{"meta":{"query_hash":"cdc2519b6b60","filters":{"venue":"Business and Economics Journal"},"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/cdc2519b6b60","api":"https://metacan.xera.ac/api/v1/cohort?venue=Business+and+Economics+Journal"},"results":[{"id":"W2116167604","doi":"","title":"Factors That Affect Canadian Propensity To Grow And Expand Small Business","year":2010,"lang":"en","type":"article","venue":"Business and Economics Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":9,"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":"Affect (linguistics); Small business; Marketing; Business; Perception; Propensity score matching; Public relations; Psychology; Political science","score_opus":0.04702556925918906,"score_gpt":0.2034199329184443,"score_spread":0.15639436365925524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116167604","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":[0.99317193,0.00011009833,0.0000148728805,0.0035773923,0.001265599,0.00016304845,0.000004750575,0.000017112014,0.0016752213],"genre_scores_gemma":[0.9973806,0.00032200408,0.00006344801,0.0013757889,0.00077146635,0.0000041879025,0.0000045556203,0.000021578657,0.000056378252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906504,0.0000045874467,0.00020523943,0.00028436785,0.000052066447,0.00038866772],"domain_scores_gemma":[0.99933076,0.000026630229,0.00016321694,0.00013579683,0.00022624622,0.00011737765],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00028841605,0.0002313717,0.00029846895,0.00027078838,0.0007049676,0.0013691244,0.00017558897,0.00007886129,0.000085145926],"category_scores_gemma":[0.00011740594,0.00017914093,0.000034118577,0.00018943587,0.00008359502,0.0010612943,0.00017444606,0.00020810045,0.000015009269],"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":[0.000017677177,0.000012287623,0.9897053,0.000050439005,0.000024178438,0.000009681237,0.00007949562,0.000040369276,0.00009276285,0.0008643203,0.00050268736,0.008600765],"study_design_scores_gemma":[0.00027928926,0.000005094364,0.9605254,0.000035787438,0.000029411658,0.000037779304,0.00021127668,0.000045807796,0.00001917291,0.00052837864,0.038013782,0.0002688388],"about_ca_topic_score_codex":0.04748943,"about_ca_topic_score_gemma":0.30946532,"teacher_disagreement_score":0.26197588,"about_ca_system_score_codex":0.000022076782,"about_ca_system_score_gemma":0.00006489875,"threshold_uncertainty_score":0.9996675},"labels":[],"label_agreement":null},{"id":"W2183515786","doi":"","title":"Understanding and Mitigating Direct Investment Risk in the Indian Real Estate Market","year":2010,"lang":"en","type":"article","venue":"Business and Economics Journal","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","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":"Real estate; Foreign direct investment; Real estate investment trust; Business; Finance; Risk perception; Political risk; Investment (military); Capital market; Economics; Perception; Politics; Macroeconomics","score_opus":0.023369035079165375,"score_gpt":0.1922518688194887,"score_spread":0.1688828337403233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183515786","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":[0.96364135,0.00004466605,0.000027210635,0.0007348831,0.00046868715,0.0000862294,0.000008108174,0.0000074050713,0.03498144],"genre_scores_gemma":[0.99238586,0.006029054,0.000118587275,0.0006696986,0.00075444224,0.000004098585,0.000003036969,0.000014648716,0.000020585801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992993,0.000010077548,0.0002467902,0.00016190585,0.00005625421,0.00022570787],"domain_scores_gemma":[0.99946356,0.000061010673,0.0003310017,0.00009417365,0.000030633855,0.000019647421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000845282,0.00012961148,0.00015810001,0.000117170515,0.0003800617,0.000833159,0.00012305252,0.000051119725,0.000024465495],"category_scores_gemma":[0.00010034226,0.00010019387,0.000024001527,0.00014177934,0.000095334246,0.00089959,0.00006825733,0.00029227362,0.0000023668583],"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":[0.00012199815,0.00007147179,0.8620585,0.00016390346,0.000040672054,0.00017515247,0.0035022863,0.0001159697,0.00006892682,0.08328698,0.0037516162,0.046642497],"study_design_scores_gemma":[0.0008373171,0.0000056082017,0.94564164,0.000049437425,0.000025104031,0.0001018071,0.0028948942,0.001679361,0.000001217562,0.028451085,0.020071618,0.00024090555],"about_ca_topic_score_codex":0.001593774,"about_ca_topic_score_gemma":0.0033073055,"teacher_disagreement_score":0.08358312,"about_ca_system_score_codex":0.000029760244,"about_ca_system_score_gemma":0.00002635496,"threshold_uncertainty_score":0.80341715},"labels":[],"label_agreement":null},{"id":"W2234609056","doi":"10.4172/2151-6219.1000165","title":"Non-Linear Series Inversion Method for Forecasting Canadian GDP Growth","year":2015,"lang":"en","type":"article","venue":"Business and Economics Journal","topic":"Energy Load and Power Forecasting","field":"Engineering","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":"Series (stratigraphy); Economics; Econometrics; Inversion (geology); Time