{"meta":{"query_hash":"5427424c29e8","filters":{"venue":"Annual Review of Financial Economics"},"cohort_total":22,"direct_labels_cover":0,"predictions_cover":22,"exported":22,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5427424c29e8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Annual+Review+of+Financial+Economics"},"results":[{"id":"W1891479151","doi":"10.1146/annurev-financial-121415-032806","title":"Credit Default Swaps: Past, Present, and Future","year":2016,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"One Mind","keywords":"Credit default swap; Credit derivative; Business; Liberian dollar; Financial system; Intermediation; Financial market; Agency (philosophy); Derivatives market; Finance; Economics; Credit risk; Futures contract; Credit history","score_opus":0.012405654412414308,"score_gpt":0.23373896762319338,"score_spread":0.22133331321077906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891479151","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47853294,0.4257684,0.0030982755,0.03407492,0.0037026145,0.0021357187,0.0044045565,0.000109275876,0.048173286],"genre_scores_gemma":[0.3254073,0.65356123,0.0037991889,0.0033000275,0.010714361,0.00017161459,0.000074494565,0.00015871867,0.0028130384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997949,0.000023867999,0.0011465152,0.00053509756,0.000032496446,0.0003130216],"domain_scores_gemma":[0.9984197,0.00010906275,0.0007319519,0.00053650344,0.000110231245,0.00009254645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008773779,0.00021367322,0.00074158126,0.00011423183,0.00007987063,0.000019384983,0.00030898192,0.00014896282,0.00034166258],"category_scores_gemma":[0.00023634871,0.00019370992,0.00018518436,0.00017119489,0.00019234249,0.0004527431,0.00011616575,0.0000863934,0.00015972018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027331162,0.00016985719,0.027759627,0.0023501841,0.000036135738,0.0000010291808,0.0003932452,0.0000057492093,0.0000040991167,0.5484875,0.031937204,0.38882804],"study_design_scores_gemma":[0.00036475473,0.00009031911,0.08376451,0.00050025765,0.0000112906655,0.0000051205675,0.000011895738,0.000032229953,0.000013282858,0.023356333,0.891573,0.00027701902],"about_ca_topic_score_codex":0.000045998113,"about_ca_topic_score_gemma":0.000010939115,"teacher_disagreement_score":0.8596358,"about_ca_system_score_codex":0.00009613113,"about_ca_system_score_gemma":0.00007362366,"threshold_uncertainty_score":0.7899261},"labels":[],"label_agreement":null},{"id":"W2059419181","doi":"10.1146/annurev-financial-110112-120936","title":"<i>R</i> <sup>2</sup> and the Economy","year":2013,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Volatility (finance); Economics; Creative destruction; Stock (firearms); Stock market; Monetary economics; Financial economics; Microeconomics; Market economy","score_opus":0.009224169519815088,"score_gpt":0.1916659253326073,"score_spread":0.1824417558127922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059419181","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1458553,0.48013273,0.00054320117,0.019873483,0.0004276612,0.003094573,0.0008591469,0.00005839958,0.34915552],"genre_scores_gemma":[0.73958254,0.24100678,0.0006301343,0.014206802,0.0005744242,0.00039076852,0.000045021963,0.00006685376,0.003496698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979563,0.000029995785,0.0013567738,0.00037307726,0.000016582133,0.00026729557],"domain_scores_gemma":[0.9984355,0.0001250639,0.0007450638,0.0005120892,0.00009405366,0.00008821869],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093180966,0.0002072042,0.0011714094,0.0000883972,0.00012077375,0.00006700327,0.00034184146,0.000075056436,0.0011363188],"category_scores_gemma":[0.0002477447,0.00017616872,0.00036373452,0.00016584227,0.00025374303,0.00046004436,0.00014832296,0.00012430648,0.00071209157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097172115,0.000022064809,0.0010169831,0.0008806845,0.00006933059,2.6205828e-7,0.0003110551,0.000040627925,5.502177e-8,0.9699868,0.013685824,0.013976599],"study_design_scores_gemma":[0.00067361613,0.00004308427,0.0016885548,0.0002752506,0.000029328381,0.000007481658,0.0001112672,0.0025086955,0.0000014979225,0.06805324,0.9263453,0.00026270363],"about_ca_topic_score_codex":0.0015394436,"about_ca_topic_score_gemma":0.000027546042,"teacher_disagreement_score":0.91265947,"about_ca_system_score_codex":0.000038547518,"about_ca_system_score_gemma":0.000041922453,"threshold_uncertainty_score":0.9997768},"labels":[],"label_agreement":null},{"id":"W2104126736","doi":"10.1146/annurev-financial-110613-034339","title":"Investor Flows to Asset Managers: Causes and Consequences","year":2014,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Asset (computer security); Finance; Computer science; Computer security","score_opus":0.022902286040067978,"score_gpt":0.23540916527894498,"score_spread":0.212506879238877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104126736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66513866,0.10731483,0.00056719186,0.012525145,0.0019192882,0.0017128235,0.0019358854,0.000092888135,0.20879327],"genre_scores_gemma":[0.68080425,0.27525744,0.0063900794,0.035822928,0.0006213935,0.00016473272,0.000060734103,0.00007548241,0.00080299174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981916,0.000027641192,0.0009851438,0.0004576694,0.000029036923,0.000308895],"domain_scores_gemma":[0.9988796,0.0000822906,0.00048448544,0.0003439624,0.000055390236,0.00015424572],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010514436,0.00023042872,0.0008815384,0.00016031969,0.00008744295,0.000050992912,0.0003002989,0.000098575685,0.00011980919],"category_scores_gemma":[0.0010059007,0.00025478046,0.00012815249,0.00017346858,0.00016462481,0.00043340214,0.00015048582,0.00010215243,0.00018420884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008657106,0.0000256293,0.0011856832,0.001303878,0.00001361915,9.658692e-7,0.00012136304,0.0000086839345,0.000004300918,0.97666407,0.009096014,0.011567158],"study_design_scores_gemma":[0.00020989457,0.0002922592,0.016079511,0.0009697785,0.000014089016,0.000003977795,0.000030173469,0.00005744148,0.00004782867,0.08543512,0.89646834,0.00039158895],"about_ca_topic_score_codex":0.0002931346,"about_ca_topic_score_gemma":0.0001800033,"teacher_disagreement_score":0.8912289,"about_ca_system_score_codex":0.000054209388,"about_ca_system_score_gemma":0.000085741485,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W2128096449","doi":"10.1146/annurev-financial-110613-034241","title":"Optimal