{"meta":{"query_hash":"0e6049475c09","filters":{"venue":"Account and Financial Management Journal"},"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/0e6049475c09","api":"https://metacan.xera.ac/api/v1/cohort?venue=Account+and+Financial+Management+Journal"},"results":[{"id":"W4220679157","doi":"10.47191/afmj/v7i3.04","title":"Manager Attributes, Firm Characteristics, and Audit Committee Independence: Evidence from the Canadian Context","year":2022,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Auditing, Earnings Management, Governance","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":"Audit committee; Accounting; Independence (probability theory); Auditor independence; Business; Audit; Remuneration; Joint audit; Chief audit executive; Audit evidence; Context (archaeology); Internal audit; Sample (material); Finance","score_opus":0.014481983143976754,"score_gpt":0.20367283839129094,"score_spread":0.1891908552473142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220679157","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":[0.91918963,0.007286958,0.013404856,0.040432908,0.005703779,0.0022440688,0.00021074185,0.00021655264,0.011310513],"genre_scores_gemma":[0.97984135,0.0009421981,0.00007951516,0.015516606,0.002060774,0.000069839996,0.000041857806,0.000042494783,0.001405337],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970861,0.00005666938,0.000550646,0.00056071504,0.0010276897,0.00071817805],"domain_scores_gemma":[0.9948848,0.00014559462,0.0043335706,0.00039213314,0.00017245024,0.00007143786],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018682474,0.0003740642,0.0003633806,0.00031277523,0.004042888,0.0019111775,0.0010316875,0.00008245612,0.0011807944],"category_scores_gemma":[0.0015115289,0.00033575704,0.0000928663,0.0005416944,0.00018996968,0.0015397852,0.0017723076,0.0011809032,0.00012084553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107463595,0.000047067755,0.4569587,0.00010102318,0.00012615597,0.0006558154,0.00038511795,0.000023515586,0.000005015892,0.028221231,0.16217446,0.35119444],"study_design_scores_gemma":[0.0004113183,0.00001557605,0.44911754,0.00010320185,0.000117734206,0.000015451635,0.00051795604,0.00016704017,2.0860456e-7,0.0035933035,0.54567003,0.0002706392],"about_ca_topic_score_codex":0.060225073,"about_ca_topic_score_gemma":0.05674276,"teacher_disagreement_score":0.38349557,"about_ca_system_score_codex":0.00030658024,"about_ca_system_score_gemma":0.00009483415,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W4304698083","doi":"10.47191/afmj/v7i10.01","title":"The Working Poor in Serbia, 2006-2022","year":2022,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Minimum wage; Recession; Working class; Poverty; Cost of living; Unemployment; Working poor; Economics; Standard of living; Value (mathematics); Wage; Labour economics; Government (linguistics); Business; Development economics; Market economy; Economic growth; Political science","score_opus":0.028555344388868975,"score_gpt":0.32500992537950246,"score_spread":0.2964545809906335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304698083","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":[0.8504621,0.010305694,0.00012445838,0.03539826,0.007947951,0.0015219447,0.000013612381,0.00006982803,0.09415618],"genre_scores_gemma":[0.9782366,0.0042585884,0.000026184303,0.003601199,0.00077405514,0.00023948104,0.0000029279652,0.000017064525,0.012843913],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984456,0.00019985712,0.00039400934,0.0001471137,0.00033152834,0.00048191118],"domain_scores_gemma":[0.9995268,0.0001263317,0.00017724586,0.00010375316,0.000029032697,0.0000368504],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017635867,0.000110544934,0.00014609956,0.00013775301,0.006010206,0.000044859495,0.00024330968,0.000029602532,0.00026254033],"category_scores_gemma":[0.000033947952,0.000082462386,0.000044018645,0.00030500517,0.000035671117,0.00009559268,0.00069749204,0.0008970928,0.00001591577],"study_design_candidate":"not_applicable","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":[0.00023020699,0.000062774445,0.6580574,0.000041834573,0.000045820718,0.00016224368,0.0029930316,0.000012083399,0.000003870859,0.057088517,0.15245862,0.12884359],"study_design_scores_gemma":[0.0006777049,0.000039718954,0.22368106,0.00004210379,0.000015041917,0.0000036928834,0.0056418497,0.000010578952,7.890735e-8,0.01128666,0.75851,0.00009153715],"about_ca_topic_score_codex":0.00009335073,"about_ca_topic_score_gemma":0.00062540226,"teacher_disagreement_score":0.6060513,"about_ca_system_score_codex":0.00016267646,"about_ca_system_score_gemma":0.00004345255,"threshold_uncertainty_score":0.99528384},"labels":[],"label_agreement":null},{"id":"W4321458325","doi":"10.47191/afmj/v8i2.03","title":"Time