{"meta":{"query_hash":"166752065171","filters":{"venue":"Journal of Economic Dynamics and Control"},"cohort_total":122,"direct_labels_cover":0,"predictions_cover":122,"exported":122,"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/166752065171","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Economic+Dynamics+and+Control"},"results":[{"id":"W1780033372","doi":"10.1016/j.jedc.2015.06.002","title":"Measuring the welfare costs of inflation in a life-cycle model","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Economics; Lump sum; Inflation (cosmology); Friedman rule; Constraint (computer-aided design); Welfare; Distortion (music); Cash; Econometrics; Payment; Monetary economics; Keynesian economics; Microeconomics; Monetary policy; Macroeconomics; Mathematics; Finance; Engineering","score_opus":0.022611719509026296,"score_gpt":0.20146701598368022,"score_spread":0.17885529647465392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1780033372","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":[0.975397,0.0014869192,0.015408515,0.002279877,0.00034935938,0.00014085656,0.00008948228,0.000002793327,0.00484523],"genre_scores_gemma":[0.9994041,0.00016005257,0.00015269787,0.00011078464,0.00010024859,0.0000035379778,0.0000012322929,0.000013774548,0.000053572498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986246,0.000017628094,0.0010491834,0.00013155756,0.000021340213,0.0001556863],"domain_scores_gemma":[0.9986225,0.000058955015,0.000996012,0.00016112046,0.000047675792,0.00011378488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001456681,0.00010731681,0.00049843336,0.00017651787,0.00003814225,0.00004808738,0.0002040651,0.00007006134,0.000011932676],"category_scores_gemma":[0.00009498021,0.00009779253,0.00010671919,0.000033905675,0.000053203225,0.00032269576,0.0000354211,0.00015340373,0.0000050244394],"study_design_candidate":"simulation_or_modeling","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":[0.00012926497,0.000022263624,0.015852774,0.0000060556968,0.00006307649,8.0093446e-7,0.00032933417,0.31022462,0.0000022818717,0.6720362,0.000017504251,0.0013158687],"study_design_scores_gemma":[0.002367273,0.000065087355,0.0030008717,0.000014960847,0.000010187152,0.000009199375,0.0003703539,0.8781775,0.0000012521691,0.11572415,0.00016019547,0.000098975135],"about_ca_topic_score_codex":0.0002006069,"about_ca_topic_score_gemma":0.00034207222,"teacher_disagreement_score":0.5679529,"about_ca_system_score_codex":0.00033516917,"about_ca_system_score_gemma":0.00008729783,"threshold_uncertainty_score":0.39878637},"labels":[],"label_agreement":null},{"id":"W1970811583","doi":"10.1016/j.jedc.2007.11.004","title":"Pricing derivatives with barriers in a stochastic interest rate environment","year":2008,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vasicek model; Barrier option; Interest rate; Greeks; Valuation (finance); Context (archaeology); Black–Scholes model; Rendleman–Bartter model; Econometrics; Short rate; Short-rate model; Mathematical economics; Economics; Actuarial science; Yield curve; Financial economics; Finance","score_opus":0.01200266910396315,"score_gpt":0.1869523038229286,"score_spread":0.17494963471896546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970811583","genre_codex":"methods","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":[0.42136773,0.00045697863,0.57739985,0.00038032554,0.00005663596,0.000098815464,0.000026658148,0.0000020565524,0.00021093646],"genre_scores_gemma":[0.9989494,0.00023816143,0.00056887616,0.000110290974,0.000074252195,0.000013780048,0.0000010476278,0.000013259183,0.0000309467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990392,0.0000043344558,0.0006059636,0.00017164608,0.000014127327,0.00016474057],"domain_scores_gemma":[0.99909675,0.00010114382,0.0005923436,0.00009684181,0.000010827855,0.000102104175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027601063,0.000116793744,0.00040681858,0.00018142081,0.00007746365,0.000024968858,0.00012450643,0.000043056065,0.00002301356],"category_scores_gemma":[0.000054835342,0.000112632566,0.000050618655,0.00004827142,0.000100538826,0.00017125436,0.000018408677,0.00014872645,0.00001173593],"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":[0.00037650403,0.00010421443,0.042651035,0.000018586567,0.00018275267,0.00003553012,0.0010266498,0.020113425,0.00003594538,0.93328065,0.00001154043,0.0021631818],"study_design_scores_gemma":[0.009951086,0.0011111996,0.15248367,0.00012472736,0.00004776041,0.00048442083,0.00092338456,0.58013594,0.000009238504,0.25289562,0.001036111,0.0007968125],"about_ca_topic_score_codex":0.000038589165,"about_ca_topic_score_gemma":0.00007140653,"teacher_disagreement_score":0.680385,"about_ca_system_score_codex":0.00019041394,"about_ca_system_score_gemma":0.00006605284,"threshold_uncertainty_score":0.45930228},"labels":[],"label_agreement":null},{"id":"W1971768733","doi":"10.1016/j.jedc.2011.03.013","title":"Ramsey policies in a small open economy with sticky prices and capital","year":2011,"lang":"en","type":"preprint","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Economics; Open economy; Small open economy; Monetary economics; Capital (architecture); Consumption (sociology); Volatility (finance); Capital good; Fiscal policy; Monetary policy; Interest rate; Capital income; Economy; Goods and services; Market economy; Financial economics; International taxation; Tax reform; Exchange rate","score_opus":0.024267276398215108,"score_gpt":0.2137479966350646,"score_spread":0.1894807202368495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971768733","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":[0.9563997,0.0025581932,0.0010675673,0.0014882007,0.0004539565,0.00058116356,0.00040848463,0.0000068137533,0.037035923],"genre_scores_gemma":[0.9976528,0.00058859424,0.00064312003,0.00047646282,0.0003685935,0.000031326523,0.000009832531,0.000051803967,0.00017745288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99724066,0.000026309406,0.0017092263,0.00057420693,0.00001043435,0.00043917395],"domain_scores_gemma":[0.9968622,0.00013292057,0.0023744586,0.00034014965,0.00003447369,0.00025584985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010726728,0.00043288642,0.0017596416,0.0006087371,0.00007373264,0.0006406254,0.00078037434,0.00032870832,0.000043718155],"category_scores_gemma":[0.000035830693,0.00043602948,0.0001623852,0.000035412962,0.00020442734,0.0005502891,0.0005512868,0.00072902656,0.000017005776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042326757,0.000119049415,0.17409949,0.00016852526,0.0006319662,0.00002401684,0.0012572377,0.0006743294,5.249463e-7,0.82145303,0.0000711161,0.0010774384],"study_design_scores_gemma":[0.0053002923,0.00047939978,0.0739506,0.00017560623,0.000080384605,0.00014901829,0.0004271911,0.042248353,0.0000016393334,0.87589765,0.00054149126,0.0007483899],"about_ca_topic_score_codex":0.0033733759,"about_ca_topic_score_gemma":0.00479636,"teacher_disagreement_score":0.10014888,"about_ca_system_score_codex":0.00041357073,"about_ca_system_score_gemma":0.00019560858,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W1972051433","doi":"10.1016/j.jedc.2014.01.007","title":"Adaptive learning and distributional dynamics in an incomplete markets model","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economics; Dynamics (music); Adaptive learning; Mathematical economics; Incomplete markets; Econometrics; Neoclassical economics; Computer science; Physics; Artificial intelligence","score_opus":0.009839966412078896,"score_gpt":0.20183759591584474,"score_spread":0.19199762950376584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972051433","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":[0.80670667,0.00040043014,0.18875287,0.0005478738,0.00021067593,0.000096759555,0.00030045898,0.000005864207,0.0029783722],"genre_scores_gemma":[0.9985637,0.0002602222,0.00073568523,0.000102044105,0.00014271503,0.0000038625967,0.000017531378,0.000021401916,0.00015280135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846965,0.000039974555,0.0009341254,0.00027889782,0.000019285015,0.0002580811],"domain_scores_gemma":[0.99876744,0.00014363464,0.00077427056,0.00011626698,0.000033192195,0.00016519365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013523583,0.00017759902,0.00065642584,0.00021313345,0.00009383995,0.00011402983,0.0001577899,0.00010870349,0.000024795441],"category_scores_gemma":[0.000051103336,0.00020292237,0.00009362998,0.000026483063,0.000098123994,0.00048134616,0.00005310018,0.0003031041,0.0000047514154],"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":[0.00018466351,0.000029940893,0.06540934,0.0000069378834,0.00005004991,0.000001664783,0.00006512243,0.020252328,0.0000019431832,0.91088015,0.0000048802276,0.0031130067],"study_design_scores_gemma":[0.001772233,0.00017942987,0.007593654,0.000011752417,0.000009048917,0.000026169413,0.00016757385,0.7842733,1.7757338e-7,0.20565613,0.00013678621,0.00017374012],"about_ca_topic_score_codex":0.00005601408,"about_ca_topic_score_gemma":0.0004845069,"teacher_disagreement_score":0.764021,"about_ca_system_score_codex":0.00053172786,"about_ca_system_score_gemma":0.00004002125,"threshold_uncertainty_score":0.82749337},"labels":[],"label_agreement":null},{"id":"W1981838667","doi":"10.1016/j.jedc.2004.04.002","title":"Dynamic stability in a two-country model of optimal growth and international trade","year":2004,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Stability (learning theory); Endogenous growth theory; Saddle; Growth model; Work (physics); Path (computing); Microeconomics; Capital (architecture); Scarcity; Saddle point; Mathematical economics; Human capital; Mathematics; Market economy; Mathematical optimization; Computer science","score_opus":0.010394039720288347,"score_gpt":0.21498560208236783,"score_spread":0.20459156236207948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981838667","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":[0.9717351,0.0007551269,0.023897387,0.0016095611,0.00031520054,0.00011256739,0.00047823362,0.0000029942275,0.0010938131],"genre_scores_gemma":[0.9975415,0.0007986409,0.0014744876,0.00010125089,0.00004823772,0.0000028915356,0.0000039775778,0.000015649044,0.000013398604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841374,0.000008565715,0.0011470292,0.00022636383,0.000018691733,0.00018558207],"domain_scores_gemma":[0.99891865,0.000056573903,0.0007991033,0.00012285609,0.000012177789,0.00009061494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067727384,0.00014643738,0.0006245401,0.00023012511,0.000027971491,0.000050854458,0.00019512858,0.000068488655,0.000015688522],"category_scores_gemma":[0.00003223158,0.00016392718,0.00010947223,0.00002746165,0.000118820986,0.0004206559,0.00004087751,0.00018815088,8.059969e-7],"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":[0.0002366437,0.00009472888,0.022068677,0.000024964953,0.00012005334,0.0000026068928,0.0004108766,0.115873106,0.0001195903,0.86062205,0.0000012270139,0.00042547323],"study_design_scores_gemma":[0.0049693,0.00009076013,0.0030863686,0.000019981664,0.000012691612,0.000032648783,0.00020609576,0.7581121,0.00001158973,0.2332973,0.00001086512,0.00015029921],"about_ca_topic_score_codex":0.00014731898,"about_ca_topic_score_gemma":0.0003325424,"teacher_disagreement_score":0.642239,"about_ca_system_score_codex":0.00034506162,"about_ca_system_score_gemma":0.00007892932,"threshold_uncertainty_score":0.6684756},"labels":[],"label_agreement":null},{"id":"W1985833622","doi":"10.1016/s0165-1889(01)00072-0","title":"Channel coordination over time: incentive equilibria and credibility","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Goodwill; Channel coordination; Incentive; Credibility; Microeconomics; Channel (broadcasting); Economics; Profit maximization; Profit (economics); Pareto efficiency; Maximization; Supply chain; Pareto principle; Advertising; Business; Computer science; Marketing; Supply chain management; Finance; Telecommunications","score_opus":0.019049455435077856,"score_gpt":0.30503804638581217,"score_spread":0.2859885909507343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985833622","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":[0.9837471,0.00013341065,0.0131671475,0.00084863236,0.00015523907,0.00009508867,0.000032081312,0.000002297292,0.0018189963],"genre_scores_gemma":[0.9989391,0.000016968332,0.000059958704,0.00009308431,0.000060229602,0.0000014970288,5.160398e-7,0.0000036067631,0.0008250266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990435,0.000122031706,0.00048718991,0.00015135291,0.00010057814,0.00009533307],"domain_scores_gemma":[0.99860275,0.00059672893,0.00046322992,0.00013289509,0.00010986583,0.00009452913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025340265,0.00007159063,0.00024843685,0.00009011062,0.00007615477,0.0001407569,0.00013366746,0.00004162901,0.00013413145],"category_scores_gemma":[0.0003661692,0.000055442746,0.000060609615,0.000048649883,0.000095507225,0.00032063128,0.000021309763,0.00008923885,0.000016292019],"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":[0.0006549662,0.000273227,0.0540548,0.0000094617,0.00028540436,0.0000073224073,0.0006440601,0.002299507,0.0043034293,0.89102936,0.002741788,0.04369669],"study_design_scores_gemma":[0.001634813,0.000100402634,0.02404673,0.0000058712358,0.000030823354,0.00003638617,0.00020748182,0.5096794,0.000020764635,0.46305197,0.0010942977,0.00009106398],"about_ca_topic_score_codex":0.0000026279824,"about_ca_topic_score_gemma":0.000010159519,"teacher_disagreement_score":0.5073799,"about_ca_system_score_codex":0.000057032004,"about_ca_system_score_gemma":0.000051139807,"threshold_uncertainty_score":0.22608896},"labels":[],"label_agreement":null},{"id":"W1986479313","doi":"10.1016/j.jedc.2011.03.012","title":"The relative income hypothesis","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Ministerio de Ciencia y Tecnología","keywords":"Economics; Permanent income hypothesis; Consumption (sociology); Autonomous consumption; Income distribution; Aggregate income; Dominance (genetics); Distribution (mathematics); Passive income; Demographic economics; Labour economics; Econometrics; Inequality; Aggregate expenditure; Gross income; Macroeconomics; Public economics; Life-cycle hypothesis; Mathematics","score_opus":0.010746081785516904,"score_gpt":0.1820352193888133,"score_spread":0.17128913760329642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986479313","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":[0.99036306,0.0002648773,0.00042316664,0.00049692753,0.00044807946,0.00009169744,0.0000028962304,0.0000065968698,0.007902688],"genre_scores_gemma":[0.99852234,0.00007985212,0.00014260058,0.00033477222,0.0005554028,0.0000016110749,5.2792785e-7,0.00001147017,0.00035145108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992098,0.000011584504,0.00047157696,0.00009290468,0.000071207905,0.00014288981],"domain_scores_gemma":[0.9988499,0.00013704016,0.0007657048,0.00011701357,0.000116207186,0.000014125875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062335195,0.00010588486,0.0002511106,0.00013956445,0.00019082105,0.00015925324,0.00020081733,0.000037403643,0.000086980785],"category_scores_gemma":[0.00009980994,0.00007107884,0.00015362677,0.00005850928,0.00006242879,0.0007942236,0.000043507483,0.000113696675,0.000048209942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026542039,0.000029746738,0.6737401,0.000010661229,0.00014320479,0.0000126465675,0.000060528713,0.000027627759,0.000013329479,0.31691206,0.00023192899,0.008552767],"study_design_scores_gemma":[0.0020313028,0.000065754466,0.67608494,0.000053383665,0.00051945343,0.000013955808,0.0001810638,0.1632706,0.0000030369151,0.1503413,0.0071516694,0.00028352838],"about_ca_topic_score_codex":0.00012611607,"about_ca_topic_score_gemma":0.00038726145,"teacher_disagreement_score":0.16657077,"about_ca_system_score_codex":0.000062778614,"about_ca_system_score_gemma":0.00002200269,"threshold_uncertainty_score":0.2898511},"labels":[],"label_agreement":null},{"id":"W1987435612","doi":"10.1016/j.jedc.2013.07.002","title":"Distressed exchange, bargaining power, and prior capital structure","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bargaining power; Leverage (statistics); Capital structure; Economics; Debt; Shareholder value; Bankruptcy; Monetary economics; Shareholder; Equity (law); Equity value; Creditor; Microeconomics; Finance; Internal debt; Corporate governance; Debt levels and flows","score_opus":0.0034556830403659642,"score_gpt":0.1699092703998376,"score_spread":0.16645358735947163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987435612","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":[0.99631405,0.00085655774,0.00034561218,0.000995499,0.00035476589,0.00010023422,0.000019708685,0.0000050978188,0.0010084915],"genre_scores_gemma":[0.9986919,0.00007837713,0.00004363412,0.0005134557,0.0005698903,0.0000014710495,0.0000023941489,0.000010875297,0.000088006345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940777,0.0000037668522,0.0002912974,0.00010834461,0.000051728006,0.00013708805],"domain_scores_gemma":[0.99924153,0.000031237018,0.00057016773,0.000068646325,0.00006565499,0.00002274951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010881002,0.000114552815,0.00023560466,0.00006949832,0.00007687542,0.0003092013,0.00009901575,0.00004618917,0.0001540248],"category_scores_gemma":[0.000021758895,0.00009586254,0.000048358528,0.000023700475,0.000037780806,0.0009462859,0.000039642262,0.00012010469,0.000007024257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006327142,0.00017978372,0.4462937,0.00041872537,0.0007517812,0.00014178625,0.0005290858,0.00092766184,0.0027314476,0.27249414,0.007211466,0.2676877],"study_design_scores_gemma":[0.0074886475,0.00014928001,0.58914524,0.00016615338,0.00018671152,0.00011873347,0.0009127603,0.31027383,0.0000085260845,0.08386624,0.007018715,0.00066514587],"about_ca_topic_score_codex":0.00017934245,"about_ca_topic_score_gemma":0.00028089943,"teacher_disagreement_score":0.30934617,"about_ca_system_score_codex":0.00003294087,"about_ca_system_score_gemma":0.000019119509,"threshold_uncertainty_score":0.3909161},"labels":[],"label_agreement":null},{"id":"W1989259113","doi":"10.1016/j.jedc.2006.06.006","title":"Dynamic portfolio selection with fixed and/or proportional transaction costs using non-singular stochastic optimal control theory","year":2006,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Merton's portfolio problem; Portfolio; Transaction cost; Stochastic control; Economics; Risk aversion (psychology); Asset (computer security); Geometric Brownian motion; Portfolio optimization; Replicating portfolio; Bellman equation; Constant (computer programming); Selection (genetic algorithm); Econometrics; Microeconomics; Mathematical optimization; Expected utility hypothesis; Optimal control; Mathematical economics; Mathematics; Computer science; Financial economics; Diffusion process","score_opus":0.005070835662664781,"score_gpt":0.20154801964656197,"score_spread":0.19647718398389719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989259113","genre_codex":"methods","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":[0.26432636,0.00044290416,0.7345371,0.00014110164,0.000122009784,0.00024148586,0.00010125368,0.00000617648,0.00008158274],"genre_scores_gemma":[0.99606025,0.00003182338,0.0035114286,0.00006205889,0.00019385423,0.000018441388,0.000007952012,0.00002772554,0.000086492735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986103,0.0000072505377,0.0008394501,0.000267364,0.00004213428,0.00023345422],"domain_scores_gemma":[0.99859834,0.00008393281,0.0010454649,0.000086617634,0.000093473434,0.00009216203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000431884,0.0001938885,0.0005404877,0.00024547646,0.0001863547,0.000103164704,0.000090122245,0.00010683993,0.0000274588],"category_scores_gemma":[0.000018884743,0.00017746649,0.000090057976,0.00009064184,0.00010540706,0.00030584808,0.000006667159,0.00019239975,0.0000028799939],"study_design_candidate":"simulation_or_modeling","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":[0.004479333,0.00045456394,0.014079675,0.000091135815,0.000754534,0.000026639971,0.00011308871,0.20161583,0.0006634775,0.76633215,0.000019571335,0.011370002],"study_design_scores_gemma":[0.004171963,0.00043846844,0.015583659,0.000040793933,0.0001368284,0.0005378726,0.000069806745,0.94017947,0.0000040544014,0.038539972,0.000032437863,0.0002646955],"about_ca_topic_score_codex":0.0001411425,"about_ca_topic_score_gemma":0.00015886362,"teacher_disagreement_score":0.7385636,"about_ca_system_score_codex":0.00037230764,"about_ca_system_score_gemma":0.00015071435,"threshold_uncertainty_score":0.7236873},"labels":[],"label_agreement":null},{"id":"W1991943407","doi":"10.1016/j.jedc.2005.02.008","title":"Endogenous market incompleteness with investment risks","year":2005,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Bank of Canada","funders":"","keywords":"Economics; Capital market imperfections; Investment (military); Welfare; General equilibrium theory; Debt; Incomplete markets; Monetary economics; Private information retrieval; Systematic risk; Stock (firearms); Capital (architecture); Stock market; Capital market; Microeconomics; Financial economics; Finance; Market economy","score_opus":0.015331775045546909,"score_gpt":0.20536679648599257,"score_spread":0.19003502144044565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991943407","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":[0.9896098,0.000266384,0.0004922122,0.00077464874,0.00017236429,0.00014655321,0.000008080786,0.000009694821,0.00852027],"genre_scores_gemma":[0.995951,0.00004573567,0.00033962217,0.0021287731,0.0013272605,0.000003328964,0.0000053472113,0.000018725043,0.00018019849],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998999,0.000011990822,0.0005217135,0.00015008944,0.000117639225,0.0001995452],"domain_scores_gemma":[0.9988952,0.00004289588,0.00076550065,0.0001340955,0.00013422129,0.000028063958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874903,0.00016578274,0.00040479013,0.0002518275,0.00011732744,0.00022781178,0.00017427198,0.000039865157,0.0002050536],"category_scores_gemma":[0.000017772989,0.0001299078,0.00011355847,0.00006929318,0.0000468874,0.0007641241,0.000044110897,0.000115289455,0.000024995472],"study_design_candidate":"observational","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":[0.00082284294,0.00016622343,0.92383623,0.000062579005,0.000273972,0.000070008915,0.000042156513,0.0057022967,0.00014332258,0.05515554,0.0011092834,0.01261554],"study_design_scores_gemma":[0.0057453206,0.00013127917,0.1626535,0.000088378125,0.0006493987,0.00011087708,0.00010446235,0.79084927,0.0000058748565,0.003471114,0.035738133,0.00045237507],"about_ca_topic_score_codex":0.00025204895,"about_ca_topic_score_gemma":0.001018212,"teacher_disagreement_score":0.78514695,"about_ca_system_score_codex":0.00017221307,"about_ca_system_score_gemma":0.000049709157,"threshold_uncertainty_score":0.5297486},"labels":[],"label_agreement":null},{"id":"W1993410088","doi":"10.1016/j.jedc.2012.08.006","title":"Violence and property rights","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Property rights; Economics; Property (philosophy); Law and economics; Microeconomics; Philosophy; Epistemology","score_opus":0.005870004226011126,"score_gpt":0.23709968806193724,"score_spread":0.2312296838359261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993410088","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":[0.9918347,0.001572039,0.0012752322,0.0010767069,0.00033502257,0.00006684713,0.000003683425,0.0000033093156,0.0038324432],"genre_scores_gemma":[0.9981709,0.000855609,0.000053062045,0.000088673,0.00047835277,8.45907e-7,2.2460331e-7,0.0000018112692,0.00035050735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959093,0.00007560842,0.00015119625,0.000038976752,0.000037171176,0.00010611683],"domain_scores_gemma":[0.9996754,0.00005353313,0.000112166534,0.00002759235,0.000031827814,0.00009949337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074781163,0.000039349063,0.00010049682,0.00002601337,0.00019451746,0.00003488808,0.000048745787,0.00003278873,0.000031035703],"category_scores_gemma":[0.000016945194,0.000026080967,0.000021609514,0.000010739955,0.000100136785,0.00042895647,0.0000061863443,0.000060234728,0.0000037936102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011892787,0.000045329314,0.036698256,0.0000037263958,0.000046421712,0.0000013308827,0.0013781036,0.000074248775,0.0000796644,0.916583,0.00005840376,0.044912565],"study_design_scores_gemma":[0.009677537,0.0012322589,0.13651586,0.00064727146,0.00045490635,0.00046304587,0.008000078,0.2049684,0.00004317697,0.5634929,0.07323804,0.0012665535],"about_ca_topic_score_codex":0.00010516831,"about_ca_topic_score_gemma":0.00038612026,"teacher_disagreement_score":0.3530901,"about_ca_system_score_codex":0.00006889164,"about_ca_system_score_gemma":0.000052355135,"threshold_uncertainty_score":0.14960907},"labels":[],"label_agreement":null},{"id":"W1999774290","doi":"10.1016/j.jedc.2010.12.010","title":"Exploration and development of U.S. oil and gas fields, 1955–2002","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Scarcity; Economics; Fossil fuel; Oil price; Petroleum industry; Oil field; Drilling; Natural resource economics; Petroleum engineering; Econometrics; Microeconomics; Geology; Engineering; Monetary economics","score_opus":0.01207968546125537,"score_gpt":0.19205987811067635,"score_spread":0.17998019264942097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999774290","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":[0.9922871,0.0014986767,0.0018162847,0.0018888215,0.0005474153,0.000043219818,0.000027804886,0.0000028943887,0.0018877984],"genre_scores_gemma":[0.9945958,0.0021003068,0.0024808932,0.00010573353,0.000116109266,0.0000028779814,0.0000021707806,0.000010870026,0.00058522157],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873817,0.0000051346587,0.0009149971,0.0001729484,0.000018794766,0.000149937],"domain_scores_gemma":[0.99893427,0.000060627957,0.00076884247,0.000089382804,0.000025673531,0.00012123369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006011229,0.00012556028,0.0004634577,0.00017086661,0.00007184413,0.0000765386,0.00009551278,0.00010174823,0.000082540035],"category_scores_gemma":[0.00003195476,0.00011484861,0.00004618607,0.000017707302,0.00005909687,0.0002853897,0.000041618663,0.00019873149,0.000008243953],"study_design_candidate":"design_other","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":[0.00022898806,0.00008960188,0.07637254,0.00012609102,0.00046990087,0.000006207083,0.002088585,0.0002123521,0.0002322449,0.09602308,0.0002815605,0.8238688],"study_design_scores_gemma":[0.021033593,0.00090978807,0.13400441,0.00021604715,0.00012751421,0.0005331661,0.0023178782,0.3862657,0.00032897465,0.13226962,0.31976083,0.0022324617],"about_ca_topic_score_codex":0.00002803245,"about_ca_topic_score_gemma":0.0003203836,"teacher_disagreement_score":0.8216364,"about_ca_system_score_codex":0.000051461273,"about_ca_system_score_gemma":0.0000511583,"threshold_uncertainty_score":0.46833906},"labels":[],"label_agreement":null},{"id":"W2003153994","doi":"10.1016/j.jedc.2010.12.014","title":"On pricing and hedging options in regime-switching models with feedback effect","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Stochastic discount factor; Martingale (probability theory); Martingale pricing; Economics; Derivative (finance); Valuation of options; Risk-neutral measure; Markov chain; Econometrics; Incomplete markets; Rational pricing; Call option; Mathematical economics; Financial economics; Microeconomics; Capital asset pricing model; Local martingale; Mathematics; Applied mathematics","score_opus":0.011987857840230102,"score_gpt":0.1913413787730982,"score_spread":0.1793535209328681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003153994","genre_codex":"methods","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":[0.4756321,0.0005853235,0.5215158,0.00017489062,0.000066640954,0.00012350648,0.000013566031,0.0000033662207,0.0018848375],"genre_scores_gemma":[0.997798,0.00015290557,0.0018642438,0.00008523307,0.000056795514,0.0000110940555,5.4419667e-7,0.0000143809075,0.000016759166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991396,0.0000043528207,0.00049537874,0.00018692313,0.000015353207,0.00015837098],"domain_scores_gemma":[0.9992038,0.000102725775,0.0005001618,0.000103888146,0.000017328859,0.00007210115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045445943,0.000118795586,0.00041250707,0.00022969626,0.00007482543,0.00004916096,0.00009785269,0.000052556516,0.0000044846065],"category_scores_gemma":[0.00002308098,0.00010977099,0.000045044988,0.000055923796,0.000031270607,0.00025341523,0.000016854401,0.00018139379,0.00000426987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015020369,0.000031007112,0.0060155224,0.000014205184,0.000038410428,0.0000036753806,0.000239939,0.0022931276,0.0000050523986,0.98802507,0.0000013018281,0.0031825146],"study_design_scores_gemma":[0.0023786805,0.00046244438,0.014098999,0.00008540031,0.000020677877,0.00005976617,0.00008254491,0.4695021,0.0000015150297,0.51312065,0.000015584557,0.00017160903],"about_ca_topic_score_codex":0.00012256787,"about_ca_topic_score_gemma":0.00008669633,"teacher_disagreement_score":0.52216595,"about_ca_system_score_codex":0.00010983851,"about_ca_system_score_gemma":0.000024234592,"threshold_uncertainty_score":0.44763312},"labels":[],"label_agreement":null},{"id":"W2004525898","doi":"10.1016/j.jedc.2014.04.006","title":"Barriers to capital accumulation in a model of technology adoption and schooling","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Productivity; Per capita income; Total factor productivity; Growth model; Per capita; Capital (architecture); Human capital; Growth accounting; Aggregate (composite); Capital accumulation; Econometrics; Demographic economics; Labour economics; Macroeconomics; Economic growth","score_opus":0.011433049681409672,"score_gpt":0.21019530282479407,"score_spread":0.1987622531433844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004525898","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":[0.9634042,0.00042170763,0.034275882,0.0012450409,0.00016197789,0.000101920305,0.000037389298,0.0000028156205,0.0003490622],"genre_scores_gemma":[0.9986038,0.00011666832,0.0010890868,0.000088036475,0.000074799376,0.0000026889838,6.966694e-7,0.00000936956,0.000014855759],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989424,0.000010453084,0.00071405055,0.00018112568,0.000010658498,0.00014133801],"domain_scores_gemma":[0.99913096,0.000040928204,0.00056350784,0.00011137862,0.000024913887,0.00012831447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009333292,0.00009320366,0.00046341892,0.0005555192,0.000031576223,0.000029329905,0.00009263489,0.00009385226,0.000008433852],"category_scores_gemma":[0.00020404538,0.00011020588,0.00005046625,0.000047690606,0.000039374765,0.0002899903,0.000025495065,0.00014018743,0.0000033361073],"study_design_candidate":"simulation_or_modeling","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":[0.00012617848,0.000014859094,0.59433216,0.000020825439,0.000044131364,3.5580507e-7,0.00019261392,0.07277637,0.00015919007,0.32567257,0.000005155888,0.0066555873],"study_design_scores_gemma":[0.0013705732,0.00013223979,0.022893121,0.000014968623,0.0000071619847,0.000009543965,0.00010077848,0.8555737,0.000012953411,0.11972914,0.000046307294,0.000109488195],"about_ca_topic_score_codex":0.000050228366,"about_ca_topic_score_gemma":0.00012928888,"teacher_disagreement_score":0.78279734,"about_ca_system_score_codex":0.00012559682,"about_ca_system_score_gemma":0.000038628492,"threshold_uncertainty_score":0.44940653},"labels":[],"label_agreement":null},{"id":"W2006513986","doi":"10.1016/j.jedc.2010.12.003","title":"Environmental policy and stable collusion: The case of a dynamic polluting oligopoly","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; McGill University","funders":"","keywords":"Collusion; Oligopoly; Cartel; Economics; Environmental policy; Welfare; Microeconomics; Stock (firearms); Environmental regulation; Cournot competition; Natural resource economics; Market economy","score_opus":0.010044191861129226,"score_gpt":0.21917966913216452,"score_spread":0.2091354772710353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006513986","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":[0.9933007,0.0012158576,0.00026897073,0.0024821102,0.000454247,0.00013837514,0.0008912055,0.0000030898948,0.001245443],"genre_scores_gemma":[0.9978355,0.0011679264,0.0001707341,0.00030861306,0.0003346262,0.0000029903276,0.0000021983253,0.00002201189,0.00015539427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985435,0.000014089623,0.00096792204,0.00019002974,0.000014768727,0.00026970968],"domain_scores_gemma":[0.99827534,0.00019176849,0.001165586,0.00021671655,0.000010463613,0.00014011962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008986168,0.00016492157,0.00056009967,0.00024811405,0.00018836495,0.00009381664,0.00018138537,0.00011113072,0.000098245764],"category_scores_gemma":[0.00006950174,0.00015086574,0.00013487769,0.000041201358,0.0002260229,0.00024057613,0.00009399249,0.00028807603,0.000008257256],"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":[0.0002961958,0.0001932896,0.0447962,0.000086904955,0.0005996532,0.000135113,0.0021334125,0.00031781822,0.0012998905,0.913646,0.00008366712,0.036411863],"study_design_scores_gemma":[0.007690663,0.0005317225,0.031822037,0.000041454347,0.00013634941,0.010427174,0.0043740645,0.8272353,0.00004800577,0.113461696,0.0034530107,0.0007785329],"about_ca_topic_score_codex":0.0007929724,"about_ca_topic_score_gemma":0.001739456,"teacher_disagreement_score":0.82691747,"about_ca_system_score_codex":0.00018804039,"about_ca_system_score_gemma":0.000052194606,"threshold_uncertainty_score":0.6152126},"labels":[],"label_agreement":null},{"id":"W2013092472","doi":"10.1016/j.jedc.2012.10.002","title":"Measuring