{"meta":{"query_hash":"cd2b25182f78","filters":{"topic":"Financial Literacy, Pension, Retirement Analysis"},"cohort_total":1603,"direct_labels_cover":6,"predictions_cover":1603,"exported":1603,"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/cd2b25182f78","api":"https://metacan.xera.ac/api/v1/cohort?topic=Financial+Literacy%2C+Pension%2C+Retirement+Analysis"},"results":[{"id":"W1015800782","doi":"10.1017/cbo9780511753855.013","title":"Final Words","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Payroll; Pension; Investment (military); Scrutiny; Plan (archaeology); State (computer science); Witness; Employee Retirement Income Security Act; Rate of return; Pension plan; Business; Asset (computer security); Finance; Social security; Economics; Accounting; Political science; Politics; Market economy; Law","score_opus":0.022320791480512955,"score_gpt":0.18564902655448146,"score_spread":0.1633282350739685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1015800782","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020473998,0.00009749726,0.000072758536,0.000017284392,0.0003546097,0.00033348304,0.000061237006,0.00025110657,0.9967646],"genre_scores_gemma":[0.0053590136,0.00001491281,0.000058825015,0.00032964334,0.0015318493,7.6963033e-7,0.00043758293,0.00008184819,0.99218553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980358,0.000008319769,0.00033028898,0.00069590635,0.00051949214,0.00041020205],"domain_scores_gemma":[0.9984108,0.000028962297,0.0005366978,0.0006369457,0.0003573271,0.00002926982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013761278,0.0005542332,0.0005766119,0.0006326921,0.00035440936,0.00022898325,0.00066228444,0.00037004187,0.00009893385],"category_scores_gemma":[0.000014823233,0.0006615678,0.00047012695,0.00004149464,0.00019215363,0.0004616439,0.0006665298,0.000434045,0.00033962823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006978472,0.000013407375,0.00044604906,0.0001318917,0.000036383957,0.00031506486,0.0000031139639,0.0000075421176,0.0000101765645,0.7147659,0.28381163,0.00038903786],"study_design_scores_gemma":[0.0005079142,0.000007898758,0.0007395959,0.0002040412,0.0006806366,0.0000018904374,0.000005432016,0.00032338308,0.00001168653,0.000056254372,0.9967616,0.0006996573],"about_ca_topic_score_codex":0.001743297,"about_ca_topic_score_gemma":0.00004099148,"teacher_disagreement_score":0.71470964,"about_ca_system_score_codex":0.00016887861,"about_ca_system_score_gemma":0.000055032877,"threshold_uncertainty_score":0.99958354},"labels":[],"label_agreement":null},{"id":"W103946500","doi":"10.1016/s1574-0722(07)00088-1","title":"Chapter 88 Voluntary Provision of Public Goods","year":2008,"lang":"en","type":"book-chapter","venue":"Handbook of experimental economics results","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McMaster University","funders":"","keywords":"Public good; Redistribution (election); Neutrality; Equity (law); Public economics; Economics; Aggregate (composite); Microeconomics; Political science","score_opus":0.036570425512460904,"score_gpt":0.22462204563396873,"score_spread":0.18805162012150783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W103946500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12271935,0.008532803,0.00000991678,0.000115192575,0.0008836106,0.0012191382,0.00030603656,0.000103553146,0.8661104],"genre_scores_gemma":[0.87210536,0.005869728,0.0014215248,0.00097277074,0.002401261,0.000046460606,0.0028839097,0.0004215142,0.11387746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967431,0.000006700954,0.001720589,0.00082354853,0.0003332898,0.00037281413],"domain_scores_gemma":[0.99671423,0.00004245002,0.0021354055,0.0008114028,0.00025149132,0.00004499534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002966612,0.0006350772,0.0011127273,0.00083713373,0.00015634607,0.000094381074,0.00056086184,0.00034844826,0.0012754957],"category_scores_gemma":[0.00003810838,0.000673321,0.0006149295,0.00006350928,0.00035503728,0.001025666,0.00059788,0.00022472552,0.00033066017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008498155,0.0027105615,0.016219815,0.002071076,0.0018950785,0.0002375554,0.0028201726,0.00023719578,0.032970574,0.8041634,0.087376624,0.040799815],"study_design_scores_gemma":[0.0045756823,0.00030066105,0.0006684989,0.0016785952,0.0002871542,0.000010033803,0.000097170094,0.002224074,0.028001199,0.0021661413,0.958168,0.0018227487],"about_ca_topic_score_codex":0.000540071,"about_ca_topic_score_gemma":0.00010790125,"teacher_disagreement_score":0.87079144,"about_ca_system_score_codex":0.00016732274,"about_ca_system_score_gemma":0.00007902214,"threshold_uncertainty_score":0.9996375},"labels":[],"label_agreement":null},{"id":"W109910885","doi":"10.1007/978-94-007-4044-0_8","title":"Epilogue: Lessons and Proposals","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université de Montréal","funders":"","keywords":"Boom; Baby boom; Competence (human resources); Risk management; Coping (psychology); Business; Dimension (graph theory); Population; Risk analysis (engineering); Finance; Economics; Psychology; Engineering; Management; Medicine","score_opus":0.03261976608524673,"score_gpt":0.2325063272411128,"score_spread":0.1998865611558661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W109910885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009655701,0.0018043373,0.000036733356,0.0008176635,0.00035773934,0.00043049068,0.000009613598,0.00021173352,0.9953661],"genre_scores_gemma":[0.08152959,0.00037412642,0.00032808536,0.0022119517,0.0035240343,0.000014081916,0.00034774005,0.0001398985,0.9115305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983296,0.000002831268,0.00043364643,0.0004870887,0.0003866555,0.0003602207],"domain_scores_gemma":[0.99890465,0.000030308442,0.00037833687,0.000426679,0.00023585236,0.000024171157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003272149,0.0004577217,0.00055558,0.00045106595,0.00020311019,0.00028672806,0.0002256907,0.00028233466,0.008523391],"category_scores_gemma":[0.000047163634,0.00038809216,0.00018754414,0.000084032356,0.00011666038,0.000852735,0.00043179726,0.00024483487,0.0036572984],"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":[0.000011382366,0.000020167801,0.012015888,0.00019458895,0.000032239353,0.000010909363,0.000009443841,1.4439469e-7,0.000028832592,0.95645916,0.021271273,0.009945994],"study_design_scores_gemma":[0.00016365851,0.00000539093,0.0030228377,0.00014671688,0.0004793367,0.0000018374942,0.0000046407063,0.000086119086,0.000006269883,0.03900136,0.9565074,0.00057443645],"about_ca_topic_score_codex":0.00024527867,"about_ca_topic_score_gemma":0.00022913027,"teacher_disagreement_score":0.9352361,"about_ca_system_score_codex":0.000029035316,"about_ca_system_score_gemma":0.000021025326,"threshold_uncertainty_score":0.9998571},"labels":[],"label_agreement":null},{"id":"W13641149","doi":"10.1152/jappl.1959.14.2.233","title":"Asset location and allocation with multiple risky assets","year":2004,"lang":"en","type":"article","venue":"Journal of applied physiology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxable income; Asset allocation; Actuarial science; Zhàng; Asset (computer security); Bond; Economics; Work (physics); Business; Finance; Accounting; Political science; Computer science; Engineering; Law; Computer security","score_opus":0.007316901072902896,"score_gpt":0.20701641380512537,"score_spread":0.19969951273222247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13641149","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":[0.99846834,0.000034954457,0.00067844905,0.00020000784,0.0000816576,0.000110900466,4.3877316e-7,0.000013806427,0.0004114728],"genre_scores_gemma":[0.9974784,0.000018601733,0.0012909613,0.0005423563,0.0006154438,0.0000046310483,0.000028831566,0.000014038055,0.000006737235],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99917054,0.000006042402,0.0003272967,0.0001587986,0.0001890851,0.00014825094],"domain_scores_gemma":[0.99881244,0.000032383094,0.0006549913,0.0001243204,0.00036243725,0.000013460419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315029,0.00012989211,0.0002632303,0.00021947658,0.00010344502,0.00005758498,0.0001201543,0.00006148952,0.000027163382],"category_scores_gemma":[0.000044092583,0.00009897941,0.00004015607,0.00036394922,0.00005995531,0.00048775744,0.00004231144,0.00014002486,0.00003906592],"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":[0.0046437313,0.0012068488,0.25123268,0.000670443,0.00033717178,0.00004061476,0.0006657686,0.04442986,0.53845173,0.14629214,0.00380635,0.008222647],"study_design_scores_gemma":[0.002148839,0.000067155204,0.97595644,0.00006775413,0.00018157777,0.000007739953,0.00010428273,0.0011477023,0.0014766641,0.014438898,0.004187207,0.00021573913],"about_ca_topic_score_codex":0.00009390792,"about_ca_topic_score_gemma":0.00007397959,"teacher_disagreement_score":0.72472376,"about_ca_system_score_codex":0.000036449495,"about_ca_system_score_gemma":0.000039707942,"threshold_uncertainty_score":0.40362632},"labels":[],"label_agreement":null},{"id":"W137724304","doi":"10.1016/b978-0-08-044894-7.01215-x","title":"Returns to Education in Developed Countries","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Credential; Vocational education; Endogeneity; Context (archaeology); The arts; Higher education policy; Higher education; Economics; Demographic economics; Education policy; Political science; Economic growth; Geography; Econometrics","score_opus":0.011842168553138245,"score_gpt":0.23948008999739331,"score_spread":0.22763792144425507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137724304","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076876697,0.00022469569,7.78436e-7,0.00019812744,0.00112217,0.0008036585,0.000006827434,0.00008628393,0.9898698],"genre_scores_gemma":[0.004989024,0.000025011532,0.0007199143,0.005765258,0.0022694704,0.00006413758,0.00021530568,0.000119582975,0.9858323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777687,0.00000609594,0.0007224082,0.0006245802,0.0005064782,0.0003635602],"domain_scores_gemma":[0.9983381,0.000029428282,0.00045917716,0.0006027041,0.00053987856,0.000030713287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044610558,0.00050558173,0.0006149906,0.0010730766,0.00016746517,0.00033778496,0.00045397325,0.0003979954,0.0014881509],"category_scores_gemma":[0.00011940942,0.00050832727,0.00017576125,0.00010464291,0.00007455691,0.00033483256,0.0002953539,0.00054891675,0.0031005905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008626114,0.00004259611,0.0126851415,0.0005335696,0.00003589244,0.000026636577,0.00041537607,8.469976e-7,0.00012109655,0.11837543,0.0075353226,0.8601418],"study_design_scores_gemma":[0.00014123079,0.0000048831193,0.0030182854,0.00063124154,0.00012502345,9.737258e-7,0.000012430969,0.0000048894253,0.000016764701,0.014260731,0.9811826,0.000600969],"about_ca_topic_score_codex":0.000038222293,"about_ca_topic_score_gemma":0.006909537,"teacher_disagreement_score":0.97364724,"about_ca_system_score_codex":0.0001315753,"about_ca_system_score_gemma":0.00042890344,"threshold_uncertainty_score":0.99973685},"labels":[],"label_agreement":null},{"id":"W14741173","doi":"10.1016/j.vaccine.2003.05.001","title":"The Limitations of Defaults","year":2010,"lang":"en","type":"article","venue":"Vaccine","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Default; Quarter (Canadian coin); Labour economics; Economics; Demographic economics; Actuarial science; Business; Finance","score_opus":0.02005679416753362,"score_gpt":0.2226817882848186,"score_spread":0.202624994117285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14741173","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":[0.9913533,0.000052068754,0.000012468279,0.001080955,0.00037827788,0.000099255034,8.512162e-7,0.000037909198,0.0069849687],"genre_scores_gemma":[0.9980897,0.00003009186,0.00020989578,0.00029141834,0.00054912484,0.00000667008,0.000018974213,0.000010555967,0.00079359056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937016,0.0000033149352,0.00022930276,0.000112676775,0.00015135595,0.00013319706],"domain_scores_gemma":[0.99915636,0.00012118885,0.00017019548,0.00028060522,0.00026636713,0.000005310799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002471598,0.00007759858,0.00010519963,0.000109145185,0.00021225912,0.00007766066,0.00020694785,0.000030394403,0.00016293321],"category_scores_gemma":[0.0006385888,0.000051724044,0.000071410344,0.00050853996,0.0000103311995,0.00031176268,0.00007680101,0.00009307342,0.00027088347],"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":[0.000053714393,0.00009327548,0.79545623,0.000027350805,0.00001830022,0.0000022736601,0.000052094572,0.000018782715,0.015270714,0.14273214,0.027303033,0.018972114],"study_design_scores_gemma":[0.0003073092,0.00000531894,0.529004,0.000008912418,0.00006876676,3.1390354e-7,0.000034010845,0.0020061138,0.00039862384,0.0032693776,0.46480018,0.000097098964],"about_ca_topic_score_codex":0.00022221316,"about_ca_topic_score_gemma":0.0024370786,"teacher_disagreement_score":0.43749714,"about_ca_system_score_codex":0.000002948952,"about_ca_system_score_gemma":0.000008597939,"threshold_uncertainty_score":0.34817493},"labels":[],"label_agreement":null},{"id":"W1480893228","doi":"","title":"Acces a un regime de pension et taux de remplacement des gains des hommes retraites : observations resultant d'un examen detaille des distributions","year":2010,"lang":"fr","type":"article","venue":"Direction des études analytiques : documents de recherche","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.15916844040969888,"score_gpt":0.37800898738222816,"score_spread":0.21884054697252928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480893228","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":[0.97799504,0.0076116435,0.006603109,0.0017329906,0.00031252715,0.00077859877,0.00008122713,0.00051928277,0.0043656006],"genre_scores_gemma":[0.8506887,0.017661976,0.12275445,0.0007848015,0.0005395149,0.00021080927,0.00048660042,0.00015469686,0.006718445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99317545,0.0016680392,0.0014311096,0.0012037449,0.00074889173,0.0017727595],"domain_scores_gemma":[0.9942095,0.0012207598,0.0010171774,0.00093109603,0.0023387324,0.00028270006],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01008866,0.00096561824,0.0008806464,0.0008115196,0.0025911254,0.0021527484,0.0008462651,0.0010157205,0.0023055538],"category_scores_gemma":[0.01129509,0.0010083667,0.00066458876,0.0040038754,0.0012005413,0.0049950406,0.00056781585,0.0017198761,0.00008308262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025148448,0.001240514,0.8760868,0.0007625652,0.00063974556,0.000071242786,0.0032405448,0.00028043878,0.022202896,0.017730825,0.002729958,0.07476302],"study_design_scores_gemma":[0.0013368876,0.00019063608,0.78035265,0.0021008116,0.0024785947,0.00008446133,0.002131223,0.012560576,0.015288617,0.119865075,0.062033173,0.0015773029],"about_ca_topic_score_codex":0.021149263,"about_ca_topic_score_gemma":0.037322503,"teacher_disagreement_score":0.12730631,"about_ca_system_score_codex":0.003915286,"about_ca_system_score_gemma":0.0005858931,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W1483775107","doi":"","title":"HONOURABLE MENTION/MENTION HONORABLE: Are Labour Trustees Marginalized on Pension Boards?","year":2008,"lang":"en","type":"article","venue":"ASAC","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pension; Business; Political science; Labour economics; Economics; Actuarial science; Law","score_opus":0.025175772147992884,"score_gpt":0.2195407767302528,"score_spread":0.19436500458225991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483775107","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":[0.98519903,0.00020180782,0.00005220976,0.0008091084,0.000629325,0.00038124356,0.0000069174744,0.00023095527,0.012489395],"genre_scores_gemma":[0.9745574,0.00014017646,0.00028665978,0.0018782936,0.0007963267,0.000038506318,0.00019713084,0.000051152416,0.022054354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776477,0.00003707127,0.0004805761,0.00055902504,0.00068369554,0.00047485993],"domain_scores_gemma":[0.9985431,0.000035444402,0.00052315777,0.00048754705,0.00038266156,0.000028093742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042025422,0.00033426651,0.00043619637,0.00049361953,0.0007669885,0.00026345174,0.00026687948,0.00011717522,0.0034148842],"category_scores_gemma":[0.00015222598,0.00031530455,0.00024078737,0.00084143225,0.00006276801,0.0014485741,0.0001312503,0.00018097225,0.0028381734],"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":[0.00051997846,0.0007262359,0.784247,0.00030758022,0.00008698864,0.00018809031,0.00012508775,0.0003153933,0.0025919396,0.021324512,0.18789856,0.0016686434],"study_design_scores_gemma":[0.0021091825,0.000052789463,0.59304726,0.00029966573,0.00021725325,0.000005526817,0.00015491967,0.0019736637,0.00064978155,0.002369043,0.39844272,0.00067821576],"about_ca_topic_score_codex":0.001082565,"about_ca_topic_score_gemma":0.0001952351,"teacher_disagreement_score":0.21054415,"about_ca_system_score_codex":0.00009758132,"about_ca_system_score_gemma":0.00002881732,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W1484668212","doi":"","title":"Cost-of-Living Adjustments for Federal Civil Service Annuities","year":2004,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Cost of living; Inflation (cosmology); Index (typography); Wage; Actuarial science; Economics; Service (business); Labour economics; Business; Economic growth; Geography; Computer science","score_opus":0.01702352082519883,"score_gpt":0.1819916031105908,"score_spread":0.16496808228539195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484668212","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":[0.9931505,0.00003889214,0.000476425,0.00020147696,0.00009169383,0.0005433036,0.0006956999,0.00012939598,0.0046726293],"genre_scores_gemma":[0.9950658,0.00003486912,0.0010337201,0.00021545614,0.000085426705,6.797276e-8,0.0008377642,0.00003165676,0.0026952168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983229,0.000013864105,0.00031128668,0.0004781815,0.000464219,0.0004095373],"domain_scores_gemma":[0.99819624,0.00012756015,0.000766287,0.00039012823,0.00045850078,0.000061266415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007164132,0.00032503277,0.0006202998,0.00065943,0.00039552804,0.00009994726,0.0010078662,0.000098971475,0.000543122],"category_scores_gemma":[0.000054278113,0.00043808634,0.00043509284,0.0012401473,0.00029727514,0.008344897,0.0009421253,0.00013545124,0.0001094107],"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":[0.00029672656,0.0003386497,0.99345404,0.00053661596,0.00010816483,0.000031782125,0.000111783724,0.00083109934,2.8816308e-7,0.0010162697,0.0019379831,0.0013365928],"study_design_scores_gemma":[0.0010820482,0.00007830593,0.9725037,0.00032908525,0.0002241154,8.5590983e-7,0.00022569559,0.0004039019,0.000005443849,0.00024485897,0.024502,0.00039994213],"about_ca_topic_score_codex":0.00210013,"about_ca_topic_score_gemma":0.009136888,"teacher_disagreement_score":0.022564016,"about_ca_system_score_codex":0.00006521627,"about_ca_system_score_gemma":0.00015408531,"threshold_uncertainty_score":0.9998071},"labels":[],"label_agreement":null},{"id":"W1485605373","doi":"","title":"Intergenerational Transfers and Household Structure. Why Do Most Italian Youths Live With Their Parents","year":2002,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Los Angeles; London School of Economics and Political Science; Queen Mary University of London; European University Institute; McGill University","keywords":"Endogeneity; Economics; Demographic economics; Consumption (sociology); Cohabitation; Household income; Instrumental variable; Social security; Permanent income hypothesis; Labour economics; Geography; Sociology; Monetary economics","score_opus":0.04744910356969342,"score_gpt":0.28486489856757585,"score_spread":0.23741579499788243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485605373","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":[0.99415934,0.00017148154,0.000004757494,0.0030943367,0.00012247098,0.00035682376,0.0004145463,0.000011741466,0.0016644842],"genre_scores_gemma":[0.99717283,0.0006416907,0.0004464047,0.0011670364,0.00046594563,0.0000070036194,0.00002726081,0.000024174566,0.00004765028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99551713,0.000042966436,0.000951833,0.0010861835,0.0004375515,0.0019643507],"domain_scores_gemma":[0.99719095,0.00026732302,0.0002122155,0.0004654765,0.0007070806,0.0011569589],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022903082,0.0003697627,0.00067174697,0.0011248161,0.000676839,0.0012781064,0.0008382219,0.0001365878,0.00038475453],"category_scores_gemma":[0.0010105196,0.00029588238,0.0001009136,0.0009680588,0.0056074783,0.0027278578,0.0005896715,0.0004617504,0.000015359394],"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":[0.0000834045,0.0001440411,0.2417086,0.00006385433,0.000018300358,0.0000020394216,0.000055453653,0.00009604257,0.000571349,0.7566579,0.000093532886,0.0005055099],"study_design_scores_gemma":[0.004609937,0.0012999688,0.6075894,0.00040450433,0.0002018941,0.00005319153,0.004173604,0.1880764,0.0026780206,0.18135266,0.0075157196,0.0020446887],"about_ca_topic_score_codex":0.0036587429,"about_ca_topic_score_gemma":0.0012809242,"teacher_disagreement_score":0.5753052,"about_ca_system_score_codex":0.00028796153,"about_ca_system_score_gemma":0.0005731963,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W1487703055","doi":"","title":"Precautionary Wealth and Portfolio Allocation: Evidence from Canadian Microdata","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Portfolio; Portfolio allocation; Economics; Precautionary savings; Financial market; Survey data collection; Empirical evidence; Labour economics; Financial economics; Monetary economics; Finance; Market liquidity","score_opus":0.03647615570740213,"score_gpt":0.29180502145302484,"score_spread":0.2553288657456227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487703055","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":[0.9776517,0.0013088722,0.0000019010107,0.0020400968,0.00048236852,0.0009435617,0.000104987834,0.000050220708,0.017416306],"genre_scores_gemma":[0.98561,0.009386628,0.0005057201,0.0007654931,0.0012485369,0.00011425708,0.0013924378,0.00006327642,0.00091364223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968364,0.00006064092,0.0007351819,0.0012611867,0.00034773836,0.00075883727],"domain_scores_gemma":[0.9979211,0.00018836296,0.00033907627,0.0011334328,0.00031141567,0.00010657851],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016606164,0.00035309987,0.00050878304,0.0013137899,0.00036380667,0.0006144062,0.00086812733,0.00036490354,0.0006734692],"category_scores_gemma":[0.0007008116,0.00041400135,0.000117634845,0.00037575496,0.0002369455,0.00088948896,0.0015326983,0.0009980542,0.00010440904],"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":[0.00012669996,0.000115518276,0.9513331,0.000651445,0.00008546512,0.00014145231,0.00025413284,0.004383502,0.00008249929,0.002268873,0.002096381,0.038460936],"study_design_scores_gemma":[0.00051333994,0.00001665014,0.87856436,0.002158875,0.000083186555,0.0000037755915,0.00023621775,0.015994828,0.000019450279,0.010248838,0.09123691,0.0009235816],"about_ca_topic_score_codex":0.3670749,"about_ca_topic_score_gemma":0.41556296,"teacher_disagreement_score":0.089140534,"about_ca_system_score_codex":0.0014860036,"about_ca_system_score_gemma":0.0017912288,"threshold_uncertainty_score":0.9998312},"labels":[],"label_agreement":null},{"id":"W1489653634","doi":"10.34989/swp-2005-18","title":"Lines of Credit and Consumption Smoothing: The Choice between Credit Cards and Home Equity Lines of Credit","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"","keywords":"Home equity; Equity (law); Credit history; Consumption (sociology); Consumption smoothing; Credit crunch; Business; Smoothing; Credit card; Economics; Financial system; Finance; Payment; Computer science; Economic growth","score_opus":0.06246353396040096,"score_gpt":0.33308637617910686,"score_spread":0.2706228422187059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489653634","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":[0.9952432,0.001090678,0.0000030692843,0.00040980673,0.00050741184,0.00056810153,0.000078134224,0.000026005615,0.0020735892],"genre_scores_gemma":[0.98908466,0.0069161463,0.0002347528,0.00006483104,0.0030124595,0.00005049354,0.00029878767,0.000052612133,0.00028524728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966897,0.00012968715,0.0011709306,0.0008877086,0.0006007694,0.0005212314],"domain_scores_gemma":[0.9962583,0.0010093022,0.00085548585,0.0009155105,0.0009148774,0.00004651346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034107852,0.00038023555,0.0010737662,0.0007697646,0.00023813908,0.00056984427,0.00072421413,0.000427405,0.0001095601],"category_scores_gemma":[0.002419395,0.0003450868,0.00022483713,0.00035016803,0.0007573099,0.0006781753,0.0041427924,0.0010162838,0.0000022582115],"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":[0.00006334283,0.000064643515,0.9765776,0.0020194761,0.00012537959,0.000006888876,0.00019754116,0.00037702595,0.00028396017,0.00026416502,0.00018634468,0.019833677],"study_design_scores_gemma":[0.0007429954,0.000036224585,0.97326493,0.0010023885,0.00027337848,0.000001437039,0.0004610885,0.010238985,0.00018725773,0.0014702749,0.011828091,0.00049295666],"about_ca_topic_score_codex":0.002480507,"about_ca_topic_score_gemma":0.0015132708,"teacher_disagreement_score":0.01934072,"about_ca_system_score_codex":0.0001419972,"about_ca_system_score_gemma":0.0002246668,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W1489867175","doi":"","title":"Retirement-Related Highlights from the 2009 Canadian Financial Capability Survey","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retirement planning; Finance; Financial plan; Business; Financial management","score_opus":0.02657997892548587,"score_gpt":0.26373946529602593,"score_spread":0.23715948637054007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489867175","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":[0.9692214,0.000116535135,1.8831774e-7,0.001628577,0.0018855939,0.0012467182,0.00038330033,0.000063797524,0.02545389],"genre_scores_gemma":[0.99323314,0.00061922503,0.00007077498,0.00080898684,0.0016684862,0.00013828422,0.0023001567,0.00009622203,0.0010647215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460983,0.00035626415,0.0013273725,0.001651421,0.0006522729,0.0014028087],"domain_scores_gemma":[0.99552554,0.00074427313,0.000571393,0.0023118122,0.0007221747,0.00012479251],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006526119,0.0006153328,0.0008840453,0.00092339807,0.0008296339,0.00090657116,0.0021016486,0.0010670327,0.0019516917],"category_scores_gemma":[0.0041466495,0.0005479593,0.0003663093,0.0007538162,0.0005362207,0.00045573353,0.0016886188,0.003438157,0.00032596264],"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":[0.000117883894,0.00013168225,0.9811641,0.000080962935,0.000060270337,0.000045630055,0.00015986254,0.00049277616,0.00004140127,0.002105642,0.0046496713,0.010950124],"study_design_scores_gemma":[0.00041718566,0.000008065096,0.86406493,0.00014828822,0.00004609056,2.5126852e-7,0.00004022836,0.006273138,0.000012319246,0.005951117,0.12243381,0.00060459645],"about_ca_topic_score_codex":0.7029349,"about_ca_topic_score_gemma":0.9480541,"teacher_disagreement_score":0.24511911,"about_ca_system_score_codex":0.0011555527,"about_ca_system_score_gemma":0.001579875,"threshold_uncertainty_score":0.9996972},"labels":[],"label_agreement":null},{"id":"W1491204417","doi":"","title":"Commentary on \"Is the United States bankrupt? \"","year":2006,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Debt; Economics; Solvency; Government (linguistics); Revenue; Government debt; Monetary economics; Economic policy; Macroeconomics; Market liquidity; Finance","score_opus":0.015243170310346154,"score_gpt":0.22541805559079722,"score_spread":0.21017488528045106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491204417","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44403616,0.0671382,0.0000068898653,0.46015534,0.0014042127,0.0041001444,0.00037394502,0.00029085547,0.022494264],"genre_scores_gemma":[0.08490097,0.006478152,0.00003137267,0.9022505,0.0013282507,0.00007876525,0.0042924583,0.000054123095,0.00058540417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981429,0.000044429544,0.0005226961,0.0003848271,0.00036231222,0.0005428589],"domain_scores_gemma":[0.9989085,0.000054813452,0.00022942273,0.00062587974,0.00012565649,0.0000556988],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044069893,0.0003283862,0.00038090555,0.00039048574,0.0004976834,0.00021138882,0.0005041453,0.000043045,0.005779307],"category_scores_gemma":[0.00002300185,0.0002448987,0.00021882432,0.0013645572,0.00009235131,0.000411162,0.000070554466,0.00019367617,0.001704627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003787662,0.000027186534,0.09029357,0.00033550934,0.000017655002,0.000027839957,0.0000085062275,0.000023379864,8.684273e-7,0.0010312854,0.9069747,0.0012557331],"study_design_scores_gemma":[0.00018271596,0.00001041857,0.013259375,0.0011823315,0.00027754257,0.0000010767807,0.00004494902,0.00039887035,0.0000044698572,0.00056599505,0.98376906,0.0003031974],"about_ca_topic_score_codex":0.70962363,"about_ca_topic_score_gemma":0.32934365,"teacher_disagreement_score":0.44209516,"about_ca_system_score_codex":0.00026900024,"about_ca_system_score_gemma":0.000048030386,"threshold_uncertainty_score":0.9990727},"labels":[],"label_agreement":null},{"id":"W1492122659","doi":"10.2139/ssrn.2522934","title":"Retail Financial Advice: Does One Size Fit All?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Advice (programming); Business; Finance; Actuarial science; Marketing; Computer science","score_opus":0.009322587100781633,"score_gpt":0.2137969180345742,"score_spread":0.20447433093379258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492122659","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":[0.9867673,0.0006048532,0.00055308343,0.0031390442,0.00077145075,0.00021940838,0.0000014883306,0.00021234596,0.0077310284],"genre_scores_gemma":[0.9831106,0.0004319839,0.00020192446,0.0031455741,0.005492974,0.000008027439,0.000016401564,0.000054902044,0.007537617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995815,0.000044982367,0.0006267464,0.00041624493,0.0006900655,0.002406966],"domain_scores_gemma":[0.99856824,0.000089988986,0.0005786525,0.0003584134,0.00037037546,0.0000343181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002711182,0.00033907613,0.0004600572,0.00029184445,0.00051188224,0.00040277076,0.00059437496,0.00014689632,0.0011149979],"category_scores_gemma":[0.0011502355,0.00025776465,0.00033440228,0.0006373462,0.00006023116,0.0013105161,0.00015819156,0.0014273359,0.0007321097],"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":[0.0004244726,0.0004632608,0.26915973,0.00013706241,0.00022992391,0.000019332992,0.00011178143,0.00007901434,0.0014347879,0.6782807,0.008484565,0.041175377],"study_design_scores_gemma":[0.0021245019,0.00014618848,0.06818234,0.00012955253,0.0006853028,0.000030089477,0.00019529839,0.0030882882,0.00006596873,0.4582236,0.46613884,0.0009900285],"about_ca_topic_score_codex":0.00049127766,"about_ca_topic_score_gemma":0.0042372495,"teacher_disagreement_score":0.45765427,"about_ca_system_score_codex":0.00036493395,"about_ca_system_score_gemma":0.0004214226,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W1499015207","doi":"10.7202/601369ar","title":"L’incidence des régimes publics de pensions sur la consommation : une extension du modèle de Feldstein et une évaluation empirique pour le Canada","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Economics; Philosophy","score_opus":0.049790272611944464,"score_gpt":0.24822601799228033,"score_spread":0.19843574538033587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499015207","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":[0.91328466,0.00083602435,0.003495445,0.07830433,0.00027471117,0.00052952155,0.000019371182,0.00012291987,0.0031330367],"genre_scores_gemma":[0.97718555,0.00044172173,0.0045301253,0.0122324675,0.0005730364,0.00003518717,0.0002906801,0.00006362585,0.004647632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99670774,0.00051466154,0.0009986443,0.00069475436,0.00028347457,0.0008007154],"domain_scores_gemma":[0.9964187,0.0008656235,0.0007720968,0.0005906975,0.0012349696,0.00011788156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029216618,0.0005330113,0.00063921174,0.0003581465,0.0006484732,0.0008726815,0.0004131275,0.00039562804,0.00032322275],"category_scores_gemma":[0.0035358141,0.00061169197,0.00023095866,0.001035904,0.00018007771,0.0036783137,0.00017278985,0.00043196525,0.00006869748],"study_design_candidate":"observational","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":[0.00026507312,0.0010467336,0.33292568,0.0006985467,0.00012957418,0.00027776472,0.0037250177,0.02781463,0.015658377,0.4696336,0.12184505,0.025979923],"study_design_scores_gemma":[0.0012591137,0.000049720464,0.58479774,0.0008947321,0.00033643583,0.000055831686,0.0007724183,0.22108655,0.0020018285,0.096378274,0.091343395,0.0010239581],"about_ca_topic_score_codex":0.8576231,"about_ca_topic_score_gemma":0.8333745,"teacher_disagreement_score":0.37325534,"about_ca_system_score_codex":0.00092554226,"about_ca_system_score_gemma":0.0038935365,"threshold_uncertainty_score":0.99963343},"labels":[],"label_agreement":null},{"id":"W1499042029","doi":"10.2139/ssrn.1675961","title":"How Much can Taxation Alleviate Temptation and Self-Control Problems?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Temptation; Control (management); Self-control; Economics; Computer science; Psychology; Social psychology; Artificial intelligence","score_opus":0.003908298469718731,"score_gpt":0.18124945266246045,"score_spread":0.1773411541927417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499042029","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":[0.9947495,0.00024517076,0.0009001428,0.0032197104,0.0002471578,0.00025781084,8.661126e-7,0.00007807874,0.00030155876],"genre_scores_gemma":[0.9969933,0.0002971167,0.00012019671,0.00037675208,0.0013896866,0.000011887848,0.000022052878,0.000029084795,0.00075994036],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99799305,0.000021723066,0.00028749544,0.0002537963,0.00034233413,0.0011015973],"domain_scores_gemma":[0.99872077,0.000019777603,0.0007474218,0.00014846899,0.00034233014,0.000021211878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014473558,0.00019787606,0.00020932157,0.00032695982,0.00043317338,0.0007195457,0.00017841272,0.00008943824,0.00004064367],"category_scores_gemma":[0.00022667203,0.00017160157,0.000094605966,0.00035022866,0.000028049046,0.0014394985,0.000034906447,0.0010020118,0.000027717588],"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":[0.000066807916,0.00019045315,0.67578983,0.00009879948,0.00017389451,0.000005792372,0.00025081966,0.00003431756,0.010699854,0.2974126,0.00038008564,0.014896719],"study_design_scores_gemma":[0.0062554604,0.00021069156,0.31788865,0.00010838639,0.00122373,0.00015945219,0.0013220151,0.0307859,0.00018026157,0.57285565,0.067577235,0.0014325889],"about_ca_topic_score_codex":0.00046677756,"about_ca_topic_score_gemma":0.013975777,"teacher_disagreement_score":0.3579012,"about_ca_system_score_codex":0.00015046683,"about_ca_system_score_gemma":0.00024569329,"threshold_uncertainty_score":0.7798812},"labels":[],"label_agreement":null},{"id":"W1501458567","doi":"10.15517/rce.v32i1.15050","title":"Movilidad del ingreso en Costa Rica, 2001–2007","year":2014,"lang":"es","type":"article","venue":"Revista de Ciencias Económicas","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Humanities; Political science; Art","score_opus":0.01262474229085047,"score_gpt":0.24654037210914506,"score_spread":0.23391562981829458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501458567","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":[0.96723866,0.00277173,0.00049174885,0.00061328,0.00049203204,0.0006656278,0.000028964592,0.0002298916,0.027468087],"genre_scores_gemma":[0.98837835,0.0005759102,0.0008284833,0.004623611,0.0031553723,0.000028122175,0.00013310128,0.00012880647,0.002148234],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947378,0.00020706242,0.0013630444,0.0012761857,0.000865897,0.0015500047],"domain_scores_gemma":[0.9963516,0.00039136157,0.0011130433,0.0013045808,0.00068064436,0.00015879316],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036162839,0.0007777458,0.0011372986,0.0008997185,0.00068659906,0.0024203279,0.0013515447,0.00038482604,0.003954453],"category_scores_gemma":[0.0033761605,0.0008040929,0.00059143244,0.0020229958,0.0002657792,0.0016065912,0.000756869,0.00056576525,0.0055211815],"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":[0.00006218753,0.00028325667,0.8681586,0.0008966757,0.000060910956,0.00006432616,0.00016404898,0.00006968986,0.0009767372,0.043825023,0.077315584,0.008122971],"study_design_scores_gemma":[0.0006249388,0.000044007018,0.26996833,0.0005596888,0.0005584905,0.000009337822,0.00009092726,0.031600703,0.00006352804,0.0005541993,0.6949528,0.0009730774],"about_ca_topic_score_codex":0.00077206176,"about_ca_topic_score_gemma":0.00006750019,"teacher_disagreement_score":0.6176372,"about_ca_system_score_codex":0.00046510543,"about_ca_system_score_gemma":0.00016345976,"threshold_uncertainty_score":0.99944097},"labels":[],"label_agreement":null},{"id":"W1504260100","doi":"10.1002/9781118524015.ch5","title":"Fiduciary and Other Legal Duties","year":2012,"lang":"en","type":"other","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fiduciary; Business; Pension; Face (sociological concept); Trust law; Investment (military); Law and economics; Plan (archaeology); Law; Finance; Economics; Political science; Politics; Duty; Sociology","score_opus":0.012678980389309234,"score_gpt":0.21322082585318292,"score_spread":0.20054184546387369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504260100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006663216,0.0016909721,0.0000088960405,0.00010624242,0.0004999892,0.00018596782,0.0000066266875,0.00030817784,0.9965268],"genre_scores_gemma":[0.007425202,0.00003418722,0.00029668264,0.0036742184,0.0054442515,0.000010893455,0.00005839646,0.00038672346,0.9826695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888325,0.000006735121,0.00021689235,0.00032838157,0.000252518,0.0003122204],"domain_scores_gemma":[0.9993823,0.000011125129,0.00024416044,0.00031182828,0.00003794145,0.000012634465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001677134,0.00032580545,0.00036748953,0.0005316158,0.0000809018,0.00025365598,0.00017285685,0.00020054044,0.06812043],"category_scores_gemma":[0.000026875634,0.00026872673,0.000105870284,0.00024507468,0.000073896575,0.0004480845,0.00021259494,0.00011740805,0.002772882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004987301,0.000026940099,0.104827695,0.00015852388,0.00002397533,0.0000033595588,0.0000072550965,5.494396e-8,0.0000036743763,0.06354466,0.83069795,0.00070092065],"study_design_scores_gemma":[0.00013867994,0.0000017054701,0.0038701035,0.00010163702,0.00017924435,6.750878e-7,0.000017865024,0.000041489446,0.0000019516187,0.00030305234,0.99497956,0.000364054],"about_ca_topic_score_codex":0.007878913,"about_ca_topic_score_gemma":0.0018384582,"teacher_disagreement_score":0.16428159,"about_ca_system_score_codex":0.000010694157,"about_ca_system_score_gemma":0.000009483739,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W1505694068","doi":"","title":"Canadian Retirement Savings Programs and Russian Pension Reform","year":2001,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deferral; Pension; Currency; Incentive; Business; Rate of return; Investment (military); Capital market; Exchange rate; Pension system; Limiting; Financial market; Economics; Finance; Financial system; Monetary economics; Market economy","score_opus":0.01620854346621884,"score_gpt":0.22109651215754642,"score_spread":0.20488796869132758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505694068","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":[0.89887387,0.0009005221,0.0000048223146,0.001295661,0.0025082664,0.0013476777,0.000027794855,0.00032638895,0.094715],"genre_scores_gemma":[0.9900854,0.00024531368,0.0006920926,0.002035929,0.002388815,0.00016602057,0.0009389085,0.0001614545,0.0032860201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948276,0.000042783213,0.0013505379,0.0017647793,0.0006895691,0.0013246967],"domain_scores_gemma":[0.99674803,0.000032714262,0.0012003669,0.0013770636,0.00038872455,0.00025310498],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001059974,0.0010939927,0.0012679873,0.0016643163,0.0008698944,0.0012729663,0.0008321946,0.0007637512,0.0029859294],"category_scores_gemma":[0.00014364175,0.001111587,0.00050381076,0.00067670835,0.0003846142,0.0011311983,0.0013090642,0.0010682874,0.0010385902],"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":[0.000031695985,0.000087796005,0.9847308,0.00035513288,0.00007122976,0.0001489133,0.00010415982,0.0000050095236,0.000015931868,0.007065441,0.004893165,0.0024907212],"study_design_scores_gemma":[0.0010142348,0.000050210718,0.736961,0.0016550848,0.0007583817,0.000039008482,0.0003022436,0.00199895,0.00001645769,0.0034880813,0.25130776,0.002408605],"about_ca_topic_score_codex":0.3493764,"about_ca_topic_score_gemma":0.47753662,"teacher_disagreement_score":0.24776982,"about_ca_system_score_codex":0.0022161677,"about_ca_system_score_gemma":0.0007100978,"threshold_uncertainty_score":0.9997638},"labels":[],"label_agreement":null},{"id":"W1505952433","doi":"","title":"Retirement 20/20: Innovation in Pension Design","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pension plan; Equity (law); Stock (firearms); Plan (archaeology); Actuarial science; Business; Investment (military); Finance; Economics; Labour economics; Engineering; Political science","score_opus":0.05356014965340827,"score_gpt":0.30432075678898585,"score_spread":0.2507606071355776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505952433","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":[0.96675557,0.000054797554,0.000016078166,0.0006673171,0.00088406785,0.00166034,0.00000891906,0.00007715451,0.029875783],"genre_scores_gemma":[0.9921676,0.00080023665,0.0019555201,0.00058326503,0.0013459473,0.00033096777,0.00072745624,0.00013094668,0.0019580643],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99519676,0.00014505853,0.0016411394,0.0013689534,0.0006745741,0.00097352517],"domain_scores_gemma":[0.9969719,0.00024206971,0.00075519254,0.0012991772,0.00070072163,0.000030928783],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00642054,0.0005044205,0.00078143086,0.003690338,0.00024217767,0.000598114,0.00095159176,0.00071343384,0.0005698578],"category_scores_gemma":[0.0015868231,0.00056069536,0.00017518173,0.0014583525,0.00020229687,0.0006829831,0.0020887754,0.0025769605,0.0001581566],"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":[0.0009739162,0.0010875727,0.7898332,0.001511452,0.00008369423,0.0002553194,0.00042858103,0.037826635,0.010977293,0.013791469,0.0036351488,0.13959572],"study_design_scores_gemma":[0.0039873905,0.000118871554,0.2695576,0.0027312336,0.00012512018,0.0000038051705,0.00060638564,0.4262647,0.001179505,0.043310657,0.24858864,0.003526076],"about_ca_topic_score_codex":0.00090682844,"about_ca_topic_score_gemma":0.0043306677,"teacher_disagreement_score":0.5202756,"about_ca_system_score_codex":0.000872557,"about_ca_system_score_gemma":0.00037062014,"threshold_uncertainty_score":0.99972415},"labels":[],"label_agreement":null},{"id":"W1506073288","doi":"10.3386/w13527","title":"The Changing Role of Family Income and Ability in Determining Educational Achievement","year":2007,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":254,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Demographic economics; Family income; Psychology; Economics; Economic growth","score_opus":0.1608782950136632,"score_gpt":0.449204498164805,"score_spread":0.2883262031511418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506073288","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":[0.9004314,0.0010367689,4.5744187e-7,0.0002505829,0.00021330224,0.0004559566,0.000012599393,0.000005215486,0.09759371],"genre_scores_gemma":[0.99775654,0.00028022352,0.000078616125,0.000024659395,0.0009240368,0.000052892115,0.00019719743,0.000022767343,0.0006630921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965849,0.000046964404,0.0010600382,0.00042175356,0.0014865313,0.00039979606],"domain_scores_gemma":[0.9960566,0.0011810504,0.000674576,0.0002704779,0.001802144,0.000015161244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013036244,0.00018392493,0.00041935162,0.0021690102,0.00024419226,0.000118369695,0.0004314759,0.00016534416,0.00010203985],"category_scores_gemma":[0.0017033796,0.0001639094,0.00012649629,0.0006278831,0.00027608735,0.00038061637,0.0004906071,0.00039511197,0.000024336632],"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":[0.00006191215,0.000092233815,0.8709826,0.00035510864,0.000039843755,7.916742e-7,0.000066763954,0.00010188877,0.00021094705,0.12355229,0.00047748632,0.0040581203],"study_design_scores_gemma":[0.00035463588,0.000019616062,0.84952414,0.0003609785,0.000028092643,0.000001114133,0.0003412518,0.003525845,0.00005923191,0.13168702,0.013854283,0.0002438149],"about_ca_topic_score_codex":0.0044464758,"about_ca_topic_score_gemma":0.0013657634,"teacher_disagreement_score":0.0973251,"about_ca_system_score_codex":0.00079806504,"about_ca_system_score_gemma":0.001088017,"threshold_uncertainty_score":0.6721771},"labels":[],"label_agreement":null},{"id":"W1507401964","doi":"10.1002/ace.20084","title":"Financial Literacy: A Critical Adult Education Appraisal","year":2014,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Financial literacy; Adult literacy; Adult education; Ask price; Curriculum; Literacy; Adult Learning; Pedagogy; Critical appraisal; Critical literacy; Literacy education; Psychology; Sociology; Business; Finance; Medicine","score_opus":0.005159793415381956,"score_gpt":0.2735118157972915,"score_spread":0.2683520223819095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507401964","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":[0.9777006,0.00031729005,0.0035894841,0.003229978,0.006184116,0.0005799456,0.000004776447,0.00027270106,0.008121088],"genre_scores_gemma":[0.98055506,0.000023996487,0.0042266604,0.002790239,0.007801634,0.00026013932,0.00021584297,0.00003643308,0.004090006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873286,0.000018171557,0.00036748737,0.00043308604,0.00017610796,0.0002722787],"domain_scores_gemma":[0.99759096,0.00017995104,0.00018623563,0.00023021032,0.0017747127,0.00003793791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020532681,0.00021197934,0.00022793794,0.00039373073,0.00039665026,0.00054162444,0.00011758815,0.00010430542,0.00007991347],"category_scores_gemma":[0.005483274,0.00022326178,0.00013139682,0.00054169894,0.000049462044,0.0013086506,0.000037023772,0.000117903706,0.000057224508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053748874,0.0003150525,0.05247568,0.00016356695,0.0000046911637,5.3570677e-8,0.00044813895,9.127127e-7,0.00024999108,0.20053968,0.054909587,0.6908389],"study_design_scores_gemma":[0.0008521083,0.000055486184,0.14454524,0.00072666974,0.00042483673,0.0000052370456,0.0005872372,0.006391791,0.00012707859,0.027675992,0.817923,0.00068532716],"about_ca_topic_score_codex":0.0014139178,"about_ca_topic_score_gemma":0.00039770617,"teacher_disagreement_score":0.7630134,"about_ca_system_score_codex":0.000036345224,"about_ca_system_score_gemma":0.00014546134,"threshold_uncertainty_score":0.91043514},"labels":[],"label_agreement":null},{"id":"W1507626498","doi":"10.2139/ssrn.1954649","title":"Loan Aversion Among Canadian High School Students","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Psychology; Student loan; Loan; Economics; Actuarial science; Business; Mathematics