{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":40,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":40,"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":"a28768afd281","filters":{"venue":"Journal of accountancy online/Journal of accountancy"}},"results":[{"id":"W360905454","doi":"","title":"The Future of Corporate Sustainability Reporting: A Rapidly Growing Assurance Opportunity","year":2006,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Sustainability reporting; Business; Audit; Corporate social responsibility; Sustainability; Executive summary; Internal audit; Going concern; Public relations; Finance; Auditor's report; Political science","authors":[{"name":"Brian Ballou","is_ca":false},{"name":"Dan L. Heitger","is_ca":false},{"name":"Charles E. Landes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02209484544305315,"gpt":0.2606078818448136,"spread":0.2385130364017604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09908761,0.001314024,0.001407603,0.006066495,0.003186316,0.03102763,0.003210288,0.01194814,0.01450562],"category_scores_gemma":[0.1039012,0.0008808189,0.001145122,0.007283879,0.008835108,0.03020634,0.00633893,0.01350023,0.005197101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00734412,"about_ca_system_score_gemma":0.01906586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005178747,"about_ca_topic_score_gemma":0.00329724,"domain_scores_codex":[0.9610323,0.01855691,0.003421722,0.001760305,0.01323769,0.001991093],"domain_scores_gemma":[0.73594,0.137677,0.01652061,0.01011197,0.08088972,0.01886079],"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":[0.00005163906,0.00008179237,0.001653416,0.001045091,0.00001834314,0.0001341939,0.0008290622,0.0004928651,0.00026276,0.1328443,0.5032206,0.359366],"study_design_scores_gemma":[0.0000163974,0.00009150692,0.001661318,0.003391013,0.00001109326,0.0001712211,0.00147996,0.0008472787,0.0001645412,0.04775762,0.9443186,0.00008940183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001258222,0.1094045,0.004551381,0.8551871,0.01468754,0.00004611844,0.0001626324,0.0003340879,0.01436847],"genre_scores_gemma":[0.1137336,0.5084917,0.03547703,0.1967306,0.112666,0.0003919418,0.001271519,0.0005548363,0.03068272],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09908761,"threshold_uncertainty_score":0.5240316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W55454765","doi":"","title":"Outsourcing, Offshoring, Nearshoring: What to Do? Whether You Outsource Locally or Globally, You're Still Responsible for Client Privacy","year":2005,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Outsourcing; Business; Offshoring; Service provider; Liability; Consolidation (business); Valuation (finance); Service (business); Marketing; Finance","authors":[{"name":"Gary S. Shamis","is_ca":false},{"name":"M. Cathryn Green","is_ca":false},{"name":"Susan M. Sorensen","is_ca":false},{"name":"Donald L. Kyle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03011752882274597,"gpt":0.2947271689823583,"spread":0.2646096401596124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006295796,0.0006047777,0.0004647171,0.0007271552,0.003539816,0.01087407,0.001068672,0.002315984,0.02917258],"category_scores_gemma":[0.007988437,0.0002646564,0.0003736793,0.002143565,0.002283464,0.01006766,0.002135767,0.004128395,0.01047598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003746602,"about_ca_system_score_gemma":0.0237365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538006,"about_ca_topic_score_gemma":0.03101746,"domain_scores_codex":[0.9969561,0.0008646736,0.0002123287,0.0001712396,0.001118108,0.0006775163],"domain_scores_gemma":[0.9921629,0.001136748,0.0004810391,0.000328413,0.003291696,0.002599208],"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":[0.00001881085,0.00005284713,0.002049508,0.0006157042,0.000008201176,0.00005323262,0.0008957767,0.0001635722,0.0001378533,0.01813683,0.702597,0.2752707],"study_design_scores_gemma":[0.00001000068,0.00004603009,0.002607804,0.002448443,0.000009253919,0.00009505718,0.006837865,0.0001115792,0.0001679683,0.01317999,0.9744608,0.00002518529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004340297,0.0457197,0.004176846,0.7893201,0.01142118,0.0003070965,0.0003697578,0.0002763336,0.1440687],"genre_scores_gemma":[0.1311925,0.3264525,0.0131306,0.2043591,0.01360259,0.0005495224,0.001178543,0.0005797726,0.308955],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02917258,"threshold_uncertainty_score":0.097592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W175367679","doi":"","title":"IFRS: Coming to America: What CPAs Need to Know about the New Global GAAP","year":2007,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Accounting Theory and Financial Reporting","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; International Financial Reporting Standards; Accounting standard; Revenue recognition; Business; Valuation (finance); Revenue; Fair value; Balance sheet; Issuer; Financial accounting; Subsidiary; Finance; Accounting information system; Multinational corporation","authors":[{"name":"Lawrence M. Gill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142714913219949,"gpt":0.2877897017052573,"spread":0.2735182103832624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03062887,0.001388191,0.001207277,0.002943062,0.007031884,0.03591643,0.00441222,0.01536683,0.06777641],"category_scores_gemma":[0.06612836,0.0007030999,0.001537329,0.005406785,0.004245061,0.03684424,0.006909905,0.02093625,0.01883505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149118,"about_ca_system_score_gemma":0.07770099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05029624,"about_ca_topic_score_gemma":0.03782856,"domain_scores_codex":[0.9819247,0.004267244,0.001352381,0.001419463,0.007087959,0.003948263],"domain_scores_gemma":[0.9058282,0.01090785,0.004630914,0.004045303,0.04256996,0.03201771],"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":[0.00001953025,0.00007560319,0.0007132151,0.0001686637,0.000007416482,0.0001006584,0.0001986548,0.0001201964,0.00005370392,0.01766379,0.9315596,0.049319],"study_design_scores_gemma":[0.00001212963,0.00002616964,0.001795503,0.001222359,0.000006331114,0.00006837388,0.001749406,0.0001338745,0.00005382176,0.008820301,0.9860707,0.00004106451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001055797,0.005697847,0.0009402619,0.9403728,0.01525506,0.00009671904,0.0007462322,0.0005428596,0.03529225],"genre_scores_gemma":[0.0394341,0.03283275,0.02036039,0.7930246,0.02119092,0.000961869,0.004888511,0.001224199,0.08608265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06777641,"threshold_uncertainty_score":0.2267347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W332099910","doi":"","title":"Making the Invisible Visible: Identifying the Enablers of Future Value","year":2008,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intellectual capital; Structural capital; Relational capital; Organizational capital; Individual capital; Business; Financial capital; Economic capital; Value (mathematics); Capital (architecture); Human capital; Knowledge management; Economics; Finance; Computer science; Economic growth","authors":[{"name":"Bernard Marr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04690892205538361,"gpt":0.2806756317779199,"spread":0.2337667097225363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006143601,0.0004919837,0.0002987073,0.005802081,0.002857859,0.01219983,0.00119747,0.00120125,0.005727292],"category_scores_gemma":[0.02089965,0.0003758325,0.0005263336,0.003423,0.006237646,0.01691194,0.009464317,0.002365631,0.0006379663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218385,"about_ca_system_score_gemma":0.003880231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529707,"about_ca_topic_score_gemma":0.005123124,"domain_scores_codex":[0.9968145,0.001108692,0.0001057416,0.0002710284,0.001049287,0.0006506874],"domain_scores_gemma":[0.9857977,0.007670015,0.002684347,0.001079694,0.001541298,0.001226938],"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":[0.0001553104,0.0002156717,0.1088032,0.0006879317,0.00005634859,0.00147209,0.1707443,0.0006559216,0.002543882,0.3700143,0.009898526,0.3347524],"study_design_scores_gemma":[0.00002514451,0.0002787012,0.1588975,0.002204646,0.00009786354,0.0008807535,0.3231144,0.004820747,0.003479342,0.3347486,0.1712914,0.0001609831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7160923,0.003194988,0.03035744,0.01051533,0.0002350485,0.0002924066,0.0003516019,0.0001725984,0.2387882],"genre_scores_gemma":[0.9832454,0.001288734,0.009856191,0.0002196189,0.00003828196,0.00009423422,0.0001530842,0.00004607894,0.005058251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219983,"threshold_uncertainty_score":0.03249085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W131916135","doi":"","title":"A Global Standard for Professional Ethics: Cross-Border Business Concerns","year":2008,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethical code; Audit; Professional conduct; Accounting; Public relations; Business; Confidentiality; Code of conduct; Political science; Law","authors":[{"name":"Catherine Allen","is_ca":false},{"name":"Robert Bunting","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2297307230925061,"gpt":0.5622423576184818,"spread":0.3325116345259758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02731595,0.001101869,0.0009759273,0.002055414,0.006498519,0.01973499,0.003985208,0.02260465,0.03784898],"category_scores_gemma":[0.07615109,0.001038956,0.001229001,0.00378984,0.008152152,0.01310028,0.006348242,0.02321249,0.03156631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006340294,"about_ca_system_score_gemma":0.03022092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0146351,"about_ca_topic_score_gemma":0.01115532,"domain_scores_codex":[0.9740605,0.009145652,0.003069127,0.002135763,0.008943788,0.002645205],"domain_scores_gemma":[0.9226298,0.02832757,0.003914908,0.006601331,0.03507558,0.003450876],"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":[0.00001060104,0.00001806426,0.00009752911,0.0001180229,0.000001861169,0.00006650711,0.0004748878,0.000085329,0.00005960061,0.2166277,0.7658516,0.01658828],"study_design_scores_gemma":[0.00001232787,0.0000238152,0.0005917563,0.0008320613,0.000003071709,0.00009717393,0.0007552257,0.0001412111,0.00005878297,0.03501171,0.9624493,0.00002348295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009709183,0.006821859,0.005977063,0.531207,0.03703875,0.0005904945,0.0004622357,0.0005181533,0.4164135],"genre_scores_gemma":[0.02728617,0.008913701,0.0116036,0.4944176,0.02495166,0.002656769,0.001503909,0.0006729566,0.4279935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03784898,"threshold_uncertainty_score":0.1444622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W237797785","doi":"","title":"Market