{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"ff38dd2749f1","filters":{"venue":"Journal of risk management in financial institutions"}},"results":[{"id":"W1595288245","doi":"10.69554/xsjq9023","title":"The science of governance: A blind spot of risk managers and corporate governance reform?","year":2008,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Blind spot; Business; Political science; Accounting; Finance; Artificial intelligence; Computer science","authors":[{"name":"Shann Turnbull","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03391947637025907,"gpt":0.2371436360465288,"spread":0.2032241596762697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01643208,0.0003131029,0.0008144769,0.001578222,0.004190366,0.01383396,0.001015263,0.007242025,0.003919652],"category_scores_gemma":[0.03018503,0.0003168692,0.0005185565,0.001337904,0.04756164,0.02284528,0.00664987,0.009538555,0.000463116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007980161,"about_ca_system_score_gemma":0.01095859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377758,"about_ca_topic_score_gemma":0.002759282,"domain_scores_codex":[0.9874482,0.007894469,0.0003010092,0.001016142,0.001893712,0.001446504],"domain_scores_gemma":[0.9768689,0.01431986,0.002430596,0.002387577,0.002015929,0.001977203],"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":[0.00001108434,0.00001899207,0.0005230054,0.000039561,0.0000052685,0.00002322541,0.002012435,0.0002623351,0.00004786766,0.9816125,0.004797497,0.01064632],"study_design_scores_gemma":[0.00001244562,0.00001712316,0.0006535079,0.0001604926,0.000003702987,0.00002491081,0.002022001,0.0004772524,0.00009157471,0.9575338,0.03899146,0.00001170669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02478054,0.01955095,0.01852164,0.8756368,0.0009671763,0.00002983076,0.0000284197,0.00005145816,0.06043326],"genre_scores_gemma":[0.9424014,0.009101333,0.00309992,0.03672988,0.002415791,0.0000683035,0.00002683992,0.00003759647,0.006118956],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01643208,"threshold_uncertainty_score":0.08690226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993393","doi":"10.69554/mioe5907","title":"Strategic risk management: The failure of HBOS and its regulators","year":2016,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Risk management; Business; Risk analysis (engineering); Process management; Finance","authors":[{"name":"Patrick McConnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02294369901485687,"gpt":0.2354298257062415,"spread":0.2124861266913846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07789133,0.0006416343,0.0007279599,0.001877871,0.00684977,0.01923931,0.00204556,0.008595927,0.003505362],"category_scores_gemma":[0.08776255,0.0006177777,0.0006614935,0.001570452,0.01587462,0.00804019,0.006380549,0.01448213,0.001162665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404134,"about_ca_system_score_gemma":0.0437669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02662289,"about_ca_topic_score_gemma":0.01469941,"domain_scores_codex":[0.9500853,0.02158803,0.002033079,0.003932027,0.01850387,0.003857598],"domain_scores_gemma":[0.8678899,0.06333975,0.00820752,0.005464251,0.04116506,0.01393346],"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":[0.0001627753,0.0001111809,0.004841569,0.0003595976,0.00009376658,0.0005390956,0.01466543,0.002659441,0.0009617285,0.6161791,0.1791416,0.1802847],"study_design_scores_gemma":[0.0001063797,0.0002272232,0.00285379,0.001196723,0.00005222859,0.0003143665,0.008220419,0.00423429,0.001545227,0.3344439,0.646547,0.0002585647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03783994,0.01797096,0.03006841,0.8221117,0.00454169,0.0001338967,0.00009151117,0.0004735487,0.08676827],"genre_scores_gemma":[0.7502559,0.01077411,0.01785894,0.1771704,0.00349374,0.000244024,0.0001032554,0.0003319341,0.03976768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07789133,"threshold_uncertainty_score":0.4119337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127604633","doi":"10.69554/uwft7787","title":"COVID-19 triggers great nonfinancial risk crisis: Nonfinancial risk management best practices in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Risk management; Business; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Crisis management; Medicine; Economics; Finance; Virology; Internal medicine; Management","authors":[{"name":"Lois