education; Finance","score_opus":0.008197886727745993,"score_gpt":0.1987042259293203,"score_spread":0.1905063392015743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507626498","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":[0.9933135,0.00017257972,0.000052299518,0.000098775214,0.00045221462,0.0001541743,9.920544e-7,0.000042896325,0.0057125986],"genre_scores_gemma":[0.9946608,0.00018063096,0.000037733975,0.00065838365,0.0010791363,0.000003661198,0.000024981426,0.0000382067,0.0033164842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996512,0.000022214032,0.0003756376,0.00029164975,0.00057486776,0.0022236553],"domain_scores_gemma":[0.99907976,0.000006671867,0.00030804248,0.00025322306,0.00026424584,0.000088078894],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013365208,0.0002390565,0.00023933851,0.00075184193,0.00060068746,0.00032909185,0.0007134515,0.000100228746,0.0025148639],"category_scores_gemma":[0.000101968806,0.00022199615,0.0001728396,0.0006250842,0.00004504164,0.0016106596,0.00012522117,0.0010851264,0.0014954683],"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":[0.000032885247,0.000049506278,0.9673639,0.0000061221626,0.000051963376,0.000030407731,0.000033959797,0.0000032838227,0.000017937107,0.030466467,0.0013626253,0.0005809282],"study_design_scores_gemma":[0.0008080981,0.000046168832,0.93611485,0.000055402994,0.00022514547,0.000018889672,0.00049750623,0.000120078286,0.000015438229,0.05260128,0.009100838,0.00039631667],"about_ca_topic_score_codex":0.30501884,"about_ca_topic_score_gemma":0.53042704,"teacher_disagreement_score":0.22540818,"about_ca_system_score_codex":0.0011017944,"about_ca_system_score_gemma":0.00078648905,"threshold_uncertainty_score":0.999282},"labels":[],"label_agreement":null},{"id":"W1510259323","doi":"10.2139/ssrn.782386","title":"The Cost of Business Cycles for Unskilled Workers","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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":"Business; Labour economics; Operations management; Economics","score_opus":0.008591243855192372,"score_gpt":0.2305817712518821,"score_spread":0.22199052739668973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510259323","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":[0.98262036,0.0036936149,0.00581818,0.0047270046,0.0005318312,0.00068737846,0.000002268685,0.000061023602,0.0018583671],"genre_scores_gemma":[0.9950365,0.000822547,0.00014740204,0.00025373223,0.001996185,0.000017288592,0.000012962841,0.000031885025,0.0016814973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976178,0.000014418447,0.00048325228,0.00017212567,0.0003249426,0.001387481],"domain_scores_gemma":[0.9985508,0.00010490826,0.0005297646,0.00020212344,0.0006009116,0.000011506748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018722758,0.000173495,0.00024498053,0.00019927046,0.00062219094,0.00020947235,0.00043447144,0.000054647593,0.000048297796],"category_scores_gemma":[0.0003062765,0.00011982021,0.00021995204,0.0006908126,0.00007523801,0.00068015873,0.000061792845,0.00041330187,0.000045663262],"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":[0.000799327,0.00026720323,0.31841713,0.0000750242,0.00029089174,0.0000016674442,0.00006662191,0.0021688712,0.0004878989,0.5014424,0.007294042,0.16868897],"study_design_scores_gemma":[0.0049163275,0.00009686839,0.12952998,0.00026199524,0.00092948764,0.00003762267,0.0024653333,0.012306007,0.00018497562,0.21368459,0.63460726,0.0009795799],"about_ca_topic_score_codex":0.00018399951,"about_ca_topic_score_gemma":0.0040661986,"teacher_disagreement_score":0.6273132,"about_ca_system_score_codex":0.0002492493,"about_ca_system_score_gemma":0.00041956137,"threshold_uncertainty_score":0.48861265},"labels":[],"label_agreement":null},{"id":"W1511626057","doi":"","title":"Incorporating Uncertainty into Accounting Estimates of Pension Liabilities","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pension; Pension plan; Actuarial science; Current liability; Point (geometry); Accounting; Economics; Point estimation; Business; Econometrics; Finance; Statistics; Mathematics","score_opus":0.008748545950966916,"score_gpt":0.2295467531701903,"score_spread":0.22079820721922339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511626057","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":[0.9964564,0.0013479639,0.0005281189,0.00016630927,0.000343057,0.00012597351,4.0409924e-7,0.000057319143,0.00097448664],"genre_scores_gemma":[0.9969929,0.000084844876,0.0007608083,0.00017515059,0.001803202,0.0000043410746,0.000020593103,0.00003706649,0.00012110193],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99678004,0.000027226586,0.00069934246,0.00021095526,0.0005187595,0.0017636999],"domain_scores_gemma":[0.9981895,0.00010439049,0.00093803357,0.00022868182,0.0005165157,0.000022895638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00369563,0.00025926,0.00039263628,0.00041615646,0.00048430258,0.00018131609,0.00032828093,0.000086373075,0.00013565928],"category_scores_gemma":[0.00083183916,0.00022279049,0.0002102165,0.0006797671,0.000099130615,0.002661967,0.00020053246,0.0008036556,0.00008730139],"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":[0.00004260691,0.0000799346,0.83206713,0.000092294154,0.000033906457,7.89093e-7,0.00016082611,0.0001967431,0.0018329301,0.16152988,0.00009652171,0.003866453],"study_design_scores_gemma":[0.0013207301,0.000121653204,0.09683486,0.00047084872,0.00066536467,0.00006698303,0.007944401,0.0169313,0.0007598676,0.8690942,0.004652219,0.0011375789],"about_ca_topic_score_codex":0.0017819696,"about_ca_topic_score_gemma":0.00096635934,"teacher_disagreement_score":0.73523223,"about_ca_system_score_codex":0.0004061066,"about_ca_system_score_gemma":0.00033387687,"threshold_uncertainty_score":0.90851325},"labels":[],"label_agreement":null},{"id":"W1513050421","doi":"10.17848/9780880995511.ch10","title":"Public Pension Plans in the United States and Canada","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Pension; Political science; Public administration; Business; Law","score_opus":0.023920443738890594,"score_gpt":0.19021011854613937,"score_spread":0.16628967480724877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513050421","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15701139,0.00012288253,0.000001206928,0.0029777715,0.00014545585,0.00042142536,0.00003018364,0.000052075284,0.83923763],"genre_scores_gemma":[0.5332586,0.0012575575,0.000044014672,0.045142226,0.0014096899,0.000020328464,0.009588556,0.00017072193,0.40910828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825853,0.000011796029,0.00047922652,0.0003888507,0.0005825762,0.00027899348],"domain_scores_gemma":[0.9990942,0.00009334648,0.00024071443,0.00038893727,0.00016991388,0.000012872851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003820753,0.0003418056,0.00036955293,0.0006693467,0.00017954876,0.0004283272,0.0003291202,0.00012884574,0.0044546523],"category_scores_gemma":[0.00004111635,0.00023104582,0.000068598674,0.00022457747,0.0000547387,0.000364653,0.00012097253,0.00027997955,0.000121244135],"study_design_candidate":"not_applicable","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":[0.000055100434,0.000038191727,0.13939442,0.00016596176,0.000041942883,0.00029639725,0.000089551984,0.00006474283,0.0000015356197,0.5595969,0.29792055,0.0023347416],"study_design_scores_gemma":[0.00018159309,0.0000039656975,0.014508692,0.000078107354,0.00007922116,0.0000018298006,0.0000548,0.0015185773,1.5050162e-7,0.008801744,0.9744437,0.00032762115],"about_ca_topic_score_codex":0.8512106,"about_ca_topic_score_gemma":0.9763013,"teacher_disagreement_score":0.67652315,"about_ca_system_score_codex":0.00005881894,"about_ca_system_score_gemma":0.00008306148,"threshold_uncertainty_score":0.99645543},"labels":[],"label_agreement":null},{"id":"W1513138087","doi":"","title":"Credit Card Use After the Final Mortgage Payment: Does the Magnitude of Income Shocks Matter?","year":2009,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Consumption smoothing; Payment; Consumption (sociology); Economics; Credit card; Debt; Monetary economics; Exploit; Econometrics; Macroeconomics; Finance","score_opus":0.011904096505564099,"score_gpt":0.21518150840143527,"score_spread":0.20327741189587117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513138087","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":[0.99107987,0.00031745658,0.000012646442,0.001425765,0.0010442508,0.0005121472,0.000048882634,0.00008469176,0.0054742643],"genre_scores_gemma":[0.99118,0.000024762614,0.00012431112,0.004752447,0.0014001005,0.00005540844,0.000039424347,0.000037335136,0.0023862284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741906,0.000068810434,0.0008773342,0.0005422503,0.00053615135,0.0005564057],"domain_scores_gemma":[0.9978231,0.00020462305,0.0006243549,0.0010263276,0.00028796078,0.000033628872],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072332815,0.00045177268,0.0005671609,0.0003452666,0.00046299864,0.000482232,0.0007883568,0.00012839724,0.0047661355],"category_scores_gemma":[0.00016480571,0.0002622569,0.000450763,0.000542157,0.00042092794,0.0014705731,0.0002879754,0.00036855534,0.00086247036],"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":[0.00010032988,0.0000898853,0.98777133,0.00004767435,0.000048415495,0.000029531118,0.00013096386,0.000019162137,0.000089420064,0.0009557688,0.010359037,0.00035845628],"study_design_scores_gemma":[0.0004417853,0.000021219857,0.9633699,0.00010467409,0.000323191,0.000008930082,0.00009984599,0.00025325542,0.00006700648,0.00065227854,0.034278527,0.000379367],"about_ca_topic_score_codex":0.0008836812,"about_ca_topic_score_gemma":0.0008343387,"teacher_disagreement_score":0.024401436,"about_ca_system_score_codex":0.000094639276,"about_ca_system_score_gemma":0.0000629256,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W1513878546","doi":"10.61190/fsr.v18i3.4946","title":"IRAs under progressive tax regimes and income growth","year":2009,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Taxable income; Economics; Deductible; Income tax; Tax deduction; Tax rate; Gross income; State income tax; Labour economics; Public economics; Tax reform; Actuarial science; Monetary economics; Accounting","score_opus":0.007530394303566609,"score_gpt":0.2330982878582678,"score_spread":0.2255678935547012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513878546","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":[0.6519591,0.31789684,0.00003263575,0.00871655,0.00053823437,0.0023364173,0.000014754951,0.00044030114,0.018065156],"genre_scores_gemma":[0.89719844,0.025042858,0.0006710932,0.073363885,0.0025831067,0.00008175513,0.00020819416,0.000058753052,0.0007918891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99816775,0.000023951332,0.00054323085,0.000494682,0.00038402056,0.00038639072],"domain_scores_gemma":[0.9987045,0.00001992637,0.0005401939,0.0003495979,0.00035760895,0.00002815166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035655338,0.0003399725,0.00064542703,0.00018172352,0.000277387,0.00022329779,0.00038659121,0.00010134678,0.0003672349],"category_scores_gemma":[0.00011084815,0.0002868897,0.00016808575,0.0011982899,0.000047025274,0.001356134,0.00019511179,0.0001554231,0.00041831002],"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":[0.00015895191,0.000526699,0.40497375,0.04654232,0.00006065338,0.00025168873,0.00019998258,0.000004763118,0.00015101166,0.40703624,0.03207304,0.10802091],"study_design_scores_gemma":[0.00048269067,0.000048572427,0.65568745,0.010367615,0.0005039927,0.0000055940236,0.000012036104,0.00016113829,0.000016773347,0.026283387,0.30567822,0.0007525638],"about_ca_topic_score_codex":0.00040996014,"about_ca_topic_score_gemma":0.00015354913,"teacher_disagreement_score":0.38075286,"about_ca_system_score_codex":0.000028452829,"about_ca_system_score_gemma":0.00002903383,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W1514669523","doi":"10.2139/ssrn.826084","title":"Can Professors Afford to Retire? A Survey of Faculty Salaries and Pensions at Canadian Universities","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Accounting; Wages and salaries; Demographic economics; Business; Labour economics; Medical education; Political science; Economics; Medicine","score_opus":0.015449874647919871,"score_gpt":0.2297980562454078,"score_spread":0.21434818159748795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514669523","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":[0.99695796,0.00022012094,0.000011300227,0.0013781448,0.00009147893,0.00014874204,0.000029681562,0.000017864633,0.0011447091],"genre_scores_gemma":[0.99429816,0.0000539049,0.000029178082,0.0002222441,0.00016556513,0.0000014843191,0.0001539952,0.000020061063,0.0050553977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782896,0.000036683872,0.00030663438,0.00021489132,0.0002942613,0.0013185701],"domain_scores_gemma":[0.9990675,0.000030085872,0.00024297874,0.00014583762,0.00047000736,0.000043610762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010996679,0.00018400782,0.00028017754,0.0005636188,0.0006606894,0.00011634046,0.00020942064,0.00007114364,0.00007641756],"category_scores_gemma":[0.000097811935,0.0001723118,0.00007769656,0.0007265754,0.00007993716,0.00041760973,0.00012620562,0.00039283774,0.000020690704],"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":[0.000096372605,0.00002116342,0.9063267,0.000019801879,0.00003582979,0.000011950903,0.00012349091,0.00008053084,0.000102283215,0.08999325,0.00303099,0.00015764606],"study_design_scores_gemma":[0.00050271186,0.00005838414,0.9751562,0.00006344816,0.00015607313,0.000023906889,0.0022542728,0.00027118233,0.000032637065,0.012559592,0.008562238,0.00035938006],"about_ca_topic_score_codex":0.67618775,"about_ca_topic_score_gemma":0.98537296,"teacher_disagreement_score":0.30918518,"about_ca_system_score_codex":0.0009704051,"about_ca_system_score_gemma":0.0013675612,"threshold_uncertainty_score":0.7026672},"labels":[],"label_agreement":null},{"id":"W1518180120","doi":"","title":"Cracks in the Foundations of Growth: What Will the Housing Debacle Mean for the U.S. Economy?","year":2007,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Economics; Quarter (Canadian coin); Debt; Index (typography); Falling (accident); Consumer spending; Household debt; Financial crisis; Economy; Slump; Economic policy; Market economy; Labour economics; Macroeconomics","score_opus":0.024860313651278828,"score_gpt":0.25581469617356434,"score_spread":0.2309543825222855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518180120","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":[0.9744789,0.002660359,0.00088090886,0.004528299,0.0034539988,0.0026142779,0.000035494504,0.00009046767,0.011257275],"genre_scores_gemma":[0.9919389,0.00030510707,0.0003231583,0.004261912,0.0024091494,0.00029288663,0.00017436844,0.000081854465,0.00021266435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670833,0.000093265124,0.0013812676,0.00078887795,0.00038941237,0.00063882273],"domain_scores_gemma":[0.9946796,0.0016664357,0.0015672266,0.0014369818,0.00062804,0.000021732914],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036594125,0.00058751885,0.0007701563,0.0006886834,0.0009741525,0.0015365154,0.0018128584,0.00031094154,0.0007232135],"category_scores_gemma":[0.0005711845,0.00037757863,0.00077411404,0.00071117515,0.0006981656,0.002250956,0.0007583607,0.0007832968,0.00010143202],"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":[0.000060068043,0.00017556816,0.9494986,0.000353053,0.00016322293,0.000005801445,0.0011248986,0.00047400143,0.000009607043,0.037967607,0.0078997165,0.002267852],"study_design_scores_gemma":[0.0025519843,0.00006208197,0.51159966,0.0017975952,0.002919426,0.000020868443,0.010013336,0.024998287,0.000121065976,0.06680331,0.3764832,0.0026291907],"about_ca_topic_score_codex":0.0020686453,"about_ca_topic_score_gemma":0.009795306,"teacher_disagreement_score":0.43789893,"about_ca_system_score_codex":0.00024297796,"about_ca_system_score_gemma":0.0002765394,"threshold_uncertainty_score":0.9998676},"labels":[],"label_agreement":null},{"id":"W1519079261","doi":"","title":"Individual Private Pension Insurances : the effects of sociodemographics characteristics on poverty","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Poverty; Private pension; Context (archaeology); Population; Economics; Order (exchange); Demographic economics; Business; Labour economics; Economic growth; Finance; Geography; Demography","score_opus":0.020565257327539836,"score_gpt":0.2702138186424695,"score_spread":0.24964856131492968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519079261","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":[0.99179876,0.00013717552,5.901826e-7,0.00039912522,0.0006326038,0.0009906233,0.000028064089,0.00004198197,0.0059710536],"genre_scores_gemma":[0.9923529,0.005099138,0.00008052795,0.0011523684,0.00080381805,0.00006546103,0.00026391397,0.00005675265,0.0001251054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656653,0.00017319628,0.0009523681,0.0008378095,0.0007833449,0.00068672776],"domain_scores_gemma":[0.9968452,0.00078746787,0.0008983749,0.0011157937,0.00032409094,0.000029087132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002597851,0.00045220257,0.00084399834,0.001043931,0.00035046114,0.00039000108,0.0012506739,0.00043758214,0.000042506283],"category_scores_gemma":[0.0016195449,0.0003648157,0.00038730263,0.00054622034,0.0003610474,0.00031013816,0.0014739813,0.0017318077,0.000021839753],"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":[0.00035679678,0.0005811077,0.84025717,0.0019980387,0.00015094562,0.00005145918,0.00029240485,0.00054665847,0.00026049916,0.008102224,0.00065674057,0.14674595],"study_design_scores_gemma":[0.0005845134,0.00007916471,0.9723642,0.0011697885,0.00010124747,5.3943495e-7,0.000057964175,0.003922174,0.000091855836,0.0073393183,0.013783755,0.0005055013],"about_ca_topic_score_codex":0.00015110528,"about_ca_topic_score_gemma":0.00015139623,"teacher_disagreement_score":0.14624044,"about_ca_system_score_codex":0.0001840973,"about_ca_system_score_gemma":0.00014053754,"threshold_uncertainty_score":0.9998804},"labels":[],"label_agreement":null},{"id":"W1520416492","doi":"10.2139/ssrn.989165","title":"Sustainable Retirement Income for the Socialite, the Gardener and the Uninsured","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"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":"Economics; Political science","score_opus":0.0065559407980758065,"score_gpt":0.22596845048869857,"score_spread":0.21941250969062276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520416492","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":[0.907997,0.023401788,0.008417534,0.04489276,0.0011664095,0.003677378,0.0000023952155,0.00013367136,0.0103110485],"genre_scores_gemma":[0.9846164,0.00083561003,0.00001772364,0.0018365848,0.002286204,0.00002775061,0.000004669099,0.000030608553,0.010344433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969377,0.000054432996,0.0004442851,0.00020187219,0.00048551126,0.0018762145],"domain_scores_gemma":[0.9983925,0.0003865824,0.0004270423,0.00029218223,0.0004888558,0.000012788102],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013459058,0.00020489591,0.00023091755,0.00013053467,0.0024271896,0.00060009887,0.000581,0.00006170797,0.00004807064],"category_scores_gemma":[0.00046832318,0.000093541086,0.00024374404,0.0005574381,0.00026361123,0.00040224585,0.00019164804,0.0008139108,0.000011509652],"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":[0.00051847566,0.00002214378,0.021474296,0.000023677783,0.0001300934,0.0000024196345,0.00023838674,0.000020670814,0.000015019004,0.97258544,0.0017903469,0.0031790505],"study_design_scores_gemma":[0.0043013315,0.000053978998,0.049937624,0.00003276437,0.00088384,0.000022521206,0.013552184,0.0018064686,0.000012134458,0.599883,0.3291476,0.00036650672],"about_ca_topic_score_codex":0.0009930171,"about_ca_topic_score_gemma":0.0038931365,"teacher_disagreement_score":0.3727024,"about_ca_system_score_codex":0.00034979868,"about_ca_system_score_gemma":0.00029347034,"threshold_uncertainty_score":0.9988715},"labels":[],"label_agreement":null},{"id":"W1521991639","doi":"","title":"Recent Trends in Canadian Defined- Benefit Pension Sector Investment and Risk Management","year":2005,"lang":"en","type":"article","venue":"Bank of Canada review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Valuation (finance); Equity (law); Finance; Economics; Investment (military); Liability; Business; Pension plan; Actuarial science","score_opus":0.012110619574038157,"score_gpt":0.21103199381765797,"score_spread":0.1989213742436198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521991639","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":[0.61689985,0.28008288,9.182043e-7,0.010504323,0.00043219718,0.0014137123,0.000054135584,0.000047115438,0.09056489],"genre_scores_gemma":[0.6474383,0.30911073,0.0011547615,0.03839752,0.0005315935,0.00010973549,0.00042119494,0.00009171938,0.002744432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980824,0.000020730135,0.00063222874,0.0003577,0.00045266777,0.0004542726],"domain_scores_gemma":[0.9990728,0.000015749492,0.00033515433,0.00035926705,0.00014221475,0.00007479996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005815207,0.00024280018,0.0004989297,0.00052626577,0.0001156926,0.000040242576,0.00019289085,0.00003960321,0.0017428003],"category_scores_gemma":[0.00007614558,0.00022644791,0.00007549581,0.0011422613,0.000022482927,0.00029028245,0.000100519275,0.000102445854,0.000016281898],"study_design_candidate":"not_applicable","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":[0.000018242226,0.00006382388,0.33787802,0.002377596,0.000050951166,0.00006545333,0.000016194344,0.00010443023,0.000002540054,0.028038222,0.16503054,0.46635398],"study_design_scores_gemma":[0.00023233687,0.0000044006356,0.22234583,0.0009840459,0.0002019158,8.238724e-7,0.000004383239,0.00042456863,0.000002094075,0.00011516128,0.77548873,0.00019573582],"about_ca_topic_score_codex":0.9683068,"about_ca_topic_score_gemma":0.999191,"teacher_disagreement_score":0.6104582,"about_ca_system_score_codex":0.0005409761,"about_ca_system_score_gemma":0.00017370214,"threshold_uncertainty_score":0.99916977},"labels":[],"label_agreement":null},{"id":"W1522365990","doi":"","title":"Faits saillants de l'Enquete canadienne sur les capacites financieres de 2009 dans le domaine de la retraite","year":2010,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.014984538144811639,"score_gpt":0.24511020747734025,"score_spread":0.23012566933252862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522365990","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":[0.9746502,0.00080945645,0.000023011771,0.0008794406,0.00037685095,0.0007195423,0.00016480072,0.000070090784,0.022306629],"genre_scores_gemma":[0.9770966,0.0068974304,0.0026890899,0.00032646523,0.0012582749,0.00017647038,0.00026290133,0.00017937047,0.011113399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99324447,0.00061924325,0.0012539612,0.0015021887,0.00041584088,0.0029643183],"domain_scores_gemma":[0.9959053,0.0011937137,0.0006739853,0.0013121291,0.0006465634,0.00026833793],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009690902,0.00080064876,0.0011328999,0.0013634438,0.0010748362,0.0010619495,0.0016070276,0.0013680282,0.0005970051],"category_scores_gemma":[0.005586491,0.00095167384,0.00048322952,0.00073922944,0.0013545537,0.0007611835,0.0012633019,0.003304207,0.00005779575],"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":[0.00016636375,0.000259826,0.93512505,0.00083573046,0.00011614435,0.00037818393,0.0008758751,0.0038702576,0.008144804,0.014488145,0.0008303938,0.03490921],"study_design_scores_gemma":[0.00096609205,0.000034166387,0.74842465,0.00097967,0.000100212244,0.000034059136,0.00076163304,0.033294324,0.00045848524,0.006771901,0.20712651,0.0010483122],"about_ca_topic_score_codex":0.15171017,"about_ca_topic_score_gemma":0.36309323,"teacher_disagreement_score":0.21138306,"about_ca_system_score_codex":0.002822077,"about_ca_system_score_gemma":0.002225995,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W1523101780","doi":"","title":"Inegalite de long terme et instabilite annuelle des gains des hommes et des femmes au Canada","year":2008,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05417663781903147,"score_gpt":0.3119122988950002,"score_spread":0.25773566107596874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523101780","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":[0.9496963,0.002135594,0.000009354273,0.0008716054,0.00037180414,0.0008778125,0.00011626636,0.000067052504,0.045854185],"genre_scores_gemma":[0.9533296,0.03444488,0.0016890494,0.001188869,0.00070761866,0.00019537758,0.00048488838,0.00019446119,0.0077652466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926871,0.00069747167,0.0016322635,0.0017011464,0.0007397462,0.0025422713],"domain_scores_gemma":[0.99544847,0.0010493493,0.0006569706,0.0014342482,0.0011888621,0.0002221172],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0049759857,0.00097451825,0.0013091033,0.00125782,0.0014082601,0.0010480202,0.0014417043,0.00053736626,0.0003415236],"category_scores_gemma":[0.004191643,0.0011091667,0.0005033116,0.0010831195,0.0023423545,0.0022120855,0.0027196074,0.0019287862,0.00004143238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015206954,0.00030743546,0.9333896,0.0019365979,0.00012942773,0.00029641026,0.0023782996,0.011630514,0.000049504833,0.0014491638,0.0005859229,0.047695063],"study_design_scores_gemma":[0.00073644624,0.000038738726,0.8859048,0.0018941814,0.00007335559,0.000019605817,0.0014620216,0.0075312154,0.000048261652,0.002988481,0.098239996,0.0010629169],"about_ca_topic_score_codex":0.7136378,"about_ca_topic_score_gemma":0.9609224,"teacher_disagreement_score":0.24728459,"about_ca_system_score_codex":0.0068110307,"about_ca_system_score_gemma":0.0050196103,"threshold_uncertainty_score":0.999989},"labels":[],"label_agreement":null},{"id":"W1524344671","doi":"10.2139/ssrn.342860","title":"A Derivative Valuation of the Florida Pension Election: From DB to DC and Back","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pension; Valuation (finance); Derivative (finance); Pension fund; Actuarial science; Valuation effects; Economics; Business; Financial system; Financial economics; Finance","score_opus":0.013701978369678547,"score_gpt":0.21993089531078808,"score_spread":0.20622891694110954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524344671","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":[0.9963283,0.00037239646,0.0013655849,0.00050494686,0.00028257366,0.00018998682,5.239762e-7,0.000009870597,0.0009458349],"genre_scores_gemma":[0.99815184,0.00012506316,0.00014710388,0.0004657931,0.0004932372,0.000003231552,0.0000050059484,0.000016471444,0.0005922805],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983965,0.00005585156,0.0003211492,0.00020795851,0.00037748448,0.0006410116],"domain_scores_gemma":[0.9991094,0.000033899043,0.00032554104,0.0001688831,0.0003491794,0.000013124596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080233,0.00014564187,0.00019286935,0.00016969792,0.00031625197,0.00011048502,0.000155478,0.000048101487,0.00025305228],"category_scores_gemma":[0.00035587576,0.00010758175,0.00010589016,0.0007945007,0.0000290539,0.0005438485,0.00006072537,0.0004394884,0.00008735987],"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":[0.00027369673,0.00013001681,0.6694151,0.0000349264,0.00019019666,0.0000018401527,0.0004686543,0.0003203082,0.031012263,0.2873382,0.001738725,0.00907607],"study_design_scores_gemma":[0.0020546636,0.00017279886,0.39671654,0.0002238566,0.0005938098,0.000037735135,0.0014421726,0.002102424,0.0069528725,0.56313914,0.025918396,0.00064561283],"about_ca_topic_score_codex":0.0005641529,"about_ca_topic_score_gemma":0.0016753257,"teacher_disagreement_score":0.27580094,"about_ca_system_score_codex":0.00021307754,"about_ca_system_score_gemma":0.00023221069,"threshold_uncertainty_score":0.43870565},"labels":[],"label_agreement":null},{"id":"W1529683601","doi":"10.2139/ssrn.2549194","title":"An Economic Analysis of Proposals to Improve Coverage of Longevity Risk","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bureau de Coopération Interuniversitaire; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Longevity; Longevity risk; Actuarial science; Risk analysis (engineering); Public economics; Economics; Political science; Business; Medicine; Gerontology","score_opus":0.0036358459220514174,"score_gpt":0.22030407865304372,"score_spread":0.2166682327309923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529683601","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":[0.9943645,0.00008997529,0.004619243,0.000059485887,0.00012377981,0.0001607571,0.000010222974,0.000017933215,0.0005540837],"genre_scores_gemma":[0.9988996,0.00018459263,0.00010495198,0.000115365634,0.00053086475,0.0000031394704,0.000024297284,0.000023231016,0.00011395034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759346,0.000065706634,0.0007263142,0.0003179531,0.000309802,0.0009867812],"domain_scores_gemma":[0.9981138,0.00004218548,0.001093993,0.0004369666,0.00028361296,0.000029431438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033506763,0.00020208368,0.00065028254,0.001014899,0.00014774653,0.00010558596,0.00045514092,0.00006754485,0.00021839394],"category_scores_gemma":[0.00020281563,0.00018070998,0.00041545436,0.000965283,0.00004106594,0.00086506933,0.000084666775,0.00046287428,0.00005743538],"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":[0.00011938449,0.0001416416,0.9224533,0.00003053515,0.00063246506,5.023333e-7,0.000044487904,0.005103004,0.0024240473,0.04972284,0.000039350947,0.019288462],"study_design_scores_gemma":[0.0018676268,0.0007030729,0.72705704,0.00006440057,0.009858538,0.000004025952,0.00032771777,0.13437188,0.0015507078,0.11967182,0.0035246122,0.0009985432],"about_ca_topic_score_codex":0.0030966592,"about_ca_topic_score_gemma":0.008547672,"teacher_disagreement_score":0.19539623,"about_ca_system_score_codex":0.00028396782,"about_ca_system_score_gemma":0.00027816556,"threshold_uncertainty_score":0.7369139},"labels":[],"label_agreement":null},{"id":"W1529771076","doi":"10.2139/ssrn.668341","title":"Personal Security Accounts and Mandatory Annuitization in a Dynastic Framework","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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; Business; Actuarial science","score_opus":0.004188554851855769,"score_gpt":0.21280988055711253,"score_spread":0.20862132570525677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529771076","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":[0.99661297,0.0013529618,0.00073324534,0.00055650406,0.00011339335,0.000106893196,0.0000013248751,0.000030316047,0.00049238536],"genre_scores_gemma":[0.99677134,0.0005734026,0.000076252436,0.0007967789,0.0015863916,0.0000041306075,0.000015247645,0.000023287126,0.00015314625],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978446,0.000020789934,0.00033484458,0.00025571755,0.00035918938,0.0011848675],"domain_scores_gemma":[0.9994815,0.00003189138,0.00022411774,0.00010013958,0.000144696,0.00001768352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012351065,0.00018413353,0.00021186548,0.000432147,0.00024214556,0.00027004883,0.00016820984,0.0001022429,0.00024368033],"category_scores_gemma":[0.0002024129,0.00017971692,0.00007514177,0.0005390117,0.00004285363,0.0015708741,0.00007516829,0.0011067884,0.000099557896],"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":[0.000099710625,0.00013024424,0.83654296,0.000042192132,0.00002963452,0.000009861795,0.00040264594,0.00006269231,0.000034522513,0.1512216,0.00024123998,0.011182682],"study_design_scores_gemma":[0.0021690945,0.000072290975,0.3541026,0.00035721937,0.00025671202,0.00011125555,0.001975794,0.053637043,0.000007255781,0.5636051,0.022788681,0.0009169294],"about_ca_topic_score_codex":0.00018071126,"about_ca_topic_score_gemma":0.004623409,"teacher_disagreement_score":0.48244035,"about_ca_system_score_codex":0.00047301542,"about_ca_system_score_gemma":0.00023879597,"threshold_uncertainty_score":0.7328643},"labels":[],"label_agreement":null},{"id":"W1531344682","doi":"","title":"Accounting for the Rise in Consumer Bankruptcies in the U.S. and Canada","year":2004,"lang":"en","type":"article","venue":"2004 Meeting Papers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Population; Earnings; Collateralized debt obligation; Debt; Asset (computer security); Market liquidity; Economics; Business; Monetary economics; Accounting; Collateral; Finance","score_opus":0.008922182994602573,"score_gpt":0.20551419245056765,"score_spread":0.19659200945596508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531344682","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":[0.99226606,0.00096892903,0.0000017765396,0.002699784,0.00016376445,0.00040787598,0.000002029173,0.000018056673,0.003471735],"genre_scores_gemma":[0.996434,0.00003760661,0.000096519485,0.003061144,0.00024246467,0.000046838464,0.0000068998656,0.000016442142,0.000058096357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988095,0.000015270793,0.00030830578,0.0002418175,0.00027928432,0.00034579454],"domain_scores_gemma":[0.9992797,0.00030446882,0.00015320668,0.00019212377,0.00006445785,0.000006072718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010690737,0.00016123337,0.00017562606,0.00012237928,0.00033877537,0.0002295862,0.00026899052,0.000040167237,0.000027533306],"category_scores_gemma":[0.00065040984,0.00010351284,0.000051080115,0.0004976461,0.00007662479,0.00028236242,0.000067577166,0.0001418454,0.000005339628],"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":[0.000020315876,0.000021701691,0.9924442,0.00007916616,0.000008006481,0.000010182783,0.00046063057,0.0021377571,0.00016163608,0.002212694,0.0014044832,0.0010392292],"study_design_scores_gemma":[0.001683553,0.0000060447055,0.7429714,0.00032332996,0.00013492173,0.000002176373,0.0051526837,0.002235033,0.000032215936,0.00073659234,0.24629202,0.00043002286],"about_ca_topic_score_codex":0.67083335,"about_ca_topic_score_gemma":0.89396733,"teacher_disagreement_score":0.2494728,"about_ca_system_score_codex":0.000092389324,"about_ca_system_score_gemma":0.0000943427,"threshold_uncertainty_score":0.4221131},"labels":[],"label_agreement":null},{"id":"W1538406611","doi":"10.2139/ssrn.2503315","title":"The Financial Crisis and Consumers' Income and Pension Expectations","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université Laval","funders":"","keywords":"Financial crisis; Pension; Financial system; Business; Economics; Finance; Macroeconomics","score_opus":0.0045221382720281,"score_gpt":0.2069834045933983,"score_spread":0.2024612663213702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538406611","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":[0.9947647,0.002592167,0.0006491618,0.0012525702,0.00018421547,0.00009946295,2.4262724e-7,0.000027446056,0.0004300369],"genre_scores_gemma":[0.99771416,0.0011444277,0.000047703175,0.00034633686,0.0005471713,0.000004374113,0.0000037425793,0.000015964248,0.00017609433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983399,0.000034190918,0.00028256877,0.00020159282,0.00023893788,0.00090280315],"domain_scores_gemma":[0.9993299,0.0000978279,0.00023123152,0.00014208641,0.0001803715,0.000018574885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012265894,0.00015232322,0.00017669122,0.00017990312,0.0012284894,0.00040809106,0.00015057431,0.00005097156,0.000020127127],"category_scores_gemma":[0.00041347594,0.00010998582,0.00006819648,0.0002852459,0.000089706526,0.0005904076,0.00010538628,0.0005475827,0.000039918174],"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":[0.00007679695,0.000026542526,0.38334334,0.000018184908,0.000032674405,0.000002138117,0.00014710688,0.000004431609,0.000124989,0.59736687,0.000574066,0.018282868],"study_design_scores_gemma":[0.0015141033,0.0000929999,0.32979593,0.000053743894,0.0003620854,0.00008837211,0.0033159365,0.0053706006,0.000015435617,0.63128203,0.027587634,0.000521119],"about_ca_topic_score_codex":0.00025553332,"about_ca_topic_score_gemma":0.0029767705,"teacher_disagreement_score":0.0535474,"about_ca_system_score_codex":0.00007661826,"about_ca_system_score_gemma":0.00012097408,"threshold_uncertainty_score":0.94486713},"labels":[],"label_agreement":null},{"id":"W1539766995","doi":"10.2139/ssrn.676341","title":"Illiquid Assets and Optimal Portfolio Choice","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Simon Fraser University","funders":"","keywords":"Portfolio; Business; Economics; Financial economics; Actuarial science","score_opus":0.00649616169463992,"score_gpt":0.22199876766932228,"score_spread":0.21550260597468235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539766995","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":[0.993443,0.002062262,0.00031023257,0.0010085566,0.00013925771,0.00010154917,5.6853685e-7,0.000061605104,0.0028729655],"genre_scores_gemma":[0.991667,0.000892499,0.00027267114,0.0009983063,0.0035405152,0.0000034635937,0.000014446752,0.00003606041,0.0025750934],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720305,0.000014396468,0.0004026498,0.00028595724,0.00038830953,0.0017056285],"domain_scores_gemma":[0.9992441,0.000024306531,0.00032743035,0.00017591094,0.0002004234,0.000027811207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012875682,0.0002303872,0.00025729908,0.0003617848,0.0003843081,0.00034945994,0.00026521567,0.00007858889,0.0004105696],"category_scores_gemma":[0.00013358395,0.00020819083,0.00013949268,0.00043412205,0.000045146153,0.0017534146,0.0001141524,0.0008968376,0.000246355],"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":[0.00013612448,0.00019991353,0.73246485,0.000034329165,0.000111409514,0.000021975056,0.00004961563,0.00029943723,0.0009030861,0.22733873,0.0054402556,0.03300027],"study_design_scores_gemma":[0.0026048361,0.00016558071,0.20499153,0.00009997753,0.0006420486,0.00032838786,0.0003681296,0.008263462,0.00010525854,0.03401654,0.7471675,0.0012467204],"about_ca_topic_score_codex":0.0002570435,"about_ca_topic_score_gemma":0.001352571,"teacher_disagreement_score":0.7417273,"about_ca_system_score_codex":0.00027301876,"about_ca_system_score_gemma":0.00025185835,"threshold_uncertainty_score":0.84897757},"labels":[],"label_agreement":null},{"id":"W1540815133","doi":"10.17848/9781429454858","title":"Individual Accounts for Social Security Reform: International Perspectives on the U.S. Debate","year":2006,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institut für Arbeitsmarkt- und Berufsforschung; W.E. Upjohn Institute for Employment Research","keywords":"Social security; Political science; Public administration; Law","score_opus":0.02289502590179452,"score_gpt":0.24887042776967103,"score_spread":0.2259754018678765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540815133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006225847,0.000051263305,0.000018060146,0.002251193,0.00070809433,0.0007720126,0.00020095798,0.00014864797,0.9896239],"genre_scores_gemma":[0.09248189,0.000021592066,0.00008911561,0.0059085884,0.020226525,0.00017952442,0.004948642,0.00016223693,0.87598187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997501,0.000010547091,0.00049954595,0.00062563893,0.000987725,0.00037550982],"domain_scores_gemma":[0.9981849,0.000085001564,0.00065988646,0.00030663368,0.0007557114,0.000007843498],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064330304,0.00048006512,0.00043630504,0.0004992878,0.0006358487,0.0008199468,0.0009487134,0.0003117907,0.0020299028],"category_scores_gemma":[0.00012659148,0.00033525858,0.00053237594,0.00021397395,0.00013444111,0.0007628617,0.00037642816,0.00038706046,0.00048649154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060037586,0.00007361742,0.00068370975,0.00004822891,0.000094918265,0.0000027603185,0.0001724599,0.0000010681717,7.952227e-7,0.41976622,0.5787922,0.00030395534],"study_design_scores_gemma":[0.00045352842,0.000011601971,0.0047773235,0.000077104094,0.00034272918,3.4644793e-7,0.0003536315,0.0004221077,0.00000251805,0.05482808,0.9382138,0.0005171801],"about_ca_topic_score_codex":0.00061391824,"about_ca_topic_score_gemma":0.00073521136,"teacher_disagreement_score":0.36493814,"about_ca_system_score_codex":0.0005119168,"about_ca_system_score_gemma":0.00009678571,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W1541069170","doi":"10.5539/ass.v11n18p49","title":"Financial Well-Being among Public Employees in Malaysia: A Preliminary Study","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Business; Affect (linguistics); Order (exchange); Test (biology); Finance; Deliberation; Public relations; Marketing; Psychology; Political science","score_opus":0.019072681421415345,"score_gpt":0.25183443724963545,"score_spread":0.2327617558282201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541069170","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":[0.8821037,0.000009567643,0.000009762101,0.00045838137,0.0003326531,0.000396448,3.2655328e-7,0.00009385591,0.11659532],"genre_scores_gemma":[0.9981844,3.73896e-7,0.000060951777,0.00039021368,0.0010783783,0.000041204283,0.0000057521693,0.000019564997,0.00021917988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707115,0.00003686881,0.00043372388,0.00063343334,0.0011096648,0.0007151564],"domain_scores_gemma":[0.99903876,0.000016213035,0.00025237238,0.00026237592,0.00038707716,0.00004317596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019405597,0.00022784188,0.0003187602,0.0007807356,0.0006886971,0.0007750796,0.0008702523,0.00008236325,0.00009318745],"category_scores_gemma":[0.0008401703,0.0002276152,0.00009371852,0.00502745,0.0004724937,0.0039591542,0.0006219006,0.00021430019,0.00028118768],"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":[0.000024057697,0.0003019779,0.97783536,0.000009412321,0.0000018704114,0.000053589123,0.0021639508,0.00000239414,0.000015728228,0.014252138,0.0011180055,0.004221503],"study_design_scores_gemma":[0.0005070524,0.000055161705,0.9883832,0.00002112148,0.000030075218,3.6872584e-7,0.0030336047,0.00039537437,0.0000053114068,0.005201562,0.002083336,0.00028384294],"about_ca_topic_score_codex":0.0013490928,"about_ca_topic_score_gemma":0.0011576606,"teacher_disagreement_score":0.11637615,"about_ca_system_score_codex":0.00019554292,"about_ca_system_score_gemma":0.00022280496,"threshold_uncertainty_score":0.9281878},"labels":[],"label_agreement":null},{"id":"W1541118679","doi":"","title":"Managing public pension reserves - Part II : lessons from five recent OECD initiatives","year":2002,"lang":"en","type":"article","venue":"Social Protection and Labor Policy and Technical Notes","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Limiting; Sustainability; Business; Capital market; Economic policy; Capital (architecture); National Pension; Finance; Economics","score_opus":0.06674078983548963,"score_gpt":0.29382792153096016,"score_spread":0.2270871316954705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541118679","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":[0.9132725,0.00037251576,0.00003612089,0.08047509,0.00010251951,0.00044668777,0.000031323718,0.00028145296,0.0049817823],"genre_scores_gemma":[0.9952778,0.0007058493,0.000093608534,0.0019106956,0.0017035219,0.00004850315,0.000039811912,0.000021084234,0.00019911402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985913,0.00006425501,0.0003506744,0.0004232056,0.00026498007,0.00030558568],"domain_scores_gemma":[0.99931127,0.00007690348,0.00023833982,0.00015296458,0.0001887662,0.000031747615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003480431,0.00021112412,0.00029730768,0.000323282,0.0014396876,0.00035553117,0.000113955146,0.00017537296,0.00073454395],"category_scores_gemma":[0.0012081536,0.00019015453,0.00008260678,0.00076204195,0.00020662282,0.0010111758,0.00031981347,0.00028784017,0.000041695046],"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":[0.00024056535,0.000744543,0.06299415,0.00027564718,0.000114921466,0.000020591318,0.0015739093,0.000004317833,0.005378105,0.6487469,0.007920587,0.27198577],"study_design_scores_gemma":[0.0011051878,0.000086991204,0.6355465,0.00012574617,0.00014541979,0.000002246931,0.00032474432,0.0021934921,0.00020871231,0.11209257,0.24743257,0.0007358117],"about_ca_topic_score_codex":0.0037414532,"about_ca_topic_score_gemma":0.0008890512,"teacher_disagreement_score":0.5725523,"about_ca_system_score_codex":0.00003638415,"about_ca_system_score_gemma":0.000012640032,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W1541472573","doi":"","title":"The Case for Trills: Giving Canadians and Their Pension Funds a Stake in the Wealth of the Nation","year":2008,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coupon; Pension; Equity (law); Debt; Earnings; Dividend; Business; Government (linguistics); Payment; Economics; Financial system; Finance; Political science; Law","score_opus":0.02645420863111119,"score_gpt":0.21886188472592705,"score_spread":0.19240767609481585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541472573","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":[0.5780303,0.0051026065,0.00018268096,0.013434389,0.0021770722,0.011072595,0.0003039237,0.00014614066,0.3895503],"genre_scores_gemma":[0.79303664,0.0004191705,0.000034179186,0.003164145,0.0011682358,0.000079839476,0.00015055809,0.00007359246,0.20187366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847305,0.000048047754,0.00055698305,0.00031422812,0.00029797357,0.00030969732],"domain_scores_gemma":[0.99791956,0.0006036585,0.0006339831,0.0005009361,0.0003315565,0.000010318841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013369649,0.00028632252,0.00035764428,0.00029945115,0.0009582587,0.00021754658,0.00041488712,0.00014614894,0.000033010983],"category_scores_gemma":[0.0003628757,0.0001310576,0.0002112443,0.00045568802,0.00013756484,0.0002910718,0.00013491734,0.00024129677,0.000003298879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002697026,0.00017562753,0.036469296,0.0021734114,0.00017444103,0.00023185319,0.0060516563,0.0000939492,0.000039359773,0.39590752,0.5161595,0.042253736],"study_design_scores_gemma":[0.000600378,0.000022996799,0.011428817,0.00031982048,0.00017407122,0.000044995282,0.0018458932,0.008487449,0.000002938872,0.0053415247,0.97137165,0.0003594872],"about_ca_topic_score_codex":0.048115004,"about_ca_topic_score_gemma":0.5063589,"teacher_disagreement_score":0.45824394,"about_ca_system_score_codex":0.00013265002,"about_ca_system_score_gemma":0.00025648376,"threshold_uncertainty_score":0.9582237},"labels":[],"label_agreement":null},{"id":"W1541599229","doi":"10.3386/w19716","title":"The Importance of Financial Resources for Student Loan Repayment","year":2013,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Human Resources and Skills Development Canada","keywords":"Loan; Student loan; Business; Finance; Financial system","score_opus":0.1828262644059512,"score_gpt":0.455131396033052,"score_spread":0.2723051316271008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541599229","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":[0.59508723,0.0033046822,0.0000025648083,0.0017446283,0.0017345856,0.0040843324,0.00014326906,0.000039166287,0.3938595],"genre_scores_gemma":[0.9597437,0.0011253125,0.00019013867,0.00016273365,0.007956519,0.00084267254,0.00084285485,0.000102385944,0.029033715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949959,0.00004097751,0.0015028361,0.0005818407,0.0024070174,0.00047143674],"domain_scores_gemma":[0.99113923,0.00090185984,0.0015977692,0.00054915034,0.0057933675,0.000018634173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008637365,0.00026181963,0.0006492639,0.00081054517,0.00041598605,0.00025108247,0.0010362981,0.00023738219,0.00044739887],"category_scores_gemma":[0.003472003,0.00020698008,0.00043319975,0.0003700712,0.00032335435,0.00038963166,0.0004988099,0.00035386116,0.00011109168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001778229,0.00017249439,0.16220869,0.0007239191,0.00014462786,0.0000017590213,0.000048433514,0.00012189289,0.000062135754,0.33143196,0.50345504,0.0014512152],"study_design_scores_gemma":[0.00063842215,0.00007113979,0.09562029,0.00027987687,0.00010818117,9.436135e-7,0.00008962967,0.0009564543,0.00006841865,0.15641674,0.7453829,0.00036697672],"about_ca_topic_score_codex":0.0028732382,"about_ca_topic_score_gemma":0.001834027,"teacher_disagreement_score":0.3648258,"about_ca_system_score_codex":0.00076969416,"about_ca_system_score_gemma":0.0012823058,"threshold_uncertainty_score":0.8440403},"labels":[],"label_agreement":null},{"id":"W154222511","doi":"10.2139/ssrn.1706893","title":"Annuities and Their Derivatives: The Recent Canadian Experience","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Actuarial