Research: Data Suggest Demand for Global Business Credential Skills","year":2001,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Credential; Revenue; Profitability index; Marketing; Business; Accounting; Public relations; Finance","authors":[{"name":"Ken Gerbetz","is_ca":false},{"name":"Robert S. Scalea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06954189485520515,"gpt":0.3495397108126277,"spread":0.2799978159574226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003720887,0.0001844594,0.0002262048,0.003559267,0.0005798888,0.001741348,0.0004819317,0.0007304769,0.03753994],"category_scores_gemma":[0.01444141,0.0001222407,0.0004091722,0.004174181,0.0008500735,0.002521911,0.001011594,0.0009230631,0.003489788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304775,"about_ca_system_score_gemma":0.0008086013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969183,"about_ca_topic_score_gemma":0.003765559,"domain_scores_codex":[0.998078,0.0003230255,0.0001868397,0.0002619578,0.000886048,0.0002641909],"domain_scores_gemma":[0.9497699,0.02825077,0.0119388,0.001288769,0.00557781,0.003173815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002483322,0.0003512015,0.9159239,0.0008256902,0.00005482913,0.0005708332,0.006905097,0.000115652,0.002018867,0.003114172,0.01525031,0.05462109],"study_design_scores_gemma":[0.00001376279,0.0002311442,0.9651557,0.0001332352,0.00001878267,0.0005511358,0.007359706,0.0001459606,0.0004594621,0.000418673,0.02549218,0.00002026277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371458,0.001410641,0.00045251,0.004312321,0.00005790393,0.0001457334,0.004400653,0.00005215896,0.05202232],"genre_scores_gemma":[0.9922503,0.0007623712,0.0003196925,0.0009247196,0.00008430165,0.00006957703,0.001795234,0.00001665796,0.003777037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03753994,"threshold_uncertainty_score":0.1255836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2209825937","doi":"","title":"Developing Finance Leaders","year":2015,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public relations; Action (physics); Action plan; Business; Management; Marketing; Political science; Economics","authors":[{"name":"Jack Hagel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08499282250669776,"gpt":0.2960744594611796,"spread":0.2110816369544818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009163758,0.0007008854,0.0003032138,0.001155437,0.006095583,0.007700895,0.001700633,0.002829217,0.0378767],"category_scores_gemma":[0.01914777,0.0004934587,0.0003826932,0.0006777433,0.002201831,0.006519426,0.007925395,0.005307043,0.01441741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139093,"about_ca_system_score_gemma":0.01677047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601939,"about_ca_topic_score_gemma":0.004900453,"domain_scores_codex":[0.9935586,0.002395782,0.0001879914,0.0005209648,0.001540148,0.001796625],"domain_scores_gemma":[0.9711034,0.001686828,0.001207966,0.0005389159,0.006168974,0.01929385],"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":[0.00003314492,0.0002100454,0.004720134,0.0001994262,0.00000920029,0.0008251155,0.01638211,0.0001318525,0.0009398093,0.03253267,0.8236607,0.1203558],"study_design_scores_gemma":[0.00002355425,0.0001217111,0.001522425,0.0003270947,0.00000496019,0.0004561034,0.01377473,0.0001423652,0.000498514,0.004470389,0.9786404,0.00001767655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06665137,0.01285845,0.02437323,0.4824088,0.03048686,0.001346951,0.0005123239,0.002199216,0.3791628],"genre_scores_gemma":[0.2884229,0.01076665,0.03696614,0.1221233,0.00306789,0.001419871,0.001121117,0.0006471007,0.5354651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0378767,"threshold_uncertainty_score":0.1267102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W598488827","doi":"","title":"How to Do as the Chinese When You're in China: Experts Provide Insight into the Culture and Customs of the World's Second-Largest Economy","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Successor cardinal; Business; Payment; Control (management); Compensation (psychology); Certainty; Economics; Marketing; Management; Finance","authors":[{"name":"Sabine Vollmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006525005859471402,"gpt":0.2251024247440894,"spread":0.218577418884618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308095,0.0004370808,0.0001894513,0.000619997,0.00812645,0.00246202,0.0004720278,0.001184251,0.01763761],"category_scores_gemma":[0.001309099,0.0001626649,0.0001439573,0.001050808,0.001848738,0.004039221,0.00145396,0.002047009,0.002096757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003824456,"about_ca_system_score_gemma":0.008395437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012809,"about_ca_topic_score_gemma":0.2844438,"domain_scores_codex":[0.9995098,0.000127693,0.00001405732,0.0000393882,0.00008123949,0.0002277885],"domain_scores_gemma":[0.9993877,0.0000878394,0.00003117723,0.00003169201,0.000152736,0.0003087748],"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":[0.00002299661,0.00006894546,0.0122571,0.000175765,0.000006105792,0.0005645881,0.2330195,0.00009526776,0.0007847001,0.02778572,0.6389977,0.08622171],"study_design_scores_gemma":[0.000005533678,0.00003547021,0.02946788,0.0002387307,0.000006883214,0.0001297747,0.2416658,0.0001526953,0.0001632842,0.001474668,0.7266275,0.00003197854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2447791,0.01266192,0.001046263,0.276899,0.00592377,0.0002492177,0.000670694,0.0001998952,0.4575703],"genre_scores_gemma":[0.5283385,0.01037059,0.001188251,0.03974388,0.0008666166,0.0001607807,0.0004136913,0.0001134645,0.4188042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1012809,"threshold_uncertainty_score":0.2013828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W243621263","doi":"","title":"Internet Telephone Services for Individuals and Small Businesses","year":2009,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Voice over IP; Landline; Phone; Telecommunications; Internet access; The Internet; Service provider; Business; Telephone line; Service (business); Broadband; Telephony; Internet privacy; Computer science; Marketing; World Wide Web","authors":[{"name":"Steven I. Oster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01491808712631301,"gpt":0.2558322502824069,"spread":0.2409141631560938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005906775,0.0005694189,0.000348414,0.00065371,0.002639286,0.003348525,0.0005441194,0.002159015,0.2365531],"category_scores_gemma":[0.003939435,0.0001591588,0.0001953717,0.001131154,0.0004138924,0.003357667,0.003075628,0.001535904,0.228671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007332733,"about_ca_system_score_gemma":0.003073023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157115,"about_ca_topic_score_gemma":0.004535983,"domain_scores_codex":[0.9992419,0.0001335591,0.00003224225,0.00006448231,0.0003494718,0.0001782959],"domain_scores_gemma":[0.9984112,0.0001684811,0.00006704599,0.0002328568,0.0005416535,0.0005787694],"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":[0.00001029493,0.00003228661,0.0002862336,0.00006494852,0.000001396687,0.00008574218,0.0001901209,0.00001724092,0.0003000226,0.005101515,0.8619706,0.1319396],"study_design_scores_gemma":[0.000003557773,0.00001434521,0.0005041885,0.00005647966,0.000001071183,0.00009857595,0.0001664876,0.00002033252,0.00002985326,0.0007135628,0.9983892,0.000002359909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002073887,0.005136815,0.001508189,0.0205924,0.002772211,0.00024229,0.0006670589,0.001372708,0.9656344],"genre_scores_gemma":[0.02032912,0.009278218,0.002525514,0.01116205,0.001795859,0.000296179,0.001298142,0.0003736292,0.9529413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2365531,"threshold_uncertainty_score":0.791349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994245200","doi":"","title":"Mastering the Payment Card Industry Standard: Private Framework Seeks to Shield Credit and Debit Card Account Information","year":2008,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Debit card; Card security code; Business; Credit card; Payment processor; Payroll; Payment card; Payment; Data breach; ATM card; Computer security; Finance; Accounting; Computer science","authors":[{"name":"Bruce Sussman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01590755686827032,"gpt":0.2504652047495065,"spread":0.2345576478812362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005862359,0.000991528,0.0004399366,0.001652643,0.004326454,0.01036107,0.00297961,0.01549885,0.04613053],"category_scores_gemma":[0.01308877,0.0009393852,0.0007846151,0.001614875,0.002720503,0.006318479,0.002426606,0.01087947,0.02834336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004343417,"about_ca_system_score_gemma":0.01696916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03501106,"about_ca_topic_score_gemma":0.03756164,"domain_scores_codex":[0.9944472,0.0006011307,0.0003939256,0.0007948895,0.002559408,0.001203404],"domain_scores_gemma":[0.9905062,0.002124498,0.0005590974,0.0008013996,0.005177095,0.0008316801],"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":[0.00002645669,0.00004527409,0.0003716476,0.00006779809,0.000003475888,0.000130208,0.0002043094,0.00009729296,0.000396224,0.1034074,0.8746424,0.02060748],"study_design_scores_gemma":[0.00002102725,0.00005711397,0.001885739,0.0001359298,0.000005676289,0.00008923539,0.0001854236,0.0001398602,0.0002365555,0.003565695,0.9936528,0.00002504281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002487686,0.003408632,0.003026714,0.07118315,0.01078437,0.0008943851,0.0009348749,0.001040832,0.9062394],"genre_scores_gemma":[0.0274273,0.003177266,0.002998917,0.06383206,0.005472234,0.0006978608,0.0009370337,0.0002919642,0.8951654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04613053,"threshold_uncertainty_score":0.154322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1548248608","doi":"","title":"Technology