{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"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":"ee98d528ef4b","filters":{"venue":"Balance Sheet"}},"results":[{"id":"W2084077888","doi":"10.1108/09657960110696069","title":"The risk of risk","year":2001,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Risk management; Competitor analysis; Dilemma; IT risk; Financial risk management; Business; Actuarial science; Market risk; Earnings; IT risk management; Operational risk; Risk analysis (engineering); Enterprise risk management; Risk assessment; Accounting; Economics; Management; Marketing; Finance","authors":[{"name":"Robert G. Eccles","is_ca":true},{"name":"Robert H. Herz","is_ca":true},{"name":"Mary Keegan","is_ca":true},{"name":"David Phillips","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007964322618036314,"gpt":0.2038282644020655,"spread":0.1958639417840292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002864364,0.0008480763,0.0005807747,0.001257036,0.001452568,0.008070591,0.0006785855,0.003909138,0.0103013],"category_scores_gemma":[0.01245154,0.0002531054,0.0005368497,0.0008989577,0.008224798,0.008748216,0.002791125,0.005589381,0.002845309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736397,"about_ca_system_score_gemma":0.002273239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009717803,"about_ca_topic_score_gemma":0.0008995947,"domain_scores_codex":[0.9972575,0.0007489037,0.0001664307,0.0003074313,0.001368312,0.0001514173],"domain_scores_gemma":[0.9938208,0.004088955,0.0004735636,0.0006748005,0.0006981913,0.0002437296],"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":[0.00001618941,0.00001092738,0.0002094658,0.00007345877,0.00001237203,0.0000705632,0.0004499185,0.0004754088,0.0001262029,0.8513376,0.1031709,0.04404701],"study_design_scores_gemma":[0.000004823055,0.0000263709,0.0003043108,0.0003092554,0.000008616214,0.0002514869,0.0002776874,0.0004657671,0.0001391274,0.6272028,0.3709929,0.00001679571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006337454,0.1413369,0.04309249,0.2435914,0.01147222,0.00008060566,0.0003185126,0.0002155792,0.5535548],"genre_scores_gemma":[0.3969706,0.1382908,0.01804516,0.05540305,0.04280433,0.0002406498,0.0003204794,0.0004369322,0.347488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0103013,"threshold_uncertainty_score":0.03446126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062252316","doi":"10.1108/09657960110695637","title":"The new language of financial reporting","year":2001,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"XBRL; Balance sheet; Accounting; Business reporting; Computer science; Business","authors":[{"name":"Andrew Wallace","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01286197372953754,"gpt":0.2448402170090434,"spread":0.2319782432795059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0193936,0.001044516,0.0007109451,0.005064389,0.004181186,0.02537305,0.002091645,0.004925008,0.007517209],"category_scores_gemma":[0.04796755,0.0005711831,0.001023119,0.007787456,0.01564567,0.02973008,0.005873357,0.01265393,0.003395963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005251007,"about_ca_system_score_gemma":0.006598484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645386,"about_ca_topic_score_gemma":0.003049974,"domain_scores_codex":[0.9751831,0.01396122,0.00185286,0.001434306,0.006496407,0.001072122],"domain_scores_gemma":[0.9654182,0.01974338,0.00404123,0.003031349,0.006462512,0.001303367],"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":[0.00001314341,0.000005540527,0.0001366755,0.00007689367,0.000004923469,0.00007224242,0.0026767,0.0001030626,0.00006624484,0.8774536,0.09838908,0.02100185],"study_design_scores_gemma":[0.000006436506,0.00001151544,0.0001502441,0.0002948905,0.000004157917,0.0001895071,0.0008211842,0.0001636114,0.00007289891,0.09699438,0.9012708,0.00002045865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004924736,0.1134266,0.07099513,0.3993921,0.04488427,0.0001121488,0.0008456705,0.000916352,0.364503],"genre_scores_gemma":[0.3012718,0.156162,0.09972339,0.1350465,0.1191838,0.0009471934,0.001321942,0.001842606,0.1845009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02537305,"threshold_uncertainty_score":0.1025645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049853656","doi":"10.1108/eum0000000005373","title":"The language of risk: why the future