science; Economics","score_opus":0.007627793239303453,"score_gpt":0.20551551192248182,"score_spread":0.19788771868317837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154222511","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":[0.993553,0.0008160884,0.000048094375,0.0028349985,0.0002928265,0.00010287016,9.01685e-7,0.000020209565,0.0023309987],"genre_scores_gemma":[0.9958333,0.0010035523,0.00001609805,0.0016459062,0.00095888926,0.000006953125,0.000004576457,0.000017024688,0.00051374634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981074,0.000015225002,0.000212519,0.00017800844,0.00017169297,0.0013152049],"domain_scores_gemma":[0.99937874,0.000028974397,0.00016238996,0.0001862918,0.00021485437,0.000028720959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009807015,0.000165294,0.00014249208,0.00020408386,0.0008558351,0.0004228285,0.0003479361,0.000050227114,0.00030239485],"category_scores_gemma":[0.00019703036,0.00010315719,0.00006253914,0.00038965375,0.00014088443,0.00081176736,0.000066335575,0.0010611422,0.000033038657],"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":[0.00003476933,0.000035202313,0.4050722,0.000011972069,0.00006148633,0.000006348998,0.0029134164,0.0000048175134,0.0017359933,0.5444316,0.0013707796,0.04432138],"study_design_scores_gemma":[0.00044305713,0.000035658926,0.10573785,0.00003159581,0.00006189723,0.00010425611,0.020576239,0.0007538917,0.00014731409,0.21254039,0.6590634,0.0005044553],"about_ca_topic_score_codex":0.022039361,"about_ca_topic_score_gemma":0.48651928,"teacher_disagreement_score":0.6576926,"about_ca_system_score_codex":0.00014565658,"about_ca_system_score_gemma":0.00059541763,"threshold_uncertainty_score":0.984473},"labels":[],"label_agreement":null},{"id":"W1542774096","doi":"","title":"Do the Rich Save More in Canada","year":2006,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Proxy (statistics); Construct (python library); Economics; Demographic economics; Low income; Income elasticity of demand; Econometrics; Statistics; Computer science; Mathematics","score_opus":0.011197297254069517,"score_gpt":0.21052313807518466,"score_spread":0.19932584082111515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542774096","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":[0.9590015,0.0013434505,0.000005900109,0.0009984486,0.003610996,0.00080983015,0.000079290956,0.000103567676,0.034047015],"genre_scores_gemma":[0.9925787,0.000035602417,0.00013069103,0.0025849598,0.0025159658,0.00014032231,0.0003699764,0.000096514326,0.0015473099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957012,0.000064452215,0.001350884,0.0012222942,0.0007763058,0.00088488846],"domain_scores_gemma":[0.99676394,0.00020562053,0.0011948359,0.001448774,0.0003461602,0.000040638795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008419275,0.00083638047,0.001097504,0.0007717585,0.00038209234,0.00058422587,0.0013335585,0.00034750142,0.0025071888],"category_scores_gemma":[0.0002438802,0.00073133316,0.00040020642,0.0008479875,0.00026024738,0.0005559332,0.0013205785,0.001218168,0.00047618154],"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":[0.000018228993,0.000050222683,0.91498977,0.00016899944,0.0000418972,0.00009830106,0.000054396252,0.00072581344,0.0000034619886,0.0013482464,0.082150094,0.00035059403],"study_design_scores_gemma":[0.00048827115,0.0000034688476,0.9106083,0.00031959283,0.00024976497,0.0000054089646,0.00021326222,0.0029453014,0.000007704459,0.0011417533,0.08300785,0.0010093261],"about_ca_topic_score_codex":0.89895844,"about_ca_topic_score_gemma":0.9588894,"teacher_disagreement_score":0.059930995,"about_ca_system_score_codex":0.0016732205,"about_ca_system_score_gemma":0.00199536,"threshold_uncertainty_score":0.99951375},"labels":[],"label_agreement":null},{"id":"W1543098948","doi":"","title":"Costs, Savings Incentives and OAS/GIS","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Business; Population; Product (mathematics); Cost–benefit analysis; Economics; Operations management; Microeconomics; Medicine","score_opus":0.017498874968010492,"score_gpt":0.20940806730285627,"score_spread":0.19190919233484577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543098948","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":[0.943946,0.00023532004,0.000003032263,0.00794529,0.00012975835,0.00016896162,0.00001741561,0.00008577912,0.047468435],"genre_scores_gemma":[0.9843883,0.000067146626,0.00004658435,0.011996904,0.0014012314,0.000011463866,0.00009035657,0.000030415575,0.0019676061],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984886,0.0000116291785,0.0002458632,0.00034495196,0.00022264356,0.0006862856],"domain_scores_gemma":[0.99916685,0.000019761212,0.00013028327,0.0002924425,0.00022775176,0.00016288919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019307918,0.00020717194,0.00023056069,0.0015835882,0.00067367224,0.00039822105,0.0002914715,0.000087563465,0.0005509659],"category_scores_gemma":[0.0006103336,0.00021745298,0.00007682701,0.0015676674,0.00020823543,0.0016407317,0.00012853349,0.00012349614,0.0003976925],"study_design_candidate":"observational","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":[0.000002917246,0.000014996726,0.8045696,0.000023194225,0.000011952698,0.000045289664,0.00009852891,1.7217894e-7,0.00002733131,0.1350269,0.054338954,0.005840152],"study_design_scores_gemma":[0.00019096004,0.0000027997698,0.42851582,0.000014073973,0.000014930703,0.0000063690154,0.00003449389,0.00018418927,0.0000028615575,0.0005959822,0.57022846,0.00020907375],"about_ca_topic_score_codex":0.6166374,"about_ca_topic_score_gemma":0.34043583,"teacher_disagreement_score":0.51588947,"about_ca_system_score_codex":0.00034479197,"about_ca_system_score_gemma":0.00071997585,"threshold_uncertainty_score":0.88674754},"labels":[],"label_agreement":null},{"id":"W1546741540","doi":"","title":"Pension Funds and Incentive Compensation: A Story Based on the Ontario Teachers' Experience","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Compensation (psychology); Pension; Benchmark (surveying); Investment (military); Plan (archaeology); Actuarial science; Pension fund; Pension plan; Pension system; Business; Finance; Accounting; Economics; Microeconomics; Political science; Psychology","score_opus":0.011119633323128025,"score_gpt":0.21522204330830078,"score_spread":0.20410240998517276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546741540","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":[0.994344,0.00020386989,0.00027407694,0.002654154,0.00011709559,0.00014991515,1.3887112e-7,0.000027944465,0.002228835],"genre_scores_gemma":[0.9952618,0.00003782743,0.00003727531,0.003194561,0.00041443776,0.0000034086293,0.0000069367416,0.000010960984,0.0010328069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817497,0.000048770886,0.00022793759,0.00024769394,0.00043382103,0.00086679374],"domain_scores_gemma":[0.99931,0.0000540586,0.0002647768,0.00019979345,0.00015536025,0.00001602299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013174925,0.00018754542,0.00017904844,0.00019830247,0.00078065286,0.00026642156,0.00023489661,0.00005050559,0.00026819558],"category_scores_gemma":[0.00010399525,0.00013405216,0.000100898455,0.00031387774,0.00006390024,0.00066634116,0.00003864108,0.0011618352,0.000047720998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043369585,0.00031318,0.72143984,0.000008371908,0.0000445094,0.000021155749,0.0034594722,0.00018538369,0.0006595535,0.2561557,0.0017035623,0.015575594],"study_design_scores_gemma":[0.0016453466,0.00031048915,0.8839829,0.0001580704,0.00019141761,0.000018404331,0.0041533457,0.009009699,0.000038792663,0.054985095,0.044894256,0.0006122024],"about_ca_topic_score_codex":0.0018519881,"about_ca_topic_score_gemma":0.019506404,"teacher_disagreement_score":0.2011706,"about_ca_system_score_codex":0.0007198317,"about_ca_system_score_gemma":0.00034089736,"threshold_uncertainty_score":0.9983851},"labels":[],"label_agreement":null},{"id":"W1548918997","doi":"10.1016/b978-0-444-63459-7.00008-7","title":"Student Loans and Repayment","year":2016,"lang":"en","type":"book-chapter","venue":"Handbook of the economics of education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Student loan; Moral hazard; Debt; Loan; Incentive; Student debt; Investment (military); Participation loan; Actuarial science; Imperfect; Business; Economics; Consumption (sociology); Non-conforming loan; Finance; Monetary economics; Non-performing loan; Microeconomics","score_opus":0.0107066560822017,"score_gpt":0.21214334746221572,"score_spread":0.20143669138001402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548918997","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33581212,0.003588265,0.000012184747,0.000921041,0.0029117651,0.0010988256,0.00003344535,0.000024271343,0.6555981],"genre_scores_gemma":[0.3422855,0.0034046597,0.00038964112,0.0012352831,0.0032559782,0.000040191982,0.000102977225,0.00013911887,0.6491467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990174,0.0000032816138,0.0005249516,0.0002534999,0.00010535092,0.00009551407],"domain_scores_gemma":[0.99806726,0.000029184079,0.0012029312,0.00048556746,0.00020659032,0.000008480838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020327825,0.0001896959,0.00034146808,0.00021201494,0.0000679953,0.00004699228,0.00028253757,0.00009437109,0.00041556676],"category_scores_gemma":[0.000027832157,0.00014336582,0.00018107776,0.000020054476,0.00010749394,0.0002696397,0.00024192053,0.00006194727,0.000054953955],"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":[0.000063660416,0.0001553265,0.078697376,0.0005368558,0.00015974503,1.4961205e-7,0.00020005478,0.000011594566,0.0003906661,0.8955087,0.013300085,0.010975779],"study_design_scores_gemma":[0.0009825791,0.00005341469,0.045190174,0.0058485433,0.0015463255,0.0000017432998,0.00010815373,0.00010247319,0.0014628902,0.2767602,0.6669223,0.0010212708],"about_ca_topic_score_codex":0.00006963397,"about_ca_topic_score_gemma":0.00010336495,"teacher_disagreement_score":0.65362215,"about_ca_system_score_codex":0.00008426454,"about_ca_system_score_gemma":0.00010429106,"threshold_uncertainty_score":0.5846288},"labels":[],"label_agreement":null},{"id":"W1550174803","doi":"10.2139/ssrn.1444351","title":"The Case for Trills: Giving the People and Their Pension Funds a Stake in the Wealth of the Nation","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Pension; Business; Pension fund; Finance; Actuarial science","score_opus":0.012233609290743254,"score_gpt":0.230105979183815,"score_spread":0.21787236989307177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550174803","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":[0.98789763,0.0018004269,0.00022508057,0.00933208,0.000120226854,0.00045325307,0.0000012403937,0.0000073322126,0.00016275332],"genre_scores_gemma":[0.9978877,0.00068060524,0.00000550326,0.00076615205,0.00046929892,0.000007946492,0.0000024968551,0.000010645517,0.00016967612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99831265,0.00010503734,0.000388004,0.00014634209,0.00025828698,0.0007896865],"domain_scores_gemma":[0.9987096,0.0003393428,0.0004870631,0.00025771782,0.00020027842,0.000005987327],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0056760735,0.00014434321,0.00016917296,0.0001128528,0.0013706429,0.00029128723,0.00041373217,0.00003976637,0.000005645046],"category_scores_gemma":[0.00041459734,0.00005632379,0.00015420685,0.00070489675,0.000048988062,0.00039138497,0.000055277033,0.0006277097,0.000001084575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047929698,0.00024277749,0.09724443,0.00008653712,0.00009571743,0.00001048592,0.005095707,0.0002103797,0.0007123661,0.7506481,0.0018024533,0.14337175],"study_design_scores_gemma":[0.0027660192,0.00033064443,0.35624334,0.00020519152,0.00036584688,0.00078971323,0.042429302,0.03536733,0.000059600607,0.52620816,0.034750096,0.00048474045],"about_ca_topic_score_codex":0.0008622464,"about_ca_topic_score_gemma":0.047506746,"teacher_disagreement_score":0.25899893,"about_ca_system_score_codex":0.00013535882,"about_ca_system_score_gemma":0.00022096903,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W1550698612","doi":"10.22004/ag.econ.273918","title":"Precautionary Savings and Wealth Inequality: a Global Sensitivity Analysis","year":2011,"lang":"en","type":"preprint","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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; Precautionary savings; Econometrics; Inequality; Depreciation (economics); Robustness (evolution); Index (typography); Consumption (sociology); Ambiguity aversion; Economic inequality; Microeconomics; Monetary economics; Capital formation; Ambiguity; Mathematics; Profit (economics)","score_opus":0.037302577657766324,"score_gpt":0.24615245019433177,"score_spread":0.20884987253656545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550698612","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":[0.9936185,0.00015425532,0.000791803,0.0005507516,0.00013083951,0.00041939193,0.00018879646,0.00007908308,0.004066579],"genre_scores_gemma":[0.9968226,0.000226614,0.0011403047,0.00022503335,0.00019744322,8.8539525e-7,0.0005778667,0.000018711715,0.00079052575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706876,0.00018931254,0.00041329613,0.001066472,0.0007397902,0.0005223674],"domain_scores_gemma":[0.99750453,0.000111848545,0.00074122136,0.00079721166,0.0007679276,0.00007723065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018791155,0.00042300313,0.0010908077,0.0011110619,0.00043808203,0.00013955627,0.00051241386,0.00036549676,0.001462748],"category_scores_gemma":[0.00012794486,0.00053501973,0.0005859392,0.0017880416,0.00041293548,0.0011578385,0.002982356,0.0004938991,0.00018901186],"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":[0.00018334827,0.00020235243,0.98639894,0.0008818926,0.000625892,0.00018586793,0.00069498876,0.0001418306,0.00005795014,0.005745605,0.0015191026,0.0033622375],"study_design_scores_gemma":[0.00045568086,0.000021543854,0.97772217,0.0001536033,0.0022323173,0.0000023139296,0.0007275798,0.014008409,0.000005972065,0.001882293,0.0022559392,0.0005321653],"about_ca_topic_score_codex":0.07484605,"about_ca_topic_score_gemma":0.027377345,"teacher_disagreement_score":0.047468703,"about_ca_system_score_codex":0.0001888539,"about_ca_system_score_gemma":0.00016533094,"threshold_uncertainty_score":0.99971014},"labels":[],"label_agreement":null},{"id":"W1550993780","doi":"10.1016/s1574-0692(06)01007-5","title":"Chapter 7 Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond","year":2006,"lang":"en","type":"book-chapter","venue":"Handbook of the economics of education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":315,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Econometrics; Earnings; Economics; Rate of return; Ex-ante; Panel data; Contrast (vision); Actuarial science; Computer science; Finance","score_opus":0.013012401896424804,"score_gpt":0.20391883790892656,"score_spread":0.19090643601250176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550993780","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":[0.94865704,0.0052436264,0.000021140911,0.0005057968,0.00072314986,0.00096321246,0.000019450305,0.000009019938,0.043857597],"genre_scores_gemma":[0.90602756,0.0019872163,0.00020697618,0.00029043408,0.0009209992,0.000042365664,0.00025566874,0.000063809835,0.090204984],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991852,0.000007575623,0.00044369997,0.00021126469,0.00007669584,0.00007555607],"domain_scores_gemma":[0.99813193,0.00010908812,0.0012721254,0.00029197414,0.00018871359,0.0000061422375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020289,0.00019612024,0.000329253,0.00019757893,0.00011618046,0.000047284833,0.000111546564,0.00009423246,0.00008911398],"category_scores_gemma":[0.00004105972,0.00013619341,0.00013117754,0.000029489518,0.00016340446,0.00026748556,0.00007948,0.00006268147,0.000005568488],"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":[0.0005196876,0.00048494272,0.5800271,0.0025403437,0.0008104516,2.9780676e-7,0.0019550135,0.00030480002,0.0034067037,0.31270063,0.01359386,0.083656155],"study_design_scores_gemma":[0.004316816,0.000623897,0.32540438,0.00782832,0.009808046,0.000006407171,0.00076596905,0.0105650555,0.015076565,0.20407628,0.41913483,0.002393457],"about_ca_topic_score_codex":0.00052595674,"about_ca_topic_score_gemma":0.00024359259,"teacher_disagreement_score":0.40554094,"about_ca_system_score_codex":0.000051143386,"about_ca_system_score_gemma":0.000049845392,"threshold_uncertainty_score":0.55538064},"labels":[],"label_agreement":null},{"id":"W1551883340","doi":"","title":"The Pension Fund Advantage: Are Canadians Overpaying Their Mutual Funds?","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mutual fund; Pension; Closed-end fund; Fund of funds; Income fund; Business; Open-end fund; Passive management; Fund administration; Finance; Fixed income; Target date fund; Sample (material); Global assets under management; Shareholder; Investment (military); Institutional investor; Differential (mechanical device); Manager of managers fund; Corporate governance; Bond","score_opus":0.015545873656618886,"score_gpt":0.21529116411306226,"score_spread":0.19974529045644338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551883340","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":[0.9905675,0.004015775,0.00015650888,0.0013688763,0.0005492459,0.00018288118,0.0000025512825,0.00007033814,0.0030863394],"genre_scores_gemma":[0.9883397,0.0034185764,0.000012440048,0.0011058873,0.002110705,0.0000052923165,0.000017363758,0.00005312053,0.0049369177],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960391,0.00004000167,0.00048535143,0.00032801458,0.0005489794,0.0025585897],"domain_scores_gemma":[0.99862593,0.000091351576,0.00055881345,0.00035537235,0.0003262987,0.00004220944],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014460391,0.0003143475,0.0003072314,0.00030014003,0.0027918078,0.00035970227,0.000557064,0.00008741274,0.00013952427],"category_scores_gemma":[0.0002094734,0.00021835849,0.00028074827,0.00069708686,0.00011753813,0.0011941561,0.00013431856,0.001419829,0.00027583074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025999206,0.000108049324,0.86704,0.000028588429,0.00017623225,0.00018762978,0.0003122304,0.0001245265,0.0005036654,0.102639884,0.011209382,0.017409867],"study_design_scores_gemma":[0.0023347714,0.00014046949,0.2131204,0.00020185011,0.0003996921,0.0010589561,0.013551684,0.0046222247,0.000048926722,0.06541451,0.69759196,0.001514553],"about_ca_topic_score_codex":0.0032949129,"about_ca_topic_score_gemma":0.077654906,"teacher_disagreement_score":0.6863826,"about_ca_system_score_codex":0.0007074112,"about_ca_system_score_gemma":0.0008029165,"threshold_uncertainty_score":0.9985064},"labels":[],"label_agreement":null},{"id":"W1553110254","doi":"10.2139/ssrn.1396764","title":"The Impact of Wealth on Inattention: Evidence from Credit Card Repayments","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Credit card; Business; Monetary economics; Economics; Financial system; Finance; Payment","score_opus":0.019961373561307776,"score_gpt":0.2706872348662135,"score_spread":0.2507258613049057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553110254","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":[0.996293,0.002128033,0.00006644384,0.0004256995,0.00029904913,0.0001311013,0.0000021573096,0.000024303585,0.00063020305],"genre_scores_gemma":[0.9933375,0.0041699284,0.00001399151,0.0001236115,0.0015511096,0.0000037337672,0.000014168023,0.000021369186,0.0007645657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728656,0.000048560076,0.0005268286,0.0002456105,0.00067714724,0.0012152861],"domain_scores_gemma":[0.9984359,0.00010970669,0.00072111096,0.00035130777,0.00035748555,0.000024474097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577632,0.00020123985,0.00027854036,0.00020293961,0.0007839791,0.00012224156,0.00048014018,0.000055631615,0.00016162232],"category_scores_gemma":[0.00047202286,0.00013082543,0.0004147658,0.00054948137,0.0000802309,0.00090209075,0.0000875108,0.00082281494,0.00013196567],"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":[0.000410112,0.0001254901,0.9785755,0.000010327466,0.0002275412,0.000017605027,0.000076208526,0.00021121911,0.00040895492,0.00987799,0.006539191,0.0035198065],"study_design_scores_gemma":[0.001009257,0.00037622164,0.92898506,0.00033401346,0.00023906043,0.00004596449,0.00029828076,0.0016197395,0.00006493073,0.06382017,0.002837411,0.0003698734],"about_ca_topic_score_codex":0.005670356,"about_ca_topic_score_gemma":0.0010046437,"teacher_disagreement_score":0.05394218,"about_ca_system_score_codex":0.0006998008,"about_ca_system_score_gemma":0.00082242134,"threshold_uncertainty_score":0.857192},"labels":[],"label_agreement":null},{"id":"W1557020280","doi":"10.3386/w21236","title":"Who is Internationally Diversified? Evidence from 296 401(k)","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Center for Retirement Research, Boston College; Boston College; U.S. Social Security Administration","keywords":"Business","score_opus":0.4801588177554026,"score_gpt":0.4927433710318516,"score_spread":0.012584553276449029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557020280","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09582167,0.0021125,0.0000042000897,0.0018804442,0.0017293361,0.0007917508,0.0003375513,0.000053724616,0.89726883],"genre_scores_gemma":[0.93442374,0.0013115882,0.00025077013,0.0003856354,0.011259645,0.00007687899,0.0031972216,0.00010664817,0.048987843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99182147,0.000059157126,0.001063262,0.0009211061,0.0057000536,0.00043493955],"domain_scores_gemma":[0.9831095,0.0008208877,0.0009774329,0.00052397384,0.014527701,0.000040539475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007730505,0.00034767165,0.00073430414,0.0020196047,0.00020936865,0.0004486348,0.0014264942,0.00038013252,0.0078007844],"category_scores_gemma":[0.00644095,0.00036443284,0.0003646769,0.00056194136,0.00024086698,0.0018168242,0.0011188738,0.0006716992,0.0030924156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013400169,0.000068636386,0.08426549,0.00019417284,0.00018676468,0.000015241158,0.00007627699,0.000116492716,0.000034048684,0.037981585,0.8764249,0.000502396],"study_design_scores_gemma":[0.0010615994,0.000051806266,0.038599,0.0021224746,0.00026897382,0.0000044366298,0.00012496421,0.009717302,0.00012148107,0.41075802,0.5361149,0.0010550616],"about_ca_topic_score_codex":0.039226692,"about_ca_topic_score_gemma":0.001381477,"teacher_disagreement_score":0.84828097,"about_ca_system_score_codex":0.0027436588,"about_ca_system_score_gemma":0.003089898,"threshold_uncertainty_score":0.9998808},"labels":[],"label_agreement":null},{"id":"W1557447139","doi":"10.2139/ssrn.260111","title":"Testing the Permanent Income Hypothesis with Classification Methods","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Waterloo","funders":"","keywords":"Econometrics; Permanent income hypothesis; Economics; Statistics; Mathematics; Keynesian economics","score_opus":0.03563207359928666,"score_gpt":0.2682706908131908,"score_spread":0.23263861721390416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557447139","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":[0.985158,0.0005907179,0.004880174,0.0018146839,0.00013011384,0.00021141958,2.100001e-7,0.000087066655,0.0071276133],"genre_scores_gemma":[0.99458236,0.0001991113,0.00250671,0.00056498963,0.0012827743,0.0000124524495,0.0000041414864,0.00003811748,0.00080934115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976012,0.000072495925,0.00036936052,0.00024650746,0.00041074073,0.0012996566],"domain_scores_gemma":[0.998711,0.00017153018,0.00048039772,0.0002863865,0.00033627005,0.000014442515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031583244,0.00020640441,0.00020834827,0.0002607492,0.00074186525,0.00036019983,0.00043694527,0.000048947873,0.00009686081],"category_scores_gemma":[0.00039545938,0.00012695427,0.00011155934,0.0011831062,0.0000625766,0.00079049834,0.00006819161,0.0008618506,0.00013971163],"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":[0.00010711871,0.000081554004,0.7894029,0.000016979577,0.00008768632,0.000010959963,0.00005691022,0.00010138729,0.002066862,0.08256615,0.0001237556,0.12537774],"study_design_scores_gemma":[0.000728203,0.00008643664,0.8165822,0.00009388408,0.00053374143,0.00033030286,0.0012450701,0.012406263,0.000029184293,0.13860887,0.028848749,0.00050710305],"about_ca_topic_score_codex":0.0002977531,"about_ca_topic_score_gemma":0.0006481743,"teacher_disagreement_score":0.12487064,"about_ca_system_score_codex":0.00036618486,"about_ca_system_score_gemma":0.00027621945,"threshold_uncertainty_score":0.57059026},"labels":[],"label_agreement":null},{"id":"W1557974203","doi":"","title":"The experimental consumer price index for elderly Americans (CPI-E): 1982-2007","year":2008,"lang":"en","type":"article","venue":"Monthly labor review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumer price index (South Africa); Index (typography); Price index; Economics; Quarter (Canadian coin); Population; Personal consumption expenditures price index; Wage; Consumer confidence index; Inflation (cosmology); Wholesale price index; Demographic economics; Consumer spending; Population ageing; Price level; Labour economics; Demography; Econometrics; Monetary economics; Macroeconomics; Monetary policy; Mid price; Geography; Recession","score_opus":0.023531515181552894,"score_gpt":0.2680687847087724,"score_spread":0.2445372695272195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557974203","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36790293,0.6030284,0.00015277315,0.0045801653,0.0015348634,0.0052780556,0.00009071884,0.00042818856,0.01700388],"genre_scores_gemma":[0.88792133,0.054039277,0.0013926378,0.04356093,0.0030072776,0.0017478612,0.00047120784,0.00024178629,0.0076176636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799085,0.000031195028,0.0006339208,0.0004222942,0.0004357232,0.00048604398],"domain_scores_gemma":[0.99840873,0.000120950965,0.00047900103,0.00055520376,0.0004076778,0.000028421904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048298025,0.0003152539,0.0005512793,0.000095307805,0.0007783842,0.00014112175,0.0004640658,0.000052535215,0.00043528003],"category_scores_gemma":[0.00034598366,0.00022431285,0.00030354733,0.00096139207,0.00018137365,0.000567953,0.00012798529,0.00013029453,0.0003937415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025746675,0.0006253414,0.23347615,0.0032272893,0.00019658069,0.000079032645,0.00019804259,0.000024454255,0.000311543,0.01237665,0.7203575,0.028869973],"study_design_scores_gemma":[0.00038022737,0.000026934185,0.01389762,0.0004818416,0.00015915703,0.0000013616274,0.000038583024,0.00046781843,0.00003054278,0.00006530103,0.9841378,0.00031285686],"about_ca_topic_score_codex":0.00087483,"about_ca_topic_score_gemma":0.00014933056,"teacher_disagreement_score":0.5489891,"about_ca_system_score_codex":0.000060008362,"about_ca_system_score_gemma":0.000056267247,"threshold_uncertainty_score":0.9147213},"labels":[],"label_agreement":null},{"id":"W1560008968","doi":"10.1111/1540-5982.00139","title":"Tax–preferred savings accounts and marginal tax rates: evidence on RRSP participation","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Percentage point; Jurisdiction; Tax rate; Demographic economics; Point (geometry); Labour economics; Monetary economics; Finance","score_opus":0.1845488702893307,"score_gpt":0.21159761443552033,"score_spread":0.02704874414618963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560008968","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":[0.99523187,0.0003380992,0.0000065426175,0.002274868,0.00095842447,0.00023047657,0.000035728368,0.000009141947,0.000914879],"genre_scores_gemma":[0.99480546,0.00014771246,0.00009885532,0.0026001164,0.0014084089,0.000015028688,0.000013742986,0.000049557573,0.00086110266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979016,0.00002885393,0.00089799374,0.00043596083,0.000010870909,0.00072472077],"domain_scores_gemma":[0.9977268,0.00013573395,0.0010304352,0.0003602726,0.00036545543,0.0003812823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007507535,0.00034170653,0.00058363366,0.0011256369,0.00031925293,0.0006016985,0.00046022158,0.00014973154,0.0015996322],"category_scores_gemma":[0.00076689105,0.00039073778,0.0001792958,0.00028868558,0.0001354841,0.002539264,0.000038020073,0.0003084294,0.0002120349],"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":[0.00025473957,0.00005773641,0.8488492,0.0002271254,0.00013730813,0.00033134955,0.0008879571,0.0028696095,0.00008078205,0.1153388,0.022627668,0.008337739],"study_design_scores_gemma":[0.0039508636,0.0007641648,0.54309076,0.0027475872,0.0009501884,0.00025832214,0.0007251756,0.08562618,0.0001932935,0.08095022,0.27751815,0.0032250846],"about_ca_topic_score_codex":0.11650653,"about_ca_topic_score_gemma":0.89638436,"teacher_disagreement_score":0.77987784,"about_ca_system_score_codex":0.00094293803,"about_ca_system_score_gemma":0.00025347635,"threshold_uncertainty_score":0.99985445},"labels":[],"label_agreement":null},{"id":"W1560901097","doi":"10.1002/9781118445112.stat04335","title":"Assets in Pension Funds","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Business; Asset allocation; Private pension; Deliverable; Finance; Target date fund; Volatility (finance); Asset (computer security); Pension fund; Institutional investor; Actuarial science; Economics; Portfolio; Open-end fund; Corporate governance","score_opus":0.029771886918535388,"score_gpt":0.27831569714273324,"score_spread":0.24854381022419786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560901097","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02586655,0.004654154,0.0327824,0.0008174404,0.007749673,0.0055197463,0.023928007,0.003369826,0.8953122],"genre_scores_gemma":[0.053404,0.0037082804,0.09922573,0.004726094,0.008746155,0.00013628871,0.10672356,0.0033060007,0.7200239],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615383,0.00005877972,0.0010012212,0.0010346147,0.00097125495,0.0007802927],"domain_scores_gemma":[0.99740756,0.0001259904,0.0011364134,0.0009012183,0.0003766929,0.000052103085],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042747086,0.0008085053,0.0011467324,0.0016353076,0.000117050346,0.00028917898,0.0006551508,0.0004714802,0.010095402],"category_scores_gemma":[0.00051571784,0.0007726324,0.000107846216,0.000992509,0.00014734038,0.0002967717,0.00039643666,0.0006851502,0.0026489021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059819562,0.000377852,0.05730096,0.00075595506,0.000032855693,0.00013854694,0.000014190077,0.0000188343,0.000031703305,0.040976513,0.8921658,0.008126985],"study_design_scores_gemma":[0.0008503798,0.000039870174,0.023727484,0.0013788966,0.00022531733,0.0000011928726,0.000022931517,0.0060938457,8.6810655e-7,0.0056616915,0.96094644,0.001051072],"about_ca_topic_score_codex":0.005889439,"about_ca_topic_score_gemma":0.03413906,"teacher_disagreement_score":0.17528832,"about_ca_system_score_codex":0.00012155118,"about_ca_system_score_gemma":0.00011597233,"threshold_uncertainty_score":0.99947244},"labels":[],"label_agreement":null},{"id":"W1562025133","doi":"10.34989/sdp-2009-7","title":"Household Debt, Assets, and Income in Canada: A Microdata Study","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"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":"U.S. Department of the Treasury","keywords":"Microdata (statistics); Household debt; Debt; Financial stability; Economics; Household income; Monetary economics; Demographic economics; Business; Financial system; Finance; Geography; Population","score_opus":0.017379627185817675,"score_gpt":0.21559263354919134,"score_spread":0.19821300636337366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562025133","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":[0.99283725,0.0019408088,0.0000029953308,0.00015476855,0.0022715041,0.001056006,0.00013293153,0.0001088028,0.0014949602],"genre_scores_gemma":[0.9970991,0.000088431945,0.00020586002,0.0009034504,0.0008134671,0.000114796865,0.00042941878,0.00010570109,0.00023975702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99539447,0.00010336022,0.0014217418,0.0017090016,0.00059665623,0.00077477243],"domain_scores_gemma":[0.9970542,0.00015513871,0.0009615726,0.0014985828,0.00025782626,0.00007263106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009901973,0.0008574016,0.0015491991,0.0010393792,0.00027683584,0.00086096756,0.0009338208,0.00030187276,0.0009452651],"category_scores_gemma":[0.00034412788,0.0009642764,0.00022938878,0.0007492822,0.00014645461,0.0010207606,0.0031351687,0.0010935819,0.000060074322],"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":[0.000023415223,0.00022288851,0.9936944,0.00034814767,0.000096261734,0.00052981015,0.00009155033,0.000057034013,0.000023042883,0.0001246349,0.0046302495,0.00015854843],"study_design_scores_gemma":[0.00096039707,0.000009585549,0.9913887,0.00046321153,0.00034191634,0.000011997089,0.0006437142,0.0005643071,0.000008715855,0.000095268886,0.0044811983,0.0010310097],"about_ca_topic_score_codex":0.8620758,"about_ca_topic_score_gemma":0.9807202,"teacher_disagreement_score":0.11864442,"about_ca_system_score_codex":0.0011995594,"about_ca_system_score_gemma":0.0022747766,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W1563771947","doi":"","title":"Housing v. Financial Wealth: a Cross-Country Comparison","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographics; Economics; Financial sector; Survey data collection; National wealth; Finance; Labour economics","score_opus":0.03505529155443178,"score_gpt":0.3302385064658077,"score_spread":0.29518321491137595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563771947","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":[0.9547712,0.00025714058,0.000006080188,0.00016402896,0.0013217429,0.00095762033,0.000032453892,0.0001434227,0.042346317],"genre_scores_gemma":[0.9935598,0.00079485506,0.00034832922,0.00067626056,0.0032890611,0.00014416748,0.0004264872,0.0001422991,0.00061874674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99456847,0.00006928129,0.0015604509,0.0015736059,0.000754902,0.0014732948],"domain_scores_gemma":[0.99707556,0.00018369957,0.0008434873,0.0013171459,0.00051469606,0.00006538823],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002717773,0.0006407344,0.0011991198,0.0016656666,0.0006521418,0.001591295,0.0012659763,0.000780768,0.00036255078],"category_scores_gemma":[0.0013506011,0.000740518,0.00039375442,0.00078400277,0.00047030183,0.0008361203,0.0026971577,0.0025740454,0.00021426006],"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":[0.0002705241,0.0003931239,0.925945,0.0011520236,0.00003512187,0.00009678771,0.00015028552,0.043371905,0.00003513249,0.004821295,0.0004139172,0.023314876],"study_design_scores_gemma":[0.0028367648,0.000058329875,0.6983415,0.0022564286,0.00012724941,0.0000036236536,0.00026750204,0.078023314,0.000062575295,0.019368427,0.19621302,0.002441275],"about_ca_topic_score_codex":0.004130243,"about_ca_topic_score_gemma":0.0061869025,"teacher_disagreement_score":0.22760352,"about_ca_system_score_codex":0.0017657853,"about_ca_system_score_gemma":0.0011089196,"threshold_uncertainty_score":0.9997271},"labels":[],"label_agreement":null},{"id":"W1567395969","doi":"10.2139/ssrn.289548","title":"The Real Option to Delay Annuitization: It's Not Now-or-Never","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Economics; Actuarial science; Business","score_opus":0.011867715593822744,"score_gpt":0.2443867057691524,"score_spread":0.23251899017532965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567395969","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":[0.9464953,0.0008710517,0.008029165,0.031915996,0.0011528527,0.0005852814,0.0000018005674,0.00017651562,0.010772073],"genre_scores_gemma":[0.95908076,0.0070502423,0.00006969001,0.007380397,0.0037782886,0.000013464726,0.000023534682,0.000046133042,0.022557504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970531,0.000030126073,0.00046650018,0.00026384473,0.0005574992,0.0016289323],"domain_scores_gemma":[0.9989061,0.00004653604,0.0002996444,0.0002560135,0.00046402685,0.000027715447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017556327,0.00021116475,0.00019258422,0.00025928768,0.0010223731,0.00059155177,0.0004350758,0.00007181698,0.00036298635],"category_scores_gemma":[0.00017981525,0.00014444592,0.00014975203,0.0010782265,0.00003350924,0.0018747741,0.00010574816,0.0006420981,0.00074921973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018398106,0.00022151513,0.17132829,0.000027252336,0.00021423394,0.000101597274,0.00020988454,0.0016163705,0.0005735257,0.7106102,0.06361943,0.049637903],"study_design_scores_gemma":[0.000744948,0.00009520909,0.029503604,0.000053446565,0.00018319879,0.00011058805,0.0005408391,0.0031468237,0.000015861173,0.02237328,0.94280505,0.00042714982],"about_ca_topic_score_codex":0.00028954493,"about_ca_topic_score_gemma":0.008745153,"teacher_disagreement_score":0.8791856,"about_ca_system_score_codex":0.0004625039,"about_ca_system_score_gemma":0.00036199065,"threshold_uncertainty_score":0.96299535},"labels":[],"label_agreement":null},{"id":"W15699556","doi":"","title":"Nuevas tendencias de pensión. El caso Colombia","year":2010,"lang":"en","type":"article","venue":"Libre Empresa","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Persona; Geography; Art","score_opus":0.008518038860229253,"score_gpt":0.22843380898538515,"score_spread":0.2199157701251559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15699556","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":[0.97318673,0.000052894025,0.000014556392,0.00045934532,0.000883028,0.00023187006,0.0000050893677,0.0002688504,0.024897616],"genre_scores_gemma":[0.988813,0.0000054554544,0.0005701156,0.002969999,0.0025780986,0.000022383105,0.000068936715,0.00005599074,0.004916014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981859,0.000015718826,0.0003650488,0.0004581816,0.0004279448,0.00054721563],"domain_scores_gemma":[0.9988343,0.00006375366,0.00023530997,0.00059372763,0.00023367931,0.000039226856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037535693,0.00027581316,0.00031396706,0.00025744908,0.00031493025,0.0004827474,0.0005288516,0.00019269189,0.0030504852],"category_scores_gemma":[0.00039431782,0.00026805286,0.00019795026,0.0006860523,0.000093010036,0.001424774,0.00035347897,0.00039903316,0.0018543706],"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":[0.000052402196,0.000116423034,0.88299906,0.00007678269,0.000020062636,0.000090562426,0.000125043,0.000010146349,0.015547271,0.013646345,0.08540252,0.0019134062],"study_design_scores_gemma":[0.0004804362,0.000011880859,0.6170708,0.000035505644,0.00015280073,0.000008050395,0.000049208036,0.002625055,0.00079046754,0.0047053513,0.37363228,0.00043816926],"about_ca_topic_score_codex":0.0020093245,"about_ca_topic_score_gemma":0.0020066216,"teacher_disagreement_score":0.28822976,"about_ca_system_score_codex":0.00002519278,"about_ca_system_score_gemma":0.00006283641,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W1570078269","doi":"","title":"A Tool for Assessing Financial Vulnerabilities in the Household Sector","year":2008,"lang":"en","type":"article","venue":"Bank of Canada review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Debt; Distribution (mathematics); Identification (biology); Actuarial science; Financial services; Economics; Finance; Business; Census; Population; Sociology","score_opus":0.035597974467452845,"score_gpt":0.2351653042923579,"score_spread":0.19956732982490505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570078269","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":[0.9748273,0.019920604,0.000030136793,0.001650427,0.000274297,0.0011729825,0.000019054365,0.000023068887,0.0020821514],"genre_scores_gemma":[0.9872206,0.0008360065,0.0001868505,0.010845396,0.00053150085,0.00012320076,0.000030490128,0.000021053189,0.00020490981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851274,0.00003189241,0.00055461004,0.00020184221,0.0004392155,0.00025967683],"domain_scores_gemma":[0.99907094,0.0001482194,0.00029201747,0.0003029689,0.00017968814,0.000006162227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084791164,0.00015937148,0.00045836618,0.00008745261,0.00020136965,0.00004388394,0.00029501115,0.000031249816,0.00013852998],"category_scores_gemma":[0.0010408541,0.0001166681,0.00015314159,0.000622525,0.000043161297,0.00034560388,0.000039110648,0.00009294026,0.0000015388408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004080568,0.00015663363,0.32646468,0.01747037,0.000017467453,0.00007497532,0.00010993765,0.00010354614,0.000049890292,0.023167918,0.62475306,0.0075906822],"study_design_scores_gemma":[0.00034681565,0.000008446845,0.2317296,0.0021297745,0.00013647416,0.000003930345,0.000024919309,0.0002631686,0.000012208833,0.00047424476,0.7645725,0.00029789732],"about_ca_topic_score_codex":0.10346728,"about_ca_topic_score_gemma":0.23731847,"teacher_disagreement_score":0.13981944,"about_ca_system_score_codex":0.00007111752,"about_ca_system_score_gemma":0.00050370255,"threshold_uncertainty_score":0.90250283},"labels":[],"label_agreement":null},{"id":"W1570138090","doi":"10.1080/10920277.2001.10595999","title":"The Shift to Defined Contribution Pension Plans","year":2001,"lang":"en","type":"article","venue":"North American Actuarial Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pension; Legislation; Pension plan; National Pension; Workforce; Economics; Variety (cybernetics); Capital (architecture); Plan (archaeology); Labour economics; Public economics; Finance; Political science; Economic growth","score_opus":0.009542302962343817,"score_gpt":0.22638858883090493,"score_spread":0.2168462858685611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570138090","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":[0.9936004,0.00002421874,0.0010646106,0.0032816369,0.0010026714,0.00022721065,0.0000043251125,0.00006749568,0.00072743266],"genre_scores_gemma":[0.9912108,0.000056244404,0.00014512669,0.003679301,0.004729016,0.0000071717545,0.000052834872,0.000025770765,0.00009374229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978736,0.000043081138,0.00055407715,0.0002720995,0.0006572456,0.0005998694],"domain_scores_gemma":[0.9984275,0.00013111546,0.00064395135,0.00028745562,0.00043853637,0.00007141901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254303,0.00024524765,0.00034430355,0.00029213118,0.0012964905,0.00089338503,0.0004459624,0.000035433914,0.00024700773],"category_scores_gemma":[0.00085098966,0.00017041314,0.00020665406,0.0014054581,0.00011857242,0.0006954034,0.00014240488,0.0003385499,0.0006941294],"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":[0.00075866724,0.000047628757,0.96532184,0.0000020205666,0.000023595401,0.00006814795,0.000049227154,0.00015125392,0.00009731289,0.000993219,0.008789533,0.02369755],"study_design_scores_gemma":[0.0005040946,0.000054825734,0.7328942,0.00001443747,0.00010007663,0.000019458295,0.000049708724,0.00043184796,0.0000054222746,0.0003172816,0.26539478,0.00021386148],"about_ca_topic_score_codex":0.0014236158,"about_ca_topic_score_gemma":0.008966574,"teacher_disagreement_score":0.25660527,"about_ca_system_score_codex":0.00010129175,"about_ca_system_score_gemma":0.00006569207,"threshold_uncertainty_score":0.9971688},"labels":[],"label_agreement":null},{"id":"W1570480599","doi":"10.17016/feds.2012.69","title":"The Properties of Income Risk in Privately Held Businesses","year":2012,"lang":"en","type":"article","venue":"Finance and Economics Discussion Series","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Stylized fact; Income in kind; Comprehensive income; Economics; Income distribution; Labour economics; Big business; Net national income; Demographic economics; Income tax; Distribution (mathematics); Gross income; Write-off; Total personal income; State income tax; Public economics; Inequality; Macroeconomics","score_opus":0.013273147986234139,"score_gpt":0.1909411253936584,"score_spread":0.17766797740742427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570480599","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":[0.997571,0.0010349174,0.000001489435,0.00060132996,0.00023282852,0.00012695172,0.00000308651,0.0000138162095,0.00041458383],"genre_scores_gemma":[0.9965274,0.0023755224,0.0000538787,0.000081253376,0.00023268345,0.000021392229,0.0000058039964,0.000013555333,0.00068855606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991397,0.00000957887,0.00038390624,0.0001593893,0.00005804345,0.00024937006],"domain_scores_gemma":[0.99936825,0.000016433718,0.00033728656,0.00021565123,0.000055273988,0.0000070813944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003778846,0.00014255887,0.00024349715,0.000114470036,0.0002762666,0.00013348288,0.00015344462,0.000047247013,0.000021215601],"category_scores_gemma":[0.000112072215,0.000073149036,0.00004854035,0.00024567687,0.00013970626,0.0023512451,0.00022674739,0.00007412324,0.000032649346],"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":[0.00010496546,0.000033225613,0.97786707,0.00008646396,0.0000038980806,2.1334027e-7,0.00020948605,0.00004243505,0.00008299649,0.01903117,0.000088050096,0.002450057],"study_design_scores_gemma":[0.00021254853,0.000007508172,0.8990566,0.00014897471,0.000021956957,5.961791e-7,0.00041691543,0.0003308177,0.0007294778,0.0041171596,0.09476568,0.00019173135],"about_ca_topic_score_codex":0.00027089645,"about_ca_topic_score_gemma":0.0005702563,"teacher_disagreement_score":0.09467763,"about_ca_system_score_codex":0.000014835875,"about_ca_system_score_gemma":0.000013943362,"threshold_uncertainty_score":0.2982931},"labels":[],"label_agreement":null},{"id":"W1570574590","doi":"10.2139/ssrn.1707479","title":"Payouts in Switzerland: Explaining Developments in Annuitization","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"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; Actuarial science","score_opus":0.00545034788881715,"score_gpt":0.21134889199962195,"score_spread":0.2058985441108048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570574590","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":[0.99722815,0.00011676373,0.00013331126,0.0001435699,0.0003120384,0.00011392549,2.0135222e-7,0.000026197209,0.001925866],"genre_scores_gemma":[0.9985704,0.00011653086,0.00012173381,0.00028981158,0.00055586966,0.0000074747186,0.000026566455,0.000024931587,0.00028671234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747825,0.000017066142,0.0005063131,0.0002377852,0.00032341547,0.0014371529],"domain_scores_gemma":[0.9994485,0.000019248257,0.0002708148,0.00012147007,0.00012696754,0.00001299936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020786314,0.00017442057,0.00021796234,0.00084931933,0.00015561304,0.00019707587,0.00026055292,0.0000900742,0.00010263171],"category_scores_gemma":[0.00023295781,0.0001656791,0.00005892014,0.0009845468,0.000017732968,0.0013100633,0.00007062596,0.0013861783,0.00010585604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032177046,0.000051210667,0.9500466,0.000007648664,0.000006271808,0.00001337353,0.00017004918,0.000042658143,0.00053149887,0.042346247,0.00002930018,0.006722967],"study_design_scores_gemma":[0.0019896422,0.000021335645,0.9097726,0.00012394245,0.000031626267,0.000028325161,0.00078836957,0.002222767,0.000048539318,0.0756295,0.008845995,0.0004973825],"about_ca_topic_score_codex":0.00058260094,"about_ca_topic_score_gemma":0.03979945,"teacher_disagreement_score":0.04027402,"about_ca_system_score_codex":0.0002974368,"about_ca_system_score_gemma":0.00041390365,"threshold_uncertainty_score":0.9777217},"labels":[],"label_agreement":null},{"id":"W1570954427","doi":"10.1080/10920277.2009.10597547","title":"Is Defined Contribution a Panacea for Defined Benefit Social Security Funding Problems? Lessons from Two Countries","year":2009,"lang":"en","type":"article","venue":"North American Actuarial Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Waterloo","funders":"","keywords":"Notional amount; Social security; Panacea (medicine); Poverty; Public economics; Economics; Business; Finance; Actuarial science; Economic growth; Market