high-frequency income risk from low-frequency data","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economics; Earnings; Econometrics; Context (archaeology); Variance (accounting); Component (thermodynamics); Geography; Finance","score_opus":0.014514491858502905,"score_gpt":0.20390774177633456,"score_spread":0.18939324991783166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013092472","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":[0.99583,0.0010734447,0.00087448023,0.00021848951,0.0011887663,0.000105551,0.000119747645,0.000013565743,0.0005759441],"genre_scores_gemma":[0.99483716,0.00016789937,0.0006580056,0.0002878414,0.0039203763,0.0000016055596,0.00007212861,0.000027411186,0.00002757432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983813,0.000027048607,0.00085902604,0.00023315003,0.00017292226,0.0003265098],"domain_scores_gemma":[0.9978088,0.000100545796,0.0014181044,0.00047965496,0.00014122325,0.000051649884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012466962,0.00021615754,0.0005466348,0.00028876914,0.00016654523,0.00030120675,0.00060580834,0.000081102015,0.00023746082],"category_scores_gemma":[0.00019300819,0.00019332237,0.00013675845,0.0000965099,0.00004455125,0.0034368488,0.00019810327,0.0002523415,0.00009753315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004467852,0.0000463617,0.98468816,0.000018992085,0.00011623624,0.0000069301195,0.000013955135,0.000082270744,0.0001253149,0.012717209,0.000084608866,0.00205529],"study_design_scores_gemma":[0.002586514,0.00001883341,0.8487756,0.000118500924,0.00087493466,0.0000070692067,0.00005585235,0.12570362,0.0000029377877,0.020958414,0.00049917016,0.00039849398],"about_ca_topic_score_codex":0.0033926608,"about_ca_topic_score_gemma":0.0012040056,"teacher_disagreement_score":0.1359125,"about_ca_system_score_codex":0.00015879008,"about_ca_system_score_gemma":0.000045506018,"threshold_uncertainty_score":0.78834575},"labels":[],"label_agreement":null},{"id":"W2014321563","doi":"10.1016/s0165-1889(03)00034-4","title":"Simulation-based exact jump tests in models with conditional heteroskedasticity","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; Université de Montréal; Université Laval","funders":"Natural Resources Canada","keywords":"Heteroscedasticity; Nuisance parameter; Jump; Monte Carlo method; Nuisance; Series (stratigraphy); Econometrics; Null (SQL); Sample (material); Applied mathematics; Mathematics; Estimator; Statistics; Computer science; Physics","score_opus":0.01943095149833444,"score_gpt":0.22657094113786744,"score_spread":0.207139989639533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014321563","genre_codex":"methods","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":[0.4718973,0.00024289731,0.52707994,0.00011193422,0.00008830004,0.00008659769,0.00010331186,0.0000027745868,0.00038692955],"genre_scores_gemma":[0.9985939,0.000025268904,0.001119392,0.00015261918,0.000060212456,0.000003855574,0.0000063626944,0.00001577215,0.000022586026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986838,0.000021627944,0.0008535078,0.00020408152,0.000032261534,0.0002046881],"domain_scores_gemma":[0.9987657,0.00036517798,0.000607066,0.000113626425,0.000056791116,0.00009163984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065003743,0.00014555901,0.00050829304,0.000254505,0.00006287463,0.00006600053,0.000093245486,0.00008412215,0.000029589542],"category_scores_gemma":[0.000139273,0.00014910763,0.000098689634,0.00005385673,0.000050945913,0.0003819024,0.000005689114,0.00019902193,0.0000063046396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008374767,0.00004793125,0.10604985,0.000006584424,0.000022347203,0.0000033901918,0.00002400878,0.7380416,0.0000010112919,0.15559912,0.0000011825805,0.00011927153],"study_design_scores_gemma":[0.0025253617,0.00013562768,0.017005453,0.000017337978,0.000008434967,0.000004282321,0.000013935414,0.81885964,9.22536e-7,0.16122574,0.000066209686,0.00013707818],"about_ca_topic_score_codex":0.00006766767,"about_ca_topic_score_gemma":0.00027258872,"teacher_disagreement_score":0.5266966,"about_ca_system_score_codex":0.0002514464,"about_ca_system_score_gemma":0.00011204555,"threshold_uncertainty_score":0.60804325},"labels":[],"label_agreement":null},{"id":"W2024150475","doi":"10.1016/j.jedc.2013.04.007","title":"Returns-to-scale and the equity premium puzzle","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Equity premium puzzle; Economics; Risk premium; Equity risk; Returns to scale; Equity (law); Econometrics; Liquidity premium; Equity ratio; Financial economics; Risk aversion (psychology); Monetary economics; Microeconomics; Finance; Production (economics); Private equity; Expected utility hypothesis; Market liquidity","score_opus":0.009582114092983866,"score_gpt":0.20269010758701814,"score_spread":0.19310799349403426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024150475","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":[0.9229974,0.0037598459,0.00204499,0.016599242,0.00096828263,0.00055865035,0.00009071483,0.00000792665,0.052972954],"genre_scores_gemma":[0.99714184,0.0006894417,0.00020281189,0.0010214868,0.0002514767,0.000014350579,8.3400323e-7,0.000011809343,0.00066597504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988706,0.000019178817,0.0007109067,0.00016700086,0.000022793278,0.00020953093],"domain_scores_gemma":[0.99902254,0.00010547013,0.0005560278,0.00015123602,0.00003489135,0.00012983695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091795495,0.00012896139,0.00050789444,0.000101793135,0.000118609496,0.00029500652,0.00020202064,0.00006483268,0.0001355574],"category_scores_gemma":[0.000058551253,0.00009714205,0.0001062876,0.000032144286,0.00014936792,0.00038853593,0.00007684979,0.00015769196,0.000043258566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017067036,0.000026447353,0.016387576,0.00001709142,0.000105513864,0.0000012144168,0.0002661237,0.00009270347,0.000012793091,0.97686625,0.001988624,0.0040649697],"study_design_scores_gemma":[0.0076441336,0.00042785276,0.11541144,0.0000405608,0.000050336264,0.00007353411,0.0005888588,0.18908568,0.000004994934,0.67456216,0.011681508,0.0004289418],"about_ca_topic_score_codex":0.00024357709,"about_ca_topic_score_gemma":0.00019596635,"teacher_disagreement_score":0.30230412,"about_ca_system_score_codex":0.00009127414,"about_ca_system_score_gemma":0.000024827315,"threshold_uncertainty_score":0.39613378},"labels":[],"label_agreement":null},{"id":"W2026051069","doi":"10.1016/s0165-1889(02)00049-0","title":"Foreign exchange trading models and market behavior","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Econometrics; Foreign exchange market; Financial market; Foreign exchange; sort; Process (computing); High-frequency trading; Computer science; Algorithmic trading; Economics; Perspective (graphical); Simple (philosophy); Trading strategy; Technical analysis; Financial economics; Artificial intelligence; Finance","score_opus":0.024300840708450473,"score_gpt":0.21585828614708438,"score_spread":0.1915574454386339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026051069","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":[0.87818664,0.006903483,0.09208069,0.00015042536,0.0004075357,0.00018786463,0.00012661116,0.000005863752,0.021950867],"genre_scores_gemma":[0.99739933,0.0013792366,0.00076478673,0.00008592174,0.00010807941,0.000006264258,8.6373353e-7,0.00001887047,0.0002366611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876076,0.00001800448,0.0007802356,0.00020298541,0.000020197334,0.00021778951],"domain_scores_gemma":[0.99912876,0.00006841063,0.00053566374,0.00011526001,0.00002546921,0.00012642259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061352,0.0001432319,0.00053376064,0.00018943896,0.00009304857,0.00009390895,0.00009371615,0.00009856294,0.000086469045],"category_scores_gemma":[0.000031161635,0.00015757926,0.00012169142,0.0000286081,0.000043730117,0.0004281727,0.000013663057,0.00017029712,0.0000024517215],"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":[0.00007183195,0.00005039111,0.07962929,0.000025305791,0.00007216922,0.000008865818,0.0001809708,0.0005818878,0.0000049447226,0.91294104,0.00010950287,0.0063238037],"study_design_scores_gemma":[0.0016317534,0.00011197072,0.005429746,0.000014005708,0.00003085718,0.00007127632,0.00010224948,0.8192723,0.0000014668833,0.17244473,0.0007177949,0.0001718543],"about_ca_topic_score_codex":0.00004426585,"about_ca_topic_score_gemma":0.000047121855,"teacher_disagreement_score":0.8186904,"about_ca_system_score_codex":0.00014547685,"about_ca_system_score_gemma":0.000030564774,"threshold_uncertainty_score":0.64258957},"labels":[],"label_agreement":null},{"id":"W2027407290","doi":"10.1016/j.jedc.2010.04.007","title":"Learning by doing vs. learning from others in a principal-agent model","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Principal (computer security); Economics; Mathematical economics; Microeconomics; Computer science","score_opus":0.009613576773334917,"score_gpt":0.27063965513834876,"score_spread":0.26102607836501385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027407290","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":[0.99437696,0.00019994575,0.0004931352,0.0007242253,0.00032767543,0.00009229358,0.0000074460945,0.000007516317,0.0037708138],"genre_scores_gemma":[0.9985819,0.00032355354,0.00044020134,0.00008157432,0.00013974862,0.0000041273224,0.0000012943577,0.000014204597,0.0004133915],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907017,0.00006258323,0.00042885038,0.0001469638,0.00006372299,0.00022773322],"domain_scores_gemma":[0.99927723,0.000113976705,0.00041709142,0.000051935953,0.000022877224,0.000116866824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073514075,0.00010815219,0.00032214978,0.00007768106,0.00022655568,0.00012060685,0.00015760509,0.00008636372,0.00004002064],"category_scores_gemma":[0.000041357216,0.0001132414,0.00008208152,0.000018827726,0.00012047426,0.0002645595,0.00003660148,0.0005406004,0.0000049300147],"study_design_candidate":"simulation_or_modeling","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":[0.0003139578,0.00014449957,0.8024057,0.000005259363,0.00020528291,0.00001705899,0.033203885,0.11005782,0.015229684,0.01867793,0.00008597929,0.019652938],"study_design_scores_gemma":[0.0030538111,0.00018212644,0.0025475863,0.000030887888,0.00004663207,0.000003750074,0.017777229,0.97030675,0.00004643743,0.0016761719,0.0040032365,0.000325384],"about_ca_topic_score_codex":0.0020356206,"about_ca_topic_score_gemma":0.0100464625,"teacher_disagreement_score":0.8602489,"about_ca_system_score_codex":0.00037321795,"about_ca_system_score_gemma":0.00011374732,"threshold_uncertainty_score":0.5606162},"labels":[],"label_agreement":null},{"id":"W2032463150","doi":"10.1016/j.jedc.2010.11.008","title":"Buying cooperation in an asymmetric environmental differential game","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Group for Research in Decision Analysis; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Differential game; Stochastic game; Economics; Damages; Nash equilibrium; Differential (mechanical device); Bargaining problem; Mathematical economics; Microeconomics; Non-cooperative game; Dividend; Overtime; Game theory; Mathematical optimization; Mathematics; Finance; Labour economics; Engineering","score_opus":0.015841727923795398,"score_gpt":0.2176561082608697,"score_spread":0.2018143803370743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032463150","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":[0.9956036,0.0002248437,0.0017012978,0.00042854558,0.0010366534,0.00010682049,0.00022667742,0.000004001366,0.0006675206],"genre_scores_gemma":[0.9987149,0.00037845247,0.00010748611,0.00016829473,0.0005366578,0.000004135867,0.000017191702,0.000021485637,0.000051379953],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985795,0.000012771285,0.00093719456,0.00021536248,0.000015789708,0.0002394091],"domain_scores_gemma":[0.9989937,0.000060948976,0.00064050994,0.00015572782,0.0000075810594,0.00014154801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051223225,0.00014970843,0.0005009385,0.00047251143,0.000052228344,0.00015961038,0.00017914372,0.00013123282,0.00024293993],"category_scores_gemma":[0.000029625751,0.00017208571,0.000101745725,0.00003844458,0.000054160315,0.000563418,0.000029087836,0.00033697576,0.000043297485],"study_design_candidate":"simulation_or_modeling","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":[0.00028310486,0.00042192976,0.64455235,0.000023097886,0.00014695174,0.000016901997,0.00075047376,0.0018015341,0.0017792226,0.33550516,0.000027989634,0.014691269],"study_design_scores_gemma":[0.0049860217,0.00031139917,0.1384504,0.000009612811,0.000021332104,0.00009858963,0.00019798204,0.83911073,0.000028355511,0.01559516,0.0007841932,0.0004062083],"about_ca_topic_score_codex":0.00008401754,"about_ca_topic_score_gemma":0.0010255318,"teacher_disagreement_score":0.83730924,"about_ca_system_score_codex":0.0002127672,"about_ca_system_score_gemma":0.000018813844,"threshold_uncertainty_score":0.70174515},"labels":[],"label_agreement":null},{"id":"W2049353094","doi":"10.1016/s0165-1889(03)00079-4","title":"A dynamic model of job networking and social influences on employment","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Interpersonal ties; Unemployment; Social capital; Labour economics; Productivity; Isolation (microbiology); Human capital; Economics; Demographic economics; Microeconomics; Social psychology; Sociology; Psychology; Market economy; Social science","score_opus":0.01804056247799968,"score_gpt":0.23001202259526732,"score_spread":0.21197146011726764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049353094","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":[0.98877156,0.0009463129,0.0067328447,0.00055908744,0.000380459,0.000105908264,0.0001876347,0.00000367384,0.002312546],"genre_scores_gemma":[0.998597,0.0006362962,0.00035106446,0.00022799533,0.00006425313,0.000002846524,0.0000014922705,0.000018248189,0.00010079298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837863,0.000036017813,0.0011030717,0.00021856936,0.000039375034,0.00022434669],"domain_scores_gemma":[0.99844825,0.000112324116,0.0011936859,0.00012304113,0.00004116222,0.00008155388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292165,0.00017224491,0.00070076546,0.0001910353,0.00009515351,0.00007758638,0.00013883901,0.000104166415,0.000012141236],"category_scores_gemma":[0.000033504908,0.00017464878,0.00014739789,0.00004170003,0.000093649425,0.0001544018,0.000024088482,0.00019084595,0.0000015066641],"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":[0.00011781117,0.000057756573,0.076687515,0.00002689122,0.00020886304,0.0000025958013,0.00018225494,0.009005786,0.000026099002,0.91180474,0.000008326993,0.0018713892],"study_design_scores_gemma":[0.0020885277,0.0002128329,0.014647923,0.00002649355,0.000033291035,0.000013633656,0.0000858011,0.74339384,0.0000011151668,0.23898758,0.00028291836,0.00022605824],"about_ca_topic_score_codex":0.00003466266,"about_ca_topic_score_gemma":0.000084407846,"teacher_disagreement_score":0.73438805,"about_ca_system_score_codex":0.000183706,"about_ca_system_score_gemma":0.000055231103,"threshold_uncertainty_score":0.71219707},"labels":[],"label_agreement":null},{"id":"W2052667454","doi":"10.1016/s0165-1889(99)00086-x","title":"Option pricing and replication with transaction costs and dividends","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Dividend; Transaction cost; Call option; Replicating portfolio; Financial economics; Valuation of options; Stock (firearms); Market maker; Microeconomics; Asian option; Econometrics; Stock market; Portfolio; Finance; Portfolio optimization","score_opus":0.006450634383934336,"score_gpt":0.19640644939051632,"score_spread":0.18995581500658199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052667454","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":[0.5162074,0.0012190377,0.4807942,0.0010122453,0.000036486847,0.000105251216,0.000034861183,0.000004205088,0.00058631535],"genre_scores_gemma":[0.9978451,0.0012122962,0.00067142345,0.000090252564,0.00008891839,0.000008838227,0.0000021645453,0.000009068874,0.000071950664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993035,0.0000023391722,0.00040008198,0.00018663506,0.000014134415,0.00009327259],"domain_scores_gemma":[0.9994256,0.000038797472,0.00035009318,0.00009687281,0.000022487178,0.00006613004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002739266,0.000082107086,0.00025033695,0.00008804286,0.000089197674,0.000074183605,0.00004688927,0.000048358863,0.000011257764],"category_scores_gemma":[0.000009429465,0.000080753984,0.000025077825,0.00003635338,0.000044619555,0.00025944324,0.000003831016,0.00008726631,0.0000032419289],"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":[0.00019928797,0.00003584781,0.012828817,0.000021889218,0.000076011296,0.0000011286887,0.00014842872,0.0003729337,0.000032403266,0.74757993,0.0000041554204,0.2386992],"study_design_scores_gemma":[0.005438784,0.0008417463,0.22597219,0.000089726884,0.00011931335,0.0005162376,0.0001727247,0.49330893,0.00000984315,0.27047732,0.0025885198,0.00046465165],"about_ca_topic_score_codex":0.00007043764,"about_ca_topic_score_gemma":0.00005479561,"teacher_disagreement_score":0.49293602,"about_ca_system_score_codex":0.00008798614,"about_ca_system_score_gemma":0.00001484168,"threshold_uncertainty_score":0.3293052},"labels":[],"label_agreement":null},{"id":"W2059353387","doi":"10.1016/s0165-1889(98)00089-x","title":"Uncertainty aversion and rationality in games of perfect information","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematical economics; Subgame; Subgame perfect equilibrium; Rationality; Economics; Set (abstract data type); Contrast (vision); Perfection; Game theory; Perfect information; Complete information; Extensive-form game; Solution concept; Microeconomics; Repeated game; Computer science; Equilibrium selection","score_opus":0.004552500064606847,"score_gpt":0.17789996829706808,"score_spread":0.17334746823246125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059353387","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":[0.9926147,0.00085595174,0.0010627453,0.00056385854,0.00014321439,0.00008741687,0.00015324097,0.0000015719268,0.004517312],"genre_scores_gemma":[0.9974649,0.00217998,0.00007389054,0.00011016478,0.000049724582,0.0000013634684,0.000005203928,0.0000040931545,0.00011069606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891764,0.000013011317,0.00086385146,0.00009069119,0.000012403472,0.000102399674],"domain_scores_gemma":[0.99921083,0.00007210089,0.0005659406,0.00007983834,0.000020195483,0.000051067924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075380085,0.00008245567,0.0004042038,0.00015370685,0.000028779747,0.000040685412,0.00007478145,0.000059125305,0.0002103197],"category_scores_gemma":[0.000020883852,0.00008724701,0.000071116985,0.00002141772,0.000055795208,0.0006050522,0.000011529349,0.000099550794,0.000008332584],"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":[0.00044879265,0.000043344233,0.08615932,0.000040928506,0.000102006285,0.0000010670625,0.0005980761,0.027074935,0.0000043647938,0.85536915,0.00007411531,0.030083925],"study_design_scores_gemma":[0.00572396,0.00028637797,0.06356284,0.000039623403,0.00001872701,0.00003975192,0.00035570833,0.73580796,0.000003720307,0.18637273,0.0075451876,0.0002434044],"about_ca_topic_score_codex":0.00021006384,"about_ca_topic_score_gemma":0.00008371386,"teacher_disagreement_score":0.708733,"about_ca_system_score_codex":0.0001314777,"about_ca_system_score_gemma":0.000033518663,"threshold_uncertainty_score":0.355783},"labels":[],"label_agreement":null},{"id":"W2063427656","doi":"10.1016/j.jedc.2006.07.003","title":"Optimal liquidation strategies and their implications","year":2006,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Market liquidity; Economics; Volatility (finance); Transaction cost; Microeconomics; Proxy (statistics); Asset (computer security); Econometrics; Monetary economics; Computer science","score_opus":0.009137205071428822,"score_gpt":0.1955981467765752,"score_spread":0.18646094170514638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063427656","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":[0.9610296,0.0028513256,0.021263989,0.002057368,0.00022157407,0.000101938705,0.00013110913,0.0000067259507,0.01233639],"genre_scores_gemma":[0.9987214,0.0005117482,0.00030069656,0.000093641494,0.00023379632,0.0000042028273,0.000006395989,0.000009729426,0.00011836466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99910235,0.000007825379,0.0006110215,0.0001370133,0.00000768402,0.00013407583],"domain_scores_gemma":[0.9992205,0.00004790077,0.00056974444,0.00008841876,0.000027100474,0.00004632144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030821215,0.00011274488,0.00032485597,0.00012980936,0.000086755506,0.00026904087,0.000085755215,0.000058636524,0.0000236559],"category_scores_gemma":[0.0000088946945,0.00010531507,0.00006901412,0.000025818472,0.00007706161,0.0006605348,0.00001497389,0.00008692233,0.000004313753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027230875,0.000022217964,0.009397274,0.0000063681227,0.000035103407,4.0150366e-7,0.000032865755,0.00093792146,0.000047464855,0.9883743,0.0001292542,0.0009896307],"study_design_scores_gemma":[0.0019317514,0.00037308567,0.26727808,0.000016870963,0.000020624922,0.00006795394,0.00062049064,0.10371262,0.000009627326,0.6199019,0.005767115,0.00029986957],"about_ca_topic_score_codex":0.00011901813,"about_ca_topic_score_gemma":0.000085592015,"teacher_disagreement_score":0.36847237,"about_ca_system_score_codex":0.00007168275,"about_ca_system_score_gemma":0.000047315676,"threshold_uncertainty_score":0.4294624},"labels":[],"label_agreement":null},{"id":"W2069018276","doi":"10.1016/s0165-1889(99)00078-0","title":"Equilibrium with new investment opportunities","year":2001,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; General equilibrium theory; Partial equilibrium; Technological change; Investment (military); Consumption (sociology); Dynamic equilibrium; Microeconomics; Mathematical economics; Macroeconomics; Thermodynamics; Physics","score_opus":0.02749388611065789,"score_gpt":0.2038222556884998,"score_spread":0.1763283695778419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069018276","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":[0.95868003,0.015889527,0.0035152498,0.0059603225,0.000409128,0.00012557667,0.000058104593,0.000010324075,0.015351725],"genre_scores_gemma":[0.98668635,0.0052350755,0.00024508158,0.0009990175,0.0003686783,0.0000018759804,0.0000053283034,0.000019226041,0.0064393636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99889284,0.0000073982183,0.00071420666,0.0001601316,0.000028007584,0.00019744082],"domain_scores_gemma":[0.9987948,0.0000348589,0.000765599,0.0001446599,0.000025655292,0.00023441538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030625268,0.00014973948,0.0005427791,0.00026977307,0.000038791924,0.00013221691,0.0001459892,0.000055462187,0.00020602721],"category_scores_gemma":[0.000008145017,0.00013044802,0.00015670616,0.000045390698,0.000072845956,0.0003822843,0.000020952346,0.00011319194,0.00002977948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001539869,0.000051211533,0.047378127,0.000006140898,0.00054612226,0.00004150522,0.000122055186,0.00091075496,0.0000075848675,0.9483789,0.0011510662,0.0012525397],"study_design_scores_gemma":[0.0122813145,0.0019940932,0.020689646,0.00007630657,0.00040529782,0.00083098956,0.001395503,0.4138669,0.00001443229,0.48189053,0.0654389,0.0011160701],"about_ca_topic_score_codex":0.00019882566,"about_ca_topic_score_gemma":0.00020168567,"teacher_disagreement_score":0.46648836,"about_ca_system_score_codex":0.0001648659,"about_ca_system_score_gemma":0.0000807631,"threshold_uncertainty_score":0.5319516},"labels":[],"label_agreement":null},{"id":"W2071477988","doi":"10.1016/j.jedc.2009.10.006","title":"Markov-perfect capital and labor taxes","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economics; Inefficiency; Capital (architecture); Commit; Fixed capital; Physical capital; Microeconomics; Capital intensity; Capital gains tax; Monetary economics; Labour economics; Capital formation; Financial capital; Indirect tax; Tax reform; Public economics; Human capital; Market economy","score_opus":0.005682771965788814,"score_gpt":0.1884769320807668,"score_spread":0.18279416011497798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071477988","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":[0.9805449,0.002922778,0.0004175811,0.0051801726,0.0004306652,0.00009960578,0.0003213821,0.0000069805124,0.010075899],"genre_scores_gemma":[0.9975275,0.00037981756,0.00017280351,0.0011224207,0.00048355374,0.0000014298357,0.000002125352,0.00001423004,0.00029613147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99863255,0.000013224685,0.00084775034,0.00022503022,0.000015061774,0.0002663707],"domain_scores_gemma":[0.9989223,0.00007833355,0.00066732994,0.00013492939,0.000017736797,0.0001793601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057612656,0.00017608047,0.00064443547,0.00022379753,0.00008236168,0.00013980408,0.00015455038,0.00010558657,0.000057548266],"category_scores_gemma":[0.000046938956,0.00018381474,0.00013601895,0.00002933605,0.00007412501,0.00041087865,0.000020536767,0.00019790641,0.00003043276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016724449,0.00006529788,0.13453631,0.000017115111,0.00019677883,0.0000130712715,0.00022757267,0.000077821,0.000026834827,0.8539421,0.0007702781,0.009959557],"study_design_scores_gemma":[0.0047222497,0.0008480841,0.3118119,0.000026296511,0.000044171582,0.0002622354,0.00016972747,0.08039029,0.000009115471,0.5991563,0.002074072,0.0004855557],"about_ca_topic_score_codex":0.000054430308,"about_ca_topic_score_gemma":0.00005670822,"teacher_disagreement_score":0.2547858,"about_ca_system_score_codex":0.00013636056,"about_ca_system_score_gemma":0.000026937698,"threshold_uncertainty_score":0.7495748},"labels":[],"label_agreement":null},{"id":"W2073311570","doi":"10.1016/j.jedc.2011.01.007","title":"Discrete time Wishart term structure models","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation du Risque","keywords":"Wishart distribution; Affine transformation; Mathematics; Term (time); Autoregressive model; Invertible matrix; Yield curve; Applied mathematics; Econometrics; Diagonal; Volatility (finance); Pure mathematics; Multivariate statistics; Statistics; Physics","score_opus":0.012022880862378554,"score_gpt":0.1856976327770717,"score_spread":0.17367475191469314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073311570","genre_codex":"methods","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":[0.11305939,0.001786006,0.87088686,0.0005600697,0.00046616342,0.00021923911,0.0010256335,0.000012740338,0.01198388],"genre_scores_gemma":[0.99793285,0.000087244254,0.0013949161,0.00016250023,0.00022425505,0.0000046401597,0.000004988449,0.000017675637,0.00017091398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989219,0.0000023260977,0.00069781253,0.00018264046,0.000017539944,0.00017783271],"domain_scores_gemma":[0.99892634,0.000026118234,0.00074670766,0.000153902,0.000036763813,0.00011016654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019088028,0.00013067434,0.0004518722,0.00012510565,0.00007029104,0.000052324503,0.00022735134,0.00008461482,0.00015111784],"category_scores_gemma":[0.000014995283,0.00013096686,0.000117086165,0.000037455193,0.000056897312,0.00034136904,0.000028488988,0.0001447202,0.0000459938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057735168,0.00002552792,0.0022306088,0.000008222849,0.000093042414,0.000002598959,0.00016726101,0.00016258119,0.000016362175,0.99494517,0.00003480773,0.0022560928],"study_design_scores_gemma":[0.0010006196,0.000119995624,0.005890118,0.0000110726805,0.0000262948,0.00005211921,0.000023486406,0.21310042,0.000002684374,0.77938205,0.0002159681,0.00017515801],"about_ca_topic_score_codex":0.00003651798,"about_ca_topic_score_gemma":0.000020682033,"teacher_disagreement_score":0.8848735,"about_ca_system_score_codex":0.00008592191,"about_ca_system_score_gemma":0.000037150658,"threshold_uncertainty_score":0.53406733},"labels":[],"label_agreement":null},{"id":"W2075742668","doi":"10.1016/j.jedc.2006.11.004","title":"Drift and Breaks in Labor Productivity","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Productivity; Econometrics; Percentage point; Estimator; Quarter (Canadian coin); Confidence interval; Statistics; Macroeconomics; Mathematics; Geography","score_opus":0.013294483702770032,"score_gpt":0.20865324369176394,"score_spread":0.1953587599889939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075742668","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":[0.9913901,0.0019202506,0.0018531267,0.0019952832,0.0004275342,0.000118040276,0.00010419218,0.000003656481,0.002187785],"genre_scores_gemma":[0.9985267,0.000385136,0.00019519523,0.00029389677,0.00035224605,0.0000010875159,0.000001377341,0.0000146489065,0.00022974605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846905,0.000012287964,0.0009769377,0.00022717302,0.000013502859,0.00030102572],"domain_scores_gemma":[0.99890685,0.000109638146,0.0006787044,0.00014097699,0.000009733822,0.00015407307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020277407,0.00014542333,0.00059693394,0.00036306714,0.00004482473,0.00006835334,0.00011524293,0.00009529795,0.000039854902],"category_scores_gemma":[0.000060402526,0.00015843948,0.0000780689,0.000040602725,0.00007210245,0.00043459967,0.000024174806,0.00022569826,0.000015349571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000296552,0.00008773047,0.868084,0.00002581793,0.0001570244,0.000024156263,0.00036674194,0.00095977896,0.000029850362,0.11851582,0.00011103979,0.011341445],"study_design_scores_gemma":[0.0047649452,0.0002865186,0.8189887,0.000024417153,0.000020409698,0.00027144805,0.00016324346,0.1215013,0.00001600825,0.049267113,0.00431017,0.00038572832],"about_ca_topic_score_codex":0.00038929176,"about_ca_topic_score_gemma":0.0009806814,"teacher_disagreement_score":0.12054152,"about_ca_system_score_codex":0.00017942612,"about_ca_system_score_gemma":0.000022502603,"threshold_uncertainty_score":0.6460974},"labels":[],"label_agreement":null},{"id":"W2075784261","doi":"10.1016/s0165-1889(01)00053-7","title":"Time-consistent Shapley value allocation of pollution cost reduction","year":2002,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":290,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Group for Research in Decision Analysis","funders":"","keywords":"Shapley value; Cost allocation; Reduction (mathematics); Economics; Value (mathematics); Microeconomics; Total cost; Function (biology); Cost reduction; Mathematical economics; Game theory; Econometrics; Mathematics; Statistics","score_opus":0.01539574700020116,"score_gpt":0.19474260092555118,"score_spread":0.17934685392535002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075784261","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":[0.98391825,0.0020111357,0.0055921557,0.0015937131,0.0009883185,0.00024553732,0.00012750603,0.000008358311,0.0055150245],"genre_scores_gemma":[0.99848264,0.00021753082,0.00008626923,0.00004997721,0.00024910425,0.000002728409,0.000002864549,0.000012149704,0.0008967407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862444,0.000036615464,0.0010372339,0.00014308977,0.000023365745,0.00013526139],"domain_scores_gemma":[0.9982506,0.00004529943,0.0014538675,0.00013310462,0.00004645005,0.000070679576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010743279,0.000105166466,0.0004769605,0.00021179317,0.00005437863,0.00003742968,0.000111849455,0.00008148956,0.00014473847],"category_scores_gemma":[0.000050269762,0.00011493266,0.00014983877,0.00004183265,0.00007150991,0.00022999896,0.000010525078,0.0000974339,0.00005910787],"study_design_candidate":"simulation_or_modeling","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":[0.00020889513,0.00022599698,0.007249917,0.00006996244,0.0005262029,0.0000026536688,0.0005822752,0.025275955,0.0010652258,0.95513105,0.00075484265,0.008907009],"study_design_scores_gemma":[0.0027534715,0.00034043824,0.004140135,0.00007069466,0.00006103728,0.00021872968,0.00020851631,0.9704502,0.000050145805,0.020028248,0.0014510073,0.00022735327],"about_ca_topic_score_codex":0.00003461977,"about_ca_topic_score_gemma":0.0000064427286,"teacher_disagreement_score":0.9451743,"about_ca_system_score_codex":0.00021245657,"about_ca_system_score_gemma":0.00001372572,"threshold_uncertainty_score":0.4686818},"labels":[],"label_agreement":null},{"id":"W2076213360","doi":"10.1016/j.jedc.2009.09.002","title":"Numerical solution of the Hamilton–Jacobi–Bellman formulation for continuous time mean variance asset allocation","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Tata Consultancy