Series Analysis in American Stock Market Recovering in Post COVID-19 Pandemic Period","year":2023,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Stock Market Forecasting Methods","field":"Decision 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":"University of Toronto","funders":"","keywords":"Stock market; Market liquidity; Coronavirus disease 2019 (COVID-19); Pandemic; Debt; Economic shortage; Economics; Stock (firearms); Time series; Financial economics; Stock exchange; Business; Financial crisis; Financial system; Monetary economics; Finance; Geography; Computer science; Macroeconomics","score_opus":0.05897962902834601,"score_gpt":0.36768557668679114,"score_spread":0.3087059476584451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321458325","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":[0.9893403,0.00009727506,0.0025014107,0.0009773913,0.00026653212,0.00023428703,0.000014122882,0.000050784456,0.0065178904],"genre_scores_gemma":[0.97905093,0.0008325939,0.004972971,0.0009777922,0.0002544358,0.000046166057,0.000008718586,0.00003367745,0.013822684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967176,0.0004744644,0.0008761102,0.0005152326,0.0009015886,0.00051503285],"domain_scores_gemma":[0.9981589,0.00085550715,0.0004147261,0.00031072026,0.0000918253,0.00016837608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012199648,0.00021040959,0.00057601783,0.0032834748,0.00028975026,0.00048817866,0.00060552655,0.00006371056,0.0012407061],"category_scores_gemma":[0.0055521177,0.00018239967,0.00016168514,0.007244712,0.00016599227,0.00057985564,0.0004410186,0.00035823768,0.00008780975],"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":[0.00035358124,0.000020496273,0.62121445,0.000010661834,0.00005277218,0.00038704317,0.0007750047,0.0006642508,0.000009407386,0.000051910018,0.003213048,0.37324739],"study_design_scores_gemma":[0.00055653456,0.000085163505,0.95234257,0.000020970921,0.00006387816,0.00006126999,0.0016278957,0.004651719,1.8169264e-7,0.0064410944,0.033930812,0.00021790882],"about_ca_topic_score_codex":0.00015557659,"about_ca_topic_score_gemma":0.0013118415,"teacher_disagreement_score":0.3730295,"about_ca_system_score_codex":0.00026754494,"about_ca_system_score_gemma":0.000119236516,"threshold_uncertainty_score":0.9996723},"labels":[],"label_agreement":null},{"id":"W4323310917","doi":"10.47191/afmj/v8i3.01","title":"The The Auditing Analytical Procedures at the Beginning and Completion Phases of Engagement Toeing Discourse Analysis","year":2023,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Audit; Legitimacy; Theme (computing); Pleasure; Perspective (graphical); Sociology; Originality; Discourse analysis; Public relations; Accounting; Psychology; Business; Political science; Qualitative research; Social science; Law; Linguistics; Computer science","score_opus":0.01524840232572492,"score_gpt":0.25466444569553554,"score_spread":0.23941604336981062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323310917","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":[0.9581208,0.0008432039,0.021767711,0.010836682,0.00046653688,0.00073775655,0.0000061869546,0.00009634789,0.007124731],"genre_scores_gemma":[0.9951386,0.0013414265,0.00003503423,0.0009959819,0.0010525488,0.00004060959,0.000013454251,0.000024652867,0.0013576882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975997,0.000054215867,0.00060037605,0.00036384232,0.00082024804,0.0005615802],"domain_scores_gemma":[0.99449587,0.0003437982,0.00467405,0.00031477222,0.00014927742,0.000022235845],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032334293,0.0002798877,0.00032190903,0.00036513957,0.0038137292,0.0010849754,0.0005657449,0.00004021394,0.000070133356],"category_scores_gemma":[0.0021823205,0.00015584384,0.00018235507,0.001759577,0.00047273844,0.00064728956,0.0012667512,0.00040438748,0.000021534139],"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":[0.0002802453,0.00011935625,0.22295743,0.000576671,0.0019495133,0.00014562866,0.0016347998,0.0045262533,0.000093744515,0.23870786,0.0722118,0.4567967],"study_design_scores_gemma":[0.0009000859,0.000031451604,0.53664464,0.00022908111,0.0022629849,0.000011702417,0.006032085,0.015885223,0.0000060345233,0.0054234415,0.4321553,0.00041799288],"about_ca_topic_score_codex":0.00010202651,"about_ca_topic_score_gemma":0.00026431735,"teacher_disagreement_score":0.4563787,"about_ca_system_score_codex":0.00006118962,"about_ca_system_score_gemma":0.000016899108,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W4411037356","doi":"10.47191/afmj/v10i5.03","title":"Bitcoin's