economy","score_opus":0.022332149011199648,"score_gpt":0.2774404804795167,"score_spread":0.255108331468317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570954427","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":[0.98946047,0.000100565434,0.0021799486,0.0065606125,0.00062100147,0.00051859854,0.0002005406,0.00013077115,0.0002274683],"genre_scores_gemma":[0.98580503,0.000058141857,0.0006950556,0.0048847315,0.007903837,0.000016752992,0.00056245906,0.000040127292,0.0000338721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687827,0.000035118956,0.000898246,0.0005316956,0.0007566663,0.0008999797],"domain_scores_gemma":[0.9968567,0.00016210887,0.0016566379,0.00023302178,0.0010166217,0.000074938296],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00059576763,0.0004575781,0.0008583504,0.00043413904,0.0015992236,0.0011871769,0.00043952704,0.00009451162,0.00038737556],"category_scores_gemma":[0.0004590259,0.00043441952,0.0005316164,0.0010716816,0.00016458913,0.001429148,0.00008837537,0.00042710346,0.000081554965],"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":[0.0020768794,0.00026576547,0.9319322,0.00004186191,0.00025487068,0.000029021136,0.000934587,0.00017018242,0.0003990654,0.023194503,0.015928824,0.024772242],"study_design_scores_gemma":[0.007051889,0.00025178125,0.7942675,0.000120839366,0.0015717279,0.000010443388,0.00026723498,0.0063122376,0.000069900074,0.041760206,0.14698759,0.0013286974],"about_ca_topic_score_codex":0.0031451844,"about_ca_topic_score_gemma":0.005248315,"teacher_disagreement_score":0.13766474,"about_ca_system_score_codex":0.00026938028,"about_ca_system_score_gemma":0.00014755418,"threshold_uncertainty_score":0.9998497},"labels":[],"label_agreement":null},{"id":"W1571139293","doi":"","title":"Wealth Effects on Consumption in Austria","year":2008,"lang":"en","type":"article","venue":"Monetary Policy & the Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Consumption (sociology); Marginal propensity to consume; Private consumption; Quarter (Canadian coin); Investment (military); Financial crisis; Macro; Monetary economics; Wealth effect; Demographic economics; Macroeconomics; Geography; Monetary policy","score_opus":0.02561378779265398,"score_gpt":0.23791979053073076,"score_spread":0.2123060027380768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571139293","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":[0.9868122,0.00010010977,0.0000028400889,0.0023721769,0.00014436552,0.00039348938,0.0000014849959,0.000058029917,0.010115345],"genre_scores_gemma":[0.9887723,0.00005067928,0.000022695545,0.008383015,0.0018954593,0.000035023895,0.000049881422,0.000020324776,0.0007706556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885607,0.0000342729,0.00034538342,0.0002955011,0.00011471897,0.00035408352],"domain_scores_gemma":[0.99928105,0.00009183147,0.00020457526,0.00038261706,0.000023757417,0.000016187361],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003055771,0.00020512566,0.00027569383,0.00052502134,0.00026581288,0.00007369922,0.00026518243,0.00005970671,0.0002423631],"category_scores_gemma":[0.00007085688,0.00016573243,0.0001133464,0.00046222395,0.00007131019,0.00059083983,0.000091743466,0.00017755272,0.0027777238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056697318,0.000054457265,0.98055553,0.00006650158,0.000013775194,0.000022333394,0.00009049667,0.00046382585,0.000021966376,0.0071480833,0.010188775,0.0013175643],"study_design_scores_gemma":[0.000731761,0.000017159553,0.92116046,0.000047304482,0.000037347425,0.000002358339,0.0000074587874,0.0040906523,0.00005298734,0.0023945118,0.07122917,0.00022882981],"about_ca_topic_score_codex":0.0072208326,"about_ca_topic_score_gemma":0.0004696769,"teacher_disagreement_score":0.06104039,"about_ca_system_score_codex":0.000099073564,"about_ca_system_score_gemma":0.000029014911,"threshold_uncertainty_score":0.9993902},"labels":[],"label_agreement":null},{"id":"W1572585281","doi":"","title":"Private Pensions, Retirement Wealth and Lifetime Earnings","year":2010,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Earnings; Economics; Pension; Distribution (mathematics); Wealth distribution; Inequality; Private pension; National wealth; Labour economics; Health and Retirement Study; Net worth; Demographic economics; Finance","score_opus":0.012696572311408633,"score_gpt":0.23228859780279712,"score_spread":0.21959202549138848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572585281","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":[0.9818555,0.00094556937,0.000023097375,0.0011701415,0.0041786265,0.0012740176,0.000044124117,0.00049296144,0.010015952],"genre_scores_gemma":[0.9867071,0.0003998346,0.0024823472,0.0029886903,0.0039801616,0.00014811395,0.0005277737,0.00020904951,0.0025569233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943419,0.00008758845,0.001648104,0.0020163872,0.0008356756,0.0010703556],"domain_scores_gemma":[0.9952755,0.00017240766,0.0021897138,0.0016596634,0.000544735,0.00015798576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017634473,0.0011716496,0.0015815082,0.0012576822,0.00087817165,0.0009523871,0.0009789184,0.0009298329,0.005459688],"category_scores_gemma":[0.00082774047,0.0012267239,0.00056312926,0.00049327884,0.0006160974,0.0009753812,0.0030078646,0.0022959867,0.002241365],"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":[0.000051379313,0.00012460556,0.9772284,0.00057115784,0.00008120104,0.000046358815,0.0001067707,0.00001711497,0.00033952636,0.0047815167,0.01617066,0.00048130532],"study_design_scores_gemma":[0.00089089025,0.00003041337,0.7904375,0.0007970229,0.0006124187,0.000014004907,0.000055079523,0.0023494153,0.00006485801,0.0018306973,0.20127088,0.0016468024],"about_ca_topic_score_codex":0.0018725822,"about_ca_topic_score_gemma":0.0008730645,"teacher_disagreement_score":0.18679088,"about_ca_system_score_codex":0.0002557084,"about_ca_system_score_gemma":0.0003741046,"threshold_uncertainty_score":0.99901825},"labels":[],"label_agreement":null},{"id":"W1572903122","doi":"10.1111/jori.12061","title":"The Sluggish and Asymmetric Reaction of Life Annuity Prices to Changes in Interest Rates","year":2015,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McMaster University","funders":"","keywords":"Annuity; Economics; Interest rate; Bond; Monetary economics; Life annuity; Econometrics; Financial economics; Actuarial science; Finance","score_opus":0.02941314133673814,"score_gpt":0.25995795196324406,"score_spread":0.23054481062650592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572903122","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":[0.99701405,0.0017450762,0.00001110398,0.00060358824,0.00033514574,0.000087715765,0.0000024705696,0.000005479198,0.00019536783],"genre_scores_gemma":[0.998423,0.0007577015,0.00012264877,0.00017532366,0.00049432676,0.0000017416097,8.247438e-7,0.000007949517,0.00001650743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895984,0.000031590913,0.00046523436,0.000108208485,0.0002972504,0.00013787825],"domain_scores_gemma":[0.99794596,0.00015077704,0.0010792386,0.00012234222,0.0006747822,0.00002689499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015396194,0.00010180991,0.0002752668,0.00053733226,0.000077412435,0.00013436846,0.00020756824,0.00003591563,0.0000030994993],"category_scores_gemma":[0.0029186094,0.00006891307,0.000053577154,0.0012612373,0.000039261937,0.00083794654,0.0000812236,0.00017128339,0.000007697505],"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":[0.00022751295,0.000043488864,0.9861133,0.000027962558,0.000010326778,0.0000034585573,0.00016939882,0.000036238587,0.00022736563,0.00021240942,0.0013692094,0.01155929],"study_design_scores_gemma":[0.00040791897,0.000041461357,0.97731936,0.00011665522,0.000029675655,0.0000012573146,0.00030139284,0.00019660506,0.000105419764,0.00046468354,0.020937042,0.00007850371],"about_ca_topic_score_codex":0.0010166494,"about_ca_topic_score_gemma":0.003729506,"teacher_disagreement_score":0.019567832,"about_ca_system_score_codex":0.00004170904,"about_ca_system_score_gemma":0.000025108035,"threshold_uncertainty_score":0.34940588},"labels":[],"label_agreement":null},{"id":"W1574451022","doi":"10.3386/w8753","title":"Is a Bird in Hand Worth More than a Bird in the Bush? Intergenerational Transfers and Savings Behavior","year":2002,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liberian dollar; Economics; Transfer (computing); Quarter (Canadian coin); Aggregate (composite); National wealth; Wealth effect; Monetary economics; Labour economics; Microeconomics; Finance; Monetary policy; Geography","score_opus":0.21192612806454322,"score_gpt":0.41170873784299306,"score_spread":0.19978260977844983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574451022","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":[0.99421954,0.000118959244,0.000001059721,0.0031400968,0.000041291172,0.0003395561,0.000006622251,0.00001014841,0.0021227063],"genre_scores_gemma":[0.99892694,0.000055608856,0.00004227182,0.0003752147,0.00025103393,0.00009231793,0.000028765615,0.000020788266,0.00020704273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998397,0.000039394654,0.00043835567,0.00031743094,0.00055642665,0.00025140707],"domain_scores_gemma":[0.99934345,0.0001670775,0.00007899683,0.00013529621,0.00026376278,0.000011397585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015037113,0.0001222925,0.00019411511,0.0011919038,0.00014204191,0.00023302298,0.00029612047,0.00007250184,0.0007240836],"category_scores_gemma":[0.0001559135,0.000105141386,0.00007437258,0.0006689574,0.00019310594,0.00069485954,0.00007359509,0.00023403262,0.00010877827],"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":[0.000046329173,0.00015494393,0.9485204,0.000034997334,0.000008921105,0.0000060817133,0.0007909281,0.0001107213,0.00044274016,0.04610539,0.003079045,0.0006995071],"study_design_scores_gemma":[0.0013178322,0.000035779613,0.9416631,0.00008940106,0.000021283167,0.0000025946238,0.00038390607,0.036369875,0.0000958697,0.018158792,0.0016267399,0.00023483897],"about_ca_topic_score_codex":0.0047008907,"about_ca_topic_score_gemma":0.011651401,"teacher_disagreement_score":0.036259156,"about_ca_system_score_codex":0.00012667422,"about_ca_system_score_gemma":0.000045371922,"threshold_uncertainty_score":0.7928208},"labels":[],"label_agreement":null},{"id":"W1575947062","doi":"10.1080/10920277.2005.10596224","title":"The Earnings Implications of Pension Expense","year":2005,"lang":"en","type":"article","venue":"North American Actuarial Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Pension; Earnings; Volatility (finance); Accounting; Sample (material); Economics; Actuarial science; Business; Finance","score_opus":0.011134515799857189,"score_gpt":0.2358938739127121,"score_spread":0.2247593581128549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575947062","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":[0.99534744,0.000040314815,0.00021427129,0.0025976393,0.0002494449,0.00012034777,0.0000015342284,0.000033367567,0.001395619],"genre_scores_gemma":[0.9944632,0.00008487719,0.0005914596,0.0014417849,0.003211337,0.000005034882,0.000014374619,0.000022762777,0.00016515999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840814,0.000030256213,0.0005920153,0.00019239758,0.00043434277,0.0003428547],"domain_scores_gemma":[0.9977732,0.00012448597,0.0012454,0.00031536887,0.0005078126,0.000033785986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471962,0.00017195677,0.0002838689,0.00022703751,0.0008257049,0.00030575116,0.00043270472,0.000024378078,0.00029819593],"category_scores_gemma":[0.00044794954,0.000120646364,0.00021792766,0.0008753922,0.00024312719,0.0007514861,0.0001266269,0.00029279827,0.00019095474],"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":[0.0001601465,0.00006883515,0.86572003,0.000004219515,0.000024621328,0.0000034553907,0.00012285024,0.00020406207,0.00069084397,0.00092251715,0.01169075,0.12038768],"study_design_scores_gemma":[0.00029811787,0.000025738154,0.77469134,0.00000955411,0.00009190941,0.000010711871,0.00010961677,0.00045820227,0.00003053418,0.00012445524,0.22400299,0.00014684917],"about_ca_topic_score_codex":0.00059226947,"about_ca_topic_score_gemma":0.0014147956,"teacher_disagreement_score":0.21231224,"about_ca_system_score_codex":0.00005125724,"about_ca_system_score_gemma":0.000067345434,"threshold_uncertainty_score":0.6350738},"labels":[],"label_agreement":null},{"id":"W1576615964","doi":"10.2139/ssrn.2038950","title":"Moral Hazard and Lack of Commitment in Dynamic Economies","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Moral hazard; Moral economy; Economics; Business; Market economy; Political science; Incentive; Law","score_opus":0.026177582991479764,"score_gpt":0.23718134229894444,"score_spread":0.21100375930746468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576615964","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":[0.99520135,0.0010052918,0.000031872958,0.00010638528,0.00008556319,0.000085927095,5.696069e-7,0.000013319,0.0034697352],"genre_scores_gemma":[0.9985452,0.00090278726,0.000093803705,0.000118715536,0.00009221933,0.0000026573673,0.0000044676335,0.000014739032,0.00022539264],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986396,0.000011364786,0.00035692359,0.00013178692,0.00011115297,0.00074920105],"domain_scores_gemma":[0.99959403,0.000008651005,0.0002142664,0.00011253137,0.0000615434,0.000008986719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007360851,0.00013008316,0.00024340638,0.0003254586,0.00007013496,0.000048523667,0.0001637006,0.00004038141,0.00010543045],"category_scores_gemma":[0.000017142935,0.000119528995,0.0000745683,0.00020166607,0.000054721088,0.00059778703,0.00006587426,0.0003831713,0.000027755192],"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":[0.000050302602,0.000060664148,0.8268328,0.000027116212,0.000031822758,0.000003474649,0.0000859534,0.000014964754,0.00004211731,0.16958247,0.00006530203,0.0032030423],"study_design_scores_gemma":[0.0010007536,0.00007087502,0.4734747,0.000055643162,0.00010611351,0.000014862539,0.0006805879,0.004143295,0.00003504504,0.5193086,0.0008501024,0.00025937718],"about_ca_topic_score_codex":0.00048271276,"about_ca_topic_score_gemma":0.009335001,"teacher_disagreement_score":0.35335806,"about_ca_system_score_codex":0.00020970931,"about_ca_system_score_gemma":0.00010658296,"threshold_uncertainty_score":0.520915},"labels":[],"label_agreement":null},{"id":"W1576712282","doi":"","title":"Biais lie au cycle de vie dans l'estimation de la persistance intergenerationnelle des gains d'emploi","year":2003,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026380392299435187,"score_gpt":0.2963497244172219,"score_spread":0.26996933211778673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576712282","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":[0.90262866,0.0004925567,0.0005042464,0.00031315823,0.00041454544,0.00057161925,0.000021726602,0.00005733881,0.09499618],"genre_scores_gemma":[0.9777544,0.00610493,0.00812635,0.00027780305,0.00078490505,0.00020196334,0.0002435588,0.00013360905,0.0063724876],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99539816,0.00056126557,0.0010847821,0.0011577321,0.00039685954,0.001401213],"domain_scores_gemma":[0.9974636,0.00051303563,0.0004951372,0.0009329207,0.0004775553,0.00011779482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0051871394,0.0005528947,0.0006830901,0.00091916794,0.0009988258,0.00100179,0.00084049767,0.00056361436,0.0007628605],"category_scores_gemma":[0.0026030713,0.00068741944,0.00041243437,0.0007181801,0.0008733713,0.0010347324,0.0007928537,0.0011907251,0.00015171237],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010460868,0.0004250574,0.8176649,0.0008537202,0.0001012865,0.00005492226,0.0018168177,0.13621505,0.00088423246,0.013023544,0.0005132657,0.028342556],"study_design_scores_gemma":[0.0010094949,0.000048889706,0.3546247,0.0016039244,0.00018416735,0.000012430568,0.002090864,0.5480341,0.0003875887,0.016346036,0.07440433,0.0012534993],"about_ca_topic_score_codex":0.0031048274,"about_ca_topic_score_gemma":0.011426223,"teacher_disagreement_score":0.46304026,"about_ca_system_score_codex":0.0051673003,"about_ca_system_score_gemma":0.0011588896,"threshold_uncertainty_score":0.9995577},"labels":[],"label_agreement":null},{"id":"W1577437475","doi":"","title":"The Fertility Transition, the Public and Private Costs of \"Dependents\", and Intergenerational Welfare","year":2007,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pension; Fertility; Economics; Overlapping generations model; Welfare; Demographic transition; Total fertility rate; Labour economics; Demographic economics; Population; Family planning; Sociology; Research methodology; Demography; Market economy; Finance","score_opus":0.008963026029335111,"score_gpt":0.19078998003996905,"score_spread":0.18182695401063395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577437475","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":[0.7090413,0.00011010107,0.0007315709,0.28983235,0.000041150834,0.000089605724,0.0000022178847,0.000009336825,0.00014235296],"genre_scores_gemma":[0.9986734,0.00006041704,0.0001250292,0.000082250146,0.000040059673,1.2102248e-7,0.000013093783,0.00000449432,0.0010011698],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994228,0.000018744457,0.000028211822,0.00015335763,0.00023919562,0.00013768741],"domain_scores_gemma":[0.99931103,0.000042344484,0.00018730744,0.0001756003,0.0002701327,0.000013590377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006529368,0.00008275655,0.00012225886,0.00011784549,0.0005807921,0.000063952204,0.00018652958,0.000039145478,0.000015055429],"category_scores_gemma":[0.000051384784,0.00006565239,0.00005698757,0.00032364053,0.000275969,0.0005845803,0.00012307939,0.00007010409,0.0000024695448],"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":[0.00040237128,0.000071129405,0.58512336,0.00015831974,0.00010118162,0.000017012824,0.0004965367,0.0000144833175,0.0010087551,0.35529694,0.04743339,0.009876522],"study_design_scores_gemma":[0.00038687608,0.000011710452,0.4433502,0.000029027613,0.00009054179,0.0000013180172,0.0024720288,0.0013766475,0.000029663091,0.00012857284,0.55202746,0.00009596244],"about_ca_topic_score_codex":0.000090932444,"about_ca_topic_score_gemma":0.0034155236,"teacher_disagreement_score":0.5045941,"about_ca_system_score_codex":0.000022194588,"about_ca_system_score_gemma":0.000009880456,"threshold_uncertainty_score":0.4467042},"labels":[],"label_agreement":null},{"id":"W1578185228","doi":"","title":"Wealth Accumulation of US Households: What Do We Learn from the SIPP Data?","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Survey of Income and Program Participation; Social security; Pension; Economics; Payment; Distribution (mathematics); Demographic economics; Survey data collection; Labour economics; Finance; Statistics","score_opus":0.11352460822133141,"score_gpt":0.34877571871408347,"score_spread":0.23525111049275205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578185228","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":[0.9891309,0.0018605397,0.0000040375367,0.0012800128,0.0007063113,0.00096053275,0.000094743,0.00005828519,0.005904652],"genre_scores_gemma":[0.9139055,0.08072341,0.00024689393,0.0004210416,0.0022555925,0.000054860437,0.0017181385,0.0001081646,0.00056637614],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614286,0.00016960764,0.0011050721,0.0012603813,0.0006392237,0.0006828685],"domain_scores_gemma":[0.9951604,0.0006812691,0.0008763337,0.0029348312,0.00031414183,0.000033042594],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003341362,0.00038771692,0.00072904094,0.00055213406,0.00028817332,0.0012899333,0.0023427447,0.0003795998,0.00056359026],"category_scores_gemma":[0.0009096244,0.00034473845,0.0002165285,0.00054176484,0.00025675702,0.0019298859,0.0046225875,0.0013209187,0.00008499512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001756584,0.00017679174,0.6935553,0.00029856633,0.000092073344,0.000017425133,0.00022331583,0.015939698,0.000034723947,0.00054506975,0.0010084838,0.2879329],"study_design_scores_gemma":[0.0010521613,0.000022902053,0.33810154,0.002317428,0.00016737317,8.542756e-7,0.001876691,0.13422355,0.000016194874,0.00959715,0.51173145,0.0008926865],"about_ca_topic_score_codex":0.008341496,"about_ca_topic_score_gemma":0.0065282066,"teacher_disagreement_score":0.510723,"about_ca_system_score_codex":0.0003502897,"about_ca_system_score_gemma":0.00027490873,"threshold_uncertainty_score":0.99990046},"labels":[],"label_agreement":null},{"id":"W1578591195","doi":"","title":"Stocks in the Household Portfolio: A Look Back at the 1990s","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Portfolio; Equity (law); Asset (computer security); Business; Economics; Investment (military); Financial economics; Monetary economics; Political science","score_opus":0.013709174833715554,"score_gpt":0.21571618355194713,"score_spread":0.20200700871823157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578591195","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":[0.9827401,0.0018369639,0.00007281944,0.0024584194,0.000173609,0.00027750924,7.3927276e-7,0.000028199593,0.012411631],"genre_scores_gemma":[0.9856469,0.0012121685,0.000005594776,0.0033858619,0.0014916195,0.000011133567,0.000014448175,0.000035592806,0.008196669],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672484,0.00005847278,0.00047371484,0.00026451936,0.000608294,0.0018701784],"domain_scores_gemma":[0.99904895,0.00005680106,0.00037595176,0.00041249444,0.00009335393,0.000012460376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031266047,0.00024213112,0.0002358729,0.00028309235,0.0005945853,0.00037068082,0.00078923925,0.000071281815,0.0009119898],"category_scores_gemma":[0.00008108433,0.00013932551,0.00024034083,0.0011706647,0.00007336172,0.000734817,0.00016068992,0.0013486111,0.000614276],"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":[0.00018672633,0.00018775497,0.90359867,0.00001324755,0.00006787007,0.0000831082,0.00015887471,0.0003135384,0.000104368555,0.06626234,0.024175512,0.0048479736],"study_design_scores_gemma":[0.0023334462,0.00010656161,0.19397068,0.00010742072,0.0004328547,0.0007225381,0.002817685,0.0012184142,0.0000106877405,0.13312295,0.6643316,0.0008251324],"about_ca_topic_score_codex":0.0012488047,"about_ca_topic_score_gemma":0.017812416,"teacher_disagreement_score":0.709628,"about_ca_system_score_codex":0.00046434003,"about_ca_system_score_gemma":0.00024528214,"threshold_uncertainty_score":0.99856484},"labels":[],"label_agreement":null},{"id":"W1579941613","doi":"","title":"The Wealth Position of Immigrant Families in Canada","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Immigration; Earnings; Demographic economics; Native-Born; Distribution (mathematics); Economics; Redistribution of income and wealth; Labour economics; National wealth; Spouse; Social security; Geography; Political science; Economic growth","score_opus":0.014394302054028607,"score_gpt":0.25172783770719737,"score_spread":0.23733353565316875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579941613","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":[0.96832865,0.00024215806,2.204947e-7,0.00038370723,0.0003926808,0.0005643499,0.00001592769,0.000008133506,0.030064188],"genre_scores_gemma":[0.99362266,0.0052741687,0.0000425685,0.00022635183,0.00018082555,0.00008069992,0.00009645462,0.00003512635,0.00044115583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731165,0.00011015751,0.0009381988,0.00055630953,0.00042953875,0.00065413857],"domain_scores_gemma":[0.9982504,0.00029099523,0.00045352336,0.0007397869,0.00024427875,0.000020987158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022134853,0.0002522476,0.0005225905,0.0006601484,0.00020924608,0.00016975998,0.0006503245,0.00014704902,0.00006364571],"category_scores_gemma":[0.00044803988,0.0002257981,0.0001361117,0.000447107,0.00015090103,0.00020174979,0.00065301853,0.00085734366,0.0000071978134],"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":[0.00018298587,0.000112843816,0.94404423,0.0006870078,0.000044016844,0.000045134257,0.0001487093,0.007961546,0.000089086374,0.0050663007,0.0006773243,0.040940836],"study_design_scores_gemma":[0.0010643223,0.000024941492,0.87513393,0.0009911249,0.00004847868,0.0000016381331,0.0038878259,0.036425475,0.0001049847,0.0069540595,0.07445416,0.0009090311],"about_ca_topic_score_codex":0.86399543,"about_ca_topic_score_gemma":0.9770804,"teacher_disagreement_score":0.113084935,"about_ca_system_score_codex":0.0016711823,"about_ca_system_score_gemma":0.0015108134,"threshold_uncertainty_score":0.9207779},"labels":[],"label_agreement":null},{"id":"W1585405044","doi":"","title":"Top Incomes in Sweden over the Twentieth Century","year":2005,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Income shares; Economics; Earnings; Labour economics; Wage share; Wage; Capital (architecture); Welfare state; Economic inequality; Welfare; Demographic economics; Inequality; Market economy; Geography; Finance; Efficiency wage","score_opus":0.010881117555058427,"score_gpt":0.230340419929148,"score_spread":0.21945930237408956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585405044","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":[0.97035664,0.0010329554,0.0000070349333,0.0009607661,0.0014841092,0.0003810402,0.0000068144163,0.00013091261,0.025639703],"genre_scores_gemma":[0.9917457,0.000072003306,0.00014488865,0.0038967628,0.002271072,0.00003765835,0.000038660193,0.000044487304,0.0017487684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976212,0.00004341331,0.00074794685,0.0005728838,0.00040305074,0.0006115117],"domain_scores_gemma":[0.99862915,0.00012956146,0.0004298162,0.0006552814,0.00012409932,0.00003211125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007760592,0.00037934908,0.00048766207,0.0006202834,0.00034596273,0.00033569365,0.00062749174,0.00014964954,0.0050323443],"category_scores_gemma":[0.00018525067,0.00031034814,0.00029942938,0.00085508835,0.00021989494,0.0017454687,0.0003456216,0.0003598298,0.0023133475],"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":[0.000021328224,0.000099324316,0.9732234,0.0000304007,0.00002176044,0.0000123772215,0.0001325588,0.00004238342,0.000050531315,0.0060688336,0.018482968,0.0018141492],"study_design_scores_gemma":[0.00055214984,0.0000046656246,0.65139055,0.00004710518,0.000061671606,0.0000025340569,0.000117772404,0.0015397893,0.0000171824,0.0002761183,0.34566608,0.0003243793],"about_ca_topic_score_codex":0.0012043789,"about_ca_topic_score_gemma":0.0047450718,"teacher_disagreement_score":0.3271831,"about_ca_system_score_codex":0.0002335219,"about_ca_system_score_gemma":0.00008278126,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W1585665458","doi":"10.2139/ssrn.1815288","title":"Consumption Patterns Among Aging Canadians: A Synthetic Cohort Approach","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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; Statistics Canada","funders":"","keywords":"Cohort; Consumption (sociology); Gerontology; Psychology; Medicine; Sociology; Social science","score_opus":0.01355928117429858,"score_gpt":0.1962754243318335,"score_spread":0.18271614315753493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585665458","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":[0.9914138,0.00040954276,0.003050914,0.00003956273,0.0002093514,0.00021722271,0.0000013518815,0.00006890946,0.0045893723],"genre_scores_gemma":[0.99785614,0.00035461687,0.00006178194,0.00025232657,0.0006847441,0.00001605901,0.000028459895,0.000045066467,0.00070083275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968727,0.00003273325,0.00043390554,0.00035077895,0.0003878526,0.0019220232],"domain_scores_gemma":[0.9991154,0.000013185852,0.0003913505,0.00026561136,0.0001775964,0.00003686288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016635873,0.00025281438,0.0002845961,0.00051391555,0.0004177597,0.0002292203,0.0003813814,0.00008333896,0.0005509992],"category_scores_gemma":[0.00006846286,0.00023744279,0.00019133656,0.00036199877,0.00006790558,0.0011528255,0.00006934761,0.0009410494,0.00021345133],"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":[0.000014498027,0.00005229595,0.96612483,0.000032322518,0.00007001964,0.000011137975,0.00009671854,0.000008375233,0.000014608087,0.03200382,0.00006123982,0.0015101208],"study_design_scores_gemma":[0.00051134103,0.000023494275,0.9696752,0.00012125972,0.000522234,0.00008035818,0.00074190786,0.002410385,0.0000128949405,0.024552234,0.00082880736,0.0005198793],"about_ca_topic_score_codex":0.025946941,"about_ca_topic_score_gemma":0.035164233,"teacher_disagreement_score":0.009217293,"about_ca_system_score_codex":0.0005402668,"about_ca_system_score_gemma":0.00029050544,"threshold_uncertainty_score":0.9824415},"labels":[],"label_agreement":null},{"id":"W1586227810","doi":"","title":"Informational Assumptions on Income Processes and Consumption in the Buffer Stock Model of Savings","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Permanent income hypothesis; Economics; Marginal propensity to consume; Econometrics; Panel Study of Income Dynamics; Consumption (sociology); Stock (firearms); Buffer stock scheme; Volatility (finance); Household income; Uncorrelated; Panel data; Statistics; Mathematics; Microeconomics; Labour economics; Monetary economics; Market liquidity","score_opus":0.04460804451780295,"score_gpt":0.296572557778251,"score_spread":0.251964513260448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586227810","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":[0.9862896,0.00004289595,0.0000050163817,0.0001829404,0.000046221605,0.0006304361,0.00003052419,0.000015074905,0.012757249],"genre_scores_gemma":[0.9982245,0.0005726938,0.00018026301,0.00019168734,0.00015007771,0.00016214348,0.000259215,0.000020617063,0.00023882979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981005,0.00004378807,0.0007282872,0.00039038277,0.00041303496,0.00032400558],"domain_scores_gemma":[0.9986044,0.00032230135,0.00038649782,0.00041861844,0.00025693717,0.000011250312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016460237,0.00021988913,0.00035796888,0.0011717445,0.0001539427,0.00028234796,0.00044700797,0.00020058294,0.000041118583],"category_scores_gemma":[0.00048691308,0.000194356,0.00007821571,0.0002936301,0.00019957912,0.00060510595,0.00058793544,0.0007313401,0.00001314225],"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":[0.00009386277,0.00018931676,0.9032764,0.0015836145,0.000014944058,0.0000022132808,0.00031064372,0.083490774,0.000020864516,0.0054328004,0.00013775141,0.005446809],"study_design_scores_gemma":[0.0005171973,0.000014485563,0.6474422,0.0006552706,0.0000262037,6.1641066e-7,0.00011418587,0.3424742,0.000006862297,0.007139892,0.0012954767,0.0003134159],"about_ca_topic_score_codex":0.00060497515,"about_ca_topic_score_gemma":0.0025267394,"teacher_disagreement_score":0.25898343,"about_ca_system_score_codex":0.00021959943,"about_ca_system_score_gemma":0.00016164062,"threshold_uncertainty_score":0.7925608},"labels":[],"label_agreement":null},{"id":"W1586323193","doi":"","title":"Assessment of the Willingness of Ebonyi State Government to Adopt the Contributory Pension Scheme in Nigeria","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Government (linguistics); Business; Payment; State (computer science); Welfare; Embezzlement; Population; Finance; Economics; Medicine; Political science; Environmental health; Law","score_opus":0.015231638094886025,"score_gpt":0.24715289541800006,"score_spread":0.23192125732311403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586323193","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":[0.989496,0.000016474727,0.000013922661,0.00070520793,0.00034509395,0.00031280197,0.000014262446,0.0000047470207,0.009091476],"genre_scores_gemma":[0.9985264,8.218469e-7,0.000052882522,0.0011787124,0.00012250985,0.000008447041,0.000001800872,0.000006380271,0.000102061655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980844,0.000025437861,0.0003052255,0.00021993186,0.0010064858,0.00035851003],"domain_scores_gemma":[0.99894285,0.000022576862,0.00026275127,0.0002449976,0.0004724837,0.00005432628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018229336,0.000102324775,0.00019721265,0.00010722048,0.00031957432,0.00009409368,0.0006719298,0.00003069179,0.000030473382],"category_scores_gemma":[0.00044268687,0.00007086804,0.00006136354,0.0019305894,0.0003642519,0.00036984522,0.00021418979,0.000091300026,0.000007036051],"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":[0.0000065403124,0.00001608296,0.9867051,0.000011697771,0.0000018917086,0.0000018652269,0.0004677214,0.00005234931,0.0018512199,0.009638953,0.0008566616,0.0003899104],"study_design_scores_gemma":[0.0002336749,0.000007823909,0.97842896,0.0000531482,0.000013238059,7.673306e-8,0.001274907,0.0012292266,0.0002353489,0.00036644257,0.018026356,0.0001308181],"about_ca_topic_score_codex":0.032851662,"about_ca_topic_score_gemma":0.10704648,"teacher_disagreement_score":0.07419481,"about_ca_system_score_codex":0.00068752817,"about_ca_system_score_gemma":0.0007108272,"threshold_uncertainty_score":0.97358865},"labels":[],"label_agreement":null},{"id":"W1588382800","doi":"","title":"The Asset Portfolios of Older Australian Households","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Incentive; Asset (computer security); Pension; Sample (material); Health and Retirement Study; Economics; Demographic economics; Asset allocation; Baseline (sea); Net worth; Order (exchange); Labour economics; Business; Actuarial science; Portfolio; Finance; Demography; Microeconomics","score_opus":0.006721905885444081,"score_gpt":0.2234294010358287,"score_spread":0.21670749515038462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588382800","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":[0.9963941,0.00018074717,0.000049780865,0.0010413664,0.00055830926,0.00012387444,0.000001039382,0.000035968198,0.0016148291],"genre_scores_gemma":[0.99446774,0.00022892166,0.000030442332,0.00020792178,0.0014758728,0.00000355694,0.000008822998,0.000031529704,0.00354518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973233,0.0000149766665,0.00048677038,0.0001856989,0.00047183046,0.0015174681],"domain_scores_gemma":[0.99876773,0.000033022283,0.00056124013,0.0003280274,0.00029195627,0.000018005669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022464206,0.00018548596,0.00022069739,0.00017964376,0.00048684792,0.00027596272,0.0005607772,0.000093201576,0.00023187413],"category_scores_gemma":[0.00015444709,0.00012816042,0.00023272634,0.000557778,0.000093008515,0.00072123716,0.00008407134,0.0015160711,0.000084935724],"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":[0.00005292315,0.000107920765,0.5638664,0.000019191588,0.000098033495,0.000007946904,0.000031241398,0.00001155587,0.0036510027,0.41520572,0.0095838765,0.007364219],"study_design_scores_gemma":[0.0016760536,0.00009144055,0.40417638,0.00007442,0.00058568834,0.00017860117,0.0008952482,0.00047220697,0.00050718954,0.24697365,0.34358323,0.0007859052],"about_ca_topic_score_codex":0.00044531192,"about_ca_topic_score_gemma":0.0046878587,"teacher_disagreement_score":0.33399934,"about_ca_system_score_codex":0.00007804755,"about_ca_system_score_gemma":0.0003495782,"threshold_uncertainty_score":0.6586659},"labels":[],"label_agreement":null},{"id":"W1589904657","doi":"10.2139/ssrn.2575461","title":"Income Changes and Consumption: Evidence from the 2013 Federal Government Shutdown","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Shutdown; Consumption (sociology); Business; Government (linguistics); Economics; Engineering","score_opus":0.028659034054892105,"score_gpt":0.23893047422757682,"score_spread":0.21027144017268473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589904657","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":[0.9822967,0.010123126,0.00015142346,0.006802245,0.0002967297,0.00014273581,0.00000196253,0.00002960402,0.00015547608],"genre_scores_gemma":[0.9913766,0.0047194026,0.000040626113,0.0009939214,0.0021351967,0.000007560431,0.000006389841,0.000018221108,0.00070208166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778056,0.00004057437,0.000259809,0.00024187598,0.0007129101,0.00096424186],"domain_scores_gemma":[0.99920624,0.00008762817,0.00031065516,0.00020666949,0.00015982904,0.00002895273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018689136,0.00019066417,0.00020627807,0.000054129458,0.00043446838,0.0005783817,0.0003339303,0.00005304884,0.00017469157],"category_scores_gemma":[0.00019609547,0.00013108556,0.00007078262,0.00019382249,0.00007337562,0.0010432664,0.00021617427,0.00065360486,0.00022087626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008630988,0.0000195861,0.9814284,0.000008164818,0.00004664987,0.0000045155684,0.00009401907,0.000009134661,0.00007179785,0.01125129,0.0027726614,0.0042074653],"study_design_scores_gemma":[0.0021694466,0.0001776477,0.788086,0.0004799161,0.000547314,0.00008876107,0.002327746,0.0040293527,0.000032144064,0.14030358,0.06092376,0.00083436683],"about_ca_topic_score_codex":0.0020764952,"about_ca_topic_score_gemma":0.018743457,"teacher_disagreement_score":0.19334243,"about_ca_system_score_codex":0.0004798782,"about_ca_system_score_gemma":0.00018983157,"threshold_uncertainty_score":0.9991619},"labels":[],"label_agreement":null},{"id":"W1590431028","doi":"","title":"Are Women Empowered to Save","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"","keywords":"Computer science; Business","score_opus":0.16890967260396428,"score_gpt":0.4826516209224599,"score_spread":0.3137419483184956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590431028","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":[0.98672813,0.0011204849,0.000037282505,0.00054768857,0.0006758714,0.0008785624,0.000011249958,0.00008548659,0.009915245],"genre_scores_gemma":[0.99142265,0.00025533728,0.00016044847,0.005092369,0.0009454257,0.00016060058,0.000022335507,0.00008766571,0.0018531813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629074,0.00006431013,0.0011581699,0.00066787185,0.0010547449,0.00076416624],"domain_scores_gemma":[0.99601585,0.00011717027,0.0018125488,0.0007672826,0.0011416234,0.00014552502],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012131471,0.00047962292,0.0010502368,0.001899997,0.00041595908,0.004958493,0.0031681517,0.00012257686,0.077959485],"category_scores_gemma":[0.000883527,0.00043625804,0.00028248527,0.0028337273,0.0000819281,0.008378417,0.0021338856,0.0003143614,0.0017814635],"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":[0.000083051265,0.00016139867,0.79916376,0.000098218545,0.00006730357,0.000025051657,0.000107290645,0.00005315167,0.00970542,0.00018361316,0.18714738,0.003204341],"study_design_scores_gemma":[0.00037486583,0.0000034190905,0.8858205,0.00032052034,0.000079515106,0.0000010400286,0.00019202691,0.00016002261,0.00058444135,0.006373113,0.10554158,0.0005489369],"about_ca_topic_score_codex":0.0040846113,"about_ca_topic_score_gemma":0.00021748299,"teacher_disagreement_score":0.08665674,"about_ca_system_score_codex":0.00017332035,"about_ca_system_score_gemma":0.000048697482,"threshold_uncertainty_score":0.9998089},"labels":[],"label_agreement":null},{"id":"W1591236744","doi":"10.1002/j.2325-8012.2001.tb00370.x","title":"2½ Proposals to Save Social Security*","year":2001,"lang":"en","type":"article","venue":"Southern Economic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social security; Equity (law); Disability insurance; Government (linguistics); Universal coverage; Plan (archaeology); Actuarial science; Financial security; Social insurance; Social equality; Economics; Public economics; Business; Finance; Health insurance; Health care; Economic growth; Political science; Law; Market economy","score_opus":0.011844853632903258,"score_gpt":0.22281202270409273,"score_spread":0.21096716907118948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591236744","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":[0.9832242,0.000034692217,0.000042688374,0.0018614882,0.0006791972,0.00016823555,0.00000882141,0.00006046415,0.013920228],"genre_scores_gemma":[0.98774076,0.000006752456,0.00008902295,0.0020994004,0.007834407,0.00000542362,0.000011531044,0.000047671783,0.0021650465],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852383,0.000018089644,0.0005323047,0.0002803113,0.00018450031,0.00046094513],"domain_scores_gemma":[0.9992736,0.000012406094,0.00038044498,0.00016684535,0.00012742815,0.000039258346],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066506176,0.00021909352,0.00032341722,0.00036903322,0.0005080506,0.000700063,0.00037216712,0.00007952688,0.0054029212],"category_scores_gemma":[0.000052283696,0.00020738854,0.00025531274,0.0002173786,0.000039107366,0.0007657461,0.0001482334,0.00023888804,0.017734833],"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":[0.00028616484,0.00014746889,0.92082113,0.00003958005,0.00011801812,0.00014812559,0.0033249636,0.00020524509,0.00040289678,0.011263018,0.05340253,0.009840873],"study_design_scores_gemma":[0.0018452953,0.000039154478,0.03805169,0.00008781046,0.00028071683,0.000106382984,0.0030326957,0.00329982,0.00003792015,0.048749648,0.9033151,0.0011537502],"about_ca_topic_score_codex":0.00029573194,"about_ca_topic_score_gemma":0.0005752693,"teacher_disagreement_score":0.8827694,"about_ca_system_score_codex":0.00016768578,"about_ca_system_score_gemma":0.000058657177,"threshold_uncertainty_score":0.9955063},"labels":[],"label_agreement":null},{"id":"W1592404944","doi":"10.2139/ssrn.1931691","title":"On the Persistence of Income Shocks Over the Life Cycle: Evidence, Theory, and Implications Second Version","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Persistence (discontinuity); Economics; Life-cycle hypothesis; Econometrics; Psychology; Demographic economics; Keynesian economics; Engineering","score_opus":0.018188915482522248,"score_gpt":0.22468593778159224,"score_spread":0.20649702229907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592404944","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":[0.9948963,0.001240491,0.000092425485,0.0007273209,0.000070098,0.00014041612,0.0000011391303,0.000011286634,0.0028205593],"genre_scores_gemma":[0.99798614,0.00044112117,0.0000058883925,0.0009990047,0.00020262196,0.0000049628425,0.0000013474947,0.000012471414,0.00034642473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99863607,0.00006638098,0.00027161508,0.00017126765,0.00025850994,0.0005961319],"domain_scores_gemma":[0.9988788,0.00027848282,0.00035931478,0.00030000266,0.00016957021,0.000013872475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027240228,0.00013367667,0.00014613551,0.00015150708,0.00058371545,0.000099608056,0.0004767687,0.000041848583,0.0010388772],"category_scores_gemma":[0.00048924424,0.000074626994,0.00013025852,0.00041756846,0.00013433798,0.0006160384,0.00013321782,0.00060619717,0.00004598969],"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":[0.0001453353,0.000037767004,0.17224482,0.000014054783,0.0000628972,4.1422103e-7,0.00020489497,0.0000040749046,0.0001511029,0.82589066,0.0004818985,0.00076209696],"study_design_scores_gemma":[0.00025115634,0.000071277376,0.53123796,0.00010691715,0.00026584143,0.000010897554,0.0012735744,0.00030592477,0.000027104606,0.4652712,0.0010238253,0.00015431266],"about_ca_topic_score_codex":0.00012950142,"about_ca_topic_score_gemma":0.00043162654,"teacher_disagreement_score":0.36061946,"about_ca_system_score_codex":0.00008706674,"about_ca_system_score_gemma":0.00018706506,"threshold_uncertainty_score":0.9998743},"labels":[],"label_agreement":null},{"id":"W1594272684","doi":"10.2139/ssrn.2011849","title":"Income Adequacy in Retirement: Accounting for the Annuitized Value of Wealth in Canada","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Canada; Statistics Canada","funders":"","keywords":"Value (mathematics); Economics; Accounting; Demographic economics; Business; Statistics","score_opus":0.008659830715064517,"score_gpt":0.22881556209809714,"score_spread":0.22015573138303263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594272684","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":[0.9966797,0.0017494104,0.00014609135,0.0004849552,0.00032923213,0.00037640706,0.000002338347,0.000007086033,0.000224748],"genre_scores_gemma":[0.9982533,0.00033894664,0.000045350793,0.00039074538,0.00083924684,0.000020063635,0.000010399262,0.000028541137,0.00007344309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963162,0.000040234067,0.00080391497,0.00017521685,0.00048741995,0.0021770222],"domain_scores_gemma":[0.9987639,0.00016910724,0.000669078,0.00020544852,0.00017533428,0.000017084196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004699081,0.00019629495,0.00036516166,0.00039742005,0.0002113367,0.000071181035,0.00045664466,0.000048701877,0.00006900031],"category_scores_gemma":[0.00038741715,0.0001533014,0.00012539105,0.0009533556,0.000026740483,0.0010870126,0.00010045641,0.00080850534,0.000007419587],"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":[0.00008544652,0.00004224563,0.9360763,0.000057998142,0.000021006763,9.4028826e-7,0.00006696807,0.000163561,0.000055599976,0.06112824,0.00007183841,0.002229848],"study_design_scores_gemma":[0.0024483649,0.000029393435,0.9494222,0.00024321358,0.00015009822,0.0000075177154,0.003054225,0.009138313,0.000038395396,0.029763663,0.005316004,0.0003886375],"about_ca_topic_score_codex":0.6712025,"about_ca_topic_score_gemma":0.9204003,"teacher_disagreement_score":0.24919786,"about_ca_system_score_codex":0.0019286622,"about_ca_system_score_gemma":0.0021675988,"threshold_uncertainty_score":0.62514496},"labels":[],"label_agreement":null},{"id":"W1594510601","doi":"10.3982/qe2","title":"Childhood determinants of risk aversion: The long shadow of compulsory education","year":2011,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"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":"Risk aversion (psychology); Economics; Volatility (finance); Graduation (instrument); Demographic economics; Panel Study of Income Dynamics; Panel data; Shadow (psychology); Actuarial science; Psychology; Econometrics; Financial economics; Expected utility hypothesis","score_opus":0.028374354617641217,"score_gpt":0.23966984984145334,"score_spread":0.21129549522381214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594510601","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":[0.994712,0.00012060446,0.000046463294,0.0000132986,0.00032722772,0.0001749414,0.0000105334575,0.000010520951,0.0045844098],"genre_scores_gemma":[0.99832153,0.000066248576,0.0012706359,0.00013627432,0.000119945056,0.000004532245,0.000023085111,0.000015320393,0.00004240221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911,0.000023764153,0.0004664277,0.00019894664,0.000072004215,0.00012890133],"domain_scores_gemma":[0.9983703,0.00010287528,0.0010020928,0.0002774045,0.00023970321,0.00000765871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037193298,0.00013239798,0.000286129,0.00020977118,0.00012193053,0.000025080539,0.00028977415,0.000040851868,0.00032555466],"category_scores_gemma":[0.00017045923,0.00010992956,0.00014392304,0.00023084409,0.00014232108,0.0006162466,0.0001154476,0.000075515985,0.000138412],"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":[0.00004470728,0.00018450075,0.96039706,0.000048565184,0.000020714147,3.0697805e-7,0.001172211,0.000029028983,0.000007777295,0.034352474,0.00021847512,0.0035241526],"study_design_scores_gemma":[0.00020011076,0.000023010694,0.9843502,0.000060885188,0.0001300008,2.9378936e-7,0.0012655483,0.0045233318,0.00029326702,0.008743165,0.00027727813,0.00013290637],"about_ca_topic_score_codex":0.0020696444,"about_ca_topic_score_gemma":0.0008958343,"teacher_disagreement_score":0.025609307,"about_ca_system_score_codex":0.000019680074,"about_ca_system_score_gemma":0.000051891227,"threshold_uncertainty_score":0.44827974},"labels":[],"label_agreement":null},{"id":"W1594840291","doi":"10.3386/w10514","title":"Measuring Self-Control","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; TIAA-CREF Institute","keywords":"Control (management); Computer science; Artificial