Services","keywords":"Hamilton–Jacobi–Bellman equation; Viscosity solution; Mathematical optimization; Convergence (economics); Mathematics; Nonlinear system; Quadratic equation; Asset (computer security); Variance (accounting); Applied mathematics; Bellman equation; Computer science; Economics","score_opus":0.007443506157682791,"score_gpt":0.20604226081382349,"score_spread":0.19859875465614069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076213360","genre_codex":"methods","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":[0.040631063,0.00041402344,0.9556642,0.0020875488,0.00023433556,0.00032970562,0.00015241634,0.0000044663007,0.0004822283],"genre_scores_gemma":[0.9981477,0.000040962193,0.0013066567,0.00019066677,0.00019027013,0.00000967423,0.000008034909,0.000008772784,0.00009724808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887574,0.000004735248,0.00080431334,0.00014668971,0.0000255692,0.00014293294],"domain_scores_gemma":[0.99835765,0.00007966748,0.0012785405,0.00014467369,0.0000937637,0.000045717148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044900863,0.00010033715,0.00040175128,0.00007819056,0.00010629194,0.000034777888,0.00018587406,0.000079141464,0.0000056406893],"category_scores_gemma":[0.000056603494,0.00009220508,0.00015343666,0.000058808433,0.000024246716,0.00018790107,0.0000075650873,0.00008874358,0.000005482223],"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":[0.00009277979,0.00007065031,0.0010303912,0.000010888983,0.000049261893,8.9928854e-8,0.00009135946,0.0013765848,0.00025189423,0.99171615,0.00006691252,0.0052430504],"study_design_scores_gemma":[0.0015306199,0.00026705582,0.0249853,0.000019094667,0.000036342935,0.000012452929,0.000012684062,0.6707845,0.000024043218,0.3014424,0.0007641409,0.00012138411],"about_ca_topic_score_codex":0.00003137055,"about_ca_topic_score_gemma":0.000015447607,"teacher_disagreement_score":0.9575167,"about_ca_system_score_codex":0.00013856626,"about_ca_system_score_gemma":0.00004630367,"threshold_uncertainty_score":0.3760014},"labels":[],"label_agreement":null},{"id":"W2079782284","doi":"10.1016/j.jedc.2008.04.014","title":"Water allocation under distribution losses: Comparing alternative institutions","year":2008,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Water resources management and optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Economics; Monopoly; Distribution (mathematics); Benchmark (surveying); Microeconomics; Market power; Welfare; Perfect competition; Econometrics; Industrial organization; Market economy; Mathematics","score_opus":0.013193853870366663,"score_gpt":0.19811112938057035,"score_spread":0.18491727551020368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079782284","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":[0.6056089,0.000045994504,0.3933842,0.00012730292,0.00020027377,0.000044668366,0.000005596819,0.000009507514,0.0005736144],"genre_scores_gemma":[0.99949193,0.00019072717,0.00006522051,0.000020420879,0.00013185735,0.0000014523524,0.000034948676,0.0000063073676,0.000057121764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959594,0.000007621596,0.0002289541,0.00004629665,0.0000341335,0.0000870275],"domain_scores_gemma":[0.99982715,0.000008106128,0.00006133425,0.000041943396,0.000026089654,0.000035395056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007671902,0.00006562111,0.00012884689,0.00005688333,0.00006699024,0.000038558082,0.000058200272,0.00002296678,0.000006325143],"category_scores_gemma":[0.0000015854357,0.000053335523,0.00003523003,0.0000129772325,0.000028808969,0.00025310024,0.000009646974,0.0000665165,0.0000053359427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001327611,0.000008268319,0.002351148,0.0000058933206,0.00009034873,0.0000027593492,0.0000962514,0.99150026,0.000047997244,0.005588468,0.00005551003,0.00023980981],"study_design_scores_gemma":[0.0008745563,0.000022406188,0.002634104,0.000009358728,0.00003018227,0.00002914691,0.000042168314,0.9951718,0.00006887941,0.00046967305,0.0005785487,0.00006917031],"about_ca_topic_score_codex":0.000009899926,"about_ca_topic_score_gemma":0.000030719897,"teacher_disagreement_score":0.39388308,"about_ca_system_score_codex":0.0001736163,"about_ca_system_score_gemma":0.000007800428,"threshold_uncertainty_score":0.21749596},"labels":[],"label_agreement":null},{"id":"W2081969803","doi":"10.1016/j.jedc.2011.09.008","title":"Good timing: The economics of optimal stopping","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"West Virginia University; Agricultural and Applied Economics Association","keywords":"Optimal stopping; Certainty; Economics; Stopping time; Value (mathematics); Interest rate; Econometrics; Rate of return; Present value; Microeconomics; Financial economics; Mathematics; Monetary economics; Statistics; Finance","score_opus":0.027656333133401507,"score_gpt":0.196685902684196,"score_spread":0.16902956955079448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081969803","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":[0.9827365,0.0063306945,0.0030058,0.0005773754,0.0004945576,0.00010417904,0.000089710236,0.000003510782,0.006657638],"genre_scores_gemma":[0.9959459,0.0029076564,0.0005066849,0.00013050657,0.00015600013,0.0000019574286,0.0000016165642,0.000015006698,0.00033470851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857545,0.000013520995,0.0010687842,0.00015272785,0.000015764741,0.00017372474],"domain_scores_gemma":[0.9981721,0.00007082464,0.001446805,0.00019339845,0.0000328435,0.00008400406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072595093,0.00013417845,0.0005939083,0.00021173853,0.0000722485,0.000048813086,0.0002787524,0.00007094756,0.00013868934],"category_scores_gemma":[0.000018428203,0.000111148016,0.0003121041,0.000039661838,0.00012072474,0.00025712975,0.00003893954,0.00014922585,0.00001782816],"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":[0.00007136426,0.000057028454,0.022298448,0.000008389499,0.0005383042,0.0000023345128,0.0005706072,0.0013635819,0.000008221353,0.9740624,0.000049646493,0.000969669],"study_design_scores_gemma":[0.00363292,0.00068106584,0.0217685,0.000031211366,0.0002998109,0.00009586343,0.0014938121,0.82009196,0.000070012065,0.14908145,0.0022711782,0.00048219023],"about_ca_topic_score_codex":0.00013642645,"about_ca_topic_score_gemma":0.000078750425,"teacher_disagreement_score":0.824981,"about_ca_system_score_codex":0.000110276465,"about_ca_system_score_gemma":0.000036840218,"threshold_uncertainty_score":0.45324844},"labels":[],"label_agreement":null},{"id":"W2081991282","doi":"10.1016/s0165-1889(03)00056-3","title":"Capital growth with security","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economics; Probabilistic logic; Investment (military); Capital allocation line; Set (abstract data type); Capital (architecture); Mathematical economics; Cash flow; Sequence (biology); Microeconomics; Expected utility hypothesis; Mathematical optimization; Econometrics; Computer science; Mathematics; Finance; Statistics","score_opus":0.008909324021779665,"score_gpt":0.25655875854000776,"score_spread":0.2476494345182281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081991282","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":[0.95462877,0.00023640651,0.036327567,0.0004909886,0.00048639008,0.000061792656,0.000013919323,0.000002308527,0.007751856],"genre_scores_gemma":[0.99875385,0.0003249146,0.0003996686,0.00009099688,0.00008151722,4.7918326e-7,3.792479e-7,0.000005164218,0.00034306126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904543,0.00005736785,0.00050122105,0.000117949574,0.00017231601,0.00010569534],"domain_scores_gemma":[0.9987809,0.00025639572,0.00054786087,0.00010871615,0.00019842625,0.00010770027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014392078,0.0000767771,0.00026061138,0.00013216544,0.000056471774,0.00018049803,0.00014874568,0.000043270913,0.00005645433],"category_scores_gemma":[0.00017485154,0.00004932089,0.0000677103,0.000052589116,0.000044599157,0.00034579023,0.000006534107,0.000109186,0.00000896201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003273612,0.00008112436,0.40023717,0.0000024403585,0.00016871702,0.00005751319,0.0005662444,0.014392823,0.00001376697,0.5767509,0.0009160457,0.0064859055],"study_design_scores_gemma":[0.0075051454,0.0009843358,0.02373874,0.000019228804,0.00012617603,0.0016646689,0.0024760775,0.40321776,0.000024571336,0.5557245,0.004111033,0.00040777028],"about_ca_topic_score_codex":0.000011810831,"about_ca_topic_score_gemma":0.00013754974,"teacher_disagreement_score":0.38882494,"about_ca_system_score_codex":0.000045393874,"about_ca_system_score_gemma":0.00013599131,"threshold_uncertainty_score":0.20112476},"labels":[],"label_agreement":null},{"id":"W2086616687","doi":"10.1016/j.jedc.2005.01.003","title":"A test for additive outliers applicable to long-memory time series","year":2005,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; Macquarie University","keywords":"Series (stratigraphy); Outlier; Econometrics; Long memory; Economics; Test (biology); Time series; Mathematical economics; Computer science; Mathematics; Statistics; Geology","score_opus":0.0054239541398625225,"score_gpt":0.18904037641462682,"score_spread":0.1836164222747643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086616687","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":[0.6069238,0.007539157,0.28893575,0.035948224,0.0018286117,0.003291356,0.010645134,0.00008172898,0.044806253],"genre_scores_gemma":[0.9871497,0.00009282055,0.0016177694,0.00043132284,0.00084424793,0.000033395863,0.000010902394,0.000031311498,0.009788499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984748,0.0000066542334,0.0009771948,0.00024964646,0.000023209075,0.00026849695],"domain_scores_gemma":[0.9986301,0.0001515971,0.0007744491,0.00018067328,0.00007050913,0.0001926873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055855094,0.00017158168,0.0008104194,0.00025394055,0.00012682335,0.00014728543,0.00019767358,0.0000689662,0.0003890619],"category_scores_gemma":[0.000066758235,0.0001826746,0.00028188506,0.00006234308,0.00004087426,0.00034078964,0.00003265287,0.0000962075,0.00020715086],"study_design_candidate":"simulation_or_modeling","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":[0.0027778472,0.00096724584,0.09195277,0.0002346793,0.006060999,0.000038264836,0.0017207221,0.059348125,0.00032610906,0.62823904,0.044483807,0.16385038],"study_design_scores_gemma":[0.006921225,0.0016332031,0.010630095,0.00005695761,0.00019788573,0.00017287217,0.0005356342,0.69518256,0.00002708185,0.01597139,0.26770622,0.00096485537],"about_ca_topic_score_codex":0.00005868819,"about_ca_topic_score_gemma":0.00032257682,"teacher_disagreement_score":0.63583446,"about_ca_system_score_codex":0.00028566978,"about_ca_system_score_gemma":0.000038702736,"threshold_uncertainty_score":0.74492544},"labels":[],"label_agreement":null},{"id":"W2087074413","doi":"10.1016/j.jedc.2014.08.004","title":"Measuring the effects of fiscal policy","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; HEC Montréal","funders":"","keywords":"Economics; Fiscal policy; Government spending; Identification (biology); Macroeconomics; Heteroscedasticity; Government (linguistics); Tax policy; Monetary economics; Econometrics; Public economics; Tax reform; Welfare","score_opus":0.01458652903150634,"score_gpt":0.19291646252318106,"score_spread":0.17832993349167472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087074413","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":[0.9813596,0.0013190015,0.008667182,0.0031479714,0.0007414494,0.00013387037,0.000052089563,0.0000039294373,0.004574925],"genre_scores_gemma":[0.9982445,0.00031055382,0.00007335838,0.00045099948,0.00070536777,0.0000021116641,7.411004e-7,0.00001535179,0.00019698472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864745,0.000033217184,0.0009287134,0.00013868525,0.000019616347,0.00023232501],"domain_scores_gemma":[0.9982105,0.00036674272,0.0010874983,0.00021484784,0.00000860962,0.00011182049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010493367,0.0001380929,0.00062735233,0.00022955574,0.00007190118,0.000055580833,0.00027164712,0.0000725213,0.000025006195],"category_scores_gemma":[0.00025733066,0.000115065304,0.00022083274,0.000033756238,0.00008941681,0.00020805074,0.000030478326,0.00017336906,0.000024389465],"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":[0.00019567956,0.00008970303,0.15538768,0.00015609399,0.00077665393,0.0000033185654,0.0005198334,0.008888509,0.000097574324,0.8162539,0.00058647123,0.017044593],"study_design_scores_gemma":[0.00547008,0.00073133997,0.13605039,0.00006922119,0.00007646474,0.00012889727,0.00006180655,0.70834315,0.00008516503,0.14293309,0.0056770546,0.00037337377],"about_ca_topic_score_codex":0.00029864808,"about_ca_topic_score_gemma":0.000047215817,"teacher_disagreement_score":0.6994546,"about_ca_system_score_codex":0.00013821342,"about_ca_system_score_gemma":0.000019994755,"threshold_uncertainty_score":0.4692227},"labels":[],"label_agreement":null},{"id":"W2088057144","doi":"10.1016/s0165-1889(99)00062-7","title":"A systematic framework for analyzing the dynamic effects of permanent and transitory shocks","year":2001,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":223,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Impulse response; Econometrics; Uncorrelated; Identification (biology); Variance decomposition of forecast errors; Vector autoregression; Volatility (finance); Mathematics; Statistics","score_opus":0.010918264605259853,"score_gpt":0.21507522690268044,"score_spread":0.20415696229742059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088057144","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":[0.8926136,0.012299477,0.09270457,0.0011311958,0.0005507663,0.0004952039,0.00008413508,0.0000035115697,0.00011753854],"genre_scores_gemma":[0.99719965,0.0020119285,0.0003336128,0.00016619924,0.00017237036,0.000013963583,0.0000014419015,0.000018932711,0.00008190934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983808,0.000029486007,0.0011684233,0.0001739142,0.000016825452,0.00023059601],"domain_scores_gemma":[0.99774194,0.00075822364,0.0011875583,0.00019350485,0.000015023734,0.000103744234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009375481,0.00016788287,0.0009392721,0.00019573954,0.00010014071,0.00007278698,0.00018963034,0.000102477185,0.000011606695],"category_scores_gemma":[0.00010453713,0.00013894553,0.00025940323,0.000029696586,0.0000803905,0.00019871023,0.00001475664,0.00017052377,0.0000030895233],"study_design_candidate":"simulation_or_modeling","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":[0.0015835231,0.0003797855,0.1505656,0.016106859,0.0075468067,0.000041140094,0.005805208,0.026661659,0.0001608014,0.7839891,0.0002040285,0.006955507],"study_design_scores_gemma":[0.0031734682,0.00046629252,0.014834089,0.0007442004,0.00029621643,0.00020758108,0.00026740725,0.8856715,0.0000043825735,0.09394701,0.00010232594,0.00028553087],"about_ca_topic_score_codex":0.00004456721,"about_ca_topic_score_gemma":0.000038534854,"teacher_disagreement_score":0.85900986,"about_ca_system_score_codex":0.00013828873,"about_ca_system_score_gemma":0.000018551378,"threshold_uncertainty_score":0.5666034},"labels":[],"label_agreement":null},{"id":"W2109223252","doi":"10.1016/j.jedc.2011.07.003","title":"Endogenous business cycle propagation and the persistence problem: The role of labor-market frictions","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; European University Institute","keywords":"Business cycle; Economics; Dynamic stochastic general equilibrium; Salient; Persistence (discontinuity); Econometrics; Productivity; Aggregate (composite); Monetary policy; Macroeconomics; Monetary economics; Computer science","score_opus":0.025002133002785684,"score_gpt":0.1702227496584097,"score_spread":0.14522061665562402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109223252","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":[0.96350646,0.0055309874,0.0016330412,0.0022937139,0.0003005271,0.00039509707,0.00023489005,0.0000047311178,0.026100548],"genre_scores_gemma":[0.9981107,0.0013119729,0.0001380331,0.00014731637,0.000120903256,0.000008401337,0.0000010160363,0.000010778299,0.00015086422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888045,0.000035657944,0.00076229044,0.0001351936,0.00001741247,0.00016901533],"domain_scores_gemma":[0.99853957,0.00013316638,0.0010552483,0.00017597347,0.000035920486,0.000060125833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010956514,0.00011796338,0.00042813708,0.0001068576,0.00016398942,0.000056937584,0.00020967651,0.000054575696,0.000080381236],"category_scores_gemma":[0.000047681096,0.00008093145,0.000111375986,0.000049799968,0.0002205031,0.00029276332,0.000029104242,0.00014270787,0.0000062885224],"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":[0.0011541328,0.00016660131,0.1483743,0.00006241736,0.001085075,0.0000034379034,0.008570082,0.00441762,0.00005051609,0.8271239,0.00012390455,0.008868043],"study_design_scores_gemma":[0.0052878894,0.00025272413,0.097456105,0.00003092854,0.00016642046,0.00036285893,0.0021147938,0.67081165,0.000019403818,0.22134921,0.0018610266,0.0002870026],"about_ca_topic_score_codex":0.0009963827,"about_ca_topic_score_gemma":0.00015284691,"teacher_disagreement_score":0.666394,"about_ca_system_score_codex":0.00006606228,"about_ca_system_score_gemma":0.00003372701,"threshold_uncertainty_score":0.33002886},"labels":[],"label_agreement":null},{"id":"W2110893658","doi":"10.1016/j.jedc.2006.09.008","title":"What do ‘residuals’ from first-order conditions reveal about DGE models?","year":2006,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Persistence (discontinuity); Econometrics; Economics; Consumption (sociology); Aggregate (composite); Order (exchange); Variable (mathematics); Mathematics; Engineering","score_opus":0.008590689533390247,"score_gpt":0.19656386542288448,"score_spread":0.18797317588949425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110893658","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":[0.9239482,0.019996379,0.03566779,0.004121945,0.0032107276,0.00030089088,0.0022250032,0.000021475158,0.010507571],"genre_scores_gemma":[0.99311286,0.0036324044,0.0005338544,0.0004172314,0.0009175215,0.000010844754,0.00004536496,0.00004223056,0.0012876706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997662,0.000019084493,0.0015681757,0.00036995843,0.000029199573,0.00035158082],"domain_scores_gemma":[0.9978906,0.00020372943,0.0013680416,0.00030937698,0.0000694987,0.00015876899],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060742296,0.00026060562,0.0009049496,0.00023929951,0.00017972282,0.0005446036,0.00030647867,0.00017457662,0.0003392],"category_scores_gemma":[0.000018955026,0.00029034264,0.00026939192,0.00004394001,0.00011946786,0.0015915708,0.000051429703,0.00024933857,0.00007402116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000869692,0.00007299316,0.008084112,0.000009931545,0.00025046067,0.000008645812,0.00014128396,0.036474597,0.000006224647,0.9527283,0.0015252237,0.00061131216],"study_design_scores_gemma":[0.0029292768,0.00009134829,0.0043842406,0.00005552502,0.000047636793,0.00003154486,0.00028253102,0.26630265,0.0000022712477,0.7203322,0.0052083065,0.00033247107],"about_ca_topic_score_codex":0.000739368,"about_ca_topic_score_gemma":0.00074669655,"teacher_disagreement_score":0.23239605,"about_ca_system_score_codex":0.0003149213,"about_ca_system_score_gemma":0.00006400183,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2118131312","doi":"10.1016/j.jedc.2012.05.007","title":"Optimal trade execution: A mean quadratic variation approach","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":168,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quadratic variation; Hamilton–Jacobi–Bellman equation; Geometric Brownian motion; Brownian motion; Quadratic equation; Volatility (finance); Mathematical optimization; Trading strategy; Mathematics; Function (biology); Asset (computer security); Variance (accounting); Applied mathematics; Bellman equation; Mathematical economics; Economics; Econometrics; Computer science; Diffusion process; Statistics","score_opus":0.012816552950014026,"score_gpt":0.1932431554731693,"score_spread":0.1804266025231553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118131312","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":[0.6032858,0.007291747,0.3741027,0.0016232184,0.0013610603,0.00028455738,0.00017216214,0.000015480797,0.011863248],"genre_scores_gemma":[0.9974534,0.00009905293,0.0013882406,0.000079355064,0.0006987288,0.0000045462507,0.000005652261,0.000015463509,0.00025555078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985414,0.000024601874,0.0010099536,0.0001505545,0.000029648689,0.00024385312],"domain_scores_gemma":[0.99858797,0.000044589655,0.0010343026,0.00015649374,0.000018069646,0.00015856883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009895877,0.00014124154,0.0006323838,0.00020849417,0.00009339677,0.00011420377,0.00013393037,0.00007647006,0.00014717577],"category_scores_gemma":[0.00001644613,0.00014362387,0.00023628089,0.000062601925,0.00003219067,0.0005119561,0.000018045053,0.00013310887,0.000024670844],"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":[0.000092654285,0.00018519362,0.029188015,0.000037465925,0.00079887436,0.0000017910211,0.0012389561,0.0074118297,0.000018918203,0.95949674,0.0002301954,0.001299362],"study_design_scores_gemma":[0.0021414857,0.00016559698,0.038505152,0.000011361854,0.00012068154,0.00017104874,0.000623725,0.94839245,8.8447916e-7,0.005069213,0.004497314,0.00030109246],"about_ca_topic_score_codex":0.00011117959,"about_ca_topic_score_gemma":0.000024296121,"teacher_disagreement_score":0.95442754,"about_ca_system_score_codex":0.00022222579,"about_ca_system_score_gemma":0.000022697746,"threshold_uncertainty_score":0.58568114},"labels":[],"label_agreement":null},{"id":"W2119703285","doi":"10.1016/j.jedc.2010.08.004","title":"Time-consistent control in nonlinear models","year":2010,"lang":"en","type":"preprint","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Université du Québec à Montréal","funders":"","keywords":"Quadratic equation; Nonlinear system; Optimal control; Maximization; Applied mathematics; Mathematical optimization; Mathematics; Projection (relational algebra); Mathematical economics; Stochastic control; Physics; Algorithm","score_opus":0.014613548726037465,"score_gpt":0.20632985257872166,"score_spread":0.1917163038526842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119703285","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":[0.93001926,0.003958889,0.010494656,0.008630949,0.0046712793,0.0010161692,0.004005286,0.000029037225,0.037174497],"genre_scores_gemma":[0.9964471,0.00041588265,0.0005489946,0.0010292527,0.0011492114,0.00001893013,0.000022441456,0.0000671328,0.00030108195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960527,0.000041554853,0.0027629922,0.0005865942,0.000038505805,0.00051767775],"domain_scores_gemma":[0.9962768,0.00020664548,0.002686904,0.00048827392,0.00005458434,0.0002868108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017487808,0.00047570758,0.002171142,0.0007490253,0.00006476068,0.00022727379,0.0006240188,0.00073591614,0.000094291194],"category_scores_gemma":[0.000077488075,0.00053951325,0.00060048903,0.000038747636,0.00019042059,0.0003857703,0.00017990639,0.0017235647,0.00012938645],"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":[0.0015869059,0.00089806854,0.051066056,0.00047679825,0.003003187,0.00015557365,0.0009221642,0.19179477,0.000057584737,0.74148035,0.0018683323,0.00669022],"study_design_scores_gemma":[0.003639382,0.0000898932,0.0014358362,0.000055264125,0.00004552842,0.00004764281,0.000021774491,0.7075834,7.697023e-7,0.28604636,0.0006535815,0.0003805195],"about_ca_topic_score_codex":0.00023330991,"about_ca_topic_score_gemma":0.0003420749,"teacher_disagreement_score":0.5157887,"about_ca_system_score_codex":0.0005868921,"about_ca_system_score_gemma":0.00021079044,"threshold_uncertainty_score":0.9997056},"labels":[],"label_agreement":null},{"id":"W2120694358","doi":"10.1016/s0165-1889(03)00042-3","title":"Option valuation with co-integrated asset prices","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Economics; Valuation of options; Econometrics; Asset (computer security); Valuation (finance); Stochastic volatility; Financial economics; Mathematical economics; Computer science; Volatility (finance); Finance","score_opus":0.012316720081861247,"score_gpt":0.21984218814023868,"score_spread":0.20752546805837743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120694358","genre_codex":"methods","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":[0.06931573,0.0006309164,0.9269746,0.00033922726,0.00015177537,0.00013402775,0.0001019575,0.000005107965,0.0023466377],"genre_scores_gemma":[0.99678385,0.00012266087,0.0028090063,0.000094774514,0.0000858991,0.000011478634,0.000008467088,0.0000121039175,0.00007174786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991073,0.000005003335,0.0005766493,0.00015406124,0.000024130357,0.00013284304],"domain_scores_gemma":[0.9988444,0.00005669409,0.000857421,0.000098309705,0.00007268123,0.00007052724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055511954,0.00010681125,0.00034129425,0.0001433045,0.00008014926,0.0000858919,0.00009495166,0.00006181105,0.000016132457],"category_scores_gemma":[0.000053708576,0.00009803176,0.000058906564,0.00006522973,0.000039008064,0.00023637144,0.00000360174,0.00011768967,0.000026550664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041784675,0.000032558146,0.006891178,0.0000057068532,0.00005936606,8.8852784e-7,0.000029818315,0.000560631,0.00000964556,0.9911816,0.000009322337,0.0011774797],"study_design_scores_gemma":[0.0025513496,0.00037450227,0.012897747,0.000019683219,0.00004240562,0.00009327515,0.00014112022,0.13285579,0.000010826343,0.8462642,0.004528175,0.00022094947],"about_ca_topic_score_codex":0.000027838416,"about_ca_topic_score_gemma":0.000038666647,"teacher_disagreement_score":0.9274681,"about_ca_system_score_codex":0.0001542169,"about_ca_system_score_gemma":0.00008516497,"threshold_uncertainty_score":0.39976195},"labels":[],"label_agreement":null},{"id":"W2131628385","doi":"10.1016/j.jedc.2010.10.006","title":"Second-order approximation of dynamic models without the use of tensors","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Hessian matrix; Fortran; Code (set theory); Representation (politics); Order (exchange); MATLAB; Computer science; Matrix representation; Applied mathematics; USable; Matrix (chemical analysis); Key (lock); Source code; Algorithm; Algebra over a field; Theoretical computer science; Programming language; Mathematical optimization; Mathematics; Pure mathematics; Physics","score_opus":0.01006795405941648,"score_gpt":0.21442715348042624,"score_spread":0.20435919942100975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131628385","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":[0.55944157,0.000033164357,0.43974894,0.00032990964,0.00025758368,0.00008081481,0.000015611502,0.0000027313395,0.00008964646],"genre_scores_gemma":[0.98546976,0.000026241702,0.014249298,0.00006342614,0.000052290896,0.0000011923808,4.3885316e-7,0.000005600129,0.00013174197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999157,0.00004847134,0.00052022986,0.000099078374,0.00007174868,0.00010345946],"domain_scores_gemma":[0.9986018,0.00019334102,0.0007753606,0.00024844124,0.00013263425,0.000048406047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006383941,0.00008997062,0.00029576372,0.000092149305,0.000041809057,0.00006799617,0.00039058714,0.000053139658,0.000010950666],"category_scores_gemma":[0.000026652264,0.000060735096,0.000095307136,0.00004287432,0.00008925578,0.00063240906,0.000042163898,0.00020063444,5.402668e-7],"study_design_candidate":"simulation_or_modeling","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":[0.00018411032,0.00013305784,0.0011372169,0.00006281748,0.0003179919,0.0000035590845,0.0008355716,0.07385349,0.0044280826,0.8454477,0.000032942637,0.07356345],"study_design_scores_gemma":[0.00076718733,0.00007409183,0.0004988382,0.000010474418,0.000022214988,0.00006202095,0.00002696248,0.9654673,0.000041612682,0.032891456,0.00007529177,0.000062597246],"about_ca_topic_score_codex":0.0000075445532,"about_ca_topic_score_gemma":0.00005310753,"teacher_disagreement_score":0.8916138,"about_ca_system_score_codex":0.000018808763,"about_ca_system_score_gemma":0.00007905436,"threshold_uncertainty_score":0.24767053},"labels":[],"label_agreement":null},{"id":"W2131948291","doi":"10.1016/j.jedc.2010.06.022","title":"On the precision of Calvo parameter estimates in structural NKPC models","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; Carleton University; McGill University; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Economics; Econometrics; Mathematical economics; Keynesian economics","score_opus":0.0237228060856716,"score_gpt":0.2241404462154853,"score_spread":0.2004176401298137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131948291","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":[0.9953491,0.00021665623,0.0008547012,0.0011326917,0.0005401004,0.00013175048,0.0001887663,0.000001898682,0.0015843407],"genre_scores_gemma":[0.9992559,0.00005273863,0.00028150043,0.00024508697,0.00010593047,0.0000025056686,0.0000019138138,0.000013250025,0.00004117665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856824,0.000014286013,0.0010280509,0.00016221633,0.00001958852,0.00020760643],"domain_scores_gemma":[0.99810314,0.00070619036,0.0008788026,0.00022165226,0.000011037743,0.000079175996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008643649,0.00014591118,0.00057436526,0.00022660536,0.000044081604,0.000061670115,0.00025271287,0.000101673606,0.0001738388],"category_scores_gemma":[0.00018175409,0.000113344366,0.00015603007,0.000026953077,0.00008437215,0.0003150891,0.000023386378,0.0003560534,0.000012085051],"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":[0.0003428733,0.00005244861,0.06210588,0.000014139426,0.00015738896,0.0000037840837,0.0002854305,0.14114815,0.000055685305,0.79324144,0.00014310743,0.0024496806],"study_design_scores_gemma":[0.00088271016,0.00011168563,0.016195046,0.000008778059,0.0000066868033,0.000015990583,0.000016173306,0.6701963,0.000009779458,0.312445,0.000028887222,0.00008298216],"about_ca_topic_score_codex":0.0002730669,"about_ca_topic_score_gemma":0.00024680432,"teacher_disagreement_score":0.52904814,"about_ca_system_score_codex":0.00007687522,"about_ca_system_score_gemma":0.000021050697,"threshold_uncertainty_score":0.46220493},"labels":[],"label_agreement":null},{"id":"W2133920106","doi":"10.1016/j.jedc.2009.02.004","title":"A quantitative exploration of the Golden Age of European growth","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Per capita; Economics; Marshall Plan; Per capita income; World War II; Development economics; Political science; Cold war; Demography; Sociology; Population; Politics; Law","score_opus":0.023700527809777498,"score_gpt":0.21351024200950278,"score_spread":0.18980971419972528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133920106","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":[0.97172964,0.0010188248,0.0119614955,0.002454542,0.00050660816,0.0001573714,0.00013529036,0.00000276457,0.012033465],"genre_scores_gemma":[0.99911237,0.00024535466,0.00028963076,0.00011259613,0.0001269813,5.92893e-7,0.0000018340737,0.000009358066,0.0001012963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986372,0.000050803785,0.0010247102,0.00014719686,0.00001949832,0.00012057476],"domain_scores_gemma":[0.9978744,0.00007675705,0.0017610968,0.00018012758,0.000055264747,0.000052370997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011170817,0.00010809862,0.0005355032,0.00014463768,0.00003926282,0.000028560702,0.00024392533,0.000040302115,0.0000132411105],"category_scores_gemma":[0.00011728501,0.000095529045,0.00019380072,0.000051273124,0.00008696891,0.00047695814,0.000021627988,0.00013479168,0.000006267868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019886493,0.00009498284,0.047474317,0.000026531156,0.00016096681,0.0000026227258,0.0005641699,0.0006443385,0.0004673297,0.948279,0.00007010957,0.002016758],"study_design_scores_gemma":[0.004466557,0.0014455864,0.37348506,0.00008216432,0.000080241996,0.000036773454,0.0004290685,0.04431603,0.00027610717,0.5744209,0.0005863603,0.0003751372],"about_ca_topic_score_codex":0.000036970327,"about_ca_topic_score_gemma":0.000038344573,"teacher_disagreement_score":0.3738581,"about_ca_system_score_codex":0.00007357197,"about_ca_system_score_gemma":0.00003183247,"threshold_uncertainty_score":0.38955614},"labels":[],"label_agreement":null},{"id":"W2138537411","doi":"10.1016/j.jedc.2008.08.005","title":"Optimal pricing and advertising policies for an entertainment event","year":2008,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Economics; Advertising; Event (particle physics); Entertainment; Microeconomics; Business; Political