{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":48,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":48,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"70188744c6b7","filters":{"venue":"Journal of Management Accounting Research"}},"results":[{"id":"W3124328514","doi":"10.2308/jmar-50726","title":"The Moderating Effect of Prior Sales Changes on Asymmetric Cost Behavior","year":2014,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":322,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Economics; Phenomenon; Microeconomics; Empirical research; Econometrics; Mathematics; Statistics","authors":[{"name":"Rajiv D. Banker","is_ca":false},{"name":"Dmitri Byzalov","is_ca":false},{"name":"Mustafa Ciftci","is_ca":false},{"name":"Raj Mashruwala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1771256799378747,"gpt":0.4798260455893569,"spread":0.3027003656514822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881934,0.0002747686,0.0004061621,0.0005288593,0.0003481956,0.002006372,0.0003953358,0.0008180434,0.01418867],"category_scores_gemma":[0.02923846,0.0002017907,0.0002577569,0.0004936457,0.0005228631,0.0009017448,0.0006628191,0.001125325,0.0005441617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706719,"about_ca_system_score_gemma":0.0004305536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583616,"about_ca_topic_score_gemma":0.003605343,"domain_scores_codex":[0.9990057,0.0004449793,0.00006828217,0.0001657183,0.0001876994,0.000127712],"domain_scores_gemma":[0.9376783,0.04330502,0.01309887,0.002733012,0.001089261,0.00209557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001940477,0.001282701,0.9337834,0.0001566772,0.0002874015,0.0004253246,0.0007849031,0.009686729,0.008306653,0.006850036,0.001175401,0.03532027],"study_design_scores_gemma":[0.00004338094,0.0002582296,0.9805517,0.00002197452,0.0001099753,0.00007545632,0.0003767974,0.01243008,0.001076646,0.00428212,0.0007437948,0.00002983244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952273,0.0001023419,0.0008519914,0.0003293086,0.000007933291,0.00001328754,0.0001584019,0.00001702982,0.003292391],"genre_scores_gemma":[0.9994155,0.00002929361,0.000147357,0.00002111673,0.000008229088,0.000003345769,0.00005589214,0.000004148086,0.0003151307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418867,"threshold_uncertainty_score":0.04746586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065484114","doi":"10.2308/jmar.2004.16.1.183","title":"Determinants of Customer Loyalty and Financial Performance","year":2004,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":233,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Loyalty business model; Customer equity; Business; Customer retention; Marketing; Customer profitability; Customer delight; Customer advocacy; Loyalty; Customer satisfaction; Customer to customer; Customer lifetime value; Profitability index; Industrial organization; Finance; Service quality; Service (business)","authors":[{"name":"Rodney E. Smith","is_ca":false},{"name":"William F. Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.044151642848537,"gpt":0.324099157096814,"spread":0.279947514248277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303289,0.0001676858,0.0002087049,0.001206284,0.000402722,0.001596348,0.0002678651,0.0007887182,0.004086979],"category_scores_gemma":[0.009583094,0.0001338265,0.0002320083,0.001260619,0.0005920178,0.0008124587,0.0008181889,0.0009685239,0.0004823433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195977,"about_ca_system_score_gemma":0.0005548487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006074262,"about_ca_topic_score_gemma":0.004917862,"domain_scores_codex":[0.9988214,0.0004596054,0.00006843482,0.00009336641,0.0002458367,0.0003112638],"domain_scores_gemma":[0.9893289,0.005191229,0.002699072,0.0002379865,0.001479123,0.001063628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009352274,0.0002767852,0.9638242,0.00004535188,0.00009133303,0.00008716513,0.0003401341,0.001297114,0.0002060111,0.004945952,0.0007387869,0.02805371],"study_design_scores_gemma":[0.000005921982,0.0001173078,0.989641,0.00003507763,0.00003919729,0.0001876283,0.0006435934,0.004163435,0.0002498798,0.003918061,0.0009823182,0.0000165313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867295,0.0006796346,0.001043686,0.0007222399,0.00001018692,0.00001922045,0.0001883534,0.00001170303,0.01059538],"genre_scores_gemma":[0.9993357,0.0001124242,0.00009350467,0.0000496422,0.00001064657,0.000004089171,0.00008053415,0.00000115025,0.0003123387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006074262,"threshold_uncertainty_score":0.01367229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123235805","doi":"10.2308/jmar-51411","title":"Audited Financial Reporting and Voluntary Disclosure of Corporate Social Responsibility (CSR) Reports","year":2016,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Corporate social responsibility; Credibility; Accounting; Business; Audit; Quality audit; Voluntary disclosure; Earnings; Public relations","authors":[{"name":"Long Chen","is_ca":false},{"name":"Bin Srinidhi","is_ca":false},{"name":"Albert Tsang","is_ca":true},{"name":"Wei Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04397076863179945,"gpt":0.3017980372741328,"spread":0.2578272686423334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058476,0.0001637294,0.0001821114,0.001556509,0.000390735,0.002255211,0.0005263566,0.0006926476,0.002332508],"category_scores_gemma":[0.1341748,0.0001602893,0.0002362779,0.001466109,0.001061642,0.001428548,0.001470996,0.001134801,0.0001885343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007983758,"about_ca_system_score_gemma":0.001031281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436206,"about_ca_topic_score_gemma":0.002615373,"domain_scores_codex":[0.9889135,0.005134279,0.001274352,0.0005200183,0.003590944,0.0005668449],"domain_scores_gemma":[0.4612676,0.1455365,0.3517503,0.01505779,0.0201365,0.006251257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001598658,0.0002335105,0.9710318,0.00007571653,0.0001250984,0.0001204177,0.00119666,0.001090977,0.0005865653,0.002457152,0.0005166266,0.02240552],"study_design_scores_gemma":[0.00001154365,0.0001864017,0.9902121,0.0001189322,0.00003836871,0.0002663842,0.001376324,0.002843937,0.0005586446,0.002893372,0.001463036,0.00003087391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933226,0.0003596524,0.0007460142,0.0008090929,0.00002549878,0.00001518783,0.00009771038,0.00001556872,0.0046088],"genre_scores_gemma":[0.9995951,0.00004904781,0.0001325141,0.00001954818,0.0000178001,0.000001989853,0.00002952183,0.000001381874,0.0001531166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058476,"threshold_uncertainty_score":0.05597824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2378963211","doi":"10.2308/jmar-51476","title":"The Influence of the Eco-Control Package on Environmental and Economic Performance: A Natural Resource-Based Approach","year":2016,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Environmental scanning; Control (management); Business; Resource (disambiguation); Sample (material); Natural resource; Set (abstract data type); Environmental economics; Stakeholder; Environmental resource management; Environmental management system; Industrial organization; Computer science; Economics; Ecology; Management","authors":[{"name":"Marc Journeault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00849322007808475,"gpt":0.2240740844397175,"spread":0.2155808643616328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002678074,0.0003308623,0.0003807616,0.002448914,0.001216638,0.003162214,0.0008404604,0.0005594954,0.004509872],"category_scores_gemma":[0.01090118,0.0001369799,0.0008561535,0.002457216,0.0033904,0.001128514,0.002250456,0.0008011395,0.0001555674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008421985,"about_ca_system_score_gemma":0.007024566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.220699,"about_ca_topic_score_gemma":0.277071,"domain_scores_codex":[0.995701,0.002026048,0.0001025814,0.0003111638,0.001284671,0.0005745674],"domain_scores_gemma":[0.9742696,0.01518496,0.00533683,0.001015233,0.002534881,0.0016585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165961,0.0008597673,0.962372,0.0001045312,0.0006349652,0.0002401587,0.001565843,0.004000687,0.0009217458,0.009599708,0.0004705205,0.01891342],"study_design_scores_gemma":[0.000007868901,0.0001657208,0.992466,0.00003365962,0.00009800616,0.00001753434,0.001554961,0.002980701,0.0002548611,0.001267364,0.001138834,0.00001454591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804507,0.0002540128,0.0007849557,0.0005011586,0.000007598821,0.00005675901,0.0001524338,0.000009568468,0.0177828],"genre_scores_gemma":[0.9993744,0.00004980227,0.0001810607,0.00002420685,0.000003794729,0.000008229998,0.00003445747,0.000001645296,0.000322414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220699,"threshold_uncertainty_score":0.4388289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338524357","doi":"10.2308/jmar-51470","title":"Sustainability Reporting Driving Forces and Management Control Systems","year":2016,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Sustainability; Sustainability reporting; Business; Management control system; Stakeholder; Control (management); Accounting; Balance (ability); Sample (material); Marketing; Industrial organization; Public relations; Economics; Management; Political science; Psychology","authors":[{"name":"Irene M. Herremans","is_ca":true},{"name":"Jamal A. Nazari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04334425969672248,"gpt":0.3417300701207675,"spread":0.298385810424045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007022075,0.0003205778,0.0002097203,0.002939795,0.002954388,0.005600652,0.0008603648,0.0005089231,0.002965757],"category_scores_gemma":[0.03036269,0.0002623861,0.0002567461,0.002670078,0.002795344,0.001279968,0.002128674,0.000659558,0.000149568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01228642,"about_ca_system_score_gemma":0.01245885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4011406,"about_ca_topic_score_gemma":0.3430108,"domain_scores_codex":[0.9921966,0.001521628,0.0004927006,0.0005925421,0.003776264,0.001420232],"domain_scores_gemma":[0.9687784,0.01162491,0.008681738,0.001381986,0.007847912,0.001684981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009307947,0.0001210828,0.8915516,0.000152206,0.00006015608,0.0003071693,0.04256278,0.0009485543,0.002759674,0.01039477,0.0007988414,0.05025014],"study_design_scores_gemma":[0.000009727345,0.00006753558,0.9412047,0.00009738415,0.00002474578,0.00008047018,0.04265907,0.002302739,0.001487028,0.001439839,0.01058023,0.00004650692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836078,0.0001369078,0.001177995,0.00064251,0.00000891705,0.00008098833,0.000102013,0.00002624278,0.01421659],"genre_scores_gemma":[0.9992106,0.00004226954,0.0002809114,0.00002423739,0.000003070742,0.000006625874,0.00003263136,0.000002788085,0.0003968581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4011406,"threshold_uncertainty_score":0.7976114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122125369","doi":"10.2308/jmar.2001.13.1.91","title":"Referent Cognitions and Budgetary Fairness: A Research Note","year":2001,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Incentive; Budget process; Process (computing); Referent; Business; Task (project management); Economics; Microeconomics; Accounting; Public economics; Actuarial science; Computer science; Political science; Law; Management","authors":[{"name":"Theresa Libby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09133265977420571,"gpt":0.3647738073710686,"spread":0.2734411475968629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01591796,0.0004485041,0.000396393,0.0009948811,0.001502894,0.004070758,0.0008488654,0.001195419,0.003027936],"category_scores_gemma":[0.05055312,0.0003020926,0.000423565,0.0008619065,0.004615085,0.003978538,0.002259864,0.002083566,0.0001574903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682909,"about_ca_system_score_gemma":0.001405892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976756,"about_ca_topic_score_gemma":0.001440783,"domain_scores_codex":[0.9889737,0.006273464,0.0003400438,0.001063113,0.00282824,0.0005213371],"domain_scores_gemma":[0.9505569,0.03294971,0.008280734,0.003687662,0.00273471,0.001790218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003501401,0.004883452,0.3639753,0.001168079,0.0005177422,0.0006785386,0.1088675,0.00641027,0.02419791,0.2823005,0.001727833,0.2017714],"study_design_scores_gemma":[0.0005510605,0.003173364,0.6648807,0.0003993017,0.000380968,0.0007414072,0.02834076,0.01498831,0.01137399,0.2613929,0.01347487,0.0003024162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589241,0.0006371502,0.0122988,0.001425835,0.00006972469,0.00004608384,0.00001897548,0.00002861528,0.0265507],"genre_scores_gemma":[0.9971974,0.00008661734,0.002140545,0.0001038502,0.00003000521,0.00001469164,0.000007418823,0.000008891474,0.0004105682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591796,"threshold_uncertainty_score":0.08418328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123838817","doi":"10.2308/jmar-51073","title":"Implications