of risk reporting is spelled XBRL","year":2000,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"XBRL; Business reporting; Accounting; Business","authors":[{"name":"Charles Garthwaite","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005976868052460818,"gpt":0.2212959386859679,"spread":0.2153190706335071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03590756,0.0007465795,0.0006624932,0.001947989,0.003528617,0.02112714,0.001753362,0.006325963,0.005871386],"category_scores_gemma":[0.06622746,0.0006123313,0.000858388,0.001951895,0.02841501,0.04175823,0.005377659,0.01418579,0.003684914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004440362,"about_ca_system_score_gemma":0.004711828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009114736,"about_ca_topic_score_gemma":0.002698059,"domain_scores_codex":[0.9718321,0.01759386,0.001640624,0.001739256,0.006168462,0.00102563],"domain_scores_gemma":[0.9306971,0.0437334,0.004556992,0.006578579,0.01315763,0.001276288],"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":[0.00005104357,0.00001303853,0.0005909088,0.0001048236,0.000006972062,0.000151329,0.005871346,0.0004904469,0.0003826596,0.9142978,0.03718033,0.0408594],"study_design_scores_gemma":[0.00003542363,0.00007041605,0.0006901514,0.0009387709,0.00001457429,0.0004739543,0.004514981,0.002236023,0.0006721114,0.5077754,0.4824526,0.0001255947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01275416,0.04605759,0.06179386,0.7627271,0.0120743,0.00003511582,0.0001089081,0.0005966895,0.1038523],"genre_scores_gemma":[0.5578964,0.06454118,0.08865245,0.161787,0.03914459,0.0001951924,0.0002593876,0.001745916,0.08577785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03590756,"threshold_uncertainty_score":0.1898996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012999963","doi":"10.1108/09657960210440773","title":"Economic capital: at the heart of managing risk and value","year":2002,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Economic capital; Capital (architecture); Value (mathematics); Risk-adjusted return on capital; Risk management; Business; Financial capital; Finance; Economics; Actuarial science; Risk analysis (engineering); Human capital; Capital formation; Economic growth; Computer science","authors":[{"name":"Jeremy Scott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335902525082157,"gpt":0.2405225387092235,"spread":0.2271635134584019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002672949,0.0005042556,0.0005249883,0.001291942,0.001607586,0.009798786,0.0006663971,0.001632202,0.002458313],"category_scores_gemma":[0.007404401,0.000199114,0.000165865,0.00193309,0.006515001,0.008167107,0.002163191,0.001767813,0.0006980411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095665,"about_ca_system_score_gemma":0.003542898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173619,"about_ca_topic_score_gemma":0.00211757,"domain_scores_codex":[0.9987249,0.0004109708,0.00005159904,0.00009760415,0.0005715311,0.0001434576],"domain_scores_gemma":[0.9970888,0.001332083,0.0004758457,0.0002356914,0.0005669497,0.0003005849],"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":[0.00001717083,0.00001849863,0.002405006,0.00008466501,0.00003667423,0.00008109251,0.001180283,0.003837788,0.0004898273,0.906831,0.008222618,0.07679547],"study_design_scores_gemma":[0.000003622731,0.00002160132,0.00239656,0.0001533049,0.000009394688,0.00005187624,0.0006388604,0.001830225,0.0003471333,0.9320954,0.06243373,0.00001832497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1023064,0.04407154,0.2647362,0.1301383,0.002233699,0.0001765839,0.0003244187,0.0004468002,0.4555661],"genre_scores_gemma":[0.932213,0.01425515,0.02177861,0.001621356,0.001569577,0.00006516658,0.00007138395,0.0000940793,0.02833181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009798786,"threshold_uncertainty_score":0.02246076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113239766","doi":"10.1108/09657960010338418","title":"How good are banks at managing business risk?","year":2000,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Risk management; Business; IT risk management; Accounting; Enterprise risk management; Business risks; IT risk; Operational risk; Risk management information systems; Risk management framework; Financial risk management; Risk analysis (engineering); Finance; Management information