Tullo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05594197063298833,"gpt":0.2865091880367899,"spread":0.2305672174038016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01290098,0.0005816984,0.0005226306,0.00387381,0.02074588,0.01469162,0.003791141,0.002960673,0.003274033],"category_scores_gemma":[0.02793721,0.0004879304,0.0006395759,0.007247618,0.00753053,0.00352909,0.006162424,0.004784502,0.0004370821],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2100515,"about_ca_system_score_gemma":0.5115272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884229,"about_ca_topic_score_gemma":0.9934372,"domain_scores_codex":[0.9881361,0.001835862,0.0006854255,0.0006031911,0.005815478,0.002924012],"domain_scores_gemma":[0.9553351,0.006022853,0.001758841,0.0006893433,0.02406474,0.01212897],"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":[0.0001605813,0.0004057923,0.04763835,0.002475661,0.0001390956,0.004972438,0.12757,0.004233228,0.001637515,0.05770319,0.2351596,0.5179046],"study_design_scores_gemma":[0.00003533408,0.0001482311,0.05307348,0.004950395,0.0001042703,0.0009010393,0.1967229,0.002016021,0.001434865,0.008370328,0.7317973,0.0004459451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2032013,0.08735853,0.006840887,0.5233928,0.003350977,0.0005953177,0.000968146,0.0005049356,0.1737871],"genre_scores_gemma":[0.8149874,0.09181898,0.02245064,0.02871567,0.0002684486,0.000133913,0.0008331393,0.000266249,0.0405257],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2100515,"threshold_uncertainty_score":0.9162283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613653781","doi":"10.69554/dkwi2810","title":"Market impact measurement of a VWAP trading algorithm","year":2011,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Volume-weighted average price; Algorithmic trading; Computer science; Algorithm; Econometrics; Financial economics; Business; Economics; Stock market; Geology","authors":[{"name":"Jan Fraenkle","is_ca":false},{"name":"Svetlozar T. Rachev","is_ca":false},{"name":"Christian P. Scherrer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2468847443108331,"gpt":0.4046029456372628,"spread":0.1577182013264297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002911814,0.0005705074,0.000703956,0.001108021,0.0002514696,0.001376557,0.001252145,0.0008071605,0.001233406],"category_scores_gemma":[0.01335037,0.0003071571,0.0005674504,0.0009026221,0.0007482921,0.002020021,0.0008218595,0.0009815267,0.0002594519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007674818,"about_ca_system_score_gemma":0.0005709327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124973,"about_ca_topic_score_gemma":0.0005196455,"domain_scores_codex":[0.9979872,0.0005694547,0.0001251764,0.0002549309,0.0009303818,0.0001329925],"domain_scores_gemma":[0.9951101,0.003127842,0.0005232114,0.0006163649,0.0005276566,0.00009483088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002076109,0.0001141328,0.004515142,0.00004499958,0.00004753824,0.00007428629,0.00006541185,0.9266874,0.005474598,0.01378308,0.0001936513,0.04879207],"study_design_scores_gemma":[0.000002886598,0.00003363396,0.0005620033,0.000001703362,0.000003421068,0.0000148265,0.000003319625,0.9966546,0.0008855805,0.001748855,0.0000855391,0.000003576779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2058986,0.0001501996,0.7905467,0.00008647286,0.0000191604,0.00009068503,0.00005250009,0.0004301356,0.002725555],"genre_scores_gemma":[0.8965877,0.00009486202,0.1022775,0.0000257341,0.00001929405,0.00009285776,0.0001388494,0.00005786784,0.0007051652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002911814,"threshold_uncertainty_score":0.01539934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613414021","doi":"10.69554/mlkd1571","title":"Reckless endangerment: The failure of HBOS","year":2014,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economics","authors":[{"name":"Patrick J. McConnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03020512293664847,"gpt":0.2404896383664291,"spread":0.2102845154297806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00789931,0.0002573976,0.0004233075,0.001577064,0.004270081,0.005077356,0.0009614881,0.00261697,0.005631031],"category_scores_gemma":[0.03406541,0.0002481747,0.0002618466,0.001037991,0.00804006,0.003958608,0.003797718,0.00361255,0.001000653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091512,"about_ca_system_score_gemma":0.002009128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244257,"about_ca_topic_score_gemma":0.01205866,"domain_scores_codex":[0.9916148,0.00410055,0.0002976264,0.0005568996,0.001419309,0.002010766],"domain_scores_gemma":[0.9721944,0.007950627,0.01052724,0.002071035,0.002646276,0.004610334],"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":[0.0008923724,0.0005072199,0.4000601,0.0003017329,0.0001426721,0.007205704,0.1504292,0.001786146,0.001633182,0.1456025,0.04343138,0.2480078],"study_design_scores_gemma":[0.0000955901,0.001066026,0.5164382,0.001925944,0.0001110097,0.007428367,0.1710298,0.005870628,0.002324001,0.1327858,0.1606439,0.0002807461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226115,0.001324546,0.002795796,0.02632431,0.0001801228,0.00003652043,0.0000698844,0.00006071256,0.04659666],"genre_scores_gemma":[0.9948926,0.0003706386,0.0002253252,0.00159733,0.00004955548,0.000007549095,0.00001432703,0.00001340805,0.00282917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244257,"threshold_uncertainty_score":0.04177606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400992862","doi":"10.69554/zfju5571","title":"ESG information