of Cost Behavior for Analysts' Earnings Forecasts","year":2015,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Earnings; Economics; Work (physics); Econometrics; Earnings management; Process (computing); Implicit cost; Actuarial science; Business; Accounting; Computer science; Total cost","authors":[{"name":"Mustafa Ciftci","is_ca":false},{"name":"Raj Mashruwala","is_ca":true},{"name":"Dan Weiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08334363571303395,"gpt":0.35732473112344,"spread":0.2739810954104061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004105482,0.0003329676,0.0003236978,0.0009874668,0.0003329114,0.002417137,0.0004165999,0.0009050264,0.001890632],"category_scores_gemma":[0.06268085,0.0002256346,0.0002447806,0.0006580223,0.0006335911,0.001653745,0.000726174,0.0008750295,0.0001746491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552745,"about_ca_system_score_gemma":0.0005474971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009603881,"about_ca_topic_score_gemma":0.007359696,"domain_scores_codex":[0.9979154,0.0008292032,0.0001573078,0.0003168203,0.0006032162,0.0001779869],"domain_scores_gemma":[0.93745,0.03676942,0.01991553,0.002229313,0.002650032,0.0009856833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007151797,0.0002458596,0.7724015,0.00007986174,0.0002344694,0.0003194753,0.001175732,0.1482448,0.002963195,0.0142281,0.002041168,0.05735075],"study_design_scores_gemma":[0.00005865123,0.0002807053,0.5511082,0.00006469854,0.0001054129,0.0001272817,0.001231133,0.3986284,0.002364225,0.04479771,0.001129405,0.0001041742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892295,0.0001639366,0.004968097,0.0009565705,0.00001740398,0.00002341769,0.0001878929,0.00005175947,0.00440146],"genre_scores_gemma":[0.9994279,0.0000214344,0.0003561573,0.00002050926,0.000006760934,0.000002296196,0.00002533754,0.000001856341,0.000137729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009603881,"threshold_uncertainty_score":0.02171212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101848836","doi":"10.2308/jmar.2008.20.1.153","title":"Contracting Frame and Individual Behavior: Experimental Evidence","year":2008,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Wilfrid Laurier University","funders":"","keywords":"Incentive; Framing (construction); Payment; Microeconomics; Framing effect; Affect (linguistics); Prospect theory; Economics; Business; Actuarial science; Social psychology; Finance; Psychology; Persuasion","authors":[{"name":"Bryan K. Church","is_ca":false},{"name":"Theresa Libby","is_ca":true},{"name":"Ping Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2856676557814522,"gpt":0.4767815742491348,"spread":0.1911139184676826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01187212,0.0007445066,0.0007715417,0.0005205683,0.0009208864,0.002166274,0.001311279,0.001613883,0.01462136],"category_scores_gemma":[0.04569965,0.0006225524,0.00042006,0.0004951202,0.002058367,0.001596977,0.001335977,0.001873068,0.001156575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008190816,"about_ca_system_score_gemma":0.0005513193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007481014,"about_ca_topic_score_gemma":0.0004699362,"domain_scores_codex":[0.9922507,0.004847999,0.000500917,0.0009317657,0.001173188,0.0002954289],"domain_scores_gemma":[0.8930585,0.07644607,0.01665901,0.00996626,0.001687367,0.002182727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.09747709,0.2543751,0.234083,0.003000623,0.002365717,0.0006667828,0.01131111,0.01128133,0.1084056,0.07640762,0.007500133,0.1931259],"study_design_scores_gemma":[0.02345996,0.1228433,0.6089734,0.001100843,0.002411746,0.001035348,0.004987622,0.05877315,0.05157261,0.100284,0.02380899,0.0007489482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861551,0.0001870872,0.002009623,0.0002485573,0.00005931457,0.0002526177,0.0001414516,0.00002602242,0.0109201],"genre_scores_gemma":[0.9920672,0.0002071435,0.004654021,0.0003401281,0.00005416228,0.0006185606,0.0001870251,0.00002480262,0.001846879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462136,"threshold_uncertainty_score":0.06278646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059606874","doi":"10.2308/jmar-50435","title":"Complacency and Giving Up Across Repeated Tournaments: Evidence from the Field","year":2013,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Tournament; Incentive; Competition (biology); Dysfunctional family; Reservation; Psychology; Task (project management); Promotion (chess); Microeconomics; Test (biology); Economics; Social psychology; Marketing; Business; Computer science; Political science; Management; Mathematics","authors":[{"name":"L. L. Berger","is_ca":true},{"name":"Kenneth J. Klassen","is_ca":true},{"name":"Theresa Libby","is_ca":true},{"name":"Alan Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1282561045040337,"gpt":0.4685568373153231,"spread":0.3403007328112894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01436257,0.0003233039,0.0007043935,0.002477904,0.00241721,0.003089438,0.001651045,0.001357398,0.005915229],"category_scores_gemma":[0.04284124,0.0004542852,0.0003992413,0.002413514,0.003908197,0.001087774,0.001626653,0.001430073,0.0006143803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089956,"about_ca_system_score_gemma":0.001050209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153543,"about_ca_topic_score_gemma":0.01268421,"domain_scores_codex":[0.9928012,0.003713729,0.000390631,0.0009097205,0.001532276,0.000652419],"domain_scores_gemma":[0.8579816,0.05803746,0.04936682,0.01469202,0.009064083,0.01085807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001402938,0.003384513,0.9588758,0.00009235348,0.0002605905,0.0001797914,0.004534041,0.0003282266,0.0007332926,0.001075249,0.001171685,0.02796158],"study_design_scores_gemma":[0.00004360359,0.0003976651,0.996126,0.00002283581,0.00002036824,0.0000374671,0.002011891,0.0002095909,0.00009449802,0.0004331046,0.0005832185,0.00001972134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974412,0.0001380628,0.0001056934,0.0001284921,0.000013215,0.00001756834,0.00004238433,0.000002481379,0.002111076],"genre_scores_gemma":[0.9990764,0.0001007109,0.000139189,0.00008574589,0.00002303951,0.00001630434,0.00008119032,0.000002777139,0.0004746743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436257,"threshold_uncertainty_score":0.07595748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143422143","doi":"10.2308/jmar-18-055","title":"CFO Overconfidence and Cost Behavior","year":2021,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Overconfidence effect; Incentive; Agency cost; Resource (disambiguation); Agency (philosophy); Microeconomics; Sample (material); Principal–agent problem; Resource dependence theory; Business; Economics; Actuarial science; Psychology; Finance; Social psychology; Corporate governance; Computer science","authors":[{"name":"Clara Xiaoling Chen","is_ca":false},{"name":"Julia Nasev","is_ca":false},{"name":"Steve Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06744097859839891,"gpt":0.3283672649714869,"spread":0.260926286373088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003880893,0.0001983838,0.0002020666,0.001265116,0.0004494733,0.001163883,0.0002944471,0.0003630961,0.002755976],"category_scores_gemma":[0.02590353,0.0001217866,0.0002048264,0.0009054646,0.0004600024,0.0005638032,0.0006220844,0.0007803317,0.0001547584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523305,"about_ca_system_score_gemma":0.0003871331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647625,"about_ca_topic_score_gemma":0.007372303,"domain_scores_codex":[0.9981145,0.0005639155,0.0002241273,0.0001956768,0.000682854,0.0002188844],"domain_scores_gemma":[0.9270396,0.02151838,0.04133777,0.003308839,0.002959329,0.003836138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005510848,0.00005482818,0.9962323,0.000004198792,0.00002014978,0.0000233166,0.0001090759,0.0001734344,0.00009901314,0.00009388575,0.00008375733,0.003051001],"study_design_scores_gemma":[0.000003698313,0.00005889692,0.9983463,0.00000661835,0.000005132617,0.00004672461,0.0002699751,0.0007209241,0.0001075944,0.0002134386,0.0002154426,0.000005380296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987293,0.00005981335,0.0001278632,0.00009061086,0.000002978173,0.000006319607,0.00004935075,0.00000198083,0.0009318829],"genre_scores_gemma":[0.9997997,0.00001320815,0.00004338747,0.00001741218,0.00000465407,0.000001274077,0.00003161287,5.714626e-7,0.00008827374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005647625,"threshold_uncertainty_score":0.02052432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125269576","doi":"10.2308/jmar-51392","title":"Investor Reactions to Company Disclosure of High CEO Pay and High CEO-to-Employee Pay Ratio: An Experimental Investigation","year":2016,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Perception; Executive compensation; Investment (military); Accounting; Finance; Psychology; Corporate governance; Law","authors":[{"name":"Khim Kelly","is_ca":true},{"name":"Jean Lin Seow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05419947304051748,"gpt":0.3048602415897282,"spread":0.2506607685492107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005091988,0.0006802878,0.0005678318,0.0003199031,0.001034896,0.002547513,0.000802926,0.001794554,0.01066748],"category_scores_gemma":[0.0251983,0.0006186031,0.0003900796,0.000224444,0.001507054,0.001167736,0.001129928,0.002878628,0.0007341463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005985901,"about_ca_system_score_gemma":0.000550551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005378216,"about_ca_topic_score_gemma":0.0004546499,"domain_scores_codex":[0.9971311,0.001403543,0.0003153621,0.0003710331,0.0005125324,0.0002664351],"domain_scores_gemma":[0.9478759,0.03470467,0.01051283,0.004575504,0.0007150657,0.001615991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1178546,0.5165331,0.1371394,0.0008262164,0.0006031127,0.001362184,0.02027111,0.002087654,0.1368511,0.01324684,0.003365732,0.04985901],"study_design_scores_gemma":[0.04128905,0.3859379,0.4513976,0.0002924452,0.001392285,0.001070958,0.01303827,0.01835858,0.06518041,0.01165554,0.009901659,0.0004852166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984372,0.00001551363,0.0001008891,0.00008079261,0.00001981098,0.0001091567,0.00002820021,0.000005239384,0.001203234],"genre_scores_gemma":[0.9964216,0.00004853207,0.0007403338,0.0001729455,0.00005481402,0.0005144746,0.00005939982,0.000005296117,0.001982721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066748,"threshold_uncertainty_score":0.03568625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156914104","doi":"10.2308/jmar-50729","title":"The Interactive Effects of <i>Ex Post</i> Goal Adjustment and Goal Difficulty on Performance","year":2014,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ex-ante; Goal setting; Procedural justice; Psychology; Goal orientation; Perception; Social psychology; Economics","authors":[{"name":"Khim Kelly","is_ca":false},{"name":"Rick Webb","is_ca":true},{"name":"Thomas W. Vance","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019209533930007,"gpt":0.2746021449263975,"spread":0.2644100495870974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360421,0.000328698,0.0002769693,0.0003744826,0.0003908274,0.001851718,0.0005469981,0.0005454801,0.005325482],"category_scores_gemma":[0.01979588,0.0002146936,0.0003029596,0.0003543083,0.000621074,0.0006875274,0.001241647,0.00149511,0.0003667673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704101,"about_ca_system_score_gemma":0.0003970855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714176,"about_ca_topic_score_gemma":0.001465157,"domain_scores_codex":[0.9981326,0.0009173667,0.0001401458,0.0002446952,0.000347648,0.0002174831],"domain_scores_gemma":[0.9537719,0.03165828,0.007827613,0.002320146,0.001328614,0.003093556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005989842,0.007328947,0.8941341,0.0002497577,0.0005293692,0.0003167768,0.003341882,0.005034763,0.04024071,0.002555575,0.001041184,0.03923713],"study_design_scores_gemma":[0.00003336523,0.001021905,0.9944286,0.00001240204,0.00004533441,0.0000309522,0.0003944847,0.001528692,0.001742986,0.0004146551,0.0003218868,0.00002473058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972594,0.00002526352,0.0003250352,0.00005563684,0.000006291059,0.00001604769,0.00004062954,0.00001732506,0.002254385],"genre_scores_gemma":[0.9991198,0.00001368805,0.0003560272,0.00001812048,0.000004579766,0.00001782067,0.00004894199,0.00001204831,0.0004089758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005325482,"threshold_uncertainty_score":0.01781553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109993882","doi":"10.2308/jmar.2010.22.1.209","title":"Factors Affecting Goal Difficulty and Performance When Employees Select Their Own Performance Goals: Evidence from the