Economic Relationships: Insights from a 10-Year Correlation Study","year":2025,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Correlation; Mathematics; Geometry","score_opus":0.008699141099592652,"score_gpt":0.21974748520313944,"score_spread":0.21104834410354678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411037356","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":[0.5908787,0.00045682714,0.39723566,0.0013170743,0.0006495482,0.00047124882,0.0000020117918,0.00011899725,0.008869924],"genre_scores_gemma":[0.9956814,0.00011630282,0.0036118957,0.00013129765,0.00007490982,0.000028957016,0.0000020793864,0.000003010934,0.00035015063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992259,0.00004232943,0.00026097457,0.00025974988,0.00009093539,0.00012009398],"domain_scores_gemma":[0.99946743,0.000049811682,0.000112439906,0.00030496466,0.00003664114,0.000028684955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026463976,0.00009908072,0.000120416225,0.00029802107,0.00058947,0.00021992181,0.00043925075,0.000085092084,0.000018533232],"category_scores_gemma":[0.000018593537,0.00009502787,0.0000308943,0.0002795132,0.00003333027,0.0003424796,0.00026681833,0.0002884635,0.000059157646],"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":[0.000012528457,0.0001263344,0.024029585,0.0000030885355,0.000038707043,0.00001251425,0.00047857212,0.000037733294,0.0000016299476,0.9397269,0.0037291727,0.031803273],"study_design_scores_gemma":[0.0010857036,0.000067904555,0.35591298,0.000026187148,0.00005125636,0.0000036751817,0.00052150415,0.010672668,0.000004352525,0.578841,0.05264119,0.0001716248],"about_ca_topic_score_codex":0.000026487152,"about_ca_topic_score_gemma":0.000088692796,"teacher_disagreement_score":0.40480268,"about_ca_system_score_codex":0.00006441985,"about_ca_system_score_gemma":0.000038177182,"threshold_uncertainty_score":0.4533786},"labels":[],"label_agreement":null},{"id":"W4415609290","doi":"10.47191/afmj/v10i10.10","title":"Comparing the Returns of Holding Stocks in the Dow Jones Index Constant vs. Investing in the Actively Updated Dow Index","year":2025,"lang":"","type":"article","venue":"Account and Financial Management Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Sharpe ratio; Portfolio; Index (typography); Downside risk; Constant (computer programming); Recession; Index fund","score_opus":0.02982900093388362,"score_gpt":0.23331552665569183,"score_spread":0.2034865257218082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415609290","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":[0.9285732,0.004844854,0.00079425913,0.005346223,0.0012022257,0.0013634672,0.00003064129,0.000008382172,0.057836764],"genre_scores_gemma":[0.98990804,0.0068981326,0.000043748558,0.0027291458,0.0002249395,0.000058414695,0.000005048837,0.000018092029,0.00011445454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608606,0.0002790348,0.0020019542,0.00055118254,0.00027901176,0.0008027643],"domain_scores_gemma":[0.99758935,0.0003695135,0.0014027798,0.00050326384,0.00008890015,0.00004619753],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006208174,0.00048968976,0.0009140017,0.0010246214,0.0010422346,0.0011697786,0.0014705515,0.00023702085,0.000041810963],"category_scores_gemma":[0.00028455225,0.00033164548,0.00019878446,0.002030434,0.0006316939,0.00091994886,0.00042475303,0.0016645322,0.0000033757444],"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":[0.0002907253,0.00020177061,0.5213771,0.00015267835,0.00008492006,0.00004926415,0.0042777644,0.00027122514,0.000002790358,0.46848458,0.0016068441,0.0032003864],"study_design_scores_gemma":[0.0019322145,0.00012550534,0.85122144,0.00064592954,0.00006162186,0.000020458721,0.010831269,0.0031639342,0.0000023792097,0.11330555,0.018341603,0.00034808394],"about_ca_topic_score_codex":0.000990095,"about_ca_topic_score_gemma":0.0013720947,"teacher_disagreement_score":0.355179,"about_ca_system_score_codex":0.00021028957,"about_ca_system_score_gemma":0.00016985668,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null}]}