integration into portfolio optimisation","year":2023,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Portfolio; Business; Computer science; Finance","authors":[{"name":"Haoming Cao","is_ca":true},{"name":"Tony S. Wirjanto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03249369226245653,"gpt":0.3109012471501604,"spread":0.2784075548877039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003796033,0.001161464,0.001642568,0.00270803,0.0003610592,0.002656237,0.0008656625,0.001384284,0.002802656],"category_scores_gemma":[0.01306315,0.0005584757,0.0008524513,0.002458095,0.0005575843,0.002105598,0.002080865,0.0009803786,0.0005005775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846302,"about_ca_system_score_gemma":0.001258968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190685,"about_ca_topic_score_gemma":0.002575001,"domain_scores_codex":[0.9980045,0.0009097142,0.000174192,0.0001795858,0.0005942429,0.0001377559],"domain_scores_gemma":[0.9967824,0.001820302,0.0003752984,0.0002624389,0.0006894622,0.00007017695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001390133,0.0001049664,0.002906126,0.00009141317,0.0001714393,0.00007798824,0.00009639146,0.7673033,0.001300164,0.01023151,0.0007718303,0.2168058],"study_design_scores_gemma":[0.0000208247,0.0001121507,0.001203987,0.00003197086,0.00005450212,0.00003127013,0.00003496636,0.984926,0.001030969,0.01119396,0.00134528,0.00001421625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04615499,0.000822176,0.9438921,0.000607243,0.00006960539,0.0001642247,0.0001564927,0.000550474,0.007582675],"genre_scores_gemma":[0.5977948,0.0007518858,0.3967763,0.0002131016,0.0001663159,0.0002200014,0.0005025649,0.0001273125,0.003447791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003796033,"threshold_uncertainty_score":0.02007556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181488641","doi":"10.69554/whgo5594","title":"Evolution of risk management from risk compliance to strategic risk management Part II: The changing paradigm for the risk executive and Boards of the Canadian banking and insurance sectors","year":2021,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Risk Management in Financial Firms","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":"Risk management; Business; Enterprise risk management; Financial risk management; Compliance (psychology); IT risk management; Accounting; Finance","authors":[{"name":"Bogie Ozdemir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03194731291091678,"gpt":0.2457643207316251,"spread":0.2138170078207083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00621876,0.0004600683,0.0002566071,0.002734348,0.0089239,0.01370301,0.001770784,0.002203439,0.003740371],"category_scores_gemma":[0.01133009,0.0003120982,0.0003502181,0.002462057,0.01395466,0.004323666,0.003739516,0.003127684,0.0003173417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1213924,"about_ca_system_score_gemma":0.1081609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8370802,"about_ca_topic_score_gemma":0.8370997,"domain_scores_codex":[0.9907913,0.001652873,0.0002191997,0.0007133404,0.004446312,0.002176921],"domain_scores_gemma":[0.9909395,0.001106277,0.00103216,0.0003901326,0.004194067,0.002337856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001576043,0.0001752816,0.06187282,0.0003338379,0.00002857376,0.001252713,0.09078637,0.003130723,0.00417721,0.5787902,0.02297933,0.2363154],"study_design_scores_gemma":[0.00003654475,0.0001995846,0.2376709,0.0008509118,0.00004228654,0.001064612,0.1114191,0.005263704,0.00283571,0.07356329,0.5667401,0.0003132692],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5311955,0.01641553,0.02251803,0.1535142,0.0009444181,0.0003486335,0.0002599427,0.0001659969,0.2746378],"genre_scores_gemma":[0.9656124,0.002816781,0.004634677,0.002373338,0.0001093121,0.00003056202,0.00005702825,0.00002880824,0.02433715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8786076,"threshold_uncertainty_score":0.8807674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993225","doi":"10.69554/fbeb6186","title":"A strategy road map for small and medium-sized banks from a Canadian perspective: Transformation from start-up to mid-size and beyond","year":2022,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Banking Systems and Strategies","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":"Perspective (graphical); Transformation (genetics); Road map; Computer science; Geography; Artificial intelligence; Cartography; Biology","authors":[{"name":"Bogie