Exercise for Derivative Securities","year":2014,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Presentation (obstetrics); Derivative (finance); Style (visual arts); Focus (optics); Field (mathematics); Mathematical economics; Economics; Computer science; Financial economics; Mathematics; Pure mathematics; Medicine; History; Physics; Surgery","score_opus":0.015179007284441836,"score_gpt":0.2384652380169239,"score_spread":0.22328623073248208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128096449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007717115,0.0886028,0.8858561,0.0011037049,0.000542616,0.0015167422,0.0031476573,0.000045907924,0.011467334],"genre_scores_gemma":[0.45625108,0.35813135,0.16196051,0.014264713,0.00260923,0.004627337,0.0006647123,0.0002934356,0.001197619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983439,0.0000028419113,0.0009847143,0.00037542402,0.000018210063,0.00027494857],"domain_scores_gemma":[0.9986608,0.0001159209,0.0006801889,0.00031277517,0.0001588185,0.00007147083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054453145,0.00018377783,0.0008320933,0.00008583018,0.000108752545,0.000015623258,0.000327325,0.00010136752,0.000038769096],"category_scores_gemma":[0.00083804445,0.00022266751,0.00025191918,0.00015554443,0.0001075696,0.00021833352,0.00006255857,0.000082383005,0.00009346482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000150401,0.00004399759,0.000034061635,0.0016872296,0.000007443271,4.032508e-8,0.00018044177,0.00001727303,4.510522e-7,0.97067845,0.0016236971,0.025711847],"study_design_scores_gemma":[0.0004436029,0.00019259511,0.0011329866,0.0012825498,0.000024693907,0.0000016227281,0.00003624654,0.0007973838,0.00007298593,0.31716886,0.67846143,0.00038503323],"about_ca_topic_score_codex":0.0000400457,"about_ca_topic_score_gemma":0.000006780172,"teacher_disagreement_score":0.7238956,"about_ca_system_score_codex":0.00004149156,"about_ca_system_score_gemma":0.000077091274,"threshold_uncertainty_score":0.9080118},"labels":[],"label_agreement":null},{"id":"W2136146465","doi":"10.1146/annurev.financial.050808.114257","title":"Never Waste a Good Crisis: An Historical Perspective on Comparative Corporate Governance","year":2009,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate governance; Affect (linguistics); Perspective (graphical); Capital (architecture); Path dependence; Financial crisis; Economic system; Market economy; Business; Political economy; Economics; Political science; Economy; Sociology; Macroeconomics; Finance; Geography; Neoclassical economics","score_opus":0.03053392130117238,"score_gpt":0.2540975194449678,"score_spread":0.2235635981437954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136146465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8382311,0.04390016,0.0002951163,0.03410248,0.0025737074,0.00226517,0.0006088989,0.00020288491,0.07782052],"genre_scores_gemma":[0.94061846,0.01685737,0.00014268514,0.04013459,0.001637598,0.000024807225,0.000028076432,0.000026750202,0.00052967254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984097,0.000016202124,0.0006238408,0.0004975145,0.00015510904,0.00029763943],"domain_scores_gemma":[0.9974897,0.000020821612,0.001666494,0.0004072242,0.00038836623,0.00002741246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003007257,0.0003049726,0.0008080369,0.000058475613,0.00010154079,0.000038843304,0.00039676702,0.00008538854,0.000052539097],"category_scores_gemma":[0.00013271987,0.00030150046,0.00020818417,0.0003710759,0.00004270154,0.0021973236,0.000045165125,0.00021004975,0.00024781507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002563619,0.00044999388,0.00047970665,0.00050872343,0.0000147483115,0.000016119855,0.00015818469,0.0001680978,0.000006905044,0.8344123,0.15015863,0.013370224],"study_design_scores_gemma":[0.0009082903,0.00048584168,0.065420106,0.0021457186,0.00010054728,0.0000030186218,0.00023364353,0.00023333431,0.000047887534,0.017723113,0.9119555,0.0007430247],"about_ca_topic_score_codex":0.00058764254,"about_ca_topic_score_gemma":0.00017476051,"teacher_disagreement_score":0.8166892,"about_ca_system_score_codex":0.0004813528,"about_ca_system_score_gemma":0.00015077108,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W2585950877","doi":"10.1146/annurev-financial-110716-032429","title":"A Firm's Cost of Capital","year":2017,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Cost of capital; Weighted average cost of capital; Marginal cost of capital schedule; Return on capital; Economics; Implicit cost; Cost of equity; Portfolio; Capital (architecture); Cost estimate; Financial capital; Finance; Actuarial science; Financial economics; Business; Microeconomics; Total cost; Capital formation; Profit (economics)","score_opus":0.041011361603471075,"score_gpt":0.3229869929877333,"score_spread":0.28197563138426224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585950877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93695515,0.004834258,0.0000414555,0.0016985008,0.0006769341,0.0006758876,0.00006167075,0.000017283994,0.055038836],"genre_scores_gemma":[0.9890788,0.008820407,0.00010098378,0.0009854895,0.0005975095,0.00002817496,0.000021217566,0.000015613508,0.00035178073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988366,0.0000059500044,0.00066668075,0.00017841844,0.00012636324,0.00018601217],"domain_scores_gemma":[0.9975585,0.00003061554,0.0014163553,0.00047457812,0.0005070986,0.000012856149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012412096,0.00010665147,0.0004351468,0.000075786105,0.00017331152,0.000053094303,0.00043167477,0.000057836172,0.000119259996],"category_scores_gemma":[0.0053681727,0.000104506995,0.00017330784,0.00006608638,0.00013547397,0.0006988587,0.00020498429,0.00009268991,0.00010379441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006481888,0.00019138612,0.04946084,0.013017997,0.000027689824,0.00001004953,0.00009199729,0.000022743016,0.000034660672,0.2304038,0.035081953,0.67159206],"study_design_scores_gemma":[0.0004194896,0.000037600905,0.2654804,0.002918008,0.000052782343,0.0000017333864,0.00002968454,0.00022917312,0.000109050525,0.003964429,0.7265157,0.0002419262],"about_ca_topic_score_codex":0.00091732485,"about_ca_topic_score_gemma":0.00014409564,"teacher_disagreement_score":0.6914338,"about_ca_system_score_codex":0.000018142995,"about_ca_system_score_gemma":0.00020759155,"threshold_uncertainty_score":0.6426592},"labels":[],"label_agreement":null},{"id":"W2601609073","doi":"10.1146/annurev-financial-110716-032355","title":"Information Disclosure in Financial Markets","year":2017,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":418,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"CONTEST; Financial market; Business; Investment (military); Quality (philosophy); Capital market; Private information retrieval; Production (economics); Investment decisions; Welfare; Financial instrument; Information asymmetry; Voluntary disclosure; Finance; Economics; Microeconomics; Market economy","score_opus":0.015403938471505984,"score_gpt":0.23212782424286862,"score_spread":0.21672388577136265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601609073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48436382,0.04236389,0.00015588952,0.0051869135,0.0028135374,0.0015546471,0.002821438,0.000041990057,0.46069786],"genre_scores_gemma":[0.83822477,0.15666091,0.00043792833,0.00380793,0.00029014397,0.00010125049,0.000090511814,0.00002761994,0.00035890905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976912,0.00001821741,0.0016017781,0.000273786,0.00003835657,0.00037666954],"domain_scores_gemma":[0.9974263,0.000034037967,0.0016412276,0.00074374356,0.000077356046,0.00007734654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012212958,0.00025254107,0.0009470572,0.00019395976,0.00020599754,0.000102164246,0.00070166006,0.00018358052,0.00019839981],"category_scores_gemma":[0.0023812018,0.00028965785,0.00024661876,0.000104990366,0.0001929541,0.0026153657,0.00016930637,0.00021030767,0.00024582873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050815725,0.00007384846,0.020380013,0.0017222693,0.0000074327786,0.0000022579027,0.00022701906,0.000004192863,2.8801475e-7,0.93785393,0.008927019,0.030750906],"study_design_scores_gemma":[0.0004728553,0.000073130584,0.4936708,0.0011053329,0.0000050705507,0.0000015634216,0.000017091355,0.000032084616,0.000009178226,0.04494848,0.45937207,0.0002923668],"about_ca_topic_score_codex":0.00041350556,"about_ca_topic_score_gemma":0.00016104814,"teacher_disagreement_score":0.8929055,"about_ca_system_score_codex":0.000106427535,"about_ca_system_score_gemma":0.0002191961,"threshold_uncertainty_score":0.99995553},"labels":[],"label_agreement":null},{"id":"W3033290158","doi":"10.1146/annurev-financial-012820-033052","title":"Informed Options Trading Before Corporate Events","year":2020,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Volkswagen Foundation; Alexander von Humboldt-Stiftung","keywords":"Insider trading; Business; Alternative trading system; Extant taxon; Credit default swap; Algorithmic trading; Earnings; Trading strategy; Accounting; Financial economics; Mergers and acquisitions; Finance; Economics; Credit risk","score_opus":0.03045470781741613,"score_gpt":0.23154303389495776,"score_spread":0.20108832607754162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033290158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606589,0.008677957,0.0003651438,0.0123701915,0.0009240955,0.0013691529,0.00047226794,0.00011485634,0.015047448],"genre_scores_gemma":[0.9218287,0.03651033,0.00026135152,0.039390296,0.0016223263,0.00006465122,0.00012474039,0.000038146452,0.00015946978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998928,0.0000035788814,0.00057977426,0.00021347274,0.00007421302,0.0002009781],"domain_scores_gemma":[0.9985566,0.000015956082,0.0011042968,0.0001625289,0.00013928302,0.000021343973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017364077,0.00016689816,0.00043321107,0.000042519092,0.00007223695,0.000021177277,0.00028295728,0.000052974203,0.00007742874],"category_scores_gemma":[0.000445337,0.0001708649,0.00016703071,0.00035458314,0.000037513197,0.0013866614,0.000082727,0.000103531274,0.0002466547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001653872,0.00017348997,0.07069786,0.029056579,0.00005834106,0.000019562396,0.00030902357,0.000200734,0.00000992867,0.4379952,0.16260253,0.29871136],"study_design_scores_gemma":[0.0004553132,0.00004166274,0.13269036,0.0019940229,0.00006332264,0.0000012774242,0.000019155084,0.00041612188,0.000007748456,0.004414761,0.8596022,0.0002940612],"about_ca_topic_score_codex":0.000050643874,"about_ca_topic_score_gemma":0.000104779014,"teacher_disagreement_score":0.69699967,"about_ca_system_score_codex":0.000030281013,"about_ca_system_score_gemma":0.00017555676,"threshold_uncertainty_score":0.69676685},"labels":[],"label_agreement":null},{"id":"W3125134395","doi":"10.1146/annurev-financial-102710-144828","title":"Finance