{"meta":{"query_hash":"bf13f062af49","filters":{"venue":"Advances in Management and Applied Economics"},"cohort_total":4,"direct_labels_cover":1,"predictions_cover":4,"exported":4,"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/bf13f062af49","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Management+and+Applied+Economics"},"results":[{"id":"W4289100935","doi":"10.47260/amae/1256","title":"Time Series Characteristics of Canada’s Beyond GDP Indicators","year":2022,"lang":"en","type":"article","venue":"Advances in Management and Applied Economics","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"Gross domestic product; Cointegration; Economics; Real gross domestic product; Econometrics; Index (typography); Gross domestic income; Human Development Index; Measures of national income and output; Economic indicator; Per capita; Industrial production index; National Income and Product Accounts; Gross national income; Industrial production; National accounts; Macroeconomics; Production (economics); Human development (humanity); Public economics; Economic growth; Gross income; Computer science","score_opus":0.0016039341885349281,"score_gpt":0.154293111569677,"score_spread":0.15268917738114207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289100935","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":[0.97354424,0.0002707729,0.00074883894,0.00035736265,0.000014152445,0.000023601639,0.015124726,0.000049869697,0.009866511],"genre_scores_gemma":[0.9880336,0.00014702055,0.00028596976,0.000016592388,0.0000056282247,0.00000886632,0.00921646,0.000008718145,0.0022770965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919623,0.000052451454,0.000033174772,0.00008726936,0.00047302005,0.00015783402],"domain_scores_gemma":[0.9949071,0.00065606734,0.0008783125,0.00015688532,0.0029920766,0.00040942905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059436914,0.00019917553,0.00025386407,0.0020864645,0.0006082159,0.0013352692,0.00033322224,0.00016664038,0.0020922509],"category_scores_gemma":[0.0046061254,0.0000735395,0.0002249871,0.0062353085,0.0003664978,0.00030753104,0.0004660768,0.000369815,0.00018257035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011043126,0.00003365035,0.9527655,0.000048131988,0.00008553306,0.00021018917,0.00089116185,0.011189955,0.00058574334,0.006273738,0.005888415,0.021917542],"study_design_scores_gemma":[0.0000017348879,0.000010393219,0.98424363,0.000015945836,0.00001095116,0.000028358485,0.0005019263,0.006998537,0.00024364953,0.00021857418,0.0077066366,0.000019609357],"about_ca_topic_score_codex":0.97346354,"about_ca_topic_score_gemma":0.9673145,"teacher_disagreement_score":0.98893434,"about_ca_system_score_codex":0.011065636,"about_ca_system_score_gemma":0.013494759,"threshold_uncertainty_score":0.08028716},"labels":[],"label_agreement":null},{"id":"W4317781413","doi":"10.47260/amae/1321","title":"Investigating the Relationship Between Canada’s Environmental Quality and GDP-Alternative Measures: An Error Correction Approach","year":2023,"lang":"en","type":"article","venue":"Advances in Management and Applied Economics","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","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":"Gross domestic product; Cointegration; Economics; Per capita; Real gross domestic product; Greenhouse gas; Index (typography); Measures of national income and output; Econometrics; Human Development Index; Johansen test; Short run; Error correction model; Agricultural economics; Macroeconomics; Economic growth; Human development (humanity)","score_opus":0.07636391883687628,"score_gpt":0.2510824587598136,"score_spread":0.17471853992293734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317781413","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":[0.8835978,0.0020286767,0.099145636,0.0024126023,0.00037356457,0.00017073292,0.0033530947,0.00056642975,0.00835133],"genre_scores_gemma":[0.9875574,0.0004483266,0.007045097,0.00009286146,0.000034573248,0.00005299434,0.0012279331,0.000027256474,0.0035134063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594253,0.0011703959,0.00030304232,0.00075791945,0.0013884273,0.00043772845],"domain_scores_gemma":[0.9812475,0.009803517,0.00308858,0.001317475,0.0042824415,0.00026054188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051212967,0.00061333564,0.00069517316,0.0017241448,0.0008262678,0.0021711094,0.0010968832,0.00065569044,0.0021723455],"category_scores_gemma":[0.019736446,0.0002584614,0.0012384008,0.0038298338,0.0011764214,0.0006852967,0.0010539166,0.0015014154,0.00020949163],"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":[0.00016046774,0.00011447078,0.8226762,0.00024013646,0.0019742304,0.0007711059,0.00101829,0.091609955,0.0010050203,0.019016428,0.0028923792,0.058521327],"study_design_scores_gemma":[0.000044941367,0.0003552274,0.6409541,0.00023271213,0.0009082758,0.0002041389,0.0015502716,0.3254732,0.004757486,0.007000519,0.018396575,0.000122577],"about_ca_topic_score_codex":0.6603745,"about_ca_topic_score_gemma":0.5068439,"teacher_disagreement_score":0.33962548,"about_ca_system_score_codex":0.0047755893,"about_ca_system_score_gemma":0.013234792,"threshold_uncertainty_score":0.68325114},"labels":[],"label_agreement":null},{"id":"W4361276962","doi":"10.47260/amae/1335","title":"Financial