Ozdemir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02284951391488945,"gpt":0.2436601668112867,"spread":0.2208106528963973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134482,0.00107267,0.0004695238,0.004229012,0.01225013,0.02188263,0.002811494,0.004290784,0.01295218],"category_scores_gemma":[0.006043235,0.0004574794,0.0007474932,0.003724935,0.007021128,0.00745278,0.005315423,0.004539974,0.001805467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1265231,"about_ca_system_score_gemma":0.2973987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9436029,"about_ca_topic_score_gemma":0.9553096,"domain_scores_codex":[0.9949568,0.0006685983,0.0001200612,0.0002249277,0.001950078,0.002079565],"domain_scores_gemma":[0.9909072,0.0005064394,0.0002416403,0.0001593329,0.004268407,0.003916931],"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":[0.0000803365,0.0001724489,0.005539096,0.0003406752,0.00002355597,0.001048596,0.009059305,0.004600087,0.001485812,0.7898488,0.07245131,0.11535],"study_design_scores_gemma":[0.00004696505,0.0001634847,0.01666648,0.001267645,0.00004471148,0.0005437027,0.05040471,0.008128047,0.001328268,0.1210079,0.8001493,0.0002488743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07468055,0.01386355,0.03168073,0.3362036,0.0009612979,0.0007664278,0.0009427492,0.0006101521,0.540291],"genre_scores_gemma":[0.7834399,0.02117434,0.07098968,0.01191766,0.0001458254,0.0003726328,0.0007567467,0.0002451784,0.1109579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1265231,"threshold_uncertainty_score":0.9179935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972933849","doi":"10.69554/cwbu2574","title":"Special Issue on Behavioural Finance: Is there a role for behavioural finance in risk management and banking regulation?","year":2014,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Economics; Finance; Risk management; Business","authors":[{"name":"Patrick J. McConnell","is_ca":false},{"name":"Klaus Böcker","is_ca":true},{"name":"Michael Ong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02699302978781833,"gpt":0.2468919273838333,"spread":0.219898897596015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003795564,0.002578199,0.004548545,0.00459495,0.001946516,0.008289022,0.003105598,0.01337881,0.0819837],"category_scores_gemma":[0.01036689,0.0007884206,0.002512356,0.002700046,0.002212676,0.00530752,0.003693873,0.007966429,0.01868009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545565,"about_ca_system_score_gemma":0.00344991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308249,"about_ca_topic_score_gemma":0.002267127,"domain_scores_codex":[0.997844,0.0003762065,0.0002841291,0.0004588105,0.0007017632,0.0003349856],"domain_scores_gemma":[0.984228,0.006797311,0.001012382,0.0008696684,0.003512362,0.003580212],"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":[0.00005028842,0.00007500093,0.0003282575,0.000399223,0.00002975832,0.0001366931,0.00003663742,0.00006930409,0.000139782,0.002313498,0.9771824,0.01923912],"study_design_scores_gemma":[0.00006916357,0.0001176441,0.003548411,0.00104925,0.00008308062,0.0005241474,0.0001531956,0.0003200596,0.0001149662,0.0116499,0.9823334,0.0000368545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006078694,0.04723996,0.000874817,0.1106896,0.8257896,0.00007711355,0.0005269443,0.0001018093,0.01409248],"genre_scores_gemma":[0.001842674,0.01669184,0.0001944896,0.01384179,0.9469768,0.00008067626,0.0004284933,0.00007482676,0.01986822],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0819837,"threshold_uncertainty_score":0.2742628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400992915","doi":"10.69554/qcvi3102","title":"A coherent economic framework to model correlations between PD, LGD and EaD, and its applications in EaD modelling and IFRS-9","year":2023,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Business; Computer science","authors":[{"name":"Peter Miu","is_ca":true},{"name":"Bogie Ozdemir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1086064786883116,"gpt":0.3479556946531708,"spread":0.2393492159648592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005589262,0.001224426,0.0009981238,0.001688075,0.0007924741,0.002922877,0.002539531,0.002801215,0.004280812],"category_scores_gemma":[0.01337965,0.0007605453,0.001836136,0.001831394,0.001897344,0.003182973,0.00236235,0.003802684,0.0005566863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002674302,"about_ca_system_score_gemma":0.002995394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022575,"about_ca_topic_score_gemma":0.007341242,"domain_scores_codex":[0.9982356,0.0008531217,0.0001066786,0.0002707114,0.0003961298,0.0001377464],"domain_scores_gemma":[0.9959745,0.002171738,0.000809017,0.0002801426,0.0005803843,0.0001842721],"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":[0.000008374129,0.00002688963,0.0009875386,0.00003004719,0.0000278012,0.0001106514,0.00004867133,0.4127762,0.0001806982,0.579007,0.001452164,0.005343858],"study_design_scores_gemma":[0.00001155351,0.00002583227,0.0006681867,0.00003858354,0.00001692571,0.00007191367,0.00003029283,0.7723576,0.00008225004,0.2209405,0.005725102,0.00003132873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008371114,0.0004812681,0.9782818,0.002112098,0.0001197601,0.00007009061,0.0004134213,0.00008671733,0.01006381],"genre_scores_gemma":[0.6726417,0.002756667,0.3017492,0.0006131779,0.0005345979,0.0006109694,0.000967644,0.0001971323,0.01992886],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01022575,"threshold_uncertainty_score":0.0295592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993837","doi":"10.69554/kvmm8179","title":"An