Field","year":2010,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Goal setting; Set (abstract data type); Psychology; Affect (linguistics); Performance management; Goal orientation; Test (biology); Impression management; Field (mathematics); Applied psychology; Marketing; Social psychology; Business; Computer science","authors":[{"name":"Alan Webb","is_ca":true},{"name":"Scott A. Jeffrey","is_ca":false},{"name":"Axel Schulz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04893745974125169,"gpt":0.3108760593567363,"spread":0.2619385996154846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008539343,0.000239155,0.0003247964,0.001219251,0.0009460039,0.002194931,0.0005962597,0.0008045915,0.002669162],"category_scores_gemma":[0.02431164,0.000345391,0.0002908921,0.001007857,0.00186393,0.0008416569,0.001004333,0.0008380269,0.0003842826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006953,"about_ca_system_score_gemma":0.0008664561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639179,"about_ca_topic_score_gemma":0.00422846,"domain_scores_codex":[0.9963977,0.001746131,0.0002401791,0.0004146311,0.0009096782,0.0002915472],"domain_scores_gemma":[0.9322776,0.04430398,0.01400953,0.003772553,0.003117579,0.002518768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003363054,0.0008776904,0.9729748,0.0001014115,0.00009779711,0.00006625429,0.004792683,0.0002173588,0.0006042832,0.0005012394,0.0003120487,0.01911809],"study_design_scores_gemma":[0.00001521425,0.0001859392,0.996321,0.00002942297,0.00001424809,0.00003734322,0.002282731,0.0002277117,0.0001628461,0.000324958,0.0003855711,0.0000130925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985189,0.0002045421,0.0001253948,0.00007517021,0.000004131492,0.000006047892,0.00001546203,0.00000164048,0.001048764],"genre_scores_gemma":[0.9995409,0.0001197591,0.0001165345,0.00005220227,0.000005599079,0.000005930608,0.00002990583,0.000002132628,0.0001270314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008539343,"threshold_uncertainty_score":0.04516095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974175148","doi":"10.2308/jmar-50160","title":"Subordinates as the First Line of Defense against Biased Financial Reporting","year":2012,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Opportunism; Compliance (psychology); Compensation (psychology); Task (project management); Incentive; Quality (philosophy); Control (management); Business; Perception; Line management; Public relations; Psychology; Social psychology; Microeconomics; Economics; Management","authors":[{"name":"S. Jane Jollineau","is_ca":false},{"name":"Thomas W. Vance","is_ca":false},{"name":"Alan Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04328903377551849,"gpt":0.3106156500611235,"spread":0.267326616285605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006353728,0.0003618109,0.0003134691,0.000724719,0.0009284194,0.002333769,0.000503493,0.0005859623,0.004497773],"category_scores_gemma":[0.02337524,0.0002048224,0.0001906944,0.000296057,0.001105943,0.0007108197,0.001321755,0.000734202,0.0003853826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006926209,"about_ca_system_score_gemma":0.0008153341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563671,"about_ca_topic_score_gemma":0.001578137,"domain_scores_codex":[0.9955299,0.002562085,0.0002394597,0.0003796284,0.0009465928,0.000342332],"domain_scores_gemma":[0.9599262,0.01290442,0.01440282,0.006518069,0.002865389,0.003383109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706392,0.001394584,0.6414801,0.0004657317,0.0002350566,0.001200368,0.03482405,0.002635903,0.08978182,0.04326175,0.00508351,0.1779307],"study_design_scores_gemma":[0.0003263726,0.002678986,0.8809899,0.0004848298,0.0002656807,0.001326546,0.01503053,0.01958417,0.02071053,0.0258088,0.03265854,0.0001350938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764106,0.000214691,0.004954393,0.0006927482,0.0000432916,0.00004577024,0.00001657887,0.00006535322,0.01755649],"genre_scores_gemma":[0.997771,0.00002656927,0.001069011,0.00009214373,0.00002688169,0.000009630778,0.00000810382,0.000006291394,0.0009902951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.999414,"threshold_uncertainty_score":0.03360212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123598089","doi":"10.2308/jmar-2020-079","title":"Information Quality and Workplace Safety","year":2021,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Bargaining power; Robustness (evolution); Business; Quality (philosophy); Occupational safety and health; Work (physics); Survey data collection; Actuarial science; Economics; Microeconomics; Medicine; Engineering","authors":[{"name":"Ole‐Kristian Hope","is_ca":true},{"name":"Danye Wang","is_ca":false},{"name":"Heng Yue","is_ca":false},{"name":"Jianyu Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03345973544481902,"gpt":0.3192232923852148,"spread":0.2857635569403958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005879452,0.0002339823,0.0005911923,0.002663264,0.0005114941,0.003675995,0.0003997596,0.0007874854,0.007945362],"category_scores_gemma":[0.06508758,0.0002073966,0.0006099613,0.003379279,0.001674324,0.001441696,0.001393798,0.00113757,0.000427314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382162,"about_ca_system_score_gemma":0.001111453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004370959,"about_ca_topic_score_gemma":0.002339385,"domain_scores_codex":[0.9932922,0.002734951,0.0006801754,0.0004869782,0.002119562,0.000686168],"domain_scores_gemma":[0.6900049,0.1707421,0.1122653,0.008999814,0.01184122,0.006146771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003359274,0.0004263739,0.957838,0.0002110444,0.0005135809,0.0001055573,0.0005561594,0.002438796,0.0003605099,0.006224884,0.0008415082,0.03014764],"study_design_scores_gemma":[0.00003618745,0.0004039426,0.9869866,0.000185718,0.0002263472,0.0001107417,0.0007048307,0.002329523,0.0007986691,0.006296183,0.001882023,0.00003926178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732032,0.002937554,0.003479708,0.002874745,0.00007347705,0.00005560023,0.0009623489,0.00004064841,0.01637276],"genre_scores_gemma":[0.9988702,0.0002742352,0.0002020889,0.00007703506,0.00004637051,0.000003910234,0.0001154297,0.000004834083,0.000405874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007945362,"threshold_uncertainty_score":0.03109384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808538281","doi":"10.2308/jmar-52152","title":"I Know Something You Don't Know: The Effect of Relative Performance Information and Individual Performance Incentives on Knowledge Sharing","year":2018,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Incentive; Knowledge sharing; Affect (linguistics); Productivity; Business; Knowledge management; Psychology; Marketing; Microeconomics; Economics; Computer science","authors":[{"name":"L. L. Berger","is_ca":true},{"name":"Krista Fiolleau","is_ca":true},{"name":"Carolyn MacTavish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05529968711759876,"gpt":0.3921728445227671,"spread":0.3368731574051683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00825884,0.0003636734,0.0005568938,0.0005700301,0.0008950714,0.001859635,0.0006301308,0.001133057,0.005006211],"category_scores_gemma":[0.050958,0.0003771616,0.00031123,0.0004346344,0.00146129,0.001799763,0.00162166,0.001022202,0.0003548262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009767807,"about_ca_system_score_gemma":0.001319261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009501377,"about_ca_topic_score_gemma":0.0008192554,"domain_scores_codex":[0.9933131,0.004586782,0.0003625154,0.000520487,0.0006424332,0.0005747103],"domain_scores_gemma":[0.8553345,0.1067711,0.02522438,0.006295297,0.001867168,0.004507439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02792972,0.02728609,0.4940257,0.001973215,0.001029631,0.001094607,0.009905269,0.02861666,0.08163773,0.04611832,0.002528232,0.2778549],"study_design_scores_gemma":[0.002383108,0.01423751,0.81761,0.0005805952,0.001126701,0.0007772105,0.007148773,0.0580979,0.03130583,0.05644672,0.009896279,0.0003893207],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922329,0.0001249336,0.001683545,0.0004555015,0.00001626289,0.0000464746,0.00002932447,0.0000203581,0.005390729],"genre_scores_gemma":[0.9988798,0.00003180194,0.0007624443,0.00005969568,0.000008694798,0.00002560491,0.000007104911,0.000002943313,0.0002218031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00825884,"threshold_uncertainty_score":0.04367739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160416196","doi":"10.2308/jmar.2008.20.1.133","title":"The Agency Cost Effects of Unionization on Firm Value","year":2008,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Agency cost; Agency (philosophy); Business; Typology; Enterprise value; Stock exchange; Sample (material); Value (mathematics); Diversity (politics); Labour economics; Legislation; Accounting; Industrial organization; Economics; Finance; Corporate governance","authors":[{"name":"Vic Naiker","is_ca":true},{"name":"Farshid Navissi","is_ca":false},{"name":"V. G. Sridharan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04498490015246203,"gpt":0.3790957525891127,"spread":0.3341108524366506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002609662,0.0001806632,0.0003415899,0.001285375,0.0005277507,0.002310783,0.000406646,0.0005797018,0.004015115],"category_scores_gemma":[0.02550309,0.0001388339,0.0004086218,0.001454669,0.001297869,0.0009301424,0.001196093,0.001032901,0.0001960996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908112,"about_ca_system_score_gemma":0.0006579891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008612307,"about_ca_topic_score_gemma":0.008744814,"domain_scores_codex":[0.9965773,0.001361744,0.0002157926,0.0002713107,0.001031558,0.0005422946],"domain_scores_gemma":[0.938545,0.02776452,0.02721163,0.001757904,0.00200273,0.002718292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002669203,0.0001280622,0.9901101,0.00001008256,0.00008511002,0.00008041648,0.0001120556,0.001091724,0.0001812634,0.001008159,0.0001184812,0.006807704],"study_design_scores_gemma":[0.000009874558,0.000144557,0.9967152,0.000006727785,0.0000331968,0.0000435774,0.0002875426,0.001941001,0.000101555,0.0005420273,0.0001680514,0.000006823488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978418,0.0001576814,0.0001265079,0.0001093082,0.000002371326,0.000009377981,0.00007732018,0.000001945057,0.001673506],"genre_scores_gemma":[0.9997566,0.00002871478,0.00002250889,0.000005473923,0.000004293938,0.000002074439,0.00003342881,4.321494e-7,0.0001464546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008612307,"threshold_uncertainty_score":0.01712435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013229769","doi":"10.2308/jmar-51056","title":"Barriers to Knowledge Creation in Management Accounting Research","year":2015,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Management accounting; Accounting; Business; Legitimacy; Accounting research; Accounting information system; Craft; Public relations; Knowledge management; Political science; Computer science","authors":[{"name":"Steven E. Salterio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08295626509248855,"gpt":0.3806077414818285,"spread":0.29765147638934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2384879,0.000417538,0.001126054,0.01054414,0.0117888,0.03758267,0.00544409,0.006391572,0.01141114],"category_scores_gemma":[0.3649991,0.001014463,0.0008345402,0.006869202,0.03525723,0.02479267,0.02987152,0.007810865,0.001592323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01462798,"about_ca_system_score_gemma":0.04161073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620029,"about_ca_topic_score_gemma":0.002986893,"domain_scores_codex":[0.7115993,0.2103105,0.01545062,0.009083738,0.03986534,0.01369047],"domain_scores_gemma":[0.1856244,0.7141418,0.03002119,0.021735,0.03003222,0.01844545],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001650718,0.000468004,0.03784588,0.001877953,0.0001184561,0.001456301,0.124483,0.00104922,0.0006926715,0.6882437,0.01937548,0.1242243],"study_design_scores_gemma":[0.000145556,0.0002838151,0.02318062,0.00904994,0.00006426248,0.001140043,0.231177,0.002307249,0.0011644,0.4712278,0.2600466,0.0002127686],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3031722,0.0137318,0.01886892,0.4289488,0.0009992518,0.0007860683,0.0002337931,0.000153684,0.2331054],"genre_scores_gemma":[0.9836106,0.001978123,0.003440107,0.005971654,0.0004188303,0.0003522189,0.00005811343,0.00004193485,0.004128479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7615121,"threshold_uncertainty_score":0.93908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160205586","doi":"10.2308/jmar.2010.22.1.251","title":"The Effects of Profit-Sharing Contract and Feedback on the Sustainability of Cooperation","year":2010,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Incentive; Sustainability; Business; Cooperativeness; Microeconomics; Profit sharing; Profit (economics); Reciprocity (cultural anthropology); Industrial organization; Interpersonal