Q&A","year":2004,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Typeface; SAFER; Computer science; Graphics; World Wide Web; Computer graphics (images); Computer security; Operating system","authors":[{"name":"Stanley Zarowin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138823655882218,"gpt":0.3108928156040115,"spread":0.2995045790451893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004942068,0.001314647,0.0009127485,0.001843468,0.004799969,0.01832088,0.00221749,0.006908384,0.8040296],"category_scores_gemma":[0.01988032,0.0008620778,0.001481193,0.002264556,0.002167601,0.01182651,0.005521282,0.004674433,0.7772294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004951617,"about_ca_system_score_gemma":0.01168487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006058647,"about_ca_topic_score_gemma":0.006860713,"domain_scores_codex":[0.9948432,0.0007200876,0.0002325211,0.0007109138,0.002701502,0.000791672],"domain_scores_gemma":[0.984209,0.00147147,0.0003241012,0.002346033,0.008538148,0.003111327],"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":[0.00001208614,0.00002695202,0.00009553752,0.00008575199,0.000002412497,0.0000535472,0.00006747171,0.00003038049,0.0001831783,0.006658816,0.9466082,0.04617555],"study_design_scores_gemma":[0.000004357702,0.00001325303,0.0001812867,0.00005184959,8.58693e-7,0.00004541501,0.00009259096,0.00002874117,0.00006545264,0.001316132,0.9981946,0.000005472567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003785544,0.0007494219,0.002709496,0.01671994,0.007912468,0.0003794633,0.001103956,0.002064034,0.9679826],"genre_scores_gemma":[0.002180551,0.0007471693,0.00106184,0.004104623,0.0008108844,0.0001745273,0.0006129844,0.0006137741,0.9896937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8040296,"threshold_uncertainty_score":0.279528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W284857497","doi":"","title":"The Future Has Never Looked Brighter: Three International Leaders Representing Accountants in Business and Industry Talk about the Profession","year":2005,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Management accounting; Accounting; Globe; Management; Business; Economics; Political science","authors":[{"name":"Peter D. Fleming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01994748718582642,"gpt":0.2652278390738837,"spread":0.2452803518880573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005674066,0.001103269,0.0006230762,0.001298242,0.02308159,0.01848313,0.001092547,0.01095127,0.01255177],"category_scores_gemma":[0.008382958,0.0006378207,0.000965256,0.001359881,0.0106763,0.01682274,0.01011704,0.01818901,0.00452972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005653799,"about_ca_system_score_gemma":0.00786755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00881918,"about_ca_topic_score_gemma":0.02396584,"domain_scores_codex":[0.9958628,0.001300195,0.0001041001,0.0004609418,0.0009201901,0.001351765],"domain_scores_gemma":[0.9922562,0.001296613,0.0005135089,0.0003418088,0.00174759,0.003844337],"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":[0.00006810605,0.00004316659,0.001629889,0.000134228,0.00001859456,0.0005315669,0.03456381,0.00002454922,0.0007213397,0.01546359,0.9137235,0.03307754],"study_design_scores_gemma":[0.000005176335,0.00003293081,0.001817266,0.0002343725,0.00001008954,0.0005191525,0.03932916,0.00002291354,0.0001307545,0.001801492,0.9560633,0.00003344039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007530277,0.01788589,0.000710976,0.8811783,0.05932149,0.0000158728,0.00004594403,0.0001773339,0.03313391],"genre_scores_gemma":[0.1701043,0.0147379,0.001443035,0.5782183,0.02449891,0.0000852134,0.0001845109,0.0004929218,0.210235],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02308159,"threshold_uncertainty_score":0.0419898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W136008660","doi":"","title":"Taking Account of History: How Much and How Little Have Changed in a Century","year":2004,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Centennial; Audit; Government (linguistics); Accounting; Political science; History; Business","authors":[{"name":"Anita Dennis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02224449398708227,"gpt":0.2262807522434734,"spread":0.2040362582563912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005485038,0.0007592418,0.001229422,0.004052217,0.008257411,0.019268,0.001404562,0.00465736,0.0113694],"category_scores_gemma":[0.02103632,0.0003822385,0.0004248492,0.006389523,0.02433711,0.02845612,0.004856929,0.009028587,0.002356757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007095437,"about_ca_system_score_gemma":0.006955946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127176,"about_ca_topic_score_gemma":0.02404645,"domain_scores_codex":[0.9949826,0.00257136,0.0002543404,0.0008181993,0.0008332494,0.0005402178],"domain_scores_gemma":[0.9876751,0.007122672,0.0008715764,0.0008259824,0.001755906,0.001748822],"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":[0.0001887818,0.00006167848,0.004419983,0.00305143,0.0001141634,0.0004423857,0.104067,0.0001836656,0.0003735337,0.1797988,0.3760241,0.3312745],"study_design_scores_gemma":[0.000004101445,0.00001621105,0.001258698,0.003237025,0.00001395832,0.0001464424,0.01772216,0.00002012121,0.00004757771,0.03180886,0.9456998,0.00002509114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004416565,0.5840324,0.0006816998,0.3591078,0.021004,0.00001038052,0.0002734454,0.00005016853,0.03042362],"genre_scores_gemma":[0.1509169,0.5744146,0.001708413,0.2019908,0.03846193,0.00007593349,0.0004732728,0.0002737155,0.0316844],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.019268,"threshold_uncertainty_score":0.05148125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W255576673","doi":"","title":"What's Your Privacy IQ? Test Your Legislative Knowledge","year":2012,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Identity theft; Personally identifiable information; Credit card; Data breach; Internet privacy; Business; Information privacy law; Information privacy; Phone; Computer security; Law; Privacy policy; Payment; Computer science; Political science","authors":[{"name":"Nancy A. Cohen","is_ca":false},{"name":"Marilyn Prosch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05248211163367834,"gpt":0.3432134335711421,"spread":0.2907313219374638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02949494,0.0007863977,0.001073543,0.001919084,0.01193906,0.01480848,0.004791287,0.01897433,0.07022023],"category_scores_gemma":[0.1420623,0.0006592124,0.001576208,0.00174788,0.01114596,0.0284669,0.006189023,0.02441862,0.03089439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599804,"about_ca_system_score_gemma":0.02163882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403414,"about_ca_topic_score_gemma":0.01116193,"domain_scores_codex":[0.9792858,0.007585523,0.001076145,0.001413659,0.007427063,0.003211813],"domain_scores_gemma":[0.9104556,0.0315077,0.002415493,0.006377476,0.04192349,0.007320329],"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":[0.00002745284,0.0000942528,0.0008699705,0.0001743783,0.000009311044,0.0002188325,0.001807713,0.00008083949,0.0001443432,0.07997856,0.8732454,0.043349],"study_design_scores_gemma":[0.0000154015,0.00004873971,0.0009595551,0.001659483,0.00001868205,0.0002816329,0.005150729,0.0001880194,0.0002503424,0.02547508,0.9659074,0.00004514371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007545588,0.002263763,0.001150023,0.9180301,0.01207615,0.00006428385,0.000148926,0.0001341048,0.06537807],"genre_scores_gemma":[0.0302524,0.006245088,0.006500615,0.8493556,0.009696734,0.000563253,0.0004725653,0.0003378668,0.09657595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07022023,"threshold_uncertainty_score":0.2349101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W129750059","doi":"","title":"When the Boss Trumps Internal Controls: What a Difference a Hotline, a Routine Audit and the Right Reporting Chain Could Have Made","year":2006,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Law; Reputation; Audit; Credit card; Receipt; Advertising; Business; Political science; Payment; Finance; Accounting","authors":[{"name":"Joseph T. Wells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401460776415954,"gpt":0.2571871154077152,"spread":0.2431725076435556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02061453,0.0008154763,0.0007806832,0.001611827,0.009851471,0.03043384,0.002149824,0.005641962,0.02111714],"category_scores_gemma":[0.06396828,0.000902254,0.0005865573,0.001792071,0.01652677,0.03146781,0.005606943,0.01265072,0.01190725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00814977,"about_ca_system_score_gemma":0.01034177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554277,"about_ca_topic_score_gemma":0.01338745,"domain_scores_codex":[0.96853,0.009624316,0.001080563,0.003318079,0.0113907,0.006056294],"domain_scores_gemma":[0.9611984,0.00751853,0.004425365,0.006739734,0.01224762,0.00787043],"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":[0.000147565,0.0001089281,0.009491905,0.0002182179,0.00005926981,0.0004799772,0.01127553,0.0001356729,0.001000394,0.126891,0.6833048,0.1668866],"study_design_scores_gemma":[0.00003627207,0.0001373273,0.007108632,0.001348111,0.00004279556,0.0006744733,0.02610443,0.0002970651,0.001786579,0.0496016,0.9126595,0.000203182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0207722,0.01013299,0.01451066,0.7830999,0.01514152,0.00009612506,0.0002046657,0.001176027,0.1548658],"genre_scores_gemma":[0.5064292,0.01025467,0.01022051,0.2801744,0.01021885,0.0001212638,0.0003198671,0.002410396,0.1798508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03043384,"threshold_uncertainty_score":0.1090214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W767894948","doi":"","title":"Survey