and Governance in Developing Economies","year":2011,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate governance; Big business; Industrialisation; Shareholder; Externality; Shareholder value; Government (linguistics); Control (management); State (computer science); Business; Maximization; Economics; Market economy; Economic system; Finance; Microeconomics; Management","score_opus":0.01949214204274715,"score_gpt":0.2076320524512008,"score_spread":0.18813991040845365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125134395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363678,0.02680575,0.0000570102,0.0012082269,0.00042304627,0.00042351987,0.00006697497,0.000021909278,0.034625746],"genre_scores_gemma":[0.72820485,0.26028648,0.0009616618,0.010073465,0.0002670256,0.000038745362,0.0000064486962,0.000023428529,0.00013789872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99889255,0.000004014403,0.0005606949,0.00028262986,0.00003817012,0.00022191754],"domain_scores_gemma":[0.99903476,0.000018259469,0.0006680666,0.00019429052,0.00007845568,0.000006174534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189117,0.00017121404,0.00046820217,0.000051544488,0.00003886998,0.000014520369,0.00022839253,0.000057042307,0.000046305217],"category_scores_gemma":[0.00014502485,0.00018433754,0.00006364903,0.0002060367,0.00007813766,0.0013261456,0.000116042196,0.00008748366,0.000066945235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042672065,0.00004016559,0.05975797,0.0034482453,0.000004543354,0.000008956545,0.000081016835,0.000005876948,6.698858e-7,0.8442751,0.0037052024,0.08862956],"study_design_scores_gemma":[0.00023695006,0.000010126351,0.544558,0.0023308978,0.000008619615,0.0000015149546,0.000007556987,0.000031289383,0.000019305631,0.0052026003,0.4473748,0.00021832812],"about_ca_topic_score_codex":0.00069614657,"about_ca_topic_score_gemma":0.0008995253,"teacher_disagreement_score":0.8390725,"about_ca_system_score_codex":0.000043963184,"about_ca_system_score_gemma":0.0001135787,"threshold_uncertainty_score":0.75170666},"labels":[],"label_agreement":null},{"id":"W3184834263","doi":"10.1146/annurev-financial-110118-123129","title":"What Do We Know About Corporate Bond Returns?","year":2021,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University; York University; Florida State University","keywords":"Corporate bond; Bond; Econometrics; Economics; Variation (astronomy); Financial economics; Corporate finance; Finance","score_opus":0.02589637974334734,"score_gpt":0.24626437599528486,"score_spread":0.22036799625193754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184834263","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05407007,0.9278797,0.00025745836,0.0038001768,0.0030912128,0.0003959003,0.0014919819,0.000031527117,0.008981982],"genre_scores_gemma":[0.021634579,0.97399575,0.0009316775,0.00069765706,0.0005262482,0.000037693542,0.00013083935,0.000042070536,0.002003495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971093,0.000023020997,0.0017463599,0.00065654516,0.00004769896,0.00041707512],"domain_scores_gemma":[0.9971155,0.00008580226,0.0015926112,0.0007606143,0.00028994455,0.0001555345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007679741,0.0002990757,0.0012510446,0.00015274473,0.00013376241,0.000116102805,0.00035671925,0.00023143101,0.00049840286],"category_scores_gemma":[0.0008161827,0.00037305657,0.0004976326,0.0004980775,0.00015213658,0.0010441984,0.00015315671,0.00025845974,0.0005726344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014981749,0.00012277221,0.0030875467,0.0012603666,0.000029463154,0.000013931453,0.00035332295,0.000018758314,0.000003208994,0.78567314,0.021795237,0.18762726],"study_design_scores_gemma":[0.00030352362,0.000059697133,0.015483775,0.0040164227,0.000022296288,0.000014655782,0.00009708043,0.00003883237,0.00010052554,0.061263274,0.91820526,0.00039464602],"about_ca_topic_score_codex":0.000033607485,"about_ca_topic_score_gemma":0.00011638431,"teacher_disagreement_score":0.89641005,"about_ca_system_score_codex":0.00012858876,"about_ca_system_score_gemma":0.00038536024,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W4232046918","doi":"10.1146/annurev-financial-102620-103311","title":"Climate Finance","year":2021,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":821,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Climate Finance; Climate change; Climate risk; Context (archaeology); Real estate; Asset (computer security); Financial economics; Construct (python library); Economics; Business; Finance; Geography; Computer science; Ecology","score_opus":0.01571408536427924,"score_gpt":0.22750847466096433,"score_spread":0.2117943892966851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232046918","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16758564,0.16642377,0.00044822608,0.002975482,0.0027879295,0.00053554884,0.0024867095,0.0000793784,0.6566773],"genre_scores_gemma":[0.115879565,0.87525594,0.0027308075,0.0050027943,0.00031128884,0.000031565174,0.0001065136,0.00005713248,0.0006243647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974268,0.000021235031,0.0015161495,0.0005524678,0.000020028732,0.0004632815],"domain_scores_gemma":[0.99825686,0.00006568258,0.0008404122,0.0006341861,0.00011952479,0.000083359795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094715407,0.00023586802,0.0011163986,0.00009210648,0.00009573361,0.000030342455,0.00032714702,0.00014427255,0.00055360206],"category_scores_gemma":[0.0006083788,0.0003166692,0.0003888566,0.00024342023,0.00009079263,0.00039996704,0.0001709996,0.00017073184,0.0008715181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021255655,0.00014950059,0.0037802837,0.0029274845,0.000026572627,0.000014663578,0.00015635995,0.00004780001,0.0000027059202,0.8909625,0.009484076,0.0924268],"study_design_scores_gemma":[0.00037995123,0.000052668467,0.0045100325,0.0012659349,0.000015592594,0.00002050133,0.000021432055,0.00017526858,0.00019662759,0.021476312,0.9714133,0.00047233736],"about_ca_topic_score_codex":0.00002699647,"about_ca_topic_score_gemma":0.000038162667,"teacher_disagreement_score":0.96192926,"about_ca_system_score_codex":0.00010461615,"about_ca_system_score_gemma":0.00019098542,"threshold_uncertainty_score":0.99992853},"labels":[],"label_agreement":null},{"id":"W4236785200","doi":"10.1146/annurev-fe-3-103111-100001","title":"Preface","year":2011,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Climate