science","score_opus":0.039563287845164996,"score_gpt":0.3270026521988648,"score_spread":0.2874393643536998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138537411","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":[0.9119753,0.00008522354,0.08672192,0.00069647655,0.00022670763,0.00008890529,0.000009029568,0.0000021160263,0.00019430554],"genre_scores_gemma":[0.9978334,0.00003446888,0.0013908563,0.0003616632,0.0001567214,0.0000012809089,5.0846575e-7,0.0000055934206,0.00021554544],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885225,0.000027493548,0.00072970946,0.0001232584,0.00013660724,0.00013069979],"domain_scores_gemma":[0.99885875,0.0002615186,0.0005704563,0.000078409925,0.00014115988,0.0000896961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011138901,0.000078066936,0.0002590131,0.0002003411,0.00019267605,0.00012127635,0.00012381427,0.000030873063,0.0000120104805],"category_scores_gemma":[0.00016963285,0.000058243946,0.000068327405,0.000036662015,0.00005169607,0.00029855492,0.00002752438,0.00006616788,6.9647564e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0018210964,0.00030821247,0.2636242,0.00002689059,0.0003343622,0.00003704547,0.008266361,0.0645778,0.004790589,0.088123925,0.0013159539,0.5667736],"study_design_scores_gemma":[0.001999434,0.0003524168,0.019459449,0.0000152417415,0.000012422058,0.00030691168,0.0011759707,0.97362626,0.000016756752,0.0022389733,0.0007103726,0.00008580261],"about_ca_topic_score_codex":0.000009241082,"about_ca_topic_score_gemma":0.000021233158,"teacher_disagreement_score":0.90904844,"about_ca_system_score_codex":0.00007297728,"about_ca_system_score_gemma":0.000052041527,"threshold_uncertainty_score":0.23751192},"labels":[],"label_agreement":null},{"id":"W2139009069","doi":"10.1016/j.jedc.2010.03.008","title":"Country Portfolio Dynamics","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Accounting Theory and Financial Reporting","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council","keywords":"General equilibrium theory; Simple (philosophy); Dimension (graph theory); Portfolio; Mathematical economics; Dynamics (music); Mathematical optimization; Computer science; Economics; Applied mathematics; Econometrics; Mathematics; Financial economics; Microeconomics; Physics","score_opus":0.0035788605912601217,"score_gpt":0.1979960151451933,"score_spread":0.19441715455393319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139009069","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":[0.93330353,0.0001483301,0.0342118,0.00033150733,0.0013955514,0.000092169474,0.000005967424,0.000019672712,0.030491456],"genre_scores_gemma":[0.99605113,0.000018535125,0.00008685334,0.0009901861,0.0026272852,4.940479e-7,0.000005089069,0.000021475707,0.00019897397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986136,0.0000036460385,0.0008690068,0.00013280156,0.00010419739,0.00027674824],"domain_scores_gemma":[0.9980263,0.00009219661,0.0016035351,0.00011196408,0.00014003944,0.000025941876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249183,0.00014851498,0.0003588107,0.00023793141,0.00013974651,0.00021972171,0.00017685916,0.00009185368,0.000038406208],"category_scores_gemma":[0.00016574257,0.00013755015,0.000116806485,0.00007852653,0.000060547554,0.00086421723,0.00004756405,0.00022119941,0.000014658551],"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":[0.0003396424,0.000047334917,0.17487623,0.000040408762,0.000099902085,0.00015851902,0.000010923944,0.00030722265,0.00004574236,0.78159523,0.00027816373,0.042200655],"study_design_scores_gemma":[0.005026206,0.00010179376,0.11455211,0.00015572531,0.00047864215,0.000638982,0.0011032537,0.7071791,0.00000643791,0.1359681,0.033895265,0.0008943531],"about_ca_topic_score_codex":0.00009354955,"about_ca_topic_score_gemma":0.0004018996,"teacher_disagreement_score":0.7068719,"about_ca_system_score_codex":0.00016350101,"about_ca_system_score_gemma":0.000054659587,"threshold_uncertainty_score":0.5609132},"labels":[],"label_agreement":null},{"id":"W2147548387","doi":"10.1016/s0165-1889(99)00023-8","title":"Martingales, nonlinearity, and chaos","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":157,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Economics; Martingale (probability theory); Probabilistic logic; Chaotic; Nonlinear system; Mathematical economics; CHAOS (operating system); Chaos theory; Asset (computer security); Econometrics; Capital asset pricing model; Financial economics; Mathematics; Computer science; Applied mathematics; Physics; Artificial intelligence; Management","score_opus":0.007446426949695444,"score_gpt":0.18553195919508012,"score_spread":0.17808553224538468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147548387","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":[0.9835097,0.004241143,0.0014633125,0.0018269398,0.00022233896,0.00009601821,0.0001858525,0.0000064267156,0.00844824],"genre_scores_gemma":[0.99646807,0.0007333804,0.00025037548,0.00013430587,0.00032088344,0.0000013869129,0.0000027832405,0.000013365674,0.0020754724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874145,0.000011588,0.00088251097,0.0001755047,0.000018846224,0.00017011333],"domain_scores_gemma":[0.9991284,0.000044200962,0.00055425527,0.00013008478,0.000021770777,0.00012129267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005319136,0.00012099545,0.00059581007,0.00014329127,0.0000854895,0.0001357368,0.0001118526,0.000059275553,0.0008303074],"category_scores_gemma":[0.000013660395,0.00012478902,0.00014121765,0.0000375867,0.000052784188,0.00020433869,0.000020882471,0.00012725199,0.000048274276],"study_design_candidate":"simulation_or_modeling","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":[0.00037554957,0.00022239012,0.2890096,0.00009441971,0.0014668563,0.000046086523,0.00040044243,0.001994484,0.000033287644,0.5892697,0.00089812535,0.1161891],"study_design_scores_gemma":[0.0035216142,0.00037371845,0.04270819,0.000032003383,0.00007860692,0.00029524474,0.00014516414,0.8411194,8.8803864e-7,0.034477197,0.07684594,0.00040205236],"about_ca_topic_score_codex":0.00026734182,"about_ca_topic_score_gemma":0.00020301266,"teacher_disagreement_score":0.8391249,"about_ca_system_score_codex":0.00007040758,"about_ca_system_score_gemma":0.000016716589,"threshold_uncertainty_score":0.90912837},"labels":[],"label_agreement":null},{"id":"W2147693499","doi":"10.1016/j.jedc.2014.02.005","title":"A new look at variation in employment growth in Canada: The role of industry, provincial, national and external factors","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Variation (astronomy); Economics; Economic geography","score_opus":0.006812201573317876,"score_gpt":0.1772672164951836,"score_spread":0.1704550149218657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147693499","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":[0.99641734,0.0002709947,0.001070176,0.0010291794,0.00014298319,0.00009260358,0.0000499569,6.127511e-7,0.0009261747],"genre_scores_gemma":[0.9995648,0.000032619486,0.00005204268,0.00017919649,0.00008025589,0.0000016791479,0.0000012992673,0.0000059610707,0.00008214746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990036,0.000016646163,0.00073095394,0.0001060491,0.000038456503,0.000104316015],"domain_scores_gemma":[0.9990954,0.00008809055,0.00068867544,0.000046956793,0.00003284616,0.000048077516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060473086,0.0000796704,0.0002821781,0.00018869442,0.000025426281,0.000027948952,0.00009599013,0.00006415472,0.00004084269],"category_scores_gemma":[0.00006745048,0.00007130697,0.000028290808,0.000051998188,0.000017427565,0.00013275407,0.000021747383,0.0001774899,8.5412745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033678803,0.000012035346,0.779268,0.0000033052613,0.000019053146,3.3763624e-7,0.00009455491,0.00039350768,0.000015871237,0.2193289,0.000036653233,0.0007940881],"study_design_scores_gemma":[0.0015472806,0.00005087808,0.8538324,0.000012502801,0.0000032441037,0.000006186202,0.00006243985,0.10150844,0.0000090378735,0.042558115,0.00033508844,0.000074387026],"about_ca_topic_score_codex":0.21170872,"about_ca_topic_score_gemma":0.446206,"teacher_disagreement_score":0.2344973,"about_ca_system_score_codex":0.0008281311,"about_ca_system_score_gemma":0.00036129268,"threshold_uncertainty_score":0.7935406},"labels":[],"label_agreement":null},{"id":"W2149736324","doi":"10.1016/s0165-1889(99)00087-1","title":"Applications of randomized low discrepancy sequences to the valuation of complex securities","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Benchmark (surveying); Valuation (finance); Quasi-Monte Carlo method; Computer science; Statistical hypothesis testing; Algorithm; Unit cube; Mathematical optimization; Mathematics; Applied mathematics; Hybrid Monte Carlo; Econometrics; Statistics; Economics; Finance; Discrete mathematics; Markov chain Monte Carlo","score_opus":0.0203554062319892,"score_gpt":0.28658019793347184,"score_spread":0.2662247917014826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149736324","genre_codex":"methods","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":[0.43819165,0.0001648071,0.5496776,0.0038704113,0.00005805151,0.0012876783,0.00008496464,0.000006229339,0.0066586263],"genre_scores_gemma":[0.9925996,0.000097969125,0.0068614953,0.00006957351,0.00006195704,0.000034614353,0.000002746005,0.0000050499143,0.00026701743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998788,0.0000909843,0.0009102177,0.00005385248,0.000099568664,0.000057366713],"domain_scores_gemma":[0.99847317,0.0006189575,0.00063569,0.000106546395,0.00013112725,0.000034532433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011574801,0.00006899925,0.0005066978,0.000058365422,0.000036016518,0.000024254869,0.00011735085,0.000027288468,0.00029129305],"category_scores_gemma":[0.00013908427,0.00004125757,0.00014833032,0.000033317046,0.0000898342,0.00008943726,0.000005756424,0.00005541599,0.0000027076933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008066185,0.000060181323,0.000013099472,0.000074267184,0.00010335741,4.60493e-8,0.0006420483,0.00018029808,0.00004925407,0.9851969,0.000082006176,0.01279192],"study_design_scores_gemma":[0.0069059324,0.00005408857,0.000036766385,0.000059875416,0.00009802692,0.0000072579082,0.0003465367,0.41104618,0.00004123208,0.58122987,0.00013177891,0.000042464522],"about_ca_topic_score_codex":0.0000124903945,"about_ca_topic_score_gemma":0.000046005858,"teacher_disagreement_score":0.55440795,"about_ca_system_score_codex":0.000029518054,"about_ca_system_score_gemma":0.000038420087,"threshold_uncertainty_score":0.31894544},"labels":[],"label_agreement":null},{"id":"W2151688581","doi":"10.1016/s0165-1889(02)00064-7","title":"Robust parameter estimation for asset price models with Markov modulated volatilities","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Econometrics; Markov chain; Asset (computer security); Economics; Volatility (finance); Hidden Markov model; Estimation; Stochastic volatility; Markov process; Computer science; Markov model; Mathematical optimization; Mathematics; Mathematical economics; Statistics; Artificial intelligence; Machine learning","score_opus":0.017980353520616152,"score_gpt":0.19946024251846997,"score_spread":0.18147988899785383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151688581","genre_codex":"methods","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":[0.042175725,0.00055443816,0.9552232,0.00029422637,0.00013097099,0.00025637844,0.00030445188,0.0000054995803,0.0010551382],"genre_scores_gemma":[0.9634511,0.000044057706,0.03615276,0.00009246151,0.000055411212,0.000032806965,0.000010823465,0.00001806596,0.00014252262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989755,0.0000036812385,0.000646474,0.0001798256,0.000019013654,0.0001755061],"domain_scores_gemma":[0.99884146,0.00015737237,0.00072067813,0.00012121746,0.00008553612,0.00007375802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040604256,0.00012625968,0.00041652352,0.00012493842,0.00008959007,0.00008708094,0.000099685094,0.00007228156,0.000012623281],"category_scores_gemma":[0.00008476137,0.00012162465,0.00007743735,0.00005265008,0.000039754672,0.00034134687,0.0000061149344,0.000092942544,0.0000029905118],"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":[0.00010212959,0.000036750167,0.00066665385,0.00002184953,0.00009885472,4.360878e-7,0.000053640513,0.055164434,0.0000013645433,0.94292986,0.000042813437,0.0008812023],"study_design_scores_gemma":[0.0010614501,0.00012488065,0.00048410182,0.000008698555,0.000019067498,0.000019399216,0.000030085892,0.6134883,7.535444e-7,0.3844321,0.0002354167,0.00009572001],"about_ca_topic_score_codex":0.000017459519,"about_ca_topic_score_gemma":0.000025393158,"teacher_disagreement_score":0.9212754,"about_ca_system_score_codex":0.00012172831,"about_ca_system_score_gemma":0.00006721611,"threshold_uncertainty_score":0.49597093},"labels":[],"label_agreement":null},{"id":"W2209948770","doi":"10.1016/j.jedc.2015.10.001","title":"Estimation of correlations in portfolio credit risk models based on noisy security prices","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Econometrics; Estimator; Economics; Credit risk; Portfolio; Bond; Credit default swap; Equity (law); Correlation; Estimation; Credit derivative; Financial economics; Actuarial science; Statistics; Mathematics; Finance","score_opus":0.014061713205156692,"score_gpt":0.21679487811900927,"score_spread":0.20273316491385257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209948770","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":[0.83630174,0.0005240379,0.157326,0.00031478747,0.0005692681,0.00014934715,0.00039518846,0.000004041847,0.004415577],"genre_scores_gemma":[0.9990507,0.00016120929,0.00057216495,0.000016915705,0.00014314924,0.0000038192893,0.000010866601,0.000010426505,0.000030765495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867064,0.000015129602,0.0010046537,0.00014199452,0.00003977267,0.00012783201],"domain_scores_gemma":[0.99815935,0.00013416045,0.0014026552,0.00014217995,0.000058488786,0.000103189566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000920585,0.0001072867,0.0004662777,0.0004442113,0.000039791907,0.000036083842,0.00011264476,0.00009544246,0.000015626683],"category_scores_gemma":[0.00015905114,0.00011743241,0.000114289505,0.00008896334,0.000045900462,0.00036351773,0.000011114255,0.00018642722,0.0000063359735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010297971,0.00008602008,0.092188485,0.000004739297,0.000021438682,0.0000015498294,0.00014807844,0.7323594,1.433002e-7,0.17246787,0.00009793065,0.0025213521],"study_design_scores_gemma":[0.0018585741,0.00016662898,0.056846,0.000017251601,0.000016160462,0.0000033141441,0.000049004604,0.81148076,4.5169415e-7,0.12931351,0.00016142982,0.00008693616],"about_ca_topic_score_codex":0.00026676248,"about_ca_topic_score_gemma":0.00021086916,"teacher_disagreement_score":0.16274893,"about_ca_system_score_codex":0.00024444814,"about_ca_system_score_gemma":0.00012549086,"threshold_uncertainty_score":0.4788755},"labels":[],"label_agreement":null},{"id":"W2414099319","doi":"10.1016/j.jedc.2019.06.001","title":"Debt Hangover in the Aftermath of the Great Recession","year":2018,"lang":"en","type":"preprint","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Agence Nationale de la Recherche","keywords":"Austerity; Economics; Recession; Debt; Consumption (sociology); Fiscal policy; Welfare; Monetary economics; Global recession; Capital (architecture); Government spending; Macroeconomics; Economic policy; Market economy","score_opus":0.014533296552902862,"score_gpt":0.21715349155775918,"score_spread":0.2026201950048563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414099319","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":[0.97666425,0.0016528636,0.00039823755,0.0049504787,0.0019425409,0.0003178707,0.00052108587,0.0000025003912,0.0135502005],"genre_scores_gemma":[0.997972,0.00035437767,0.0000462229,0.0007823072,0.0006642496,0.00000942074,0.0000033227552,0.000021505424,0.00014659615],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978064,0.00006500276,0.0015781508,0.00026763682,0.000036051395,0.0002468019],"domain_scores_gemma":[0.9967476,0.00015096013,0.0025283606,0.00048306296,0.0000288549,0.00006114713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558776,0.00023930465,0.00090961,0.00022346182,0.000068971356,0.00011788567,0.00088365504,0.0002691068,0.00004586467],"category_scores_gemma":[0.00007586433,0.00016448194,0.00039589926,0.000047192556,0.00017818341,0.00017539017,0.000231127,0.000609124,0.000016439248],"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":[0.00062889786,0.00028039273,0.63351643,0.00041181679,0.0008168374,0.000015085116,0.0026809438,0.0022680694,0.000014101498,0.3480417,0.0067795627,0.0045461254],"study_design_scores_gemma":[0.0028447672,0.00018052528,0.26352456,0.0003128499,0.00007821098,0.000083323765,0.0001626962,0.13244832,0.000008467518,0.596847,0.0030967614,0.000412522],"about_ca_topic_score_codex":0.00021832979,"about_ca_topic_score_gemma":0.00035394068,"teacher_disagreement_score":0.3699919,"about_ca_system_score_codex":0.00029524486,"about_ca_system_score_gemma":0.000086484266,"threshold_uncertainty_score":0.6707379},"labels":[],"label_agreement":null},{"id":"W2477479740","doi":"10.1016/j.jedc.2016.07.008","title":"Asset retirement with infinitely repeated alternative replacements: Harvest age and species choice in forestry","year":2016,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Asset (computer security); Productivity; Economics; Value (mathematics); Stochastic game; Microeconomics; Opportunity cost; Tree (set theory); Mathematics; Computer science; Statistics","score_opus":0.008937864752887813,"score_gpt":0.21891183261999805,"score_spread":0.20997396786711023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477479740","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":[0.9883927,0.000027143282,0.00025064233,0.0015485672,0.00006915731,0.00012755349,0.00001793921,0.0000026864793,0.009563587],"genre_scores_gemma":[0.99616116,0.00021973913,0.00012781055,0.00027349155,0.000069386595,0.0000028877969,0.0000013585123,0.000007742743,0.0031363985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926406,0.000030499497,0.00032661218,0.00014160117,0.000083787934,0.0001534267],"domain_scores_gemma":[0.9994073,0.00009777193,0.0003115598,0.000100646655,0.0000071024265,0.00007564026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032365927,0.00010616661,0.00019139296,0.000072204864,0.000032025342,0.00006304455,0.00011050387,0.000026982325,0.00018349073],"category_scores_gemma":[0.000036872872,0.000068170164,0.000024069988,0.000029040464,0.00013874487,0.00041365574,0.000059674083,0.00007168419,0.000012270901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038359017,0.000042031126,0.98886687,0.0000059113504,0.00010666245,0.00009337715,0.0001020207,0.0008001588,0.00013482945,0.003575145,0.0008215898,0.005067838],"study_design_scores_gemma":[0.008634713,0.000925667,0.94472176,0.00014515946,0.00006471132,0.00004537361,0.000093431285,0.021105679,0.000012060316,0.0013382509,0.022641152,0.00027206098],"about_ca_topic_score_codex":0.00027352545,"about_ca_topic_score_gemma":0.0021483658,"teacher_disagreement_score":0.044145104,"about_ca_system_score_codex":0.00025374317,"about_ca_system_score_gemma":0.000009539084,"threshold_uncertainty_score":0.27798986},"labels":[],"label_agreement":null},{"id":"W2551625448","doi":"10.1016/j.jedc.2017.01.018","title":"Dynamics in research joint ventures and R&amp;D collaborations","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Spillover effect; Economics; Microeconomics; Bertrand competition; Competition (biology); Order (exchange); Welfare; Marginal cost; Bertrand paradox (economics); Marginal product; Industrial organization; Production (economics); Product (mathematics); Joint venture; Cournot competition; Oligopoly; Commerce; Market economy","score_opus":0.08928030611515883,"score_gpt":0.31867140573727365,"score_spread":0.22939109962211482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551625448","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":[0.9727455,0.0010616459,0.0017479247,0.014187062,0.0005494542,0.00017120384,0.00022271561,0.0000030929384,0.009311403],"genre_scores_gemma":[0.9983726,0.00056850375,0.00025769635,0.00012586216,0.00014856325,0.0000045288375,0.0000049660525,0.000012259566,0.00050503213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99878865,0.000022264137,0.0007839848,0.00017608973,0.000032055425,0.00019695028],"domain_scores_gemma":[0.9987169,0.00007161623,0.0007846195,0.00024111067,0.00010200545,0.00008377497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018750903,0.00009597043,0.00040995932,0.0004742373,0.00026426645,0.00041295684,0.00020237554,0.00009390075,0.000032198906],"category_scores_gemma":[0.00026622618,0.00010447943,0.000050205894,0.000057708185,0.00015339785,0.0003814716,0.000055836223,0.00031493584,0.000016379427],"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":[0.000038086946,0.000031426556,0.17469977,0.000010378562,0.000040254366,0.000004739169,0.000077373195,0.000068438814,0.000007892327,0.8238196,0.00023101424,0.0009710434],"study_design_scores_gemma":[0.004213441,0.00018765537,0.40987912,0.000049824797,0.000009375207,0.00004805011,0.00045290578,0.284882,0.000002454597,0.29509863,0.0049149306,0.00026160118],"about_ca_topic_score_codex":0.00021982887,"about_ca_topic_score_gemma":0.0035708838,"teacher_disagreement_score":0.528721,"about_ca_system_score_codex":0.00040803684,"about_ca_system_score_gemma":0.000069472,"threshold_uncertainty_score":0.42605478},"labels":[],"label_agreement":null},{"id":"W2556358723","doi":"10.1016/j.jedc.2018.01.014","title":"Evaluation of counterparty risk for derivatives with early-exercise features","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Credit risk; Counterparty; Valuation (finance); Credit valuation adjustment; Computer science; Risk analysis (engineering); Actuarial science; Economics; Medicine; Finance","score_opus":0.013320863737379743,"score_gpt":0.2395284746919048,"score_spread":0.22620761095452507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556358723","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":[0.9552011,0.001244166,0.04163499,0.0001510429,0.00033780228,0.00027313275,0.0004513164,0.0000023248178,0.00070413767],"genre_scores_gemma":[0.9986426,0.0002153175,0.0007112319,0.000008109774,0.0003294448,0.000011090449,0.0000035284013,0.000012269342,0.000066364744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990898,0.000014955988,0.00058959797,0.00013607062,0.000046624773,0.00012297218],"domain_scores_gemma":[0.9981355,0.00008597332,0.0012607727,0.00011772785,0.0003478778,0.00005214777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014974384,0.00009842234,0.00042729496,0.00015703954,0.000112345646,0.000057985275,0.00010043021,0.00006125301,0.00002703652],"category_scores_gemma":[0.00011532796,0.000089021545,0.0001050057,0.000040262934,0.0001557323,0.00022190565,0.000008944003,0.00007692956,0.0000027947576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015976344,0.00016975414,0.63943624,0.000031331554,0.0007975397,6.698469e-7,0.0016070817,0.0034633426,0.000032207234,0.2823567,0.00051519147,0.06999232],"study_design_scores_gemma":[0.004699028,0.00086419284,0.6585183,0.000045306322,0.00025006823,0.00000859479,0.00012206752,0.2678474,0.000027586953,0.06657533,0.0008800907,0.00016201749],"about_ca_topic_score_codex":0.000091213566,"about_ca_topic_score_gemma":0.0004189976,"teacher_disagreement_score":0.26438403,"about_ca_system_score_codex":0.0001255799,"about_ca_system_score_gemma":0.00011230575,"threshold_uncertainty_score":0.36301932},"labels":[],"label_agreement":null},{"id":"W2579976222","doi":"10.1016/j.jedc.2017.01.008","title":"Piecewise closed-loop equilibria in differential games with regime switching strategies","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Differential game; Piecewise; Mathematical economics; Economics; Mathematical optimization; Differential (mechanical device); State variable; Computer science; Mathematics; Control theory (sociology); Control (management); Physics","score_opus":0.026165740877941247,"score_gpt":0.2458502374120807,"score_spread":0.21968449653413946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579976222","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":[0.9874513,0.00061479077,0.0023293234,0.0019598294,0.0005336555,0.00013684154,0.00013670119,0.000006215712,0.0068313195],"genre_scores_gemma":[0.99822706,0.00080901873,0.000113931776,0.00010867127,0.0004677321,0.0000054347142,0.0000035931193,0.000031491618,0.00023306682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982976,0.000012845827,0.0010145985,0.0002862713,0.000022760976,0.00036593777],"domain_scores_gemma":[0.99751455,0.000078519945,0.00185778,0.00038714445,0.000021740056,0.0001402906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056051015,0.00023096109,0.000878325,0.00029014103,0.00017341485,0.00078130077,0.00044414392,0.00012058859,0.00008514811],"category_scores_gemma":[0.00004356273,0.0002277958,0.00014890076,0.00001750184,0.00010746582,0.001166842,0.00007708969,0.00029055792,0.00002262111],"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":[0.0008776717,0.00014571185,0.28218448,0.000076073746,0.00043171775,0.00006108636,0.000620314,0.00096129026,0.00013421352,0.708395,0.000081719176,0.006030701],"study_design_scores_gemma":[0.01429393,0.00064292864,0.23709998,0.00020220257,0.0000806499,0.00021582578,0.0012336877,0.57981426,0.000011778724,0.16447861,0.0009996776,0.00092648424],"about_ca_topic_score_codex":0.0005080408,"about_ca_topic_score_gemma":0.0018465653,"teacher_disagreement_score":0.57885295,"about_ca_system_score_codex":0.000239702,"about_ca_system_score_gemma":0.00007112541,"threshold_uncertainty_score":0.9289243},"labels":[],"label_agreement":null},{"id":"W2759762342","doi":"10.1016/j.jedc.2017.09.004","title":"Innovation, firm size and the Canada-U.S. productivity gap","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Productivity; Subsidy; Economics; Incentive; Benchmark (surveying); Industrial organization; Public economics; Microeconomics; Macroeconomics","score_opus":0.020167025349441335,"score_gpt":0.1975129099334883,"score_spread":0.17734588458404696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759762342","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":[0.96419185,0.0013691889,0.00033886306,0.024503777,0.0011547765,0.00017325299,0.00016652043,0.0000025663426,0.008099171],"genre_scores_gemma":[0.99809206,0.00045294513,0.00006442209,0.0005697088,0.00036792608,0.0000033455274,9.2946107e-7,0.000010963548,0.0004377018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99876106,0.000012160717,0.00082011963,0.00019829762,0.000019893556,0.00018844605],"domain_scores_gemma":[0.9977707,0.00013778196,0.0016455158,0.00032350994,0.000051247018,0.00007120914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012643826,0.00013269228,0.000555912,0.000060678867,0.00033828,0.00032490553,0.0003235662,0.00005688659,0.000025359232],"category_scores_gemma":[0.00039498584,0.000113517766,0.00006781513,0.00002054768,0.00021084577,0.0004143268,0.000055286473,0.00018669838,0.0000043900322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016545375,0.000016881631,0.14112039,0.000011872931,0.00021026348,0.000004113794,0.000048641235,0.00015417168,0.0000021382966,0.85551435,0.00072331936,0.002028405],"study_design_scores_gemma":[0.011056653,0.00011941466,0.58760923,0.000021728,0.000062131585,0.0001881822,0.00015564078,0.06656989,0.0000044373305,0.30493024,0.02883835,0.0004440744],"about_ca_topic_score_codex":0.026722763,"about_ca_topic_score_gemma":0.06467807,"teacher_disagreement_score":0.5505841,"about_ca_system_score_codex":0.0002146154,"about_ca_system_score_gemma":0.00014052655,"threshold_uncertainty_score":0.9797584},"labels":[],"label_agreement":null},{"id":"W2761953470","doi":"10.1016/j.jedc.2017.09.007","title":"Dynamic derivative strategies with stochastic interest rates and model uncertainty","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Economics; Ambiguity; Interest rate; Econometrics; Volatility (finance); Bond; Incomplete markets; Portfolio; Short-rate model; Rendleman–Bartter model; Stochastic volatility; Financial economics; Microeconomics; Monetary economics; Computer science; Finance","score_opus":0.017735964589876165,"score_gpt":0.24655571686515246,"score_spread":0.2288197522752763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761953470","genre_codex":"methods","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":[0.31108767,0.00057492784,0.6863942,0.0011681514,0.000082645114,0.00011076602,0.00014628132,0.0000035378098,0.00043178277],"genre_scores_gemma":[0.99840194,0.00014034258,0.001255016,0.000065418,0.000056307796,0.00001222398,0.0000023713962,0.000015964937,0.000050390852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908113,0.0000021971755,0.00051177497,0.00021458653,0.000016658272,0.00017367238],"domain_scores_gemma":[0.9984026,0.00006849205,0.0011638624,0.0002038881,0.00006259931,0.00009854661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019876714,0.00015601797,0.00048304236,0.00010483864,0.00027182567,0.00037732327,0.0002505309,0.00006299508,0.000004807571],"category_scores_gemma":[0.000055314256,0.00014155681,0.000053439995,0.000016280102,0.00022595552,0.00049142743,0.000046680994,0.00016217597,0.0000040092646],"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":[0.00013337823,0.00002563843,0.0011749394,0.000016562371,0.00011468354,0.0000030032156,0.00011623763,0.016836623,0.000012394732,0.9798953,0.000003908248,0.0016673103],"study_design_scores_gemma":[0.001118507,0.0001406573,0.00597817,0.000026931093,0.000020359857,0.000037496797,0.00018843937,0.6538291,3.0917116e-7,0.33852142,0.000011702327,0.00012692857],"about_ca_topic_score_codex":0.00008322185,"about_ca_topic_score_gemma":0.0006179938,"teacher_disagreement_score":0.6873143,"about_ca_system_score_codex":0.000104211744,"about_ca_system_score_gemma":0.00009786827,"threshold_uncertainty_score":0.577252},"labels":[],"label_agreement":null},{"id":"W2768301016","doi":"10.1016/j.jedc.2017.11.002","title":"Moment matching machine learning methods for risk management of large variable annuity portfolios","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Portfolio; Computer science; Liberian dollar; Valuation (finance); Monte Carlo method; Econometrics; Variable (mathematics); Project portfolio management; Machine learning; Actuarial science; Economics; Artificial intelligence; Mathematical optimization; Mathematics; Finance; Project management; Statistics","score_opus":0.010350257699414469,"score_gpt":0.3418259321824908,"score_spread":0.33147567448307635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768301016","genre_codex":"methods","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":[0.3011706,0.0010604403,0.6758654,0.0007361207,0.001353161,0.000838587,0.00018392992,0.000013668673,0.018778086],"genre_scores_gemma":[0.9682624,0.0028741586,0.028129505,0.000044567736,0.0001752824,0.000011133528,0.000002105744,0.000013414072,0.00048745345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985895,0.00019967963,0.00061467744,0.00016641198,0.00012813372,0.00030160812],"domain_scores_gemma":[0.99759203,0.00012198451,0.0018594739,0.00022266105,0.0000988171,0.00010501309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071552442,0.0001265598,0.00045926624,0.00012588399,0.00087105663,0.00020442331,0.00041553253,0.000059838043,0.000028693239],"category_scores_gemma":[0.0000507872,0.00012110179,0.00021222573,0.00002543236,0.000102287086,0.00033751858,0.00008996637,0.00019009311,6.075944e-7],"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":[0.00021737171,0.00015546769,0.1802659,0.0001236642,0.0014894358,0.000008715678,0.0008537994,0.0032224797,0.000011269618,0.7262779,0.00005820982,0.08731582],"study_design_scores_gemma":[0.0122437,0.00052210916,0.17590566,0.0002335464,0.0016544154,0.000007956465,0.0069435844,0.43174985,0.0000069441826,0.3059398,0.064095676,0.0006967701],"about_ca_topic_score_codex":0.0011869369,"about_ca_topic_score_gemma":0.00085202843,"teacher_disagreement_score":0.6670918,"about_ca_system_score_codex":0.00015898197,"about_ca_system_score_gemma":0.000050566898,"threshold_uncertainty_score":0.66995513},"labels":[],"label_agreement":null},{"id":"W2887027540","doi":"10.1016/j.jedc.2019.01.007","title":"Optimal pricing and advertising policies for a one-time entertainment event","year":2019,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamic pricing; Economics; Constant (computer programming); Microeconomics; Event (particle physics); Time horizon; Market price; Limit price; Advertising; Econometrics; Price level; Business; Monetary economics; Computer science","score_opus":0.005186223265010707,"score_gpt":0.21234483069291882,"score_spread":0.20715860742790812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887027540","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":[0.99501103,0.00024546476,0.0028718247,0.0008490101,0.00025636808,0.00024807837,0.000004782988,0.0000057589477,0.0005076978],"genre_scores_gemma":[0.9988814,0.000034438566,0.00017832372,0.000378978,0.00031499093,0.000002984162,0.0000016322252,0.000014348995,0.0001928918],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926347,0.000005697825,0.00038176274,0.00011812965,0.00005580774,0.00017513851],"domain_scores_gemma":[0.99937546,0.00009320768,0.00039394796,0.00006904974,0.00004805018,0.000020311327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003968453,0.00011469308,0.0003141546,0.00016292026,0.000074409545,0.00022927363,0.00008305418,0.000033163902,0.00004200133],"category_scores_gemma":[0.000015060735,0.00010655287,0.00009507793,0.000020908075,0.00001829328,0.0004648163,0.000052721152,0.000076641016,0.0000052983287],"study_design_candidate":"simulation_or_modeling","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":[0.0017930856,0.00017520796,0.7863074,0.0005259288,0.0007594939,0.0000108395525,0.00033319343,0.005865912,0.007633176,0.017332783,0.00019472219,0.17906825],"study_design_scores_gemma":[0.0054548234,0.00012045973,0.08708321,0.00020386316,0.00041722626,0.00003806202,0.00036046313,0.90276724,0.000010214625,0.0008052965,0.002438815,0.0003003315],"about_ca_topic_score_codex":0.000079916936,"about_ca_topic_score_gemma":0.000030270121,"teacher_disagreement_score":0.8969013,"about_ca_system_score_codex":0.00007004062,"about_ca_system_score_gemma":0.000020586971,"threshold_uncertainty_score":0.43451},"labels":[],"label_agreement":null},{"id":"W2891525693","doi":"10.1016/j.jedc.2018.09.001","title":"Investment