analysis of the determinants of S&P ratings assigned to Canadian firms: Application of a multinomial logit","year":2014,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Outsourcing and Supply Chain 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":"Multinomial logistic regression; Logit; Multinomial distribution; Econometrics; Statistics; Economics; Actuarial science; Business; Mathematics","authors":[{"name":"Walid Amdouni","is_ca":false},{"name":"Issouf Soumaré","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681188944242383,"gpt":0.260703991905923,"spread":0.2438921024634992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005636334,0.0006120005,0.0006390946,0.002347163,0.001815464,0.002092121,0.00131444,0.0006204146,0.006269596],"category_scores_gemma":[0.02725088,0.000366567,0.001073156,0.003240995,0.0007184104,0.0009265534,0.001064464,0.001572785,0.0004973934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311381,"about_ca_system_score_gemma":0.01168039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9431896,"about_ca_topic_score_gemma":0.9077345,"domain_scores_codex":[0.9976262,0.001061583,0.0000848315,0.0002430877,0.0004417764,0.0005424901],"domain_scores_gemma":[0.9789701,0.01385327,0.001902836,0.000421009,0.003828075,0.001024692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008654717,0.0003869503,0.792183,0.000295352,0.0005216466,0.0008941129,0.002503141,0.0969207,0.0006988659,0.02325305,0.00966219,0.07181554],"study_design_scores_gemma":[0.00009945696,0.0001823261,0.4534685,0.0001065002,0.0003052269,0.0002179013,0.003380489,0.5319682,0.000464599,0.004163834,0.005481562,0.0001614457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740889,0.0007068503,0.01243347,0.002578615,0.00005342373,0.0001816169,0.002380672,0.00009496112,0.007481511],"genre_scores_gemma":[0.9934605,0.0003400774,0.002237041,0.00005476863,0.00001815692,0.00002254374,0.0006975819,0.000009306774,0.003160025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05681038,"threshold_uncertainty_score":0.1142898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110737015","doi":"10.69554/kvho2660","title":"Is an oligopolistic banking system more resilient and at what cost? A study of the competitiveness of the Canadian banking structure","year":2020,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","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":"Oligopoly; Business; Banking industry; Financial system; Industrial organization; Retail banking; Economics; Market economy; Welfare","authors":[{"name":"Bogie Ozdemir","is_ca":false},{"name":"Michael Giesinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03898362252952357,"gpt":0.2551898408106737,"spread":0.2162062182811501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105562,0.000255066,0.0002672797,0.001080126,0.005638895,0.007972989,0.000733655,0.001018884,0.005698178],"category_scores_gemma":[0.005086056,0.0001616752,0.0003198064,0.001714918,0.008358331,0.003872815,0.00165311,0.001350324,0.0003288905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02917259,"about_ca_system_score_gemma":0.02383337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.756447,"about_ca_topic_score_gemma":0.7975194,"domain_scores_codex":[0.9983529,0.0002435505,0.00003344369,0.0001620052,0.0005652559,0.0006428433],"domain_scores_gemma":[0.9970326,0.0005176938,0.0006916362,0.0001507513,0.0008462039,0.0007610394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003615516,0.0002082187,0.2006229,0.0005591214,0.0002539057,0.002222408,0.04417605,0.01052728,0.004450591,0.6042925,0.02424335,0.1080821],"study_design_scores_gemma":[0.00008513132,0.0002333738,0.5832523,0.0005809814,0.0003203306,0.0008427138,0.10649,0.01034659,0.001323251,0.1178471,0.1783675,0.000310751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196927,0.001298908,0.002142915,0.02870963,0.0000923968,0.00007384422,0.0002198451,0.00003944489,0.1477303],"genre_scores_gemma":[0.9959764,0.0004530672,0.0003088159,0.0007760755,0.00001775576,0.00000393397,0.00003665219,0.000006587406,0.002420653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243553,"threshold_uncertainty_score":0.4899747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993331","doi":"10.69554/vmhv6541","title":"Editorial","year":2019,"lang":"en","type":"editorial","venue":"Journal of risk management in financial institutions","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Klaus Böcker","is_ca":true},{"name":"Philipp