{"meta":{"query_hash":"4041395784f5","filters":{"venue":"Advanced Business and Finance"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/4041395784f5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advanced+Business+and+Finance"},"results":[{"id":"W2746076001","doi":"10.21065/25205951.1.3","title":"Can an Accounting Information System Substitute an Accountant?","year":2016,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Accounting Theory and Financial Reporting","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accounting; Accounting information system; Business","score_opus":0.007708721104951462,"score_gpt":0.20020601333723323,"score_spread":0.19249729223228176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746076001","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":[0.9865318,0.000060661776,0.009411954,0.0003671824,0.0007770892,0.00025617078,0.000012917741,0.0003813174,0.0022009334],"genre_scores_gemma":[0.9974143,0.000052265266,0.0006944419,0.00066946563,0.0010007372,0.000045672547,0.000036036654,0.000037117534,0.00004995091],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981322,0.000008365331,0.0006099922,0.0004557611,0.00027548068,0.00051817857],"domain_scores_gemma":[0.9979653,0.00003136877,0.0008576571,0.00045972515,0.00066738704,0.000018578718],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006485743,0.00032509584,0.0003448216,0.00021841704,0.0006524551,0.00050290633,0.0003194255,0.00013038152,0.000010319702],"category_scores_gemma":[0.0003677539,0.00024823679,0.000040134037,0.00072991976,0.00012953804,0.018016525,0.00014573408,0.00011312529,0.00006505397],"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":[0.00025081905,0.000057455727,0.02680067,0.0004117423,0.000010250364,0.00004209004,0.00012466469,0.00030268508,0.0029102443,0.46266675,0.000030192898,0.5063924],"study_design_scores_gemma":[0.003949051,0.00006396423,0.6897702,0.0021027059,0.00013928946,0.00014715025,0.0014812947,0.0072537893,0.00070971315,0.026521584,0.2651256,0.002735595],"about_ca_topic_score_codex":0.00040692554,"about_ca_topic_score_gemma":0.00014569245,"teacher_disagreement_score":0.6629696,"about_ca_system_score_codex":0.00006180664,"about_ca_system_score_gemma":0.00005215476,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2747089887","doi":"10.21065/25205951.2.1","title":"Highlighting the Interplay Between Accounting, Finance and Management","year":2017,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Financial Reporting and Valuation Research","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accounting; Management accounting; Business","score_opus":0.024512954246122074,"score_gpt":0.31296812990434497,"score_spread":0.2884551756582229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747089887","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":[0.98249984,0.00060854305,0.0010057648,0.0054200194,0.00039492425,0.0003636925,0.0000023944915,0.000055891865,0.009648945],"genre_scores_gemma":[0.9952772,0.0016282432,0.0006851849,0.00036305102,0.0005723849,0.00006886598,0.0000058150126,0.000024211355,0.0013750051],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99856937,0.0000062556132,0.00032995184,0.0004672668,0.0002429793,0.0003841971],"domain_scores_gemma":[0.9984569,0.000055688008,0.0006350455,0.0005667636,0.0002780959,0.000007509005],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071911805,0.00020993441,0.00025139734,0.000093669434,0.0018990713,0.00095564424,0.00044243396,0.00006183866,0.0000057337948],"category_scores_gemma":[0.00045454726,0.0001555903,0.00003345594,0.00024627722,0.00026747442,0.0014686849,0.0006688682,0.00017829056,0.000027530072],"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":[0.000041611944,0.000026940827,0.15366358,0.00035087942,0.00002082759,0.000038335656,0.00004270929,0.00009545864,0.00008737533,0.1061794,0.0008157376,0.73863715],"study_design_scores_gemma":[0.0003943016,0.0000052679443,0.7199656,0.00022724779,0.000022690127,0.0000025419874,0.000025590889,0.0008984619,0.000026235677,0.0044240905,0.2738152,0.0001928011],"about_ca_topic_score_codex":0.0003344207,"about_ca_topic_score_gemma":0.00007860359,"teacher_disagreement_score":0.7384443,"about_ca_system_score_codex":0.000012667433,"about_ca_system_score_gemma":0.000014694894,"threshold_uncertainty_score":0.9994003},"labels":[],"label_agreement":null},{"id":"W3199469595","doi":"10.21065/25205951.3.1","title":"ON