communication; Economics; Finance; Psychology; Social psychology","authors":[{"name":"Khim Kelly","is_ca":true},{"name":"Patricia Mui‐Siang Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0341116898772737,"gpt":0.3992046014607415,"spread":0.3650929115834678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009951615,0.0004435079,0.0004020881,0.0004849285,0.0006997725,0.001502071,0.0006608438,0.0008658452,0.005177276],"category_scores_gemma":[0.05731423,0.0003013576,0.0002978781,0.0002844577,0.00221577,0.001546234,0.002178921,0.001060811,0.0002162274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527466,"about_ca_system_score_gemma":0.001449005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006628623,"about_ca_topic_score_gemma":0.0005358073,"domain_scores_codex":[0.9914343,0.005529786,0.0005759936,0.0005178566,0.001444051,0.00049792],"domain_scores_gemma":[0.8623778,0.1069567,0.01593606,0.00765618,0.002512088,0.004561169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02942203,0.02913395,0.2993705,0.001690034,0.0009396589,0.001454542,0.01087491,0.04672634,0.287867,0.06617461,0.001466025,0.2248804],"study_design_scores_gemma":[0.003487244,0.03054265,0.6550866,0.0004106307,0.0009056593,0.001107814,0.008036054,0.1200212,0.1060831,0.06682909,0.006996658,0.0004933428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953441,0.00003680269,0.00104015,0.000108104,0.000008301698,0.00003476144,0.00001331798,0.00001294132,0.003401636],"genre_scores_gemma":[0.9992085,0.00001018581,0.0005731055,0.00001979596,0.000003025756,0.0000261357,0.000005487732,0.000002664319,0.0001512714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009951615,"threshold_uncertainty_score":0.05262983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173333349","doi":"10.2308/jmar-2020-015","title":"The Effect of Advice Valence on the Perceived Credibility of Data Analytics","year":2021,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Credibility; Advice (programming); Competence (human resources); Source credibility; Analytics; Valence (chemistry); Data analysis; Data science; Psychology; Computer science; Social psychology; Data mining; Political science","authors":[{"name":"Clara Xiaoling Chen","is_ca":false},{"name":"Ryan Hudgins","is_ca":true},{"name":"William F. Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1897705160469023,"gpt":0.4742348067659113,"spread":0.284464290719009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004745975,0.0003392295,0.0003859028,0.0004877699,0.0004221198,0.002607345,0.0002864726,0.001362021,0.003038553],"category_scores_gemma":[0.06376123,0.0002901658,0.000232056,0.0002735813,0.0007253492,0.0009275445,0.0006666817,0.001667894,0.0002493687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751835,"about_ca_system_score_gemma":0.0002751707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380617,"about_ca_topic_score_gemma":0.0007551497,"domain_scores_codex":[0.9957819,0.002374535,0.0002514258,0.0003643775,0.001030262,0.0001974883],"domain_scores_gemma":[0.8828265,0.09670383,0.01195734,0.002645528,0.003112316,0.002754538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02179661,0.01121466,0.6148949,0.001696523,0.0008465886,0.0008674893,0.03092297,0.005552352,0.1995221,0.006702384,0.002359518,0.1036239],"study_design_scores_gemma":[0.0009905315,0.0063834,0.9389338,0.0001844739,0.0004894414,0.0003184869,0.005716981,0.02035494,0.01768974,0.006113643,0.002615473,0.0002089606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963053,0.00005156278,0.0005254564,0.0001176057,0.00001555622,0.00002936608,0.00002422557,0.00001626644,0.002914567],"genre_scores_gemma":[0.9987626,0.00003546173,0.0008145133,0.00008857359,0.00001132005,0.00002327217,0.00002572547,0.00000871119,0.0002299438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004745975,"threshold_uncertainty_score":0.0250994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133134432","doi":"10.2308/jmar-2019-505","title":"Needs Versus Wants: The Mental Accounting and Effort Effects of Tangible Rewards","year":2021,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental accounting; Earnings; Psychology; Marketing; Business; Accounting; Finance","authors":[{"name":"Timothy Mitchell","is_ca":false},{"name":"Adam Presslee","is_ca":true},{"name":"Axel Schulz","is_ca":false},{"name":"Alan Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1358281560680538,"gpt":0.455504774426686,"spread":0.3196766183586321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002728845,0.0003248255,0.000251284,0.0007093293,0.0005610043,0.00225874,0.000392828,0.0004332559,0.01201545],"category_scores_gemma":[0.03116294,0.0001818467,0.0003419767,0.0006660704,0.001123011,0.001395716,0.001850235,0.001012703,0.0002391176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111714,"about_ca_system_score_gemma":0.0004375852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675052,"about_ca_topic_score_gemma":0.002769014,"domain_scores_codex":[0.9986786,0.0007091271,0.00006815775,0.0001088518,0.0002931718,0.0001419912],"domain_scores_gemma":[0.9555661,0.03328643,0.007087727,0.001349072,0.0008642626,0.001846458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003729275,0.002533052,0.8068225,0.0007166732,0.000360419,0.0004783377,0.005517565,0.004789062,0.006980878,0.03671562,0.001616027,0.1297405],"study_design_scores_gemma":[0.00006272458,0.0003149847,0.9871504,0.0001130802,0.0001144264,0.00006918932,0.001997285,0.00215089,0.0006507933,0.006324845,0.001018559,0.00003268303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855132,0.0001723935,0.0004772249,0.0004094807,0.00001459563,0.00001889761,0.00007423678,0.000008025589,0.01331207],"genre_scores_gemma":[0.9992405,0.00005992312,0.0002134096,0.000033972,0.000007238735,0.000008725271,0.00002502448,0.000002958049,0.0004081709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01201545,"threshold_uncertainty_score":0.0401957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734677411","doi":"10.2308/jmar-52559","title":"The Impact of Superior-Subordinate Identity and <i>ex post</i> Discretionary Goal Adjustment on Subordinate Expectancy of Reward and Performance","year":2019,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Expectancy theory; Social connectedness; Social psychology; Psychology; Incentive; Identity (music); Ex-ante; Social identity theory; Microeconomics; Economics; Social group","authors":[{"name":"Ian Burt","is_ca":false},{"name":"Theresa Libby","is_ca":false},{"name":"Adam Presslee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03328579427942409,"gpt":0.3947051688372395,"spread":0.3614193745578154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002418714,0.0001515578,0.000244782,0.0002474413,0.0004756473,0.001633709,0.0003856295,0.0003967777,0.01266958],"category_scores_gemma":[0.01325949,0.00009502466,0.0001551549,0.0002335837,0.0005687653,0.0004571231,0.0008041974,0.0006960718,0.0005750105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244363,"about_ca_system_score_gemma":0.0006275091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780566,"about_ca_topic_score_gemma":0.00326208,"domain_scores_codex":[0.9990845,0.0004196641,0.00005923354,0.0001168877,0.0001736936,0.0001461036],"domain_scores_gemma":[0.9769588,0.009943286,0.008528909,0.001522215,0.0006219786,0.002424804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.009973613,0.005414521,0.8710435,0.0001914988,0.0001795037,0.0004296805,0.003708128,0.006611481,0.0332615,0.01934212,0.002301613,0.04754282],"study_design_scores_gemma":[0.0001072341,0.001041673,0.9881161,0.00002041108,0.00004104008,0.00004247735,0.0009813291,0.003412445,0.002734853,0.002506502,0.0009745893,0.00002130514],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995303,0.00001448957,0.0001311652,0.00008514713,0.000003895244,0.000007775425,0.0000368117,0.000004245599,0.004413453],"genre_scores_gemma":[0.999307,0.000008222421,0.00007516616,0.00001674384,0.000002778845,0.000005581489,0.00002176043,0.000001515557,0.0005611621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266958,"threshold_uncertainty_score":0.04238403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956070714","doi":"10.2308/jmar-52479","title":"Performance Incentives, Divergent Thinking Training, and Creative Problem Solving","year":2019,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Convergent thinking; Divergent thinking; Creativity; Incentive; Creative problem-solving; Wage; Training (meteorology); Creative thinking; Psychology; Economics; Microeconomics; Cognitive psychology; Social psychology; Labour economics","authors":[{"name":"Kun Huo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07994997959707,"gpt":0.3840159547195735,"spread":0.3040659751225035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004483894,0.0004901829,0.0004219848,0.0006593299,0.0005096177,0.001710453,0.0006163236,0.0007709619,0.006142812],"category_scores_gemma":[0.0293945,0.0002466727,0.0002161018,0.0004768301,0.001285334,0.001211323,0.001469933,0.001141286,0.0002728496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008367411,"about_ca_system_score_gemma":0.0006685994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003744553,"about_ca_topic_score_gemma":0.0002785226,"domain_scores_codex":[0.9975469,0.001450154,0.0001351579,0.0001641971,0.0005185092,0.000185074],"domain_scores_gemma":[0.9484525,0.03482739,0.01043851,0.002192724,0.001116726,0.002972085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01996834,0.04528491,0.3598466,0.001409752,0.0005163818,0.0009112947,0.004586208,0.03482874,0.1102768,0.1334185,0.002881679,0.2860708],"study_design_scores_gemma":[0.002216104,0.01055999,0.7640516,0.0003308842,0.000209325,0.0004227002,0.001669599,0.05668896,0.02168603,0.1378586,0.004108535,0.000197697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910062,0.00009652846,0.001682186,0.0002717337,0.00001521439,0.0000498893,0.00002262967,0.0000167376,0.006838881],"genre_scores_gemma":[0.9980752,0.00003888145,0.001283408,0.00004693963,0.000007774362,0.0000349513,0.00001492695,0.000003861278,0.000494046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006142812,"threshold_uncertainty_score":0.02371335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785108029","doi":"10.2308/jmar-52033","title":"Inequity Aversion, Incentives, and Personal Norms: The Effects on Budget Preparation and Use","year":2018,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Incentive; Honesty; Dishonesty; Business; Affect (linguistics); Norm (philosophy); Control (management); Microeconomics; Public economics; Public relations; Marketing; Economics; Psychology; Social psychology; Political science; Management","authors":[{"name":"Joseph G. Fisher","is_ca":false},{"name":"W. Timothy Mitchell","is_ca":false},{"name":"Sean A. Peffer","is_ca":false},{"name":"Rick Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05716292730313087,"gpt":0.4133291438304571,"spread":0.3561662165273262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003827459,0.0003016252,0.0002576362,0.0004209051,0.0004291855,0.001144416,0.0003166047,0.0003709934,0.003862916],"category_scores_gemma":[0.01810861,0.0001921899,0.0001947594,0.0002040352,0.001241937,0.0004788938,0.0008992579,0.0007233609,0.0001413775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007750157,"about_ca_system_score_gemma":0.0005540061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998161,"about_ca_topic_score_gemma":0.002686518,"domain_scores_codex":[0.9976152,0.001485993,0.0001033607,0.0002215937,0.0003865249,0.0001873292],"domain_scores_gemma":[0.9697428,0.0188989,0.006037703,0.002165206,0.0008571593,0.00229822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009792536,0.01444132,0.8331618,0.0002673962,0.0003075722,0.0004906598,0.005047582,0.007159271,0.05513708,0.01392887,0.0007513727,0.05951457],"study_design_scores_gemma":[0.0002317113,0.002318358,0.9708725,0.00003364794,0.0001120962,0.0001481895,0.001627442,0.0100924,0.008521819,0.004962882,0.001025501,0.00005349327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973423,0.00002361307,0.0004460858,0.0000532138,0.00000355835,0.000010087,0.00001239596,0.000003818021,0.002105003],"genre_scores_gemma":[0.9992873,0.00001110413,0.0003759642,0.00002232158,0.000002922787,0.00001307887,0.00001019494,0.000002335158,0.0002746508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003862916,"threshold_uncertainty_score":0.02024174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888327191","doi":"10.2308/jmar-52238","title":"The Effects of Superior Trust and Budget-Based Controls on Budgetary Gaming and Budget Value","year":2018,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Incentive; Value (mathematics); Budget process; Sample (material); Control (management); Business; Accounting; Replication (statistics); Economics; Microeconomics; Management; Computer science; Political science; Statistics","authors":[{"name":"Theresa Libby","is_ca":false},{"name":"Roger