intelligence","score_opus":0.2901315517722046,"score_gpt":0.43352867814827156,"score_spread":0.14339712637606694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594840291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024723887,0.00084818964,0.0000041651447,0.00056827895,0.0010907103,0.0010075428,0.00004152482,0.00011147693,0.9716042],"genre_scores_gemma":[0.987593,0.00022748718,0.0001467749,0.0001130431,0.006924879,0.00009153241,0.0005743463,0.00008679756,0.004242116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99432224,0.000044606175,0.001085056,0.0007281468,0.0032409583,0.0005789657],"domain_scores_gemma":[0.992883,0.00030726573,0.0007945647,0.000438803,0.005549917,0.000026401638],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007666472,0.00033707847,0.0007620609,0.0025528742,0.00028514184,0.0003146299,0.00080238574,0.0003795206,0.0014588597],"category_scores_gemma":[0.0019048203,0.00035182945,0.00043086565,0.0006052649,0.00013722369,0.00087064545,0.000309584,0.0007192761,0.0019347247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022470883,0.0005578943,0.14544551,0.0028611196,0.0007307649,0.00004351327,0.000053635616,0.004268753,0.00022438588,0.6819845,0.16237105,0.0012341562],"study_design_scores_gemma":[0.0033386517,0.000055793917,0.0347581,0.0011754474,0.0004699746,0.000012715571,0.000040509924,0.005654354,0.00014249644,0.5409407,0.4119552,0.0014560746],"about_ca_topic_score_codex":0.008853834,"about_ca_topic_score_gemma":0.00081394485,"teacher_disagreement_score":0.9673621,"about_ca_system_score_codex":0.002800935,"about_ca_system_score_gemma":0.003254742,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W1595642128","doi":"","title":"The Intertemporal Substitution and Income Effects of a VAT Rate Increase: Evidence from Japan","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Substitution effect; Consumption (sociology); Substitution (logic); Durable good; Monetary economics; Quarter (Canadian coin); Labour economics; Demographic economics; Macroeconomics; Microeconomics","score_opus":0.028645235496110217,"score_gpt":0.27559281040595496,"score_spread":0.24694757490984473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595642128","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":[0.9957532,0.00084693555,0.0000027276524,0.00007571158,0.00041505793,0.0007074849,0.000006422402,0.000026500054,0.002165903],"genre_scores_gemma":[0.99468833,0.004353547,0.000090146576,0.000056648012,0.00039326856,0.00011142178,0.00006362208,0.000034494544,0.00020851468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975596,0.00019969651,0.0007582695,0.00074884325,0.00027006806,0.00046348665],"domain_scores_gemma":[0.99696773,0.0012147846,0.00057511963,0.00093147386,0.00027680027,0.00003410044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002923719,0.00031033228,0.0005818169,0.00056474307,0.00026601288,0.00039266035,0.00080894,0.00024375932,0.000051622224],"category_scores_gemma":[0.0025353015,0.00025969488,0.00016590428,0.00027008497,0.00050904206,0.00064068084,0.0023812116,0.0007999311,0.000021760568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041596152,0.000072541254,0.9778472,0.0009494896,0.00006886062,0.000022950395,0.00020905583,0.00008995308,0.0005222345,0.0017612665,0.000044651417,0.017995823],"study_design_scores_gemma":[0.00069999025,0.0000424396,0.9608027,0.0033446273,0.00013261566,7.70857e-7,0.00015149107,0.01828287,0.0005329298,0.012976175,0.002462322,0.0005710922],"about_ca_topic_score_codex":0.011716077,"about_ca_topic_score_gemma":0.0045130285,"teacher_disagreement_score":0.018192915,"about_ca_system_score_codex":0.00023953967,"about_ca_system_score_gemma":0.00015848475,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W1597154871","doi":"10.7202/800792ar","title":"L’incidence de la rente publique sur l’épargne privée : un survol de la littérature théorique et empirique","year":2009,"lang":"en","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Pension; Welfare economics; Frame work; Private pension; Humanities; Economics; Philosophy; Finance; Physics","score_opus":0.011239100121274354,"score_gpt":0.24768013096231742,"score_spread":0.23644103084104307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597154871","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":[0.973676,0.00031918933,0.0009157839,0.0053637354,0.00013075823,0.0004758796,0.000012243559,0.00040745863,0.018698912],"genre_scores_gemma":[0.9729824,0.00045043867,0.0017665721,0.021998525,0.0010747022,0.00006899096,0.00014903495,0.00007724581,0.0014320937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967636,0.00059289276,0.00083934,0.0007881789,0.0002065856,0.00080942654],"domain_scores_gemma":[0.9973245,0.0007980195,0.0006214382,0.00078897015,0.00037575944,0.000091301365],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0047488,0.00057358865,0.0006609157,0.000453551,0.00025601912,0.0013116302,0.0008108308,0.00070589606,0.00029311414],"category_scores_gemma":[0.0024431576,0.0005639856,0.0003513955,0.00093655614,0.00015851698,0.002467926,0.00024691367,0.0009678951,0.000089632944],"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":[0.0002079077,0.0004442934,0.4965975,0.00015576041,0.00006124161,0.00017085581,0.000930635,0.00024707697,0.0042361575,0.4819878,0.012089216,0.0028715322],"study_design_scores_gemma":[0.0009784113,0.0000470806,0.5658503,0.0002703425,0.00011578011,0.00004280083,0.00007826093,0.0022052543,0.0024570704,0.0986943,0.32825756,0.0010028032],"about_ca_topic_score_codex":0.0018838993,"about_ca_topic_score_gemma":0.0010733374,"teacher_disagreement_score":0.3832935,"about_ca_system_score_codex":0.0002822883,"about_ca_system_score_gemma":0.00045787322,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W1597911228","doi":"","title":"Will Pre-Funding Provide Security for Social Security? A Review of the Literature","year":2000,"lang":"en","type":"review","venue":"Journal of Insurance Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Context (archaeology); Investment (military); Critical security studies; Plan (archaeology); Security studies; Economic security; Finance; Business; Public administration; Public economics; Network security policy; Economics; Political science; Economic growth; Cloud computing security; Politics","score_opus":0.024660989930717785,"score_gpt":0.32259289604007296,"score_spread":0.29793190610935516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597911228","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006960155,0.99639237,0.0000013091611,0.00040653715,0.00064186833,0.0013135552,0.00008928771,0.00001778241,0.0004412588],"genre_scores_gemma":[0.0009850184,0.99248654,0.00007644185,0.0005881086,0.0053837416,0.000037222093,0.000057967634,0.000067108944,0.0003178611],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599904,0.00013110512,0.002268041,0.00034037736,0.0008855214,0.00037593598],"domain_scores_gemma":[0.99276954,0.00013421074,0.0053287796,0.0004072608,0.0013401196,0.000020109417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016140316,0.0005684871,0.0030002305,0.00043441856,0.00029103362,0.00031063872,0.0011254299,0.00030153568,0.00013659794],"category_scores_gemma":[0.00089770695,0.0003521289,0.002601063,0.0017465036,0.00010031782,0.0022182127,0.00015701861,0.0007683915,0.000009164105],"study_design_candidate":"systematic_review","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":[0.0001315913,0.00027986043,0.0016889172,0.69188374,0.00035307003,0.000023912457,0.00094982184,9.530548e-7,9.4273383e-7,0.0019383153,0.10097241,0.20177647],"study_design_scores_gemma":[0.00018141528,0.000016521612,0.000097672215,0.24607652,0.0013092848,0.000014051269,0.0000083523755,0.000004057197,7.5194157e-7,0.0017719117,0.7502564,0.00026302045],"about_ca_topic_score_codex":0.000031306146,"about_ca_topic_score_gemma":0.000014777099,"teacher_disagreement_score":0.64928406,"about_ca_system_score_codex":0.000102345184,"about_ca_system_score_gemma":0.00018050999,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W1601300195","doi":"10.1628/001522111x614141","title":"Adverse Selection and Risk Aversion in Capital Markets","year":2011,"lang":"en","type":"article","venue":"FinanzArchiv Public Finance Analysis","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adverse selection; Economics; Risk aversion (psychology); Selection (genetic algorithm); Financial economics; Monetary economics; Microeconomics; Expected utility hypothesis; Computer science","score_opus":0.01232043904015675,"score_gpt":0.19103697735913153,"score_spread":0.17871653831897477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601300195","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":[0.99386334,0.00011429793,0.0004350261,0.00008384745,0.00009310579,0.00020761657,0.0000108652475,0.00008985439,0.0051020333],"genre_scores_gemma":[0.99730104,0.00037314868,0.0011512325,0.00017420543,0.00016776143,0.000036374993,0.0001382625,0.00002861992,0.0006293534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974815,0.00006521745,0.0006131485,0.000815094,0.00040072197,0.0006242939],"domain_scores_gemma":[0.99872345,0.000051507694,0.0005356103,0.00044594074,0.00021555136,0.000027964823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090672815,0.0003508192,0.000580872,0.0028337769,0.00037603977,0.00014652422,0.00035814635,0.00012549968,0.0010501733],"category_scores_gemma":[0.0003399166,0.0003516903,0.0003629522,0.0058859624,0.00011124616,0.0022985889,0.00030212975,0.00031425752,0.00026704877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009230613,0.00015735414,0.9889968,0.000030425479,0.00010213992,0.000020733309,0.0002406274,0.00006279049,0.000016409505,0.0057158046,0.00050659623,0.0040580053],"study_design_scores_gemma":[0.00054611015,0.00001806107,0.9393954,0.000025948042,0.00078281184,0.000001071779,0.000089308305,0.047007468,0.000012017265,0.0019519865,0.009780279,0.00038953204],"about_ca_topic_score_codex":0.008382824,"about_ca_topic_score_gemma":0.010741064,"teacher_disagreement_score":0.049601402,"about_ca_system_score_codex":0.00007420457,"about_ca_system_score_gemma":0.00004383357,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W1601941797","doi":"","title":"L'instabilite des gains familiaux et du revenu familial au Canada, 1986 a 1991 et 1996 a 2001","year":2005,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03304699875795393,"score_gpt":0.29297751857346455,"score_spread":0.25993051981551063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601941797","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":[0.9148678,0.0007584161,0.0000026230337,0.0034426136,0.0012873303,0.001581432,0.00031288777,0.000070487964,0.07767641],"genre_scores_gemma":[0.958223,0.018703276,0.0011440371,0.002879501,0.0032705439,0.0003384748,0.0014623691,0.00025068136,0.01372813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99048716,0.00072793296,0.0022681772,0.002445824,0.0011895251,0.0028814115],"domain_scores_gemma":[0.9948042,0.0010232873,0.0008926373,0.0020485448,0.0009749409,0.00025635902],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008053267,0.0011789281,0.0016867657,0.0014155991,0.0009284201,0.0005736249,0.0018256968,0.0007493613,0.00088206056],"category_scores_gemma":[0.0039257053,0.001378921,0.0007078647,0.0011863214,0.0010258466,0.0015522334,0.003206372,0.0028875712,0.0001986562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00030056734,0.00054269034,0.9382163,0.0011179154,0.0001463926,0.00021692985,0.0007437942,0.0121090915,0.00009580469,0.006482735,0.00358862,0.036439136],"study_design_scores_gemma":[0.0010344794,0.000038887087,0.6033754,0.0012172501,0.000103870174,0.0000064059363,0.000780761,0.020597776,0.000006790245,0.0009403028,0.37077317,0.001124936],"about_ca_topic_score_codex":0.8912226,"about_ca_topic_score_gemma":0.9889839,"teacher_disagreement_score":0.36718452,"about_ca_system_score_codex":0.008579923,"about_ca_system_score_gemma":0.005877092,"threshold_uncertainty_score":0.99975866},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1603368688","doi":"10.1108/17468800810906084","title":"Excess sensitivity of consumption","year":2008,"lang":"en","type":"article","venue":"International Journal of Emerging Markets","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Consumption (sociology); Economics; China; Value (mathematics); Sensitivity (control systems); Government (linguistics); Originality; Order (exchange); Econometrics; Public economics; Macroeconomics; Microeconomics; Sociology; Mathematics; Political science; Statistics; Finance","score_opus":0.02357473287660806,"score_gpt":0.26359737803079153,"score_spread":0.24002264515418348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603368688","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":[0.99610716,0.00009703793,0.00057616376,0.0003055534,0.0012692317,0.000039010592,0.0000024015767,0.000012500422,0.0015909254],"genre_scores_gemma":[0.9979042,0.00012085067,0.00036603917,0.00029230764,0.0011455435,4.8950596e-7,0.000010000994,0.000011715895,0.000148849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834204,0.000036843358,0.0006085046,0.00011552707,0.0007739618,0.00012314906],"domain_scores_gemma":[0.9973184,0.00011229026,0.0010298603,0.00010042194,0.00142649,0.000012532613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010389092,0.000115488256,0.0002444814,0.00059309124,0.000071770264,0.000044418368,0.00025163707,0.000037479418,0.0006414122],"category_scores_gemma":[0.0005414661,0.00010804668,0.00020802628,0.00020142095,0.00007276516,0.0011026995,0.00010565139,0.000121806275,0.000038497772],"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":[0.0002720756,0.00011827614,0.9871425,0.00003553402,0.000085765074,0.000299974,0.00007534149,0.00017913626,0.0042333216,0.0009964491,0.004229233,0.0023324026],"study_design_scores_gemma":[0.000706179,0.000008265683,0.9763818,0.00021830206,0.00008014014,0.00012129304,0.000020552847,0.0048828195,0.00064992835,0.0004523713,0.016324515,0.00015384624],"about_ca_topic_score_codex":0.00013300337,"about_ca_topic_score_gemma":0.00002668656,"teacher_disagreement_score":0.012095281,"about_ca_system_score_codex":0.000042773438,"about_ca_system_score_gemma":0.000030921212,"threshold_uncertainty_score":0.70230144},"labels":[],"label_agreement":null},{"id":"W1605517779","doi":"10.2139/ssrn.2366468","title":"Long-Term Returns: A Reality Check for Pension Funds and Retirement Savings","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Pension; Term (time); Business; Actuarial science; Reality check; Finance; Economics","score_opus":0.01688733259831454,"score_gpt":0.24570635641431113,"score_spread":0.2288190238159966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605517779","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":[0.99495983,0.0010881317,0.0005740578,0.0019285212,0.00022211277,0.00061157503,0.0000011614857,0.00006463678,0.00054997765],"genre_scores_gemma":[0.9949268,0.000842628,0.00012845703,0.0008121189,0.0014217038,0.000039167797,0.000049451217,0.000047298723,0.0017323677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966064,0.00002509416,0.00059983344,0.00044168675,0.0004588099,0.0018681688],"domain_scores_gemma":[0.99852484,0.000039342416,0.00055124535,0.00029727822,0.00054729154,0.00003997646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002040028,0.00030620096,0.00037801755,0.00029355098,0.0005660475,0.0005990793,0.00030162666,0.00011666766,0.00029233855],"category_scores_gemma":[0.00023112065,0.0002628712,0.00022562443,0.0003702883,0.00006746255,0.0015923228,0.00016972094,0.00074207765,0.00009693703],"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":[0.00022816301,0.000168614,0.90442955,0.00026250837,0.00012719406,0.0000067672227,0.00010837447,0.000003246244,0.003005594,0.067562915,0.006028115,0.01806896],"study_design_scores_gemma":[0.0024258127,0.00023613063,0.78410447,0.00028768135,0.0005535269,0.00006600183,0.0005110519,0.0023982816,0.00009936335,0.20119087,0.0072546415,0.00087216904],"about_ca_topic_score_codex":0.0009715096,"about_ca_topic_score_gemma":0.0026417833,"teacher_disagreement_score":0.13362795,"about_ca_system_score_codex":0.00044505842,"about_ca_system_score_gemma":0.0002171361,"threshold_uncertainty_score":0.99998236},"labels":[],"label_agreement":null},{"id":"W1657818568","doi":"","title":"Increasing Default Deferral Rates in Automatic Enrollment 401(k) Plans: The Impact on Retirement Savings Success in Plans with Automatic Escalation","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deferral; Pension; Quartile; Actuarial science; Quarter (Canadian coin); Business; Default; Demographic economics; Economics; Finance; Medicine","score_opus":0.01065528799944832,"score_gpt":0.2561673787614045,"score_spread":0.24551209076195618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1657818568","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":[0.9980702,0.00035912567,0.000076871154,0.00040813736,0.0001045474,0.00047763617,0.0000015062234,0.00005855747,0.00044341304],"genre_scores_gemma":[0.99899524,0.00007847755,0.00005293425,0.0002660955,0.00045777072,0.00003118607,0.00003785424,0.000045912042,0.00003453849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957922,0.0001669985,0.00078239996,0.0002775724,0.0007442004,0.0022366394],"domain_scores_gemma":[0.99882066,0.00016287655,0.0006149038,0.00027320438,0.00009301003,0.00003534406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046090367,0.00039909687,0.00044159222,0.000755967,0.0003480069,0.00039914093,0.0004046301,0.00009311824,0.00013775479],"category_scores_gemma":[0.0001887994,0.00024673555,0.0001494391,0.0010973148,0.000058546182,0.0017091039,0.000075069824,0.0011807854,0.00007157361],"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":[0.00022217941,0.00023895844,0.9896981,0.000041205465,0.000053829084,0.000007030608,0.00042232065,0.0014430229,0.00009070033,0.0046227234,0.00003953484,0.0031203972],"study_design_scores_gemma":[0.001421323,0.00012447125,0.9391732,0.00054848794,0.0001290811,0.000053199197,0.0010181675,0.05090883,0.000020827738,0.006179768,0.00005608741,0.00036653742],"about_ca_topic_score_codex":0.0043525677,"about_ca_topic_score_gemma":0.00981653,"teacher_disagreement_score":0.05052488,"about_ca_system_score_codex":0.0017994252,"about_ca_system_score_gemma":0.00033115066,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W1676215493","doi":"","title":"Ricardian or Spender Consumers? Evidence from a Taxpayer Survey Questionnaire","year":2009,"lang":"en","type":"article","venue":"Economics bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Marginal propensity to consume; Earnings; Consumption (sociology); Economics; Context (archaeology); Market liquidity; Taxpayer; Demographic economics; Monetary economics; Labour economics; Accounting; Macroeconomics","score_opus":0.04020350046126534,"score_gpt":0.24185141029063315,"score_spread":0.2016479098293678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1676215493","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":[0.9930758,0.00037235912,0.00007899695,0.003533349,0.0004575624,0.00024672897,0.000018136414,0.00011364768,0.002103459],"genre_scores_gemma":[0.991958,0.00014980457,0.000593052,0.005026013,0.0008482986,0.000008753907,0.0001285827,0.000029568766,0.0012578915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983493,0.000047433823,0.0005228664,0.00059147825,0.00013102235,0.00035791745],"domain_scores_gemma":[0.9987475,0.00016945135,0.00037941514,0.0004930338,0.00017745844,0.000033101773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081255136,0.00028077245,0.00042971267,0.00021016,0.00020642528,0.00047758396,0.0003787011,0.00011078081,0.006741879],"category_scores_gemma":[0.0008832239,0.00026823283,0.00016843042,0.00027793163,0.000058589907,0.0005918151,0.000119324,0.00015878011,0.007243643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003149198,0.00007176183,0.94727784,0.000015007087,0.0000319463,0.000021535308,0.000052918665,0.00009568294,0.000024006806,0.0011168217,0.047839995,0.0031375657],"study_design_scores_gemma":[0.00033254444,0.000011760463,0.85755575,0.0001109585,0.00007820466,7.6816576e-7,0.000015381798,0.0011280695,0.000019277535,0.000998067,0.13937402,0.00037519637],"about_ca_topic_score_codex":0.011802402,"about_ca_topic_score_gemma":0.0040932153,"teacher_disagreement_score":0.09153403,"about_ca_system_score_codex":0.000101863356,"about_ca_system_score_gemma":0.000050095117,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W167763284","doi":"","title":"The ethics of age discrimination and cost-benefit accounting.","year":2006,"lang":"en","type":"article","venue":"PubMed","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Accounting; Business; Psychology; Actuarial science","score_opus":0.025076639940289903,"score_gpt":0.22648234800869146,"score_spread":0.20140570806840155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167763284","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":[0.98294365,0.00029941034,0.000033182703,0.0016687629,0.00023047978,0.00057736586,0.0000024274154,0.000049951264,0.014194782],"genre_scores_gemma":[0.99739176,0.000030781273,0.000033059187,0.0003801802,0.00047091968,0.00017197338,0.000043365275,0.000014364882,0.0014635694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891627,0.000010137302,0.00029618287,0.00017927607,0.0003445059,0.00025361887],"domain_scores_gemma":[0.9991428,0.00013648882,0.0002818378,0.00018667424,0.00024608138,0.0000061155915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010185927,0.00011225483,0.00014244547,0.00013204335,0.00031662072,0.00032139948,0.00016532977,0.000067139415,0.0000118373555],"category_scores_gemma":[0.0004141784,0.00008259459,0.00005960497,0.0003883875,0.00010655241,0.00059569365,0.00012872793,0.00012875554,0.000009785558],"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":[0.000034943263,0.00006033346,0.73071885,0.0001645351,0.000011083157,0.0000039542288,0.000066900175,0.000026293295,0.00007048259,0.19510368,0.0033401058,0.07039886],"study_design_scores_gemma":[0.00017251461,8.7398706e-7,0.9199267,0.000011214294,0.00007309836,1.7507507e-7,0.00003881389,0.0004906739,0.000039939452,0.0100814635,0.06906412,0.000100397614],"about_ca_topic_score_codex":0.001783318,"about_ca_topic_score_gemma":0.0023136002,"teacher_disagreement_score":0.1892079,"about_ca_system_score_codex":0.00001926168,"about_ca_system_score_gemma":0.000005197479,"threshold_uncertainty_score":0.33681095},"labels":[],"label_agreement":null},{"id":"W1683239388","doi":"10.1023/a:1025495221519","title":"Effects of Marriage and Children on Financial Risk Tolerance: A Synthesis of Family Development and Prospect Theory","year":2003,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":130,"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; BC Cancer Agency","funders":"","keywords":"Marital status; Psychology; Financial risk; Demography; Family income; Investment (military); Demographic economics; Economics; Actuarial science; Sociology; Political science; Economic growth; Population","score_opus":0.006265104584236332,"score_gpt":0.20001305309081338,"score_spread":0.19374794850657706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1683239388","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":[0.9951903,0.0037876107,0.000007937807,0.0000109274015,0.00013677223,0.00015435637,0.0000030819317,0.000004219863,0.000704777],"genre_scores_gemma":[0.9977548,0.0012827752,0.00057561457,0.000116493946,0.00021186749,0.0000031078255,7.5987367e-7,0.000012069322,0.000042493808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989497,0.00003856268,0.0005768667,0.00017816259,0.000112530535,0.0001441523],"domain_scores_gemma":[0.99887383,0.00016490002,0.0007886368,0.0000886241,0.0000655164,0.000018512546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009030107,0.00017379716,0.0005572711,0.00026195424,0.00011213814,0.00006203883,0.00008663215,0.00006317413,0.000017979053],"category_scores_gemma":[0.00028741607,0.00014459969,0.00007778992,0.00007689407,0.000086208005,0.00040560125,0.00004343728,0.000103403065,0.0000038170283],"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":[0.00047964163,0.00012357406,0.9748353,0.000412448,0.00010624985,0.000010724977,0.0005056266,0.00003226879,0.0011350126,0.008366319,0.00054074224,0.0134520875],"study_design_scores_gemma":[0.0007991243,0.00006592588,0.98940307,0.0003736261,0.00020669645,0.0000031786503,0.000110150875,0.00006711467,0.0046608127,0.002509287,0.0016342523,0.00016679145],"about_ca_topic_score_codex":0.000110266636,"about_ca_topic_score_gemma":0.000013310256,"teacher_disagreement_score":0.014567735,"about_ca_system_score_codex":0.000020900683,"about_ca_system_score_gemma":0.000035695495,"threshold_uncertainty_score":0.5896604},"labels":[],"label_agreement":null},{"id":"W16888790","doi":"10.1002/jmri.20682","title":"Optimal Asset Allocation and The Real Option to Delay Annuitization: It’s Not Now-or-Never","year":2002,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Life annuity; Actuarial science; Economics; Life insurance; Asset allocation; Present value; Annuity; Asset (computer security); Moral hazard; Value of life; Normative; Pension; Microeconomics; Portfolio; Financial economics; Finance; Computer science; Incentive","score_opus":0.023630104784099284,"score_gpt":0.23778472628838535,"score_spread":0.21415462150428605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16888790","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":[0.8724413,0.000103115395,0.008129551,0.06779083,0.0005404012,0.0014512497,0.000007190073,0.00035287102,0.049183495],"genre_scores_gemma":[0.9578258,0.00017729895,0.0014339798,0.023617564,0.0008058742,0.000039801023,0.000087627406,0.00002299387,0.015989078],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877024,0.00002069844,0.00033186405,0.00031174778,0.0003544957,0.00021098409],"domain_scores_gemma":[0.9992179,0.000054748307,0.0001408772,0.000253054,0.00031682232,0.000016571581],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044102635,0.00016850997,0.00018863709,0.00019253293,0.00029588136,0.00042933348,0.00016912988,0.00006311644,0.0027273276],"category_scores_gemma":[0.00014435282,0.000111640446,0.000061217565,0.00071044604,0.000054969245,0.0019285677,0.00014057472,0.00006963302,0.0008304304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008705674,0.00024754115,0.07872477,0.00013929477,0.00007062741,0.000023941097,0.0009825503,0.005979249,0.00040808934,0.224404,0.6815405,0.006608879],"study_design_scores_gemma":[0.0018803645,0.000030242372,0.09868942,0.000058337795,0.0002633728,0.0000038240587,0.00022221205,0.41096953,0.000066738954,0.0001911091,0.487105,0.00051982375],"about_ca_topic_score_codex":0.00050121394,"about_ca_topic_score_gemma":0.0005690261,"teacher_disagreement_score":0.4049903,"about_ca_system_score_codex":0.000029216333,"about_ca_system_score_gemma":0.000006403739,"threshold_uncertainty_score":0.99994755},"labels":[],"label_agreement":null},{"id":"W1697615879","doi":"","title":"How dark is the night: The consumers' mood coping with the crisis. Evidences from isae consumer survey","year":2009,"lang":"en","type":"article","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumer confidence index; Financial crisis; Economics; Inflation (cosmology); Quarter (Canadian coin); Population; Confidence interval; Mood; Demographic economics; Deflation; Economic recovery; Economy; Monetary economics; Geography; Monetary policy; Macroeconomics; Demography; Psychology","score_opus":0.01976661911165203,"score_gpt":0.20147731265938595,"score_spread":0.18171069354773392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1697615879","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":[0.9320479,0.0015384123,0.00019426494,0.058711734,0.00013130592,0.0008040541,0.0002173141,0.00009085882,0.0062641744],"genre_scores_gemma":[0.9915518,0.0004639603,0.00038261633,0.0056995745,0.00010768714,0.0000014064044,0.00016317461,0.000027065675,0.0016026713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708885,0.0004117983,0.0003068042,0.0006695476,0.000984797,0.0005381909],"domain_scores_gemma":[0.9963443,0.00111507,0.0006458123,0.0013355167,0.00051298586,0.000046300695],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001138179,0.00044751924,0.0005596577,0.00020389548,0.0021686426,0.0003757119,0.0023479327,0.00009699496,0.00044425795],"category_scores_gemma":[0.00027641968,0.00026872096,0.00038561237,0.0009034857,0.001335419,0.0009408256,0.00064607005,0.0006096501,0.00006378709],"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":[0.0018782731,0.0003829979,0.68751204,0.00012065529,0.0009784366,0.00015440078,0.026597587,0.00006884281,0.00028805714,0.004828873,0.2728541,0.004335737],"study_design_scores_gemma":[0.0012846948,0.000095860996,0.7401258,0.00026587906,0.0009876014,0.0000083847945,0.030649295,0.0032920719,0.000020502208,0.0016419087,0.2209407,0.0006873228],"about_ca_topic_score_codex":0.029112738,"about_ca_topic_score_gemma":0.043461822,"teacher_disagreement_score":0.05950396,"about_ca_system_score_codex":0.00005854894,"about_ca_system_score_gemma":0.00012902115,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W170718266","doi":"10.1016/j.irfa.2016.08.004","title":"Financial literacy and over-indebtedness in low-income households","year":2016,"lang":"en","type":"article","venue":"International Review of Financial Analysis","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":187,"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":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Financial literacy; Numeracy; Disadvantaged; Debt; Finance; Net worth; Economics; Sample (material); Endogeneity; Financial services; Business; Consumption (sociology); Literacy; Economic growth","score_opus":0.008455885066569874,"score_gpt":0.25795555202569376,"score_spread":0.24949966695912387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W170718266","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":[0.9932735,0.0036829365,0.00041159597,0.00094636413,0.0004291023,0.00027723843,0.000053354936,0.00003913071,0.0008867861],"genre_scores_gemma":[0.990478,0.0056978073,0.00015743537,0.0025144748,0.0006410766,0.000038835453,0.00008047997,0.000021046988,0.00037085605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717355,0.000032021326,0.0011896217,0.0005539537,0.00074145815,0.0003094066],"domain_scores_gemma":[0.9979919,0.000092180184,0.000767332,0.00037520804,0.00075071416,0.000022641792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079585507,0.00030711864,0.0009253163,0.0011871625,0.00007416425,0.00009262472,0.0005362676,0.00010836755,0.0011245819],"category_scores_gemma":[0.0024858173,0.00023112737,0.00045290357,0.0041486756,0.000105712665,0.0014387816,0.00029348652,0.00012123203,0.00007388839],"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":[0.00005351825,0.00011973814,0.94929695,0.0010143154,0.0000636607,0.000028255832,0.000016298934,0.0000056759313,0.00008205206,0.023777982,0.0006844886,0.024857046],"study_design_scores_gemma":[0.00059128564,0.000010073246,0.9611539,0.006013378,0.00059959764,8.413274e-7,9.992252e-7,0.0007993295,0.000030204354,0.0023500214,0.028120331,0.0003300418],"about_ca_topic_score_codex":0.0010089173,"about_ca_topic_score_gemma":0.0007781934,"teacher_disagreement_score":0.027435843,"about_ca_system_score_codex":0.00010542831,"about_ca_system_score_gemma":0.00008942031,"threshold_uncertainty_score":0.9997885},"labels":[],"label_agreement":null},{"id":"W174453658","doi":"","title":"How Pension Funds Manage Investment Risks: A Global Survey","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global assets under management; Passive management; Business; Pension; Finance; Stable value fund; Liberian dollar; Fund of funds; Risk management; Public fund; Sample (material); Institutional investor; Investment (military); Economics; Corporate governance; Public economics; Market liquidity","score_opus":0.020148754261163013,"score_gpt":0.2483860124219863,"score_spread":0.2282372581608233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W174453658","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":[0.99349946,0.0004826895,0.00043667518,0.0009710504,0.00088176597,0.00021156519,0.0000044390936,0.000092954404,0.0034194267],"genre_scores_gemma":[0.99431056,0.0002533922,0.00012054627,0.0013022523,0.0018289428,0.000006197773,0.00008047633,0.000040517065,0.002057125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603534,0.00006244002,0.0004278842,0.0004488556,0.0007233697,0.0023020892],"domain_scores_gemma":[0.99850553,0.000034589593,0.00053724553,0.00043865733,0.00043632602,0.00004764315],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036104792,0.00036152182,0.00037277336,0.00032711856,0.00056986435,0.0010493515,0.000600763,0.00015029854,0.0001891552],"category_scores_gemma":[0.00047234452,0.00031435335,0.00027212675,0.001113044,0.000082824976,0.0016583239,0.00024117663,0.0017163347,0.00031873726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008860039,0.00011246988,0.7650833,0.000017434808,0.00006763148,0.000019464305,0.000009792627,0.000007472593,0.0003355556,0.22838745,0.0018388326,0.004031981],"study_design_scores_gemma":[0.0011785551,0.00007080137,0.74478203,0.000033907603,0.00026973712,0.00008257458,0.00022808221,0.0012699236,0.000016100217,0.19470161,0.056741215,0.0006254798],"about_ca_topic_score_codex":0.004014127,"about_ca_topic_score_gemma":0.0678881,"teacher_disagreement_score":0.06387398,"about_ca_system_score_codex":0.00046841768,"about_ca_system_score_gemma":0.000381405,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W1751122322","doi":"10.3982/ecta9126","title":"Dynamic Financial Constraints: Distinguishing Mechanism Design From Exogenously Incomplete Regimes","year":2014,"lang":"en","type":"article","venue":"Econometrica","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":76,"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","funders":"Social Sciences and Humanities Research Council of Canada; John Templeton Foundation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bill and Melinda Gates Foundation; National Science Foundation","keywords":"Consumption smoothing; Moral hazard; Econometrics; Economics; Leverage (statistics); Consumption (sociology); Computer science; Robustness (evolution); Dynamic stochastic general equilibrium; Asset (computer security); Counterfactual thinking; Finance; Microeconomics; Business cycle; Monetary policy; Macroeconomics","score_opus":0.01884969792047625,"score_gpt":0.2039809265130624,"score_spread":0.18513122859258616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1751122322","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":[0.836548,0.00032450716,0.11737043,0.00056506664,0.0018597892,0.0008303075,0.00005871619,0.00061136327,0.04183186],"genre_scores_gemma":[0.9867317,0.000009389731,0.0101016145,0.0015506189,0.001094625,0.000023479311,0.00017302265,0.000050561805,0.00026500822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785465,0.000042883556,0.00063807034,0.0006818167,0.0002693988,0.000513189],"domain_scores_gemma":[0.9982904,0.0003940801,0.0005901598,0.0005040085,0.00018463096,0.00003668044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008896475,0.00033591597,0.0005650342,0.001161729,0.00044888316,0.00056741125,0.0005788929,0.00012307362,0.0018616987],"category_scores_gemma":[0.0029761586,0.00035317455,0.00020898221,0.0016852722,0.000109890076,0.00091405894,0.00027916714,0.00019326944,0.0014100368],"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":[0.00026911157,0.00073390885,0.26542524,0.00034000547,0.00024836464,0.00014765683,0.00065674714,0.0008504978,0.0017960807,0.5729735,0.021282012,0.1352769],"study_design_scores_gemma":[0.0026568826,0.00012739224,0.29835054,0.00025120768,0.0005880597,0.0000048843945,0.0001682208,0.2216947,0.00016528765,0.2583371,0.21506785,0.0025878965],"about_ca_topic_score_codex":0.0011640838,"about_ca_topic_score_gemma":0.00013453547,"teacher_disagreement_score":0.31463638,"about_ca_system_score_codex":0.00012304587,"about_ca_system_score_gemma":0.000042671145,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W1762069462","doi":"10.1111/j.1752-1718.2007.00303.x","title":"Concevoir un système public d'assurance vieillesse","year":2008,"lang":"fr","type":"article","venue":"Revue Internationale de Sécurité Sociale","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Humanities; Political science; Ethnology; Philosophy; Sociology","score_opus":0.02317413553336882,"score_gpt":0.22828851484862708,"score_spread":0.20511437931525828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1762069462","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":[0.91056794,0.03960464,0.000362185,0.019438565,0.0045540663,0.0005990692,0.00013453621,0.0002415438,0.024497468],"genre_scores_gemma":[0.92365396,0.0036336724,0.00058347546,0.0022149503,0.008104091,0.00007806686,0.0003091155,0.000097027674,0.06132562],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667555,0.000093805436,0.00094759645,0.000694484,0.00077520614,0.0008133706],"domain_scores_gemma":[0.996471,0.00031183384,0.0008660518,0.00041675993,0.0018612929,0.000073101924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061811204,0.0004647721,0.0006657841,0.00045112614,0.0008111055,0.00046404262,0.0008347526,0.0003374619,0.0044721076],"category_scores_gemma":[0.0016574324,0.00059728586,0.0005640479,0.0013330359,0.000497492,0.0023859448,0.0003073527,0.00042090606,0.0025760294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039258182,0.0005009813,0.57564753,0.0008562855,0.00018817281,0.00042331935,0.00057500415,0.00006175584,0.00010203744,0.39091197,0.025571348,0.005122335],"study_design_scores_gemma":[0.0012058183,0.00002003826,0.09909598,0.0011032716,0.00022503297,0.00009553575,0.00013893557,0.005699918,0.00007831906,0.013612804,0.8778924,0.000831998],"about_ca_topic_score_codex":0.001984705,"about_ca_topic_score_gemma":0.0009943946,"teacher_disagreement_score":0.852321,"about_ca_system_score_codex":0.00064302114,"about_ca_system_score_gemma":0.0004669631,"threshold_uncertainty_score":0.99964786},"labels":[],"label_agreement":null},{"id":"W1782343898","doi":"10.1111/caje.12137","title":"The lack of loan aversion among Canadian high school students","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"Canada Millennium Scholarship Foundation","keywords":"Loan; Subsidy; Sample (material); Numeracy; Cash; Finance; Financial literacy; Business; Economics; Demographic economics; Economic growth; Literacy","score_opus":0.10798352308678259,"score_gpt":0.20073851497035045,"score_spread":0.09275499188356785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782343898","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":[0.99440527,0.00014272498,0.0000018388059,0.0012230235,0.0019979978,0.00027154566,0.00004845485,0.000005329456,0.0019038416],"genre_scores_gemma":[0.99625283,0.000035144894,0.000058850386,0.0011618488,0.0013929968,0.0000057968014,0.00003844569,0.000052158022,0.0010019037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976379,0.000036214842,0.0011142805,0.00031459364,0.000017499964,0.00087948045],"domain_scores_gemma":[0.9960999,0.00007272237,0.0012425696,0.00052194146,0.0008814905,0.0011814054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016408033,0.00031009162,0.000621553,0.0013475502,0.00041076637,0.00054140494,0.0013149012,0.00017342171,0.0004628593],"category_scores_gemma":[0.0007266286,0.0003051054,0.0002681094,0.00038866905,0.00024102646,0.0014145853,0.000069670714,0.00034868158,0.0001551875],"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":[0.00005744574,0.000009141576,0.909134,0.000025328933,0.000082064355,0.000118806456,0.00016441433,0.0018458349,0.0000022849515,0.07884211,0.009358027,0.00036059011],"study_design_scores_gemma":[0.0028944917,0.00022814712,0.5156191,0.0004108473,0.0004542796,0.00008012284,0.0021546609,0.0038575723,0.000049955666,0.107038826,0.3659434,0.0012685935],"about_ca_topic_score_codex":0.96575135,"about_ca_topic_score_gemma":0.9996345,"teacher_disagreement_score":0.39351484,"about_ca_system_score_codex":0.0026212735,"about_ca_system_score_gemma":0.0032557286,"threshold_uncertainty_score":0.9999401},"labels":[],"label_agreement":null},{"id":"W1802527107","doi":"10.3968/j.ccc.1923670020090504.006","title":"A Study on Financial Literacy of Malaysian Degree Students","year":2010,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Competence (human resources); Financial management; Money management; Element (criminal law); Literacy; Political science; Public relations; Finance; Psychology; Medical education; Pedagogy; Business; Medicine; Social psychology","score_opus":0.03277134648785756,"score_gpt":0.34695714709922176,"score_spread":0.3141858006113642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1802527107","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":[0.995256,0.000029292813,0.0000013562254,0.000116905205,0.00022653243,0.0004875355,0.0000042868314,0.00008705391,0.0037910095],"genre_scores_gemma":[0.9984779,0.000005609106,0.00021663308,0.00032761812,0.00031933445,0.000045422355,0.00016990969,0.000021037526,0.00041654045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982956,0.0000351639,0.0005783859,0.000306876,0.00055056665,0.00023340518],"domain_scores_gemma":[0.9971515,0.000055728942,0.00052184815,0.0011944401,0.0010603587,0.0000161097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059306686,0.00023700403,0.00030466085,0.00020686882,0.00053093507,0.0009593011,0.0012988789,0.000100070654,0.0001618798],"category_scores_gemma":[0.0005965011,0.00019578762,0.00015551034,0.0007037349,0.00020016175,0.0022805992,0.000601668,0.00039958095,0.0002922881],"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":[0.00008316929,0.0006317142,0.9880906,0.000025093184,0.000011196661,0.0000023824077,0.00057343085,0.000007573046,0.0022266174,0.00512791,0.00041303574,0.002807307],"study_design_scores_gemma":[0.0008214874,0.000043653945,0.9864279,0.00005518529,0.00007063289,5.9805177e-7,0.00019110013,0.00015735053,0.00020735728,0.0005503701,0.011248466,0.00022590547],"about_ca_topic_score_codex":0.00055404135,"about_ca_topic_score_gemma":0.0005529226,"teacher_disagreement_score":0.01083543,"about_ca_system_score_codex":0.00002946102,"about_ca_system_score_gemma":0.000015376268,"threshold_uncertainty_score":0.9250562},"labels":[],"label_agreement":null},{"id":"W1819851809","doi":"10.2469/faj.v67.n2.2","title":"Spending Retirement on Planet Vulcan: The Impact of Longevity Risk Aversion on Optimal Withdrawal Rates (corrected July 2011)","year":2011,"lang":"en","type":"article","venue":"Financial Analysts Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Risk aversion (psychology); Economics; Consumption (sociology); Pension; Longevity risk; Treasury; Retirement planning; Investment (military); Asset allocation; Expected utility hypothesis; Actuarial science; Asset (computer security); Financial economics; Finance; Portfolio","score_opus":0.02437920145284797,"score_gpt":0.2459480613388035,"score_spread":0.22156885988595554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819851809","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":[0.99555737,0.00006177368,0.00006710976,0.000035146353,0.00060059177,0.00025994238,0.00003741296,0.000038171176,0.0033424601],"genre_scores_gemma":[0.9976317,0.00007165005,0.000120946184,0.00015169955,0.0016940457,0.0000040975196,0.00009110879,0.000035835725,0.00019886259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969793,0.00012842358,0.000906264,0.00045696442,0.0009209069,0.00060812815],"domain_scores_gemma":[0.99725956,0.00009169647,0.0017297857,0.0004745901,0.00038186752,0.000062477964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014211985,0.0004808294,0.0006661351,0.000785326,0.0009322788,0.00022194641,0.0006527075,0.00014651714,0.003488066],"category_scores_gemma":[0.000416108,0.00030602782,0.00058693666,0.0008559261,0.00013255708,0.00076197315,0.00016881284,0.0008104524,0.00085109053],"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":[0.0025486932,0.0005029405,0.9511896,0.0000311996,0.00017924643,0.00018998928,0.00032233697,0.0028060295,0.00022377935,0.00047957615,0.03927642,0.0022502395],"study_design_scores_gemma":[0.0009354441,0.000506367,0.9880205,0.00021665583,0.00053847383,0.000015309004,0.000054710865,0.0062492955,0.0003764607,0.00045299807,0.0021937008,0.00044013065],"about_ca_topic_score_codex":0.005732482,"about_ca_topic_score_gemma":0.00042452582,"teacher_disagreement_score":0.03708272,"about_ca_system_score_codex":0.00021501057,"about_ca_system_score_gemma":0.00010897695,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W1828756574","doi":"","title":"Reclaiming Fiduciary Duty Balance","year":2011,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Fiduciary; Pension; Impartiality; Duty; Duty of loyalty; Business; Hedge fund; Economics; Goodwill; Law and economics; Accounting; Finance; Law; Political science","score_opus":0.03875326103729067,"score_gpt":0.20303665664510084,"score_spread":0.1642833956078102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1828756574","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":[0.6394233,0.00006876797,0.00018328469,0.00017033788,0.00043184447,0.00014555869,6.6167394e-7,0.00027191974,0.3593043],"genre_scores_gemma":[0.9893053,0.000008683554,0.0025019338,0.0030727296,0.00078980805,0.000009623534,0.000023323584,0.00002445405,0.0042641005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988651,0.0000064926176,0.00028385784,0.00032059636,0.00022953791,0.0002943601],"domain_scores_gemma":[0.9993328,0.000015459658,0.00015313392,0.00033478098,0.0001530633,0.000010783781],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029924957,0.00016603168,0.00019744039,0.00020531642,0.00022179687,0.00010001125,0.00026362712,0.000057030906,0.0076513155],"category_scores_gemma":[0.00010321238,0.00014562039,0.00011334884,0.0005601953,0.000034494948,0.0012113347,0.00017130066,0.00009128964,0.0023828365],"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":[0.000024528144,0.000065437496,0.93482465,0.000042092262,0.000007886694,0.000017476992,0.000068698624,0.000001161113,0.00025560273,0.040366072,0.022636449,0.0016899665],"study_design_scores_gemma":[0.00044107196,0.000010414847,0.80385745,0.00008158243,0.00014169264,0.0000015594086,0.00012708157,0.0057063964,0.00069043733,0.012400183,0.17589664,0.00064548815],"about_ca_topic_score_codex":0.0017103812,"about_ca_topic_score_gemma":0.00022965556,"teacher_disagreement_score":0.35504022,"about_ca_system_score_codex":0.000018230228,"about_ca_system_score_gemma":0.000010050987,"threshold_uncertainty_score":0.99839395},"labels":[],"label_agreement":null},{"id":"W1833985519","doi":"10.1111/1759-3441.12112","title":"Aboriginal Fringe Finance Use and Financial Capabilities: Survey Evidence from a Canadian City","year":2015,"lang":"en","type":"article","venue":"Economic Papers A journal of applied economics and policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Finance; Exploratory analysis; Exploratory research; Population; Business; Political science; Sociology; Social science","score_opus":0.026635282183587072,"score_gpt":0.2363048646905094,"score_spread":0.20966958250692233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833985519","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":[0.9971282,0.00025922718,0.0000011012224,0.00034693338,0.00026624606,0.00011436214,0.00008081922,0.0000058003043,0.0017973428],"genre_scores_gemma":[0.9947847,0.001557279,0.0002446384,0.0014970796,0.0018225715,0.0000039285637,0.000014827342,0.00002079446,0.000054180913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863505,0.000012376633,0.00063285255,0.00031969504,0.00005676937,0.00034328052],"domain_scores_gemma":[0.998783,0.00016799003,0.0006053451,0.0002067506,0.00010414752,0.00013275574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009153465,0.00024249959,0.00052301557,0.00044325736,0.00015965106,0.0005315432,0.0002388424,0.00010166612,0.00007202097],"category_scores_gemma":[0.00021135382,0.00025472257,0.000084151456,0.000112390866,0.00012662707,0.0014041781,0.00005972447,0.00017281694,0.00003535746],"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":[0.0004111338,0.000019712075,0.96401584,0.00002233025,0.000043135053,0.000007137438,0.0013398157,0.0015822048,0.000018648638,0.02750728,0.002904872,0.0021278923],"study_design_scores_gemma":[0.0008959234,0.000028849261,0.8250328,0.000053435768,0.0000641538,0.0000055064374,0.00012747942,0.0016630183,0.000010235313,0.0057337135,0.16599935,0.00038553472],"about_ca_topic_score_codex":0.39021105,"about_ca_topic_score_gemma":0.30681032,"teacher_disagreement_score":0.16309448,"about_ca_system_score_codex":0.0004223463,"about_ca_system_score_gemma":0.0008704287,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W1850376207","doi":"","title":"Reconciling Increasing Wealth Inequality with Increasing Market Participation and a Decreasing Equity Premium","year":2006,"lang":"en","type":"article","venue":"The Faculty Digital Archive (New York University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Equity premium puzzle; Inequality; Equity (law); Equity risk; Demographics; Stock market; Labour economics; Monetary economics; Financial economics; Risk premium; Finance; Private