series; Mathematics; Geology; Statistics","score_opus":0.035404173417343296,"score_gpt":0.21403684854556365,"score_spread":0.17863267512822034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234609056","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":[0.954977,0.0002392367,0.039288107,0.00038501446,0.001842758,0.000076333796,0.000034891444,0.00003118385,0.0031255027],"genre_scores_gemma":[0.85904807,0.00075028284,0.13759346,0.00022732595,0.0020163583,0.000009460521,0.00003860011,0.00009381014,0.00022263231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941796,0.0000046526907,0.00019525512,0.0000904929,0.000023457442,0.0002681949],"domain_scores_gemma":[0.9994359,0.000023582046,0.000047742968,0.000049467882,0.00012238757,0.00032091537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033475203,0.00011902307,0.00015988095,0.0001315413,0.00017644494,0.00011699901,0.000074410076,0.00006957985,0.0000070434357],"category_scores_gemma":[0.00003645786,0.00011861538,0.000034087112,0.00006707665,0.000013220049,0.00040031,0.0000129193295,0.00010701538,0.0000025938728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014449435,0.000016638092,0.013291026,0.0004033674,0.00024022805,0.000059773847,0.0032020523,0.83939,0.00025220498,0.0016277549,0.018365782,0.12300669],"study_design_scores_gemma":[0.0008072891,0.000037219703,0.00041113535,0.00007409366,0.000023301456,0.00069189153,0.00030065316,0.9355525,0.00038962887,0.0029663837,0.05843362,0.00031229385],"about_ca_topic_score_codex":0.0030179631,"about_ca_topic_score_gemma":0.01175186,"teacher_disagreement_score":0.122694395,"about_ca_system_score_codex":0.000103601065,"about_ca_system_score_gemma":0.0001123497,"threshold_uncertainty_score":0.6557814},"labels":[],"label_agreement":null},{"id":"W2415027765","doi":"","title":"TRADE DURING 1908-1910 PERIOD BETWEEN OTTOMAN EMPIRE AND SOUTH AFRICA WHICH WAS UNDER THE BRITISH INFLUENCE","year":2016,"lang":"en","type":"article","venue":"Business and Economics Journal","topic":"African history and culture studies","field":"Social Sciences","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":"German; Ottoman empire; Power (physics); Capital (architecture); Economic history; Period (music); Quarter (Canadian coin); Ancient history; Economy; Empire; History; Political science; Economics; Archaeology; Law; Art; Politics","score_opus":0.019183765696044453,"score_gpt":0.22226719974972461,"score_spread":0.20308343405368015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415027765","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":[0.9897648,0.000997878,0.000022825201,0.006168353,0.00011885984,0.000057742378,0.000010881939,0.000012488718,0.0028461611],"genre_scores_gemma":[0.9974037,0.0015010596,0.000018247787,0.000060714938,0.00058151595,0.0000034258971,1.6670678e-7,0.000007753338,0.00042345515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992932,0.000049802507,0.00018089559,0.00016208943,0.00006743708,0.00024655892],"domain_scores_gemma":[0.99958646,0.000040437637,0.0001337855,0.00006399408,0.0000613418,0.00011396381],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00032117288,0.00009364247,0.00017322929,0.000021143907,0.0037273802,0.00052236917,0.00014173123,0.00006042979,0.000027575801],"category_scores_gemma":[0.00005542114,0.00006365615,0.000029404147,0.000088222725,0.0004447859,0.00039105825,0.00005028387,0.00011391159,0.000002726681],"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":[0.000048401784,0.00003706499,0.8081152,0.000040055736,0.00029821394,0.000026672411,0.16295838,0.00006006691,0.00013738558,0.0055893124,0.0011489661,0.021540312],"study_design_scores_gemma":[0.00030658845,0.000007975092,0.94851685,0.000049490212,0.000031954332,0.000056547557,0.017714042,5.3347264e-7,0.0000012652309,0.0013746425,0.03178753,0.00015261103],"about_ca_topic_score_codex":0.00012892824,"about_ca_topic_score_gemma":0.0018328296,"teacher_disagreement_score":0.14524435,"about_ca_system_score_codex":0.000076068834,"about_ca_system_score_gemma":0.00008957099,"threshold_uncertainty_score":0.9975696},"labels":[],"label_agreement":null},{"id":"W2546610890","doi":"10.4172/2151-6219.1000238","title":"Money Supply, Banking Liquidity and Stock Index Returns: Evidence from Four Major Capital Markets","year":2016,"lang":"en","type":"article","venue":"Business and Economics Journal","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":"Market liquidity; Monetary economics; Economics; Financial system; Index (typography); Stock (firearms); Money supply; Business; Capital market; Monetary policy; Finance","score_opus":0.06680103258396575,"score_gpt":0.21765297660182498,"score_spread":0.15085194401785923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546610890","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":[0.9862913,0.005613218,0.0018672278,0.004394263,0.0010186804,0.00014290675,0.0003630651,0.000018724748,0.00029062654],"genre_scores_gemma":[0.97972316,0.017964402,0.00061222294,0.00032302403,0.00090318266,0.000007969155,0.0000052656706,0.000042397867,0.00041835927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978461,0.000030283418,0.00095715764,0.00058745954,0.000027141472,0.0005518215],"domain_scores_gemma":[0.9983295,0.00024505175,0.00071348756,0.00033406954,0.000032250657,0.00034562408],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009460799,0.00032506496,0.00066509156,0.0002805481,0.00033187258,0.00049173157,0.0002849437,0.00020458775,0.0013626866],"category_scores_gemma":[0.00023020855,0.00029387008,0.000110830915,0.000064493965,0.00013684464,0.001984975,0.00018365435,0.00024521197,0.000105005805],"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":[0.00036036235,0.000039750572,0.9850764,0.00003649388,0.00023447727,0.000027112703,0.00059075654,0.00017591013,0.00007435403,0.0011030994,0.0020603102,0.010220951],"study_design_scores_gemma":[0.0016202977,0.000057751524,0.9300608,0.00020894421,0.00002216773,0.00037756213,0.000050230614,0.0072580664,0.000031565407,0.05523547,0.004507499,0.0005696219],"about_ca_topic_score_codex":0.0016118954,"about_ca_topic_score_gemma":0.00027769458,"teacher_disagreement_score":0.0550156,"about_ca_system_score_codex":0.00020891802,"about_ca_system_score_gemma":0.00004704648,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null}]}