change; Economics; Management science; Ecology","score_opus":0.0940887696148004,"score_gpt":0.2552829086540943,"score_spread":0.16119413903929392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236785200","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19644907,0.12564957,0.00038778098,0.0011779583,0.0018107537,0.0010181918,0.0044710063,0.00008996288,0.66894567],"genre_scores_gemma":[0.32243174,0.65796256,0.0043874253,0.012679768,0.00059798855,0.00013666987,0.00010987754,0.000118077194,0.001575897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791616,0.000010245898,0.0013032891,0.00039579044,0.000012785138,0.0003617218],"domain_scores_gemma":[0.9984706,0.00003153397,0.00083455176,0.0005001559,0.000048106052,0.000115048526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070063164,0.00021252531,0.0008714267,0.00013234951,0.00005560556,0.00000918316,0.00041742928,0.0001281787,0.0015717174],"category_scores_gemma":[0.00031141535,0.00026535828,0.0002952477,0.00013276203,0.00010298652,0.0003993077,0.00011877258,0.00012943312,0.0013985946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002468884,0.00013118293,0.004588101,0.00199546,0.00003131022,0.0000014955359,0.0013741594,0.0000015715326,7.461489e-7,0.9789557,0.006051376,0.00684421],"study_design_scores_gemma":[0.0005551496,0.00022624686,0.019872246,0.0011200975,0.000026596328,0.000013515751,0.000093116614,0.000057961544,0.00028038945,0.10817029,0.8688327,0.0007516525],"about_ca_topic_score_codex":0.0003431598,"about_ca_topic_score_gemma":0.00005805094,"teacher_disagreement_score":0.8707854,"about_ca_system_score_codex":0.000082999424,"about_ca_system_score_gemma":0.000055322733,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W4248554024","doi":"10.1146/annurev-financial-012820-015057","title":"Debt Structure","year":2020,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; BAFFI CAREFIN","keywords":"Capital structure; Debt levels and flows; Debt; Internal debt; Debt-to-GDP ratio; Recourse debt; Senior debt; Debt ratio; Business; External debt; Monetary economics; Equity value; Financial system; Economics; Financial economics; Finance","score_opus":0.011739644197590273,"score_gpt":0.20488183255103645,"score_spread":0.19314218835344618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248554024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9003082,0.038397226,0.0003519432,0.027041001,0.0012437194,0.0010641413,0.00080181623,0.00012365644,0.030668328],"genre_scores_gemma":[0.8553905,0.027867988,0.00019551253,0.11393818,0.0024457043,0.0000083416835,0.00005459492,0.000030341384,0.000068815774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921054,0.000002568693,0.00037368972,0.00020748859,0.000055695433,0.00015003499],"domain_scores_gemma":[0.9992244,0.000009424252,0.00048120366,0.00015320697,0.00011924389,0.000012470956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008563946,0.00013380875,0.000372598,0.000020658796,0.000037576177,0.000018641811,0.0002561142,0.000047791997,0.00018387641],"category_scores_gemma":[0.00028639613,0.00013075658,0.00011466297,0.00022312097,0.000031973006,0.0007119608,0.00007875965,0.000092148264,0.00020658672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011161605,0.000059123435,0.019990046,0.019687952,0.000024520692,0.000017425751,0.00010433529,0.0001306079,0.000063845844,0.357307,0.32391402,0.27858955],"study_design_scores_gemma":[0.00018265507,0.000014520359,0.023183882,0.0006547136,0.000027086757,5.706189e-7,0.0000051622355,0.000082515005,0.000026816902,0.0017041197,0.97394854,0.0001694465],"about_ca_topic_score_codex":0.00006590496,"about_ca_topic_score_gemma":0.000046890214,"teacher_disagreement_score":0.6500345,"about_ca_system_score_codex":0.0000114029035,"about_ca_system_score_gemma":0.00007418423,"threshold_uncertainty_score":0.53320986},"labels":[],"label_agreement":null},{"id":"W4289335657","doi":"10.1146/annurev-financial-101821-115140","title":"Kindleberger Cycles: Method in the Madness of Crowds?","year":2022,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Crowds; Mainstream; Economics; Perspective (graphical); Capital (architecture); Boom; Monetary economics; Stock (firearms); Social capital; Financial economics; Political science","score_opus":0.021041760386645098,"score_gpt":0.25807617761042834,"score_spread":0.23703441722378324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289335657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50347394,0.36199605,0.0026332014,0.0075329915,0.0021704673,0.0028892967,0.008124078,0.00003399645,0.111145966],"genre_scores_gemma":[0.9659227,0.028806182,0.0012693399,0.0028921808,0.00015829143,0.00022852699,0.00006679724,0.00003900194,0.0006169708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773514,0.000103008846,0.0015858334,0.000312219,0.000045925106,0.00021786154],"domain_scores_gemma":[0.9981682,0.00013157575,0.0010925818,0.000534077,0.00004537711,0.000028228029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028680712,0.00014822169,0.0010433967,0.00019695539,0.00009665514,0.000010601828,0.00063533004,0.000041684558,0.0011668078],"category