equity","score_opus":0.028537692419729286,"score_gpt":0.23199373182584887,"score_spread":0.2034560394061196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1850376207","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":[0.9496702,0.000020838437,0.0010877103,0.00018263851,0.000030278641,0.00029687953,0.000043297867,0.00014392151,0.048524242],"genre_scores_gemma":[0.9970655,0.0000029945265,0.0012194695,0.00014801379,0.00034159247,7.94084e-7,0.00036934888,0.000024013263,0.00082826806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824286,0.00011113239,0.00031404637,0.00046218242,0.0003992289,0.00047056135],"domain_scores_gemma":[0.9988039,0.00030767272,0.0004099789,0.00027669387,0.0001423019,0.000059409653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006908931,0.00029175353,0.0003152804,0.00032500335,0.000741829,0.00076051004,0.00031664994,0.00005123864,0.0000376693],"category_scores_gemma":[0.0003452691,0.00023548541,0.00010275598,0.00093301706,0.00021669033,0.0021748599,0.00054017437,0.00018732465,0.00002079484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013648128,0.00009159196,0.9805701,0.0000870772,0.000036461308,0.000030636198,0.00027371716,0.00014459416,0.00017777909,0.009969401,0.00061620737,0.00663766],"study_design_scores_gemma":[0.0012137217,0.000037986647,0.96387374,0.00035403526,0.00033410074,0.000010753593,0.0007865986,0.0058424934,0.000028396038,0.007827344,0.019142097,0.0005487492],"about_ca_topic_score_codex":0.020166133,"about_ca_topic_score_gemma":0.00304394,"teacher_disagreement_score":0.047695976,"about_ca_system_score_codex":0.00013938808,"about_ca_system_score_gemma":0.00010077806,"threshold_uncertainty_score":0.98635864},"labels":[],"label_agreement":null},{"id":"W1852449343","doi":"10.47678/cjhe.v31i1.183382","title":"Family Income and Postsecondary Education In Canada","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph; Canadian Nautical Research Society","funders":"","keywords":"Affect (linguistics); Postsecondary education; Attendance; Economics; Demographic economics; Subsidy; Family income; Household income; Educational attainment; Higher education; Socioeconomic status; Convergence (economics); Psychology; Economic growth; Sociology; Demography; Population; Geography","score_opus":0.006814290487357395,"score_gpt":0.21307571081570587,"score_spread":0.20626142032834846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852449343","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":[0.9883502,0.0031170081,3.988344e-7,0.0010558348,0.0017196635,0.000074500014,0.0000011196829,0.0000020769419,0.005679189],"genre_scores_gemma":[0.9925357,0.000021926153,0.00005826513,0.004231286,0.0008551096,0.0000024534697,0.00002078579,0.00001254096,0.0022619066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915975,0.000011967504,0.0003650987,0.000114950984,0.00014788614,0.00020031557],"domain_scores_gemma":[0.9991692,0.0000138433525,0.0002839295,0.00010986863,0.00034434794,0.00007885425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016029371,0.00010529964,0.0001589284,0.0007695094,0.00009250948,0.00013101591,0.00014212729,0.00003459386,0.00072307826],"category_scores_gemma":[0.000040375315,0.00010846759,0.000030297266,0.00054287,0.000021098604,0.000895861,0.000009570509,0.00013174288,0.000015633506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005788914,0.000015559173,0.9736084,0.000019035197,0.0000029551743,0.000012120891,0.00002440122,0.0000060655207,0.000023403483,0.0012101826,0.01999029,0.005081825],"study_design_scores_gemma":[0.000094029536,0.000003191645,0.729558,0.000074671596,0.00001996034,0.00000924879,0.00016842678,0.000009503411,0.0000010734575,0.000853911,0.26912165,0.00008633353],"about_ca_topic_score_codex":0.9752636,"about_ca_topic_score_gemma":0.9879765,"teacher_disagreement_score":0.24913135,"about_ca_system_score_codex":0.00069426344,"about_ca_system_score_gemma":0.012118039,"threshold_uncertainty_score":0.99348235},"labels":[],"label_agreement":null},{"id":"W1868127053","doi":"10.3968/j.css.1923669720090506.012","title":"Analysis on Correlation between Personal Financial Investment and Macroeconomic Development in China","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Investment (military); China; Economics; Political science; Finance","score_opus":0.008238433196857513,"score_gpt":0.21116690103023708,"score_spread":0.20292846783337956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868127053","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":[0.984147,0.000004316555,0.000005006387,0.00024107617,0.00018070926,0.00013041274,0.000005211361,0.000012689575,0.01527359],"genre_scores_gemma":[0.9979408,4.0799233e-7,0.000075184085,0.0013821321,0.00043731814,0.000009079273,0.000039216415,0.0000065031813,0.000109373694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866927,0.0000062067224,0.00023901458,0.00040051516,0.00026916008,0.00041583338],"domain_scores_gemma":[0.9996285,0.000012647376,0.00012414143,0.00009306626,0.000068356036,0.00007329944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000704525,0.00013596832,0.00020628596,0.0013143517,0.00077256456,0.0002688098,0.00019633578,0.00007697455,0.00022772787],"category_scores_gemma":[0.00014391808,0.00014683949,0.00005448954,0.0021975178,0.0002678209,0.0006276482,0.00006153196,0.00018900435,0.00008862176],"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":[0.000002423367,0.00000651651,0.98287016,0.000003865608,0.0000041709845,0.0000035693324,0.00040337967,0.0000033582903,0.00005875182,0.013377107,0.00010827107,0.0031584012],"study_design_scores_gemma":[0.00012729433,0.0000026870425,0.98455226,0.000006127057,0.000046624187,8.6620105e-8,0.00004610988,0.0017689293,0.000010617826,0.00031711766,0.012944572,0.00017758437],"about_ca_topic_score_codex":0.026325302,"about_ca_topic_score_gemma":0.23402914,"teacher_disagreement_score":0.20770384,"about_ca_system_score_codex":0.00035638196,"about_ca_system_score_gemma":0.00042828472,"threshold_uncertainty_score":0.9801585},"labels":[],"label_agreement":null},{"id":"W1880894709","doi":"10.61190/fsr.v17i1.4906","title":"Optimal asset allocation in the presence of nonfinancial assets","year":2008,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Assets under management; Portfolio; Weighted average return on assets; Fixed asset; Finance; Asset allocation; Business; Economics; Working capital; Asset (computer security); Balance sheet; Book value; Earnings; Microeconomics","score_opus":0.01823762733942483,"score_gpt":0.24951155380930293,"score_spread":0.2312739264698781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880894709","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":[0.9785976,0.01604087,0.00004182935,0.00087146444,0.0002746401,0.0010632575,0.000009928049,0.000043467844,0.0030569679],"genre_scores_gemma":[0.98426735,0.00829935,0.00039248515,0.0057899384,0.0008343175,0.00011190132,0.00021061348,0.000022545364,0.00007147397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779624,0.00006031967,0.0008039021,0.00036462926,0.0006442146,0.00033070074],"domain_scores_gemma":[0.9984482,0.000064154876,0.00062501174,0.0004974251,0.0003550258,0.000010185285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010047676,0.00025208908,0.00056954066,0.00018759337,0.00020154365,0.000045992998,0.00085752085,0.000092441485,0.00023085819],"category_scores_gemma":[0.00031316004,0.00019393934,0.00020596861,0.0019911176,0.000064065716,0.001069085,0.0001722921,0.00019005433,0.00026661018],"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":[0.00012702182,0.00082165294,0.908269,0.020689039,0.000015466318,0.00016143336,0.0008308998,0.00023672917,0.000256572,0.03005806,0.028336363,0.0101978015],"study_design_scores_gemma":[0.00026744005,0.000019383735,0.7252504,0.0026920075,0.00010994425,0.0000054175807,0.000013117058,0.00082987506,0.000016689979,0.00024147663,0.27028164,0.00027256052],"about_ca_topic_score_codex":0.001850668,"about_ca_topic_score_gemma":0.0014918103,"teacher_disagreement_score":0.24194528,"about_ca_system_score_codex":0.000024507557,"about_ca_system_score_gemma":0.00008128996,"threshold_uncertainty_score":0.79086167},"labels":[],"label_agreement":null},{"id":"W1885252649","doi":"10.1111/j.1911-3846.2010.01023_11.x","title":"Répercussions de la <i>Pension Protection Act</i> de 2006 sur la valeur boursière","year":2010,"lang":"fr","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.035120490710084225,"score_gpt":0.3129613007679128,"score_spread":0.27784081005782857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1885252649","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":[0.9282375,0.004025729,0.00007001694,0.010287576,0.0014876066,0.0012809004,0.000031974883,0.0002977191,0.05428096],"genre_scores_gemma":[0.96183026,0.00021637455,0.00051876804,0.0006850302,0.00416087,0.00012047013,0.00014966501,0.000184468,0.032134082],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99315315,0.0011404443,0.0009555088,0.0011697462,0.0017022622,0.0018788687],"domain_scores_gemma":[0.9942876,0.0015080321,0.0005598547,0.0011323642,0.0023571446,0.0001549757],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01946636,0.00061324384,0.0006622235,0.0014885686,0.0021810478,0.0032862737,0.0011807716,0.0010784374,0.0012915224],"category_scores_gemma":[0.008998218,0.00063056534,0.00041796846,0.0030756614,0.0010412374,0.0059541487,0.0011739716,0.004392776,0.0013328991],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025579872,0.0006577118,0.6755668,0.0010341365,0.000043764532,0.00033782798,0.00026776013,0.00002304829,0.072849184,0.0060545094,0.23504579,0.007863664],"study_design_scores_gemma":[0.001106892,0.00003862259,0.13536265,0.0015227933,0.00009701476,0.0000540162,0.00024338767,0.013716576,0.001101305,0.002416527,0.84363574,0.00070444203],"about_ca_topic_score_codex":0.017686555,"about_ca_topic_score_gemma":0.0008844197,"teacher_disagreement_score":0.60858995,"about_ca_system_score_codex":0.00028677433,"about_ca_system_score_gemma":0.0015428312,"threshold_uncertainty_score":0.99962145},"labels":[],"label_agreement":null},{"id":"W1886520529","doi":"10.1504/ijbaf.2015.071043","title":"Comprehensive income information: a user's perspective","year":2015,"lang":"en","type":"article","venue":"International Journal of Behavioural Accounting and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Perspective (graphical); Economics; Public economics; Positive economics; Neoclassical economics; Sociology; Computer science; Artificial intelligence","score_opus":0.02986542201213651,"score_gpt":0.2600848416433955,"score_spread":0.230219419631259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1886520529","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":[0.99667835,0.00030205792,0.0000822879,0.000914968,0.0011551912,0.00006575899,0.0000055635073,0.000020577456,0.00077521947],"genre_scores_gemma":[0.9970671,0.000043029846,0.0007293151,0.0010073814,0.001053355,0.000002148391,0.00001275015,0.000009679378,0.0000752626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842274,0.000008537192,0.0005849626,0.00012287883,0.00069577625,0.00016510897],"domain_scores_gemma":[0.9945641,0.000027518616,0.000979896,0.0000917524,0.004320541,0.000016187494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409999,0.00016149225,0.0002556307,0.00046411375,0.000096342024,0.0005295148,0.0003932539,0.000056553446,0.000030417172],"category_scores_gemma":[0.00025734273,0.00014208505,0.00011874699,0.00029489186,0.00007146469,0.0050512003,0.0001949744,0.00021994156,0.00006940597],"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":[0.00015970216,0.000051529387,0.9794753,0.000010313995,0.000027227179,0.000060518603,0.00037102698,0.00015479937,0.00002610277,0.015310531,0.0020532645,0.0022996892],"study_design_scores_gemma":[0.0018389059,0.000048049744,0.8785112,0.0002297185,0.000110541085,0.00014287767,0.0015177424,0.0018584781,0.000029711618,0.004644517,0.11073416,0.00033412047],"about_ca_topic_score_codex":0.0010003337,"about_ca_topic_score_gemma":0.000031162326,"teacher_disagreement_score":0.1086809,"about_ca_system_score_codex":0.00012784736,"about_ca_system_score_gemma":0.00005773089,"threshold_uncertainty_score":0.57940596},"labels":[],"label_agreement":null},{"id":"W1891981586","doi":"","title":"The Bankruptcy of a Promising Psychologist","year":2013,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wife; Bankruptcy; Elite; Insanity; Psychoanalysis; Psychology; Literature; Sociology; Law; Art; Political science; Politics","score_opus":0.016117730655360832,"score_gpt":0.2921902613810681,"score_spread":0.27607253072570725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891981586","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":[0.96433073,0.027885381,8.167551e-7,0.00043637058,0.00020724381,0.00023296846,0.0000013367487,0.00002150068,0.006883644],"genre_scores_gemma":[0.9976591,0.00033062426,0.00012593443,0.00070750236,0.00038014018,0.000028243418,0.000009540689,0.000008588134,0.0007503462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992328,0.000014423314,0.0002543647,0.00018811083,0.00012465441,0.00018559482],"domain_scores_gemma":[0.9994229,0.00007426928,0.00013301964,0.00020502659,0.00016019605,0.0000045954616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029232434,0.0001269967,0.00020982484,0.00012508758,0.00016553918,0.00019792568,0.00013138671,0.000042249845,0.00004100307],"category_scores_gemma":[0.0002789684,0.00007396593,0.000050557275,0.0005498227,0.00018149041,0.00045241488,0.00014094217,0.000121690595,0.000015716914],"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":[0.00015105383,0.00021438497,0.7915384,0.0015287312,0.00016752341,0.00012294117,0.040526114,0.0000038908474,0.003899885,0.06133176,0.05759875,0.042916548],"study_design_scores_gemma":[0.0022608107,0.00008441704,0.82664174,0.0024414547,0.0002228131,0.000010623534,0.026106969,0.0006506984,0.00020913527,0.028813068,0.111550234,0.0010080374],"about_ca_topic_score_codex":0.00020935743,"about_ca_topic_score_gemma":0.00018578333,"teacher_disagreement_score":0.053951487,"about_ca_system_score_codex":0.000008379863,"about_ca_system_score_gemma":0.0000026298364,"threshold_uncertainty_score":0.3016243},"labels":[],"label_agreement":null},{"id":"W1892908840","doi":"10.1111/j.1540-5982.2011.01678.x","title":"Inflation, nominal portfolios, and wealth redistribution in Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Redistribution (election); Debt; Inflation (cosmology); Bond; Monetary economics; Middle class; Pension; Macroeconomics; Finance; Market economy","score_opus":0.07031127460487079,"score_gpt":0.16119914310120914,"score_spread":0.09088786849633836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892908840","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":[0.99674153,0.00011485567,0.0000054518396,0.00042711425,0.0007192142,0.00014952658,0.000038596336,0.0000031550414,0.0018005328],"genre_scores_gemma":[0.99813545,0.00002593731,0.00011177525,0.0009828749,0.0006272841,0.0000045841275,0.00004188024,0.000025760506,0.000044482666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981815,0.000015121664,0.0009567715,0.0002710202,0.0000048457564,0.0005707052],"domain_scores_gemma":[0.9983196,0.000028851196,0.0008621086,0.00021338889,0.00026456334,0.00031146564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061159127,0.0002229309,0.00047148173,0.00093127653,0.00014232735,0.00010558054,0.00029410006,0.00009012101,0.00050066004],"category_scores_gemma":[0.0001947877,0.00027398474,0.000081920676,0.00027461883,0.00006981456,0.0011615028,0.000026860525,0.00023555868,0.000010169543],"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":[0.00004622152,0.000005136805,0.814019,0.0000348514,0.00001570337,0.00017820712,0.00017705075,0.00016160376,0.0000032429732,0.18372087,0.00093332375,0.00070477126],"study_design_scores_gemma":[0.0008260888,0.000049038234,0.88881034,0.00013229849,0.00008685629,0.0001144396,0.00061307516,0.0044539245,0.000021120271,0.08328455,0.02106922,0.0005390765],"about_ca_topic_score_codex":0.9972684,"about_ca_topic_score_gemma":0.99998516,"teacher_disagreement_score":0.10043632,"about_ca_system_score_codex":0.0027940036,"about_ca_system_score_gemma":0.0041742064,"threshold_uncertainty_score":0.9999712},"labels":[],"label_agreement":null},{"id":"W1896837906","doi":"10.1002/ace.20081","title":"Structural Barriers, Financial Exclusion, and the Possibilities of Situated Learning for Financial Education","year":2014,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Financial literacy; Situated; Phenomenon; Business; Finance; Pedagogy; Psychology; Computer science","score_opus":0.004095036236241126,"score_gpt":0.22142792632467428,"score_spread":0.21733289008843315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896837906","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":[0.9961598,0.00035006893,0.0006005345,0.00071524404,0.001068993,0.0006797294,0.0000030290942,0.00004628851,0.00037634687],"genre_scores_gemma":[0.9940523,0.000030689433,0.0006318302,0.00043392926,0.0018016845,0.00014908228,0.00012158631,0.00001587998,0.002763034],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991337,0.000024096053,0.00032190955,0.00025674744,0.00010628793,0.00015725032],"domain_scores_gemma":[0.9984197,0.00017099087,0.00031710303,0.00012429326,0.00094642624,0.000021482263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038185465,0.00014527541,0.00023070993,0.0001976217,0.00064710184,0.00016611001,0.00007832154,0.00006956242,0.000020785123],"category_scores_gemma":[0.0047720997,0.00011910655,0.00010122766,0.00029529948,0.00010000657,0.00047833606,0.000030733514,0.0000788753,9.829351e-7],"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":[0.0006908642,0.00007000177,0.12768896,0.00046887217,0.000015711323,1.1421154e-8,0.0046579004,0.000029998679,0.0011849218,0.17209627,0.017928157,0.67516834],"study_design_scores_gemma":[0.007785602,0.00020229556,0.48595148,0.0012167671,0.0011054882,0.0000042934075,0.008631872,0.037800927,0.00088420714,0.154744,0.30048355,0.0011895028],"about_ca_topic_score_codex":0.0017916592,"about_ca_topic_score_gemma":0.00055169396,"teacher_disagreement_score":0.67397887,"about_ca_system_score_codex":0.000021399683,"about_ca_system_score_gemma":0.00015825196,"threshold_uncertainty_score":0.5712994},"labels":[],"label_agreement":null},{"id":"W1897524230","doi":"10.1007/s10834-018-9601-8","title":"Measuring Aversion to Debt: An Experiment Among Student Loan Candidates","year":2018,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Calgary","funders":"Australian National University; University of Sussex; World Bank Group","keywords":"Debt; Loan; Economics; Student loan; Monetary economics; Recourse debt; Actuarial science; Finance; Debt-to-GDP ratio; Internal debt","score_opus":0.02875887492616377,"score_gpt":0.26920104591394095,"score_spread":0.24044217098777718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897524230","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":[0.9975015,0.00035026963,0.000008670281,0.00012290769,0.0005424075,0.00008483145,6.178927e-7,0.0000121177,0.0013766929],"genre_scores_gemma":[0.9970116,0.00006796318,0.00027785575,0.0005408954,0.001907193,0.0000014275682,0.000002426944,0.000013880558,0.00017676616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990084,0.000011186811,0.00044101803,0.00018703466,0.00016005887,0.00019227996],"domain_scores_gemma":[0.999326,0.0000131546285,0.0003337988,0.00014150252,0.00014311889,0.000042447482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042898,0.00014660001,0.0002960706,0.00032434685,0.00020545494,0.0003363834,0.00021401724,0.000038620274,0.00021639826],"category_scores_gemma":[0.00002529322,0.00012743937,0.000075729826,0.00007871023,0.0000491856,0.0015187429,0.00013292857,0.00006653783,0.0001758402],"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":[0.00014313804,0.00006790588,0.988952,0.000019405217,0.00003898525,0.00001319416,0.0014260007,0.00009652955,0.0032548094,0.00040891333,0.004617582,0.0009615559],"study_design_scores_gemma":[0.00069049024,0.00020707875,0.9420581,0.00018886261,0.00012237382,0.0000031106215,0.0029556975,0.0018383053,0.0029529314,0.0002950325,0.04836447,0.00032357193],"about_ca_topic_score_codex":0.0014543589,"about_ca_topic_score_gemma":0.0005751327,"teacher_disagreement_score":0.046893906,"about_ca_system_score_codex":0.00008304298,"about_ca_system_score_gemma":0.000014501861,"threshold_uncertainty_score":0.51968265},"labels":[],"label_agreement":null},{"id":"W1933475688","doi":"10.1111/caje.12069","title":"Fertility, Intra‐Generational Redistribution, and Social Security Sustainability","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Redistribution (election); Social security; Fertility; Economics; Population; Affect (linguistics); Overlapping generations model; Labour economics; Demographic economics; Population growth; Old Age Security; Birth rate; Market economy; Psychology; Demography; Sociology; Political science","score_opus":0.04412969923782685,"score_gpt":0.1772322120092576,"score_spread":0.13310251277143076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1933475688","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":[0.99433845,0.000043858843,0.00006935008,0.0041183718,0.0005924616,0.0001672283,0.000057244786,0.000008590126,0.000604433],"genre_scores_gemma":[0.99637973,0.0000027996193,0.00005959539,0.0012822429,0.0020837814,0.0000063785733,0.00010835622,0.000024272535,0.000052867308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99821514,0.000041047282,0.0008251833,0.00034976716,0.000006939621,0.00056195137],"domain_scores_gemma":[0.9979207,0.00006177987,0.00064323435,0.0002249669,0.0009091025,0.00024021823],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013803932,0.00024559832,0.00051005813,0.0005528839,0.0004967488,0.0004063162,0.00033130363,0.0001613984,0.00031420172],"category_scores_gemma":[0.0007142703,0.0002949972,0.00018994973,0.00018452674,0.00023622334,0.0011637347,0.00004884565,0.00026495097,0.0000124916305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042738713,0.000012521915,0.20874494,0.000091445836,0.000026317912,0.000013372824,0.00023857201,0.00020263267,0.0000054012166,0.7882138,0.0015260079,0.0008822355],"study_design_scores_gemma":[0.00069663697,0.000054302378,0.123327896,0.000027734219,0.00011759998,0.000025679903,0.0002805982,0.013658305,0.000021417429,0.7804576,0.08085177,0.00048044926],"about_ca_topic_score_codex":0.09395137,"about_ca_topic_score_gemma":0.9294222,"teacher_disagreement_score":0.83547086,"about_ca_system_score_codex":0.0013858574,"about_ca_system_score_gemma":0.00095331116,"threshold_uncertainty_score":0.99995023},"labels":[],"label_agreement":null},{"id":"W1940348849","doi":"10.3368/jhr.xli.4.841","title":"The Wealth of Mexican Americans","year":2006,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bayer (Canada); York University","funders":"","keywords":"Disadvantage; Mexican americans; Demographic economics; Ethnic group; National wealth; Educational attainment; Economics; Position (finance); Inequality; White (mutation); Net worth; Economic growth; Political science","score_opus":0.011718763350056447,"score_gpt":0.23748770888128987,"score_spread":0.22576894553123342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940348849","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":[0.9919172,0.0006487331,0.0000099248045,0.0008580848,0.000074392934,0.00006360288,5.789164e-7,0.000009422677,0.0064180684],"genre_scores_gemma":[0.9974807,0.00004352578,0.000025607033,0.00030139898,0.0013341185,5.44125e-7,0.000001336906,0.0000136443205,0.00079912815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853224,0.000054054235,0.0006336659,0.000068236914,0.0005134151,0.0001983822],"domain_scores_gemma":[0.99784935,0.00013949003,0.0014772022,0.00024410205,0.00028140206,0.000008462165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358714,0.000115004994,0.0002573014,0.0001762144,0.00058998563,0.000117600124,0.00063757534,0.000020556461,0.00012328787],"category_scores_gemma":[0.00006841188,0.000057347817,0.00017385844,0.0004226882,0.00027249186,0.00022024073,0.000093399045,0.00016595495,0.000014950893],"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":[0.0005401057,0.00036016517,0.83005434,0.00015624774,0.00016617267,0.000026429116,0.0017524357,0.0011325477,0.013191871,0.040195823,0.107787855,0.0046360116],"study_design_scores_gemma":[0.00058367604,0.00012796711,0.6958749,0.0001478083,0.00051962264,0.000008940878,0.0021470666,0.00031676702,0.00043270751,0.013419138,0.28619453,0.00022684038],"about_ca_topic_score_codex":0.0023615637,"about_ca_topic_score_gemma":0.0007822845,"teacher_disagreement_score":0.17840669,"about_ca_system_score_codex":0.000018131197,"about_ca_system_score_gemma":0.00001392227,"threshold_uncertainty_score":0.4537752},"labels":[],"label_agreement":null},{"id":"W1942439937","doi":"","title":"Pension Reform: How Canada can Lead the World","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lead (geology); Pension; Business; Economic policy; Economics; Natural resource economics; Finance","score_opus":0.027192266806453556,"score_gpt":0.26496683956299594,"score_spread":0.23777457275654237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1942439937","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":[0.79241645,0.00019555056,3.1771023e-7,0.017547198,0.0010304654,0.00121496,0.000027005384,0.000075710945,0.18749237],"genre_scores_gemma":[0.9788745,0.00072497636,0.00009452827,0.0022984198,0.001715189,0.000088737026,0.00031215485,0.00008027922,0.015811238],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963656,0.00010139331,0.0006817331,0.0010398823,0.00074840605,0.0010629942],"domain_scores_gemma":[0.99732506,0.00017521196,0.00048716067,0.0015606285,0.00040590603,0.000046039346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021717064,0.00047979917,0.0006851246,0.0009712384,0.00055104017,0.00087613007,0.0014064407,0.00023456177,0.000204343],"category_scores_gemma":[0.0004920774,0.00039342744,0.0002479714,0.00070833426,0.00020257411,0.00035989867,0.0018392353,0.0018907931,0.000024283994],"study_design_candidate":"not_applicable","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":[0.0005403255,0.00043452528,0.4692576,0.0014560155,0.0002562585,0.0006643508,0.00027883536,0.011415753,0.0002346789,0.014658438,0.06462927,0.43617395],"study_design_scores_gemma":[0.00059030426,0.000017348888,0.17909458,0.00061498006,0.000080428,0.0000027695176,0.0006876169,0.025103288,0.000055822737,0.0035176177,0.78911835,0.0011168813],"about_ca_topic_score_codex":0.5222622,"about_ca_topic_score_gemma":0.97525096,"teacher_disagreement_score":0.7244891,"about_ca_system_score_codex":0.0027218994,"about_ca_system_score_gemma":0.0010366519,"threshold_uncertainty_score":0.99985176},"labels":[],"label_agreement":null},{"id":"W1944038374","doi":"","title":"Control over Money and Wealth Accumulation in Canadian Families – revised version: Control over Money and the Savings Decisions of Canadian Households (with Shelley Phipps)","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Pension; Asset (computer security); Spouse; Private pension; Control (management); Inequality; Incentive; Labour economics; Position (finance); Demographic economics; Public economics; Finance; Microeconomics","score_opus":0.020460036655805616,"score_gpt":0.2602546900387431,"score_spread":0.23979465338293746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944038374","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":[0.98983383,0.0003373307,0.0000023153257,0.0010511962,0.000100097175,0.0016503413,0.0001400032,0.0000146960065,0.0068701846],"genre_scores_gemma":[0.99532837,0.0031154281,0.00006968713,0.00082446507,0.00020944097,0.00008619497,0.00014818303,0.00005948821,0.00015872146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680346,0.00016589524,0.0008902349,0.000826834,0.00040219864,0.0009113714],"domain_scores_gemma":[0.9976222,0.0007872392,0.0004490112,0.0007434724,0.00023332477,0.00016476985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029697493,0.0003994291,0.00094092696,0.003026362,0.00041021386,0.000445146,0.00047179413,0.00036219487,0.00008186329],"category_scores_gemma":[0.00095713115,0.0003388854,0.00013420085,0.0007535046,0.00046148748,0.0005006447,0.00029719403,0.00083896966,0.0000039657393],"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":[0.0005607286,0.000030083896,0.98343617,0.00013595514,0.000054987235,0.000030207284,0.00015916959,0.009769363,0.000009212886,0.001208616,0.0005376086,0.00406793],"study_design_scores_gemma":[0.0053300126,0.000018705898,0.8506111,0.00055577763,0.00009720259,9.766368e-7,0.00017234715,0.12487068,8.2190365e-7,0.00066374766,0.017281,0.00039765533],"about_ca_topic_score_codex":0.956723,"about_ca_topic_score_gemma":0.9817745,"teacher_disagreement_score":0.13282506,"about_ca_system_score_codex":0.0009162174,"about_ca_system_score_gemma":0.0010116759,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W1964894171","doi":"10.1111/j.1745-6606.2006.00060.x","title":"Gender Differences in Debt Repayment Problems after Divorce","year":2006,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Read Jones Christoffersen (Canada)","funders":"","keywords":"Alimony; Affect (linguistics); Debt; Payment; Economics; Panel Study of Income Dynamics; Welfare; Demographic economics; Marital status; Household debt; Child support; Labour economics; Psychology; Demography; Finance; Political science; Sociology","score_opus":0.01427602386710638,"score_gpt":0.20840406860680746,"score_spread":0.19412804473970108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964894171","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":[0.98971367,0.0018447436,0.000057030473,0.0002247318,0.00034549602,0.00014714431,9.453988e-7,0.00001923715,0.0076470254],"genre_scores_gemma":[0.9984998,0.00005827033,0.00026148788,0.0001979803,0.00054358435,0.0000089329615,0.000004082308,0.000019618676,0.0004062496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979885,0.000024937162,0.00089659146,0.00020548634,0.0005742499,0.0003101843],"domain_scores_gemma":[0.9987534,0.00004286949,0.0006877651,0.00018384669,0.00031437923,0.000017688937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005303975,0.00021170983,0.0004210517,0.00061082636,0.00006832827,0.00021149572,0.00024187381,0.00006741118,0.0006385188],"category_scores_gemma":[0.00006363461,0.00016414047,0.00021868614,0.00053909625,0.00006870237,0.0009934703,0.00009125716,0.00020230903,0.00009606008],"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":[0.00007537064,0.00014461589,0.9951644,0.00007248669,0.000020852274,0.00009250685,0.000058991744,0.00004362305,0.0001416682,0.0011616382,0.0026876417,0.00033619525],"study_design_scores_gemma":[0.0008532658,0.000013966063,0.97308546,0.00021663532,0.00019273146,0.000010030009,0.00018577537,0.0005604094,0.00003192961,0.0043863803,0.02018125,0.00028218105],"about_ca_topic_score_codex":0.00049865944,"about_ca_topic_score_gemma":0.0008268952,"teacher_disagreement_score":0.022078963,"about_ca_system_score_codex":0.000059927577,"about_ca_system_score_gemma":0.000041455733,"threshold_uncertainty_score":0.6991333},"labels":[],"label_agreement":null},{"id":"W1965611040","doi":"10.1111/1468-2354.t01-1-00108","title":"A welfare analysis of social security in a dynastic framework*","year":2003,"lang":"en","type":"article","venue":"International Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social security; Earnings; Altruism (biology); Welfare; Economics; Crowding out; Overlapping generations model; Social Welfare; Yield (engineering); Life expectancy; General equilibrium theory; Microeconomics; Demographic economics; Monetary economics; Psychology; Social psychology; Political science; Sociology; Finance; Population","score_opus":0.013000269241023347,"score_gpt":0.27336338004975863,"score_spread":0.2603631108087353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965611040","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":[0.91506535,0.005468822,0.0001570027,0.0042423382,0.0010425844,0.0006188531,0.000057935697,0.000051892166,0.07329519],"genre_scores_gemma":[0.9975175,0.00075793423,0.00009514839,0.0012710299,0.00014714497,0.000022734506,0.000111077505,0.000010470016,0.000066939145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869317,0.000023415001,0.00071613025,0.00026844442,0.00015959039,0.00013925262],"domain_scores_gemma":[0.9991599,0.000044412292,0.0004983453,0.00016894638,0.00012132625,0.000007079172],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005688863,0.0001375129,0.0005615158,0.0006271181,0.000042255342,0.000057597343,0.00028610355,0.000052160907,0.010163393],"category_scores_gemma":[0.0004135453,0.0001408571,0.00038318537,0.00073757506,0.000030529314,0.00043194173,0.00006768013,0.00010379321,0.00023926346],"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":[0.000009992435,0.00008182572,0.3452933,0.00047818542,0.00027366745,0.000004528043,0.00004243517,0.00020053465,0.0000013927964,0.6518185,0.00090938003,0.00088620133],"study_design_scores_gemma":[0.00047745116,0.0000055347055,0.35298198,0.0012021671,0.0021890127,0.0000010654095,0.000057039415,0.02553181,0.000002986352,0.018033637,0.59900266,0.00051461026],"about_ca_topic_score_codex":0.00043523448,"about_ca_topic_score_gemma":0.0006974903,"teacher_disagreement_score":0.6337849,"about_ca_system_score_codex":0.00013571461,"about_ca_system_score_gemma":0.000021587159,"threshold_uncertainty_score":0.99074143},"labels":[],"label_agreement":null},{"id":"W1965691872","doi":"10.5539/jms.v2n1p75","title":"Financial Literacy Key to Retirement Planning in Malaysia","year":2012,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Perception; Context (archaeology); Retirement planning; Psychology; Perspective (graphical); Multilevel model; Financial plan; Business","score_opus":0.010324658804691696,"score_gpt":0.2592126179644571,"score_spread":0.24888795915976542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965691872","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":[0.9948434,0.00051147596,0.0003247006,0.0007385114,0.00037448108,0.0004941981,5.157283e-7,0.000019265317,0.002693415],"genre_scores_gemma":[0.9965015,0.000023327055,0.0009186748,0.0011305627,0.00095205114,0.000014968371,0.000003998534,0.000018675777,0.00043620798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975393,0.000050051094,0.0009469941,0.00027355293,0.0005665569,0.0006235603],"domain_scores_gemma":[0.99857646,0.00004938395,0.00046888352,0.0002810327,0.00056599156,0.000058240817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027608161,0.00026550028,0.00047147172,0.0010939749,0.00014807684,0.0002575266,0.0003022182,0.000075745906,0.00012984152],"category_scores_gemma":[0.0005927435,0.00023737903,0.00016548223,0.0010845575,0.000046672532,0.0023093396,0.00042101066,0.00026441945,0.000019702238],"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":[0.00029515775,0.00026530726,0.9739049,0.0005265738,0.000014430679,0.00008914717,0.00075502833,0.00031687468,0.000003673629,0.013518797,0.0026329611,0.0076771164],"study_design_scores_gemma":[0.0006889261,0.00004326711,0.87444824,0.00015526128,0.00011450343,0.0000024207545,0.00088027545,0.00044904568,0.0000050588524,0.0059288996,0.117021754,0.00026236777],"about_ca_topic_score_codex":0.00009067694,"about_ca_topic_score_gemma":0.000011426721,"teacher_disagreement_score":0.11438879,"about_ca_system_score_codex":0.00029723186,"about_ca_system_score_gemma":0.00003863135,"threshold_uncertainty_score":0.9680036},"labels":[],"label_agreement":null},{"id":"W1966032822","doi":"10.4148/1944-9771.1090","title":"Researcher Profile: An Interview with Jodi Letkiewicz, Ph.D.","year":2015,"lang":"en","type":"article","venue":"Journal of Financial Therapy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Outreach; Certification; Planner; Curriculum; Medical education; Financial literacy; Psychology; Public relations; Finance; Business; Accounting; Management; Sociology; Marketing; Pedagogy; Political science; Economics; Economic growth; Computer science; Medicine","score_opus":0.10040123539346675,"score_gpt":0.30719155611104776,"score_spread":0.20679032071758102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966032822","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":[0.99364156,0.0014369687,0.00017809193,0.0011601879,0.00044726717,0.0002695771,0.000001991983,0.000034449415,0.002829902],"genre_scores_gemma":[0.9875092,0.0002771671,0.0013813069,0.004421836,0.005392044,0.000012014663,0.00001781541,0.00006979449,0.00091885397],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976356,0.00008707899,0.000670721,0.00023904671,0.0009804394,0.00038712478],"domain_scores_gemma":[0.99693215,0.00002451187,0.00081197394,0.00032512535,0.0018364119,0.000069819835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025858409,0.00025683784,0.0005282861,0.0004985611,0.00014756559,0.00032236395,0.00060179486,0.00009960175,0.0005053991],"category_scores_gemma":[0.00032250374,0.0001768965,0.00019789097,0.0010422022,0.00010057977,0.0024680863,0.0000628405,0.00040271724,0.00014116826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060394197,0.0022004899,0.43849778,0.0002777203,0.00016615533,0.00085569045,0.0019651554,0.000118512246,0.0032296556,0.015535443,0.1883287,0.34278527],"study_design_scores_gemma":[0.0036953806,0.0007553523,0.21692826,0.00038249893,0.00009122794,0.00003156543,0.00017509845,0.00029929218,0.00044533281,0.0042207693,0.772479,0.0004962276],"about_ca_topic_score_codex":0.00019309894,"about_ca_topic_score_gemma":0.000104696024,"teacher_disagreement_score":0.5841503,"about_ca_system_score_codex":0.00008750252,"about_ca_system_score_gemma":0.0003031438,"threshold_uncertainty_score":0.721363},"labels":[],"label_agreement":null},{"id":"W1969033565","doi":"10.1111/j.1745-6606.2012.01239.x","title":"Social Networks and Credit Card Overspending Among Young Adult Consumers","year":2012,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Credit card; Debt; Perception; Chargeback; Business; Sample (material); Credit card interest; Social network (sociolinguistics); ATM card; Marketing; Advertising; Psychology; Finance; Social media; Payment; Political science","score_opus":0.011165272523966147,"score_gpt":0.23032200468920197,"score_spread":0.21915673216523582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969033565","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":[0.9870504,0.002399964,0.00022373773,0.000220491,0.0016383377,0.0001432058,0.0000018289268,0.000037441223,0.0082845595],"genre_scores_gemma":[0.9964493,0.00017503974,0.00014753305,0.00022882826,0.002851958,0.0000020910895,0.000008749557,0.0000333503,0.00010315568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809813,0.000034085853,0.00065762346,0.00017020738,0.0005391058,0.0005008658],"domain_scores_gemma":[0.998161,0.00008790693,0.0010157672,0.00012603856,0.00053450395,0.00007477387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008133199,0.00025270498,0.00050097925,0.0004513481,0.00035606275,0.00028256825,0.00020272196,0.00013006023,0.00028107243],"category_scores_gemma":[0.0003222685,0.00023025858,0.0002753384,0.00044157435,0.00021772162,0.002588572,0.00013309313,0.00035004027,0.000036781184],"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":[0.000074991185,0.000039185372,0.98065186,0.0000434371,0.00010598303,0.000024989773,0.00023970292,0.000021270806,0.000035494933,0.0028530424,0.015195356,0.0007146848],"study_design_scores_gemma":[0.0019191643,0.000018413795,0.9561744,0.00017394658,0.0015864309,0.000058340116,0.0036726096,0.0036398906,0.000017428614,0.00025350388,0.03184379,0.000642105],"about_ca_topic_score_codex":0.0004424946,"about_ca_topic_score_gemma":0.00019693497,"teacher_disagreement_score":0.024477484,"about_ca_system_score_codex":0.00007911897,"about_ca_system_score_gemma":0.000028568233,"threshold_uncertainty_score":0.9389672},"labels":[],"label_agreement":null},{"id":"W1969104996","doi":"10.1111/j.1911-3846.2010.01023_3.x","title":"Equity Valuation Effects of the Pension Protection Act of 2006","year":2010,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Valuation effects; Valuation (finance); Equity (law); Capitalization; Economics; Liability; Sample (material); Business; Actuarial science; Finance","score_opus":0.07461068238542463,"score_gpt":0.3380785497777773,"score_spread":0.2634678673923527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969104996","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":[0.99139607,0.000099292054,0.000024176035,0.00036976786,0.00062694214,0.0012158714,0.0000016651015,0.000041731637,0.006224508],"genre_scores_gemma":[0.99874383,0.0000026553462,0.000050858223,0.00007546286,0.00065859786,0.00004011186,0.000019615743,0.00002747893,0.000381386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701494,0.0001274008,0.0005800992,0.0003626977,0.0015645771,0.00035031338],"domain_scores_gemma":[0.9963995,0.00027121042,0.0006694331,0.0006871033,0.0019610066,0.000011729229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058238,0.00016861538,0.0003107113,0.0006069217,0.00048268298,0.00017505042,0.00065770576,0.00015003099,0.000095059],"category_scores_gemma":[0.004996551,0.00012651496,0.000186869,0.002004234,0.0002698739,0.0015473112,0.00091290683,0.00067708746,0.000067033805],"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":[0.000108266184,0.00014665209,0.5649912,0.0009411566,0.000011738632,0.0000017344712,0.000064587606,0.0000072103467,0.42462197,0.003439391,0.0024864469,0.003179691],"study_design_scores_gemma":[0.0009492751,0.000046833262,0.897115,0.00068496977,0.000054030013,8.237892e-7,0.00006296467,0.0076000732,0.07748064,0.0073142173,0.008424326,0.00026686417],"about_ca_topic_score_codex":0.0035895028,"about_ca_topic_score_gemma":0.0002793889,"teacher_disagreement_score":0.34714133,"about_ca_system_score_codex":0.000032550506,"about_ca_system_score_gemma":0.00019034297,"threshold_uncertainty_score":0.5981699},"labels":[],"label_agreement":null},{"id":"W1969523070","doi":"10.1016/j.socec.2006.12.042","title":"Control over money and the savings decisions of Canadian households","year":2007,"lang":"en","type":"article","venue":"The Journal of Socio-Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Control (management); Business; Economics","score_opus":0.013359786042822883,"score_gpt":0.20268288078852154,"score_spread":0.18932309474569864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969523070","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":[0.99607754,0.0003136756,0.000094977906,0.0022430932,0.00019701579,0.0001206289,0.000004971819,0.0000038729677,0.0009442232],"genre_scores_gemma":[0.99580085,0.00061769556,0.00008529906,0.0027978525,0.0006090597,4.149305e-7,0.0000011386076,0.000017950068,0.00006972092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890006,0.000021751308,0.000652323,0.0000785992,0.00011730243,0.00022997978],"domain_scores_gemma":[0.99814117,0.00049377244,0.0009103966,0.00020139138,0.00021936795,0.000033898712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033515652,0.00012534451,0.000352142,0.00037440885,0.00031070152,0.00010460915,0.0003743069,0.00006603132,0.00007229032],"category_scores_gemma":[0.00027795995,0.00007522461,0.00018885042,0.00026995115,0.00024350006,0.00052943995,0.000065178,0.00019553202,0.000009839959],"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":[0.0013591937,0.00007929051,0.8816175,0.00003145695,0.0003710555,0.000014849683,0.002386082,0.0023369023,0.00026746615,0.093030944,0.013285808,0.0052194404],"study_design_scores_gemma":[0.006864563,0.000039945728,0.87742233,0.00012852893,0.0014708908,0.000026814525,0.0024367182,0.0060789,0.000045798253,0.029290957,0.07578459,0.00040998304],"about_ca_topic_score_codex":0.04300445,"about_ca_topic_score_gemma":0.030049043,"teacher_disagreement_score":0.063739985,"about_ca_system_score_codex":0.00008189827,"about_ca_system_score_gemma":0.00007632139,"threshold_uncertainty_score":0.98765004},"labels":[],"label_agreement":null},{"id":"W1969823436","doi":"10.5539/ass.v9n8p34","title":"Financial Behaviors of Female Teachers in Malaysia","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, India; Universiti Kebangsaan Malaysia","keywords":"Finance; Descriptive statistics; Financial management; Habit; Socioeconomic status; Financial analysis; Likert scale; Cash; Credit card; Dimension (graph theory); Psychology; Financial plan; Cash flow; Business; Payment; Social psychology; Statistics; Demography; Developmental psychology; Sociology","score_opus":0.010658106829516787,"score_gpt":0.24248915774015514,"score_spread":0.23183105091063835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969823436","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":[0.92986786,0.0000065837494,0.000004894619,0.00022144467,0.00013929939,0.00019180254,6.9185336e-7,0.000025857607,0.06954159],"genre_scores_gemma":[0.9989524,6.0072887e-7,0.00015464047,0.00028577287,0.00032029572,0.000019418574,0.0000040318932,0.000009034144,0.00025383756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843156,0.000009282897,0.00032092512,0.00031473476,0.00052368204,0.00039981434],"domain_scores_gemma":[0.99940413,0.000007431623,0.00022075207,0.0001543178,0.00020017149,0.00001317715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441388,0.00012609088,0.00021751084,0.00039721414,0.00026396618,0.00016493896,0.00049539434,0.00006567094,0.00059565424],"category_scores_gemma":[0.00020756474,0.0001252815,0.0000921987,0.0026130641,0.0004615539,0.0018185655,0.0001789825,0.00011598665,0.00027904558],"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":[0.0000035285916,0.000081277416,0.9489172,0.000013919033,6.527526e-7,0.000003404416,0.00094879,0.0000011949809,0.0042182025,0.01893812,0.0006569676,0.026216732],"study_design_scores_gemma":[0.00015803984,0.0000053039735,0.9956652,0.000017673701,0.000014986603,1.01403664e-7,0.0005633145,0.00010293107,0.00014092076,0.0020116894,0.0011674548,0.00015240225],"about_ca_topic_score_codex":0.002918107,"about_ca_topic_score_gemma":0.00022136926,"teacher_disagreement_score":0.06928775,"about_ca_system_score_codex":0.00007357006,"about_ca_system_score_gemma":0.0000786238,"threshold_uncertainty_score":0.6521996},"labels":[],"label_agreement":null},{"id":"W1974072702","doi":"10.1177/088636802237147","title":"Self-Directed Brokerage Accounts:A First Look at Participant Investment Behavior","year":2002,"lang":"en","type":"article","venue":"Compensation & Benefits Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographics; Tracking (education); Investment (military); Quarter (Canadian coin); Plan (archaeology); Business; Investment banking; Actuarial science; Finance; Economics; Psychology; Sociology; Political science; Politics","score_opus":0.0652340611083993,"score_gpt":0.24922883286924516,"score_spread":0.18399477176084586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974072702","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":[0.7973201,0.17558588,0.0000061927417,0.0029628396,0.0010330251,0.0045049875,0.000032197288,0.0024152526,0.016139481],"genre_scores_gemma":[0.86700946,0.07872949,0.0016707568,0.044660855,0.0016785018,0.0011784581,0.0011201309,0.00021892645,0.003733441],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970719,0.00004369454,0.0010346656,0.00063302525,0.0007076248,0.00050909433],"domain_scores_gemma":[0.99793977,0.000059217786,0.0007060328,0.00073146995,0.00050991407,0.00005360828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049179984,0.00043411582,0.0007510143,0.00024507073,0.0005270414,0.000254243,0.00038910387,0.00009104056,0.010844723],"category_scores_gemma":[0.00022241024,0.0004007781,0.00029255325,0.0011929986,0.000045369812,0.0010820188,0.00031244673,0.00014479997,0.007821424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036632835,0.0021769463,0.6408915,0.012152613,0.00019876471,0.00010105478,0.0003731012,0.00022571336,0.00012202164,0.028390825,0.29499632,0.0203345],"study_design_scores_gemma":[0.0005950753,0.000016964861,0.16454296,0.0023904622,0.0015517519,0.0000057484767,0.0000057440807,0.015291039,0.000015327154,0.00006080841,0.814854,0.0006700691],"about_ca_topic_score_codex":0.00014285938,"about_ca_topic_score_gemma":0.00048083893,"teacher_disagreement_score":0.5198577,"about_ca_system_score_codex":0.00020502084,"about_ca_system_score_gemma":0.000013723341,"threshold_uncertainty_score":0.99984443},"labels":[],"label_agreement":null},{"id":"W1976432021","doi":"10.1057/pm.2010.18","title":"Canadian pension plan administrators and legal