and uncertainty with time to build: Evidence from entry into U.S. copper mining","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":false,"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","keywords":"Investment (military); Construct (python library); Economics; Econometrics; Investment decisions; Copper mine; Microeconomics; Copper; Computer science; Production (economics)","score_opus":0.008700714731392322,"score_gpt":0.2066890804192722,"score_spread":0.19798836568787986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891525693","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":[0.9878414,0.007610114,0.0007746269,0.0025330873,0.00016176281,0.000119857235,0.00006830861,0.0000048479956,0.0008859854],"genre_scores_gemma":[0.99458987,0.001283506,0.0016815098,0.0013401689,0.0003791205,0.0000041544777,0.0000037642849,0.000016192433,0.00070174487],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988416,0.00001539761,0.00064301584,0.00027811594,0.00003327252,0.00018861397],"domain_scores_gemma":[0.99887323,0.00012092866,0.0005591078,0.00016387278,0.000049096514,0.0002337444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004205257,0.00016620016,0.0005714089,0.00022766065,0.00010079885,0.00016578149,0.00015233495,0.000064282285,0.00023554648],"category_scores_gemma":[0.000040022755,0.00014388676,0.00008728542,0.000060094397,0.00013784885,0.00032139788,0.000050465605,0.000095516865,0.00012912558],"study_design_candidate":"simulation_or_modeling","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":[0.0031629906,0.00036307398,0.65978783,0.000071387156,0.0054942584,0.000081506965,0.008847424,0.0064742495,0.0009408217,0.28136933,0.013678854,0.019728271],"study_design_scores_gemma":[0.006019291,0.002988164,0.04078379,0.00036465251,0.00039789095,0.00006966263,0.0008372766,0.87783796,0.000050082937,0.05798949,0.011660889,0.0010008701],"about_ca_topic_score_codex":0.000537336,"about_ca_topic_score_gemma":0.000556505,"teacher_disagreement_score":0.8713637,"about_ca_system_score_codex":0.00023074396,"about_ca_system_score_gemma":0.000043871234,"threshold_uncertainty_score":0.58675313},"labels":[],"label_agreement":null},{"id":"W2923038366","doi":"10.1016/j.jedc.2021.104171","title":"Entrepreneurial incentives and the role of initial coin offerings","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"Purdue University","keywords":"Incentive; Venture capital; Debt; Economics; Debt financing; Finance; Entrepreneurial finance; Business; Microeconomics; Monetary economics","score_opus":0.0034577626934567582,"score_gpt":0.19641073386713115,"score_spread":0.19295297117367438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923038366","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":[0.99515396,0.0010561777,0.00025701235,0.0013861433,0.00042795762,0.000056029683,0.0000065243653,0.0000022135125,0.0016539568],"genre_scores_gemma":[0.9985871,0.00017018213,0.000010984218,0.00029943272,0.00090545625,6.5189494e-7,0.0000020069465,0.0000050787826,0.000019107632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946827,0.00001431083,0.00030650804,0.00007629134,0.000048521066,0.00008610178],"domain_scores_gemma":[0.9993666,0.00008722752,0.0004065903,0.00006255235,0.00006596903,0.000011074846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088945,0.00007162766,0.00026329348,0.00004894078,0.00004967613,0.00014081415,0.000094940326,0.00003158987,0.00003576671],"category_scores_gemma":[0.00006482713,0.000052533112,0.00008774496,0.0000209191,0.00011094172,0.00035459647,0.00010025251,0.000097639124,0.000001439085],"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":[0.0023286066,0.00012770275,0.048949454,0.0000896963,0.00054661336,0.00004313508,0.00029512853,0.00018120263,0.0024868648,0.9063982,0.000113208116,0.03844023],"study_design_scores_gemma":[0.048925947,0.00016296771,0.04929664,0.0002362505,0.0010724174,0.0003122988,0.004508921,0.5063725,0.0007578578,0.36599812,0.021698432,0.0006576591],"about_ca_topic_score_codex":0.000027970304,"about_ca_topic_score_gemma":0.000044622848,"teacher_disagreement_score":0.5404,"about_ca_system_score_codex":0.00001464987,"about_ca_system_score_gemma":0.000029930075,"threshold_uncertainty_score":0.21422382},"labels":[],"label_agreement":null},{"id":"W2950285971","doi":"10.1016/j.jedc.2008.09.004","title":"Valuation of mortality risk via the instantaneous Sharpe ratio: Applications to life annuities","year":2008,"lang":"en","type":"preprint","venue":"Journal of Economic Dynamics and Control","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sharpe ratio; Valuation (finance); Martingale (probability theory); Life annuity; Actuarial science; Economics; Annuity; Econometrics; Mathematics; Mathematical economics; Upper and lower bounds; Statistics; Financial economics; Portfolio; Finance; Pension","score_opus":0.023402557484545054,"score_gpt":0.29358891589756625,"score_spread":0.2701863584130212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950285971","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":[0.90017664,0.0009896191,0.088916965,0.001977112,0.0011026507,0.0018481478,0.00065882,0.000015306328,0.0043147085],"genre_scores_gemma":[0.9923768,0.0064344625,0.00017302381,0.00023824512,0.00061131263,0.00006669025,0.000009204154,0.000013441482,0.00007680326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978807,0.00031713213,0.0010447953,0.00022880123,0.000325257,0.00020330436],"domain_scores_gemma":[0.9970319,0.00021072476,0.0019265639,0.0003546842,0.0003291288,0.00014694425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024380703,0.00018374728,0.0005574078,0.00019118201,0.00040675062,0.00015190536,0.00055595505,0.00014554839,0.000018042674],"category_scores_gemma":[0.00010448931,0.0001572124,0.00028601498,0.00007715382,0.00032543842,0.00013719106,0.000112283844,0.00039366746,0.0000033493056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044966387,0.00047754907,0.33916497,0.0002537911,0.0047012586,0.000023116672,0.01780703,0.3100913,0.000017163751,0.2451021,0.0013758959,0.08053619],"study_design_scores_gemma":[0.0026312696,0.00035758846,0.40853852,0.00015741559,0.001984476,0.00002618514,0.008494274,0.39282438,0.0000033252093,0.17341828,0.01056856,0.0009957224],"about_ca_topic_score_codex":0.0029871631,"about_ca_topic_score_gemma":0.010221413,"teacher_disagreement_score":0.092200145,"about_ca_system_score_codex":0.0003078183,"about_ca_system_score_gemma":0.00053402584,"threshold_uncertainty_score":0.64109355},"labels":[],"label_agreement":null},{"id":"W2968070339","doi":"10.1016/j.jedc.2019.103730","title":"When speculators meet suppliers: Positive versus negative feedback in experimental housing markets","year":2019,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Economics; Speculation; Negative feedback; Monetary economics; Asset (computer security); Demand shock; Microeconomics; Price elasticity of supply; Positive feedback; Stock (firearms); Supply and demand; Stock market; Price elasticity of demand; Finance","score_opus":0.007914575105081938,"score_gpt":0.20311673604842626,"score_spread":0.1952021609433443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968070339","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":[0.9613086,0.00042134087,0.00027966252,0.00045934418,0.0016652689,0.00023484412,0.000069524445,0.0000060019725,0.03555541],"genre_scores_gemma":[0.9988514,0.00017878728,0.00044744636,0.00013319505,0.00021950957,0.0000028149277,0.0000041861445,0.00003871848,0.00012391534],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982006,0.00003028295,0.0010593111,0.00033034073,0.00002905255,0.00035041495],"domain_scores_gemma":[0.9985106,0.00020399003,0.00093375304,0.0001858207,0.000023232576,0.00014259401],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077796413,0.0002372348,0.0008376967,0.00037648584,0.000054727778,0.00017770949,0.0002194797,0.00013617182,0.00035391675],"category_scores_gemma":[0.000032086984,0.00028054838,0.00020113378,0.000047479174,0.00007348465,0.00058761676,0.00005643655,0.0002242217,0.00008473287],"study_design_candidate":"observational","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":[0.010262146,0.00056859886,0.6511421,0.000071157374,0.0015954726,0.00008391129,0.0038575726,0.008447998,0.0002561898,0.314562,0.0007834709,0.008369366],"study_design_scores_gemma":[0.05657976,0.001818664,0.11431182,0.00024097192,0.000107479274,0.00012272196,0.0063079316,0.74441046,0.00029800227,0.07129154,0.0023577304,0.0021529251],"about_ca_topic_score_codex":0.00015281457,"about_ca_topic_score_gemma":0.00023839815,"teacher_disagreement_score":0.73596245,"about_ca_system_score_codex":0.0010359122,"about_ca_system_score_gemma":0.00006677135,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W2980114169","doi":"10.1016/j.jedc.2019.103775","title":"Are sunspots learnable? An experimental investigation in a simple macroeconomic model","year":2019,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Burnaby Hospital; Bank of Canada; Simon Fraser University","funders":"Bank of Canada","keywords":"Simple (philosophy); Economics; Sunspot; Mathematical economics; Econometrics; Keynesian economics; Macroeconomic model; Physics; Applied mathematics; Mathematics","score_opus":0.014562678196224674,"score_gpt":0.21639005683456344,"score_spread":0.20182737863833877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980114169","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":[0.99515015,0.0007470459,0.0012673081,0.00035957823,0.00043129243,0.00022127421,0.00014978109,0.000007507734,0.0016660391],"genre_scores_gemma":[0.99860376,0.00010753116,0.00022648055,0.0004150986,0.00014105963,0.000007451481,0.000007958939,0.000035973935,0.00045467814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99808264,0.000021622061,0.0012222498,0.00034900577,0.00001797505,0.00030648577],"domain_scores_gemma":[0.9979194,0.00004649039,0.0015806359,0.0002525721,0.000021088927,0.00017981614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008534087,0.00020608977,0.0008057957,0.00032473047,0.00004908521,0.00013442496,0.00026174495,0.00012851544,0.00017901658],"category_scores_gemma":[0.000014623696,0.00024440247,0.00014410751,0.000031285606,0.0000615793,0.0009879183,0.00004110933,0.00023101034,0.00007341198],"study_design_candidate":"simulation_or_modeling","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":[0.0002397734,0.00008519742,0.32023457,0.000020142197,0.00008227489,0.0000063623384,0.00043670725,0.17358935,0.00020004433,0.5047701,0.000051692266,0.00028379314],"study_design_scores_gemma":[0.0033810122,0.00017987435,0.010877817,0.000015966,0.000007010255,0.000025623762,0.00065610115,0.85533774,0.000028088567,0.12903294,0.00018725569,0.0002705694],"about_ca_topic_score_codex":0.00014533756,"about_ca_topic_score_gemma":0.00036101617,"teacher_disagreement_score":0.6817484,"about_ca_system_score_codex":0.0005672738,"about_ca_system_score_gemma":0.000066595596,"threshold_uncertainty_score":0.9966444},"labels":[],"label_agreement":null},{"id":"W3003309058","doi":"10.1016/j.jedc.2020.103854","title":"Labor earnings dynamics in a developing economy with a large informal sector","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Earnings; Informal sector; Economics; Downside risk; Panel data; Labour economics; Developing country; Market economy; Economic growth; Financial economics; Finance; Econometrics","score_opus":0.011449487868542612,"score_gpt":0.19509430875538075,"score_spread":0.18364482088683814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003309058","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":[0.92317426,0.0007880083,0.050120953,0.014685768,0.00022674954,0.00022073739,0.000212789,0.00001488701,0.010555832],"genre_scores_gemma":[0.9965646,0.00020078402,0.00062659977,0.0023389265,0.00014333967,0.0000070627275,0.000004290849,0.000017091244,0.00009727483],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986754,0.0000096003605,0.0008546966,0.00018619052,0.000019293908,0.00025480104],"domain_scores_gemma":[0.9986728,0.00004688325,0.001042158,0.00007665677,0.000047161164,0.00011435723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031795425,0.00015965548,0.0006099765,0.00018245658,0.00006917865,0.000103730024,0.00016422666,0.00005874878,0.00005537124],"category_scores_gemma":[0.00004142104,0.00015996181,0.0000795064,0.00009521738,0.00003798887,0.00045686026,0.000039728526,0.00023245231,0.000031402415],"study_design_candidate":"observational","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":[0.00017029475,0.000017337425,0.6215061,0.000030067158,0.00013260395,0.0000094344505,0.0005099812,0.000760601,3.4247398e-7,0.37640685,0.000048867976,0.00040754856],"study_design_scores_gemma":[0.008935236,0.00051284174,0.24900784,0.00006517544,0.000020602367,0.000052310657,0.001955998,0.7059804,0.0000013804637,0.0057141804,0.027232723,0.00052130764],"about_ca_topic_score_codex":0.000028719114,"about_ca_topic_score_gemma":0.00072325615,"teacher_disagreement_score":0.7052198,"about_ca_system_score_codex":0.00034252717,"about_ca_system_score_gemma":0.000097587574,"threshold_uncertainty_score":0.6523053},"labels":[],"label_agreement":null},{"id":"W3021765660","doi":"10.1016/s0165-1889(99)00051-2","title":"Temporal aggregation in a multi-sector economy with endogenous growth","year":2001,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Economics; Discretization; Endogenous growth theory; Consistency (knowledge bases); Stock (firearms); Term (time); Econometrics; Mathematical economics; Growth model; Property (philosophy); Mathematics; Mathematical analysis; Physics; Market economy","score_opus":0.02303229981826606,"score_gpt":0.19495926825295112,"score_spread":0.17192696843468505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021765660","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":[0.95682645,0.0018625319,0.03166291,0.0008859561,0.00036986114,0.00027330575,0.00009737984,0.0000092863465,0.0080123115],"genre_scores_gemma":[0.99792176,0.0006708375,0.0007018678,0.00021413802,0.0001883916,0.00001019659,0.0000050900503,0.000030141568,0.00025758438],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982926,0.000017182718,0.0011065177,0.00027437453,0.000013740401,0.00029558764],"domain_scores_gemma":[0.9985141,0.0000726607,0.0010717523,0.00016430982,0.000040659797,0.00013650564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006864033,0.00019950324,0.00072252215,0.00035504473,0.000059498216,0.000118259035,0.00020034266,0.00009788094,0.00009265163],"category_scores_gemma":[0.00002089948,0.00020145535,0.0001270254,0.000052988446,0.00007037805,0.00056755485,0.00002196703,0.00020160839,0.000024841524],"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":[0.00045732502,0.00013192676,0.5157815,0.000020436859,0.00021366857,0.00006681414,0.00029721428,0.0025103642,0.000007088933,0.47875208,0.000018077479,0.0017434891],"study_design_scores_gemma":[0.0279177,0.0013697318,0.034236304,0.00011357196,0.000068706315,0.0016835616,0.00078253215,0.6911959,0.000021087957,0.23406823,0.0073146354,0.0012280346],"about_ca_topic_score_codex":0.00042130612,"about_ca_topic_score_gemma":0.001213067,"teacher_disagreement_score":0.68868554,"about_ca_system_score_codex":0.00042593948,"about_ca_system_score_gemma":0.00007606204,"threshold_uncertainty_score":0.82151103},"labels":[],"label_agreement":null},{"id":"W3022065759","doi":"10.1016/j.jedc.2015.02.008","title":"Keeping your options open","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Incentive; Order (exchange); Risk analysis (engineering); Economics; Option value; Value (mathematics); Opportunity cost; Idle; Decision maker; Operations research; Cost–benefit analysis; Computer science; Operations management; Business; Microeconomics; Environmental economics; Management science; Engineering; Finance","score_opus":0.1262972741482223,"score_gpt":0.4009891145652319,"score_spread":0.27469184041700956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022065759","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":[0.53999823,0.00045364557,0.41361457,0.016925497,0.0014110953,0.00031120647,0.000075900876,0.000009099713,0.027200753],"genre_scores_gemma":[0.9969813,0.000022032535,0.00071573,0.00032159354,0.00022581678,0.0000029983134,4.916051e-7,0.0000040245627,0.0017259661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999055,0.000071276874,0.0005728289,0.000111546164,0.00010728497,0.000082009174],"domain_scores_gemma":[0.9986742,0.00024455262,0.0005713414,0.00016617516,0.00017090979,0.00017282134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002985964,0.00005512887,0.00023241887,0.000108561944,0.00010411688,0.00039420556,0.0005452888,0.000031024556,0.00007544123],"category_scores_gemma":[0.00025222218,0.00004233839,0.00006819722,0.00005644035,0.000050055096,0.0005224391,0.0000717981,0.000094772644,0.000073830786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014767935,0.000054257936,0.0043162457,5.3558114e-7,0.00007445756,0.0000034031282,0.00022536641,0.01375154,0.00004882337,0.9272425,0.0032219887,0.0509132],"study_design_scores_gemma":[0.0022045067,0.00012055847,0.0021580728,0.0000067546016,0.000032913023,0.00019052305,0.0027184149,0.23819944,0.0000046671516,0.72912073,0.025132908,0.000110521265],"about_ca_topic_score_codex":0.000009339149,"about_ca_topic_score_gemma":0.000031688487,"teacher_disagreement_score":0.45698312,"about_ca_system_score_codex":0.000078982375,"about_ca_system_score_gemma":0.00013859618,"threshold_uncertainty_score":0.38013333},"labels":[],"label_agreement":null},{"id":"W3080608472","doi":"10.1016/j.jedc.2020.104048","title":"Investment rules and time invariance under population growth","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":7,"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":"Economics; Population; Capital (architecture); Per capita; Investment (military); Microeconomics; Capital accumulation; Capital deepening; Capital good; Econometrics; Capital formation; Financial capital; Public good; Profit (economics)","score_opus":0.004466344920883339,"score_gpt":0.17453366418553395,"score_spread":0.17006731926465063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080608472","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":[0.99317515,0.00006019573,0.0004979781,0.004510878,0.00003366329,0.00007327742,0.000005369352,0.0000029982002,0.0016404943],"genre_scores_gemma":[0.9965754,0.00008530136,0.0003333879,0.0027734058,0.00006776329,0.0000010280834,0.0000028018253,0.000006726185,0.000154148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995,0.000016712718,0.00022138895,0.000101496655,0.00005284469,0.000107577995],"domain_scores_gemma":[0.9996509,0.000021748796,0.00015920406,0.000031961234,0.0000018190123,0.00013435916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011743924,0.00008039334,0.00015222383,0.000018785102,0.00004914297,0.0000380127,0.00006380993,0.000029817793,0.00016011109],"category_scores_gemma":[0.000009564339,0.00007232924,0.000024805171,0.000015829453,0.0000553139,0.0002492763,0.00005379444,0.00006085114,0.00004129795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041413013,0.00009336044,0.89357895,0.000042111824,0.0002740667,0.00004364484,0.00096249784,0.01587818,0.0021284006,0.063316956,0.0023198249,0.020947855],"study_design_scores_gemma":[0.0018250721,0.00017096984,0.7596261,0.000007630922,0.00004022935,0.000040834424,0.0001896908,0.20276423,0.000011422371,0.0347921,0.00033950573,0.00019221379],"about_ca_topic_score_codex":0.00008373875,"about_ca_topic_score_gemma":0.00001102908,"teacher_disagreement_score":0.18688606,"about_ca_system_score_codex":0.00023687725,"about_ca_system_score_gemma":0.000008355579,"threshold_uncertainty_score":0.2949501},"labels":[],"label_agreement":null},{"id":"W3088357867","doi":"10.1016/j.jedc.2020.103997","title":"The extensive margin and US aggregate fluctuations: A quantitative assessment","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Carleton University","funders":"Universidad Pública de Navarra","keywords":"Stylized fact; Economics; Business cycle; Dynamic stochastic general equilibrium; Margin (machine learning); Monetary economics; Dividend; Recession; Productivity; Risk premium; Econometrics; Monetary policy; Macroeconomics; Finance","score_opus":0.033301376912235434,"score_gpt":0.2500783946903457,"score_spread":0.21677701777811026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088357867","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":[0.9505787,0.0067620585,0.012760508,0.027202189,0.00045178237,0.00024612466,0.0002884504,0.000006314616,0.0017038803],"genre_scores_gemma":[0.9942557,0.003112849,0.00068404275,0.0016022827,0.00021628175,0.0000045696725,0.0000026587293,0.000015089425,0.00010651352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865216,0.000029379431,0.00087603997,0.00020277467,0.000018790044,0.00022087918],"domain_scores_gemma":[0.9983409,0.0002971406,0.0010277986,0.00011890489,0.00002439655,0.00019083175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069077895,0.00015099175,0.00051591726,0.00008708001,0.00019154784,0.00021523278,0.0001592267,0.000055052817,0.000042711974],"category_scores_gemma":[0.00012872914,0.00013001641,0.000120448065,0.00003005711,0.00011665287,0.0003431143,0.000035374636,0.0002112949,0.00003148283],"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":[0.00046288068,0.00003897028,0.05087587,0.000032304783,0.0011305679,0.000021125505,0.0010798507,0.010488736,0.00003776582,0.92476904,0.001234558,0.009828325],"study_design_scores_gemma":[0.0020467069,0.00037892428,0.0472479,0.000011451689,0.00003417679,0.000055086755,0.00038478686,0.90537083,0.000001180219,0.038442396,0.005845789,0.00018076655],"about_ca_topic_score_codex":0.00009212689,"about_ca_topic_score_gemma":0.00006594999,"teacher_disagreement_score":0.8948821,"about_ca_system_score_codex":0.00012984271,"about_ca_system_score_gemma":0.00004296145,"threshold_uncertainty_score":0.53019154},"labels":[],"label_agreement":null},{"id":"W3103750411","doi":"10.1016/s0165-1889(03)00095-2","title":"Altruism, intergenerational transfers of time and bequests","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Altruism (biology); Overlapping generations model; Function (biology); Constraint (computer-aided design); Production (economics); Microeconomics; Capital (architecture); Labour economics; Mathematical economics; Mathematics; Psychology; Social psychology","score_opus":0.008109781959787551,"score_gpt":0.18847728302951608,"score_spread":0.18036750106972854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103750411","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":[0.98259103,0.0010695097,0.0033078676,0.00092709844,0.00037943537,0.0000853446,0.00026195656,0.0000028250524,0.0113749355],"genre_scores_gemma":[0.99900216,0.00023967639,0.00023854816,0.0002039042,0.00013131928,0.000001425206,0.0000027933688,0.000013213115,0.00016698134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987447,0.000018470935,0.00091725774,0.00015228149,0.000013775667,0.0001535099],"domain_scores_gemma":[0.99919343,0.0000745418,0.00051046896,0.000088068824,0.000020254689,0.0001132095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061257277,0.00012066976,0.00053621555,0.00018545976,0.000039950406,0.000039264763,0.000093160175,0.00007910739,0.00011100051],"category_scores_gemma":[0.000041312105,0.00013083096,0.00012206026,0.000021410466,0.000087536726,0.00024172424,0.0000085656775,0.00011405969,0.000015943055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073506664,0.000047148682,0.035207067,0.000020646701,0.00024772063,0.000002023117,0.00015190075,0.00053819775,0.000119314114,0.96241933,0.00023012444,0.00094301783],"study_design_scores_gemma":[0.009135626,0.0011540818,0.032206208,0.000056519948,0.00009456632,0.00034165935,0.00013363243,0.3241099,0.0002363317,0.62767947,0.0041318308,0.00072014314],"about_ca_topic_score_codex":0.00002369765,"about_ca_topic_score_gemma":0.000030121717,"teacher_disagreement_score":0.33473983,"about_ca_system_score_codex":0.000087628454,"about_ca_system_score_gemma":0.000038751245,"threshold_uncertainty_score":0.5335132},"labels":[],"label_agreement":null},{"id":"W3122010017","doi":"10.1016/s0165-1889(01)00047-1","title":"Stochastic dominance bounds on derivatives prices in a multiperiod economy with proportional transaction costs","year":2002,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reservation; Stochastic dominance; Upper and lower bounds; Economics; Transaction cost; Dominance (genetics); Volatility (finance); Reservation price; Mathematical economics; Microeconomics; Econometrics; Mathematics; Computer science","score_opus":0.009202426785106608,"score_gpt":0.1883251388292293,"score_spread":0.1791227120441227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122010017","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":[0.9251395,0.0010753814,0.06633696,0.0014027841,0.00032203575,0.00031245148,0.00010593777,0.0000070255164,0.005297951],"genre_scores_gemma":[0.9988032,0.00021283841,0.00039954644,0.00017793059,0.00014428236,0.00002165009,0.0000022351269,0.00002341022,0.00021491069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984276,0.0000110079945,0.0009915293,0.00029545088,0.000020476855,0.00025389637],"domain_scores_gemma":[0.9985553,0.0001095754,0.001058903,0.00014240245,0.000030633382,0.000103169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452781,0.00020421353,0.00065476727,0.00029871613,0.00008323515,0.0001232973,0.00015308248,0.000085215754,0.00014460954],"category_scores_gemma":[0.000018488276,0.00019876272,0.00010956205,0.000045293164,0.00011635342,0.0005853755,0.000008395285,0.00022992062,0.000022388225],"study_design_candidate":"simulation_or_modeling","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":[0.0010331676,0.00034660945,0.017213318,0.000035830788,0.0003239206,0.00001995276,0.0009088303,0.05235094,0.000010606467,0.9191135,0.00004125465,0.008602064],"study_design_scores_gemma":[0.010954265,0.0012328515,0.015046847,0.00012385586,0.000030313504,0.00017116171,0.0004946579,0.92868495,0.000007899511,0.041138157,0.0015251318,0.0005898947],"about_ca_topic_score_codex":0.000047179306,"about_ca_topic_score_gemma":0.00023359255,"teacher_disagreement_score":0.87797534,"about_ca_system_score_codex":0.00056574366,"about_ca_system_score_gemma":0.000036844856,"threshold_uncertainty_score":0.81053084},"labels":[],"label_agreement":null},{"id":"W3122168817","doi":"10.1016/j.jedc.2012.05.010","title":"A method for solving general equilibrium models with incomplete markets and many financial assets","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incomplete markets; General equilibrium theory; Financial market; Economics; Portfolio; Complete market; Asset (computer security); Investment (military); Production (economics); Econometrics; Mathematical optimization; Mathematical economics; Computer science; Microeconomics; Mathematics; Finance","score_opus":0.015636314376481494,"score_gpt":0.22601896600507285,"score_spread":0.21038265162859135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122168817","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":[0.5386465,0.0020923044,0.45648113,0.00059815845,0.00045216113,0.00022365054,0.0003074385,0.0000056467316,0.0011929867],"genre_scores_gemma":[0.9741209,0.0002105852,0.024297899,0.0003086692,0.0007150843,0.000016421902,0.0000048730994,0.00003825548,0.00028730114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998367,0.00001810457,0.0009016699,0.0002529009,0.000019064679,0.00044122603],"domain_scores_gemma":[0.9984201,0.00019745772,0.0009537407,0.00015853597,0.000039331208,0.00023081491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016972837,0.00022130084,0.0008495184,0.00018412214,0.00009874622,0.00013471299,0.00016301239,0.00011450952,0.000023245337],"category_scores_gemma":[0.00002717243,0.00021793645,0.00015590852,0.000022266411,0.000061187646,0.00088879693,0.00005726283,0.0001601958,0.0000024671901],"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":[0.0004716011,0.00003700539,0.010156166,0.000035187662,0.00021229849,0.0000016479413,0.00016046914,0.0033015239,0.000032509273,0.9818014,0.00014559839,0.0036445989],"study_design_scores_gemma":[0.0034065263,0.00022139736,0.0040933117,0.000018609093,0.00005117997,0.00014368293,0.00004434377,0.81271744,0.0000049874243,0.17704237,0.0019660515,0.00029010436],"about_ca_topic_score_codex":0.00004588103,"about_ca_topic_score_gemma":0.000032332675,"teacher_disagreement_score":0.80941594,"about_ca_system_score_codex":0.00017964434,"about_ca_system_score_gemma":0.000058328533,"threshold_uncertainty_score":0.8887191},"labels":[],"label_agreement":null},{"id":"W3123551409","doi":"10.1016/j.jedc.2010.01.007","title":"Age effects, leverage and firm growth","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":172,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Leverage (statistics); Economics; Monetary economics; Financial economics","score_opus":0.005356035666422842,"score_gpt":0.1852415935228788,"score_spread":0.17988555785645596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123551409","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":[0.98647153,0.00070329773,0.0038716667,0.0021528585,0.0012462694,0.00011493942,0.00006692255,0.000006974938,0.0053655165],"genre_scores_gemma":[0.9980059,0.00032497864,0.00040795092,0.000610865,0.00028248908,0.000002382822,0.0000026428531,0.00001599742,0.0003467607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989915,0.000008234686,0.00065118837,0.00016846751,0.000018108252,0.00016248846],"domain_scores_gemma":[0.9990522,0.00010670492,0.00058133085,0.000115102375,0.00003383228,0.00011078574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005936689,0.00012830003,0.00044873226,0.00022629583,0.000070204485,0.00013337229,0.0001287474,0.00010279166,0.000054910695],"category_scores_gemma":[0.00008430287,0.00013236725,0.00008591414,0.00004245076,0.000072913674,0.0002654293,0.0000251192,0.00030759303,0.000021040978],"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":[0.000038506303,0.000032562257,0.06629579,0.000028171498,0.000104920065,0.000020449439,0.0000682414,0.000008470194,0.00016265891,0.930235,0.00030226886,0.0027029451],"study_design_scores_gemma":[0.011282159,0.0006082365,0.48117825,0.000037908143,0.000060083934,0.00042127786,0.00006550903,0.13716388,0.00006203902,0.34400168,0.024334203,0.0007847553],"about_ca_topic_score_codex":0.000044418895,"about_ca_topic_score_gemma":0.00008757517,"teacher_disagreement_score":0.5862333,"about_ca_system_score_codex":0.000048482856,"about_ca_system_score_gemma":0.000021668395,"threshold_uncertainty_score":0.53977793},"labels":[],"label_agreement":null},{"id":"W3123568100","doi":"10.1016/j.jedc.2018.09.005","title":"Firing costs, misallocation, and aggregate productivity","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Total factor productivity; Economics; Productivity; Aggregate (composite); General equilibrium theory; Econometrics; Microeconomics; Macroeconomics","score_opus":0.009273936055637462,"score_gpt":0.20461838129066623,"score_spread":0.19534444523502878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123568100","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":[0.9789532,0.0019891423,0.009411003,0.004790041,0.0007298478,0.00011475174,0.00004763382,0.0000071474756,0.0039572623],"genre_scores_gemma":[0.99839157,0.0001852001,0.00028431838,0.00030988295,0.00046997776,0.0000016687998,0.0000015929032,0.000011349681,0.00034441502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990825,0.000009214663,0.00058918766,0.00017293321,0.000015785456,0.00013037985],"domain_scores_gemma":[0.99901205,0.00003582116,0.0006858338,0.00011468508,0.00008134746,0.00007025245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007131306,0.00009525855,0.00031073365,0.0001758963,0.00008612763,0.00009689535,0.00009010159,0.00005093979,0.000034997855],"category_scores_gemma":[0.00007864274,0.00010161816,0.00004308912,0.000052097384,0.00010742688,0.00030551924,0.00002059945,0.00010895943,0.000029949537],"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":[0.00011945792,0.00005609675,0.23394042,0.000025783642,0.00020032423,0.0000028433892,0.00019415657,0.000029859966,0.00010145206,0.7247295,0.0005950863,0.040005013],"study_design_scores_gemma":[0.007964065,0.0008900957,0.35651177,0.00009343551,0.00005423363,0.0003234019,0.00014755606,0.3602659,0.00015032037,0.23332848,0.0394936,0.00077712646],"about_ca_topic_score_codex":0.00002767158,"about_ca_topic_score_gemma":0.000100151185,"teacher_disagreement_score":0.49140105,"about_ca_system_score_codex":0.00013702287,"about_ca_system_score_gemma":0.000028181934,"threshold_uncertainty_score":0.41438684},"labels":[],"label_agreement":null},{"id":"W3124772971","doi":"10.1016/j.jedc.2008.12.001","title":"Why