_scores_gemma":[0.00020426774,0.00014647184,0.00041486745,0.00056589185,0.000052673713,0.00014477133,0.00018227339,0.00018028726,0.000029653631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029245295,0.00024309159,0.006946258,0.0018626805,0.00006637083,0.0000039324887,0.0018416259,0.00088012335,0.0000018126356,0.9640364,0.0052949795,0.018793477],"study_design_scores_gemma":[0.00032098606,0.00013385668,0.021361893,0.0002459311,0.000028571116,0.000011178895,0.00069731736,0.00043653234,0.000008881962,0.016701903,0.9597764,0.0002765545],"about_ca_topic_score_codex":0.0015289304,"about_ca_topic_score_gemma":0.00016455889,"teacher_disagreement_score":0.9544814,"about_ca_system_score_codex":0.000081898914,"about_ca_system_score_gemma":0.00007495478,"threshold_uncertainty_score":0.99974626},"labels":[],"label_agreement":null},{"id":"W4292909241","doi":"10.1146/annurev-financial-111620-112740","title":"Financing Health Care Delivery","year":2022,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Health care; Private sector; Health care financing; Health care delivery; Key (lock); Public health; Finance; Public sector; Health insurance; Private insurance; Public economics; Nursing; Medicine; Economic growth; Economics","score_opus":0.02711065660640579,"score_gpt":0.2729315863392441,"score_spread":0.24582092973283828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292909241","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039073445,0.85572714,0.0004416218,0.036470342,0.0025701304,0.0020961312,0.007934382,0.00008758408,0.055599242],"genre_scores_gemma":[0.60606253,0.31596208,0.001220047,0.07510734,0.00035444179,0.00034398955,0.000244552,0.000067670946,0.00063733995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997686,0.000053822754,0.0013795802,0.00042054956,0.00003810677,0.00042189666],"domain_scores_gemma":[0.99841374,0.00003606815,0.0009471854,0.00044105327,0.000050841565,0.000111094116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012634223,0.00017387727,0.0008534679,0.00018726678,0.00030040377,0.000008907671,0.00040006728,0.000040447492,0.00032748884],"category_scores_gemma":[0.00017635658,0.00024013348,0.00025687367,0.00025429143,0.00003504071,0.00017939141,0.00031545162,0.00023265234,0.0001236964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013129852,0.00006272752,0.00029462576,0.0048261955,0.000016118549,0.0000026227322,0.0017512577,0.00012656087,6.028263e-8,0.8689654,0.029188534,0.094752766],"study_design_scores_gemma":[0.00021674862,0.00024244052,0.0012192503,0.00028967997,0.0000041239105,0.000003381282,0.00029190758,0.000021889531,0.0000023141697,0.0030315628,0.9944603,0.00021644312],"about_ca_topic_score_codex":0.0025887254,"about_ca_topic_score_gemma":0.00018993457,"teacher_disagreement_score":0.9652717,"about_ca_system_score_codex":0.00058156427,"about_ca_system_score_gemma":0.00044749572,"threshold_uncertainty_score":0.9792359},"labels":[],"label_agreement":null},{"id":"W4308017296","doi":"10.1146/annurev-financial-111720-091804","title":"A Survey of Alternative Measures of Macroeconomic Uncertainty: Which Measures Forecast Real Variables and Explain Fluctuations in Asset Volatilities Better?","year":2022,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Survey of Professional Forecasters; Economics; Volatility (finance); Econometrics; Treasury; Stock market; Earnings; Inflation (cosmology); Stock (firearms); Financial economics; Bond; Monetary policy; Monetary economics; Finance; Engineering","score_opus":0.03845077868501643,"score_gpt":0.25567316501964377,"score_spread":0.21722238633462734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308017296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96794355,0.012099071,0.00016821238,0.00018892226,0.00023527534,0.00056906877,0.015501088,0.0000053048734,0.003289483],"genre_scores_gemma":[0.9687962,0.030491397,0.00023381952,0.00011981281,0.000023631166,0.00008013971,0.00020630685,0.00002125838,0.000027431848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969317,0.00021282889,0.00206745,0.00046170413,0.00006108474,0.00026523267],"domain_scores_gemma":[0.99729085,0.00047618547,0.0015176189,0.00040879773,0.0002481852,0.000058382637],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052901353,0.00022878435,0.0013741432,0.00031486762,0.00008708512,0.000012842523,0.00038317288,0.000081189064,0.00014399503],"category_scores_gemma":[0.0014985962,0.0002884728,0.00014933561,0.00034289047,0.00014861059,0.0002601704,0.00023362435,0.00021815603,8.3481336e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031456538,0.00033132522,0.8672293,0.0029218195,0.00018631204,0.0000011307368,0.0023154125,0.0020102947,0.000008135579,0.097271256,0.0006080594,0.026802426],"study_design_scores_gemma":[0.0013339982,0.0004550492,0.8511723,0.00069873716,0.00004025354,0.0000044934545,0.00037864698,0.07649553,0.000023064504,0.055436857,0.013300507,0.00066055247],"about_ca_topic_score_codex":0.015079787,"about_ca_topic_score_gemma":0.013987163,"teacher_disagreement_score":0.074485235,"about_ca_system_score_codex":0.00021282524,"about_ca_system_score_gemma":0.0002947235,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W4388115377","doi":"10.1146/annurev-financial-100521-103241","title":"The Changing Face of Chapter 11 Bankruptcy: Insights from Recent Trends and Research","year":2023,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Default; Bankruptcy; Creditor; Restructuring; Leverage (statistics); Negotiation; Equity (law); Debt; Bargaining power; Business; Capital structure; Balance (ability); Face (sociological concept); Economics; Finance; Political