Schröder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485180585860276,"gpt":0.2933642778190323,"spread":0.2785124719604296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005431897,0.003881114,0.003479217,0.004957696,0.003767973,0.01082763,0.003348399,0.01861298,0.05116766],"category_scores_gemma":[0.0390506,0.001194814,0.002565917,0.001655405,0.002034033,0.003615397,0.002591689,0.01272708,0.03595775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003553818,"about_ca_system_score_gemma":0.003793062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580306,"about_ca_topic_score_gemma":0.004575369,"domain_scores_codex":[0.9936894,0.00121264,0.0006445154,0.0006994161,0.003160557,0.000593394],"domain_scores_gemma":[0.9690185,0.006937226,0.002481545,0.001253672,0.01405906,0.006249988],"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":[0.00001670758,0.000006756095,0.00001825336,0.0000613197,0.000006721148,0.00009596227,0.000003582476,0.000007822907,0.00001484896,0.00008215199,0.997088,0.002597906],"study_design_scores_gemma":[0.00009068019,0.0000235121,0.0002594544,0.0004216299,0.00003948135,0.0003241636,0.00003538204,0.0001090107,0.00007627813,0.0008817305,0.9977221,0.00001664778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004187605,0.002168291,0.00006127157,0.03514437,0.9580226,0.0000378161,0.00007288542,0.00006113681,0.004389754],"genre_scores_gemma":[0.0004815949,0.00195947,0.00008801706,0.01826839,0.9604923,0.0000386468,0.00007149516,0.00004633709,0.01855389],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05116766,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400994268","doi":"10.69554/mbmc6321","title":"Machine learning and finance","year":2020,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Artificial intelligence; Machine learning","authors":[{"name":"John Hull","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410130194966736,"gpt":0.2427557462110094,"spread":0.218654444261342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589759,0.0005300612,0.0008913336,0.001397276,0.0006186353,0.002929097,0.0003794343,0.001943655,0.009242382],"category_scores_gemma":[0.008227989,0.0002381243,0.0002881946,0.001761679,0.002602014,0.003958723,0.001027385,0.002828035,0.001684132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275882,"about_ca_system_score_gemma":0.0008858222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845984,"about_ca_topic_score_gemma":0.001712519,"domain_scores_codex":[0.9991491,0.0004118965,0.00004605051,0.0001318004,0.0002286771,0.0000324177],"domain_scores_gemma":[0.9944935,0.004216379,0.0002410212,0.0004802435,0.000434283,0.0001346843],"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":[0.00002249352,0.00007101392,0.002540557,0.0002180452,0.00005729249,0.00004127686,0.0001292161,0.005028894,0.0001302566,0.7436762,0.06835224,0.1797324],"study_design_scores_gemma":[0.000008161352,0.00001445528,0.001147391,0.0001243262,0.000009760707,0.000040817,0.00006065548,0.0122203,0.00007682356,0.9144315,0.07185747,0.000008306621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02441524,0.4436275,0.1540708,0.1834958,0.008620552,0.00005452913,0.0008464243,0.0004147679,0.1844544],"genre_scores_gemma":[0.6809668,0.1313302,0.03525349,0.008141283,0.02266752,0.0001894551,0.000919011,0.0002006078,0.1203317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009242382,"threshold_uncertainty_score":0.03091884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972884027","doi":"10.69554/qnrx1202","title":"Counterparty credit risk — news, views and open issues","year":2012,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Credit risk; Business; Credit valuation adjustment; Actuarial science; Counterparty; Risk analysis (engineering); Financial system; Credit reference","authors":[{"name":"Klaus Böcker","is_ca":true},{"name":"R. Stamm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06791415505693653,"gpt":0.3014931874903348,"spread":0.2335790324333983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007126899,0.0005853309,0.0009400146,0.001782173,0.001220056,0.01106347,0.0011586,0.009575707,0.004480626],"category_scores_gemma":[0.04131541,0.0004644815,0.0004542126,0.004137977,0.004030466,0.01605968,0.00172766,0.01333101,0.001616825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678509,"about_ca_system_score_gemma":0.00076954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009401535,"about_ca_topic_score_gemma":0.000788855,"domain_scores_codex":[0.9971023,0.0006313224,0.0003028743,0.0003903148,0.001396892,0.00017632],"domain_scores_gemma":[0.9646408,0.0243707,0.004048001,0.001783737,0.003529147,0.001627589],"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":[0.00031393,0.00008873569,0.001644189,0.0004713041,0.00003936958,0.0005579307,0.0008744647,0.0007146136,0.0009064889,0.1111602,0.6525669,0.2306618],"study_design_scores_gemma":[0.0000377572,0.00008890684,0.004342076,0.001126941,0.00002878905,0.001039031,0.001297659,0.001638134,0.0006839982,0.0618211,0.9277884,0.0001072262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007520021,0.2456327,0.001604791,0.668754,0.05529546,0.000008331429,0.0003103753,0.00009882393,0.02077542],"genre_scores_gemma":[0.1529217,0.2547105,0.002137509,0.09981368,0.4679162,0.00002451103,0.0003311799,0.0002240313,0.02192065],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01106347,"threshold_uncertainty_score":0.03769112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972938670","doi":"10.69554/ybsu8754","title":"Value