Lindsay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079181813674165,"gpt":0.2675124328904784,"spread":0.2567206147537368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004000899,0.000226413,0.0002818384,0.0008934874,0.0008651047,0.002386003,0.0004540897,0.0005956982,0.00695205],"category_scores_gemma":[0.03940504,0.0002636409,0.0003939451,0.0007830454,0.001724732,0.0009619535,0.001569997,0.001666311,0.0002387754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195157,"about_ca_system_score_gemma":0.001352977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091295,"about_ca_topic_score_gemma":0.01425709,"domain_scores_codex":[0.9954754,0.002620701,0.0002728896,0.0003158775,0.0006442696,0.0006708141],"domain_scores_gemma":[0.8714637,0.06048696,0.04592128,0.004746224,0.004038405,0.01334352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004035913,0.0006628938,0.9912174,0.00001483921,0.00009740209,0.0001041657,0.0008026382,0.0003981007,0.0003112744,0.001279152,0.0001646333,0.004543926],"study_design_scores_gemma":[0.0000145875,0.0002030551,0.9960218,0.00002042101,0.00004144673,0.00005478085,0.001340883,0.001168132,0.0001609896,0.0007667533,0.0001968014,0.00001038804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976472,0.00006210431,0.00009912937,0.0001283626,0.000003955487,0.000005687119,0.00002192612,0.000001936368,0.002029591],"genre_scores_gemma":[0.9997796,0.00001932823,0.00003549144,0.000009285529,0.000002253755,0.000001960167,0.0000112736,8.339547e-7,0.0001398735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091295,"threshold_uncertainty_score":0.0232569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293446202","doi":"10.2308/jmar-2019-504","title":"Balancing Emic-Etic Tensions in the Field-, Head-, and Text-Work of Ethnographic Management Accounting Research","year":2022,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; York University","funders":"","keywords":"Emic and etic; Ethnography; Sociology; Insider; Field (mathematics); Epistemology; Anthropology; Philosophy","authors":[{"name":"Matthew Bamber","is_ca":true},{"name":"Matthäus Tekathen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05267310121606796,"gpt":0.3469890454190915,"spread":0.2943159442030236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06061115,0.0004508108,0.0005118987,0.009792042,0.00798495,0.01579141,0.001306299,0.00129592,0.002680188],"category_scores_gemma":[0.09454039,0.0005854378,0.000280336,0.007851404,0.03039331,0.01455669,0.008135195,0.001560339,0.0003041774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00564573,"about_ca_system_score_gemma":0.003748504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665607,"about_ca_topic_score_gemma":0.006631397,"domain_scores_codex":[0.9191527,0.07100726,0.00265524,0.001458969,0.004374975,0.001350799],"domain_scores_gemma":[0.815716,0.1652872,0.006437035,0.006280682,0.005227187,0.001051894],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003672659,0.00001559397,0.003581946,0.0005389444,0.00001682568,0.0004588222,0.9327925,0.00005630511,0.0007524386,0.03434518,0.0006783106,0.02672634],"study_design_scores_gemma":[0.000006920478,0.00002401762,0.003831275,0.00172672,0.00001939888,0.0004753328,0.9504718,0.0001059426,0.0008930068,0.01143744,0.03098883,0.00001934028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104488,0.01676711,0.03979685,0.01614566,0.0006856903,0.0005510407,0.0002462897,0.0001119861,0.1152466],"genre_scores_gemma":[0.9898224,0.002681434,0.004077396,0.0007132078,0.0001277741,0.0002237694,0.00005800868,0.0000626113,0.002233384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9393889,"threshold_uncertainty_score":0.3205463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229030715","doi":"10.2308/jmar-2021-032","title":"The Strength of Performance Incentives, Pay Dispersion, and Lower-Paid Employee Effort","year":2022,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Incentive; Generalizability theory; Dispersion (optics); Economics; Robustness (evolution); Microeconomics; Business; Social psychology; Psychology","authors":[{"name":"Conor Brown","is_ca":false},{"name":"John H. Evans","is_ca":false},{"name":"Donald V. Moser","is_ca":false},{"name":"Adam Presslee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0391161341140013,"gpt":0.3661253457906559,"spread":0.3270092116766546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004414734,0.0002288191,0.0003176084,0.0006347534,0.0005666621,0.001709475,0.0004305165,0.0007763725,0.01040002],"category_scores_gemma":[0.02995053,0.0001577899,0.0001666793,0.0004853272,0.001103352,0.0007944623,0.001069087,0.000881565,0.0004016031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348593,"about_ca_system_score_gemma":0.0003613581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007310957,"about_ca_topic_score_gemma":0.0008387052,"domain_scores_codex":[0.9978344,0.000960773,0.0001816094,0.0002189528,0.0006143197,0.0001899781],"domain_scores_gemma":[0.9501082,0.03130482,0.01196227,0.00320069,0.001569096,0.001854848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004237257,0.00665222,0.8385787,0.0005929916,0.0002698232,0.0002076502,0.004712549,0.005412283,0.04123666,0.01939602,0.001424998,0.0772789],"study_design_scores_gemma":[0.00009969781,0.0008757772,0.9850729,0.00004465115,0.00004408434,0.00003936822,0.00128273,0.002585512,0.003062286,0.006197632,0.0006596559,0.00003575613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951997,0.00003855995,0.0005382661,0.0001090533,0.000007395677,0.0000200815,0.00004571105,0.000006054855,0.00403522],"genre_scores_gemma":[0.9993981,0.00001010846,0.0002638301,0.00002491606,0.000004372836,0.00001482274,0.00001877994,0.000001306446,0.0002637225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040002,"threshold_uncertainty_score":0.03479153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603682569","doi":"10.2308/jmar-52217","title":"Deception in Management Accounting Experimental Research: “A Tricky Issue” Revisited","year":2018,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Deception; Multidisciplinary approach; Interim; Accounting research; Psychology; Epistemology; Computer science; Management science; Social psychology; Sociology; Political science; Accounting; Business; Economics; Social science; Law","authors":[{"name":"Theresa Libby","is_ca":false},{"name":"Steven E. Salterio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06155418903630407,"gpt":0.3663484699834704,"spread":0.3047942809471664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.393323,0.0009970099,0.003086184,0.005267524,0.003874924,0.01553696,0.00460834,0.01590312,0.006344556],"category_scores_gemma":[0.5975869,0.0009073223,0.001982034,0.003554544,0.05078385,0.03208437,0.007638854,0.01706871,0.0009933956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005214671,"about_ca_system_score_gemma":0.004965585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192352,"about_ca_topic_score_gemma":0.001165935,"domain_scores_codex":[0.6598299,0.2880927,0.01479409,0.007322683,0.02854133,0.001419418],"domain_scores_gemma":[0.1751028,0.7516675,0.01913573,0.03272614,0.0202111,0.001156616],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003797165,0.0001069083,0.001179987,0.004486059,0.0003037752,0.0003349569,0.005114568,0.0008379339,0.0005450638,0.8820885,0.01848257,0.08613995],"study_design_scores_gemma":[0.000156323,0.0003026654,0.001808408,0.01391357,0.000273241,0.0004377026,0.002231319,0.002656993,0.001357912,0.8926993,0.0840398,0.0001227569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01483762,0.1563432,0.1383244,0.6241532,0.0158591,0.0007874241,0.0002014245,0.0002861907,0.04920745],"genre_scores_gemma":[0.6427212,0.0551824,0.09968475,0.1659584,0.02577609,0.002884821,0.00009751268,0.0003298714,0.007364963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9840969,"threshold_uncertainty_score":0.7481407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754819421","doi":"10.2308/jmar-51902","title":"Do White-Collar Employee Incentives Improve Firm Profitability?","year":2017,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"HEC Montréal; Aalto-Yliopisto","keywords":"Incentive; Profitability index; Business; Profit margin; Return on assets; Executive compensation; Equity (law); Collar; Panel data; Profit (economics); Microeconomics; Finance; Economics; Econometrics","authors":[{"name":"Seppo Ikäheimo","is_ca":false},{"name":"Juha‐Pekka Kallunki","is_ca":false},{"name":"Sinikka Moilanen","is_ca":false},{"name":"Eduardo Schiehll","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05402089743921603,"gpt":0.3280838736275234,"spread":0.2740629761883074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073646,0.0002128656,0.0003931389,0.0009569318,0.0004158857,0.001511706,0.0003177386,0.001009512,0.004210307],"category_scores_gemma":[0.01087546,0.0001439423,0.0002623316,0.0009025456,0.000517075,0.0007152846,0.0008340243,0.0005033428,0.0005658045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912714,"about_ca_system_score_gemma":0.0007043724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282961,"about_ca_topic_score_gemma":0.01233225,"domain_scores_codex":[0.9987313,0.0003154443,0.00008302592,0.0002226785,0.000201447,0.0004461317],"domain_scores_gemma":[0.9801988,0.006929258,0.0100311,0.0006101747,0.0006777394,0.001552943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294678,0.0001560869,0.9880494,0.00002999949,0.00006548681,0.0001183179,0.0001854777,0.001077836,0.0003437878,0.0004090592,0.0005718456,0.00886318],"study_design_scores_gemma":[0.00000496155,0.00006211981,0.9986035,0.00001064011,0.00001409365,0.00001632249,0.0002094463,0.0003255357,0.0001138441,0.0001771271,0.0004588868,0.000003535993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963835,0.0004268198,0.0001560089,0.0003760742,0.00001329536,0.000007537133,0.0003233662,0.000005769218,0.002307508],"genre_scores_gemma":[0.9991657,0.00007240005,0.00003263976,0.00003692814,0.00001832932,0.000002621182,0.0001376939,7.486451e-7,0.0005330232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006282961,"threshold_uncertainty_score":0.01408482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054587391","doi":"10.2308/jmar.2002.14.1.135","title":"A Critique of Milgrom and Roberts' Treatment of Incentives vs. Bureaucratic Controls in the British North American Fur Trade","year":2002,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Bureaucracy; Incentive; Profit sharing; Fur trade; Economics; Profit (economics); Management; Political science; Market economy; Microeconomics; Finance; Law; Economic history","authors":[{"name":"Gary Spraakman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05409982295904574,"gpt":0.2878952636065381,"spread":0.2337954406474924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01031687,0.0009339347,0.001062708,0.003793973,0.005184546,0.008529974,0.00323232,0.009265378,0.004412978],"category_scores_gemma":[0.01995546,0.0006232202,0.0005124486,0.005137444,0.0462633,0.009191249,0.002919378,0.009661722,0.001072695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0130922,"about_ca_system_score_gemma":0.009044561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03759668,"about_ca_topic_score_gemma":0.0396699,"domain_scores_codex":[0.9878697,0.004927829,0.0004673631,0.001455744,0.004553815,0.0007256002],"domain_scores_gemma":[0.9802964,0.01436521,0.001358165,0.000823797,0.002575299,0.0005811465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007476119,0.000006983132,0.00007874853,0.00003949703,0.000002580435,0.00001203293,0.001466818,0.00008470289,0.00001244243,0.9868297,0.008237532,0.003221561],"study_design_scores_gemma":[0.00003213354,0.00002282498,0.001286641,0.0004816684,0.00001050832,0.0001038309,0.0017478,0.0007531504,0.0001253917,0.756504,0.2388929,0.00003916961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01661082,0.06559568,0.03657969,0.5172847,0.003214184,0.00008014878,0.0002316231,0.0002103813,0.3601928],"genre_scores_gemma":[0.7400901,0.03801949,0.02047936,0.1412185,0.009440653,0.0004796536,0.00008775068,0.0002796439,0.04990482],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9624033,"threshold_uncertainty_score":0.09499103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212942787","doi":"10.2308/jmar-2020-007","title":"Strategic Disclosure and Debt Covenant Violation","year":2022,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Optimism; Debt; Covenant; Equity (law); Shareholder; Business; Accounting; Quarter (Canadian coin); Monetary economics; Economics; Finance; Corporate governance; Psychology; Political science; Law; Social psychology","authors":[{"name":"Thomas Bourveau","is_ca":false},{"name":"Derrald