science","score_opus":0.040867790280239916,"score_gpt":0.28002889010835774,"score_spread":0.23916109982811784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388115377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9168574,0.059488505,0.0000071463614,0.011311153,0.0008259452,0.0003458049,0.00011713476,0.000026641328,0.011020223],"genre_scores_gemma":[0.6667689,0.33083576,0.000012732723,0.0011266923,0.00069352286,0.000021039523,0.000041082985,0.0000189028,0.00048131697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909294,0.000011286721,0.00038984302,0.00019123092,0.00010937354,0.00020532169],"domain_scores_gemma":[0.99908394,0.000114228715,0.00035718412,0.00022344217,0.00021194157,0.000009265289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072933827,0.00009884285,0.00027329405,0.0001571508,0.00016232328,0.000032156644,0.00023856529,0.000037507816,0.00003929142],"category_scores_gemma":[0.0003251429,0.000077621335,0.00006477656,0.00053465547,0.00012278117,0.0004234141,0.00025001072,0.00009777847,0.00005083971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026470343,0.000019146551,0.00051685184,0.00085118995,0.000011151087,0.00000274504,0.00065014017,0.000004934534,0.000015025978,0.26476273,0.007888884,0.7252507],"study_design_scores_gemma":[0.00010877913,0.000011658631,0.014277594,0.0009705701,0.000012214599,1.1217426e-7,0.00014013059,0.00017974753,0.00004796602,0.00836289,0.97579545,0.0000929167],"about_ca_topic_score_codex":0.00045105157,"about_ca_topic_score_gemma":0.0010465427,"teacher_disagreement_score":0.96790653,"about_ca_system_score_codex":0.000015482581,"about_ca_system_score_gemma":0.000033415676,"threshold_uncertainty_score":0.31653062},"labels":[],"label_agreement":null},{"id":"W4388115473","doi":"10.1146/annurev-financial-110921-014557","title":"Default and Bankruptcy Resolution in China","year":2023,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bankruptcy; Stylized fact; Restructuring; Default; China; Debt restructuring; Debt; Enforcement; Business; Financial system; Insolvency; Politics; Law and economics; Economics; Finance; Political science; Law; Macroeconomics; Sovereign debt","score_opus":0.010907129471399274,"score_gpt":0.22235215111972395,"score_spread":0.21144502164832468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388115473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649585,0.017157406,0.000010546566,0.0030985547,0.000530939,0.00035614878,0.00004891438,0.000044997487,0.013794],"genre_scores_gemma":[0.8685329,0.12524967,0.00006088503,0.0048878836,0.00082283525,0.000032240678,0.00006646528,0.000023056153,0.00032404464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992926,0.000004425218,0.0003469952,0.00016529461,0.00004121293,0.00014944977],"domain_scores_gemma":[0.9995449,0.000016473346,0.0002668032,0.00012002916,0.000045915847,0.0000058892383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044412047,0.000089859524,0.00024864895,0.00009453042,0.000036630827,0.000016618114,0.00011107402,0.00003717612,0.000022642123],"category_scores_gemma":[0.0003512841,0.00009387611,0.00004956233,0.00031003432,0.000039863207,0.00068252406,0.00009523255,0.00007133961,0.000110242756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006884254,0.00009543903,0.019896617,0.012884421,0.000008793651,0.000023532737,0.00030305152,0.00017100315,0.000011512947,0.43600824,0.0825087,0.44801986],"study_design_scores_gemma":[0.00019828562,0.000010186262,0.29841965,0.0018396315,0.000010687656,6.730496e-7,0.000017240704,0.000843552,0.000002486825,0.009040926,0.68946826,0.00014842102],"about_ca_topic_score_codex":0.0005929944,"about_ca_topic_score_gemma":0.00087473553,"teacher_disagreement_score":0.6069596,"about_ca_system_score_codex":0.00001714475,"about_ca_system_score_gemma":0.000038968414,"threshold_uncertainty_score":0.38281566},"labels":[],"label_agreement":null},{"id":"W4388115504","doi":"10.1146/annurev-financial-053122-021925","title":"Pari-Mutuel Betting Markets: Racetracks and Lotteries Revisited","year":2023,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Arbitrage; Lottery; Hedge fund; Economics; Financial economics; Financial market; Hedge; Investment (military); Microeconomics; Finance","score_opus":0.015044480274062048,"score_gpt":0.23248950052327624,"score_spread":0.2174450202492142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388115504","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8009085,0.16587405,0.00013957036,0.003836383,0.00083144783,0.0007131308,0.0019743503,0.00010365047,0.025618901],"genre_scores_gemma":[0.36503455,0.63011396,0.00027276654,0.0031049114,0.0002772709,0.00002579856,0.00012935161,0.000041320385,0.0010001028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980262,0.0000095588175,0.0012069055,0.0004039471,0.000027543902,0.00032584372],"domain_scores_gemma":[0.99868214,0.00006743642,0.0007404941,0.0003561025,0.00006660443,0.00008719508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014879603,0.00020036765,0.0008639764,0.00020287819,0.00011052132,0.00003967864,0.00021583831,0.0001043385,0.00025864222],"category_scores_gemma":[0.00043268123,0.00022953078,0.00017131328,0.00036031633,0.00010352133,0.00037035052,0.00012560675,0.00014760341,0.00026960752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067954345,0.000102135054,0.14451478,0.014511799,0.00014354757,0.000022614382,0.0010197536,0.00006826637,0.000003712139,0.5975317,0.08648492,0.15552881],"study_design_scores_gemma":[0.00023544546,0.000056073375,0.12762648,0.0012706215,0.000018197983,0.0000055426426,0.00003826089,0.0011883073,0.000010120573,0.005302112,0.8639074,0.00034144297],"about_ca_topic_score_codex":0.000048275146,"about_ca_topic_score_gemma":0.000010568712,"teacher_disagreement_score":0.7774225,"about_ca_system_score_codex":0.000036864705,"about_ca_system_score_gemma":0.0000440662,"threshold_uncertainty_score":0.93599933},"labels":[],"label_agreement":null},{"id":"W4409672942","doi":"10.1146/annurev-financial-120522-114723","title":"Fragility of Financial