Spotlights Need for Data and Security Strategies: Organizations Must Know Where Their Critical Information Is Stored, Moved, and Processed","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Asset (computer security); Sophistication; Confidentiality; Information technology; The Internet; Public relations; Phone; Internet privacy; Computer security; Computer science; Political science","authors":[{"name":"Jeff Drew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01544367431344781,"gpt":0.2773332087351453,"spread":0.2618895344216975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003686621,0.0002512567,0.0002381016,0.001954506,0.001620535,0.002857171,0.0003983509,0.000818179,0.01478974],"category_scores_gemma":[0.01154418,0.0001913329,0.0002913317,0.003188176,0.0006753744,0.002177639,0.001483785,0.001733067,0.002909466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045788,"about_ca_system_score_gemma":0.008089176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03888048,"about_ca_topic_score_gemma":0.08019718,"domain_scores_codex":[0.9973029,0.000449756,0.0002490846,0.0001783956,0.001277066,0.0005427696],"domain_scores_gemma":[0.9783751,0.003554951,0.002068213,0.0007794002,0.01179398,0.003428234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000732437,0.0001216065,0.2314222,0.0007172507,0.00002653526,0.00007604941,0.006335363,0.00009307776,0.001128844,0.004246214,0.6457032,0.1100564],"study_design_scores_gemma":[0.00001499098,0.000198355,0.45089,0.0006132597,0.00002510173,0.00009957188,0.05865225,0.000261301,0.0007595703,0.001195024,0.4872381,0.0000523827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012528,0.003144262,0.003893716,0.1810834,0.002815269,0.000661717,0.02785134,0.0005424594,0.1787551],"genre_scores_gemma":[0.8905845,0.005158162,0.004337792,0.03795556,0.001299115,0.00085628,0.01657191,0.0001241051,0.0431125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03888048,"threshold_uncertainty_score":0.0773083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W112047905","doi":"","title":"A Napster for Financial Data? A Boon to Financial Planners and Individual Investors","year":2003,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Finance; XBRL; Business; Audit trail; Economics; Audit; Accounting","authors":[{"name":"Stanley Zarowin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06339186969318215,"gpt":0.2906455470458483,"spread":0.2272536773526661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02954295,0.002059401,0.00223895,0.007079998,0.006555194,0.03015445,0.004773061,0.01355372,0.1444384],"category_scores_gemma":[0.1159862,0.001973351,0.001688171,0.007448824,0.01414773,0.1027709,0.01801329,0.02891324,0.1005931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004061931,"about_ca_system_score_gemma":0.00617322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747628,"about_ca_topic_score_gemma":0.004509151,"domain_scores_codex":[0.9796444,0.007968759,0.001595922,0.002144212,0.007447185,0.00119939],"domain_scores_gemma":[0.8968884,0.04144554,0.004674192,0.01824839,0.02071749,0.01802597],"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":[0.00003556959,0.00002128177,0.0002129952,0.00009554788,0.000007914125,0.00006314166,0.0004856706,0.00001972583,0.000113088,0.01301601,0.9628966,0.02303242],"study_design_scores_gemma":[0.00001428111,0.00001305463,0.0001449152,0.0003256786,0.000003690975,0.0001752991,0.001156011,0.00004904348,0.00005639242,0.01104304,0.9869865,0.00003215988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003894007,0.01203878,0.01070097,0.916114,0.02951612,0.0001000083,0.001532594,0.00211545,0.02749259],"genre_scores_gemma":[0.0172104,0.02845148,0.04950977,0.6096892,0.05364115,0.0005865305,0.004003438,0.006191085,0.2307169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1444384,"threshold_uncertainty_score":0.4831946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W806544168","doi":"","title":"Global R&D Incentives Compared","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taxpayer; Tax credit; Tax deduction; Business; Incentive; Economics; Tax exemption; Tax incentive; Actuarial science; Finance; Accounting; Public economics; State income tax; Tax reform; Gross income; Microeconomics; Macroeconomics; Law","authors":[{"name":"Laughlin Cutler","is_ca":false},{"name":"Douglas M. Sayuk","is_ca":false},{"name":"Camille Shoff","is_ca":false},{"name":"Clifton Douglas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03029376555893856,"gpt":0.265665362039703,"spread":0.2353715964807644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004675909,0.00107755,0.0007871616,0.004164986,0.001061253,0.006857406,0.0009777099,0.001549586,0.1066201],"category_scores_gemma":[0.006795671,0.0003375291,0.001184133,0.004660634,0.0009484866,0.002574609,0.005000775,0.002091443,0.02573757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889302,"about_ca_system_score_gemma":0.007036456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631978,"about_ca_topic_score_gemma":0.004172419,"domain_scores_codex":[0.9947119,0.0009740133,0.0001968363,0.001048948,0.001902011,0.001166371],"domain_scores_gemma":[0.9947789,0.0006626187,0.0005264783,0.0009876979,0.002122847,0.0009214305],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000751514,0.000251969,0.007713542,0.001108817,0.0001674945,0.0001998597,0.0003906519,0.003218914,0.002159438,0.4632402,0.2176059,0.3031917],"study_design_scores_gemma":[0.0001244172,0.0002131163,0.01107711,0.0002719054,0.00009000841,0.0001592352,0.0002386461,0.0003916542,0.001581791,0.01496365,0.9708594,0.00002897672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01707328,0.004500506,0.003606882,0.005404459,0.001486367,0.0002041045,0.005037699,0.0009500502,0.9617366],"genre_scores_gemma":[0.4480156,0.009988823,0.01179162,0.01520138,0.001441389,0.001053166,0.01671963,0.000896059,0.4948924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9953241,"threshold_uncertainty_score":0.3566799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W899584101","doi":"","title":"Optimism Grew Again in Q3, Spread across Industries","year":2009,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Optimism; Pessimism; Quarter (Canadian coin); Recession; Real estate; Economic recovery; Economics; Business cycle; Demographic economics; Business; Finance; Psychology; Geography; Social psychology; Macroeconomics","authors":[{"name":"Megan M. Pinkston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0234621432673511,"gpt":0.2844853329660804,"spread":0.2610231896987293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003480048,0.0002279324,0.0002880989,0.0009860412,0.001663307,0.002202157,0.0006345865,0.00142556,0.02770507],"category_scores_gemma":[0.01672971,0.0002740128,0.0008046182,0.0009864743,0.001061023,0.002500362,0.002277586,0.004129381,0.004979606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857546,"about_ca_system_score_gemma":0.002867785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392864,"about_ca_topic_score_gemma":0.01813138,"domain_scores_codex":[0.9978662,0.0004125213,0.0001637736,0.0002459006,0.0007697546,0.0005418196],"domain_scores_gemma":[0.9863988,0.002139212,0.002688062,0.0004971069,0.004486468,0.003790327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005736413,0.0005277097,0.4097936,0.0006187134,0.0001188263,0.0009400672,0.04375667,0.0004501618,0.002143152,0.007117963,0.2810513,0.2529083],"study_design_scores_gemma":[0.0001109586,0.0006194292,0.6902702,0.0007974326,0.00003905665,0.0008240321,0.03469554,0.0005076235,0.0006268169,0.003732902,0.2676354,0.0001405012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7711733,0.001636379,0.003137767,0.07435017,0.00261924,0.0006282021,0.007823823,0.000597129,0.138034],"genre_scores_gemma":[0.9254776,0.001067208,0.001972635,0.01750371,0.0005304728,0.0003958201,0.001673873,0.0001314749,0.0512472],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02770507,"threshold_uncertainty_score":0.09268272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W827393476","doi":"","title":"How to Network and Find New Clients across Borders: Test Whether You Have the Traditional Skills and Social Media Savvy to Land International Business Opportunities","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subsidiary; Social media; Revenue; Public relations; Business; Marketing; Accounting; Multinational corporation; Political science; Finance; Law","authors":[{"name":"Sabine Vollmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03200160599019075,"gpt":0.2649464362778908,"spread":0.2329448302877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01186605,0.0005404647,0.0003639041,0.0009959973,0.004231055,0.004508825,0.001972723,0.003035107,0.02665129],"category_scores_gemma":[0.05163651,0.0003591132,0.0005226628,0.001398549,0.002667108,0.01316518,0.003652969,0.002104946,0.01059907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173339,"about_ca_system_score_gemma":0.004893212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880191,"about_ca_topic_score_gemma":0.02707632,"domain_scores_codex":[0.9950771,0.00234366,0.0002248552,0.0004476819,0.001242236,0.0006644657],"domain_scores_gemma":[0.9579478,0.01826277,0.003101633,0.003057224,0.01326342,0.004367077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000707996,0.005542957,0.1394753,0.0008546588,0.0000752725,0.0007787907,0.06423197,0.0009559782,0.004402155,0.01779844,0.2985652,0.4666112],"study_design_scores_gemma":[0.000466546,0.007127338,0.1984336,0.002711979,0.0001898406,0.0009038258,0.3662717,0.007553635,0.009951566,0.02624259,0.3797544,0.0003929299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4318477,0.0005554229,0.01506286,0.1079416,0.0007205815,0.004061319,0.001925189,0.0008147177,0.4370707],"genre_scores_gemma":[0.8470068,0.001117364,0.04759412,0.02580491,0.0001594758,0.006563096,0.00130356,0.0001970257,0.07025363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02665129,"threshold_uncertainty_score":0.08915746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W267594391","doi":"","title":"GAPP Targets Privacy Risks: Principles Provide a Comprehensive, Scalable Framework for Managing Compliance and Reputation Threats","year":2011,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Health Insurance Portability and Accountability Act; Information privacy; Privacy law; Personally identifiable information; Legislation; Privacy policy; Enforcement; Data Protection Act 1998; Internet privacy; Privacy by Design; Computer security; Confidentiality; Law; Computer science; Political science","authors":[{"name":"Dan Schroeder","is_ca":false},{"name":"Nancy A. Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1765593508558192,"gpt":0.3899323266477342,"spread":0.213372975791915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03684437,0.001660504,0.001279632,0.004953386,0.004026362,0.01759554,0.005764129,0.009496453,0.02141088],"category_scores_gemma":[0.05443515,0.001944922,0.002923617,0.003494718,0.005071289,0.02060476,0.01529718,0.01176713,0.01518886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004507639,"about_ca_system_score_gemma":0.02105493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006889018,"about_ca_topic_score_gemma":0.00572988,"domain_scores_codex":[0.9646266,0.01082566,0.003291568,0.002342891,0.01565462,0.003258649],"domain_scores_gemma":[0.9621272,0.01180632,0.003314419,0.008442538,0.01169292,0.002616666],"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":[0.00003644628,0.0002050825,0.00239851,0.0004584907,0.00005476825,0.0005316003,0.0009849559,0.01382866,0.001032541,0.6409724,0.1815657,0.1579309],"study_design_scores_gemma":[0.00005175042,0.0001190635,0.00115157,0.001000305,0.00005454332,0.0005116637,0.0007987167,0.03848672,0.00236482,0.3216399,0.6336848,0.0001361797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003366283,0.001103014,0.7147988,0.03491017,0.0006969531,0.002790122,0.001464446,0.01102492,0.2298453],"genre_scores_gemma":[0.139327,0.003094485,0.7387529,0.01726128,0.001355546,0.004535496,0.003312689,0.002982387,0.08937814],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03684437,"threshold_uncertainty_score":0.194854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W182289913","doi":"","title":"More Talk, More Action: A Changing Role for Corporate Boards and CPAs","year":2005,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Audit committee; Audit; Internal audit; Business; Chief audit executive; Joint audit; Public relations; External auditor; Charter; Political science; Law","authors":[{"name":"Karen M Kroll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03345262060993979,"gpt":0.2829246131169907,"spread":0.2494719925070509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06085959,0.0009700684,0.0009320058,0.002434286,0.01177017,0.02848435,0.003880707,0.01281521,0.05616428],"category_scores_gemma":[0.08114601,0.001081862,0.0009161121,0.002380379,0.0137692,0.0276202,0.01453934,0.02534802,0.01087192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173455,"about_ca_system_score_gemma":0.0299037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007548552,"about_ca_topic_score_gemma":0.01032732,"domain_scores_codex":[0.9309933,0.04517716,0.001822818,0.003519455,0.01134941,0.007137879],"domain_scores_gemma":[0.8188563,0.04753031,0.006967808,0.007198853,0.0247078,0.09473893],"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":[0.00007984548,0.0002177728,0.001702958,0.0001973825,0.00001794558,0.0001854081,0.006845346,0.00016598,0.0002242337,0.08825721,0.7534012,0.1487047],"study_design_scores_gemma":[0.00005499029,0.00008755426,0.001557765,0.000488111,0.000007612329,0.000116874,0.007312033,0.000234924,0.0001015809,0.02023885,0.9697552,0.00004458387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003502174,0.005475366,0.00398081,0.9232116,0.01583599,0.00007858751,0.00003985456,0.0004461194,0.04742951],"genre_scores_gemma":[0.2671358,0.01736296,0.01745288,0.5252712,0.02567726,0.0008895717,0.0002561895,0.001530161,0.1444239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06085959,"threshold_uncertainty_score":0.3218601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W273985347","doi":"","title":"Determining the Form of Doing Business in Canada; Unexpected Problems for Companies Operating as LLCs","year":2002,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Economics; Finance","authors":[{"name":"Nicholas J. Fiore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02652977564532948,"gpt":0.2253894967978028,"spread":0.1988597211524734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003469691,0.0001853413,0.0002451688,0.001850165,0.01109543,0.0053302,0.001886489,0.00175814,0.004044822],"category_scores_gemma":[0.0173813,0.0003463831,0.0002132903,0.003436275,0.002657364,0.001447069,0.001570448,0.002370759,0.0003900677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1055845,"about_ca_system_score_gemma":0.128765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966909,"about_ca_topic_score_gemma":0.9989727,"domain_scores_codex":[0.9949675,0.0003983401,0.0001425309,0.0003208604,0.0024239,0.001746771],"domain_scores_gemma":[0.974924,0.002882694,0.002017978,0.0004881907,0.01321278,0.00647436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000503149,0.0002559649,0.7756317,0.0001038268,0.00004684359,0.001287847,0.0429651,0.002178025,0.001352711,0.02751917,0.05635165,0.09180401],"study_design_scores_gemma":[0.00004068487,0.00009556737,0.7790082,0.0001616491,0.00004269507,0.0002406241,0.1308642,0.004759488,0.001433941,0.002532742,0.0807034,0.0001168455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637123,0.0004054521,0.0003260293,0.01146233,0.00004128211,0.00007661367,0.001093308,0.00003141788,0.02285129],"genre_scores_gemma":[0.9869289,0.0001742246,0.0003121235,0.0005246375,0.000007938991,0.00001545065,0.0002517619,0.00001214554,0.01177274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055845,"threshold_uncertainty_score":0.7660726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W346638452","doi":"","title":"P&G Appeals Deduction Denial","year":2009,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taxable income; Payment; Business; Economics; Finance; Accounting","authors":[{"name":"Jean T. Wells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771403447450958,"gpt":0.2518320720736438,"spread":0.2341180375991342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005270293,0.00102989,0.00086652,0.002428367,0.008292606,0.006977193,0.003864267,0.02036722,0.0400674],"category_scores_gemma":[0.02815223,0.001030846,0.001638454,0.00183167,0.002392316,0.002946126,0.005444773,0.01770882,0.012689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006698458,"about_ca_system_score_gemma":0.01098526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0502652,"about_ca_topic_score_gemma":0.04633302,"domain_scores_codex":[0.9901084,0.0007554993,0.000412151,0.001499939,0.004750854,0.002473163],"domain_scores_gemma":[0.9931994,0.002793571,0.0002343816,0.0007953345,0.002360402,0.0006168946],"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":[0.0001771894,0.0002494745,0.003173716,0.00009578571,0.00005247363,0.004126936,0.000927767,0.0004078661,0.001213176,0.2474551,0.7131904,0.02893014],"study_design_scores_gemma":[0.0001426934,0.0001569876,0.006799707,0.0001971431,0.0001018244,0.001181134,0.0008647001,0.001703519,0.001693906,0.04064586,0.946395,0.0001175536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04002414,0.001157119,0.003189563,0.07360115,0.008252255,0.0006615848,0.001853126,0.001041984,0.8702191],"genre_scores_gemma":[0.2742775,0.001189042,0.00264432,0.1815069,0.004346347,0.0006984185,0.001726322,0.000339071,0.5332721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0502652,"threshold_uncertainty_score":0.1340388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992227455","doi":"","title":"Before the Deluge-And After: CPAs Can Help Clients Prepare to Pick Up the Pieces When Mother Nature Hits Hard","year":2003,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Downtown; nobody; Flood myth; Population; Tribute; Archaeology; History; Sociology; Demography","authors":[{"name":"Sarah Phelan","is_ca":false},{"name":"Michael Hayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007291713144904366,"gpt":0.2272194876196258,"spread":0.2199277744747214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321129,0.0009911096,0.0003753704,0.000468339,0.01793611,0.006443229,0.00176209,0.004968953,0.1937112],"category_scores_gemma":[0.006207339,0.000757408,0.0003632607,0.0008604705,0.002328043,0.007138884,0.01060718,0.009662849,0.06136913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756091,"about_ca_system_score_gemma":0.01145173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02639089,"about_ca_topic_score_gemma":0.08865857,"domain_scores_codex":[0.9986506,0.0002609607,0.00002414525,0.0001111318,0.0002306377,0.0007225429],"domain_scores_gemma":[0.9944454,0.000278605,0.0001776781,0.0001821298,0.0005725211,0.004343794],"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":[0.00002679727,0.0001771618,0.001049432,0.0000436191,0.000002772256,0.0005134523,0.004280414,0.0000231885,0.0001484466,0.00104052,0.9437231,0.04897114],"study_design_scores_gemma":[0.00001948298,0.00005247878,0.003502113,0.0001444813,0.00000456257,0.000689639,0.04149076,0.00005934428,0.0001548425,0.001348079,0.9524956,0.00003862939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03946813,0.002948817,0.005981449,0.3085651,0.006851678,0.0008429444,0.001061182,0.005181093,0.6290996],"genre_scores_gemma":[0.1775749,0.004725833,0.01125118,0.07589545,0.0009359131,0.001009742,0.0008582915,0.001454555,0.7262942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1937112,"threshold_uncertainty_score":0.6480286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2242429047","doi":"","title":"Don't