does overnight liquidity cost more than intraday liquidity?","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University College Dublin; University of Reading; Ryerson University","keywords":"Market liquidity; Payment; Monetary economics; Liquidity crisis; Accounting liquidity; Incentive; Economics; Liquidity risk; Liquidity trap; Friedman rule; Differential (mechanical device); Business; Microeconomics; Finance; Monetary policy","score_opus":0.008497013497026711,"score_gpt":0.2058500632378346,"score_spread":0.1973530497408079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124772971","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":[0.9488853,0.0019575881,0.024647407,0.016569225,0.0026396553,0.000432734,0.00073775137,0.000023625502,0.004106699],"genre_scores_gemma":[0.99426615,0.0012088836,0.00019904086,0.0026263604,0.0010354888,0.000005605987,0.000008212712,0.000027226493,0.0006230285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977762,0.000025221161,0.0014008313,0.0003598251,0.000034137072,0.0004037564],"domain_scores_gemma":[0.9978302,0.00011501177,0.0013953651,0.00033784952,0.00005077437,0.0002707825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010428005,0.0002861008,0.0009965228,0.00022965512,0.00013349799,0.0002122331,0.00038888628,0.00017815949,0.00021407536],"category_scores_gemma":[0.00005523095,0.00025942913,0.0003327093,0.00003716071,0.000109331064,0.0006866991,0.00004222835,0.00032373864,0.000024407846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007169221,0.00020672225,0.009438252,0.000026126145,0.00043985303,0.00003120718,0.0004797959,0.0038350774,0.000055246648,0.97671795,0.0038743538,0.0041784756],"study_design_scores_gemma":[0.008742697,0.0015226236,0.012131246,0.000094726536,0.00012482736,0.00025115252,0.0004714307,0.35883284,0.00009070326,0.4968207,0.11961749,0.0012995704],"about_ca_topic_score_codex":0.00011705417,"about_ca_topic_score_gemma":0.00017578203,"teacher_disagreement_score":0.47989726,"about_ca_system_score_codex":0.00041370862,"about_ca_system_score_gemma":0.00006594696,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W3124951074","doi":"10.1016/j.jedc.2004.05.003","title":"Risky higher education and subsidies","year":2004,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Subsidy; Higher education; Adverse selection; Economics; Demographic economics; Labour economics; Monetary economics; Actuarial science; Economic growth; Market economy","score_opus":0.010720937647907106,"score_gpt":0.2078781823128365,"score_spread":0.1971572446649294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124951074","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":[0.96228296,0.0060666045,0.00082446146,0.006963686,0.0013383263,0.000101691396,0.00009121765,0.0000073369133,0.02232373],"genre_scores_gemma":[0.9975133,0.00043441038,0.00021696788,0.00068630296,0.0005904342,0.000003292674,0.0000018985714,0.000015470829,0.0005379496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99893284,0.000006638647,0.0006974787,0.00017475568,0.000011285149,0.00017697996],"domain_scores_gemma":[0.9990691,0.00003868174,0.0006318812,0.00010944007,0.000017653208,0.00013326091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034232487,0.00013113562,0.00045136,0.00019542372,0.00007348572,0.000101144404,0.00011250806,0.000085216874,0.00004357934],"category_scores_gemma":[0.000017442266,0.00013951503,0.000095361946,0.000023503842,0.00007943298,0.00036991792,0.000022873248,0.00014554797,0.00003893504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039405153,0.000053143467,0.042459898,0.000014974385,0.000104492225,0.0000014253143,0.000101320125,0.00016705069,0.0000049748014,0.954993,0.00018487676,0.001875426],"study_design_scores_gemma":[0.0027407524,0.00017151468,0.1271615,0.00002316249,0.000027084228,0.00009140893,0.00009938446,0.003412876,0.0000047826143,0.86097777,0.005056148,0.00023360552],"about_ca_topic_score_codex":0.00013732584,"about_ca_topic_score_gemma":0.000053606003,"teacher_disagreement_score":0.09401523,"about_ca_system_score_codex":0.00022943663,"about_ca_system_score_gemma":0.000060054088,"threshold_uncertainty_score":0.5689258},"labels":[],"label_agreement":null},{"id":"W3125430267","doi":"10.1016/j.jedc.2014.06.017","title":"Impact of policy distortions on firm-level innovation, productivity dynamics and TFP","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Total factor productivity; Productivity; Incentive; Economics; Distribution (mathematics); Industrial organization; Labour economics; Econometrics; Microeconomics; Monetary economics; Macroeconomics","score_opus":0.025936834254174465,"score_gpt":0.23904220328735107,"score_spread":0.21310536903317662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125430267","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":[0.9855771,0.00022157161,0.008223266,0.001834817,0.00035101545,0.0001334314,0.0008258825,0.0000051868487,0.0028277033],"genre_scores_gemma":[0.9989005,0.00020240611,0.00018423196,0.00010673603,0.00034490455,0.0000027623332,0.0000118490225,0.000020426936,0.00022619015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982676,0.000018473154,0.0011928027,0.00025884528,0.000024753059,0.00023754459],"domain_scores_gemma":[0.99797046,0.00010992064,0.0014815216,0.00023983174,0.000080718244,0.00011755696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079912285,0.00019611689,0.000730683,0.0005387427,0.00008570583,0.00007573545,0.00017061875,0.00010840447,0.000020790867],"category_scores_gemma":[0.00026032754,0.00020166134,0.00017881654,0.00013116006,0.00011277291,0.00034793216,0.000031056265,0.00020093248,0.000009881821],"study_design_candidate":"observational","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":[0.00010126347,0.0001083057,0.24503368,0.000017576529,0.00022757683,5.331456e-7,0.00005779826,0.0027364318,0.000010105802,0.7453816,0.000113309805,0.0062118596],"study_design_scores_gemma":[0.002641041,0.00086092856,0.61508477,0.000025156813,0.000033066808,0.00005951765,0.00004668364,0.2796747,0.000003329292,0.100575596,0.0006825817,0.0003126252],"about_ca_topic_score_codex":0.0004055223,"about_ca_topic_score_gemma":0.00027150993,"teacher_disagreement_score":0.64480597,"about_ca_system_score_codex":0.0007016654,"about_ca_system_score_gemma":0.000106424835,"threshold_uncertainty_score":0.8223511},"labels":[],"label_agreement":null},{"id":"W3125784244","doi":"10.1016/j.jedc.2010.09.005","title":"Credit and self-employment","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Bankruptcy; Debt; Incentive; Economics; Interest rate; Monetary economics; Actuarial science; Business; Finance; Microeconomics","score_opus":0.0031753503079096786,"score_gpt":0.18817544962780314,"score_spread":0.18500009931989345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125784244","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":[0.9973088,0.00009584386,0.0001028128,0.0007754617,0.0007051556,0.00007533711,0.0000036041238,0.0000096364765,0.00092338683],"genre_scores_gemma":[0.9972441,0.000058867005,0.0002092778,0.0005934058,0.001751557,0.0000013203991,0.0000026201676,0.00001224387,0.00012656106],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924546,0.0000042082975,0.00040919203,0.00012392824,0.00007736112,0.00013985827],"domain_scores_gemma":[0.99923885,0.00003680683,0.000499935,0.000098844466,0.00010026044,0.000025280482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512585,0.00011777777,0.00029008492,0.00019086881,0.00009259104,0.00026967478,0.00011358302,0.000052070347,0.00010688841],"category_scores_gemma":[0.000031939664,0.00010158028,0.000087603825,0.000038328453,0.000034045133,0.0006404327,0.000049126866,0.0001619403,0.000016246217],"study_design_candidate":"observational","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":[0.00009467874,0.00009373649,0.9110828,0.00003303974,0.00010304865,0.000018096383,0.000027359101,0.000059611866,0.00044423767,0.081473805,0.0009858677,0.005583734],"study_design_scores_gemma":[0.0037604158,0.00007822722,0.35552597,0.00003497697,0.00057104224,0.000046296813,0.000063539184,0.5779668,0.0000052692667,0.010416625,0.051161814,0.00036900875],"about_ca_topic_score_codex":0.00010275219,"about_ca_topic_score_gemma":0.0005757103,"teacher_disagreement_score":0.5779072,"about_ca_system_score_codex":0.000031612683,"about_ca_system_score_gemma":0.000024230407,"threshold_uncertainty_score":0.41423234},"labels":[],"label_agreement":null},{"id":"W3125913908","doi":"10.1016/j.jedc.2014.05.011","title":"Asset prices in affine real business cycle models","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Economics; Business cycle; Affine transformation; Econometrics; Volatility (finance); Stochastic investment model; Stochastic volatility; Mathematical economics; Asset (computer security); General equilibrium theory; Simple (philosophy); Dynamic stochastic general equilibrium; Asset allocation; Computer science; Mathematics; Microeconomics; Financial economics; Macroeconomics; Monetary policy","score_opus":0.00824724966732822,"score_gpt":0.1984153596593742,"score_spread":0.19016810999204597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125913908","genre_codex":"methods","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":[0.2180715,0.0005163604,0.77171963,0.0014300207,0.0002604456,0.00010645207,0.000085569765,0.000005553488,0.0078044706],"genre_scores_gemma":[0.99795777,0.0003956322,0.0011742484,0.00012932027,0.00027819874,0.000009339186,0.0000035390021,0.000013744739,0.00003823847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988263,0.0000028501197,0.00079235237,0.0001806044,0.000019054538,0.00017880285],"domain_scores_gemma":[0.9989472,0.00008692964,0.0007144,0.0001297015,0.00004934745,0.000072409835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005622712,0.00011301452,0.0004922798,0.00020909983,0.00004751037,0.000068265676,0.0001914235,0.00007607811,0.000012958132],"category_scores_gemma":[0.000048777983,0.0001202655,0.00006543556,0.00009506585,0.000035296453,0.00030633277,0.000024665707,0.00012594361,0.000014571729],"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":[0.00003582311,0.000046090947,0.004175157,0.000011862146,0.000021416407,9.656771e-7,0.00004072845,0.008351046,0.0000046715563,0.9831387,0.000012890663,0.00416065],"study_design_scores_gemma":[0.0011414625,0.000049501657,0.027723502,0.000011281435,0.0000068431877,0.000011490598,0.000016984157,0.49059084,3.0086198e-7,0.47994268,0.00040033934,0.000104792794],"about_ca_topic_score_codex":0.00030015656,"about_ca_topic_score_gemma":0.00035847104,"teacher_disagreement_score":0.77988625,"about_ca_system_score_codex":0.00012952874,"about_ca_system_score_gemma":0.000041224474,"threshold_uncertainty_score":0.49042848},"labels":[],"label_agreement":null},{"id":"W3126116243","doi":"10.1016/j.jedc.2015.11.003","title":"An options pricing approach to ramping rate restrictions at hydro power plants","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Water resources management and optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Centres of Excellence","keywords":"Hamilton–Jacobi–Bellman equation; Profitability index; Electricity; Economics; Optimal control; Range (aeronautics); Value (mathematics); Stochastic control; Electricity market; Mathematical optimization; Bellman equation; Econometrics; Microeconomics; Computer science; Mathematics; Mathematical economics; Engineering","score_opus":0.009187847455800256,"score_gpt":0.19307883900611483,"score_spread":0.18389099155031458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126116243","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":[0.80414665,0.000075274176,0.19147281,0.00010517709,0.0002987052,0.00011045175,0.000008930384,0.000022495584,0.0037595187],"genre_scores_gemma":[0.9984857,0.000056673296,0.0011508142,0.000039244624,0.000119191165,0.000002606512,0.0000065698728,0.0000145091535,0.00012469299],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950653,0.000017897928,0.0002491406,0.00007205102,0.00003662437,0.00011774527],"domain_scores_gemma":[0.99965805,0.000013590489,0.000082091814,0.000079341815,0.000018554694,0.0001483968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024912393,0.00007919005,0.0001505752,0.00016707048,0.000052575222,0.0000955593,0.000085898355,0.000030968684,0.0000029460139],"category_scores_gemma":[0.0000046311416,0.000075551274,0.0000312421,0.000028542336,0.000006790438,0.00023318414,0.000014897607,0.000072838404,0.0000051392362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029760664,0.000012268569,0.0010044986,0.0000032046187,0.00005420668,0.0000015455918,0.00019393899,0.9975559,0.000099454584,0.0005184452,0.00023605788,0.00029072815],"study_design_scores_gemma":[0.0008429502,0.00005781908,0.0013667898,0.0000085840375,0.000025641039,0.00001936086,0.00018997147,0.9964617,0.000005747742,0.00011926146,0.000813777,0.00008840205],"about_ca_topic_score_codex":0.000005517527,"about_ca_topic_score_gemma":0.00001934272,"teacher_disagreement_score":0.19433907,"about_ca_system_score_codex":0.00022723162,"about_ca_system_score_gemma":0.000008931802,"threshold_uncertainty_score":0.30808914},"labels":[],"label_agreement":null},{"id":"W3127895826","doi":"10.1016/j.jedc.2021.104076","title":"On time-dependent nominal contracting models with positive trend inflation","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Desjardins; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Taylor rule; Monetary policy; Wage; Inflation (cosmology); Indexation; Inflation targeting; Nominal interest rate; Supply shock; Monetary economics; Econometrics; Real interest rate; Labour economics; Central bank","score_opus":0.01560122488518258,"score_gpt":0.1984493043128986,"score_spread":0.182848079427716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127895826","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":[0.9664461,0.00057800603,0.016602376,0.0014935229,0.00028911865,0.00011661667,0.0004304937,0.000006559438,0.0140372235],"genre_scores_gemma":[0.99806136,0.00010036849,0.00028510555,0.0004892553,0.00027289693,0.000002225694,0.00001588586,0.000023957748,0.00074891804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985308,0.000026924852,0.0008862246,0.00026333373,0.000028369497,0.00026431822],"domain_scores_gemma":[0.99832034,0.00022841722,0.0011040816,0.00016565715,0.000025357793,0.00015617273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056335016,0.00019247073,0.0006649419,0.00020722486,0.000098599354,0.00015870611,0.000109539265,0.00009416175,0.00020254945],"category_scores_gemma":[0.000034660017,0.00019482241,0.00014462211,0.000029898654,0.000040455405,0.000628329,0.00001716538,0.0002487637,0.00006674297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001857531,0.00025279573,0.012492552,0.000023610395,0.0014944257,0.00016927776,0.00061473495,0.576135,0.000119353455,0.39934757,0.00026557726,0.0072275666],"study_design_scores_gemma":[0.004834814,0.00049099384,0.00510775,0.00004223375,0.000057554073,0.00040317542,0.00010579799,0.94823974,0.000030432924,0.040268086,0.00012800496,0.00029139282],"about_ca_topic_score_codex":0.00009034007,"about_ca_topic_score_gemma":0.00015146435,"teacher_disagreement_score":0.37210476,"about_ca_system_score_codex":0.00033562374,"about_ca_system_score_gemma":0.000058685167,"threshold_uncertainty_score":0.79446274},"labels":[],"label_agreement":null},{"id":"W3128505201","doi":"10.1016/j.jedc.2021.104081","title":"Voluntary information disclosure with heterogeneous beliefs","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Insider; Insider trading; Incentive; Voluntary disclosure; Business; Asset (computer security); Exploit; Public disclosure; Turnover; Full disclosure; Information sharing; Microeconomics; Economics; Public relations; Accounting; Finance; Political science; Law; Computer security","score_opus":0.004886095926562552,"score_gpt":0.16614671963338348,"score_spread":0.16126062370682093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128505201","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":[0.97044533,0.003401902,0.009018365,0.0026941227,0.00075492257,0.00012518976,0.00031929408,0.000008219705,0.013232642],"genre_scores_gemma":[0.99804235,0.000637806,0.0003162641,0.00061258546,0.0001754699,0.0000025811319,0.000013404327,0.000009503909,0.00019002003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990265,0.000009535033,0.0006757895,0.00011045736,0.000023285333,0.0001544375],"domain_scores_gemma":[0.9990661,0.000028279852,0.00065449,0.00011884478,0.00005407823,0.000078210636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023567105,0.000118981996,0.00039740538,0.000108108885,0.000067909954,0.00016411082,0.0000932557,0.000059573536,0.00009263224],"category_scores_gemma":[0.000018800169,0.00010958077,0.00009617211,0.00003728998,0.000047709815,0.00075951254,0.000018617888,0.00012247368,0.000020355963],"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":[0.00025642005,0.00008510458,0.13950789,0.0000567642,0.00045578883,0.0000636702,0.00024076292,0.0035281435,0.0000086736845,0.8495768,0.0005636527,0.005656343],"study_design_scores_gemma":[0.017341582,0.0028348577,0.3817339,0.00023311938,0.0002021689,0.0021238863,0.0011222002,0.24217346,0.00006686946,0.25641826,0.09409799,0.0016517197],"about_ca_topic_score_codex":0.000043867163,"about_ca_topic_score_gemma":0.0001381885,"teacher_disagreement_score":0.59315854,"about_ca_system_score_codex":0.00011762825,"about_ca_system_score_gemma":0.000086004635,"threshold_uncertainty_score":0.4468574},"labels":[],"label_agreement":null},{"id":"W3160953686","doi":"10.1016/j.jedc.2021.104146","title":"Central bank digital currency and flight to safety","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Currency; Payment; Lender of last resort; Currency crisis; Monetary economics; Financial system; Bank run; Business; Economics; Digital currency; Insolvency; Central bank; Finance; Monetary policy; Market liquidity","score_opus":0.005818059427387342,"score_gpt":0.1829241098360271,"score_spread":0.17710605040863978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160953686","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":[0.923695,0.005738084,0.045118883,0.005470563,0.0020208461,0.00017217522,0.0012781158,0.00000964366,0.016496662],"genre_scores_gemma":[0.9969036,0.0010798202,0.00024170935,0.00036035493,0.00036590404,0.0000017321756,0.000008053421,0.000019086634,0.0010197397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984268,0.000009216221,0.0009694565,0.00028032868,0.000016329668,0.0002978631],"domain_scores_gemma":[0.99893767,0.00007999503,0.00048379775,0.00017211393,0.00003765395,0.00028874315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442962,0.00016354758,0.0006421872,0.0001297864,0.000079808335,0.0002878874,0.00015006542,0.00007759337,0.0001433602],"category_scores_gemma":[0.00006132342,0.0001809004,0.00015089246,0.000035364737,0.00004614983,0.00048045264,0.00007289801,0.000156159,0.00002745352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012767216,0.00004832771,0.045132924,0.00001521857,0.00021322168,0.000019841867,0.00022628655,0.0009854734,0.0000068036297,0.9387676,0.0002889601,0.014167674],"study_design_scores_gemma":[0.01280888,0.00082836347,0.0698457,0.00013391397,0.000124577,0.0010577409,0.00102391,0.2309899,0.000036848833,0.4894152,0.19210531,0.0016296463],"about_ca_topic_score_codex":0.000015974354,"about_ca_topic_score_gemma":0.000058831043,"teacher_disagreement_score":0.44935238,"about_ca_system_score_codex":0.0002063334,"about_ca_system_score_gemma":0.000076078926,"threshold_uncertainty_score":0.73769045},"labels":[],"label_agreement":null},{"id":"W3203173481","doi":"10.1016/j.jedc.2021.104238","title":"Financial intermediation and occupational choice","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intermediation; Financial intermediary; Wage; Economics; Labour economics; Quarter (Canadian coin); Rate of return; Monetary economics; Finance","score_opus":0.005454858860766074,"score_gpt":0.20966702751304897,"score_spread":0.2042121686522829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203173481","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":[0.99768233,0.00022340924,0.000654213,0.0006096051,0.00044788216,0.00003888911,0.000007559387,0.0000033663425,0.00033274182],"genre_scores_gemma":[0.9970984,0.00005708735,0.00008901487,0.0010063628,0.0016159824,9.897808e-7,0.000017330947,0.0000064404508,0.00010842962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993416,0.000007211972,0.00037477975,0.00011026583,0.000072413815,0.00009374678],"domain_scores_gemma":[0.9992335,0.00006184302,0.0004499188,0.000056930192,0.00018570422,0.000012098759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024576703,0.00008421952,0.00022633362,0.00014088312,0.00007424326,0.00019620545,0.000058007747,0.00004034994,0.00010055238],"category_scores_gemma":[0.0001996556,0.00008106486,0.00007448021,0.00005418789,0.000025727553,0.00068512943,0.00003887163,0.00008257319,0.000008330926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008062601,0.00002506934,0.9559779,0.00002323858,0.000024475095,0.000012085421,0.000011372278,0.00013156972,0.0000868211,0.03812165,0.0005417264,0.004963476],"study_design_scores_gemma":[0.001467281,0.000014980195,0.7661733,0.00002940177,0.00011364512,0.000012982524,0.000022361904,0.22211501,0.0000024984051,0.0048863254,0.005050109,0.00011211895],"about_ca_topic_score_codex":0.00004182939,"about_ca_topic_score_gemma":0.0005379769,"teacher_disagreement_score":0.22198345,"about_ca_system_score_codex":0.000052003237,"about_ca_system_score_gemma":0.00007079181,"threshold_uncertainty_score":0.3305729},"labels":[],"label_agreement":null},{"id":"W4224117627","doi":"10.1016/j.jedc.2022.104396","title":"Comments on Cong, Wei, Xie, and Zhang (2021) “Endogenous Growth with Multiple Uses of Data”","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Zhàng; Transparency (behavior); Economics; Order (exchange); Price discovery; Financial economics; Political science; Law; Finance","score_opus":0.02974730724572523,"score_gpt":0.20391504084434697,"score_spread":0.17416773359862175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224117627","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":[0.98790276,0.0019534084,0.0025710699,0.0010721241,0.0005055382,0.00024641556,0.003305223,0.0000043841137,0.0024390763],"genre_scores_gemma":[0.9982313,0.00084594206,0.00026265564,0.0003327831,0.00011777198,0.0000073635383,0.000026612066,0.000027405082,0.00014818244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984988,0.000027482438,0.0009023548,0.0003137859,0.000033779004,0.00022380015],"domain_scores_gemma":[0.99794406,0.00027886016,0.0012942828,0.00033541868,0.000032865235,0.00011449074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861065,0.00017375918,0.0007385947,0.00021539842,0.00016935536,0.00006783648,0.00040056097,0.00004635216,0.00013655493],"category_scores_gemma":[0.000030961728,0.00017777328,0.000076697645,0.00003452623,0.00010001459,0.00036527574,0.000193197,0.0002444262,0.0000037016566],"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":[0.0013843466,0.00030726346,0.20842557,0.00005936096,0.0010499763,0.000030015879,0.00047110626,0.0051659006,0.000033559856,0.7792832,0.00035865104,0.0034310361],"study_design_scores_gemma":[0.038852014,0.0068149255,0.020562124,0.00013337664,0.00034038888,0.0010109956,0.004069132,0.7507893,0.000055943216,0.15051341,0.025146114,0.0017122778],"about_ca_topic_score_codex":0.00029441284,"about_ca_topic_score_gemma":0.00019810282,"teacher_disagreement_score":0.7456234,"about_ca_system_score_codex":0.00018511382,"about_ca_system_score_gemma":0.00005818626,"threshold_uncertainty_score":0.7249384},"labels":[],"label_agreement":null},{"id":"W4225116386","doi":"10.1016/j.jedc.2022.104418","title":"Markets and Economies with Information Frictions","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mediation; Economics; Welfare; Microeconomics; Mediator; Social Welfare; Market economy","score_opus":0.003966934853487269,"score_gpt":0.1616377350539338,"score_spread":0.15767080020044655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225116386","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":[0.94567984,0.0015767226,0.02518417,0.0042128894,0.000591756,0.0001459386,0.000482999,0.000010588435,0.022115104],"genre_scores_gemma":[0.9987543,0.00035265821,0.00014866127,0.000380768,0.000055325174,0.0000090926,0.000007147117,0.000005942907,0.00028607785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999196,0.00001558807,0.00057715806,0.000091906644,0.00001906548,0.000100268655],"domain_scores_gemma":[0.99912393,0.000040913834,0.0006546386,0.000085997664,0.00002092118,0.000073601885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000459444,0.00008186063,0.0003171683,0.00031501942,0.00018967214,0.00010244143,0.00008613275,0.000019586645,0.0005391685],"category_scores_gemma":[0.000008244795,0.00008548829,0.000072954164,0.000045262852,0.00003041861,0.00046196693,0.00003057454,0.00013221185,0.000011687942],"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":[0.00026876963,0.00005429695,0.14029437,0.000016151958,0.000580559,0.0000043267173,0.00032967507,0.0074982313,0.0000013566823,0.84546936,0.0008554908,0.0046274094],"study_design_scores_gemma":[0.006497111,0.0007068114,0.09373002,0.000010920047,0.00013925988,0.0006349601,0.0026851892,0.7573047,0.0000011162342,0.050765544,0.08699091,0.0005334336],"about_ca_topic_score_codex":0.000043635297,"about_ca_topic_score_gemma":0.00004836412,"teacher_disagreement_score":0.79470384,"about_ca_system_score_codex":0.00014552912,"about_ca_system_score_gemma":0.000028418612,"threshold_uncertainty_score":0.59035164},"labels":[],"label_agreement":null},{"id":"W4280561173","doi":"10.1016/j.jedc.2022.104438","title":"Machine learning and speed in high-frequency trading","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Science and Technology Planning Project of Guangdong Province; Australian Research Council; National Office for Philosophy and Social Sciences; Special Project for Research and Development in Key areas of Guangdong Province; Chinese University of Hong Kong; Tianjin University; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China; Sun Yat-sen University; University of Technology Sydney","keywords":"High-frequency trading; Market liquidity; Algorithmic trading; Trading strategy; Pairs trade; Profitability index; Electronic trading; Trading turret; Dark liquidity; Economics; Order book; Flash trading; Market microstructure; Financial market; Alternative trading system; Industrial organization; Computer science; Order (exchange); Open outcry; Monetary economics; Financial economics; Finance","score_opus":0.00830678390032978,"score_gpt":0.1866106992338664,"score_spread":0.17830391533353662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280561173","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":[0.98816943,0.0069943676,0.0009224589,0.000989285,0.00033025545,0.00008688058,0.00012502995,0.0000040795435,0.0023782093],"genre_scores_gemma":[0.9989251,0.00037242685,0.00008331131,0.00005604707,0.000097170836,0.000002288813,0.0000042704264,0.000014256484,0.00044516384],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987383,0.000033349042,0.000858407,0.0001791439,0.000023805116,0.00016700194],"domain_scores_gemma":[0.9990212,0.00006423079,0.00075559487,0.00007606522,0.000010099902,0.000072813804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009216212,0.00010944498,0.00061578944,0.00037858973,0.0001440257,0.00007881857,0.000115794675,0.000028212397,0.0005151045],"category_scores_gemma":[0.000021115702,0.00012564866,0.00010726616,0.00007771326,0.00002534197,0.00016238348,0.00005054436,0.00029044252,0.000002948482],"study_design_candidate":"simulation_or_modeling","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":[0.00007488698,0.000039614748,0.60642415,0.000015129761,0.00021873017,0.00003036646,0.00019378006,0.005021734,0.000028137052,0.38582513,0.00001432008,0.0021139989],"study_design_scores_gemma":[0.0031800112,0.0002836764,0.02556273,0.000009004806,0.000027672391,0.00016607075,0.0004624299,0.9216977,2.3799545e-7,0.045179367,0.003207073,0.00022401902],"about_ca_topic_score_codex":0.0011530211,"about_ca_topic_score_gemma":0.00037303375,"teacher_disagreement_score":0.916676,"about_ca_system_score_codex":0.0002717491,"about_ca_system_score_gemma":0.00001886226,"threshold_uncertainty_score":0.56400335},"labels":[],"label_agreement":null},{"id":"W4283585737","doi":"10.1016/j.jedc.2022.104460","title":"Macroeconomic expectations, central bank communication, and background uncertainty: A COVID-19 laboratory experiment","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Credibility; Economics; Exploit; Baseline (sea); Robustness (evolution); Econometrics; Pandemic; New Keynesian economics; Coronavirus disease 2019 (COVID-19); Inflation (cosmology); Central bank; Monetary policy; Actuarial science; Computer science; Monetary economics; Computer security; Medicine; Political science","score_opus":0.026921213547700544,"score_gpt":0.2500797836435829,"score_spread":0.22315857009588236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283585737","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":[0.9775948,0.011247079,0.0016164201,0.0066628642,0.0005518155,0.00025594677,0.0013032214,0.000012194001,0.00075567985],"genre_scores_gemma":[0.9961933,0.0010299508,0.00031307508,0.0019972743,0.00016803687,0.000032621716,0.000030581858,0.000026234631,0.00020894739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980426,0.00008865358,0.0012049304,0.00029544864,0.000026697102,0.0003416935],"domain_scores_gemma":[0.99786466,0.00020494928,0.0012216358,0.00031111555,0.000013384157,0.00038424713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010160238,0.00020620768,0.0006516884,0.00031211495,0.0004591375,0.00017423676,0.00032933283,0.000059821585,0.0009563635],"category_scores_gemma":[0.000040988816,0.0002553371,0.00013906432,0.000044685534,0.00013597887,0.00042382124,0.00011581609,0.00029263843,0.000020773257],"study_design_candidate":"simulation_or_modeling","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":[0.0012136756,0.00041912578,0.15200575,0.000094529256,0.0018283175,0.000040768387,0.0091800485,0.17800497,0.000045652192,0.6413027,0.013094498,0.0027699824],"study_design_scores_gemma":[0.0111679165,0.00068460405,0.013522586,0.000012282214,0.000085803375,0.00045243866,0.0127594685,0.82089776,0.00000464274,0.053142168,0.08634753,0.0009228095],"about_ca_topic_score_codex":0.0007477245,"about_ca_topic_score_gemma":0.0002086458,"teacher_disagreement_score":0.6428928,"about_ca_system_score_codex":0.0014504606,"about_ca_system_score_gemma":0.00018990054,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W4289313730","doi":"10.1016/j.jedc.2022.104502","title":"Required Capital for Long-Run Risks","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Climate Change Policy and Economics","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 Toronto","funders":"European Commission; HSBC Bank USA","keywords":"Context (archaeology); Computation; Economics; Capital (architecture); Short run; Macroeconomics; Microeconomics; Computer science","score_opus":0.05873741254819706,"score_gpt":0.2646903617142481,"score_spread":0.20595294916605103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289313730","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":[0.9763585,0.00263872,0.00967057,0.003682124,0.002151162,0.00034506913,0.0027943905,0.00001058884,0.002348897],"genre_scores_gemma":[0.9976509,0.00041172156,0.00018301379,0.00061123003,0.0005857147,0.00004027941,0.000024653733,0.000035311725,0.0004571615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982887,0.000015377482,0.0011026971,0.000247533,0.00002078364,0.00032493466],"domain_scores_gemma":[0.998217,0.00015291478,0.001282789,0.00018379954,0.000025321315,0.00013816431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011531895,0.0001647878,0.00067457266,0.00028656409,0.00025413648,0.000104025086,0.0002892126,0.000064497726,0.0003930662],"category_scores_gemma":[0.000046975412,0.00020407695,0.00030292213,0.000035023528,0.000051745905,0.00027597044,0.00008336142,0.00021429812,0.000024205094],"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":[0.00082346273,0.00021000482,0.106716916,0.00006513574,0.00069542543,0.000018937377,0.00088393444,0.008845057,0.000015956499,0.875773,0.0016743516,0.004277804],"study_design_scores_gemma":[0.014393955,0.0017147501,0.02026301,0.000016714283,0.00013075216,0.0005170391,0.0017131703,0.60158396,0.000008841498,0.32729572,0.031372588,0.000989488],"about_ca_topic_score_codex":0.00011973619,"about_ca_topic_score_gemma":0.00015753294,"teacher_disagreement_score":0.5927389,"about_ca_system_score_codex":0.0005800794,"about_ca_system_score_gemma":0.00004989995,"threshold_uncertainty_score":0.8322016},"labels":[],"label_agreement":null},{"id":"W4312221133","doi":"10.1016/j.jedc.2022.104588","title":"Monetary policy and the term structure of inflation expectations with information frictions","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economics; Monetary policy; Inflation (cosmology); Shock (circulatory); Survey of Professional Forecasters; Term (time); Monetary economics; Yield curve; Recession; Investment (military); Bond; Macroeconomics; Econometrics; Interest