Markets","year":2025,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fragility; Financial fragility; Financial system; Business; Financial market; Economics; Finance; Financial crisis; Chemistry; Keynesian economics","score_opus":0.01147374979220487,"score_gpt":0.23032227569931538,"score_spread":0.2188485259071105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409672942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36690518,0.34405094,0.002477923,0.002497521,0.0023514193,0.00150634,0.0049089016,0.000051771647,0.27525],"genre_scores_gemma":[0.8905218,0.10253709,0.00092077587,0.0024800377,0.00020766306,0.00005821478,0.00006497394,0.00003004652,0.0031793686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997128,0.000029904762,0.002102241,0.00044120263,0.000029825987,0.00026880746],"domain_scores_gemma":[0.9978997,0.000087318476,0.0011264584,0.0006553309,0.000171839,0.00005932016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012072787,0.00021643777,0.0015814189,0.00023665634,0.00007013573,0.000011447887,0.0004341513,0.00014009522,0.0006899557],"category_scores_gemma":[0.0010639735,0.00025620256,0.0006106185,0.00050702423,0.00012940181,0.0002083416,0.00016139225,0.00013615891,0.00007596555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000500131,0.0001416717,0.0108741615,0.0055490863,0.00007807486,9.632415e-7,0.00008977507,0.000013944895,0.0000018228267,0.93205535,0.014195029,0.03695009],"study_design_scores_gemma":[0.0003513138,0.00006971008,0.10380764,0.0014830427,0.00004392526,0.0000010181626,0.000016326065,0.00014308156,0.000054977736,0.03181778,0.86193734,0.0002738365],"about_ca_topic_score_codex":0.00059441966,"about_ca_topic_score_gemma":0.00012357342,"teacher_disagreement_score":0.90023756,"about_ca_system_score_codex":0.00008765149,"about_ca_system_score_gemma":0.00022258528,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W4412398496","doi":"10.1146/annurev-financial-082123-105625","title":"The Evolution of Financial Services in the United States","year":2025,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Financial services; Business; Finance","score_opus":0.009327979996866643,"score_gpt":0.23832463041606078,"score_spread":0.22899665041919415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412398496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88569814,0.104155965,0.0005251642,0.0028642288,0.00059317285,0.0008370044,0.0004930974,0.0000121418525,0.004821111],"genre_scores_gemma":[0.928296,0.069961846,0.00011817361,0.0013643997,0.00006125188,0.000049503706,0.000055021068,0.000010924107,0.000082877246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99787134,0.000071773924,0.0014804725,0.00028885945,0.00003787166,0.00024971127],"domain_scores_gemma":[0.9980954,0.00034347828,0.0008349903,0.00056033605,0.00014933858,0.000016485243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026819247,0.00015398156,0.00054809643,0.0002241231,0.0001460103,0.000023385814,0.00072459417,0.00010158142,0.000014205605],"category_scores_gemma":[0.0008384231,0.00012676281,0.00017614743,0.0009709634,0.00021389274,0.00018435073,0.00008842498,0.00015626042,0.000014168514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001901377,0.0000983114,0.023256678,0.0015448865,0.000007249745,1.3395102e-7,0.00076150685,0.0004998238,2.6281973e-7,0.96458757,0.0006579612,0.008566606],"study_design_scores_gemma":[0.00033670757,0.00008290063,0.48769864,0.0011627752,0.000016614895,7.3153865e-7,0.0002801142,0.0018384375,0.000010447467,0.20982116,0.29856429,0.00018718113],"about_ca_topic_score_codex":0.0018174266,"about_ca_topic_score_gemma":0.0011918985,"teacher_disagreement_score":0.7547664,"about_ca_system_score_codex":0.00020921165,"about_ca_system_score_gemma":0.00023759584,"threshold_uncertainty_score":0.5169237},"labels":[],"label_agreement":null},{"id":"W4413575661","doi":"10.1146/annurev-financial-112823-015621","title":"Market Power in Finance","year":2025,"lang":"en","type":"article","venue":"Annual Review of Financial Economics","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Power (physics); Finance; Financial system; Economics; Physics","score_opus":0.008407196542878883,"score_gpt":0.2226691313415143,"score_spread":0.21426193479863542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413575661","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074169934,0.32250112,0.00046357786,0.0030141836,0.0010486826,0.00076356187,0.00096272194,0.000024307607,0.5970519],"genre_scores_gemma":[0.7463715,0.23421954,0.00074528495,0.0046323854,0.00009183387,0.00009596216,0.000026019323,0.00003217654,0.013785318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977812,0.000018784915,0.0015126804,0.00040235044,0.000017197906,0.0002677659],"domain_scores_gemma":[0.9988118,0.000055375553,0.0005593229,0.00048333468,0.000059796323,0.000030400444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008908295,0.00017717878,0.0011095888,0.00029396146,0.00004143839,0.000015282309,0.00034295704,0.00009430603,0.00092354213],"category_scores_gemma":[0.00036228303,0.00021529557,0.00031115115,0.0005796085,0.000059764392,0.00022028465,0.00010901285,0.00012462927,0.00013845839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020039215,0.00008192927,0.009869661,0.0014829739,0.000032103184,0.0000023052487,0.00008021235,0.00002707222,2.5560507e-7,0.94717455,0.0302907,0.010938205],"study_design_scores_gemma":[0.00027101088,0.000036475205,0.05120328,0.0015159387,0.000008151843,9.518137e-7,0.000021894626,0.00019681151,0.0000042184674,0.020439453,0.9260915,0.0002103006],"about_ca_topic_score_codex":0.0004745846,"about_ca_topic_score_gemma":0.0002431817,"teacher_disagreement_score":0.9267351,"about_ca_system_score_codex":0.00011317471,"about_ca_system_score_gemma":0.00010519963,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null}]}