Stice","is_ca":false},{"name":"Rencheng Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03219248629630082,"gpt":0.2868916328737605,"spread":0.2546991465774597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003160696,0.000110935,0.0001779139,0.0004929437,0.0006357881,0.001751332,0.0002988871,0.0007778395,0.001927098],"category_scores_gemma":[0.04392866,0.000133176,0.0001218643,0.000516738,0.0005886764,0.00094823,0.001021902,0.00138224,0.0001897496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274778,"about_ca_system_score_gemma":0.0006155235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168354,"about_ca_topic_score_gemma":0.002730115,"domain_scores_codex":[0.997021,0.001513004,0.0003372523,0.0002137048,0.0005682355,0.0003467148],"domain_scores_gemma":[0.8877548,0.03034098,0.07400291,0.002707194,0.002269324,0.002924853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889176,0.0002478934,0.9690516,0.00003569962,0.00004209891,0.0002248917,0.002079725,0.001007823,0.0009504674,0.002291647,0.0005641686,0.02331501],"study_design_scores_gemma":[0.00002068844,0.000329057,0.9806967,0.00008641058,0.00003709107,0.0005838995,0.005128085,0.004540022,0.0009762701,0.004709202,0.002852689,0.00003986049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950087,0.0002770014,0.0003235266,0.000720535,0.000009809204,0.000007733892,0.00002791937,0.000006199942,0.003618515],"genre_scores_gemma":[0.9996543,0.00003876403,0.00005616414,0.00005293859,0.000008062419,0.000001310676,0.00001464191,6.211689e-7,0.000173123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003160696,"threshold_uncertainty_score":0.01671559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060480785","doi":"10.2308/jmar.2005.17.1.143","title":"Information Economics and Management Accounting: A Brief Personal Perspective by Gerald A. Feltham (with an Introduction by Michael D. Shields)","year":2005,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Icon; Citation; Perspective (graphical); Download; Computer science; Library science; Information retrieval; World Wide Web","authors":[{"name":"Gerald A. Feltham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03829375196653143,"gpt":0.3700621234774958,"spread":0.3317683715109644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002462015,0.001504669,0.0009090378,0.004814043,0.001537896,0.004945219,0.0008963639,0.007722891,0.01508455],"category_scores_gemma":[0.004524291,0.0008383128,0.0003643298,0.007430433,0.004134571,0.01650754,0.002354114,0.005605896,0.006200896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003947928,"about_ca_system_score_gemma":0.001902965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067251,"about_ca_topic_score_gemma":0.007775653,"domain_scores_codex":[0.9983661,0.0006524966,0.0001043707,0.0002235514,0.0005459344,0.0001076573],"domain_scores_gemma":[0.9965635,0.00223188,0.000196175,0.0001054204,0.0006086489,0.0002945264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002240524,0.00004156734,0.0003130305,0.000827385,0.00001234793,0.000203784,0.0009769511,0.0002635171,0.0002463055,0.06747654,0.8004412,0.1291749],"study_design_scores_gemma":[0.000005469572,0.00002061732,0.0006214596,0.00101402,0.000005302196,0.0003861236,0.0005588448,0.00009127898,0.00007403355,0.0371243,0.9600778,0.00002066042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003520089,0.7767504,0.001205554,0.1870459,0.00830303,0.0000137684,0.00009816786,0.00003492894,0.02619608],"genre_scores_gemma":[0.01024919,0.8958185,0.001438703,0.03562273,0.02173491,0.00003328589,0.00009622025,0.00002735987,0.03497908],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01508455,"threshold_uncertainty_score":0.0504629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074949033","doi":"10.2308/jmar.2008.20.s-1.79","title":"An Empirical Analysis of the Incentive-Action-Performance Chain of the Principal-Agent Model","year":2008,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Incentive; Endogeneity; Context (archaeology); Principal (computer security); Principal–agent problem; Product (mathematics); Empirical evidence; Industrial organization; Business; Microeconomics; Economics; Econometrics; Computer science; Mathematics","authors":[{"name":"Jeffrey L. Callen","is_ca":true},{"name":"Mindy Morel","is_ca":true},{"name":"Christina Fader","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3112884856857268,"gpt":0.4968024828087188,"spread":0.185513997122992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01877473,0.0006889461,0.0018669,0.001416279,0.001139634,0.003475553,0.001616949,0.00203277,0.01168328],"category_scores_gemma":[0.05388791,0.0009571348,0.0008957543,0.001301704,0.002245272,0.003180764,0.002072613,0.00325407,0.0009917539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218116,"about_ca_system_score_gemma":0.001907447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977026,"about_ca_topic_score_gemma":0.003052511,"domain_scores_codex":[0.9945914,0.003173897,0.0002711258,0.000847366,0.000552316,0.0005638258],"domain_scores_gemma":[0.8800933,0.09857337,0.01316762,0.003552847,0.002524164,0.002088774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001325298,0.001926563,0.3533533,0.0005535551,0.0008179804,0.0008613237,0.001559874,0.4022228,0.001368475,0.1903786,0.003509938,0.04212237],"study_design_scores_gemma":[0.0002035261,0.000311392,0.0326312,0.00005227081,0.0001310685,0.0001159803,0.0004265542,0.9157924,0.0003756238,0.0486454,0.001252773,0.00006183278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448166,0.0004003763,0.04563603,0.00173769,0.0000282471,0.0002866861,0.0003394843,0.000113418,0.006641483],"genre_scores_gemma":[0.9940962,0.0001405123,0.003779687,0.00006586923,0.0000214278,0.0000742022,0.0001694849,0.00001093593,0.001641638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01877473,"threshold_uncertainty_score":0.09929144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399479636","doi":"10.2308/jmar-2023-041","title":"Navigating Unprecedented Times: How Managers’ Empathetic Adjustments in a Crisis Influence Employee Effort in a Competitive Environment","year":2024,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Competitive advantage; Marketing; Industrial organization; Public relations; Microeconomics; Psychology; Economics; Political science","authors":[{"name":"L. L. Berger","is_ca":true},{"name":"Lan Guo","is_ca":true},{"name":"Sara Wick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04983822862981521,"gpt":0.4114085666716235,"spread":0.3615703380418083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00190201,0.0001954966,0.0001910531,0.000374431,0.001118861,0.003153483,0.0003191777,0.0008709713,0.006165972],"category_scores_gemma":[0.01142924,0.0001919762,0.0001734267,0.0003511585,0.0008134918,0.0009864705,0.001415715,0.001268959,0.0006051282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006886579,"about_ca_system_score_gemma":0.0006073684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146368,"about_ca_topic_score_gemma":0.003020159,"domain_scores_codex":[0.9987301,0.0006760526,0.00005637967,0.0001206067,0.0001852227,0.0002315012],"domain_scores_gemma":[0.9901828,0.003918682,0.003112745,0.0005912067,0.0004768208,0.001717775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288025,0.003755735,0.828309,0.0002383016,0.0001720837,0.0005526935,0.06613012,0.002186575,0.01703117,0.004435195,0.005681158,0.07022005],"study_design_scores_gemma":[0.00003268633,0.0005356114,0.957434,0.00005135273,0.00003455292,0.00004849143,0.03508847,0.001583776,0.0008748733,0.001727832,0.002541807,0.00004665746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969511,0.00002433994,0.0001965943,0.0002877596,0.000007824377,0.000008440488,0.00002308216,0.000005248371,0.0024956],"genre_scores_gemma":[0.999252,0.00002159219,0.0001707668,0.00007499669,0.000003474707,0.00001427397,0.00001929921,0.000002570081,0.0004409913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006165972,"threshold_uncertainty_score":0.02062726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385196957","doi":"10.2308/jmar-2021-044","title":"Mitigating the Demotivating Effects of Frequent Unfavorable Feedback about Goal Progress","year":2023,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Expectancy theory; Life expectancy; Negative feedback; Goal pursuit; Computer science; Psychology; Risk analysis (engineering); Social psychology; Engineering; Medicine","authors":[{"name":"Vic Anand","is_ca":false},{"name":"Alan Webb","is_ca":true},{"name":"Christopher Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05454194839132813,"gpt":0.4085420221014396,"spread":0.3540000737101115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006277739,0.0006549098,0.000456609,0.0005382544,0.0005100087,0.001004967,0.0006344183,0.000989452,0.003718201],"category_scores_gemma":[0.04833076,0.0003061234,0.0002524003,0.000267517,0.0004427322,0.000759236,0.0009673698,0.001503272,0.0005653199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517808,"about_ca_system_score_gemma":0.001065258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008505211,"about_ca_topic_score_gemma":0.001224177,"domain_scores_codex":[0.9967058,0.001734206,0.000242185,0.000230139,0.0008704077,0.0002172364],"domain_scores_gemma":[0.9335933,0.04459184,0.0119796,0.006130933,0.002034546,0.00166973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01061665,0.02530951,0.183712,0.001470429,0.0004130937,0.0006886231,0.005812622,0.02469822,0.1976425,0.01402643,0.006090022,0.52952],"study_design_scores_gemma":[0.002062928,0.03276778,0.7275283,0.0007639376,0.0009092312,0.0007505412,0.002506,0.0896618,0.0988025,0.02527213,0.01855356,0.0004212062],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802395,0.0001380333,0.01263034,0.0007157007,0.00007609042,0.0001623621,0.00006703375,0.0004170145,0.005553929],"genre_scores_gemma":[0.991778,0.00005823298,0.007118987,0.0001914197,0.0000499574,0.0001164552,0.00003147674,0.00001952375,0.0006358653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006277739,"threshold_uncertainty_score":0.03320026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886825252","doi":"10.2308/jmar-52220","title":"The Importance of Task Complexity When Rewarding Nonfinancial Performance","year":2018,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Task (project management); Incentive; Business; Finance; Actuarial science; Economics; Microeconomics; Management","authors":[{"name":"L. L. Berger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1375487224773446,"gpt":0.4274889548586192,"spread":0.2899402323812745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005611585,0.0005465819,0.0005201508,0.0004899792,0.0004213499,0.002002085,0.0005263665,0.0007857857,0.00327341],"category_scores_gemma":[0.04425987,0.0002911418,0.000279522,0.000320757,0.0006138087,0.001206652,0.001266327,0.0009368794,0.0002339716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195135,"about_ca_system_score_gemma":0.0006662008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311674,"about_ca_topic_score_gemma":0.0007374918,"domain_scores_codex":[0.9955457,0.002309869,0.0003813893,0.0003492075,0.001136071,0.0002775849],"domain_scores_gemma":[0.9261005,0.04776349,0.01561781,0.004567612,0.001913182,0.004037426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01894634,0.01522461,0.4932597,0.001455364,0.001029619,0.0005683806,0.003026451,0.03677459,0.2027182,0.01323825,0.001310089,0.2124485],"study_design_scores_gemma":[0.000457672,0.007339065,0.9494664,0.0001195271,0.0001758043,0.0001832547,0.0004487147,0.0217377,0.009966695,0.0083618,0.001614155,0.0001292746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930188,0.00008092085,0.003007067,0.00009984941,0.00001900773,0.00008652264,0.00002696062,0.00001802354,0.003642808],"genre_scores_gemma":[0.9962877,0.00004076985,0.003141318,0.00003878924,0.00001966538,0.00007450522,0.00003110057,0.000007099604,0.0003589999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005611585,"threshold_uncertainty_score":0.02967727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415761168","doi":"10.2308/jmar-2025-074","title":"Advancing Target Setting Research in Management Accounting: Insights and Emerging Directions from the <i>JMAR</i> Forum","year":2025,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Management accounting; Field (mathematics); Management control system; Accounting research; Control (management)","authors":[{"name":"Theresa Libby","is_ca":false},{"name":"Adam Presslee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01716352122754256,"gpt":0.3128399806735372,"spread":0.2956764594459946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03312684,0.0004838369,0.0009192826,0.002563257,0.002910872,0.01376872,0.001692358,0.004616322,0.007755973],"category_scores_gemma":[0.03180394,0.0003332826,0.0005610933,0.003642649,0.01464639,0.01467576,0.006035055,0.006400772,0.0007247052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004059993,"about_ca_system_score_gemma":0.005549509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904653,"about_ca_topic_score_gemma":0.002298408,"domain_scores_codex":[0.9903857,0.006844868,0.0002862544,0.000626242,0.001309154,0.0005476827],"domain_scores_gemma":[0.8975726,0.08771585,0.003127175,0.002805893,0.005673236,0.003105238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00018942,0.0003206938,0.005987443,0.00221686,0.0000430739,0.0002226729,0.01699651,0.0008179912,0.001277734,0.647099,0.02586618,0.2989624],"study_design_scores_gemma":[0.00003807681,0.0002755283,0.01447788,0.007614916,0.00005233745,0.0002425316,0.02495536,0.002467194,0.00105675,0.7289922,0.2197001,0.000127134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05391546,0.2376642,0.04625505,0.5559099,0.009556288,0.0001364386,0.0002572365,0.0001980775,0.09610729],"genre_scores_gemma":[0.7699516,0.1572852,0.0294892,0.02752474,0.009814532,0.00031986,0.0001474052,0.0001263206,0.005341157],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03312684,"threshold_uncertainty_score":0.1751936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382363835","doi":"10.2308/jmar-2023-031","title":"Rajiv