systems; Engineering; Information system","authors":[{"name":"Chris Cooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008342861443911397,"gpt":0.1848755048363556,"spread":0.1765326433924442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01249576,0.0005633885,0.0006877194,0.003102647,0.00403929,0.01418905,0.0007838786,0.007046472,0.00758405],"category_scores_gemma":[0.06163879,0.0003550224,0.0003479609,0.002918002,0.004820506,0.01465582,0.002147353,0.003446646,0.004086177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270415,"about_ca_system_score_gemma":0.006118654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004984476,"about_ca_topic_score_gemma":0.004313453,"domain_scores_codex":[0.9908785,0.004390788,0.0008920372,0.0005938708,0.00241556,0.0008291287],"domain_scores_gemma":[0.9475652,0.02378087,0.007789427,0.001983097,0.01538065,0.003500789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004502089,0.0001993209,0.07616731,0.0005296434,0.0001642876,0.0004302639,0.005689315,0.001211892,0.000487169,0.1120374,0.30083,0.5018032],"study_design_scores_gemma":[0.0001657356,0.0003687301,0.0670737,0.003067131,0.0003248438,0.00302926,0.02160753,0.003018794,0.002870976,0.3253428,0.5727441,0.0003863171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02673168,0.0389442,0.008603793,0.8662146,0.0020938,0.00004943271,0.0003100843,0.000268206,0.05678422],"genre_scores_gemma":[0.8314851,0.05420171,0.008493161,0.08054302,0.003163208,0.0001174491,0.0002537089,0.000124331,0.02161828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01418905,"threshold_uncertainty_score":0.06608468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085654718","doi":"10.1108/09657960110695231","title":"The future of the insurance market – do insurers need crystal balls?","year":2001,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Consolidation (business); Business; Market share; Financial services; Finance","authors":[{"name":"Eamonn Rice","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007185243592971079,"gpt":0.1850202417699847,"spread":0.1778349981770136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00219041,0.0001770164,0.0004604244,0.0006328262,0.003012131,0.008794899,0.0006201128,0.005198654,0.02592759],"category_scores_gemma":[0.008318319,0.0001749257,0.0002387968,0.0007465151,0.004727745,0.01353328,0.002196028,0.003625296,0.003589219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540798,"about_ca_system_score_gemma":0.00297514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007886419,"about_ca_topic_score_gemma":0.007571402,"domain_scores_codex":[0.9985239,0.0003195733,0.00003579534,0.0001197043,0.0006544586,0.0003465873],"domain_scores_gemma":[0.9963378,0.00080206,0.0004132159,0.0001220664,0.0006993767,0.001625582],"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":[0.0002814721,0.0002148816,0.006992122,0.0002527529,0.00002053621,0.000398818,0.003466964,0.0003543755,0.0006479652,0.4617116,0.3948659,0.1307925],"study_design_scores_gemma":[0.00006334654,0.00008540646,0.007744014,0.0003592149,0.00001208566,0.0003173239,0.008346403,0.0006631893,0.0002450029,0.2116651,0.7704464,0.00005253456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04431313,0.04337125,0.001024384,0.7897556,0.003585423,0.00001971162,0.0002378634,0.00005389322,0.1176387],"genre_scores_gemma":[0.7128779,0.04516208,0.001284939,0.1520699,0.008844671,0.00004015444,0.0002466361,0.00007582337,0.07939792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02592759,"threshold_uncertainty_score":0.0867365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050281191","doi":"10.1108/09657960410699027","title":"Corporate regulation: dead hand or safeguard in the year 2004","year":2004,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Safeguard; Accounting; Business; Public relations; Political science; International trade","authors":[{"name":"Roger