liability","year":2010,"lang":"en","type":"article","venue":"Pensions An International Journal","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Pension; Liability; Plan (archaeology); Pension plan; Business; Limiting; Actuarial science; Investment (military); Population; Population ageing; Administration (probate law); Finance; Law; Political science; Engineering","score_opus":0.013037810729172867,"score_gpt":0.2539700730948854,"score_spread":0.24093226236571252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976432021","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":[0.99039346,0.0000082686065,0.000007513796,0.0026143054,0.0023056269,0.00008571306,0.000012927137,0.000035644494,0.0045365565],"genre_scores_gemma":[0.9939931,0.000014591339,0.0005625166,0.0023751545,0.002691047,0.0000023741802,0.00009197963,0.000021201127,0.0002480025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984113,0.000018058041,0.00040107354,0.00031954466,0.0005309055,0.00031913852],"domain_scores_gemma":[0.99850965,0.000034536737,0.00022774078,0.00024868516,0.00082069385,0.0001587226],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065098685,0.00019142265,0.00018194494,0.00064695685,0.0005978099,0.0011945188,0.00044533907,0.000100765814,0.0028451167],"category_scores_gemma":[0.0004169801,0.00017253484,0.00010807341,0.00018295362,0.00008531991,0.0022236903,0.00013538543,0.0005535739,0.0001961112],"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":[0.00006253815,0.00010813875,0.9425291,0.0000054936463,0.000020872396,0.00038046253,0.000038602204,0.0000108752165,0.0016169876,0.049272064,0.0038005293,0.0021543421],"study_design_scores_gemma":[0.00038337088,0.000022995217,0.7386808,0.000029263834,0.00004931368,0.00034947894,0.00010203123,0.0041486695,0.00004774096,0.0025922705,0.25329188,0.00030218143],"about_ca_topic_score_codex":0.054321215,"about_ca_topic_score_gemma":0.25328732,"teacher_disagreement_score":0.24949135,"about_ca_system_score_codex":0.0000627056,"about_ca_system_score_gemma":0.00023552548,"threshold_uncertainty_score":0.99984235},"labels":[],"label_agreement":null},{"id":"W1976797472","doi":"10.1016/j.joep.2005.05.005","title":"Peer crowds, work experience, and financial saving behaviour of young Canadians","year":2005,"lang":"en","type":"article","venue":"Journal of Economic Psychology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University; Mount Royal University; Royal College of Physicians and Surgeons of Canada; Athabasca University; Youth Research and Evaluation eXchange","funders":"","keywords":"Crowds; Peer effects; Work (physics); Peer group; Probit model; Ordered probit; Demographic economics; Psychology; Economics; Social psychology","score_opus":0.015613309214886562,"score_gpt":0.26741340958334253,"score_spread":0.25180010036845596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976797472","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":[0.99472666,0.00018214283,0.000024095672,0.0011875908,0.00093192636,0.000052985848,0.0000023565285,0.000005055117,0.002887218],"genre_scores_gemma":[0.9959285,0.000023286088,0.000507979,0.0013573078,0.0017127654,0.0000017513353,0.0000027139813,0.0000144868045,0.00045116615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987171,0.000010695054,0.00073273893,0.00018464314,0.000115453724,0.00023935594],"domain_scores_gemma":[0.9987936,0.000019723424,0.000797038,0.00016487912,0.00019515687,0.000029616122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965251,0.0001360001,0.00037839788,0.00047441915,0.000100476296,0.00008600398,0.00025053532,0.000094939765,0.00070768304],"category_scores_gemma":[0.000119955366,0.00013581132,0.00013083508,0.00016759266,0.00011739601,0.0007896149,0.000049039045,0.00016374716,0.000034906236],"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":[0.000073632415,0.00004286877,0.97530377,0.000006632474,0.000010451113,0.000017448983,0.00037280866,0.00008949253,0.00013592305,0.0013815202,0.020272331,0.0022931008],"study_design_scores_gemma":[0.0006980428,0.000026316302,0.9269875,0.000040971845,0.00007880094,0.000039879607,0.0001244071,0.000108190645,0.000017738028,0.000420839,0.071285084,0.00017222317],"about_ca_topic_score_codex":0.0012205931,"about_ca_topic_score_gemma":0.004058037,"teacher_disagreement_score":0.051012754,"about_ca_system_score_codex":0.00006989565,"about_ca_system_score_gemma":0.00006141334,"threshold_uncertainty_score":0.7748633},"labels":[],"label_agreement":null},{"id":"W1979421682","doi":"10.1111/j.1470-6431.2006.00521.x","title":"Quebec young adults’ use of and knowledge of credit","year":2006,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Canada Millennium Scholarship Foundation; Foundation for Economic Education","keywords":"Debt; Sample (material); Young adult; Psychology; Business; Credit card; Actuarial science; Finance; Developmental psychology","score_opus":0.026620448191056908,"score_gpt":0.27914554015562093,"score_spread":0.252525091964564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979421682","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":[0.99313784,0.005493974,0.000026338259,0.00015136928,0.0007052582,0.000045998793,0.000005994445,0.0000050198637,0.00042820882],"genre_scores_gemma":[0.99820656,0.0004239171,0.00028144242,0.000045362358,0.0006559999,0.0000010083104,0.0000047199937,0.000007839899,0.00037316195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873173,0.000011731842,0.00071977236,0.00009481112,0.0003552465,0.00008668109],"domain_scores_gemma":[0.99565387,0.00014163797,0.00097021327,0.000070309645,0.0031581009,0.0000058692153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023980704,0.000113185364,0.00034776234,0.00044981888,0.000038272607,0.000059306494,0.00017942881,0.000026553802,0.000040427414],"category_scores_gemma":[0.00041121343,0.00009222931,0.00013460095,0.00016783872,0.00017196493,0.00085435814,0.0001609677,0.0000680225,0.0000057145294],"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":[0.00017635945,0.0001249622,0.98142153,0.000089088426,0.00032384825,0.000014342918,0.00022782336,0.000016978654,0.00037548423,0.005681538,0.008711423,0.002836651],"study_design_scores_gemma":[0.0011732356,0.000021979478,0.95713156,0.00070065743,0.00036424163,0.000011150917,0.00041909554,0.00042027404,0.00038232305,0.0009929617,0.038226333,0.00015617633],"about_ca_topic_score_codex":0.005996732,"about_ca_topic_score_gemma":0.0067766462,"teacher_disagreement_score":0.02951491,"about_ca_system_score_codex":0.000029114575,"about_ca_system_score_gemma":0.000032816377,"threshold_uncertainty_score":0.90653056},"labels":[],"label_agreement":null},{"id":"W1980887867","doi":"10.1017/s0033291711002613","title":"Home foreclosure and risk of psychiatric morbidity during the recent financial crisis","year":2011,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute on Drug Abuse; National Institutes of Health; National Institute of Mental Health; University of Michigan","keywords":"Foreclosure; Financial crisis; Psychiatry; Medicine; Psychology; Financial system; Business; Economics; Finance; Keynesian economics","score_opus":0.035496690731985796,"score_gpt":0.26100149708034054,"score_spread":0.22550480634835474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980887867","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":[0.992759,0.0007410907,0.000039081748,0.0012567247,0.0006303218,0.00024793454,0.0000038052733,0.000054958928,0.004267118],"genre_scores_gemma":[0.99551094,0.0015536338,0.00027720613,0.0012845031,0.0012927315,0.00001614338,0.0000074841896,0.000013379998,0.00004397742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983844,0.0000435504,0.0005189285,0.00040958755,0.00036064707,0.00028288856],"domain_scores_gemma":[0.9988671,0.00005538908,0.00044714418,0.00040406728,0.00020066256,0.000025646474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008023273,0.0002152371,0.0004066516,0.00021932201,0.00024025555,0.000016686541,0.00031854876,0.000114410504,0.0019224427],"category_scores_gemma":[0.0006719291,0.00011809681,0.00010210692,0.0010372773,0.00025144356,0.00020242593,0.00013214392,0.00026997278,0.000043149994],"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":[0.00027963796,0.00018558196,0.9824502,0.00007401002,0.000016912738,0.000009317872,0.00014441824,5.4692094e-7,0.00006706405,0.0024281184,0.010540899,0.0038033],"study_design_scores_gemma":[0.0008681961,0.00010449791,0.9806436,0.000031018655,0.00027466187,0.000002985844,0.00008257136,0.000036813977,0.000010280618,0.0126955975,0.0051005166,0.00014927358],"about_ca_topic_score_codex":0.0008962831,"about_ca_topic_score_gemma":0.00011686734,"teacher_disagreement_score":0.010267479,"about_ca_system_score_codex":0.000010893686,"about_ca_system_score_gemma":0.0000024891442,"threshold_uncertainty_score":0.99898994},"labels":[],"label_agreement":null},{"id":"W1981869620","doi":"10.1007/s10713-007-0001-5","title":"On the role of market insurance in a dynamic model","year":2007,"lang":"en","type":"article","venue":"The Geneva Risk and Insurance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"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":"Stock market; Economics; Asset (computer security); Buffer stock scheme; Stock (firearms); Business; Monetary economics; Microeconomics; Engineering","score_opus":0.008260498802708596,"score_gpt":0.227844904632647,"score_spread":0.2195844058299384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981869620","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":[0.88080746,0.11396033,0.00003690263,0.0002581346,0.000040202533,0.0004709235,0.000009759056,0.000014480335,0.004401827],"genre_scores_gemma":[0.8708032,0.12745245,0.000040240524,0.0015388788,0.000052172414,0.000018138639,0.0000036030456,0.000014037108,0.00007729001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867743,0.000053703185,0.0005091491,0.0002322326,0.00027845975,0.00024903598],"domain_scores_gemma":[0.9988671,0.0001514512,0.0004115065,0.0004570836,0.00010445537,0.000008429585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025521307,0.0001857005,0.0003838942,0.000102820435,0.00016323593,0.00003346003,0.00033554673,0.0000372528,0.00007842165],"category_scores_gemma":[0.0002769109,0.00010230566,0.00012613037,0.00083157775,0.000092405346,0.00024408985,0.00009306709,0.00018317571,0.000039778413],"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":[0.0001293594,0.0000913403,0.8357629,0.0011828055,0.000016345915,0.0000023740954,0.000085865264,0.00026315454,0.00018212073,0.010390153,0.0007987265,0.15109485],"study_design_scores_gemma":[0.00030339815,0.000011785097,0.9100026,0.002927854,0.00010796585,0.0000012577201,0.000032877,0.047862656,0.000027125214,0.017567297,0.020889321,0.0002658978],"about_ca_topic_score_codex":0.0002959589,"about_ca_topic_score_gemma":0.00034889055,"teacher_disagreement_score":0.15082896,"about_ca_system_score_codex":0.000017763941,"about_ca_system_score_gemma":0.0000121093735,"threshold_uncertainty_score":0.4171904},"labels":[],"label_agreement":null},{"id":"W1982617578","doi":"10.1111/j.0275-1100.2005.00357.x","title":"Potential State Government Practices Impact of the New GASB Accounting Standard for Retiree Health Benefits","year":2005,"lang":"en","type":"article","venue":"Public Budgeting &amp Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Accrual; Governmental accounting; Accounting; State (computer science); Fund accounting; Government (linguistics); Business; Order (exchange); State government; Accounting information system; Financial accounting; Finance; Local government; Political science; Public administration; Earnings","score_opus":0.023624855832171006,"score_gpt":0.27877477127154404,"score_spread":0.25514991543937304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982617578","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":[0.9803261,0.0009777863,0.0013407168,0.01492963,0.00046216135,0.000891779,0.0000940143,0.00010890401,0.0008688972],"genre_scores_gemma":[0.9884047,0.00013122466,0.0067040264,0.0014102042,0.0017057395,0.00003333525,0.000054667147,0.00006789767,0.0014882229],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628544,0.000044609442,0.0009905107,0.0006204118,0.0011662219,0.00089278567],"domain_scores_gemma":[0.994424,0.0001447048,0.0040798835,0.00068397983,0.0006287878,0.00003867942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024312823,0.00038238522,0.000568118,0.00018155859,0.00070069253,0.00066055247,0.0007831918,0.00008590843,0.00015850151],"category_scores_gemma":[0.002909617,0.00029892137,0.0004811739,0.0012214858,0.00007866822,0.0024662076,0.00044298865,0.00026363978,0.00004012607],"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":[0.0005441075,0.00030882875,0.68185043,0.0005539925,0.00011286533,0.0000011173343,0.0004407426,0.007956841,0.0005653272,0.011077747,0.11051893,0.18606906],"study_design_scores_gemma":[0.0013704133,0.00006793989,0.29130155,0.00036517042,0.00010942862,0.0000024750589,0.000053169206,0.008978968,0.0001350718,0.0007531162,0.696314,0.00054873264],"about_ca_topic_score_codex":0.0020042383,"about_ca_topic_score_gemma":0.001398037,"teacher_disagreement_score":0.58579504,"about_ca_system_score_codex":0.00043620856,"about_ca_system_score_gemma":0.00042499608,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W1982896809","doi":"10.1111/j.1745-6606.2011.01221.x","title":"What Explains the Gender Gap in Financial Literacy? The Role of Household Decision Making","year":2012,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":493,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Institute on Aging","keywords":"Financial literacy; Spouse; Gender gap; Literacy; Demographic economics; Economics; Survey data collection; Psychology; Finance; Political science; Economic growth; Law","score_opus":0.025017625696229943,"score_gpt":0.2583157855795176,"score_spread":0.23329815988328767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982896809","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":[0.98663354,0.010244432,0.00009749196,0.00023173887,0.0012144388,0.00017272514,0.0000014250897,0.000009519694,0.001394684],"genre_scores_gemma":[0.99776995,0.00034402416,0.00026673646,0.00051089306,0.0010583953,0.0000039720885,0.0000014131612,0.00002417682,0.000020458838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978247,0.00006500397,0.0009174165,0.0001303386,0.00069405657,0.0003684579],"domain_scores_gemma":[0.99785614,0.00035296922,0.0010833213,0.0003332201,0.0003556704,0.00001866554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020413299,0.00020050678,0.00037563514,0.00046417263,0.00018501315,0.00034990875,0.0005370666,0.00007808103,0.0001877134],"category_scores_gemma":[0.00049440516,0.00011491832,0.0003038745,0.00079062744,0.00010148787,0.0038896024,0.00018933346,0.00035326838,0.00003340604],"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":[0.00024716504,0.00018441015,0.95822567,0.000039489052,0.000034479457,0.000015391815,0.0021322651,0.00015789617,0.00028692168,0.004850242,0.0031911004,0.03063496],"study_design_scores_gemma":[0.0011861399,0.000021836979,0.81291384,0.0010897095,0.0004802387,0.000038511444,0.00686363,0.001353792,0.00021872933,0.010468687,0.16495949,0.00040537215],"about_ca_topic_score_codex":0.000038903254,"about_ca_topic_score_gemma":0.00008581517,"teacher_disagreement_score":0.16176839,"about_ca_system_score_codex":0.000046055276,"about_ca_system_score_gemma":0.00005387769,"threshold_uncertainty_score":0.4686233},"labels":[],"label_agreement":null},{"id":"W1983171849","doi":"10.1080/13607860410001649581","title":"Measuring awareness of financial skills: reliability and validity of a new measure","year":2004,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":46,"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 Victoria","funders":"Alzheimer Society; Spencer Foundation","keywords":"Psychology; Discriminant validity; Convergent validity; Clinical psychology; Neuroticism; Cognition; Reliability (semiconductor); Cognitive skill; Psychometrics; Dementia; Internal consistency; Psychiatry; Social psychology; Medicine; Personality","score_opus":0.03576687838075181,"score_gpt":0.2749926633372165,"score_spread":0.23922578495646468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983171849","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":[0.99806726,0.000358871,0.00013988068,0.0006763282,0.0002583429,0.0003098676,0.000008577262,0.00003792379,0.00014292807],"genre_scores_gemma":[0.99812275,0.000051354582,0.00088987016,0.0005765659,0.00027819892,0.0000033707752,0.00003070894,0.000018205605,0.000028989254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813366,0.000030206975,0.0006274417,0.00036972706,0.0005219131,0.00031707788],"domain_scores_gemma":[0.99893063,0.000024897265,0.0005251923,0.000294091,0.00018560173,0.000039604656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012040645,0.00019407886,0.0004895445,0.00019919203,0.00024672825,0.000034849094,0.00017236568,0.00005353158,0.000031026593],"category_scores_gemma":[0.00023453396,0.00019097017,0.000118840086,0.00056650216,0.00008401434,0.00045827986,0.00016816948,0.000119606215,0.0000070633396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049169375,0.00024564922,0.9892731,0.0009829334,0.0000062419945,0.000001527496,0.00083115045,0.00010062188,0.00036493465,0.0015548832,0.0004142925,0.0061754975],"study_design_scores_gemma":[0.0017546122,0.00006359681,0.9861474,0.0012320469,0.000070282105,0.0000018682248,0.00014047584,0.00020842093,0.0016649992,0.0053842505,0.0030284675,0.00030360522],"about_ca_topic_score_codex":0.020590223,"about_ca_topic_score_gemma":0.0016687677,"teacher_disagreement_score":0.018921455,"about_ca_system_score_codex":0.00015730415,"about_ca_system_score_gemma":0.00030569424,"threshold_uncertainty_score":0.98593175},"labels":[],"label_agreement":null},{"id":"W1983892453","doi":"10.1080/17487871003700762","title":"Generational selfishness and social security: a time‐inconsistency problem in parametric reforms of PAYG","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Policy Reform","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Selfishness; Social security; Economics; Parametric statistics; Dynamic inconsistency; Microeconomics; Externality; Labour economics; Positive economics; Public economics; Neoclassical economics; Economic system; Social psychology; Psychology; Market economy","score_opus":0.008079553053120789,"score_gpt":0.23256508329108766,"score_spread":0.22448553023796686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983892453","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":[0.9879017,0.000024540355,8.1546955e-7,0.0010565928,0.00014615379,0.00010627386,0.000006861333,0.000006725955,0.010750352],"genre_scores_gemma":[0.9969859,0.000019442483,0.00040465133,0.00036338472,0.0020371673,0.0000032339153,0.000012429209,0.00001655501,0.00015719517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984141,0.0000086019845,0.0010119366,0.00015615672,0.00017224706,0.0002369592],"domain_scores_gemma":[0.9984097,0.000025484958,0.0012194143,0.00012352043,0.00020018508,0.00002172605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009278212,0.00016099488,0.00048820645,0.0013556347,0.000098710254,0.0001194653,0.00022443711,0.000117012474,0.00016294996],"category_scores_gemma":[0.000092544855,0.00012470353,0.00016987634,0.0004465359,0.0000846992,0.0014384286,0.00011379923,0.00027233857,0.00003242774],"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":[0.00036781223,0.00047739362,0.71419984,0.00049521244,0.00016889941,0.000033909488,0.0010335213,0.000093587376,0.0035490135,0.26775455,0.0020821095,0.009744141],"study_design_scores_gemma":[0.005653638,0.00016083187,0.76418024,0.00018341433,0.00033704826,0.00020024892,0.00039143328,0.019873008,0.00060246437,0.16767067,0.03963417,0.0011128295],"about_ca_topic_score_codex":0.0016621606,"about_ca_topic_score_gemma":0.0012395357,"teacher_disagreement_score":0.10008389,"about_ca_system_score_codex":0.00025455898,"about_ca_system_score_gemma":0.00021235882,"threshold_uncertainty_score":0.50852627},"labels":[],"label_agreement":null},{"id":"W1984160187","doi":"10.1016/j.jhealeco.2008.07.008","title":"Effect of public long-term care insurance on consumption, medical care demand, and welfare","year":2008,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Crowds; Consumption (sociology); Welfare; Public economics; Business; Health care; Long-term care; Long-term care insurance; Public health; Goods and services; Social Welfare; Actuarial science; Medical care; Demographic economics; Economics; Economic growth; Medicine; Nursing","score_opus":0.020256981260166593,"score_gpt":0.27125514516278215,"score_spread":0.25099816390261553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984160187","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":[0.9930017,0.0052965274,0.000009164728,0.0010369937,0.00037408483,0.00016843849,0.00000606505,0.000008732609,0.00009828814],"genre_scores_gemma":[0.9959502,0.0027335868,0.000028609573,0.00078652555,0.0004504426,0.0000020881891,0.000026522113,0.000017242835,0.0000047761387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983412,0.000068311594,0.0009462782,0.00017079021,0.00024091835,0.00023249554],"domain_scores_gemma":[0.998014,0.000088506145,0.0013203532,0.00016127033,0.00035532904,0.00006059322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010160903,0.00016381728,0.00062561,0.00038308575,0.0002976107,0.000052851894,0.00020222407,0.00009151038,0.00014921553],"category_scores_gemma":[0.00023207701,0.00013866191,0.00014528978,0.0001275492,0.00009568223,0.00061821664,0.000064465006,0.00021717236,0.000016689302],"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":[0.00009570364,0.000024564306,0.9837409,0.0013469367,0.000016531649,0.000019636811,0.0001742556,0.000026331538,5.0271683e-7,0.00035051414,0.00017243551,0.014031685],"study_design_scores_gemma":[0.0014461225,0.00021279701,0.9936465,0.0002894127,0.00003543419,0.00003941619,0.00007585158,0.00008965645,0.000013583309,0.000011484478,0.0040171733,0.00012258443],"about_ca_topic_score_codex":0.00008156299,"about_ca_topic_score_gemma":0.00026179512,"teacher_disagreement_score":0.013909101,"about_ca_system_score_codex":0.000141881,"about_ca_system_score_gemma":0.00015369733,"threshold_uncertainty_score":0.56544685},"labels":[],"label_agreement":null},{"id":"W1985802201","doi":"10.1111/1468-2443.00024","title":"Investing Public Pensions in the Stock Market: Implications for Risk Sharing, Capital Formation and Public Policy in the Developed and Developing World","year":2001,"lang":"en","type":"article","venue":"International Review of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Pension; Population ageing; Capital market; Economics; Public policy; Stock market; Stock (firearms); Government (linguistics); Population; Business; Developed country; Developing country; Latin Americans; Finance; Economic policy; Economic growth","score_opus":0.0612718090362981,"score_gpt":0.31536767338733634,"score_spread":0.25409586435103826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985802201","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":[0.9452686,0.005764941,0.0005628838,0.04381251,0.000053878233,0.0009621922,0.000011694646,0.000012334707,0.0035509872],"genre_scores_gemma":[0.9811116,0.012134218,0.0011462969,0.0050654295,0.00014323877,0.00022954046,0.000074821,0.000008735558,0.00008612791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880236,0.000034240387,0.00055736635,0.00021285343,0.00020587962,0.00018729908],"domain_scores_gemma":[0.9987511,0.00024033,0.00048916123,0.00018769002,0.0003257107,0.000005991944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015987711,0.00012148059,0.00018548094,0.00047025247,0.00019245122,0.0002179506,0.0004591181,0.000022620747,0.000017315082],"category_scores_gemma":[0.0031809725,0.000085457534,0.000047660542,0.0012920536,0.000052205425,0.0013021444,0.0001529893,0.00011233807,0.0000031981829],"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":[0.0000037608384,0.00002401801,0.7530221,0.00036347643,0.000003627981,6.472647e-7,0.000100204146,0.0000010786611,0.0000029735352,0.22314914,0.0012823978,0.022046609],"study_design_scores_gemma":[0.00018712388,0.0000025501947,0.8688491,0.00102811,0.000015178208,0.000006850567,0.00004586625,0.0020979724,2.5387502e-7,0.010790982,0.11687878,0.00009722589],"about_ca_topic_score_codex":0.0006479426,"about_ca_topic_score_gemma":0.0045664925,"teacher_disagreement_score":0.21235815,"about_ca_system_score_codex":0.000058895417,"about_ca_system_score_gemma":0.00006260777,"threshold_uncertainty_score":0.38081512},"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":"W1986677440","doi":"10.2139/ssrn.1522184","title":"On the Persistence of Income Shocks Over the Life Cycle: Evidence and Implications","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"University of Toronto","funders":"","keywords":"Persistence (discontinuity); Economics; Econometrics","score_opus":0.015958158656487066,"score_gpt":0.23994016504104687,"score_spread":0.2239820063845598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986677440","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":[0.9869792,0.0020612406,0.00010374009,0.00996159,0.00003923664,0.00013176184,4.2312647e-7,0.000012393656,0.0007104083],"genre_scores_gemma":[0.99609196,0.0008685421,0.000006430054,0.002571691,0.00031639086,0.0000030556298,8.6540865e-7,0.0000075598236,0.00013349892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986099,0.000028093486,0.00027607434,0.0001583801,0.00029772188,0.0006298559],"domain_scores_gemma":[0.9990501,0.00017082391,0.00032090244,0.00028011078,0.000166205,0.000011876168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014479567,0.00012299536,0.0001424144,0.0001186865,0.00054951635,0.00016802992,0.00044349607,0.00003244723,0.00009086871],"category_scores_gemma":[0.0005623944,0.000068747475,0.000116017014,0.00051352277,0.00007826906,0.00054435694,0.000062149375,0.00061267003,0.00001899591],"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":[0.000046282606,0.000052216776,0.17280164,0.000008578978,0.000037933114,4.829379e-7,0.00007914401,0.000084217114,0.0002643829,0.8219433,0.0005049187,0.0041768993],"study_design_scores_gemma":[0.00015191092,0.00005970908,0.72733897,0.00009463107,0.00015523976,0.000010477373,0.00028924443,0.0012841749,0.000005416171,0.26993242,0.0005601765,0.00011765394],"about_ca_topic_score_codex":0.0001100069,"about_ca_topic_score_gemma":0.00025051794,"teacher_disagreement_score":0.5545373,"about_ca_system_score_codex":0.00009504043,"about_ca_system_score_gemma":0.00019680549,"threshold_uncertainty_score":0.4226491},"labels":[],"label_agreement":null},{"id":"W1988177500","doi":"10.1016/s0927-5371(01)00050-1","title":"Pensions: theories of underfunding","year":2001,"lang":"en","type":"article","venue":"Labour Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":40,"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":"National Science Foundation","keywords":"Pension; Economics; Business; Private pension; Finance; Labour economics; Actuarial science","score_opus":0.015321957603097772,"score_gpt":0.21228293468296772,"score_spread":0.19696097707986995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988177500","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":[0.9840001,0.00007149956,0.00005709578,0.00025535576,0.00030044265,0.00009191542,0.0000034480129,0.00005098919,0.015169179],"genre_scores_gemma":[0.99671245,0.00013593002,0.00029048408,0.001050657,0.0005740417,0.0000036121498,0.000025617179,0.000023385239,0.001183846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991177,0.0000059483805,0.0003680237,0.00021950019,0.000067717505,0.0002211084],"domain_scores_gemma":[0.9992246,0.00005003083,0.00030851024,0.0002817048,0.00012535597,0.000009776409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028552985,0.00013981848,0.00026548514,0.00023337663,0.00014290106,0.00013243186,0.00020948538,0.000054828026,0.0011569653],"category_scores_gemma":[0.00011373331,0.00014081092,0.000106767424,0.0003441386,0.00006046439,0.00087535055,0.00014540706,0.0000655672,0.0003591429],"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":[0.00001643578,0.000017975144,0.407951,0.000019847783,0.0000068469203,0.0000018158252,0.00001776596,0.00013947069,0.000057188772,0.59140176,0.00007068096,0.00029920432],"study_design_scores_gemma":[0.0006096658,0.000012094246,0.23975684,0.00006722716,0.00011884602,0.0000030507981,0.0003973914,0.0026907702,0.00019736918,0.59182805,0.16386288,0.0004558301],"about_ca_topic_score_codex":0.0005425942,"about_ca_topic_score_gemma":0.0005259851,"teacher_disagreement_score":0.16819416,"about_ca_system_score_codex":0.0000345409,"about_ca_system_score_gemma":0.00001878198,"threshold_uncertainty_score":0.9997561},"labels":[],"label_agreement":null},{"id":"W1988230560","doi":"10.1017/s1474747206002654","title":"Private pensions and government guarantees: clues from Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pension; Private pension; Government (linguistics); Welfare; Moral hazard; Sample (material); Pension fund; Unemployment; Labour economics; Business; Economics; Actuarial science; Public economics; Demographic economics; Finance; Incentive; Economic growth","score_opus":0.006985935917650962,"score_gpt":0.18303002383777556,"score_spread":0.1760440879201246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988230560","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":[0.99753666,0.0008199814,0.00003694369,0.0007244717,0.0004293828,0.00007746143,0.00001588269,0.000004079387,0.0003551342],"genre_scores_gemma":[0.9939963,0.0026341788,0.0012503522,0.001492826,0.00052493537,5.383799e-7,0.000005570994,0.000015894593,0.0000793655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986905,0.000005234168,0.0006756031,0.00022055733,0.00017400408,0.00023414491],"domain_scores_gemma":[0.9987713,0.000107418695,0.0007722971,0.0001792906,0.0001428418,0.000026846114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047360864,0.00017549556,0.00039311804,0.000103933926,0.00025744957,0.0001292819,0.00014827031,0.000054373515,0.00004190521],"category_scores_gemma":[0.00012353386,0.00015739941,0.000079074205,0.00012493432,0.00006203061,0.00060486037,0.000170114,0.00016069302,0.00000531066],"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":[0.000318853,0.0001310733,0.9211722,0.00003918297,0.00007695078,0.0002632969,0.00013000426,0.0004471256,0.001055972,0.05894801,0.008078289,0.009339059],"study_design_scores_gemma":[0.0006290939,0.000022055272,0.7881704,0.00011397387,0.00011258481,0.000018046301,0.00016287442,0.0033313062,0.00009710017,0.0031700635,0.2039214,0.00025108465],"about_ca_topic_score_codex":0.0557893,"about_ca_topic_score_gemma":0.19732207,"teacher_disagreement_score":0.19584312,"about_ca_system_score_codex":0.000097741315,"about_ca_system_score_gemma":0.000074629825,"threshold_uncertainty_score":0.9504983},"labels":[],"label_agreement":null},{"id":"W1988844468","doi":"10.7202/050338ar","title":"Within-Cohort Earnings Inequality Among Canadian Men: 1971-1982","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Inequality; Demographic economics; Cohort; Cohort effect; Demography; Economics; Sociology; Statistics; Mathematics; Finance","score_opus":0.019156056583157617,"score_gpt":0.22511946312266545,"score_spread":0.20596340653950784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988844468","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":[0.9319913,0.00004611371,0.000052989388,0.001518781,0.00015864908,0.00030722943,0.000008511039,0.00013559208,0.065780856],"genre_scores_gemma":[0.98424304,0.0000059292447,0.00025127243,0.0006566628,0.0011456,0.00002470043,0.00028073162,0.00003359545,0.0133584635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998156,0.000027534135,0.00059745123,0.00040433757,0.00039543366,0.0004192202],"domain_scores_gemma":[0.9988276,0.000055969394,0.0003708107,0.00040872753,0.00027904272,0.000057853635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074319984,0.0002462566,0.00026351452,0.00070214394,0.0007489,0.00036797317,0.0002755199,0.00029832748,0.0018831465],"category_scores_gemma":[0.0005624309,0.00025134019,0.00011892861,0.0015072264,0.000101162,0.0021518373,0.0000965066,0.0005070722,0.0013921608],"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":[0.0000037900757,0.000025303545,0.96375984,0.000002614202,0.000021388112,0.000004664394,0.00015454889,0.0016898828,0.0000093036615,0.010401918,0.023214854,0.0007118874],"study_design_scores_gemma":[0.00021024025,0.0000035323478,0.7089453,0.0000407179,0.00013793746,5.8450286e-7,0.00025107534,0.011375508,0.000029861578,0.0002161384,0.2784824,0.00030670315],"about_ca_topic_score_codex":0.19169423,"about_ca_topic_score_gemma":0.11964483,"teacher_disagreement_score":0.25526756,"about_ca_system_score_codex":0.00021707108,"about_ca_system_score_gemma":0.00019982617,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W1990012502","doi":"10.1108/13660750410515871","title":"Managing finances for a fulfilled Canadian retirement","year":2004,"lang":"en","type":"article","venue":"Leadership in Health Services","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retirement planning; Business; Actuarial science; Economics","score_opus":0.07843676444760267,"score_gpt":0.2687715927622851,"score_spread":0.19033482831468246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990012502","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":[0.8294306,0.0060881344,0.00016671678,0.14892298,0.0021997166,0.005037986,0.000028642327,0.0005003626,0.0076248962],"genre_scores_gemma":[0.9567104,0.000056841116,0.000889306,0.041268762,0.00062352006,0.00013025684,0.00012339263,0.000037819478,0.0001597328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745935,0.000017149769,0.0006511473,0.00051297457,0.00030857683,0.0010507872],"domain_scores_gemma":[0.99909127,0.00004035638,0.0003686621,0.00030760808,0.00013374034,0.000058338344],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000931,0.0002613369,0.00038999977,0.00081608567,0.00041254086,0.00021824171,0.00041147333,0.00009248837,0.00012858424],"category_scores_gemma":[0.000030191095,0.00026998445,0.00011014497,0.0010731036,0.000034844605,0.00089357153,0.000049302525,0.00015179666,0.00015283088],"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":[0.0003043667,0.00024751356,0.81724143,0.044335082,0.000032943448,0.00006115931,0.0054781563,0.0058554476,0.000029074352,0.117550164,0.0008895401,0.007975133],"study_design_scores_gemma":[0.008663779,0.00022552756,0.542209,0.019675562,0.00015855908,0.0000028690438,0.02549596,0.033687536,0.0000794237,0.090325385,0.27693644,0.0025399402],"about_ca_topic_score_codex":0.5128887,"about_ca_topic_score_gemma":0.82378685,"teacher_disagreement_score":0.31089815,"about_ca_system_score_codex":0.0004022537,"about_ca_system_score_gemma":0.0002083442,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W1990490565","doi":"10.1177/0020872812444482","title":"Savings and family functioning since the 2008 recession: An exploratory study in Singapore","year":2012,"lang":"en","type":"article","venue":"International Social Work","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Recession; Group cohesiveness; Sample (material); Demographic economics; Exploratory research; Psychology; Family income; Social support; Economic growth; Economics; Business; Social psychology; Sociology; Social science","score_opus":0.030943342344651556,"score_gpt":0.2712712240941645,"score_spread":0.24032788174951292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990490565","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":[0.995434,0.00019392508,0.00001339806,0.0012832487,0.0009985447,0.0001588461,7.202971e-7,0.000044652097,0.0018726593],"genre_scores_gemma":[0.9953769,0.0000049434007,0.000041029667,0.0011263645,0.0031378106,0.000026640579,0.000027005864,0.000016995009,0.00024230193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885315,0.0000396186,0.0002705223,0.00020918938,0.00041858558,0.00020891508],"domain_scores_gemma":[0.9994842,0.000047157173,0.00019531796,0.00010092334,0.00016008478,0.000012359634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075428584,0.00013301065,0.00013857888,0.00016102022,0.0008007101,0.00028881084,0.00022389361,0.000051338087,0.00018871675],"category_scores_gemma":[0.00012015482,0.00010855429,0.000045527202,0.0007475543,0.00006007966,0.0018071202,0.00018760661,0.00016892806,0.00007496458],"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":[0.000047833593,0.00017837605,0.9893564,0.0000031080908,0.000010599536,0.0000030074623,0.0019202093,0.00000693027,0.000035240377,0.0028932618,0.0020938045,0.003451207],"study_design_scores_gemma":[0.0002568175,0.000005569526,0.95045274,0.000034674667,0.000028203254,1.9564246e-7,0.0035582122,0.00012345641,0.0000012787958,0.00055210444,0.044847403,0.00013931216],"about_ca_topic_score_codex":0.0002957756,"about_ca_topic_score_gemma":0.00037860835,"teacher_disagreement_score":0.0427536,"about_ca_system_score_codex":0.00007252771,"about_ca_system_score_gemma":0.000011419816,"threshold_uncertainty_score":0.6158496},"labels":[],"label_agreement":null},{"id":"W1991318904","doi":"10.1111/j.1475-5890.2012.00154.x","title":"The Displacement Effect of Public Pensions on the Accumulation of Financial Assets*","year":2012,"lang":"en","type":"article","venue":"Fiscal Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Institute on Aging","keywords":"Generosity; Pension; Economics; Liberian dollar; Incentive; Labour economics; Retirement age; Finance; Microeconomics","score_opus":0.10168607172602212,"score_gpt":0.33438535111148904,"score_spread":0.23269927938546692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991318904","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":[0.9945033,0.0012330711,0.0000068908435,0.0019462933,0.00041133192,0.00032733797,0.0000028028112,0.000016661255,0.0015523114],"genre_scores_gemma":[0.9990539,0.00009817891,0.0000060131083,0.00015776284,0.0004914644,0.00003984169,0.000011092845,0.000009217095,0.00013253711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872684,0.00007875002,0.00035101577,0.00013296463,0.0004346413,0.00027580105],"domain_scores_gemma":[0.9982239,0.00094761146,0.00034802654,0.00027341704,0.00019888014,0.0000081760245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016484725,0.00015720072,0.00028916425,0.00008170551,0.00052921294,0.000042904776,0.0002012579,0.00003553133,0.000052636555],"category_scores_gemma":[0.0028757076,0.000073899275,0.00016246233,0.0004090888,0.00014437387,0.000359469,0.00028819512,0.000087534434,0.000060016937],"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":[0.00007511453,0.0000796595,0.91665006,0.00009521526,0.00005229867,2.0926828e-7,0.00012552983,0.000011824484,0.00011192126,0.06608754,0.013553375,0.0031572848],"study_design_scores_gemma":[0.0002258958,0.000046724195,0.9657479,0.000068641915,0.00016242485,6.547966e-8,0.00009478307,0.00026270424,0.00026531998,0.00060695014,0.032420676,0.00009789518],"about_ca_topic_score_codex":0.000059048172,"about_ca_topic_score_gemma":0.00013692593,"teacher_disagreement_score":0.06548058,"about_ca_system_score_codex":0.000027482565,"about_ca_system_score_gemma":0.0000057349043,"threshold_uncertainty_score":0.40703315},"labels":[],"label_agreement":null},{"id":"W1991820473","doi":"10.1111/j.1540-5982.2006.00383.x","title":"Precautionary wealth accumulation: evidence from Canadian microdata","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Microdata (statistics); Economics; Market liquidity; Precautionary savings; Stock (firearms); Buffer stock scheme; Empirical evidence; Household income; Demographic economics; Monetary economics; Microeconomics","score_opus":0.14131822176852815,"score_gpt":0.20596437440375395,"score_spread":0.0646461526352258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991820473","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":[0.99236417,0.0007048124,0.000018935772,0.003296159,0.0015937741,0.0002671579,0.00023674722,0.000012793077,0.0015054664],"genre_scores_gemma":[0.99139035,0.00004657056,0.0005311124,0.0021632924,0.0048753815,0.000008180567,0.0003740586,0.00006119074,0.00054986414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972868,0.00003147084,0.0012169001,0.00051414256,0.000009550706,0.000941128],"domain_scores_gemma":[0.99711764,0.0001367346,0.001076047,0.00057694764,0.00052490446,0.00056773727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007891487,0.00036725643,0.00062255404,0.0017236004,0.0004822372,0.0005703178,0.0009194154,0.00021304928,0.0021725905],"category_scores_gemma":[0.00034011548,0.00045506193,0.0002770561,0.0004191799,0.00012939303,0.0029448892,0.000045068475,0.00033430752,0.0002778465],"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":[0.00007076579,0.000014552843,0.8389806,0.000054998804,0.00006352389,0.00029461132,0.00016266288,0.009160259,0.000038818227,0.12986507,0.02033655,0.0009575543],"study_design_scores_gemma":[0.000879019,0.00006206585,0.49772197,0.0006141931,0.0003046355,0.000100863064,0.00017961088,0.014178992,0.00005084888,0.16143483,0.323258,0.001214963],"about_ca_topic_score_codex":0.9907542,"about_ca_topic_score_gemma":0.9998633,"teacher_disagreement_score":0.34125867,"about_ca_system_score_codex":0.0028357485,"about_ca_system_score_gemma":0.0036942158,"threshold_uncertainty_score":0.99979013},"labels":[],"label_agreement":null},{"id":"W1991827160","doi":"10.1002/cjas.36","title":"The value of household life cycle variables in consumer expenditure research: An empirical examination","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University; University of British Columbia","funders":"","keywords":"Empirical examination; Economics; Value (mathematics); Consumer expenditure; Econometrics; Empirical research; Demographic economics; Public economics; Actuarial science; Statistics; Aggregate expenditure; Mathematics","score_opus":0.18427228832716697,"score_gpt":0.36974946332771086,"score_spread":0.1854771750005439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991827160","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":[0.9943277,0.00026875696,0.00015972069,0.0008528947,0.00036674633,0.0002136551,0.00001131633,0.0000061009905,0.003793066],"genre_scores_gemma":[0.99773157,0.00001676055,0.0014992384,0.00026042806,0.00042029534,0.000004307432,0.0000067481396,0.0000103390685,0.000050297887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966941,0.00025655897,0.0010124126,0.00041511026,0.00060544425,0.0010164132],"domain_scores_gemma":[0.99700916,0.00064519286,0.0008296538,0.0002238431,0.0009146815,0.00037746655],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.018597392,0.00020246473,0.00030767644,0.001513022,0.0023461333,0.00084674696,0.0011704598,0.00012473995,0.000073782794],"category_scores_gemma":[0.0039984374,0.00016166153,0.000098381315,0.0036551647,0.0050312,0.0025214737,0.000031537085,0.0003748304,0.0000029772098],"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":[0.00010304299,0.0001315849,0.833919,0.000085093125,0.000014501434,0.00038159124,0.0075823963,0.002102177,0.00077999645,0.15219167,0.0004974266,0.0022115505],"study_design_scores_gemma":[0.0004154756,0.001445238,0.91320705,0.0003508265,0.000053280255,0.00015210731,0.031027254,0.010354437,0.0007044126,0.037450336,0.004413573,0.00042598706],"about_ca_topic_score_codex":0.025623878,"about_ca_topic_score_gemma":0.7643112,"teacher_disagreement_score":0.7386873,"about_ca_system_score_codex":0.00061593263,"about_ca_system_score_gemma":0.0049858503,"threshold_uncertainty_score":0.9989527},"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":"W1995296208","doi":"10.1506/ap.8.2.1","title":"The Many Challenges of Pension Accounting","year":2009,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pension; Accounting; Pension plan; Liability; Current liability; Balance sheet; Financial accounting; Actuarial science; Economics; Mark-to-market accounting; Contingent liability; Financial statement; Business; Accounting information system; Finance; Debt","score_opus":0.014605339139232915,"score_gpt":0.23900322115631936,"score_spread":0.22439788201708644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995296208","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":[0.96375895,0.005352505,0.000016990101,0.0025667432,0.0003147054,0.00027943405,8.475416e-7,0.00020378898,0.02750606],"genre_scores_gemma":[0.9969871,0.0005097902,0.0002006052,0.0004936843,0.0015771185,0.000007496688,0.0000052520854,0.000035061337,0.00018388129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976069,0.000022923152,0.00057620066,0.0005666576,0.00068196177,0.00054538855],"domain_scores_gemma":[0.9975512,0.00018557912,0.00074325653,0.00059889554,0.0009089774,0.000012087066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012067948,0.0003300929,0.00040659556,0.00037624806,0.0008281416,0.00045870343,0.0006319104,0.00010434471,0.00011623802],"category_scores_gemma":[0.00096093316,0.00025112877,0.00026819925,0.0008427735,0.00016790313,0.001848538,0.0002189554,0.00024739935,0.00017292901],"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":[0.00019134143,0.00039149154,0.27966636,0.00015261695,0.000075866825,0.000017814551,0.002794787,0.00006061549,0.007874133,0.67276853,0.0035768393,0.032429576],"study_design_scores_gemma":[0.000500333,0.00003309515,0.9551929,0.00023349156,0.00016852595,0.0000032330151,0.010687112,0.001843664,0.0002784743,0.0138617605,0.016647054,0.00055031857],"about_ca_topic_score_codex":0.0003540181,"about_ca_topic_score_gemma":0.00014365367,"teacher_disagreement_score":0.67552656,"about_ca_system_score_codex":0.00006257059,"about_ca_system_score_gemma":0.000027761344,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W1996680536","doi":"10.7202/010918ar","title":"Les jeunes adultes québécois et le crédit*","year":2005,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01772656723783083,"score_gpt":0.26932008147548564,"score_spread":0.2515935142376548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996680536","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":[0.6925577,0.07694771,0.00093341124,0.042058624,0.0030504721,0.00091698795,0.00014558955,0.0005631432,0.18282638],"genre_scores_gemma":[0.95699924,0.0024624649,0.0032247372,0.003542549,0.0042550163,0.00009318024,0.0004956016,0.00008245293,0.028844768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971885,0.00008342847,0.00085405,0.0006921668,0.0005459623,0.0006358736],"domain_scores_gemma":[0.9980291,0.00018995164,0.0005228845,0.0005449237,0.0006675799,0.000045576715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004344725,0.0005005883,0.0005204853,0.00047841755,0.0011423907,0.00079710933,0.00048384396,0.00022257544,0.0015678551],"category_scores_gemma":[0.00039673716,0.00054998376,0.00037880015,0.0012736403,0.0003027222,0.00411937,0.0002245396,0.0003220101,0.0021244395],"study_design_candidate":"not_applicable","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":[0.000028734432,0.00057695707,0.32239017,0.00026290186,0.000087958324,0.0000118383405,0.0015534578,0.0028164294,0.00026041837,0.60289925,0.047886513,0.021225387],"study_design_scores_gemma":[0.0006226133,0.000021467386,0.06425381,0.00043509068,0.00030251456,0.000002050264,0.0038514396,0.01022135,0.00012430958,0.0018982374,0.91750735,0.00075977127],"about_ca_topic_score_codex":0.058107115,"about_ca_topic_score_gemma":0.17876017,"teacher_disagreement_score":0.86962086,"about_ca_system_score_codex":0.0000916346,"about_ca_system_score_gemma":0.00017742514,"threshold_uncertainty_score":0.9996952},"labels":[],"label_agreement":null},{"id":"W1996844034","doi":"10.1007/s10797-012-9224-1","title":"Capital income taxation and risk taking under prospect theory","year":2012,"lang":"en","type":"article","venue":"International Tax and Public Finance","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":"Thompson Rivers University","funders":"","keywords":"Economics; Capital (architecture); Public finance; Offset (computer science); Capital income; Public economics; Monetary economics; Prospect theory; International taxation; Microeconomics; Macroeconomics; Tax