Let Foreign Currency Fluctuations Impair Performance Measurements: Companies Need to Determine the Best Approach for Translating Financial Statements to Show True Operating Performance","year":2015,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Currency; Liberian dollar; Economics; Quarter (Canadian coin); Income statement; Monetary economics; U.S. Dollar Index; Business; Balance sheet; Accounting; Finance; Us dollar","authors":[{"name":"Mark D. Mishler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0989173914759005,"gpt":0.313860661474848,"spread":0.2149432699989475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009307489,0.0008048199,0.0005357994,0.001206516,0.002291598,0.009549824,0.001302412,0.003403183,0.02479864],"category_scores_gemma":[0.08299834,0.0003641076,0.0005895206,0.002320866,0.002941774,0.01143168,0.001819774,0.004551436,0.02007089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077659,"about_ca_system_score_gemma":0.004099376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009857472,"about_ca_topic_score_gemma":0.0112724,"domain_scores_codex":[0.9920639,0.002339932,0.0006732992,0.0003577912,0.004115984,0.0004490303],"domain_scores_gemma":[0.9550798,0.01113773,0.004404874,0.003192232,0.02490653,0.001278803],"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":[0.0001011476,0.00005120693,0.003037006,0.0002750723,0.00002175321,0.0002089387,0.00131099,0.0002771343,0.001233639,0.0237964,0.7681825,0.2015042],"study_design_scores_gemma":[0.00005161732,0.0003533783,0.01704387,0.002266539,0.0000390716,0.0007456711,0.005079803,0.001339479,0.00354826,0.025485,0.9438451,0.0002021627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01921574,0.01118419,0.02778674,0.5105481,0.0360448,0.0004871181,0.002107313,0.004874555,0.3877514],"genre_scores_gemma":[0.390864,0.02394317,0.09842666,0.2900908,0.02095293,0.001145322,0.003452586,0.00559401,0.1655305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02479864,"threshold_uncertainty_score":0.08295971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W249071916","doi":"","title":"Common-Law Mailbox Rule Reopened","year":2008,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Law; Business; Excise; Economics; Finance; Political science","authors":[{"name":"Karyn Bybee Friske","is_ca":false},{"name":"Darlene Pulliam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02736087755303936,"gpt":0.2651350223546865,"spread":0.2377741448016471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0115078,0.0009581019,0.001429656,0.001937398,0.007011988,0.01270289,0.005195127,0.03385244,0.05791426],"category_scores_gemma":[0.04021817,0.001373333,0.002234588,0.001020628,0.003516125,0.00526628,0.004054082,0.0178322,0.04483089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009076469,"about_ca_system_score_gemma":0.01259599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03975642,"about_ca_topic_score_gemma":0.04064989,"domain_scores_codex":[0.9796709,0.002114589,0.002047897,0.004171745,0.007785384,0.004209485],"domain_scores_gemma":[0.9783574,0.009156669,0.0006612958,0.003162248,0.007884281,0.000778131],"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":[0.0002425734,0.0002821355,0.002187475,0.0001127515,0.00002998999,0.0018961,0.001276516,0.0003641313,0.002491192,0.3317859,0.6219254,0.03740586],"study_design_scores_gemma":[0.0001501569,0.0001729288,0.002577636,0.000326475,0.00007365409,0.0004575271,0.0007786759,0.001874664,0.002832336,0.01972199,0.9708703,0.0001635731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03157337,0.00105878,0.02030615,0.0681082,0.01702941,0.002014588,0.002475093,0.007343287,0.8500911],"genre_scores_gemma":[0.1504912,0.0003384856,0.007173753,0.1372423,0.003825065,0.001104332,0.000814238,0.0009906214,0.6980201],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05791426,"threshold_uncertainty_score":0.1937425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W846852488","doi":"","title":"CPA Canada: Frequently Asked Questions on Canada's Accounting Profession Consolidation","year":2014,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Certification; China; Political science; Consolidation (business); Law; Business","authors":[{"name":"Mat Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01009111673510247,"gpt":0.2388381608798454,"spread":0.228747044144743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006601001,0.0004295904,0.0005080514,0.00275649,0.04590312,0.01077802,0.003120378,0.01671975,0.02357349],"category_scores_gemma":[0.02920909,0.0005406894,0.000683932,0.006097692,0.007684942,0.005535792,0.00488833,0.009387791,0.001875226],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1158262,"about_ca_system_score_gemma":0.1651425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784533,"about_ca_topic_score_gemma":0.9843609,"domain_scores_codex":[0.9917448,0.0007855689,0.0002969761,0.0005587583,0.003102757,0.003511141],"domain_scores_gemma":[0.9746066,0.006924807,0.001019775,0.0003934694,0.01029063,0.00676472],"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":[0.0000167851,0.0000201471,0.003945012,0.00007681157,0.000004775995,0.000446526,0.008130982,0.00006467103,0.0001219441,0.02989734,0.9444104,0.01286465],"study_design_scores_gemma":[0.00001595092,0.0000119781,0.01483944,0.0003730069,0.000006246147,0.0002493847,0.0622713,0.0002453163,0.00009830745,0.004416442,0.9173731,0.00009954628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01755702,0.004576034,0.0003749157,0.868287,0.00358926,0.0001079999,0.001486607,0.0001023592,0.1039188],"genre_scores_gemma":[0.280582,0.006511455,0.001068277,0.5574502,0.002086364,0.0002711443,0.001305044,0.0002058374,0.1505199],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8841738,"threshold_uncertainty_score":0.8403819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W214066347","doi":"","title":"The Station Never Sleeps","year":2000,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Finance; Treasury; Portfolio; Marketing","authors":[{"name":"Jeff McKinney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624286710958278,"gpt":0.3020066469201896,"spread":0.2757637798106068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001039824,0.001072706,0.000766955,0.001116412,0.004948286,0.008819104,0.001681817,0.003565944,0.6726248],"category_scores_gemma":[0.004952784,0.0005532309,0.0007158602,0.0008003024,0.001276022,0.006713361,0.007388161,0.005607582,0.550686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441937,"about_ca_system_score_gemma":0.002282798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876373,"about_ca_topic_score_gemma":0.007949613,"domain_scores_codex":[0.9985728,0.0001999591,0.00006495736,0.0003177052,0.0005130747,0.0003314786],"domain_scores_gemma":[0.9968168,0.000202991,0.0001038824,0.0005280718,0.001058,0.001290309],"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":[0.00002975664,0.00002172873,0.000120948,0.00004221261,0.000003424454,0.00009305058,0.0001581418,0.00001085769,0.0001576404,0.003664929,0.9580022,0.03769513],"study_design_scores_gemma":[0.000002361203,0.000005317745,0.00008295284,0.00002389026,8.925609e-7,0.0000443464,0.0001363893,0.000007981214,0.00002308186,0.0003151489,0.9993542,0.000003488361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001033072,0.00174735,0.001818584,0.02716093,0.03269267,0.0001538509,0.001115843,0.003957496,0.9303202],"genre_scores_gemma":[0.003732437,0.0005607584,0.0004520398,0.006509916,0.001835748,0.00004353251,0.0004812249,0.0007521237,0.9856323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6726248,"threshold_uncertainty_score":0.4669609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W52674045","doi":"","title":"Global Mobility: U.S. CPA Credentials Travel around the World","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Executive summary; Political science; Business; Economics; Finance","authors":[{"name":"Sabine Vollmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01989128778215138,"gpt":0.256379384253914,"spread":0.2364880964717627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255356,0.0003967692,0.0001184462,0.0009103561,0.005552986,0.003850192,0.0006432018,0.00276253,0.1096739],"category_scores_gemma":[0.001725337,0.0002060681,0.000306166,0.002937673,0.0009251314,0.005880165,0.002872374,0.002767088,0.01713072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183926,"about_ca_system_score_gemma":0.00499584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1440465,"about_ca_topic_score_gemma":0.1588125,"domain_scores_codex":[0.9995173,0.0000730114,0.00001365578,0.00006184153,0.00008986312,0.0002442838],"domain_scores_gemma":[0.9994642,0.00008511854,0.00005575017,0.00003453745,0.0001762883,0.0001840446],"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":[0.00001357963,0.00001588368,0.001540525,0.00003934503,0.000001280581,0.0001623762,0.001276244,0.0000542892,0.00005868579,0.04415262,0.9243656,0.02831962],"study_design_scores_gemma":[0.000006895378,0.0000112307,0.005957169,0.0001039082,0.000001809072,0.0001263922,0.003005611,0.0000805616,0.00003784433,0.001567681,0.9890904,0.00001045322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01244613,0.001377323,0.000567317,0.05322719,0.002578086,0.00009381621,0.00365913,0.0002781939,0.9257727],"genre_scores_gemma":[0.2843036,0.00549606,0.002021517,0.03833551,0.001161536,0.0004558892,0.00586196,0.0002777865,0.6620861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1440465,"threshold_uncertainty_score":0.3668957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W358629452","doi":"","title":"Economic Optimism Improved in Q2 among C-Suite