L. Davis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02803032052324095,"gpt":0.2265797672481125,"spread":0.1985494467248715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006874213,0.0003348039,0.0005960257,0.001124207,0.004281805,0.0143527,0.001396763,0.01506526,0.004838652],"category_scores_gemma":[0.01625016,0.0004684739,0.0004878652,0.001641874,0.003720187,0.004831285,0.002276585,0.007203801,0.001751613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007047116,"about_ca_system_score_gemma":0.008712698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817882,"about_ca_topic_score_gemma":0.03377482,"domain_scores_codex":[0.9911755,0.001440848,0.0008145146,0.0008826998,0.003687429,0.001999017],"domain_scores_gemma":[0.9922923,0.00203195,0.001624524,0.0005056933,0.002408057,0.001137533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001622248,0.0000855687,0.005141918,0.0001946562,0.00001848285,0.000648809,0.004738811,0.0003176873,0.001440666,0.2483159,0.646434,0.09250131],"study_design_scores_gemma":[0.000005920164,0.00003019423,0.004059745,0.0002459949,0.000007182278,0.0001142605,0.0008201446,0.0000748198,0.0005654067,0.004947553,0.9891014,0.00002747253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.029404,0.05912763,0.003384348,0.6476712,0.0380383,0.00007763348,0.0006488881,0.0003698018,0.2212782],"genre_scores_gemma":[0.2466628,0.02261653,0.0025838,0.1964358,0.01300301,0.0001209722,0.0007058755,0.0002261523,0.5176451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02817882,"threshold_uncertainty_score":0.05602956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047272220","doi":"10.1108/09657960310698191","title":"The FSA Integrated Prudential Sourcebook – a walk through","year":2003,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Financial services; Business; Process (computing); Point (geometry); Accounting; Prudential regulation; Finance; Economics; Financial crisis; Computer science","authors":[{"name":"Patrick Fell","is_ca":false},{"name":"Máiréad Devine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01867543046623384,"gpt":0.2186166299731198,"spread":0.199941199506886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645259,0.0006753867,0.0005771393,0.004669954,0.0007302531,0.005438267,0.0008290748,0.001870878,0.02737031],"category_scores_gemma":[0.01084618,0.0006157893,0.0003132594,0.004492292,0.0005810551,0.003688713,0.001001335,0.002378347,0.02291442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698375,"about_ca_system_score_gemma":0.004156467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201912,"about_ca_topic_score_gemma":0.008554047,"domain_scores_codex":[0.9975346,0.0002880854,0.0002577748,0.00009269128,0.001742211,0.00008455346],"domain_scores_gemma":[0.9928234,0.001611158,0.0004769145,0.0007604617,0.003947811,0.0003802122],"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":[0.00003580828,0.00003885585,0.0002853515,0.00009555653,0.000003393364,0.00004260884,0.00005690127,0.0007868264,0.0003382014,0.02038486,0.7772835,0.2006481],"study_design_scores_gemma":[0.000004807367,0.00001467518,0.0008104658,0.0001333027,0.000001504048,0.00004535758,0.00002452888,0.00032792,0.0001718002,0.008103889,0.9903466,0.00001510405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009124704,0.03994706,0.08593856,0.04329951,0.02401017,0.0009549533,0.03760315,0.01049463,0.7486272],"genre_scores_gemma":[0.04255141,0.03104462,0.176899,0.007869846,0.006153982,0.0007319665,0.03901614,0.003942192,0.6917908],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02737031,"threshold_uncertainty_score":0.09156281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044330263","doi":"10.1108/09657960410698992","title":"Disclosure, litigation and regulation: the challenges of the year ahead","year":2004,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Accounting; Business; Economics","authors":[{"name":"Mike Rake","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02091178946123324,"gpt":0.2187561641622561,"spread":0.1978443747010228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08225785,0.0006548064,0.002163882,0.003319331,0.01215503,0.02956476,0.004258544,0.06525468,0.007882746],"category_scores_gemma":[0.1162446,0.000783044,0.001267869,0.004314161,0.03308287,0.04157957,0.006341433,0.03266819,0.001315959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00850227,"about_ca_system_score_gemma":0.02773675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177781,"about_ca_topic_score_gemma":0.01966152,"domain_scores_codex":[0.9542078,0.02234222,0.002718382,0.002561909,0.0139619,0.004207641],"domain_scores_gemma":[0.7062142,0.2386708,0.01194476,0.004528909,0.02583976,0.01280156],"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":[0.0001189537,0.0002999053,0.001468563,0.0005984381,0.00005840538,0.0003479355,0.003535124,0.0004809381,0.000172788,0.5540659,0.3370