.00047265325,0.00019829474],"domain_scores_gemma":[0.999225,0.00017333789,0.000072426104,0.00012500689,0.0001268312,0.00027733383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867134,0.0012160434,0.0002898802,0.0015126329,0.0021176534,0.0107806465,0.0013915859,0.0035655147,0.03126517],"category_scores_gemma":[0.0017442461,0.000426844,0.00077420933,0.0011092848,0.0062809703,0.010582484,0.0046174335,0.0036828418,0.00882399],"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":[0.000010196858,0.0000209408,0.00007047752,0.000017326545,0.0000016755652,0.00007387742,0.00017506651,0.00061644363,0.0001182045,0.9881765,0.0045793843,0.0061398707],"study_design_scores_gemma":[0.00003392447,0.00011116417,0.00024155491,0.00012991563,0.00001122685,0.0004598294,0.0006062491,0.0062885135,0.00045191235,0.5492179,0.4424022,0.00004567353],"about_ca_topic_score_codex":0.0013204518,"about_ca_topic_score_gemma":0.0019141502,"teacher_disagreement_score":0.03126517,"about_ca_system_score_codex":0.002821059,"about_ca_system_score_gemma":0.003438424,"threshold_uncertainty_score":0.10459238},"labels":[],"label_agreement":null}]}