rate; Finance","score_opus":0.006545252233075163,"score_gpt":0.18308631453718427,"score_spread":0.1765410623041091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312221133","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":[0.9923693,0.0005762287,0.0029470357,0.0022822584,0.00015034014,0.00016728016,0.0006591181,0.0000026670175,0.0008457765],"genre_scores_gemma":[0.9993109,0.00013622714,0.00012433367,0.00024180567,0.00012217407,0.0000047998114,0.000015705797,0.0000062737286,0.000037794147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990605,0.000023576402,0.0007119293,0.00007416192,0.000021377418,0.00010843223],"domain_scores_gemma":[0.99859476,0.00010478112,0.0011266016,0.00011018706,0.000013562306,0.000050081475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813373,0.00008997915,0.00033861274,0.00032461734,0.00020138985,0.00005630389,0.00010583913,0.000028687218,0.000060080703],"category_scores_gemma":[0.00002697629,0.00007447982,0.00006845965,0.000054876484,0.000088272056,0.00058276963,0.00002737234,0.00016276086,0.0000016671913],"study_design_candidate":"simulation_or_modeling","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":[0.00095438655,0.000034595334,0.09489886,0.000026681697,0.00067017804,9.634471e-7,0.0050831856,0.22216074,0.000012888877,0.6725477,0.00016784339,0.0034420046],"study_design_scores_gemma":[0.008862085,0.0004038516,0.10346857,0.00000726505,0.00007403385,0.00029876476,0.0017973155,0.825248,0.0000027065564,0.058666643,0.00095927215,0.00021150253],"about_ca_topic_score_codex":0.00047400923,"about_ca_topic_score_gemma":0.000094966796,"teacher_disagreement_score":0.61388105,"about_ca_system_score_codex":0.00014793183,"about_ca_system_score_gemma":0.00004459345,"threshold_uncertainty_score":0.3037199},"labels":[],"label_agreement":null},{"id":"W4323664520","doi":"10.1016/j.jedc.2023.104637","title":"Hedge funds trading strategies and leverage","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hedge fund; Alternative beta; Leverage (statistics); Performance fee; Fund of funds; Open-end fund; Returns-based style analysis; Fund administration; Business; Imperfect; Economics; Actuarial science; Econometrics; Finance; Financial economics; Monetary economics; Institutional investor; Market liquidity; Computer science","score_opus":0.020501222567791577,"score_gpt":0.21365945324879418,"score_spread":0.1931582306810026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323664520","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":[0.9766573,0.0024155106,0.0017263474,0.0013389685,0.0007332312,0.0000964107,0.00009803161,0.000016656779,0.016917562],"genre_scores_gemma":[0.99742305,0.0016725056,0.00006803237,0.0001502292,0.00023800679,0.000002994627,0.0000030764547,0.000016268581,0.0004258422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988763,0.0000112846,0.0006823936,0.00018127321,0.00001966586,0.0002291036],"domain_scores_gemma":[0.9992051,0.000085306296,0.00049918453,0.00009582503,0.000016067977,0.00009850382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006799008,0.0001420719,0.00049336825,0.00027794237,0.0001060938,0.00034647575,0.000117528085,0.00007556437,0.000051150706],"category_scores_gemma":[0.000024373208,0.00014564031,0.00009897112,0.00006458378,0.00008411392,0.0007701074,0.000025256782,0.00014405137,0.000019325316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004556601,0.000014024896,0.015677152,0.000027446846,0.000099003,0.000015202352,0.0001596463,0.0001996827,0.000023749364,0.980824,0.00047074142,0.002443805],"study_design_scores_gemma":[0.0029794807,0.0004423469,0.16595086,0.000040157658,0.000029901941,0.000081436134,0.0014508546,0.3187392,0.0000026648631,0.50332725,0.006560975,0.00039483682],"about_ca_topic_score_codex":0.000044981847,"about_ca_topic_score_gemma":0.000042090494,"teacher_disagreement_score":0.4774967,"about_ca_system_score_codex":0.00008381449,"about_ca_system_score_gemma":0.000053769792,"threshold_uncertainty_score":0.59390396},"labels":[],"label_agreement":null},{"id":"W4366748333","doi":"10.1016/j.jedc.2023.104662","title":"The bribe rate and long run differences in sovereign borrowing costs","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Government of Ontario","keywords":"Economics; Default; Bureaucracy; Government (linguistics); Sovereign default; Public good; Index (typography); Sovereignty; Order (exchange); Public economics; Monetary economics; Finance; Microeconomics","score_opus":0.014769544671589722,"score_gpt":0.2058415745289211,"score_spread":0.19107202985733138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366748333","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":[0.9894175,0.0015398255,0.00024075381,0.0031610092,0.00055283454,0.00011258595,0.00007752963,0.000007263819,0.004890718],"genre_scores_gemma":[0.99775213,0.001495858,0.000008281664,0.0002525204,0.0002253979,0.000004741284,0.0000017652616,0.000015384385,0.00024391618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985265,0.000029194742,0.0009017822,0.00020289057,0.000015664064,0.00032393125],"domain_scores_gemma":[0.99874794,0.00042530033,0.0005796915,0.00012569893,0.00001135299,0.00010998278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015528195,0.00014489188,0.00052936276,0.00023772044,0.00015378359,0.00023846423,0.00020553572,0.000081309394,0.00001011226],"category_scores_gemma":[0.00009501452,0.00012698621,0.00009996273,0.00006776656,0.00010435317,0.00032408457,0.00005417966,0.0002237589,0.000036022546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009201533,0.0000136683075,0.51735234,0.000013180918,0.00011394633,0.000014716644,0.00012313464,0.00013073132,0.0000039445285,0.47702017,0.00018982468,0.004932284],"study_design_scores_gemma":[0.0018926213,0.00008634035,0.5623445,0.000026740785,0.000009262804,0.000028267124,0.00022438986,0.22848193,0.0000011693966,0.20643675,0.00029142227,0.00017662905],"about_ca_topic_score_codex":0.00010762152,"about_ca_topic_score_gemma":0.00044437777,"teacher_disagreement_score":0.27058342,"about_ca_system_score_codex":0.00019356806,"about_ca_system_score_gemma":0.000030137631,"threshold_uncertainty_score":0.5178347},"labels":[],"label_agreement":null},{"id":"W4377091056","doi":"10.1016/j.jedc.2023.104670","title":"A Gradient-based reinforcement learning model of market equilibration","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Reinforcement learning; Stochastic game; Fictitious play; Stability (learning theory); Computer science; Mathematical optimization; Reinforcement; Mathematical economics; Economics; Game theory; Mathematics; Artificial intelligence; Machine learning","score_opus":0.019790591098303476,"score_gpt":0.28465213868730854,"score_spread":0.26486154758900504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377091056","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":[0.98866516,0.00008165091,0.0030731459,0.001103459,0.0002452159,0.00013425264,0.000009844811,0.000011081546,0.0066761584],"genre_scores_gemma":[0.9987474,0.00021586857,0.00013739597,0.00004262214,0.000058457914,0.0000039575407,0.0000020349012,0.000006861849,0.0007854167],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924767,0.00004101887,0.00041725143,0.00007617713,0.00006873978,0.00014913979],"domain_scores_gemma":[0.9993069,0.00008579629,0.00045141036,0.000047342794,0.000040815525,0.00006770113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007457419,0.000067780515,0.00023387869,0.00012311175,0.00013713083,0.000039978695,0.00010010217,0.000038321716,0.000027612045],"category_scores_gemma":[0.000030823434,0.00006901068,0.00009173576,0.00003468699,0.00010356203,0.00021095101,0.000023181115,0.00007859803,0.0000025180452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038640088,0.000055279674,0.046332374,0.000022272307,0.00017437557,0.0000041256776,0.0036909215,0.8481191,0.0024630486,0.09343073,0.0005038347,0.0048175366],"study_design_scores_gemma":[0.0009811092,0.00013567513,0.00039243,0.000013913984,0.000025522904,4.113117e-7,0.0020760756,0.9946862,0.00003752497,0.001507411,0.00007564835,0.00006809689],"about_ca_topic_score_codex":0.00012358796,"about_ca_topic_score_gemma":0.0003305679,"teacher_disagreement_score":0.14656708,"about_ca_system_score_codex":0.0002576836,"about_ca_system_score_gemma":0.000149484,"threshold_uncertainty_score":0.2814174},"labels":[],"label_agreement":null},{"id":"W4378977813","doi":"10.1016/j.jedc.2023.104680","title":"Quantum monte carlo for economics: Stress testing and macroeconomic deep learning","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Xanadu Quantum Technologies (Canada); Bank of Canada","funders":"","keywords":"Bottleneck; Computer science; Monte Carlo method; Benchmarking; Investment (military); Quantum Monte Carlo; Quasi-Monte Carlo method; Quantum computer; Macro; Deep learning; Artificial neural network; Quantum; Mathematical optimization; Economics; Artificial intelligence; Monte Carlo molecular modeling; Mathematics; Physics; Management; Markov chain Monte Carlo","score_opus":0.007156522604540959,"score_gpt":0.21414583358093783,"score_spread":0.20698931097639686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378977813","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":[0.9315543,0.0004106924,0.06620754,0.0010010754,0.000601698,0.0001324843,0.000023015182,0.000039443858,0.000029708906],"genre_scores_gemma":[0.99397755,0.00020257849,0.0053038076,0.00008451378,0.00035333986,0.0000043865252,8.495747e-7,0.000018920111,0.000054061064],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882627,0.000034877485,0.0005259604,0.00027473015,0.00003034947,0.0003078126],"domain_scores_gemma":[0.99838716,0.0007519145,0.0005276288,0.00013771236,0.000053545697,0.0001420272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006695097,0.0001669903,0.00041210136,0.00020533804,0.00020862931,0.00033109545,0.00034410154,0.000058615937,6.648711e-7],"category_scores_gemma":[0.00007294871,0.00015935554,0.00010659588,0.00004630657,0.000044680404,0.00026200234,0.00012323272,0.00022330786,0.0000021703618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040211668,0.00001301241,0.011270977,0.000039571845,0.00015950992,0.000015083974,0.0003301453,0.6271946,0.000044084718,0.014731032,0.00001882438,0.34614298],"study_design_scores_gemma":[0.0013835796,0.0002746448,0.005500461,0.000032236796,0.00001987227,0.00013565908,0.00010809455,0.9838658,0.0000032289931,0.008335581,0.00017003014,0.00017080765],"about_ca_topic_score_codex":0.000029721568,"about_ca_topic_score_gemma":0.000051422605,"teacher_disagreement_score":0.3566712,"about_ca_system_score_codex":0.00008157397,"about_ca_system_score_gemma":0.000073457406,"threshold_uncertainty_score":0.649833},"labels":[],"label_agreement":null},{"id":"W4381513969","doi":"10.1016/j.jedc.2023.104696","title":"Are working hours complements in production?","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación; Comunidad de Madrid","keywords":"Economics; Complementarity (molecular biology); Working hours; Wage; Elasticity of substitution; Labour economics; Flexibility (engineering); Elasticity (physics); Production (economics); Econometrics; Working time; Microeconomics; Work (physics)","score_opus":0.031740615324836886,"score_gpt":0.24885452211000425,"score_spread":0.21711390678516737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381513969","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":[0.9937939,0.0003402429,0.00056838343,0.0025990226,0.0013528699,0.000136049,0.00012779942,0.0000113736205,0.0010703255],"genre_scores_gemma":[0.9987872,0.00042203636,0.00007301156,0.00017026199,0.00028440746,0.0000051250922,0.0000053867097,0.000019310019,0.00023320747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983487,0.00002745676,0.0010898035,0.00023313708,0.000031584364,0.00026930863],"domain_scores_gemma":[0.9982732,0.000080694066,0.0013695315,0.00016383493,0.000028805023,0.00008396173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001960279,0.00013177648,0.000560223,0.00045620147,0.00006061473,0.00009606613,0.00018513252,0.00006380418,0.000032545347],"category_scores_gemma":[0.00011717821,0.00014439847,0.00011150943,0.00016902763,0.00003728328,0.00017450536,0.00004232491,0.00020402356,0.000029749148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052111012,0.00003689015,0.8781643,0.000011690828,0.00008316295,0.0000231864,0.00007101109,0.0023498416,0.0000027586655,0.11762167,0.00012334164,0.001460039],"study_design_scores_gemma":[0.002406985,0.0000589992,0.7310337,0.00006882044,0.0000124283415,0.000022474818,0.0003790102,0.11692981,5.6938615e-7,0.1472396,0.0015895548,0.00025804542],"about_ca_topic_score_codex":0.000064179134,"about_ca_topic_score_gemma":0.0005701204,"teacher_disagreement_score":0.1471306,"about_ca_system_score_codex":0.0002794176,"about_ca_system_score_gemma":0.00002513489,"threshold_uncertainty_score":0.5888398},"labels":[],"label_agreement":null},{"id":"W4384562411","doi":"10.1016/j.jedc.2023.104708","title":"A horse race of alternative monetary policy regimes under bounded rationality","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Monetary policy; Rational expectations; New Keynesian economics; Bounded rationality; Inflation targeting; Output gap; Volatility (finance); Constraint (computer-aided design); Dynamic stochastic general equilibrium; Inflation (cosmology); Macro; Incentive compatibility; Phillips curve; Rational agent; Monetary economics; Macroeconomics; Econometrics; Microeconomics; Incentive; Computer science; Mathematics","score_opus":0.032194487563177776,"score_gpt":0.25232161192524416,"score_spread":0.22012712436206638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384562411","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":[0.98435503,0.0006264322,0.0039062593,0.0063436064,0.00047976177,0.00014876618,0.0005701552,0.000010241619,0.003559755],"genre_scores_gemma":[0.99682033,0.0010094203,0.00014875495,0.00035815983,0.0005426908,0.0000034177067,0.00001360126,0.000020808724,0.0010828032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812454,0.000034774763,0.0012850353,0.00022788932,0.00003906373,0.0002886999],"domain_scores_gemma":[0.9978705,0.0002002756,0.0015178443,0.00022030616,0.000036664234,0.00015439987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013528924,0.0001809531,0.0008047528,0.00058605365,0.00007796306,0.00007041617,0.00024494575,0.00009805545,0.00010750174],"category_scores_gemma":[0.00011580423,0.00019521461,0.00025789285,0.00010261863,0.00012518142,0.00046602273,0.000042796506,0.00017827633,0.00008434316],"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":[0.00041836288,0.00009953678,0.073255405,0.000046888563,0.0012788398,0.000010294145,0.0006139873,0.0999314,0.000043441134,0.82095855,0.0016294895,0.0017138103],"study_design_scores_gemma":[0.0028410999,0.00020174518,0.08930651,0.000018765044,0.00003116196,0.000049773265,0.00018205096,0.5875169,0.000015833957,0.31849933,0.0010965888,0.00024024687],"about_ca_topic_score_codex":0.001383629,"about_ca_topic_score_gemma":0.00013235444,"teacher_disagreement_score":0.5024592,"about_ca_system_score_codex":0.00035297434,"about_ca_system_score_gemma":0.0001349182,"threshold_uncertainty_score":0.79606205},"labels":[],"label_agreement":null},{"id":"W4385988930","doi":"10.1016/j.jedc.2023.104725","title":"Machine learning goes global: Cross-sectional return predictability in international stock markets","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Narodowym Centrum Nauki; Narodowe Centrum Nauki","keywords":"Predictability; Economics; Robustness (evolution); Econometrics; Stock (firearms); Limiting; Arbitrage; Financial economics; Computer science; Mathematics; Engineering; Statistics","score_opus":0.014112120272542623,"score_gpt":0.2419340983346419,"score_spread":0.22782197806209928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385988930","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":[0.98542696,0.000707253,0.000419828,0.0008402064,0.0016362283,0.00011429589,0.00044449238,0.00001671084,0.01039401],"genre_scores_gemma":[0.9981757,0.00085680524,0.00005279604,0.00008587836,0.00026030655,0.000005691706,0.000020547464,0.000011333447,0.0005309719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984417,0.000029082456,0.0010282273,0.000237687,0.00004279584,0.00022053598],"domain_scores_gemma":[0.9990056,0.00010133777,0.00068100536,0.0000946764,0.000040843348,0.000076548575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015802237,0.00013670238,0.000398666,0.00023518837,0.000075945,0.0001924878,0.0002137588,0.000102009915,0.00018098822],"category_scores_gemma":[0.00019506604,0.00014408989,0.0001400137,0.00009351289,0.00008275926,0.00046051285,0.000052545853,0.00025624258,0.000021694363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019522473,0.000028689483,0.915644,0.000009937677,0.00006681099,0.000007973121,0.00002203003,0.0016295748,0.0000015021024,0.08164134,0.0000653042,0.0006876202],"study_design_scores_gemma":[0.0012660509,0.00007367014,0.66050607,0.000008521009,0.0000024745468,0.000017216964,0.000021315702,0.2924365,1.318777e-7,0.04381038,0.001767398,0.00009027665],"about_ca_topic_score_codex":0.00017146536,"about_ca_topic_score_gemma":0.0002386271,"teacher_disagreement_score":0.29080692,"about_ca_system_score_codex":0.00046284794,"about_ca_system_score_gemma":0.000056443318,"threshold_uncertainty_score":0.5875815},"labels":[],"label_agreement":null},{"id":"W4389916231","doi":"10.1016/j.jedc.2023.104802","title":"Can passive monetary policy decrease the debt burden?","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology of the People's Republic of China; Bank of Canada; National Science and Technology Council","keywords":"Economics; Monetary policy; Monetary economics; Debt; Household debt; Macroeconomics","score_opus":0.01658559339323492,"score_gpt":0.2153645644832195,"score_spread":0.19877897108998457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389916231","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":[0.94136053,0.0012072203,0.0005330677,0.05208643,0.000778607,0.0002226294,0.00069309864,0.00002068444,0.0030977053],"genre_scores_gemma":[0.9943727,0.0014068673,0.000037142414,0.0018311741,0.0013738383,0.00000726753,0.000013027549,0.000029729084,0.0009282175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981789,0.00003155881,0.0010754421,0.00024041283,0.000027221766,0.00044645174],"domain_scores_gemma":[0.99814653,0.00023085812,0.00097615196,0.00030187384,0.00001599278,0.0003286184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085192,0.00021727447,0.000658878,0.00048380706,0.0001861691,0.00015267296,0.0003756901,0.000103894316,0.00014147628],"category_scores_gemma":[0.00016624472,0.00018695102,0.0002804612,0.00011470594,0.00011270261,0.00027219695,0.00005434969,0.00026841287,0.00022893414],"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":[0.0004885591,0.00009369281,0.076799124,0.000056054225,0.0022632813,0.00013862803,0.0017967231,0.11949722,0.000028184584,0.7541247,0.015046168,0.029667677],"study_design_scores_gemma":[0.00262789,0.00020365413,0.03940883,0.000016135808,0.00005105136,0.00019723554,0.00035248214,0.79118913,0.0000024347883,0.1567366,0.0088777505,0.00033681976],"about_ca_topic_score_codex":0.0021827389,"about_ca_topic_score_gemma":0.0003601312,"teacher_disagreement_score":0.6716919,"about_ca_system_score_codex":0.00029879942,"about_ca_system_score_gemma":0.000120510114,"threshold_uncertainty_score":0.76236415},"labels":[],"label_agreement":null},{"id":"W4392382133","doi":"10.1016/j.jedc.2024.104842","title":"The simple macroeconometrics of the quantity theory and the welfare cost of inflation","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","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":"University of Victoria","funders":"Victoria University","keywords":"Economics; Univariate; Econometrics; Inflation (cosmology); Money supply; Welfare; Demand for money; Homogeneity (statistics); Autoregressive model; Mathematical economics; Interest rate; Macroeconomics; Mathematics; Multivariate statistics; Statistics","score_opus":0.013602780115364097,"score_gpt":0.21951301914565477,"score_spread":0.20591023903029068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392382133","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":[0.9745553,0.012902151,0.0032209838,0.0058927354,0.0009426615,0.0003431614,0.0005175627,0.0000034893449,0.0016219642],"genre_scores_gemma":[0.9971978,0.0023585693,0.000012195208,0.00012747644,0.00013745071,0.0000038119576,0.0000015807922,0.000013323198,0.00014778247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983737,0.0000771076,0.0012032699,0.00014385974,0.0000247417,0.0001773182],"domain_scores_gemma":[0.99742556,0.0010743281,0.0011627873,0.00026097504,0.000021463302,0.000054893277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003608161,0.00013173265,0.00053482916,0.00017746231,0.00019415286,0.00015222357,0.00031780897,0.000072443996,0.000053852415],"category_scores_gemma":[0.0002328576,0.000077388904,0.00026259996,0.00008767178,0.00040063527,0.0002704884,0.00006433002,0.00022869179,0.000004771059],"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":[0.00026053362,0.000010219547,0.028507106,0.000037196496,0.00035045328,4.0667595e-7,0.00021410275,0.0032090573,0.0000020595676,0.9599263,0.000103049744,0.007379478],"study_design_scores_gemma":[0.0031140721,0.00012631755,0.08777396,0.00003372104,0.00011495499,0.0000581134,0.0004236325,0.62369466,0.00001001879,0.27208322,0.01238788,0.00017945807],"about_ca_topic_score_codex":0.00024981913,"about_ca_topic_score_gemma":0.00020102486,"teacher_disagreement_score":0.6878431,"about_ca_system_score_codex":0.00010646876,"about_ca_system_score_gemma":0.00003880267,"threshold_uncertainty_score":0.31558278},"labels":[],"label_agreement":null},{"id":"W4392602700","doi":"10.1016/j.jedc.2024.104849","title":"International transmission of quantitative easing policies: Evidence from Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Quantitative easing; Economics; Monetary policy; Monetary economics; Transmission (telecommunications); Macroeconomics; Keynesian economics; International economics; Central bank; Computer science; Telecommunications","score_opus":0.037978828109508006,"score_gpt":0.25315506151095724,"score_spread":0.21517623340144923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392602700","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":[0.95937985,0.010028509,0.021700233,0.0048078517,0.001529805,0.000070822374,0.00087769696,0.000004150132,0.0016011097],"genre_scores_gemma":[0.9969255,0.001918354,0.0006056794,0.000152305,0.00026666626,8.0346183e-7,0.0000048173524,0.00001304768,0.000112852314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986614,0.000014222569,0.0009765613,0.00017042657,0.000027093458,0.0001502758],"domain_scores_gemma":[0.9988891,0.00034637767,0.0005473899,0.00009673712,0.000016190677,0.00010422394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004567591,0.000120726814,0.0004752274,0.00020483058,0.00003292234,0.00009313865,0.00020461601,0.000053456173,0.00025641226],"category_scores_gemma":[0.00005516011,0.00012242922,0.0001411903,0.000030015377,0.00004442919,0.00049015833,0.000015116478,0.00015011585,0.000008927988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020073326,0.00019494217,0.25978613,0.0004220563,0.0070643914,0.00015480042,0.00799093,0.12085993,0.0016099875,0.51167256,0.007070019,0.081166945],"study_design_scores_gemma":[0.0007113597,0.00012618836,0.014882998,0.00023339028,0.000035501944,0.000030591054,0.00020777021,0.9634567,0.00003019069,0.01331879,0.006796499,0.0001700218],"about_ca_topic_score_codex":0.19789144,"about_ca_topic_score_gemma":0.018995646,"teacher_disagreement_score":0.84259677,"about_ca_system_score_codex":0.00040627696,"about_ca_system_score_gemma":0.00016478694,"threshold_uncertainty_score":0.9989051},"labels":[],"label_agreement":null},{"id":"W4394580088","doi":"10.1016/j.jedc.2024.104858","title":"Gender specific distortions, entrepreneurship and misallocation","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Labor market dynamics and wage inequality","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 Alberta","funders":"","keywords":"Entrepreneurship; Productivity; Margin (machine learning); Economics; Aggregate (composite); Distribution (mathematics); Aggregate data; Market share; Labour economics; Demographic economics; Macroeconomics","score_opus":0.01862700112797999,"score_gpt":0.22068702469517457,"score_spread":0.20206002356719457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394580088","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":[0.9255784,0.030659245,0.035376735,0.0025578286,0.0018986984,0.00014009715,0.00033634307,0.000018353736,0.0034342874],"genre_scores_gemma":[0.9953304,0.0037756194,0.00015573205,0.000105381565,0.00033714372,0.0000027632223,0.0000074250606,0.000019140396,0.00026640392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875087,0.000021140393,0.0007963467,0.00024948036,0.000025104764,0.00015707011],"domain_scores_gemma":[0.9992412,0.00012662385,0.00034938366,0.00014320151,0.000025766936,0.00011383156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090177846,0.00013049238,0.00036394087,0.00020613277,0.00005616763,0.0002733155,0.0001040074,0.000074599084,0.000073113435],"category_scores_gemma":[0.000029708433,0.00013283115,0.000113075504,0.0000476101,0.00005517247,0.00025941603,0.00002236581,0.00017228443,0.000018133875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037140468,0.000023718425,0.047014855,0.000040665698,0.00013917606,0.000012457109,0.00011299685,0.00011373766,0.00001244714,0.9448153,0.00009790965,0.007579608],"study_design_scores_gemma":[0.0017271308,0.00013522209,0.078956105,0.000054283482,0.00006380005,0.00018117693,0.0001236499,0.3136715,0.0000019402291,0.5748909,0.029773587,0.00042071464],"about_ca_topic_score_codex":0.000028519209,"about_ca_topic_score_gemma":0.000029026718,"teacher_disagreement_score":0.3699244,"about_ca_system_score_codex":0.00021533774,"about_ca_system_score_gemma":0.00003950752,"threshold_uncertainty_score":0.5416697},"labels":[],"label_agreement":null},{"id":"W4394744730","doi":"10.1016/j.jedc.2024.104854","title":"Inflation targeting and firm performance in developing countries","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Endogeneity; Economics; Inflation targeting; Monetary economics; Productivity; Inflation (cosmology); Developing country; Econometrics; Panel data; Macroeconomics; Monetary policy","score_opus":0.008318595737380238,"score_gpt":0.1944206930813798,"score_spread":0.18610209734399957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394744730","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":[0.9828881,0.009386849,0.002700737,0.0030306105,0.0007011059,0.00008099683,0.000032782034,0.000006374012,0.0011724613],"genre_scores_gemma":[0.9950823,0.004163322,0.00027943906,0.00014680748,0.00024317467,0.0000024752696,0.0000020135894,0.0000117953905,0.00006863611],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889433,0.000009488606,0.0007310654,0.00019236338,0.0000115739485,0.00016117714],"domain_scores_gemma":[0.9994673,0.0001019689,0.0003059646,0.00005994382,0.0000148484905,0.00004997886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011606063,0.00010667802,0.00035978842,0.00027604334,0.000052016396,0.00016503493,0.00006855916,0.00006300002,0.000021388294],"category_scores_gemma":[0.000032814754,0.000116490686,0.000043261905,0.000040068688,0.000041966163,0.0006940881,0.000020887739,0.0001637475,0.000016369662],"study_design_candidate":"observational","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":[0.000054060565,0.0000063504635,0.6280459,0.00013462594,0.000074501455,0.000006260485,0.0003483587,0.0006785425,0.000005311128,0.36539197,0.00005919463,0.00519492],"study_design_scores_gemma":[0.001308725,0.00011005532,0.2274705,0.00012011545,0.000013400816,0.000079707876,0.00008170233,0.707454,0.000008531814,0.038437236,0.02461586,0.00030013433],"about_ca_topic_score_codex":0.000027551265,"about_ca_topic_score_gemma":0.0000617232,"teacher_disagreement_score":0.7067755,"about_ca_system_score_codex":0.00023687542,"about_ca_system_score_gemma":0.000061818806,"threshold_uncertainty_score":0.47503525},"labels":[],"label_agreement":null},{"id":"W4400082580","doi":"10.1016/j.jedc.2024.104904","title":"Nominal exchange rates and heterogeneous beliefs","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Lethbridge; McGill University","funders":"","keywords":"Econometrics; Economics","score_opus":0.021713388780647592,"score_gpt":0.2230226497202299,"score_spread":0.2013092609395823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400082580","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":[0.9532403,0.03604944,0.003923837,0.0029016996,0.001279921,0.00013576217,0.0004216134,0.00001409268,0.0020333421],"genre_scores_gemma":[0.9954733,0.0026126856,0.00013509017,0.00036185858,0.00072573713,0.0000033552105,0.0000037800567,0.000026548683,0.00065762625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985989,0.000013510879,0.0008422877,0.00026056325,0.000014329381,0.0002704604],"domain_scores_gemma":[0.9991955,0.00011711264,0.00036599845,0.00012870136,0.0000075495695,0.00018510218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823182,0.00018759414,0.00058630004,0.00031387113,0.00007121454,0.0002863509,0.0001312403,0.00009680749,0.00023832094],"category_scores_gemma":[0.000018309853,0.000192191,0.000162478,0.00002700481,0.00007762655,0.00041758225,0.000033752938,0.00019471538,0.00009473494],"study_design_candidate":"simulation_or_modeling","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":[0.00092722895,0.00026506014,0.12559134,0.0009771285,0.0051109116,0.00057824916,0.0036585054,0.021288112,0.00015177178,0.7057569,0.007346935,0.12834787],"study_design_scores_gemma":[0.0016935978,0.00042219,0.00651989,0.00005647947,0.00005499225,0.0009770513,0.00005324022,0.9330501,0.000008545687,0.03815337,0.01864679,0.0003637836],"about_ca_topic_score_codex":0.0001590859,"about_ca_topic_score_gemma":0.00007902521,"teacher_disagreement_score":0.91176194,"about_ca_system_score_codex":0.00016969946,"about_ca_system_score_gemma":0.000026303487,"threshold_uncertainty_score":0.7837322},"labels":[],"label_agreement":null},{"id":"W4401328577","doi":"10.1016/j.jedc.2024.104925","title":"International portfolio rebalancing and fiscal policy spillovers","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Portfolio; Fiscal policy; Macroeconomics; Monetary economics; International economics; Financial economics","score_opus":0.013000057118084954,"score_gpt":0.22263822901149585,"score_spread":0.20963817189341089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401328577","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":[0.94093114,0.0046938527,0.0052900957,0.0124283,0.0026316254,0.00011742802,0.0005251158,0.000018420356,0.033364013],"genre_scores_gemma":[0.9950581,0.0020756922,0.0001545049,0.0004857627,0.00125564,0.0000012134516,0.0000048221673,0.000019390647,0.0009448337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987387,0.0000076393535,0.000795494,0.00021959616,0.00001879847,0.00021974272],"domain_scores_gemma":[0.99928457,0.00007691447,0.00037062808,0.0001032157,0.0000062494246,0.00015843639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060440134,0.00014636395,0.0004382112,0.00048576837,0.000046779805,0.00026764296,0.00014384379,0.00008286717,0.0002137596],"category_scores_gemma":[0.000047157755,0.00015286541,0.00014701705,0.00003478839,0.000059733215,0.0005446611,0.00003518429,0.00019782342,0.000049586604],"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":[0.00017825635,0.000040138653,0.12430092,0.000066112,0.001222141,0.000082512146,0.0004408967,0.0034107948,0.000031440795,0.83917874,0.0042556296,0.026792392],"study_design_scores_gemma":[0.0016449899,0.00016313592,0.024518548,0.00004870733,0.00003267049,0.00061575015,0.00008929567,0.8653881,0.000002477485,0.05212745,0.055088535,0.00028033124],"about_ca_topic_score_codex":0.0002689816,"about_ca_topic_score_gemma":0.00002508902,"teacher_disagreement_score":0.86197734,"about_ca_system_score_codex":0.00032761417,"about_ca_system_score_gemma":0.000037042075,"threshold_uncertainty_score":0.6233671},"labels":[],"label_agreement":null},{"id":"W4401907943","doi":"10.1016/j.jedc.2024.104933","title":"Corrigendum to “Applications of Markov chain approximation methods to optimal control problems in economics” [Journal of Economic Dynamics and Control, 143:104437, October 2022]","year":2024,"lang":"en","type":"erratum","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Markov chain; Economics; Control (management); Dynamics (music); Mathematical economics; Econometrics; Computer science; Physics; Management; Machine