383,0.1018147],"study_design_scores_gemma":[0.0000957024,0.0002094821,0.00327969,0.002615985,0.00004492177,0.0005384834,0.02151724,0.0008390607,0.0001886632,0.5483205,0.4221417,0.0002084544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001261551,0.05611822,0.0005517715,0.9328061,0.004523625,0.000007021471,0.0000253586,0.00001297215,0.004693334],"genre_scores_gemma":[0.149088,0.1573138,0.002976052,0.6208763,0.05535446,0.0001506855,0.0001108092,0.00005277087,0.01407713],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08225785,"threshold_uncertainty_score":0.4350263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005482802","doi":"10.1108/09657960310480642","title":"IAS – the road to international (dis)harmony","year":2003,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Harmony (color); Rage (emotion); Accounting; International banking; Business; Management; Economics; Financial system; Psychology","authors":[{"name":"Chris Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02463181730802887,"gpt":0.2338214578503841,"spread":0.2091896405423552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01596102,0.0006074804,0.0007228681,0.002143565,0.004685777,0.0227895,0.0019279,0.005359688,0.02136813],"category_scores_gemma":[0.01840872,0.0004345822,0.0008613646,0.002642059,0.01243312,0.01344695,0.01186711,0.009796921,0.006413443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197607,"about_ca_system_score_gemma":0.008461795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244291,"about_ca_topic_score_gemma":0.001352165,"domain_scores_codex":[0.9909056,0.004164251,0.0006855321,0.001118991,0.001981864,0.001143679],"domain_scores_gemma":[0.986329,0.002547011,0.0009817783,0.004254457,0.003340246,0.00254747],"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":[0.00001379715,0.00001562161,0.0002058966,0.00003510473,0.000006829835,0.00003115248,0.0009082825,0.0001531197,0.00009045555,0.9235152,0.04929667,0.02572788],"study_design_scores_gemma":[0.000004983798,0.00001732495,0.0008758579,0.0001999392,0.000003500402,0.00005732447,0.001383113,0.000164519,0.00009897754,0.3258135,0.6713713,0.000009543242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007072188,0.01473976,0.0212193,0.1943383,0.008054528,0.00005186373,0.0002122549,0.0006562207,0.7536557],"genre_scores_gemma":[0.6010594,0.02088273,0.05598319,0.07464771,0.007890257,0.0004454281,0.00121177,0.001572925,0.2363066],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0227895,"threshold_uncertainty_score":0.08441097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116323117","doi":"10.1108/09657960410563568","title":"The nature of risk: Deep impact – Basel in the European Union","year":2004,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Operational risk; Risk management; Basel II; Business; Accounting; Risk-weighted asset; Basel I; Banking industry; Risk assessment; European union; Basel III; Actuarial science; Financial system; Capital requirement; Economics; Finance; Management; International trade; Economic growth","authors":[{"name":"Richard Barfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007621130611737103,"gpt":0.2113717969683689,"spread":0.2037506663566317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01020248,0.0003297878,0.0003979082,0.001264605,0.0007284189,0.01053844,0.000312281,0.003077688,0.00192735],"category_scores_gemma":[0.02087638,0.0002243133,0.0003670099,0.001966144,0.003666016,0.006253361,0.001539554,0.002092834,0.0002808162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194644,"about_ca_system_score_gemma":0.00192905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522669,"about_ca_topic_score_gemma":0.002362852,"domain_scores_codex":[0.9930077,0.003547554,0.0004705436,0.0003371876,0.002094009,0.000543026],"domain_scores_gemma":[0.987467,0.007150474,0.002057394,0.0008370533,0.001912606,0.0005754888],"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":[0.0003255232,0.00008901355,0.01465037,0.0002043199,0.00008799027,0.0002704507,0.001893226,0.01845735,0.001164086,0.7089975,0.03328472,0.2205754],"study_design_scores_gemma":[0.00002716416,0.0001084379,0.03204589,0.0009159658,0.00003943559,0.0002362505,0.002102483,0.005652169,0.0007061402,0.8460147,0.1120259,0.0001254667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2358542,0.251148,0.02734521,0.2274632,0.003831504,0.00003821007,0.0003276854,0.0002032662,0.2537887],"genre_scores_gemma":[0.9732094,0.01436492,0.001089767,0.005639838,0.0007998133,0.000009253156,0.00004517917,0.00001726488,0.00482454],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01053844,"threshold_uncertainty_score":0.05395651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089863228","doi":"10.1108/09657960210440818","title":"Insurance