optimisation in a regulatory constrained regime — A new look at risk vs return optimisation","year":2011,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Value (mathematics); Economics; Value at risk; Econometrics; Actuarial science; Mathematics; Risk management; Statistics; Finance","authors":[{"name":"Peter Miu","is_ca":true},{"name":"Bogie Ozdemir","is_ca":false},{"name":"Michael Giesinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2256516957164095,"gpt":0.358180182694801,"spread":0.1325284869783915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042899,0.0009146673,0.001729094,0.0009499508,0.0005867081,0.006611506,0.001286755,0.003469482,0.004951967],"category_scores_gemma":[0.01043344,0.0007202798,0.001912059,0.0008358231,0.003313213,0.005981833,0.002408276,0.004715839,0.0004199618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933345,"about_ca_system_score_gemma":0.001578369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980823,"about_ca_topic_score_gemma":0.001025983,"domain_scores_codex":[0.9968222,0.00160149,0.0001086753,0.0004575395,0.0006556208,0.0003543896],"domain_scores_gemma":[0.9956304,0.00290526,0.0006922923,0.0002804382,0.000298242,0.0001933246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008273072,0.00006988851,0.0008682082,0.0001231832,0.00007458789,0.0002266518,0.0002085362,0.6700289,0.001349557,0.3111998,0.001503314,0.01426474],"study_design_scores_gemma":[0.00002696045,0.0001792084,0.001143438,0.0001423627,0.00003489101,0.0001353513,0.0001459234,0.7130731,0.0005566977,0.2781247,0.006364421,0.00007291953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09131951,0.006023941,0.8053023,0.006760538,0.0003130238,0.0001467401,0.0001661685,0.0002085107,0.08975933],"genre_scores_gemma":[0.9514698,0.002695212,0.03272988,0.0004980374,0.0002931985,0.000110542,0.00007339161,0.0001635398,0.01196634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006611506,"threshold_uncertainty_score":0.02268744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417196177","doi":"10.69554/ijbb1264","title":"The optimal desk coverage ratio and the Basel III FRTB internal models approach","year":2025,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Banking stability, regulation, efficiency","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":"Desk; Capital requirement; Capital (architecture); Minimum capital; Basel III; Metric (unit); Capital allocation line; Cover (algebra)","authors":[{"name":"Hank Z. Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251403285292615,"gpt":0.2380341316568058,"spread":0.2155200988038797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005517214,0.001156971,0.0008567603,0.001643067,0.0005004255,0.004312098,0.001113704,0.001551071,0.00459551],"category_scores_gemma":[0.02247616,0.0005797714,0.0009649474,0.0008411049,0.001664089,0.003032697,0.002214213,0.00181723,0.0006795644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824992,"about_ca_system_score_gemma":0.001397451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086477,"about_ca_topic_score_gemma":0.001449959,"domain_scores_codex":[0.9930574,0.003136968,0.0002246738,0.0008865295,0.002050034,0.0006444496],"domain_scores_gemma":[0.9921551,0.004039771,0.001379159,0.00103049,0.001154053,0.0002414021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002417146,0.0000670909,0.004698129,0.0001722694,0.00009697773,0.0001941204,0.0002543679,0.4988579,0.002905297,0.4236636,0.006635981,0.06221257],"study_design_scores_gemma":[0.00003705293,0.0002648834,0.00614569,0.0002065862,0.00008180166,0.0003525055,0.0002466181,0.6746313,0.00504215,0.2995768,0.01331258,0.0001019889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1513156,0.002125267,0.6981893,0.002691888,0.0001810374,0.000169727,0.0008278608,0.0005853247,0.1439139],"genre_scores_gemma":[0.9750395,0.0004178966,0.01989279,0.0001597279,0.00008926207,0.00009401279,0.0002266734,0.0001085219,0.003971579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005517214,"threshold_uncertainty_score":0.02917814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081984104","doi":"10.69554/mjge5766","title":"What drives the credit risk in the banking sector? A systematic literature review","year":2025,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Credit risk; Systematic review; Credit reference; Risk management; Credit history; Systematic risk; Credit crunch; Credit