CPAs","year":2009,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Optimism; Economics; Finance; Business; Psychology","authors":[{"name":"Megan M. Pinkston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475890767374701,"gpt":0.2511961012884843,"spread":0.2364371936147373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007861436,0.0002516446,0.0003495066,0.0009476664,0.003076791,0.003442947,0.0004901939,0.001302097,0.009241352],"category_scores_gemma":[0.03329188,0.0002760742,0.0007135274,0.001002115,0.0009898391,0.002490461,0.002257324,0.003407562,0.001505972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003072737,"about_ca_system_score_gemma":0.003765585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112615,"about_ca_topic_score_gemma":0.01320574,"domain_scores_codex":[0.9957255,0.001432172,0.000281378,0.0003076324,0.00111157,0.001141628],"domain_scores_gemma":[0.9748437,0.00390884,0.004677038,0.0007219865,0.006386918,0.009461564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009090001,0.001331123,0.6907729,0.0003584191,0.0001414596,0.0008428455,0.05386952,0.0005699365,0.001341718,0.002622973,0.111758,0.135482],"study_design_scores_gemma":[0.00009203024,0.001078287,0.7896163,0.0003595225,0.00005163999,0.000497499,0.0764138,0.0009968333,0.0005813955,0.001879718,0.1282847,0.0001482411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9541608,0.0003990567,0.0008743366,0.02010435,0.0005936992,0.0002002733,0.0008432898,0.0001059491,0.02271817],"genre_scores_gemma":[0.9836789,0.0003594854,0.0007377534,0.007580427,0.0002004688,0.0001350755,0.0003939855,0.00004248876,0.006871442],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01112615,"threshold_uncertainty_score":0.04157573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994288578","doi":"","title":"Highlights of Corporate Governance Research: Studies Examine Post-SOX Issues, CEO Pay, Whistleblowing","year":2011,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Corporate governance; Audit; Business; Audit committee; Legislation; Internal control; External auditor; Sarbanes–Oxley Act; Control environment; Control (management); Internal audit; Finance; Joint audit; Economics; Political science; Management; Law","authors":[{"name":"Cynthia Bolt-Lee","is_ca":false},{"name":"David Farber","is_ca":false},{"name":"Stephen R. Moehrle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2047348360567802,"gpt":0.3417378701121466,"spread":0.1370030340553664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007996595,0.0001445548,0.0002445772,0.002341953,0.002128585,0.006151222,0.0006870021,0.0018699,0.00369372],"category_scores_gemma":[0.02197297,0.0001631539,0.0002745552,0.00418687,0.003474446,0.004402,0.001512419,0.001410836,0.0003596763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052048,"about_ca_system_score_gemma":0.004047791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525646,"about_ca_topic_score_gemma":0.0104246,"domain_scores_codex":[0.9954492,0.002166882,0.0002740284,0.000470901,0.001040601,0.0005984217],"domain_scores_gemma":[0.9463835,0.02697006,0.01814947,0.001560567,0.00407518,0.00286125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001919286,0.0008887425,0.5784563,0.001929767,0.0001761222,0.0007815022,0.07384847,0.0003533124,0.0009407564,0.05927049,0.01640365,0.266759],"study_design_scores_gemma":[0.00002488,0.0002280153,0.8255844,0.002150369,0.00005679815,0.0003419126,0.08605686,0.0001703125,0.0005271554,0.007944603,0.07688537,0.0000294056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8100281,0.05724049,0.0005911888,0.06926964,0.0005035767,0.00006313113,0.0001533751,0.00001209821,0.06213844],"genre_scores_gemma":[0.9812,0.011165,0.0001743504,0.004096706,0.0006123482,0.00002385644,0.00007514135,0.000005439947,0.002647113],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007996595,"threshold_uncertainty_score":0.04229051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993555393","doi":"","title":"Mentoring for Executives and Managers: The Right Guidance Can Lead Experienced Professionals to Sharper Skills and the Organization to Deeper Leadership","year":2017,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Audit; Senior management; Negotiation; Public relations; Delegation; Promotion (chess); Management; Political science; Business; Psychology; Accounting","authors":[{"name":"Cheryl L. Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02760225748852464,"gpt":0.2927717376796227,"spread":0.2651694801910981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007229501,0.0009068659,0.0004296571,0.0009911172,0.004220892,0.01122358,0.001346644,0.003208543,0.05730492],"category_scores_gemma":[0.01853402,0.0003943045,0.0008434806,0.0006886944,0.002950187,0.007723919,0.008958578,0.005983089,0.02315603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519394,"about_ca_system_score_gemma":0.0064143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124004,"about_ca_topic_score_gemma":0.005465241,"domain_scores_codex":[0.9935353,0.002598259,0.0002372228,0.0004253416,0.002081338,0.001122572],"domain_scores_gemma":[0.980556,0.002234848,0.001155859,0.0016689,0.002065799,0.01231869],"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":[0.00005662711,0.000446672,0.001974901,0.0003009859,0.00002415468,0.0004915372,0.004375633,0.00008005222,0.001454047,0.009236271,0.6147637,0.3667955],"study_design_scores_gemma":[0.00004344446,0.0002897116,0.003266729,0.0006120136,0.00001912202,0.0005859744,0.00511064,0.00009553329,0.0009531961,0.006704065,0.9822757,0.00004380616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02147027,0.01605175,0.02103893,0.4696836,0.02720779,0.0006108744,0.0003166129,0.005577434,0.4380427],"genre_scores_gemma":[0.1885539,0.02050257,0.03207326,0.08123161,0.009609377,0.0004647886,0.0004465107,0.001468406,0.6656495],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05730492,"threshold_uncertainty_score":0.191704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994479368","doi":"","title":"FASB Prepares to Reprioritize: An Interview with Chairman Leslie Seidman","year":2011,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Revenue recognition; Revenue; Accounting; Quarter (Canadian coin); Point (geometry); Business; Finance; Management; Economics; Financial accounting; Accounting information system","authors":[{"name":"Matthew G. Lamoreaux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0619135913510445,"gpt":0.265290467106821,"spread":0.2033768757557765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008404024,0.0004641402,0.0004196419,0.0007556489,0.01805954,0.006294225,0.0009985556,0.005930319,0.02003323],"category_scores_gemma":[0.02073067,0.0007555031,0.0002913239,0.0006399177,0.003524021,0.004703838,0.002751184,0.01337987,0.005405721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287909,"about_ca_system_score_gemma":0.01031738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07939436,"about_ca_topic_score_gemma":0.109066,"domain_scores_codex":[0.9948601,0.002538909,0.0001152333,0.0003927335,0.001024563,0.001068467],"domain_scores_gemma":[0.9902841,0.002294663,0.0003760922,0.0001444724,0.003035096,0.003865511],"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":[0.00002255177,0.00005618087,0.001402425,0.00004801007,0.000002320541,0.0006129376,0.04531761,0.00005950271,0.0006737807,0.00478011,0.935879,0.01114568],"study_design_scores_gemma":[0.000003718644,0.00003252971,0.001511613,0.0001513336,0.000001646278,0.0001972057,0.06116613,0.00006466302,0.0001989542,0.0006581226,0.9359883,0.00002572669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03025371,0.005414464,0.001136209,0.8812813,0.007722549,0.0001349261,0.0001749741,0.0001523526,0.07372952],"genre_scores_gemma":[0.2136296,0.004224585,0.001964743,0.4483708,0.002647276,0.0005346911,0.0002798279,0.0002677182,0.3280807],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07939436,"threshold_uncertainty_score":0.1578645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W926593226","doi":"","title":"The Quarter-Million-Dollar Caper: A Fraudster Is Nipped in the Bud","year":2004,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounts receivable; Audit; Cash; Sales journal; Business; Payment; Savings account; Accounting; Liberian dollar; Finance; Actuarial science; Economics; Marketing; Sales management","authors":[{"name":"Joseph T. Wells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568523796580705,"gpt":0.2906343978684942,"spread":0.2749491599026871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636471,0.0006718705,0.000642432,0.001325757,0.02131447,0.01421022,0.001106094,0.005326374,0.03412291],"category_scores_gemma":[0.01429056,0.0006568913,0.0004946264,0.001162476,0.006351191,0.006796888,0.005116425,0.0104761,0.0117907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00595257,"about_ca_system_score_gemma":0.006147906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04512323,"about_ca_topic_score_gemma":0.08528378,"domain_scores_codex":[0.9969122,0.0006947005,0.00008324302,0.0002848216,0.001166484,0.0008585674],"domain_scores_gemma":[0.9946185,0.0004707645,0.0003236237,0.000368873,0.001480819,0.00273745],"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":[0.00003120004,0.00002991661,0.002682208,0.00002343671,0.000009507419,0.001119415,0.004048002,0.00002511655,0.000158625,0.01069885,0.9494668,0.03170694],"study_design_scores_gemma":[0.000005742741,0.00002223293,0.002435948,0.0002364347,0.000006115355,0.002347605,0.01525355,0.0001050134,0.000121693,0.002521893,0.9769167,0.00002694328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02261419,0.0099927,0.001678937,0.7466465,0.01645167,0.00008434349,0.00020087,0.0005976849,0.2017331],"genre_scores_gemma":[0.185897,0.007866944,0.002772848,0.2139321,0.00263413,0.00005065707,0.0001815492,0.0005726869,0.5860921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04512323,"threshold_uncertainty_score":0.1141525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W207368021","doi":"","title":"How to Open New Doors by Closing Your Office: Firms That Go