THE PROFESSIONAL ACCOUNTING TRANSFORMATION IN RUSSIA: PROFESSIONAL EDUCATION AND PUBLIC INTEREST","year":2018,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Agricultural and Financial Auditing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public interest; Accounting; Professional development; Professional studies; Transformation (genetics); Political science; Pedagogy; Sociology; Business; Law","score_opus":0.015209252362861237,"score_gpt":0.22801211796865428,"score_spread":0.21280286560579303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199469595","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":[0.9831259,0.00015182361,0.0000076033266,0.015867865,0.00031004476,0.00019914292,0.0000058738606,0.000013764661,0.00031795033],"genre_scores_gemma":[0.9987798,0.00014034596,0.000045632507,0.00052908197,0.00023677271,0.00005969714,0.000022913564,6.761304e-7,0.00018509968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993778,0.000021125177,0.00015731445,0.00018704595,0.00008304479,0.00017368243],"domain_scores_gemma":[0.9996501,0.00009595989,0.00009993923,0.000023969598,0.000113526534,0.000016468086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011187898,0.000102240876,0.00009350758,0.000010879278,0.00044233046,0.000045335804,0.00008248013,0.000057623867,0.000021457272],"category_scores_gemma":[0.000082768565,0.00003079113,0.00001207189,0.00039294365,0.000093746574,0.00047150685,0.0000403072,0.00012372766,0.000005634835],"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":[0.000044919674,0.00013341468,0.005761226,0.000015339829,0.0000010596914,4.6692205e-7,0.00021788395,7.2278937e-7,0.010156378,0.08790773,0.00014962043,0.8956112],"study_design_scores_gemma":[0.000105076244,0.00004960001,0.9742572,0.00026730634,0.0000011249024,0.0000058461287,0.0006277375,0.000075665135,0.00021441419,0.00709738,0.017177816,0.00012087054],"about_ca_topic_score_codex":0.000029820929,"about_ca_topic_score_gemma":0.00056752586,"teacher_disagreement_score":0.96849597,"about_ca_system_score_codex":0.000012239601,"about_ca_system_score_gemma":0.000014969024,"threshold_uncertainty_score":0.3402093},"labels":[],"label_agreement":null},{"id":"W4387767691","doi":"10.21065/25205951.7.1","title":"CONSEQUENCES OF ORGANIZATIONAL OUTCOMES OF JOB INSECURITY IN ORGANIZATIONS","year":2022,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Cyberloafing and Workplace Behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job insecurity; Secrecy; Phenomenon; Private sector; Business; Public relations; Demographic economics; Political science; Economic growth; Economics; Engineering; Work (physics)","score_opus":0.0090843714541771,"score_gpt":0.2675508878043184,"score_spread":0.2584665163501413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387767691","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":[0.99803966,0.0002734917,0.00008048782,0.0010624256,0.000115475756,0.00009258538,0.000037001955,0.000010088735,0.00028879312],"genre_scores_gemma":[0.9987387,0.00042646495,0.00048436373,0.00003200821,0.00000623739,0.000011696994,0.0000069180446,0.0000048832976,0.0002887153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939996,0.00004316044,0.00017872443,0.00011388987,0.0001675209,0.00009676838],"domain_scores_gemma":[0.99949235,0.00007841571,0.00012057375,0.00007140459,0.00022705321,0.0000102333615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015440852,0.000050385068,0.00015380197,0.00006267812,0.00024846557,0.0000051033185,0.00010684851,0.000022073016,0.00008334545],"category_scores_gemma":[0.00029932542,0.000053164007,0.000009453962,0.0015820398,0.00029303928,0.00011105151,0.000052268348,0.000058241472,2.9873416e-7],"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":[0.000008576659,0.00008851215,0.90285337,0.0000083898985,0.0000019052703,0.0000018727715,0.0029713546,0.0011284775,0.0012172987,0.09030621,0.000011932337,0.00140208],"study_design_scores_gemma":[0.00033870843,0.000014304507,0.98997796,0.000020277603,0.0000056105237,0.0000010416785,0.0016568161,0.000004730038,0.0005864822,0.0040955315,0.003202441,0.000096085736],"about_ca_topic_score_codex":0.001519502,"about_ca_topic_score_gemma":0.0010271282,"teacher_disagreement_score":0.08712458,"about_ca_system_score_codex":0.000026394458,"about_ca_system_score_gemma":0.00022349288,"threshold_uncertainty_score":0.22970428},"labels":[],"label_agreement":null},{"id":"W4387767693","doi":"10.21065/25205951.7.14","title":"REMITTANCE