enhancement","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695803916342358,"gpt":0.2630317366872554,"spread":0.2460736975238318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00719745,0.0008235172,0.002921535,0.01350634,0.0005663834,0.002540428,0.0009820033,0.001602618,0.003724475],"category_scores_gemma":[0.04241131,0.0007629698,0.004538921,0.01607463,0.0009178704,0.002416945,0.001151254,0.001016857,0.0003478939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185572,"about_ca_system_score_gemma":0.0127915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113622,"about_ca_topic_score_gemma":0.02861007,"domain_scores_codex":[0.9944615,0.001859427,0.001934821,0.0005711724,0.001005198,0.0001678218],"domain_scores_gemma":[0.9505079,0.03713994,0.007537795,0.0006001441,0.003669864,0.0005443193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002721018,0.00009767222,0.03743169,0.7272395,0.01099935,0.0003768454,0.0009772013,0.0004811613,0.0002366796,0.001463658,0.006517351,0.2139067],"study_design_scores_gemma":[0.0001194324,0.000261977,0.08983935,0.8285894,0.04103116,0.001113823,0.001734494,0.0004124652,0.000265982,0.001516832,0.0350248,0.00009026062],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004354815,0.9937841,0.0001747625,0.0006962854,0.00005847694,0.00008585371,0.000505569,0.000004564305,0.0003355254],"genre_scores_gemma":[0.02737469,0.9710445,0.0004892294,0.0004482514,0.00008310465,0.0001501446,0.0003403867,0.000003069515,0.00006660277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01350634,"threshold_uncertainty_score":0.03806424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993098","doi":"10.69554/jkvj5855","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"Journal of risk management in financial institutions","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Luis Seco","is_ca":true},{"name":"Alik Sokolov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01626648158816245,"gpt":0.2977758400807685,"spread":0.2815093584926061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005689327,0.004087022,0.003572325,0.004626235,0.004023498,0.01038536,0.003400535,0.01772827,0.05731741],"category_scores_gemma":[0.03623621,0.001233982,0.002668921,0.001626544,0.001877499,0.003489594,0.002489889,0.01302797,0.03973256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576509,"about_ca_system_score_gemma":0.004023076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778173,"about_ca_topic_score_gemma":0.005118722,"domain_scores_codex":[0.9939039,0.001175237,0.0005294646,0.0006719948,0.003115041,0.0006042706],"domain_scores_gemma":[0.9721095,0.005987045,0.001887961,0.001145876,0.01259303,0.006276496],"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":[0.00001536415,0.000006165457,0.00001555814,0.00004960545,0.000005614125,0.00007921426,0.000003040479,0.000007944921,0.00001272801,0.00007663167,0.9973918,0.002336232],"study_design_scores_gemma":[0.00008397358,0.00002329133,0.0002242595,0.0003460313,0.00003385955,0.0002584236,0.0000309014,0.0001110909,0.00006284109,0.0007654166,0.9980446,0.00001514778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003895511,0.001802877,0.00006257872,0.02980339,0.9631761,0.00003961278,0.00006945374,0.00006592312,0.004941109],"genre_scores_gemma":[0.0004890431,0.001878036,0.00009961454,0.02123662,0.9538523,0.00004737209,0.00008353459,0.00005968638,0.02225387],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05731741,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400993448","doi":"10.69554/bnve6611","title":"Machine learning and its impact on financial institutions","year":2019,"lang":"en","type":"article","venue":"Journal of risk management in financial institutions","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Financial system; Finance","authors":[{"name":"John Hull","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603864064177372,"gpt":0.2565155267671274,"spread":0.2404768861253536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006442044,0.000333255,0.0004400352,0.00153632,0.0008587271,0.004158972,0.0007335502,0.002103191,0.009777725],"category_scores_gemma":[0.04544209,0.0001484446,0.0002923841,0.002028194,0.002510681,0.004051562,0.001183233,0.002497208,0.0006358451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002881597,"about_ca_system_score_gemma":0.001806997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045776,"about_ca_topic_score_gemma":0.008137257,"domain_scores_codex":[0.9978089,0.001512313,0.00005002085,0.0001075677,0.0003653514,0.0001557352],"domain_scores_gemma":[0.9200873,0.06816892,0.003566209,0.001374569,0.005035122,0.001767879],"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":[0.0007832456,0.001158968,0.1345074,0.0003734329,0.0002350453,0.0003789112,0.0007424944,0.08846851,0.0006052545,0.4672669,0.03055754,0.2749223],"study_design_scores_gemma":[0.00006419146,0.0002017541,0.05549705,0.0003647259,0.00009169799,0.0001183843,0.001492621,0.1695161,0.0009568545,0.7360332,0.03559846,0.00006499038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5593502,0.05218027,0.0124461,0.2145675,0.001265735,0.00003413729,0.0008698441,0.000215692,0.1590706],"genre_scores_gemma":[0.9866066,0.005818511,0.001106885,0.0007900792,0.0007140845,0.000007138663,0.00006560987,0.00001618295,0.00487494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045776,"threshold_uncertainty_score":0.03406918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}