learning","score_opus":0.010355050409013494,"score_gpt":0.2444607558909037,"score_spread":0.23410570548189022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401907943","genre_codex":"methods","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":[0.07689961,0.02106491,0.8337015,0.0063735046,0.036152743,0.0048927455,0.013733875,0.000032754502,0.0071483725],"genre_scores_gemma":[0.9483751,0.012039276,0.012817792,0.0011160845,0.0045045065,0.00034494186,0.00018337714,0.00048111836,0.02013781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9921827,0.00015313852,0.0058556995,0.00096594903,0.000072472474,0.0007700852],"domain_scores_gemma":[0.99202603,0.00040112596,0.0060460125,0.0006791386,0.0002221381,0.0006255753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0054391427,0.0008591216,0.004143699,0.0023499005,0.00011249357,0.00038330862,0.0009976822,0.00079772813,0.00011649958],"category_scores_gemma":[0.000108072694,0.0009625113,0.0007943719,0.00016755999,0.00021019744,0.0006710072,0.00020274521,0.0013915675,0.000034997953],"study_design_candidate":"simulation_or_modeling","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":[0.0032173307,0.00067049067,0.008576847,0.001485093,0.0071587525,0.00003085997,0.0035848827,0.21100813,0.000082128674,0.66662145,0.02951097,0.068053044],"study_design_scores_gemma":[0.007946514,0.0011960213,0.000736567,0.00037974227,0.0004913302,0.0002467526,0.00089543173,0.90154463,0.000005166786,0.048752524,0.03659439,0.0012109416],"about_ca_topic_score_codex":0.00047624813,"about_ca_topic_score_gemma":0.002139609,"teacher_disagreement_score":0.87147546,"about_ca_system_score_codex":0.0024207977,"about_ca_system_score_gemma":0.00068701815,"threshold_uncertainty_score":0.99928254},"labels":[],"label_agreement":null},{"id":"W4401972700","doi":"10.1016/j.jedc.2024.104945","title":"Consumption dynamics and welfare under non-Gaussian earnings risk","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Earnings; Welfare; Consumption (sociology); Dynamics (music); Econometrics; Gaussian; Physics; Finance; Market economy","score_opus":0.004412552125279862,"score_gpt":0.20510208389611354,"score_spread":0.20068953177083368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401972700","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":[0.9926578,0.00059944286,0.0034887823,0.0018870409,0.00060882856,0.00010871536,0.000023380893,0.000018603709,0.0006074045],"genre_scores_gemma":[0.99821377,0.0004111811,0.00007431968,0.00027356547,0.00068824075,0.0000018340095,0.000018726514,0.000025417758,0.000292962],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895,0.000012760598,0.0005355967,0.00021517428,0.000098931814,0.0001875059],"domain_scores_gemma":[0.9991855,0.00005847995,0.00054068305,0.00010285137,0.000081416256,0.000031075535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005886227,0.00018055708,0.00037441,0.00039153,0.0001903635,0.00068086974,0.00011028115,0.0000830288,0.00015947882],"category_scores_gemma":[0.00002935985,0.00015806209,0.00014772982,0.00008089412,0.00006587195,0.0009721073,0.00005644105,0.00026264667,0.00003875002],"study_design_candidate":"observational","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":[0.000108291686,0.000023022187,0.85845524,0.00015545951,0.00017887197,0.000032887576,0.000037362923,0.0010655758,0.000020365616,0.1263503,0.00022759536,0.013345059],"study_design_scores_gemma":[0.00077291735,0.000023669245,0.24257568,0.00008489759,0.00038234488,0.000018276496,0.00011402889,0.7511861,1.6683306e-7,0.002930456,0.0017579396,0.00015354287],"about_ca_topic_score_codex":0.00025588315,"about_ca_topic_score_gemma":0.0008385317,"teacher_disagreement_score":0.7501205,"about_ca_system_score_codex":0.00015797537,"about_ca_system_score_gemma":0.000028744282,"threshold_uncertainty_score":0.65656424},"labels":[],"label_agreement":null},{"id":"W4402218122","doi":"10.1016/j.jedc.2024.104958","title":"Living arrangements and labor market volatility of young workers","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":5,"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 Toronto","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Alliance de recherche numérique du Canada; Institució Catalana de Recerca i Estudis Avançats","keywords":"Economics; Volatility (finance); Labour economics; Financial economics","score_opus":0.00813710720826489,"score_gpt":0.21362880390908368,"score_spread":0.2054916967008188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402218122","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":[0.98279727,0.0064262934,0.0040253145,0.0005784579,0.0010721786,0.00012162076,0.0005876989,0.00000785018,0.0043833265],"genre_scores_gemma":[0.9979426,0.0010961678,0.00023061801,0.00006264073,0.0001551915,0.0000024461806,0.0000017649287,0.00002007569,0.00048844056],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983907,0.000035774374,0.0011003125,0.00024440303,0.00003450451,0.00019435566],"domain_scores_gemma":[0.9987854,0.00027355633,0.00062604516,0.000160646,0.000044487093,0.00010990349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002184466,0.0001572682,0.00060571823,0.00022974872,0.00004663576,0.00016843544,0.00014541202,0.000088627574,0.00018066168],"category_scores_gemma":[0.00008741164,0.00015854952,0.00014512682,0.000075080665,0.000079538746,0.00030983417,0.000051838084,0.00019718485,0.0000025866173],"study_design_candidate":"observational","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":[0.00009150515,0.0000385814,0.82849014,0.00014100975,0.0004181294,0.000011872721,0.000193702,0.00004113418,0.000009959237,0.16576055,0.00009873671,0.004704687],"study_design_scores_gemma":[0.0008823252,0.00012268056,0.3701708,0.00016317792,0.000058493966,0.000038729526,0.00017244573,0.5617782,5.440107e-7,0.06547838,0.0009161673,0.00021808136],"about_ca_topic_score_codex":0.00014947169,"about_ca_topic_score_gemma":0.0001475473,"teacher_disagreement_score":0.56173706,"about_ca_system_score_codex":0.00016121771,"about_ca_system_score_gemma":0.000051446437,"threshold_uncertainty_score":0.6465462},"labels":[],"label_agreement":null},{"id":"W4404025863","doi":"10.1016/j.jedc.2024.104986","title":"CANVAS: A Canadian behavioral agent-based model for monetary policy","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Monetary policy; Agent-based model; Microeconomics; Behavioral economics; Macroeconomics; Monetary economics; Keynesian economics; Computer science","score_opus":0.040173680858678916,"score_gpt":0.2492636816284419,"score_spread":0.20909000076976297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404025863","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":[0.8511328,0.007517073,0.11047125,0.017394708,0.0020963855,0.00065797917,0.008529472,0.000030912233,0.0021694317],"genre_scores_gemma":[0.99657536,0.00019142874,0.0005940694,0.0011102813,0.00066190143,0.000014093742,0.000028061539,0.000041785108,0.0007829961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982743,0.000008763051,0.00096333824,0.00027492532,0.000016973525,0.00046170075],"domain_scores_gemma":[0.9989511,0.000076122735,0.00035241627,0.00018144237,0.000014700168,0.00042423795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006339851,0.00021358117,0.0006085002,0.00086397195,0.00010470349,0.00022965272,0.00021796838,0.00013576158,0.00007800018],"category_scores_gemma":[0.000023075418,0.000237127,0.00035265315,0.000048110596,0.000053153806,0.00038504862,0.000010854276,0.00019722343,0.00004659111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002777543,0.00009810624,0.018714294,0.00015146815,0.0008682663,0.000054976386,0.0006266711,0.5894216,0.000011654756,0.37236205,0.0059697307,0.011443435],"study_design_scores_gemma":[0.0013458992,0.00017969476,0.000831484,0.000022273502,0.0000515909,0.000041406547,0.000024942914,0.9663011,9.062135e-7,0.02644522,0.0045177126,0.00023780989],"about_ca_topic_score_codex":0.046749808,"about_ca_topic_score_gemma":0.062891945,"teacher_disagreement_score":0.37687948,"about_ca_system_score_codex":0.0010457236,"about_ca_system_score_gemma":0.00056154974,"threshold_uncertainty_score":0.9669758},"labels":[],"label_agreement":null},{"id":"W4404026197","doi":"10.1016/j.jedc.2024.104977","title":"Efficiency gains through social influence in a minimum effort game","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","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":"Simon Fraser University","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme; Universität Bielefeld; American Economic Association; Horizon 2020; Université Catholique de Louvain","keywords":"Economics; Microeconomics; Mathematical economics","score_opus":0.007024112944186906,"score_gpt":0.27603132613123776,"score_spread":0.26900721318705084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404026197","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":[0.9889819,0.00027511132,0.006959958,0.0008116737,0.0005079168,0.0001045906,0.0000684497,0.0000063631974,0.00228403],"genre_scores_gemma":[0.99919516,0.000045014578,0.000043782038,0.00011118635,0.000496894,0.0000044861026,0.0000027629403,0.000013860276,0.000086849395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894565,0.000022275139,0.0005672301,0.00016090799,0.00007513926,0.0002287873],"domain_scores_gemma":[0.9995325,0.00008741574,0.00020644802,0.00006664932,0.000045861878,0.00006108209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030705452,0.00014098953,0.00035176735,0.000100023,0.000063370615,0.00019292338,0.0001603574,0.000058087284,0.00003018772],"category_scores_gemma":[0.0000045765764,0.0001310271,0.00017208785,0.00007509829,0.00008708243,0.0003738445,0.000026925105,0.000284374,0.0000081395665],"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":[0.00007098898,0.00012600524,0.088324934,0.00004521049,0.0002569905,0.000034079523,0.0021790129,0.009873278,0.0001718575,0.88398755,0.00011137269,0.014818724],"study_design_scores_gemma":[0.0024695864,0.00019486394,0.03440948,0.00015981533,0.00007141204,0.000017965955,0.001033092,0.87057674,0.000004854667,0.08891398,0.0017545834,0.000393626],"about_ca_topic_score_codex":0.00012774822,"about_ca_topic_score_gemma":0.000039495295,"teacher_disagreement_score":0.86070347,"about_ca_system_score_codex":0.00013873041,"about_ca_system_score_gemma":0.00020926356,"threshold_uncertainty_score":0.534313},"labels":[],"label_agreement":null},{"id":"W4404026221","doi":"10.1016/j.jedc.2024.104978","title":"Introduction to the special issue on computational and experimental economics in memory of Jasmina Arifovic","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Bank of Canada","funders":"","keywords":"Economics; Neoclassical economics; Mathematical economics; Positive economics","score_opus":0.005974759156294946,"score_gpt":0.20624486299804376,"score_spread":0.20027010384174881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404026221","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":[0.97912836,0.0017832033,0.0020325608,0.010686809,0.0026353102,0.00021558155,0.00019009395,0.0000037791494,0.0033242868],"genre_scores_gemma":[0.9941359,0.00023817604,0.0001541359,0.00024352883,0.0048815277,0.0000050090503,0.0000032321125,0.000016922808,0.00032155393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987135,0.000014945121,0.0008670117,0.00024736836,0.000014619333,0.00014255551],"domain_scores_gemma":[0.99932915,0.00012616189,0.00033792213,0.00012114355,0.0000135452065,0.00007208846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007718982,0.00013193885,0.00045636384,0.00030441204,0.000043139826,0.000109496614,0.00013208698,0.000059708535,0.00015918924],"category_scores_gemma":[0.000017759881,0.00012403494,0.000095067175,0.000036858397,0.00007094417,0.00022514715,0.000034175777,0.00016577236,0.000036631212],"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":[0.00027438643,0.000053236847,0.00079453806,0.000020267455,0.00013374977,0.0000034835684,0.0009115724,0.13496444,0.0000060780217,0.8513341,0.0016169683,0.00988721],"study_design_scores_gemma":[0.0025146015,0.00074093067,0.0030183373,0.00005087708,0.000025415202,0.00011352955,0.0012330391,0.8281352,0.000043956414,0.11448311,0.049307562,0.00033344177],"about_ca_topic_score_codex":0.000047239726,"about_ca_topic_score_gemma":0.0000875107,"teacher_disagreement_score":0.736851,"about_ca_system_score_codex":0.00028100295,"about_ca_system_score_gemma":0.00004468679,"threshold_uncertainty_score":0.5057998},"labels":[],"label_agreement":null},{"id":"W4404058419","doi":"10.1016/j.jedc.2024.104982","title":"Is monetary and fiscal policy conflict that dire?","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Ontario Brain Institute","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Monetary policy; Fiscal policy; Monetary economics; Keynesian economics; Macroeconomics","score_opus":0.031741077069383734,"score_gpt":0.2355314323078919,"score_spread":0.20379035523850816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404058419","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":[0.9472379,0.024994098,0.0026576938,0.016778681,0.0010281592,0.00016617189,0.00093203806,0.000020326846,0.0061849123],"genre_scores_gemma":[0.9913675,0.004861615,0.00009765831,0.0014181414,0.0008536451,0.000002614773,0.000005168531,0.000031113726,0.0013625267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984297,0.000015237655,0.0008853603,0.00031457967,0.000022638069,0.0003324811],"domain_scores_gemma":[0.9989967,0.00014198356,0.0004218242,0.00018141764,0.000005664436,0.0002524406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065218477,0.0002307459,0.0007244841,0.0004935935,0.000081045284,0.00032678264,0.00017136117,0.00013508985,0.0002235799],"category_scores_gemma":[0.000023862152,0.00023313379,0.00023276778,0.00004366322,0.00011071271,0.0006013439,0.000042295942,0.00027719242,0.00010265911],"study_design_candidate":"simulation_or_modeling","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":[0.00039340332,0.00010488232,0.3053692,0.0002831072,0.0029045776,0.00013242324,0.002571421,0.0025752254,0.000031580912,0.6349316,0.01287743,0.03782514],"study_design_scores_gemma":[0.0018813406,0.00023789752,0.045213625,0.00005465733,0.000064492684,0.0004950968,0.000089909976,0.8480277,0.00000732549,0.055239752,0.048286162,0.00040200664],"about_ca_topic_score_codex":0.0005909354,"about_ca_topic_score_gemma":0.000049302722,"teacher_disagreement_score":0.8454525,"about_ca_system_score_codex":0.00021587711,"about_ca_system_score_gemma":0.000041620868,"threshold_uncertainty_score":0.950692},"labels":[],"label_agreement":null},{"id":"W4404059174","doi":"10.1016/j.jedc.2024.104984","title":"A Dynare toolbox for social learning expectations","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"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 Ottawa","funders":"Canada Research Chairs","keywords":"Toolbox; Economics; Social learning; Microeconomics; Mathematical economics; Computer science; Knowledge management","score_opus":0.03148984999340517,"score_gpt":0.40379236503647103,"score_spread":0.3723025150430659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404059174","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":[0.88492954,0.006867221,0.0686563,0.01974164,0.0051427367,0.00087271124,0.0002787742,0.000042058437,0.013469012],"genre_scores_gemma":[0.9959908,0.000023691535,0.00013321955,0.00007754598,0.0007814867,0.000022717839,0.0000048002153,0.000013755219,0.0029519915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930495,0.00005427668,0.0003212912,0.000097666794,0.000043151264,0.00017868631],"domain_scores_gemma":[0.9994545,0.000278841,0.00011449152,0.00003719443,0.000035869794,0.00007910711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039880452,0.00006180844,0.00017678054,0.00011456243,0.000117376236,0.000084832696,0.000071887094,0.0000551594,0.0001688561],"category_scores_gemma":[0.000023019924,0.00005710843,0.00010149083,0.000020811474,0.000028434994,0.00009149513,0.0000068697605,0.00023336463,0.000019689847],"study_design_candidate":"simulation_or_modeling","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":[0.0007681727,0.000092275135,0.0033083993,0.00023131646,0.00075231487,0.000081681676,0.006422985,0.00020999035,0.00006775845,0.58216286,0.005858567,0.4000437],"study_design_scores_gemma":[0.0069879056,0.0018437883,0.0067491126,0.000107687614,0.00016347069,0.00035442243,0.021042606,0.89859897,0.0000022739332,0.01723906,0.04659651,0.00031422413],"about_ca_topic_score_codex":0.000010048037,"about_ca_topic_score_gemma":0.00005395002,"teacher_disagreement_score":0.898389,"about_ca_system_score_codex":0.0002219822,"about_ca_system_score_gemma":0.000105362,"threshold_uncertainty_score":0.23288143},"labels":[],"label_agreement":null},{"id":"W4404095032","doi":"10.1016/j.jedc.2024.104992","title":"An individual evolutionary learning model meets Cournot","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Institute of Social and Economic Research, Memorial University of Newfoundland; Japan Society for the Promotion of Science; Université Côte d’Azur; Osaka University; Agence Nationale de la Recherche","keywords":"Cournot competition; Economics; Mathematical economics; Microeconomics; Neoclassical economics","score_opus":0.016328178663712646,"score_gpt":0.3136214771101777,"score_spread":0.297293298446465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404095032","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":[0.9863456,0.0041217753,0.0013566384,0.0028973897,0.00081074605,0.00010602802,0.000053949716,0.000026836358,0.004281043],"genre_scores_gemma":[0.9981097,0.00070966384,0.00040470136,0.00007597512,0.0003787539,0.0000029827647,0.0000024855235,0.0000126379055,0.00030309017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919105,0.000061032664,0.00034499966,0.00013311484,0.00008640307,0.00018340221],"domain_scores_gemma":[0.99953413,0.000080622885,0.0001622829,0.000048876343,0.000036748206,0.00013734301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074476696,0.00009451158,0.00023012732,0.00011234275,0.00029045087,0.00024406413,0.00016784348,0.00006664956,0.000029293127],"category_scores_gemma":[0.000013582217,0.00009382019,0.0000936755,0.00002211912,0.00015466016,0.00061924144,0.000025321093,0.0002185829,0.0000073897363],"study_design_candidate":"simulation_or_modeling","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":[0.00018912135,0.00019034761,0.046868015,0.000021840558,0.00073651806,0.00007054729,0.016877068,0.09622429,0.00093013357,0.79506636,0.0011842721,0.04164151],"study_design_scores_gemma":[0.0005994768,0.00020859351,0.0010831396,0.000028844564,0.00009742541,0.000023907476,0.0051086317,0.981271,0.000003383557,0.009737247,0.0016704453,0.00016787069],"about_ca_topic_score_codex":0.00015510738,"about_ca_topic_score_gemma":0.00049916346,"teacher_disagreement_score":0.8850467,"about_ca_system_score_codex":0.00048446673,"about_ca_system_score_gemma":0.00029028763,"threshold_uncertainty_score":0.38258764},"labels":[],"label_agreement":null},{"id":"W4408967189","doi":"10.1016/j.jedc.2025.105092","title":"Sentiment-driven speculation in financial markets with heterogeneous beliefs: A machine learning approach","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","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":"Bank of Canada","funders":"Environmental Professionals' Organization of Connecticut; H2020 Marie Skłodowska-Curie Actions; Horizon 2020; Horizon 2020 Framework Programme; European Commission","keywords":"Speculation; Financial market; Economics; Financial economics; Financial innovation; Microeconomics; Finance","score_opus":0.005010745934055124,"score_gpt":0.18019466860829597,"score_spread":0.17518392267424085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408967189","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":[0.94364065,0.0030928059,0.044963114,0.0005643043,0.00023591504,0.00023276161,0.000065555876,0.000006957055,0.00719791],"genre_scores_gemma":[0.9984114,0.0001682285,0.00040913728,0.00006376402,0.0000855406,0.0000046863292,0.000008499426,0.000011172934,0.00083757326],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872094,0.000026293965,0.0008389797,0.00021417088,0.000023882669,0.00017574991],"domain_scores_gemma":[0.9990812,0.000035404108,0.000690284,0.000115353534,0.000026916878,0.00005086226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045361317,0.00013930914,0.00062910334,0.00042401734,0.000073668016,0.00009886155,0.00011767235,0.000063214495,0.000061851155],"category_scores_gemma":[0.000019139788,0.00013762496,0.00013173987,0.00010887295,0.000029503808,0.00014927602,0.000029944022,0.00018364826,0.0000048461266],"study_design_candidate":"simulation_or_modeling","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":[0.00059951807,0.00017546838,0.6277159,0.00007681974,0.000803707,0.000035531368,0.00019489526,0.19888288,0.000012927466,0.16700034,0.000043366705,0.004458661],"study_design_scores_gemma":[0.0027201318,0.00012129458,0.039405353,0.00003869809,0.00003590067,0.00004405777,0.000043305932,0.9525807,7.740733e-7,0.00317345,0.0016825914,0.00015373626],"about_ca_topic_score_codex":0.00023193429,"about_ca_topic_score_gemma":0.0005834567,"teacher_disagreement_score":0.7536978,"about_ca_system_score_codex":0.00024205439,"about_ca_system_score_gemma":0.000040847957,"threshold_uncertainty_score":0.5612183},"labels":[],"label_agreement":null},{"id":"W4410858956","doi":"10.1016/j.jedc.2025.105127","title":"Optimal multi-period leverage-constrained portfolios: A neural network approach","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leverage (statistics); Economics; Period (music); Artificial neural network; Econometrics; Mathematical optimization; Computer science; Mathematics; Artificial intelligence","score_opus":0.01067562563557875,"score_gpt":0.21472294036454836,"score_spread":0.20404731472896961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410858956","genre_codex":"methods","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":[0.05504056,0.0029620542,0.93688613,0.0011206777,0.0005577829,0.00021601505,0.00014411846,0.000010521799,0.0030621372],"genre_scores_gemma":[0.989087,0.00009700845,0.009743989,0.00037691716,0.0003211274,0.00002157316,0.0000059549143,0.000014566191,0.00033186178],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984381,0.000004875727,0.0010046498,0.0002567342,0.000018729917,0.0002769181],"domain_scores_gemma":[0.99887276,0.000053033888,0.0007569384,0.00016685159,0.00005017353,0.00010023614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045018393,0.00017185083,0.0006413765,0.00019076919,0.00021673541,0.00010080006,0.0002522969,0.00010710899,0.000019781222],"category_scores_gemma":[0.00004841118,0.00018375824,0.00019000165,0.00011471267,0.00009030437,0.00018440554,0.000056107918,0.00022672351,0.0000075387375],"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":[0.00009158774,0.00009594233,0.0053802086,0.000021603277,0.00019795609,0.000004925869,0.0000808155,0.020515226,0.000003197126,0.96985745,0.000108168926,0.003642911],"study_design_scores_gemma":[0.0030280948,0.00009460124,0.008839183,0.000018857398,0.00004632198,0.000088483655,0.00012391432,0.9332983,3.5361433e-7,0.0528476,0.0013998144,0.00021451082],"about_ca_topic_score_codex":0.000033005093,"about_ca_topic_score_gemma":0.000016145555,"teacher_disagreement_score":0.93404645,"about_ca_system_score_codex":0.00013529841,"about_ca_system_score_gemma":0.00010554756,"threshold_uncertainty_score":0.74934435},"labels":[],"label_agreement":null},{"id":"W4412628197","doi":"10.1016/j.jedc.2025.105146","title":"Monetary policy transmission with endogenous central bank responses in TANK","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Monetary policy; Endogeny; Monetary economics; Central bank; Quantitative easing; Transmission (telecommunications); Forward guidance; Macroeconomics; Microeconomics; Inflation targeting; Credit channel; Biology; Engineering; Endocrinology","score_opus":0.017483231002339464,"score_gpt":0.21179859167713463,"score_spread":0.19431536067479516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412628197","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":[0.9743246,0.004235986,0.0081845885,0.0055651716,0.0002898766,0.00022304812,0.0002130299,0.0000073007886,0.006956429],"genre_scores_gemma":[0.9967486,0.0014138932,0.0002988232,0.0007049861,0.00019523149,0.0000037067236,0.000004139078,0.000017267084,0.00061330496],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981516,0.00003518511,0.001111876,0.0002519456,0.00001916012,0.0004302545],"domain_scores_gemma":[0.9989309,0.0001422313,0.00056421786,0.00018786998,0.00000988129,0.0001649329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006293935,0.00020944049,0.00077274645,0.00083479966,0.000074322576,0.00008604456,0.00022273119,0.000114400325,0.00007612775],"category_scores_gemma":[0.000034846013,0.00020320628,0.00015295316,0.000097502125,0.00007464935,0.0003506466,0.000016999675,0.0002644706,0.000011510868],"study_design_candidate":"observational","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":[0.0055049476,0.0003447049,0.6254396,0.000121935016,0.0011204067,0.00017501441,0.0010390434,0.073110715,0.00014111584,0.26044524,0.0004117945,0.03214552],"study_design_scores_gemma":[0.014058553,0.00087823527,0.2845142,0.00017174587,0.00007999528,0.00045141773,0.00022377992,0.62931097,0.000037938305,0.060474005,0.009131279,0.0006679352],"about_ca_topic_score_codex":0.00119542,"about_ca_topic_score_gemma":0.00028633498,"teacher_disagreement_score":0.5562002,"about_ca_system_score_codex":0.0005191495,"about_ca_system_score_gemma":0.00017693214,"threshold_uncertainty_score":0.82865113},"labels":[],"label_agreement":null},{"id":"W4413890426","doi":"10.1016/j.jedc.2025.105167","title":"The evolution of income and wealth inequality in China","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Xiamen University; Shanghai University of Finance and Economics; Beijing Normal University; McMaster University","keywords":"Economics; Economic inequality; Inequality; China; Income inequality metrics; Neoclassical economics; Labour economics; Mathematics","score_opus":0.0029402291690650674,"score_gpt":0.21212820663598647,"score_spread":0.20918797746692142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413890426","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":[0.99731153,0.00060214987,0.0004312842,0.00084875646,0.0001942241,0.000078632926,0.0000025772392,0.000001615755,0.0005292063],"genre_scores_gemma":[0.99957246,0.0001279081,0.000015275682,0.000093301314,0.00012665732,9.2183495e-7,8.8363e-7,0.0000031116006,0.000059486196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999193,0.000017078435,0.00056780456,0.000077079625,0.000049276954,0.00009574946],"domain_scores_gemma":[0.99917597,0.000075320415,0.0005930815,0.000082398,0.00006624158,0.0000069693315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011033148,0.00006988314,0.00027090937,0.00023812223,0.00008126444,0.00008409403,0.00010071505,0.000030677304,0.0000045997094],"category_scores_gemma":[0.00008269675,0.000051401126,0.000057160654,0.00010491558,0.000045599096,0.0003317881,0.00004777374,0.00009435126,6.3387023e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097210715,0.000012766463,0.8576619,0.00003466358,0.000016220385,6.172581e-7,0.000008731273,0.00015394205,0.0000133379435,0.13966168,0.000014723644,0.0023241853],"study_design_scores_gemma":[0.00087280147,0.000010642685,0.7518533,0.000050799285,0.000044281744,5.831755e-7,0.000065895474,0.22570032,2.1855331e-7,0.021202762,0.00016053792,0.00003786874],"about_ca_topic_score_codex":0.0011664594,"about_ca_topic_score_gemma":0.0032479174,"teacher_disagreement_score":0.22554637,"about_ca_system_score_codex":0.000143558,"about_ca_system_score_gemma":0.000053554788,"threshold_uncertainty_score":0.2096077},"labels":[],"label_agreement":null},{"id":"W4415830435","doi":"10.1016/j.jedc.2025.105203","title":"Do factor models capture both sentiment and limited attention?","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Central Indiana Community Foundation; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China; Saint Mary’s University","keywords":"Stock (firearms); Valuation (finance); Factor (programming language); Factor analysis; Sentiment analysis","score_opus":0.01148250164169694,"score_gpt":0.20606460072979246,"score_spread":0.1945820990880955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415830435","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":[0.94630337,0.009948142,0.015379216,0.0035124584,0.0011074756,0.00025013805,0.00028936216,0.000009667629,0.023200164],"genre_scores_gemma":[0.99643147,0.0016738987,0.00016776966,0.00042760884,0.00008236187,0.0000036081258,0.0000027959343,0.000009814469,0.0012006914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887663,0.00001225812,0.0007171902,0.00020280552,0.000019149787,0.00017199002],"domain_scores_gemma":[0.999189,0.000047009555,0.00053893443,0.000120082485,0.000028569866,0.00007638438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003029348,0.00014823624,0.00049186975,0.00024460495,0.000086486776,0.0002109601,0.000109922395,0.000093098286,0.000042221815],"category_scores_gemma":[0.000014271292,0.00014597861,0.000120571494,0.000040515806,0.000061609484,0.0003882857,0.000032013366,0.00014591096,0.0000040614477],"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":[0.00007180335,0.00004406736,0.034612097,0.000026662008,0.00023164028,0.0000034794073,0.00006293409,0.00039832693,0.000014062456,0.96256536,0.0004377819,0.0015318134],"study_design_scores_gemma":[0.0043717814,0.00021332716,0.13108177,0.00008944606,0.00007014658,0.0000243302,0.00030966208,0.42951807,0.0000018197194,0.42925474,0.0047107353,0.0003541447],"about_ca_topic_score_codex":0.00005820753,"about_ca_topic_score_gemma":0.00003124587,"teacher_disagreement_score":0.5333106,"about_ca_system_score_codex":0.0001386375,"about_ca_system_score_gemma":0.00004446788,"threshold_uncertainty_score":0.5952835},"labels":[],"label_agreement":null},{"id":"W4416668074","doi":"10.1016/j.jedc.2025.105202","title":"Private versus social responses to a pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Center for Interuniversity Research and Analysis on Organizations","funders":"Social Sciences and Humanities Research Council of Canada; Ministerio de Ciencia, Innovación y Universidades; Carleton University","keywords":"Social planner; Socioeconomic status; Pandemic; Welfare; Planner; Social cost; Social Welfare; Economic cost; Transmission (telecommunications)","score_opus":0.10408675603251763,"score_gpt":0.40577613774587096,"score_spread":0.30168938171335336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416668074","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":[0.96931225,0.00018199833,0.01769985,0.011599001,0.00045842852,0.00014357605,0.000022089325,0.000012600103,0.00057023164],"genre_scores_gemma":[0.99755603,0.000095576936,0.00070979045,0.0010890247,0.0001880477,0.0000052150726,1.5690776e-7,0.000005969008,0.00035016364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990247,0.00009214708,0.00055418746,0.000118428296,0.000042458934,0.00016809105],"domain_scores_gemma":[0.996318,0.0031891128,0.0003081176,0.000079478166,0.0000444066,0.000060912098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010589635,0.00010908033,0.0005270851,0.00010408586,0.00010599275,0.000030962277,0.00015262522,0.000068833906,0.00001121219],"category_scores_gemma":[0.0019973516,0.000085415675,0.00013734253,0.000037579597,0.00004799976,0.00004673303,0.000075676115,0.00015670406,0.0000034146585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009384307,0.00011147881,0.11569862,0.00008377609,0.0014832534,0.000021719125,0.00031286696,0.0002206011,0.00025011008,0.83244526,0.0072678025,0.03272022],"study_design_scores_gemma":[0.015249272,0.001055754,0.1435343,0.00013648851,0.0006036985,0.000021661726,0.00049774535,0.033551827,0.0000068612208,0.7859161,0.018941231,0.00048506222],"about_ca_topic_score_codex":0.000009519449,"about_ca_topic_score_gemma":0.00011469014,"teacher_disagreement_score":0.046529163,"about_ca_system_score_codex":0.00036799547,"about_ca_system_score_gemma":0.0000837122,"threshold_uncertainty_score":0.348315},"labels":[],"label_agreement":null},{"id":"W7083598727","doi":"10.1016/j.jedc.2025.105185","title":"Pandemic consumption","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Burns Memorial Fund; Universität zu Köln; Deutsche Forschungsgemeinschaft","keywords":"Consumption (sociology); Pandemic; Coronavirus disease 2019 (COVID-19); German; Risk of infection; Durable good; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score_opus":0.008430988907101599,"score_gpt":0.21801333292410405,"score_spread":0.20958234401700246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083598727","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":[0.9888808,0.0038541357,0.0011458329,0.00045986415,0.0005414456,0.000042442935,0.00002200588,0.0000043831906,0.0050490526],"genre_scores_gemma":[0.9979904,0.0014178661,0.000046282126,0.00022549812,0.0000718215,1.0714724e-7,0.0000013960113,7.2165955e-7,0.0002458528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995707,0.00001767151,0.0002335189,0.000060455142,0.000027464961,0.00009017484],"domain_scores_gemma":[0.99961424,0.00015663636,0.00013360755,0.000042479653,0.000018332597,0.00003470582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024518653,0.000055055352,0.00017905864,0.000074778574,0.0000590138,0.000032181135,0.00006193362,0.00003037589,0.0001616033],"category_scores_gemma":[0.000012234223,0.000042895466,0.000051058432,0.000015443686,0.000043914526,0.0000843031,0.0000032704409,0.00008714791,0.000015529266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004582801,0.0000024865235,0.9015616,0.000005119328,0.00008660977,0.00000249077,0.000010020794,0.00042224608,0.000002259703,0.0018846379,0.00008941413,0.09588725],"study_design_scores_gemma":[0.0011470991,0.000077981254,0.9144246,0.000019813648,0.000049245657,0.00003877082,0.000056702836,0.07966306,9.991318e-7,0.0034665358,0.001001302,0.00005386703],"about_ca_topic_score_codex":0.000076868135,"about_ca_topic_score_gemma":0.0020270145,"teacher_disagreement_score":0.09583338,"about_ca_system_score_codex":0.000009994548,"about_ca_system_score_gemma":0.00005036388,"threshold_uncertainty_score":0.17694429},"labels":[],"label_agreement":null}]}