AND THE RISE OF RURAL MIDDLE CLASS IN BANGLADESH","year":2022,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remittance; Middle class; Class (philosophy); Geography; Socioeconomics; Political science; Economic growth; Sociology; Economics; Computer science; Artificial intelligence","score_opus":0.008114466110582405,"score_gpt":0.23634888289119194,"score_spread":0.22823441678060952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387767693","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":[0.9912795,0.0043744785,0.00010533878,0.0028628793,0.00010787213,0.00014870465,0.000012486226,0.0000075433736,0.0011011942],"genre_scores_gemma":[0.9922911,0.0063098897,0.00017183652,0.00013108629,0.000015175199,0.000035045938,0.0000017030115,0.0000034572422,0.001040723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994871,0.000071259536,0.00012273657,0.00008737149,0.00011882515,0.00011268786],"domain_scores_gemma":[0.99969757,0.00006924279,0.00008590841,0.00008404105,0.00005303017,0.000010220424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927549,0.000049357113,0.000117534,0.000023527533,0.00028716374,0.000012377477,0.00009355066,0.000018768807,0.000013924247],"category_scores_gemma":[0.00007131404,0.00003970336,0.000011330214,0.0005125014,0.00035452895,0.0001297283,0.000044030858,0.000084852174,1.6662776e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00032978543,0.00006421219,0.014859525,0.000036022662,0.0000036766808,0.000004702582,0.028414793,0.005617349,0.00015247415,0.8904133,0.00011047972,0.059993714],"study_design_scores_gemma":[0.004816521,0.000039838455,0.1446885,0.000117669115,0.000011800358,0.0000050339363,0.034395162,0.012379045,0.000023348206,0.024230307,0.77892506,0.00036773473],"about_ca_topic_score_codex":0.0005371974,"about_ca_topic_score_gemma":0.0041557266,"teacher_disagreement_score":0.866183,"about_ca_system_score_codex":0.000019221916,"about_ca_system_score_gemma":0.000037751048,"threshold_uncertainty_score":0.23189929},"labels":[],"label_agreement":null},{"id":"W4387767738","doi":"10.21065/25205951.6.1","title":"THE IMPACT OF ABUSIVE SUPERVISION ON EMPLOYEEE WORK PLACE DEVIANCE, EMOTIONAL EXAUSTION, AND TURNOVER INTENTION","year":2021,"lang":"en","type":"article","venue":"Advanced Business and Finance","topic":"Job Satisfaction and Organizational Behavior","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":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deviance (statistics); Turnover intention; Psychology; Abusive supervision; Social psychology; Applied psychology; Job satisfaction; Mathematics; Statistics","score_opus":0.008971038579792779,"score_gpt":0.2358936354345256,"score_spread":0.22692259685473282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387767738","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":[0.99694914,0.00091588625,0.000900582,0.0006898563,0.0002584994,0.00011112389,0.0000067551377,0.000020331905,0.00014783422],"genre_scores_gemma":[0.9983002,0.0008668247,0.00017054981,0.00015485783,0.00011457011,0.0000077616505,0.000041478103,0.000015394431,0.0003283755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992705,0.000006887112,0.00019874278,0.0002320942,0.00015580004,0.00013599974],"domain_scores_gemma":[0.9989292,0.000060339193,0.00013786643,0.00013210533,0.0007333693,0.0000071389804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007151013,0.00013605962,0.00014393737,0.000057874928,0.00028077207,0.00010970879,0.000055989498,0.000047071302,0.000054536704],"category_scores_gemma":[0.00017720365,0.00009830346,0.000036360416,0.00076170923,0.000081544065,0.00069212116,0.00006515638,0.000084105784,0.000014170812],"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":[0.00041806148,0.00018964341,0.81706613,0.0001164523,0.000034331173,0.000014913663,0.0000558432,0.005590731,0.002829585,0.046486206,0.0017250818,0.12547304],"study_design_scores_gemma":[0.0005554266,0.00000948212,0.9910907,0.00018542721,0.000012819549,0.0000058242695,0.000040876017,0.00013143009,0.00009391804,0.0011640247,0.006587746,0.00012232545],"about_ca_topic_score_codex":0.000050346174,"about_ca_topic_score_gemma":0.000046318757,"teacher_disagreement_score":0.17402458,"about_ca_system_score_codex":0.000024001438,"about_ca_system_score_gemma":0.000029834617,"threshold_uncertainty_score":0.40086988},"labels":[],"label_agreement":null}]}