Virtual the Right Way Can Enjoy Real Savings and Benefits","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Banking Systems and Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Brick and mortar; Lease; Mindset; Business; Revenue; Phone; Economics; Accounting; Finance; The Internet; Computer science","authors":[{"name":"Jeff Drew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0258303681007779,"gpt":0.2496073449456692,"spread":0.2237769768448913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837092,0.0005473551,0.0002376122,0.0006581236,0.008244523,0.01618551,0.001303451,0.0063745,0.08993469],"category_scores_gemma":[0.008365666,0.0003873173,0.0005649049,0.001240784,0.003618899,0.02000941,0.004835978,0.006040498,0.03130796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098765,"about_ca_system_score_gemma":0.00478935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023448,"about_ca_topic_score_gemma":0.03034506,"domain_scores_codex":[0.9984689,0.0005414814,0.00003429148,0.0001096539,0.0003503052,0.0004953247],"domain_scores_gemma":[0.9977754,0.0004924499,0.0001458934,0.0001796728,0.0004367623,0.0009697574],"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":[0.00002454571,0.00003770453,0.0002503392,0.0000725512,0.000002964964,0.0002180815,0.002071333,0.00007571332,0.0001670855,0.05156826,0.8638229,0.08168846],"study_design_scores_gemma":[0.00001524003,0.00002779985,0.0009243038,0.0001934256,0.000004719702,0.0002163961,0.006860211,0.0001326602,0.0001135219,0.01606355,0.9754243,0.00002378539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004940592,0.003782748,0.006854755,0.3165033,0.005224861,0.0001122609,0.0001525147,0.001303319,0.6611257],"genre_scores_gemma":[0.2303354,0.0215644,0.02403697,0.1224055,0.003576535,0.000483599,0.0005407103,0.001552697,0.5955042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08993469,"threshold_uncertainty_score":0.3008615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W340147500","doi":"","title":"Enhancing Public Confidence: The GAO's Peer Review Experience: Even Auditors Need to Be Audited","year":2006,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Audit; Joint audit; Accounting; Audit plan; Chief audit executive; Quality audit; Accountability; Business; Multinational corporation; Information technology audit; Audit committee; Government (linguistics); Internal audit; Public relations; Political science; Finance; Law","authors":[{"name":"David Walker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999658283367307,"gpt":0.2903163299713136,"spread":0.2603197471376405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1878816,0.0006701902,0.001192711,0.002969417,0.01689819,0.02222492,0.00355286,0.01018153,0.003926842],"category_scores_gemma":[0.4109378,0.001274773,0.001198585,0.00341743,0.01201755,0.01817635,0.01805946,0.0153174,0.001427255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006782447,"about_ca_system_score_gemma":0.04393231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900266,"about_ca_topic_score_gemma":0.01467761,"domain_scores_codex":[0.6968231,0.2061322,0.01293716,0.009030072,0.06466658,0.01041101],"domain_scores_gemma":[0.4718502,0.2334563,0.04079353,0.04105001,0.1577179,0.05513209],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000165107,0.0005976465,0.01531911,0.001269795,0.0002053072,0.003498926,0.2549753,0.0004001224,0.001009426,0.01262978,0.3493031,0.3606264],"study_design_scores_gemma":[0.0001035057,0.0007107362,0.01449582,0.001433065,0.00008847006,0.003809507,0.1098552,0.0004666762,0.0005341755,0.01099902,0.8572295,0.0002742339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1094546,0.02189473,0.0149704,0.785021,0.01588451,0.0006500692,0.00009941468,0.001531815,0.05049342],"genre_scores_gemma":[0.7681925,0.01604464,0.02581422,0.1546785,0.0132601,0.0005797776,0.0002154521,0.001206422,0.02000844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8121184,"threshold_uncertainty_score":0.9936247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W247899669","doi":"","title":"Minding the GAAP: Moss Adams CEO Rick Anderson Discusses His New Role as Head of a Blue-Ribbon Panel on Private Company Financial Reporting","year":2010,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Accounting Theory and Financial Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting; Audit; Management; Business; Economics","authors":[{"name":"Alexandra DeFelice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0337766266927358,"gpt":0.2850844358336565,"spread":0.2513078091409207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564353,0.0006166858,0.0002958065,0.0009278153,0.009168076,0.00697138,0.001154458,0.009011921,0.02602843],"category_scores_gemma":[0.01146825,0.0006398265,0.0003921281,0.0008926053,0.003313167,0.005266572,0.00314309,0.01075584,0.008426972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003916658,"about_ca_system_score_gemma":0.008912407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05554394,"about_ca_topic_score_gemma":0.09196553,"domain_scores_codex":[0.9965413,0.000589408,0.000116731,0.0004452425,0.001519555,0.0007876879],"domain_scores_gemma":[0.9937861,0.001244915,0.0005027542,0.0002313989,0.001772547,0.002462348],"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":[0.00000727312,0.000006216404,0.0002028187,0.00001076985,9.54956e-7,0.0001158594,0.000246664,0.00001393296,0.00007225946,0.004323954,0.9892686,0.005730598],"study_design_scores_gemma":[0.000004828193,0.000009935051,0.0007996219,0.00005398289,0.000001797715,0.0002074161,0.0007226725,0.00003206125,0.00008459777,0.0009748503,0.9970937,0.00001463678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001709174,0.007505886,0.0004380698,0.9310703,0.02559985,0.00002559847,0.00006055654,0.0001538006,0.03343675],"genre_scores_gemma":[0.04806463,0.01140198,0.001743263,0.548901,0.02290538,0.00005735571,0.000164394,0.0002715165,0.3664905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05554394,"threshold_uncertainty_score":0.1104413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W812790882","doi":"","title":"How to Meet the Challenge of the Open Workforce","year":2015,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workforce; Globalization; Globe; Business; Marketing; Work (physics); Talent management; Agile software development; Public relations; Economic growth; Management; Economics; Political science; Engineering","authors":[{"name":"Jack Hagel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05897036954781008,"gpt":0.3006252940900957,"spread":0.2416549245422856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135923,0.001066384,0.0006750649,0.001309916,0.0161534,0.0154874,0.00293775,0.02350892,0.02691795],"category_scores_gemma":[0.02493932,0.0006032162,0.001006451,0.0009065131,0.01496532,0.04130825,0.01521848,0.02910671,0.01885456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003315223,"about_ca_system_score_gemma":0.02779927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007856075,"about_ca_topic_score_gemma":0.01314705,"domain_scores_codex":[0.9878889,0.004147101,0.0003435497,0.001099054,0.002960251,0.003561232],"domain_scores_gemma":[0.9717842,0.005217349,0.000883333,0.00157735,0.004372542,0.01616528],"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":[0.00002059985,0.0001037446,0.000696793,0.0002184593,0.00001518291,0.0002162622,0.008462977,0.0001342387,0.0004749122,0.07553563,0.848347,0.06577424],"study_design_scores_gemma":[0.00001339977,0.00005748801,0.0004760339,0.0004021281,0.000005393517,0.0002506382,0.01340489,0.00009946091,0.0001187918,0.06285616,0.9222761,0.00003948596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008883918,0.004188448,0.002020232,0.9636114,0.01374458,0.00001837755,0.00002301463,0.000128415,0.01537717],"genre_scores_gemma":[0.03894804,0.0118502,0.009248003,0.8530719,0.01884898,0.0002215895,0.0001019591,0.0003762902,0.06733312],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02691795,"threshold_uncertainty_score":0.09004956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W250122316","doi":"","title":"New Rules for Expats: Leaving America with Dignity","year":2005,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tax reform; Economics; Law and economics; Income tax; Population; Subject (documents); Business; Political science; Public economics; Sociology","authors":[{"name":"David Lifson","is_ca":false},{"name":"Peter E. Bentley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818173786144271,"gpt":0.2657204612795783,"spread":0.2475387234181356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169651,0.0006311457,0.0005392203,0.0007999814,0.01395663,0.01629735,0.003248462,0.01197119,0.01696869],"category_scores_gemma":[0.02267811,0.0008645395,0.0008660157,0.0007148315,0.01463346,0.01214144,0.009900956,0.02411191,0.008415456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005471103,"about_ca_system_score_gemma":0.01940445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04225681,"about_ca_topic_score_gemma":0.07351851,"domain_scores_codex":[0.9860235,0.002876931,0.001354042,0.002494551,0.005280446,0.001970479],"domain_scores_gemma":[0.9894895,0.002991633,0.0005091276,0.00197645,0.003351368,0.001681927],"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":[0.00001309251,0.0000464184,0.0006086369,0.00004049635,0.000004724582,0.0001827978,0.003996327,0.0001321475,0.0002130743,0.6827706,0.2880728,0.02391889],"study_design_scores_gemma":[0.000006675571,0.0000108452,0.000245049,0.0001087679,0.000004202319,0.00007106254,0.0009691946,0.00006533116,0.00008099104,0.03034149,0.968076,0.00002052381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006813118,0.0039617,0.0166937,0.1828645,0.01194325,0.0002982664,0.0003597199,0.0005598594,0.7765059],"genre_scores_gemma":[0.1162956,0.003563321,0.02140519,0.1564792,0.004217097,0.0007121064,0.0005268396,0.0008594244,0.6959413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04225681,"threshold_uncertainty_score":0.08402169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}