Literacy: A Bibliometric Literature Review","year":2023,"lang":"en","type":"article","venue":"Advances in Management and Applied Economics","topic":"Financial Literacy and Behavior","field":"Business, Management and Accounting","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 du Québec à Rimouski","funders":"","keywords":"Scopus; Financial literacy; Web of science; Literacy; Bibliometrics; Maturity (psychological); Sociology; Library science; Political science; Computer science; Finance; Business; Pedagogy","score_opus":0.008532661400452354,"score_gpt":0.2419898776343379,"score_spread":0.23345721623388554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361276962","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11919182,0.78792924,0.008452573,0.011407317,0.0013503373,0.0013029695,0.022550669,0.00041177537,0.04740333],"genre_scores_gemma":[0.4223639,0.55138665,0.010472818,0.0008442291,0.0011507318,0.001048984,0.011045267,0.00007132866,0.0016160954],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98425716,0.0045669978,0.0034294976,0.0008450372,0.0064602206,0.00044106983],"domain_scores_gemma":[0.92427766,0.046536468,0.0103089465,0.0019406325,0.016084705,0.00085176085],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.014871974,0.00057490094,0.0018631739,0.18056779,0.001388858,0.004811606,0.0010038591,0.0009011561,0.0041740104],"category_scores_gemma":[0.07619423,0.0004274024,0.0016889282,0.18976608,0.0010873579,0.004802411,0.0024177686,0.00059800554,0.00081691705],"study_design_candidate":"systematic_review","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":[0.00017550144,0.00016552751,0.094473176,0.09140498,0.002375753,0.0007059032,0.0027738004,0.0011024533,0.0011034011,0.011522669,0.035523396,0.75867337],"study_design_scores_gemma":[0.000079506135,0.00038409806,0.43041265,0.11701697,0.0067942645,0.0025883447,0.01320562,0.0037199191,0.0026571555,0.009566644,0.4133565,0.00021839215],"about_ca_topic_score_codex":0.0040335255,"about_ca_topic_score_gemma":0.005573198,"teacher_disagreement_score":0.8194322,"about_ca_system_score_codex":0.0030414273,"about_ca_system_score_gemma":0.00896515,"threshold_uncertainty_score":0.07865143},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4390660273","doi":"10.47260/amae/1423","title":"Assessment of Employees’ Perception of Workplace Diversity and its Influence on Job Satisfaction: Insights from Calgary Economic Region","year":2024,"lang":"en","type":"article","venue":"Advances in Management and Applied Economics","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":3,"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":"Job satisfaction; Diversity (politics); Perception; Psychology; Job attitude; Social psychology; Cultural diversity; Marital status; Gender diversity; Ethnic group; Multiculturalism; Sexual orientation; Job performance; Political science; Business; Sociology; Population","score_opus":0.029924271699808786,"score_gpt":0.27439752951902446,"score_spread":0.24447325781921567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390660273","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":[0.99969816,0.000022260076,0.000006942972,0.000019332661,6.748887e-7,0.0000013596344,0.000012498638,1.4194912e-7,0.00023860461],"genre_scores_gemma":[0.99975175,0.000033811983,0.000017550896,0.000016389247,9.536885e-7,0.0000022768052,0.00002043795,2.2208744e-7,0.00015664127],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9997652,0.000064198946,0.000009038246,0.000018633546,0.000052150837,0.000090691705],"domain_scores_gemma":[0.9994542,0.00013952011,0.0001318531,0.000019542353,0.00010255839,0.00015227069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060785806,0.00014275001,0.00020598501,0.00061639555,0.0015457091,0.0008737427,0.00022420184,0.00019807293,0.001303302],"category_scores_gemma":[0.00068124384,0.00009865138,0.00013860018,0.00089189206,0.00050141796,0.00017859523,0.00074489205,0.00035540457,0.00011212103],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062180035,0.00012679333,0.9699358,0.000024546227,0.000017405284,0.00025939205,0.019944852,0.00007525478,0.001245887,0.00007612806,0.00020305523,0.008028742],"study_design_scores_gemma":[8.082589e-7,0.000032957374,0.98032343,0.0000075448343,0.000002432349,0.000013256608,0.019378366,0.000039674913,0.00004256103,0.000007821749,0.00014956985,0.0000015676295],"about_ca_topic_score_codex":0.12531368,"about_ca_topic_score_gemma":0.24818814,"teacher_disagreement_score":0.8746863,"about_ca_system_score_codex":0.001151513,"about_ca_system_score_gemma":0.0010104645,"threshold_uncertainty_score":0.24916857},"labels":[],"label_agreement":null}]}