companies: waking up to international standards","year":2002,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Accounting; Business; European union; Risk management; Insurance industry; International Financial Reporting Standards; Actuarial science; Finance; International trade","authors":[{"name":"Nigel Masters","is_ca":true},{"name":"Éric Dupont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02894083014800995,"gpt":0.2387716085136646,"spread":0.2098307783656546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03881854,0.0007608286,0.0008587771,0.003879102,0.003029903,0.0223901,0.002904899,0.007972804,0.007659012],"category_scores_gemma":[0.08218889,0.0003781944,0.0009410599,0.003874175,0.00668312,0.01582512,0.006495623,0.01637926,0.00312894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006688821,"about_ca_system_score_gemma":0.01325319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009238803,"about_ca_topic_score_gemma":0.004582637,"domain_scores_codex":[0.9593445,0.005899382,0.003275902,0.001959406,0.02724684,0.002274016],"domain_scores_gemma":[0.9232745,0.0128557,0.005576094,0.008399216,0.04377966,0.006114711],"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":[0.00003579664,0.00009103167,0.002738216,0.0002578636,0.00002396631,0.0001096285,0.002172454,0.0004341681,0.0007108269,0.4725175,0.318838,0.2020704],"study_design_scores_gemma":[0.000008298977,0.00003694748,0.004961759,0.0009764685,0.00001431541,0.0001036585,0.002194605,0.0004144804,0.0004527404,0.08893536,0.9018638,0.00003756953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01016922,0.03822625,0.01532134,0.7432716,0.02417121,0.0000835563,0.0003621233,0.0007044102,0.1676903],"genre_scores_gemma":[0.4417705,0.08073586,0.05087921,0.28119,0.0325013,0.0003337487,0.002559887,0.001357506,0.1086719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03881854,"threshold_uncertainty_score":0.2052945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083498367","doi":"10.1108/09657960210697373","title":"Credit derivatives: regulating in the jungle","year":2002,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Jungle; Variety (cybernetics); Business; Economics; Marketing; Computer science; Ecology","authors":[{"name":"John Hitchins","is_ca":false},{"name":"Jonathan S. Davies","is_ca":false},{"name":"Phil Rivett","is_ca":true},{"name":"Mitchell Hogg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03086864602684965,"gpt":0.2260373678597294,"spread":0.1951687218328798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003032975,0.0002942841,0.0002902671,0.001084231,0.002494935,0.009451853,0.0006067259,0.005061876,0.003957262],"category_scores_gemma":[0.006303842,0.0002057448,0.0002546553,0.00110708,0.01141364,0.009702734,0.001842732,0.0048719,0.0006168655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003730807,"about_ca_system_score_gemma":0.003334162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440845,"about_ca_topic_score_gemma":0.004907552,"domain_scores_codex":[0.9980236,0.000748245,0.00008125875,0.0002926061,0.0006348165,0.0002194528],"domain_scores_gemma":[0.9979115,0.0009856464,0.0002661848,0.0002879045,0.0003722521,0.0001764689],"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":[0.00000394836,0.000004291177,0.00009887709,0.00001096467,0.000001245617,0.00001363165,0.0002474167,0.0002082526,0.00008503204,0.9892267,0.004006905,0.006092682],"study_design_scores_gemma":[0.0000059417,0.00001459451,0.0005565563,0.0001723608,0.000004222315,0.00005187688,0.000413161,0.0008840727,0.0002795154,0.8372837,0.160318,0.00001600781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03076074,0.09603744,0.07577503,0.3001285,0.004127768,0.00006715245,0.000158416,0.0002590572,0.4926859],"genre_scores_gemma":[0.8130412,0.0453194,0.01494747,0.04155621,0.004303976,0.0001321826,0.00005737466,0.0001419887,0.08050016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009451853,"threshold_uncertainty_score":0.02706897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}