Banker: Management Accounting Virtuoso","year":2023,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Management accounting; Accounting; Productivity; Cost accounting; Data envelopment analysis; Performance measurement; Compensation (psychology); Business; Economics; Management; Psychology; Macroeconomics","authors":[{"name":"Mark C. Anderson","is_ca":true},{"name":"Ramji Balakrishnan","is_ca":false},{"name":"Ranjani Krishnan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04045811802218596,"gpt":0.3124887964524427,"spread":0.2720306784302567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004766574,0.0005293543,0.0004526542,0.003550536,0.001948354,0.007624802,0.0007622997,0.002168017,0.0390537],"category_scores_gemma":[0.01009665,0.000343738,0.0001846521,0.003521329,0.001626824,0.003438442,0.002247361,0.003465192,0.02003457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005102151,"about_ca_system_score_gemma":0.00510564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004812885,"about_ca_topic_score_gemma":0.002320046,"domain_scores_codex":[0.9954618,0.001490504,0.0003224142,0.0005218883,0.001862731,0.0003406416],"domain_scores_gemma":[0.9952442,0.001338519,0.0004499784,0.0005997157,0.001690191,0.0006773864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005424063,0.0000396761,0.0009304557,0.0002278504,0.00001181113,0.0002341675,0.0005586998,0.0004874507,0.000317266,0.2168074,0.5582958,0.2220353],"study_design_scores_gemma":[0.000005281956,0.00001073839,0.0007223021,0.0002433787,0.000003691442,0.0002452667,0.0001218283,0.0004160752,0.0003364711,0.0160467,0.9818332,0.00001519561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009993806,0.1802265,0.006500099,0.1873242,0.01523369,0.0001023796,0.001086824,0.001486363,0.5980462],"genre_scores_gemma":[0.2710593,0.1077908,0.009361266,0.01472028,0.01535083,0.0001947371,0.0009735076,0.0006132629,0.5799359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0390537,"threshold_uncertainty_score":0.1306477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411604486","doi":"10.2308/jmar-2023-003","title":"Accounting Transparency and Foreign Market Entry Mode Choices","year":2025,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting Theory and Financial Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Transparency (behavior); Accounting; Business; Mode (computer interface); Industrial organization; Computer science","authors":[{"name":"Shawn X. Huang","is_ca":false},{"name":"Yan Li","is_ca":true},{"name":"Shuqing Luo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269722637447009,"gpt":0.323082079372893,"spread":0.2961098156281921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290978,0.0001895129,0.0002261515,0.000822912,0.0002968057,0.002032084,0.0001513336,0.000392167,0.01158043],"category_scores_gemma":[0.009267273,0.00009665549,0.0002129842,0.0005803757,0.0003578769,0.0009587068,0.0006264965,0.000481111,0.0006803208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230058,"about_ca_system_score_gemma":0.0002060974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267795,"about_ca_topic_score_gemma":0.002750153,"domain_scores_codex":[0.999575,0.0001459927,0.00004195669,0.00004754929,0.00009081178,0.00009871655],"domain_scores_gemma":[0.9798259,0.005726775,0.01185532,0.0006812976,0.0005431609,0.001367591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005525821,0.0002276729,0.9711452,0.00004875689,0.00005841077,0.0005874862,0.001175288,0.0009088627,0.001785416,0.002890864,0.000898197,0.01972133],"study_design_scores_gemma":[0.00004000583,0.0003140865,0.985927,0.00008271088,0.00004337534,0.0008420916,0.003423243,0.002472082,0.001956072,0.001796558,0.003068329,0.00003450271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994876,0.0001260812,0.0001079118,0.0001015077,0.000005130853,0.000007634961,0.0001335449,0.000007669288,0.004634649],"genre_scores_gemma":[0.9988983,0.00004365477,0.00003577244,0.00001385288,0.000004249941,0.000001383909,0.00007927386,0.000001896443,0.0009216698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158043,"threshold_uncertainty_score":0.0387404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398164099","doi":"10.2308/jmar-2024-023","title":"Plenty to Be Thankful for: Influences, Sense of Purpose, and Community","year":2024,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Sense of community; Business; Sense (electronics); Psychology; Marketing; Social psychology; Engineering","authors":[{"name":"Alan Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.189644374248978,"gpt":0.4651302618144668,"spread":0.2754858875654888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004996592,0.0007719399,0.001334842,0.001233526,0.0048306,0.007904856,0.001303575,0.003220916,0.02025992],"category_scores_gemma":[0.06408559,0.000625767,0.0008077807,0.001122061,0.003080085,0.008575572,0.004441164,0.01090683,0.005042181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679696,"about_ca_system_score_gemma":0.003716752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02231599,"about_ca_topic_score_gemma":0.03194172,"domain_scores_codex":[0.9968953,0.001254056,0.0002217462,0.0002709803,0.001008445,0.0003494257],"domain_scores_gemma":[0.9540017,0.01778466,0.003263432,0.002184322,0.01669654,0.006069216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000125444,0.00009113261,0.02351846,0.0002606641,0.00009824931,0.00115794,0.05649492,0.0001440471,0.001649932,0.01186764,0.8403735,0.06421816],"study_design_scores_gemma":[0.00004561671,0.00006012666,0.04823977,0.001096714,0.0001134515,0.003312185,0.1854989,0.0007469113,0.001109619,0.01711205,0.74218,0.0004846188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05879774,0.01376682,0.004011641,0.8517157,0.04916832,0.0001520743,0.0009328426,0.0004643688,0.02099054],"genre_scores_gemma":[0.6055662,0.01446894,0.009867318,0.1945066,0.02805812,0.0007795086,0.0009935981,0.001347984,0.1444117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02231599,"threshold_uncertainty_score":0.0677762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412791317","doi":"10.2308/jmar-2024-027","title":"Because I Care: The Effect of Value Congruence and Compensation Scheme on Target Setting in Social Mission Organizations","year":2025,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Marquette University","keywords":"Congruence (geometry); Scheme (mathematics); Value (mathematics); Business; Compensation (psychology); Mathematics; Psychology; Microeconomics; Social psychology; Economics; Statistics; Mathematical analysis","authors":[{"name":"Wioleta Olczak","is_ca":false},{"name":"Tyler F. Thomas","is_ca":true},{"name":"Dimitri Yatsenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903751154481086,"gpt":0.3826532611508916,"spread":0.3636157496060807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005978609,0.0002093506,0.0003018038,0.0006056787,0.001462167,0.002379735,0.0004525917,0.0006586017,0.0089816],"category_scores_gemma":[0.03260177,0.000138312,0.0001751908,0.000447502,0.001566691,0.0009427773,0.002040201,0.001130103,0.0004067896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462375,"about_ca_system_score_gemma":0.001057549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198208,"about_ca_topic_score_gemma":0.002296668,"domain_scores_codex":[0.9960376,0.002373681,0.0001765753,0.0003180794,0.0006413347,0.0004527512],"domain_scores_gemma":[0.9678525,0.01378353,0.01030278,0.002105653,0.001258327,0.004697242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00314028,0.004050944,0.8755997,0.0001445726,0.0001470841,0.0003037729,0.01338388,0.002266231,0.008169744,0.03034337,0.001930028,0.06052041],"study_design_scores_gemma":[0.0003093693,0.001647519,0.9601775,0.00007910361,0.00005171091,0.00008952115,0.0121775,0.004380296,0.001559684,0.01679506,0.00269381,0.00003881828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906003,0.00003453538,0.0003698471,0.0003253633,0.00001117116,0.00002281842,0.00001318594,0.000003901735,0.008618763],"genre_scores_gemma":[0.9995333,0.000007323051,0.0001288557,0.00003184114,0.000003644022,0.000007827693,0.000007134432,0.000001205537,0.0002789441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0089816,"threshold_uncertainty_score":0.0316183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967116442","doi":"10.2308/jmar.2008.20.s-1.107","title":"Organizational Founding, Strategic Renewal, and the Role of Accounting: Management Accounting Concepts in the Formation of the “Penny Post”","year":2008,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; York University","funders":"","keywords":"Management accounting; Cost accounting; Activity-based costing; Accounting; Environmental full-cost accounting; Terminology; Accounting information system; Business; Throughput accounting; Economics; Accounting management","authors":[{"name":"Alan J. Richardson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03112552642022131,"gpt":0.2824633982322158,"spread":0.2513378718119945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009620372,0.0003140581,0.0002363922,0.00336386,0.005508961,0.01419651,0.001032652,0.001825332,0.002233222],"category_scores_gemma":[0.01211971,0.0002665188,0.0002377998,0.002610541,0.04361695,0.01260058,0.003320853,0.002650234,0.0002585344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009265881,"about_ca_system_score_gemma":0.006955099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005240696,"about_ca_topic_score_gemma":0.005157546,"domain_scores_codex":[0.994732,0.003365274,0.0002014617,0.0002972398,0.0009261558,0.0004779182],"domain_scores_gemma":[0.9902366,0.004787365,0.001895007,0.001073739,0.00146067,0.0005466397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003672829,0.000007491014,0.0003634167,0.00000813182,8.325214e-7,0.00002093864,0.003069184,0.0001686516,0.0000200616,0.9896957,0.0006709041,0.005971198],"study_design_scores_gemma":[0.000008197901,0.00002934952,0.003863578,0.0002153932,0.000009303651,0.0001152004,0.009858196,0.003028518,0.000385471,0.8857105,0.09674703,0.00002920351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1791699,0.0115985,0.07138439,0.0782963,0.0009454417,0.000133641,0.00005939567,0.0001188776,0.6582935],"genre_scores_gemma":[0.9870719,0.0009959664,0.005160215,0.0005063062,0.0001919939,0.00003339283,0.00000954271,0.00001456891,0.006016008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01419651,"threshold_uncertainty_score":0.06722903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403964376","doi":"10.2308/1049-2127-36.3.i","title":"Covers and Front Matter","year":2024,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Indiana University Bloomington; University of Illinois at Chicago; Universiteit van Tilburg; Università Bocconi; Ludwig-Maximilians-Universität München; Tel Aviv University; University of California, Los Angeles; Qatar University; KU Leuven; University of Hong Kong; Alliance Manchester Business School, University of Manchester; Vrije Universiteit Amsterdam; Georgia State University; Universiteit van Amsterdam; Monash University; University of Central Florida; University of Technology Sydney; Seoul National University; University of New South Wales; Rijksuniversiteit Groningen; University of Manchester; University of Waterloo; University of South Carolina; University of Oregon; University of Bern; University of Nebraska-Lincoln; College of Engineering, Michigan State University; Bentley University; Georgetown University; University of Utah; Arizona State University; University of Wisconsin-Madison; University of Melbourne; Harvard University; Yonsei University; University of Missouri; University of Illinois at Urbana-Champaign; Michigan State University; Kelley School of Business, Indiana University; University of Pennsylvania; University of Southern California","keywords":"Front (military); Business; Engineering; Mechanical engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0702181432208213,"gpt":0.2926323329850133,"spread":0.222414189764192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004882142,0.001059927,0.0008939881,0.003020856,0.001925939,0.006270824,0.0008304197,0.00277446,0.9068534],"category_scores_gemma":[0.002106269,0.0004884425,0.0007514593,0.001987857,0.0009849078,0.002395297,0.002371807,0.001259061,0.8994815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007887682,"about_ca_system_score_gemma":0.001221564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129789,"about_ca_topic_score_gemma":0.002450607,"domain_scores_codex":[0.9994782,0.00003672539,0.00002328698,0.0001304396,0.000230345,0.0001011829],"domain_scores_gemma":[0.9985185,0.0002496854,0.00008937133,0.0002193308,0.0003724377,0.0005505627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005945933,0.0001089811,0.0007202803,0.0002174965,0.00001120825,0.0001648781,0.00005012892,0.0001152279,0.002126678,0.005748491,0.7045648,0.2861122],"study_design_scores_gemma":[0.00000625624,0.00001868474,0.001314235,0.00007931261,0.000003333271,0.00008135421,0.00004250848,0.00008502406,0.0002132634,0.001058595,0.9970922,0.000005041413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001107774,0.0008239174,0.00035003,0.00150603,0.002636524,0.00006131193,0.0009980007,0.0005148308,0.9920015],"genre_scores_gemma":[0.002189418,0.0004223275,0.0001259453,0.0004185899,0.0006316344,0.00001421527,0.00038924,0.0001062302,0.9957026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09314662,"threshold_uncertainty_score":0.1328623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413816307","doi":"10.2308/jmar-2024-041","title":"New CEOs and Old SG&amp;A: Managing Inherited Intangible Assets","year":2025,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Alberta","funders":"","keywords":"Business; Industrial organization; Finance","authors":[{"name":"Mark R. Huson","is_ca":true},{"name":"Sarin John","is_ca":true},{"name":"Heather A. Wier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05104889409108475,"gpt":0.3441664419651726,"spread":0.2931175478740878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069349,0.0001221697,0.0002085824,0.0009786418,0.0004618869,0.002307029,0.0003351028,0.0003618994,0.006459771],"category_scores_gemma":[0.01255759,0.00008228816,0.0001241859,0.0007843553,0.0004989255,0.001049432,0.001043527,0.0006774563,0.0006793866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001539,"about_ca_system_score_gemma":0.0007912921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217902,"about_ca_topic_score_gemma":0.009119728,"domain_scores_codex":[0.9983272,0.0004197155,0.00010704,0.0001476282,0.0006308429,0.0003676002],"domain_scores_gemma":[0.9628501,0.007584203,0.01864183,0.0006466285,0.002905336,0.007371913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007031176,0.0001183247,0.9760613,0.00002188535,0.00002822583,0.0001057193,0.0006793129,0.0003085494,0.0002197055,0.0007520556,0.00174369,0.01989087],"study_design_scores_gemma":[0.000007085164,0.00007419007,0.9952073,0.00002405711,0.00001470545,0.00007612419,0.001480599,0.000593673,0.0001689466,0.000420126,0.001925726,0.000007468282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928173,0.0003859633,0.0001400605,0.0005438339,0.00002011956,0.0000045919,0.00009376596,0.00000432083,0.005990058],"genre_scores_gemma":[0.9986258,0.00007274329,0.00004452746,0.00003781307,0.00003403678,0.000001592451,0.00006851825,0.000001835802,0.00111314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006459771,"threshold_uncertainty_score":0.02161008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400409610","doi":"10.2308/1049-2127-36.2.i","title":"Covers and Front Matter","year":2024,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Indiana University Bloomington; University of Illinois at Chicago; Universiteit van Tilburg; Università Bocconi; Ludwig-Maximilians-Universität München; Tel Aviv University; University of California, Los Angeles; Qatar University; KU Leuven; University of Hong Kong; Alliance Manchester Business School, University of Manchester; Vrije Universiteit Amsterdam; Georgia State University; Universiteit van Amsterdam; Monash University; University of Central Florida; University of Technology Sydney; Seoul National University; University of New South Wales; Rijksuniversiteit Groningen; University of Manchester; University of Waterloo; University of South Carolina; University of Oregon; University of Bern; University of Nebraska-Lincoln; College of Engineering, Michigan State University; Bentley University; Georgetown University; University of Utah; Arizona State University; University of Wisconsin-Madison; University of Melbourne; Harvard University; Yonsei University; University of Missouri; University of Illinois at Urbana-Champaign; Michigan State University; Kelley School of Business, Indiana University; University of Pennsylvania; University of Southern California","keywords":"Front (military); Environmental science; Business; Geology; Oceanography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0702181432208213,"gpt":0.2926323329850133,"spread":0.222414189764192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004882142,0.001059927,0.0008939881,0.003020856,0.001925939,0.006270824,0.0008304197,0.00277446,0.9068534],"category_scores_gemma":[0.002106269,0.0004884425,0.0007514593,0.001987857,0.0009849078,0.002395297,0.002371807,0.001259061,0.8994815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007887682,"about_ca_system_score_gemma":0.001221564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129789,"about_ca_topic_score_gemma":0.002450607,"domain_scores_codex":[0.9994782,0.00003672539,0.00002328698,0.0001304396,0.000230345,0.0001011829],"domain_scores_gemma":[0.9985185,0.0002496854,0.00008937133,0.0002193308,0.0003724377,0.0005505627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005945933,0.0001089811,0.0007202803,0.0002174965,0.00001120825,0.0001648781,0.00005012892,0.0001152279,0.002126678,0.005748491,0.7045648,0.2861122],"study_design_scores_gemma":[0.00000625624,0.00001868474,0.001314235,0.00007931261,0.000003333271,0.00008135421,0.00004250848,0.00008502406,0.0002132634,0.001058595,0.9970922,0.000005041413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001107774,0.0008239174,0.00035003,0.00150603,0.002636524,0.00006131193,0.0009980007,0.0005148308,0.9920015],"genre_scores_gemma":[0.002189418,0.0004223275,0.0001259453,0.0004185899,0.0006316344,0.00001421527,0.00038924,0.0001062302,0.9957026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09314662,"threshold_uncertainty_score":0.1328623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2443861924","doi":"10.2308/jmar-51500","title":"Private Information, Performance Measurement Bias, and Leading by Example","year":2016,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Conservatism; Shock (circulatory); Incentive; Private information retrieval; Preference; Compensation (psychology); Principal (computer security); Economics; Econometrics; Principal–agent problem; Measure (data warehouse); Microeconomics; Statistics; Computer science; Social psychology; Psychology; Mathematics; Computer security; Law","authors":[{"name":"Naomi Rothenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09119508356998215,"gpt":0.2708212907225404,"spread":0.1796262071525582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182466,0.0004325183,0.0009753997,0.0008790888,0.0007139692,0.002650874,0.0007081766,0.001234047,0.01144433],"category_scores_gemma":[0.07546204,0.0002045159,0.0005034431,0.00141854,0.002047074,0.001876313,0.001477986,0.001596941,0.0005458388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938474,"about_ca_system_score_gemma":0.0008380089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910844,"about_ca_topic_score_gemma":0.002187051,"domain_scores_codex":[0.9922115,0.004955394,0.0003776009,0.0005180775,0.00114607,0.0007915642],"domain_scores_gemma":[0.8143349,0.14142,0.02955984,0.009932154,0.003385296,0.001367781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006041714,0.001447685,0.2634599,0.0009569408,0.0009195257,0.0007554314,0.002515465,0.1758588,0.003630228,0.388643,0.008264264,0.1475071],"study_design_scores_gemma":[0.001066164,0.002857773,0.1553619,0.0005053777,0.0007324289,0.0006150196,0.003270479,0.3311025,0.00808686,0.4836384,0.01248261,0.0002804848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951812,0.001054782,0.02145812,0.003166299,0.00004578128,0.00007577462,0.000373301,0.00006938884,0.02194468],"genre_scores_gemma":[0.9972806,0.0001884337,0.001104058,0.00008360609,0.00001984073,0.00001183294,0.00005738287,0.000007108936,0.001247071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182466,"threshold_uncertainty_score":0.06253546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388112564","doi":"10.2308/1049-2127-35.3.i","title":"Covers and Front Matter","year":2023,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Illinois at Chicago; Universiteit van Tilburg; Università Bocconi; Ludwig-Maximilians-Universität München; Tel Aviv University; University of California, Los Angeles; Qatar University; KU Leuven; University of Hong Kong; Alliance Manchester Business School, University of Manchester; Vrije Universiteit Amsterdam; Georgia State University; Universiteit van Amsterdam; Monash University; University of Central Florida; University of Technology Sydney; Seoul National University; University of New South Wales; Rijksuniversiteit Groningen; University of Manchester; University of Waterloo; University of Oregon; University of South Carolina; University of Nebraska-Lincoln; College of Engineering, Michigan State University; Bentley University; Georgetown University; University of Utah; Arizona State University; University of Wisconsin-Madison; University of Melbourne; Harvard University; Yonsei University; University of Missouri; University of Illinois at Urbana-Champaign; Michigan State University; Kelley School of Business, Indiana University; University of Pennsylvania; University of Southern California","keywords":"Front (military); Business; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09392391771141612,"gpt":0.2965799012913971,"spread":0.202655983579981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004944453,0.001049138,0.0009010741,0.003035654,0.001903627,0.00630216,0.0008248142,0.002740938,0.9039707],"category_scores_gemma":[0.002131276,0.000484013,0.000737345,0.002041281,0.0009768752,0.002374075,0.002344146,0.001246002,0.8962684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899778,"about_ca_system_score_gemma":0.001223207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132505,"about_ca_topic_score_gemma":0.002450625,"domain_scores_codex":[0.9994786,0.00003658533,0.00002350838,0.0001290358,0.0002319336,0.0001003016],"domain_scores_gemma":[0.9985012,0.0002531647,0.00009136966,0.0002215945,0.0003809932,0.00055165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005941872,0.0001089703,0.0007313502,0.0002194328,0.00001109745,0.000162929,0.00004964762,0.000114269,0.002070064,0.005704685,0.7068043,0.2839639],"study_design_scores_gemma":[0.000006281719,0.00001886874,0.001370567,0.00008072409,0.00000335448,0.00008237992,0.00004278442,0.00008669355,0.0002128186,0.001049768,0.9970407,0.000005038567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001126891,0.0008734413,0.000346563,0.001531021,0.002714021,0.00006205481,0.001004327,0.0005089496,0.9918327],"genre_scores_gemma":[0.002230278,0.0004418114,0.0001264866,0.0004151764,0.0006513437,0.00001422178,0.0003860822,0.000104128,0.9956304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09602928,"threshold_uncertainty_score":0.136974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380048902","doi":"10.2308/jmar-2021-072","title":"Unintentional Bias and Managerial Reporting","year":2023,"lang":"en","type":"article","venue":"Journal of Management Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Accounting; Audit; Accounting information system; Business; Stewardship (theology); Private information retrieval; Management accounting; Conservatism; Actuarial science; Economics; Political science","authors":[{"name":"Florin Şabac","is_ca":true},{"name":"Jie Tian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08547477921252931,"gpt":0.3364083946942724,"spread":0.250933615481743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02451582,0.0003301102,0.0004359559,0.001070453,0.0005493928,0.003804666,0.0006488558,0.000891396,0.003116343],"category_scores_gemma":[0.1902873,0.0002375515,0.0004351888,0.001245025,0.002541784,0.002087625,0.001819898,0.001529523,0.0002745277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475767,"about_ca_system_score_gemma":0.001582292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709699,"about_ca_topic_score_gemma":0.001012891,"domain_scores_codex":[0.9757056,0.01376379,0.001928626,0.001322182,0.005902653,0.001377178],"domain_scores_gemma":[0.4900362,0.3262997,0.1374735,0.02921811,0.01532027,0.0016522],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001673206,0.000554785,0.6927176,0.0006836217,0.0006423593,0.0007287811,0.005454954,0.01729518,0.00410628,0.1437059,0.00314218,0.1292952],"study_design_scores_gemma":[0.000237111,0.001189152,0.5937034,0.001013197,0.0007897111,0.001595939,0.00432792,0.05304971,0.02080074,0.3069095,0.01610985,0.0002737347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378763,0.00317148,0.01932265,0.004315012,0.0001843755,0.00007367613,0.0002769325,0.00006434829,0.03471512],"genre_scores_gemma":[0.9983793,0.0002226318,0.0008491347,0.0001124816,0.00005533052,0.000006855627,0.00002054503,0.000006531679,0.0003472052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9754842,"threshold_uncertainty_score":0.1296536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}