reform","score_opus":0.012248412754141298,"score_gpt":0.22691031550906496,"score_spread":0.21466190275492367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996844034","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":[0.9930787,0.0005830963,0.0005522613,0.00038763115,0.00051360915,0.000110918256,0.000011216507,0.00004191884,0.0047206166],"genre_scores_gemma":[0.99704003,0.00015383972,0.0003096659,0.0004057792,0.0011135957,0.000019128678,0.000049609553,0.000014122804,0.00089421775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990373,0.000016191942,0.00022168945,0.00022810942,0.00026230782,0.00023439013],"domain_scores_gemma":[0.9988588,0.000056399876,0.00076735957,0.00011680184,0.00018600737,0.000014597033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005546927,0.00014160764,0.00013162862,0.00023650531,0.0002122603,0.00036705026,0.00014390865,0.000053264903,0.0003262962],"category_scores_gemma":[0.0005349593,0.00012804134,0.000043178927,0.00024145331,0.000078075354,0.002477136,0.00016790481,0.0001156407,0.00007068991],"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":[0.000010661593,0.000026334668,0.6589964,0.000010073717,0.000011352938,6.1543614e-7,0.000050045113,0.0000042272554,0.000018463435,0.33815488,0.00016137578,0.0025555994],"study_design_scores_gemma":[0.00026720573,0.000004672896,0.95382386,0.000029734556,0.000027443462,0.0000030902208,0.000069921836,0.0017320592,0.000007731372,0.019430492,0.024439992,0.00016378544],"about_ca_topic_score_codex":0.00069968903,"about_ca_topic_score_gemma":0.00019310284,"teacher_disagreement_score":0.3187244,"about_ca_system_score_codex":0.000034659934,"about_ca_system_score_gemma":0.000010689786,"threshold_uncertainty_score":0.52213746},"labels":[],"label_agreement":null},{"id":"W2002956538","doi":"10.5430/wje.v2n2p41","title":"Attitude of Retiring Headmasters and Assistant Headmasters Towards Family Involvement in Pre-retirement Preparation in Ondo State, Nigeria","year":2012,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Happiness; Descriptive statistics; Psychology; Data collection; Descriptive research; Government (linguistics); State (computer science); Social psychology; Sociology; Social science","score_opus":0.021958511968792647,"score_gpt":0.28680957629258713,"score_spread":0.26485106432379446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002956538","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":[0.9968861,0.0009601394,0.000042683005,0.00031197345,0.0007462952,0.000312216,7.7231664e-7,0.0000053037415,0.0007345577],"genre_scores_gemma":[0.9982719,0.00006863661,0.00073467504,0.00034048222,0.00032477675,0.000013959213,0.00001521472,0.000015857438,0.0002145135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979467,0.000054896544,0.0010981102,0.00017216818,0.00045656975,0.00027157704],"domain_scores_gemma":[0.9985261,0.000028265335,0.00097549334,0.00016450156,0.00027152922,0.000034088076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014946971,0.00017551736,0.00035879886,0.0012635575,0.000047118232,0.000098954435,0.00013681965,0.000033042914,0.00006488418],"category_scores_gemma":[0.000091618705,0.00016780687,0.00007607273,0.0008642565,0.000039476647,0.0017553745,0.00006992137,0.00015108513,0.0000034698774],"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":[0.0002499189,0.0004474466,0.98860335,0.00020356217,0.000013668371,0.0000010262539,0.0022582132,0.00020999883,0.004310577,0.00026766915,0.0006537203,0.0027808733],"study_design_scores_gemma":[0.00059689605,0.00004269909,0.99331737,0.0007773918,0.000039974573,7.423623e-7,0.00087449397,0.00019713235,0.00038274415,0.00021321957,0.0033963034,0.00016101694],"about_ca_topic_score_codex":0.00092760316,"about_ca_topic_score_gemma":0.0031565533,"teacher_disagreement_score":0.0047140596,"about_ca_system_score_codex":0.00032297714,"about_ca_system_score_gemma":0.00014682396,"threshold_uncertainty_score":0.68429655},"labels":[],"label_agreement":null},{"id":"W2003366714","doi":"10.7202/1024886ar","title":"Le Régime de rentes du Québec : le rendement différencié selon l’année de prise de la retraite de 1968 jusqu’en 2056","year":2014,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.008339549594445017,"score_gpt":0.20316454931930822,"score_spread":0.1948249997248632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003366714","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":[0.9665205,0.0016756726,0.0032656274,0.017136721,0.00034839002,0.00047115452,0.000019412115,0.00024656832,0.010315979],"genre_scores_gemma":[0.9765005,0.0004874982,0.0042053214,0.0056449464,0.0025269792,0.000112198366,0.0001248511,0.0001551198,0.010242581],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955329,0.000734916,0.001110663,0.00093440386,0.0002180511,0.0014690806],"domain_scores_gemma":[0.9969855,0.0009100848,0.00081477733,0.00083323044,0.00026330614,0.00019309709],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047628405,0.00072231045,0.0008710312,0.00041791718,0.0006021367,0.00087917753,0.00087286887,0.0006140404,0.00087224704],"category_scores_gemma":[0.0022903746,0.0008345659,0.0005324051,0.0004888306,0.0003381104,0.0015001601,0.0005152463,0.00066594576,0.0003612842],"study_design_candidate":"observational","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":[0.00019174763,0.00074169633,0.8110946,0.0008624927,0.00020638366,0.000054898494,0.003376904,0.00071976153,0.003413128,0.14168529,0.030513337,0.0071397587],"study_design_scores_gemma":[0.0013893172,0.00005935043,0.19708912,0.0005384293,0.0005467616,0.000021963539,0.00036480516,0.036506422,0.001765725,0.012922701,0.7478322,0.0009632034],"about_ca_topic_score_codex":0.19872767,"about_ca_topic_score_gemma":0.04838714,"teacher_disagreement_score":0.7173189,"about_ca_system_score_codex":0.0012485584,"about_ca_system_score_gemma":0.001963746,"threshold_uncertainty_score":0.9994105},"labels":[],"label_agreement":null},{"id":"W2006754402","doi":"10.5539/res.v4n2p148","title":"Assessing the Governance and Transparency of National Public Pension Funds","year":2012,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Corporate governance; Pension; Business; Accounting; Pension fund; Work (physics); Finance; Public economics; Economics; Political science","score_opus":0.11513721394719473,"score_gpt":0.34006828413100915,"score_spread":0.22493107018381442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006754402","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36465755,0.5772973,0.000015751537,0.0017765166,0.00023571544,0.00027246494,0.000004212761,0.00002179977,0.055718716],"genre_scores_gemma":[0.9379434,0.060658373,0.00009984904,0.00085513503,0.00033834463,0.0000022141794,0.0000073792457,0.0000109788425,0.00008432062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986685,0.000081757236,0.0005606144,0.00012973658,0.00042282534,0.00013655509],"domain_scores_gemma":[0.99844164,0.00009088891,0.0006857503,0.0001658047,0.00060980505,0.000006139278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002511721,0.00011860631,0.00036653318,0.0000477383,0.0001428543,0.00004207481,0.0001522316,0.000007682624,0.00007009697],"category_scores_gemma":[0.0010837605,0.00007223218,0.00010938919,0.00042185796,0.00011618236,0.001182993,0.00017085797,0.00005244639,0.000028677052],"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":[0.0000038801536,0.00012167436,0.8879439,0.014240156,0.00009912909,0.0000014226223,0.00021743758,8.1022597e-7,0.00022752947,0.058837216,0.02061705,0.017689768],"study_design_scores_gemma":[0.00009380341,0.0000041473613,0.8363391,0.0038364083,0.00017000713,7.174108e-7,0.00009836746,0.000019250348,0.000005970618,0.00008189009,0.1592481,0.00010221385],"about_ca_topic_score_codex":0.000009769633,"about_ca_topic_score_gemma":0.000004001138,"teacher_disagreement_score":0.5732859,"about_ca_system_score_codex":0.000010903309,"about_ca_system_score_gemma":0.0000079028205,"threshold_uncertainty_score":0.2945543},"labels":[],"label_agreement":null},{"id":"W2008166976","doi":"10.2139/ssrn.1669844","title":"Pension Plan Risk-Taking: Does It Matter If the Sponsor is Publicly-Traded?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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","funders":"","keywords":"Plan (archaeology); Pension; Business; Actuarial science; Pension plan; Finance; Geography","score_opus":0.008631222507343845,"score_gpt":0.21971341488789994,"score_spread":0.2110821923805561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008166976","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":[0.9836992,0.00013383864,0.000083179,0.012019132,0.00086731144,0.00020546121,0.0000031996112,0.00006178599,0.0029268728],"genre_scores_gemma":[0.9881548,0.00023782169,0.000056037847,0.0048985,0.0032487547,0.0000074023046,0.00001901678,0.000056823195,0.0033207978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620175,0.000056738892,0.00056109816,0.0004221403,0.0006766206,0.0020816277],"domain_scores_gemma":[0.99762976,0.00008868135,0.0014181717,0.00053979835,0.000291625,0.00003196391],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032731814,0.00034046525,0.00031029977,0.0004151715,0.0011414975,0.0010373614,0.0008436741,0.0001479781,0.004549035],"category_scores_gemma":[0.00046492403,0.00019853574,0.0003298885,0.0006665199,0.00010168737,0.0014687806,0.00018440264,0.0031315847,0.0014286097],"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":[0.000106121246,0.000083828505,0.9420766,0.000014798242,0.000080270875,0.000009110609,0.00016639108,0.0000068368454,0.00093657547,0.0405432,0.01384913,0.0021271126],"study_design_scores_gemma":[0.001261129,0.000051198724,0.56814873,0.000066442284,0.000654977,0.000212566,0.0020761555,0.0019799138,0.00018991572,0.109093785,0.31537494,0.00089024665],"about_ca_topic_score_codex":0.0012710035,"about_ca_topic_score_gemma":0.008392938,"teacher_disagreement_score":0.3739279,"about_ca_system_score_codex":0.00014579605,"about_ca_system_score_gemma":0.0002934379,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W2012612315","doi":"10.1111/0008-4085.00035","title":"Risk sharing in a federation with population mobility and long horizons","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Welfare economics; Political science; Commit; Population; Reputation; Geography; Economics; Demography; Sociology; Computer science","score_opus":0.04414092747721988,"score_gpt":0.1686632386615112,"score_spread":0.12452231118429133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012612315","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":[0.9987961,0.000069626585,0.0000071675627,0.00025873503,0.00014893831,0.00020804099,0.0000125074885,0.0000056292747,0.00049322355],"genre_scores_gemma":[0.99884737,0.000040124327,0.00013237182,0.00025830325,0.0005334994,0.0000070705064,0.000032326236,0.000028164595,0.00012080122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986038,0.000016168346,0.0006485986,0.0003234451,0.000004367947,0.00040359094],"domain_scores_gemma":[0.99895996,0.00003211678,0.0004926279,0.00021809636,0.00012411404,0.00017311353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068030995,0.00019765718,0.00039743347,0.00076511217,0.000246835,0.00041829332,0.00019759296,0.00009298709,0.00050135166],"category_scores_gemma":[0.000106853535,0.00021906778,0.000080372265,0.00023256724,0.00005646269,0.0016932086,0.000013270642,0.00023317791,0.0000139833255],"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":[0.000067046865,0.0000082651,0.9685855,0.000022499793,0.00001557134,0.000047716112,0.00013952004,0.007894557,9.549915e-7,0.018707424,0.000021897205,0.004489047],"study_design_scores_gemma":[0.000683559,0.00006319409,0.9464485,0.00013093943,0.00007827616,0.000042876374,0.000098839984,0.021243948,0.0000025257455,0.029203096,0.0016719176,0.0003323024],"about_ca_topic_score_codex":0.5701241,"about_ca_topic_score_gemma":0.9968359,"teacher_disagreement_score":0.42671177,"about_ca_system_score_codex":0.0007797696,"about_ca_system_score_gemma":0.0002230378,"threshold_uncertainty_score":0.8933325},"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":"W2014360393","doi":"10.1016/j.red.2013.07.002","title":"A dynamic model of altruistically-motivated transfers","year":2013,"lang":"en","type":"article","venue":"Review of Economic Dynamics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"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 e Innovación","keywords":"Economics; Mathematical economics; Econometrics","score_opus":0.01041945107710737,"score_gpt":0.22537152241038308,"score_spread":0.2149520713332757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014360393","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":[0.9674485,0.0029535568,0.0037766993,0.0008058399,0.0002714944,0.0014169052,0.00007651952,0.000080601734,0.023169888],"genre_scores_gemma":[0.9915725,0.0054459283,0.0015365682,0.0008526103,0.00004363622,0.000025973062,0.0002436831,0.000038249775,0.00024086061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983214,0.000011338612,0.0010221407,0.00028193864,0.00013024292,0.00023295119],"domain_scores_gemma":[0.9987937,0.000041460906,0.0005070043,0.00040507177,0.00023500476,0.00001770839],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034395486,0.00021663692,0.0007613726,0.00020282688,0.000036860347,0.00003162169,0.00035083783,0.00006410761,0.0009856],"category_scores_gemma":[0.00012655059,0.00020577309,0.00031764564,0.00024400407,0.00009455635,0.0005667443,0.00007776592,0.00008676302,0.00032651058],"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":[0.00007641116,0.00065408496,0.12248629,0.07761461,0.00035126953,0.0000035681044,0.00005961334,0.01482472,0.0020210375,0.71826136,0.0059447014,0.057702355],"study_design_scores_gemma":[0.00021487854,0.000010677042,0.0045646536,0.0020068653,0.00023537094,3.170951e-7,0.00000791945,0.9879271,0.00000415167,0.0044705416,0.00034351708,0.00021404693],"about_ca_topic_score_codex":0.00044436593,"about_ca_topic_score_gemma":0.00020761309,"teacher_disagreement_score":0.97310233,"about_ca_system_score_codex":0.00012169463,"about_ca_system_score_gemma":0.000054727527,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W2015154548","doi":"10.3905/jwm.2009.11.4.089","title":"A Different Perspective on Retirement Income Sustainability: <i>The Blueprint for a Ruin Contingent Life Annuity (RCLA)</i>","year":2009,"lang":"en","type":"article","venue":"The journal of wealth management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Annuity; Blueprint; Life annuity; Economics; Perspective (graphical); Sustainability; Actuarial science; Business; Finance; Pension; Engineering; Mathematics","score_opus":0.012967825292497532,"score_gpt":0.270147934165629,"score_spread":0.2571801088731315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015154548","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":[0.9400363,0.00074132485,0.0033210274,0.045643847,0.0010495647,0.004860443,0.000006970136,0.00009588254,0.004244646],"genre_scores_gemma":[0.9850235,0.00014351925,0.00014090989,0.012772913,0.0013245282,0.000062039326,0.00000571089,0.000033817272,0.00049308647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960778,0.0001404013,0.0013422931,0.00046110147,0.0012443481,0.0007340584],"domain_scores_gemma":[0.99566406,0.00020463631,0.0017199431,0.0008348677,0.0014996029,0.00007690913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039257,0.000461132,0.00067713665,0.0004977742,0.0007914004,0.00027532363,0.001116469,0.00007049815,0.00007874865],"category_scores_gemma":[0.0003281746,0.00027675673,0.0005377833,0.00071698043,0.00012542392,0.0003903061,0.00036845545,0.0004398689,0.000029068682],"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":[0.009883397,0.0054285466,0.16152926,0.0026862323,0.0011788285,0.0001890216,0.004954883,0.004981066,0.00011391935,0.6724927,0.091473415,0.04508878],"study_design_scores_gemma":[0.0054610716,0.0012457002,0.6785329,0.0006587488,0.0020687387,0.000006007881,0.012595845,0.006383257,0.000037453046,0.09864917,0.1933897,0.0009713821],"about_ca_topic_score_codex":0.00034972758,"about_ca_topic_score_gemma":0.00028159667,"teacher_disagreement_score":0.5738435,"about_ca_system_score_codex":0.0010628741,"about_ca_system_score_gemma":0.00008608697,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W2016164463","doi":"10.5539/ass.v10n8p174","title":"How Fiscally Tolerable Is Thailand’s Social Security Pension Fund to Early Retirement Decisions?","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social security; Pension; Fiscal sustainability; Retirement age; Workforce; Population; Tolerability; Business; Government (linguistics); Economics; Finance; Actuarial science; Economic growth; Medicine; Environmental health","score_opus":0.026452760240950474,"score_gpt":0.26227508955866163,"score_spread":0.23582232931771116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016164463","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":[0.8360926,0.000009616783,0.00032466752,0.011663061,0.00059200573,0.00042178127,0.0000058495407,0.00013473403,0.15075567],"genre_scores_gemma":[0.9916404,0.0000015461566,0.00030849988,0.0049131354,0.0020278357,0.00001153831,0.000011401253,0.000023476281,0.0010622039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963061,0.00003541328,0.0003678584,0.00082806416,0.0016584155,0.00080414565],"domain_scores_gemma":[0.99865276,0.00003755374,0.00028907438,0.00034216006,0.0006052357,0.00007323428],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015097491,0.00028791063,0.00038995914,0.00038763817,0.002557889,0.0018714988,0.0008935539,0.00012239964,0.0003094053],"category_scores_gemma":[0.0005393497,0.00026958119,0.00020780548,0.0026279981,0.00032532468,0.0020677685,0.0006253182,0.00019859122,0.00053511513],"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":[0.0002835972,0.00048444813,0.3553415,0.00010739007,0.000030378942,0.000029212531,0.013421542,0.0000017715362,0.010534713,0.21650678,0.18835132,0.21490736],"study_design_scores_gemma":[0.00045603394,0.000043996184,0.8260854,0.000056803914,0.00006770977,3.6480697e-7,0.00071122276,0.00046089318,0.00023589899,0.010742158,0.16054712,0.00059241726],"about_ca_topic_score_codex":0.00055606023,"about_ca_topic_score_gemma":0.00032950012,"teacher_disagreement_score":0.4707439,"about_ca_system_score_codex":0.0001513966,"about_ca_system_score_gemma":0.00007017273,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W2016838485","doi":"10.1515/1935-1690.2035","title":"How Much Did the 2009 Australian Fiscal Stimulus Boost Demand? Evidence from Household-Reported Spending Effects","year":2012,"lang":"en","type":"article","venue":"The B E Journal of Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Marginal propensity to consume; Payment; Consumer spending; Quarter (Canadian coin); Stimulus (psychology); Consumer Expenditure Survey; Aggregate demand; Monetary economics; Demographic economics; Aggregate expenditure; Public economics; Macroeconomics; Finance; Monetary policy; Recession; Geography","score_opus":0.03992060924738146,"score_gpt":0.2477431733266041,"score_spread":0.20782256407922262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016838485","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":[0.99388343,0.0011297711,0.00014422221,0.0032716282,0.0011687303,0.00024095608,0.0000058404044,0.000023499355,0.00013189446],"genre_scores_gemma":[0.9943605,0.00018533229,0.0001889462,0.0007994625,0.003968058,0.0000024848687,0.0000075511416,0.000038248916,0.0004494168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982102,0.00008183761,0.00072804606,0.00017159941,0.0003160549,0.00049228355],"domain_scores_gemma":[0.99715143,0.00054906844,0.0016435018,0.00048945704,0.0001174385,0.000049109687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002425243,0.00028079352,0.00045561476,0.0001782784,0.00040083713,0.0006328482,0.00084280514,0.000083146144,0.00018082507],"category_scores_gemma":[0.0005222242,0.00017011628,0.00029018268,0.0002501185,0.00011984634,0.0027380302,0.00025949578,0.00041428025,0.00012006442],"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":[0.00027244064,0.00008784058,0.9748923,0.000057107787,0.00018788781,0.000035398396,0.00033837743,0.00086728996,0.0028607605,0.0003917052,0.018637635,0.0013712359],"study_design_scores_gemma":[0.00086994463,0.000037463207,0.96333003,0.00035834784,0.0016541147,0.00006673639,0.0004088349,0.0021815195,0.002192197,0.0016635278,0.026795646,0.0004416599],"about_ca_topic_score_codex":0.0004591729,"about_ca_topic_score_gemma":0.00013277725,"teacher_disagreement_score":0.011562313,"about_ca_system_score_codex":0.00011692277,"about_ca_system_score_gemma":0.000025456691,"threshold_uncertainty_score":0.6937141},"labels":[],"label_agreement":null},{"id":"W2017551946","doi":"10.1007/s10888-013-9261-8","title":"Inheritances and the distribution of wealth or whatever happened to the great inheritance boom?","year":2013,"lang":"en","type":"article","venue":"The Journal of Economic Inequality","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":180,"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":"Fell; Inheritance (genetic algorithm); Quarter (Canadian coin); Economics; Boom; Demographic economics; Distribution (mathematics); Net worth; Transfer (computing); National wealth; Consumption (sociology); Pace; Percentage point; Value (mathematics); Point (geometry); Labour economics; Demography; Geography; Statistics; Mathematics; Macroeconomics; Finance","score_opus":0.02495511217776627,"score_gpt":0.2504184330237702,"score_spread":0.22546332084600393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017551946","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":[0.9905708,0.0003430771,0.0001509014,0.008103489,0.00025473163,0.0003270002,0.000006628716,0.000005209085,0.00023820826],"genre_scores_gemma":[0.99736786,0.00017951483,0.000035101628,0.0016850722,0.0005722936,0.0000066983416,0.0000040453465,0.000008485662,0.00014094892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986096,0.00013186809,0.0008097418,0.00010711029,0.00016382133,0.00017788443],"domain_scores_gemma":[0.99783033,0.00024831836,0.0013593863,0.00030274622,0.00024392777,0.000015264402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035004125,0.00013649304,0.00037810567,0.000045987053,0.00025121577,0.00018480043,0.00046745822,0.000033125667,0.00035572555],"category_scores_gemma":[0.0003328075,0.0000580961,0.00010583425,0.0001878386,0.00017517484,0.0010598155,0.00015390427,0.00014405306,0.00006380131],"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":[0.0064423634,0.00016972725,0.8358532,0.00041520136,0.00032521927,0.000004237763,0.0032024775,0.0018203476,0.00041000944,0.07876188,0.05775799,0.014837319],"study_design_scores_gemma":[0.002282165,0.00009850834,0.9338695,0.00022883163,0.0003730383,0.000012850201,0.0018468264,0.0052118013,0.00016053962,0.022486435,0.033108555,0.0003209522],"about_ca_topic_score_codex":0.0022593474,"about_ca_topic_score_gemma":0.0011979975,"teacher_disagreement_score":0.09801627,"about_ca_system_score_codex":0.000062578234,"about_ca_system_score_gemma":0.000038519636,"threshold_uncertainty_score":0.38949454},"labels":[],"label_agreement":null},{"id":"W2018032293","doi":"10.1080/00036840600905167","title":"Aggregate consumption function and public social security: the first time-series study for a developing country, Turkey","year":2008,"lang":"en","type":"article","venue":"Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Economics; Consumption (sociology); Consumption function; Series (stratigraphy); Aggregate (composite); Time series; Function (biology); Econometrics; Social security; Macroeconomics; Public economics; Development economics; Production (economics); Market economy; Sociology; Statistics; Social science; Mathematics","score_opus":0.022582328071138736,"score_gpt":0.20137183003209255,"score_spread":0.1787895019609538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018032293","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":[0.99768376,0.000033048582,0.000075070624,0.00064039277,0.00015396929,0.0007384617,0.0000059305166,0.00007199783,0.0005973778],"genre_scores_gemma":[0.9975658,0.000050172974,0.0000773179,0.0011927101,0.00074960577,0.00014805343,0.00012224792,0.000026705338,0.00006738384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990674,0.0000043810032,0.00030645297,0.00030806425,0.00007514954,0.00023854832],"domain_scores_gemma":[0.9994307,0.000042907777,0.00028907543,0.00014573277,0.00008402446,0.000007568054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031758178,0.0001774355,0.00023974384,0.00011919509,0.0012341861,0.00034731443,0.00013416442,0.00006509305,0.000052212676],"category_scores_gemma":[0.00002470638,0.00016116949,0.000051089664,0.00016116178,0.00010954101,0.0007415812,0.00013585252,0.00007265882,0.00014372634],"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":[0.00041458145,0.00015620237,0.81680304,0.00017444084,0.0001515532,0.0000011929319,0.0010392417,0.000048648108,0.000022153736,0.17162898,0.008264205,0.0012957909],"study_design_scores_gemma":[0.0032553482,0.000043096603,0.5981588,0.000019267793,0.000465849,0.0000047493418,0.0012446379,0.009283031,0.000021337844,0.026111817,0.36044982,0.0009422846],"about_ca_topic_score_codex":0.00011894159,"about_ca_topic_score_gemma":0.0010639406,"teacher_disagreement_score":0.3521856,"about_ca_system_score_codex":0.00006462871,"about_ca_system_score_gemma":0.00002845643,"threshold_uncertainty_score":0.9492487},"labels":[],"label_agreement":null},{"id":"W2018588995","doi":"10.1177/103530460501600108","title":"Growing Household Indebtedness and the Plummeting Saving Rate in Canada: An Explanatory Note","year":2005,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Phenomenon; Debt; Government (linguistics); Macroeconomics; Household debt; Monetary economics; Development economics; Keynesian economics","score_opus":0.014763664124563296,"score_gpt":0.21350626714223947,"score_spread":0.19874260301767618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018588995","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":[0.97366244,0.021591043,0.0000051575357,0.003495708,0.00007525021,0.00030168262,0.000003262328,0.000016395481,0.0008490604],"genre_scores_gemma":[0.9886116,0.0040888907,0.000029176941,0.006756388,0.00026334546,0.000022099746,0.000012063137,0.000015412465,0.00020101537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990518,0.00007805689,0.00043448288,0.00020208932,0.00006305225,0.00017051306],"domain_scores_gemma":[0.9993297,0.00016563882,0.00024896604,0.0002205523,0.000022501452,0.000012635825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016252098,0.00013381592,0.00029488717,0.00008034011,0.0003782077,0.00012422953,0.00016153516,0.00002614474,0.00019174749],"category_scores_gemma":[0.00011180651,0.00008785549,0.00003871611,0.00020348348,0.000060174618,0.0010837611,0.00009957218,0.00017006508,0.000035803463],"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":[0.00004518197,0.000022082266,0.6575386,0.0010104334,0.00005560855,0.000008224297,0.0006585256,0.009397495,0.00001076605,0.2718959,0.0037627353,0.05559448],"study_design_scores_gemma":[0.0012571324,0.0000023718012,0.6415549,0.0015537704,0.00037439252,0.0000048059555,0.00046948047,0.067853324,0.0000011784325,0.0016814433,0.28477544,0.00047175447],"about_ca_topic_score_codex":0.2986152,"about_ca_topic_score_gemma":0.5536475,"teacher_disagreement_score":0.28101268,"about_ca_system_score_codex":0.0001949217,"about_ca_system_score_gemma":0.00012846134,"threshold_uncertainty_score":0.7060554},"labels":[],"label_agreement":null},{"id":"W2018992809","doi":"10.1016/s0304-3932(01)00066-6","title":"Precautionary saving and portfolio allocation: DP by GMM","year":2001,"lang":"en","type":"article","venue":"Journal of Monetary Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Queen's University; McMaster University","funders":"","keywords":"Economics; Portfolio; Consumption (sociology); Econometrics; Portfolio allocation; Parametric statistics; Portfolio optimization; Generalized method of moments; Constant (computer programming); Replicating portfolio; Microeconomics; Financial economics; Computer science; Panel data; Mathematics; Statistics","score_opus":0.009434180932383778,"score_gpt":0.18816968131377407,"score_spread":0.1787355003813903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018992809","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":[0.9950251,0.0014069773,0.00005144616,0.0010255135,0.00028276423,0.000065536224,0.0000017861033,0.000011885588,0.0021289748],"genre_scores_gemma":[0.9948543,0.0014736352,0.0005630471,0.0013338808,0.0012078356,9.965364e-7,0.000040586685,0.000017460661,0.00050828763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989632,0.000007472555,0.000606722,0.00015688168,0.00010696676,0.00015879446],"domain_scores_gemma":[0.9989701,0.000027326012,0.0007031648,0.00013622014,0.0001389213,0.000024261928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041833296,0.00013749566,0.00026937932,0.00026202208,0.00012177454,0.00014730434,0.00016619693,0.000055907873,0.0004071043],"category_scores_gemma":[0.000039804665,0.00013745994,0.000111459136,0.00015747658,0.000035758985,0.0019144176,0.00007208933,0.00012629827,0.000042885596],"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":[0.00008866562,0.00007424102,0.9591063,0.000024233126,0.000051741783,0.000029109124,0.000028068409,0.0013239661,0.0001725123,0.0010124426,0.03254059,0.005548095],"study_design_scores_gemma":[0.0008361156,0.000040413543,0.6770774,0.00007331001,0.00027549957,0.000114845134,0.00010056205,0.023069203,0.000024649751,0.0045628846,0.29346094,0.00036419704],"about_ca_topic_score_codex":0.00013231814,"about_ca_topic_score_gemma":0.00006353664,"teacher_disagreement_score":0.28202894,"about_ca_system_score_codex":0.00004861661,"about_ca_system_score_gemma":0.000024723737,"threshold_uncertainty_score":0.5605454},"labels":[],"label_agreement":null},{"id":"W2019542762","doi":"10.5430/bmr.v4n1p25","title":"Managing Pension Funds in Ghana: An Overview","year":2014,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Assertion; Intuition; Business; Government (linguistics); Everyday life; Economics; Finance; Law; Computer science","score_opus":0.0887048326586103,"score_gpt":0.34070851335981256,"score_spread":0.25200368070120227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019542762","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":[0.95073533,0.0010325618,0.00023939868,0.002220592,0.0002743777,0.0009433953,7.6850955e-7,0.00015289935,0.044400666],"genre_scores_gemma":[0.99427587,0.0015964282,0.0004574362,0.0010147581,0.0006076239,0.000081712766,0.00008113606,0.000051026203,0.0018340091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996957,0.00009488795,0.00042934535,0.0007901201,0.0009548273,0.000773843],"domain_scores_gemma":[0.9986683,0.000054795753,0.00011443023,0.00064360315,0.00048372356,0.00003512727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032870215,0.00027617204,0.00037735634,0.0019145068,0.00046791835,0.0007763981,0.0004701949,0.00007936777,0.00027762994],"category_scores_gemma":[0.00012629908,0.00025568678,0.000057989964,0.0034124514,0.0001236694,0.0017498425,0.001096773,0.00023558753,0.0002618013],"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":[0.00017162315,0.00044560953,0.25622523,0.0035341643,0.000024850562,0.00016223316,0.000090013644,0.00012681194,0.00014719262,0.6005476,0.0048253364,0.13369931],"study_design_scores_gemma":[0.0012219532,0.000027444303,0.78456825,0.0005962524,0.00007223083,0.0000014125428,0.00047344092,0.030311016,0.0000075918556,0.018429903,0.16374353,0.0005469617],"about_ca_topic_score_codex":0.005138034,"about_ca_topic_score_gemma":0.0027480556,"teacher_disagreement_score":0.58211774,"about_ca_system_score_codex":0.000059534275,"about_ca_system_score_gemma":0.000010870567,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W2020874459","doi":"","title":"Direct Preference Wealth in Aggregate Household Portfolios","year":2005,"lang":"en","type":"preprint","venue":"IRIS","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Economics; Marginal utility; Portfolio; Consumption (sociology); Econometrics; Preference; Expected utility hypothesis; Aggregate (composite); Risk aversion (psychology); Revealed preference; Microeconomics; Multivariate statistics; Financial economics; Mathematics","score_opus":0.04712142354041849,"score_gpt":0.2509022325179166,"score_spread":0.20378080897749812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020874459","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":[0.959757,0.00078479154,0.000015193998,0.00033823814,0.0007502055,0.0006822078,0.000032569147,0.0003356522,0.037304174],"genre_scores_gemma":[0.9924654,0.0005370136,0.00036962592,0.0014548108,0.0022557683,0.000090558715,0.00031522932,0.00008931005,0.0024223102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687755,0.000031033505,0.00086982135,0.000990914,0.00061023445,0.0006204563],"domain_scores_gemma":[0.99787134,0.000034720008,0.00091269147,0.00096815324,0.00018506045,0.000028036024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066910073,0.0005454235,0.0008121495,0.0010672495,0.00012221311,0.00044341214,0.0007679338,0.00034838275,0.00086311874],"category_scores_gemma":[0.0001889938,0.0005477719,0.0002939444,0.0008991978,0.000057073918,0.0006872915,0.00125438,0.00068612135,0.0008344897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008228177,0.0003091058,0.94615304,0.00082335615,0.000043442535,0.00013801969,0.00014459385,0.0033239964,0.00007425957,0.00090289995,0.03895942,0.00904558],"study_design_scores_gemma":[0.00072729995,0.0000103918,0.645115,0.001563951,0.00032166525,0.0000011495814,0.000025745363,0.006824123,0.00010828472,0.002449643,0.34148058,0.0013721656],"about_ca_topic_score_codex":0.008952303,"about_ca_topic_score_gemma":0.0027935551,"teacher_disagreement_score":0.30252117,"about_ca_system_score_codex":0.00017598609,"about_ca_system_score_gemma":0.00011208674,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W2021265906","doi":"10.3138/cpp.2013-009","title":"Canadian Retirement Incomes: How Much Do Financial Market Returns Matter?","year":2014,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Society of Actuaries","keywords":"Financial crisis; Stock market; Financial market; Population; Pension; Economics; Boom; Baby boom; Order (exchange); Labour economics; Finance; Demographic economics; Business","score_opus":0.009204529837853713,"score_gpt":0.19888034140982,"score_spread":0.18967581157196628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021265906","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":[0.53835386,0.000112275695,0.000020466226,0.13939932,0.0013533534,0.0008644693,0.000185481,0.00021538472,0.31949538],"genre_scores_gemma":[0.94387174,0.0000067811097,0.00007155212,0.04422344,0.004523714,0.000054964916,0.0002899628,0.00008738479,0.00687045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613637,0.00006499676,0.000503307,0.0007659679,0.0005460136,0.00198334],"domain_scores_gemma":[0.99744195,0.000037482972,0.0002964056,0.0010406226,0.0004954903,0.000688052],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009782248,0.00051942526,0.00052485504,0.0042127217,0.0009281725,0.001818532,0.0010748366,0.00029153455,0.005258217],"category_scores_gemma":[0.0017143682,0.00055657054,0.00024635837,0.002802805,0.00012754646,0.0016314173,0.00017316296,0.00034320823,0.0019071763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046837677,0.000013047837,0.427128,0.00006675327,0.000013548816,0.000028437697,0.00005599488,5.898888e-7,0.0000069578855,0.07942081,0.48994094,0.0033202304],"study_design_scores_gemma":[0.0003114205,0.000008455275,0.22675624,0.000042528605,0.000039221824,0.0000028922157,0.000049666214,0.0010563318,0.0000018834858,0.0034229138,0.7677672,0.00054125686],"about_ca_topic_score_codex":0.9637312,"about_ca_topic_score_gemma":0.99362093,"teacher_disagreement_score":0.40551788,"about_ca_system_score_codex":0.002119733,"about_ca_system_score_gemma":0.0037292894,"threshold_uncertainty_score":0.99968857},"labels":[],"label_agreement":null},{"id":"W2022057709","doi":"10.1016/j.socec.2011.08.005","title":"Urban Aboriginal use of fringe financial institutions: Survey evidence from Prince George, British Columbia","year":2011,"lang":"en","type":"article","venue":"The Journal of Socio-Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"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 Northern British Columbia","funders":"","keywords":"George (robot); Geography; History; Art history","score_opus":0.07775560161180732,"score_gpt":0.2457793771688807,"score_spread":0.16802377555707337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022057709","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":[0.99852425,0.0004010945,0.00011738556,0.00004558791,0.0005747493,0.00013612893,0.00004461951,0.000012022026,0.0001441563],"genre_scores_gemma":[0.9957946,0.0019022399,0.00068424316,0.0003397976,0.00090741576,0.0000018601398,0.000014458409,0.000020953674,0.00033440924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984245,0.00006478193,0.0009201554,0.00017377127,0.00017746713,0.00023936585],"domain_scores_gemma":[0.9971757,0.00024720895,0.0015912318,0.00030201423,0.00065849983,0.000025328402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016387694,0.00014702666,0.00044986035,0.00010411877,0.00032643654,0.00037304423,0.00063853443,0.00009682713,0.00037120547],"category_scores_gemma":[0.000714711,0.00016905782,0.00021035258,0.0002732799,0.0002555623,0.0029539787,0.00014208155,0.00027454938,0.00003598316],"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":[0.00012455371,0.000085937434,0.9919957,0.00002392231,0.000038069375,0.000007725999,0.0003121927,0.000102934064,0.000021127087,0.0005775715,0.0063234577,0.0003868443],"study_design_scores_gemma":[0.00033127234,0.000022900322,0.9798461,0.00026035585,0.00024669425,0.0000047745425,0.00006175801,0.00028562662,0.000015382819,0.0014166661,0.017319363,0.00018909802],"about_ca_topic_score_codex":0.16572943,"about_ca_topic_score_gemma":0.06967173,"teacher_disagreement_score":0.0960577,"about_ca_system_score_codex":0.000120034725,"about_ca_system_score_gemma":0.00029617915,"threshold_uncertainty_score":0.9473043},"labels":[],"label_agreement":null},{"id":"W2022216215","doi":"10.1016/j.childyouth.2010.03.016","title":"The Child Trust Fund in the UK: How might opening rates by parents be increased?","year":2010,"lang":"en","type":"article","venue":"Children and Youth Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"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":"Economic and Social Research Council; Institute for Public Policy and Social Research","keywords":"Endowment; Quarter (Canadian coin); Trust fund; Investment (military); Work (physics); Government (linguistics); Economics; Public economics; Finance; Political science; Public relations; Politics; Law","score_opus":0.011543724226043824,"score_gpt":0.23392651544375778,"score_spread":0.22238279121771395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022216215","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":[0.921561,0.07273995,1.8460432e-7,0.0031813246,0.00013366625,0.0007522397,0.000034208726,0.00002720001,0.0015702249],"genre_scores_gemma":[0.96937627,0.013694586,0.000010886547,0.015119019,0.00046177293,0.000028567942,0.0012034936,0.000022571703,0.00008285082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984775,0.000058014994,0.00039453155,0.0003878882,0.00034004162,0.00034199926],"domain_scores_gemma":[0.9989626,0.000055160974,0.0003572383,0.0005103387,0.00009155217,0.000023142762],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011028574,0.00029986614,0.00040026032,0.00007849957,0.0007346395,0.0010428984,0.0008406154,0.00006658954,0.00015412184],"category_scores_gemma":[0.00006433436,0.00016175845,0.00012797111,0.0007299764,0.00007340951,0.0007056902,0.00024653747,0.00034193293,0.00003795274],"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":[0.000009875863,0.00003778172,0.99336433,0.0005201329,0.00001985489,0.0000012893757,0.00025915517,8.117594e-8,0.000009210527,0.00060505205,0.0029133575,0.002259903],"study_design_scores_gemma":[0.00058420846,0.00000818924,0.834919,0.0021393625,0.0005353056,0.0000050735616,0.00050887105,0.00013695954,0.000007654093,0.000077969205,0.16065049,0.00042692712],"about_ca_topic_score_codex":0.0032386407,"about_ca_topic_score_gemma":0.0036234946,"teacher_disagreement_score":0.15844533,"about_ca_system_score_codex":0.00000532929,"about_ca_system_score_gemma":0.000007897979,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2026834641","doi":"10.5539/ass.v6n6p54","title":"Predictors of Financial Dependency in Old Age in Peninsular Malaysia: An Ethnicity Comparison","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnic group; Independence (probability theory); Government (linguistics); Perspective (graphical); Dependency (UML); Intervention (counseling); Financial independence; Dependency ratio; Finance; Psychology; Political science; Demography; Business; Sociology","score_opus":0.013891269184784033,"score_gpt":0.2664165033746105,"score_spread":0.2525252341898264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026834641","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":[0.97865397,0.00000604451,0.0000076568585,0.00008991662,0.00039997112,0.00020663782,0.0000019813244,0.00003103359,0.020602807],"genre_scores_gemma":[0.9990506,9.0384526e-7,0.00017740132,0.0001550173,0.00054666575,0.00000863003,0.000011817224,0.0000107719725,0.00003817213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775463,0.000024714178,0.0005320769,0.00046937275,0.0007448054,0.00047442116],"domain_scores_gemma":[0.99923354,0.000015174194,0.00031187767,0.00024784205,0.00016546159,0.000026074344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014483467,0.00016816254,0.00036572598,0.0006001565,0.00025144478,0.00013915905,0.0007789865,0.00014564743,0.00014030833],"category_scores_gemma":[0.0005317342,0.00017450063,0.000083225685,0.0033088329,0.00052005035,0.0019073386,0.00023700086,0.0004194306,0.000027454063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016850317,0.00017708009,0.96548784,0.000017893146,5.8883e-7,0.000019195164,0.00094340165,0.0000044442772,0.008033278,0.021292895,0.000046074787,0.0039604744],"study_design_scores_gemma":[0.00031042963,0.000012615271,0.9953759,0.00001937884,0.000014373742,1.8008856e-7,0.00021506961,0.00096982875,0.00024787086,0.002203928,0.00044639828,0.00018403411],"about_ca_topic_score_codex":0.0036563135,"about_ca_topic_score_gemma":0.018174151,"teacher_disagreement_score":0.02988807,"about_ca_system_score_codex":0.00006154036,"about_ca_system_score_gemma":0.00011932494,"threshold_uncertainty_score":0.9997416},"labels":[],"label_agreement":null},{"id":"W2027130752","doi":"10.5539/ijef.v1n2p170","title":"Socio-Economic Status and Parental Savings for Higher Education among Malaysian Bumiputera Families","year":2009,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Incentive; Government (linguistics); Family income; Higher education; Finance; Business; Economic growth; Psychology; Economics; Sociology; Demography","score_opus":0.008142703948135262,"score_gpt":0.22618144916194652,"score_spread":0.21803874521381125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027130752","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":[0.9968465,0.0003362139,0.000009927048,0.0012244928,0.0009711006,0.00007115704,0.00000984917,0.0000034153122,0.00052732456],"genre_scores_gemma":[0.9951581,0.0014701559,0.00058326946,0.001048721,0.0014386134,0.0000028789018,0.000023674958,0.000008626114,0.00026595505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929535,0.0000021807678,0.0003837379,0.00015108673,0.000045523026,0.00012210885],"domain_scores_gemma":[0.9991842,0.00001996766,0.0005667983,0.000055435612,0.00016146679,0.000012122376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013111545,0.00011059493,0.00018619162,0.00021602781,0.000072140574,0.00030660102,0.00014481468,0.00003887612,0.000029049635],"category_scores_gemma":[0.000013008297,0.000112790505,0.000086124135,0.000026428297,0.000044359273,0.0012548178,0.000040178675,0.000059109985,0.0000044531157],"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":[0.00014267658,0.000083870764,0.73192227,0.000014500231,0.000044873803,0.0000024025248,0.00010652533,0.00071105163,0.000029969726,0.22744484,0.0019801073,0.037516892],"study_design_scores_gemma":[0.0005906544,0.000031653348,0.8493846,0.00005679239,0.00003684439,0.000004451338,0.00006133556,0.006293537,0.000011022533,0.027906032,0.115467094,0.00015595349],"about_ca_topic_score_codex":0.0001370825,"about_ca_topic_score_gemma":0.00003750374,"teacher_disagreement_score":0.19953881,"about_ca_system_score_codex":0.00008512058,"about_ca_system_score_gemma":0.000043347693,"threshold_uncertainty_score":0.45994633},"labels":[],"label_agreement":null},{"id":"W2028144045","doi":"10.1257/mac.6.3.29","title":"The Impact of Medical and Nursing Home Expenses on Savings","year":2014,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Medical expenses; Medicaid; Earnings; Welfare; Social security; Demographic economics; Business; Precautionary savings; Nursing homes; Actuarial science; Labour economics; Economics; Nursing; Finance; Medicine; Health care; Economic growth","score_opus":0.006666719541747685,"score_gpt":0.2635896830925599,"score_spread":0.25692296355081223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028144045","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":[0.99589914,0.000085761596,0.0000303424,0.0012278096,0.00034260922,0.0000701296,0.0000023888342,0.000015857617,0.0023259323],"genre_scores_gemma":[0.9973697,0.0004446957,0.000069547226,0.00076831336,0.0012769866,0.000002180196,0.0000031430218,0.000032407133,0.00003303584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998569,0.000028480177,0.00065860956,0.00024766495,0.00013351085,0.00036274537],"domain_scores_gemma":[0.99822086,0.00028219822,0.0011204634,0.00026306766,0.000053773903,0.000059653383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011205389,0.00021892712,0.00047898974,0.00024924823,0.00036942866,0.0004805209,0.00047550647,0.000045768138,0.0002971097],"category_scores_gemma":[0.00018138622,0.00016262438,0.000252246,0.00009164841,0.0005846836,0.0005501096,0.000110651505,0.00025216027,0.0001347702],"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":[0.00028429323,0.00008131082,0.7385249,0.000014436318,0.00012392663,0.000006517301,0.00015779205,0.00096463447,0.00004829658,0.032205034,0.00684188,0.22074695],"study_design_scores_gemma":[0.0018090867,0.00039029546,0.85348105,0.00028252162,0.00016596349,0.00016227156,0.0011217259,0.090350896,0.000041170046,0.0243619,0.026960587,0.0008725301],"about_ca_topic_score_codex":0.0015812083,"about_ca_topic_score_gemma":0.0001430426,"teacher_disagreement_score":0.21987443,"about_ca_system_score_codex":0.00024436472,"about_ca_system_score_gemma":0.00008810449,"threshold_uncertainty_score":0.66316295},"labels":[],"label_agreement":null},{"id":"W2029372219","doi":"10.1111/0019-8676.00187","title":"What Do Employees Know About Their Pension Plan?","year":2000,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":48,"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; Memorial University of Newfoundland","funders":"","keywords":"Pension plan; Pension; Plan (archaeology); Actuarial science; Business; Survey data collection; Labour economics; Economics; Finance","score_opus":0.028038017129093214,"score_gpt":0.22796449964356252,"score_spread":0.19992648251446932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029372219","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":[0.99322355,0.0014667496,0.0000149596135,0.0007304928,0.00044178587,0.00012983609,0.000002252919,0.000014965356,0.003975391],"genre_scores_gemma":[0.993487,0.0019248377,0.00015672877,0.0006591882,0.0027569144,0.0000025235033,0.00001697013,0.00001581356,0.0009800405],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988692,0.000021577653,0.00063029653,0.0001661773,0.00013118463,0.00018160007],"domain_scores_gemma":[0.998985,0.00012394616,0.000505093,0.00013203353,0.00022479461,0.000029148405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000681595,0.00016028208,0.000316993,0.00012843078,0.0004157098,0.0007472918,0.00014574725,0.00020098491,0.0024283098],"category_scores_gemma":[0.000077337376,0.00013235907,0.00033080112,0.00030832246,0.00007696997,0.003755986,0.00004441925,0.00038870447,0.0000860928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028046826,0.00032208618,0.74130756,0.00003525449,0.00032863283,0.000018505729,0.002651258,0.0014254953,0.00003936158,0.011539259,0.10339246,0.13865966],"study_design_scores_gemma":[0.0021056854,0.00005813924,0.030945387,0.0005234773,0.00028169272,0.000013965401,0.0019022847,0.0020116786,0.000013175284,0.006080502,0.9557368,0.0003271743],"about_ca_topic_score_codex":0.000044252407,"about_ca_topic_score_gemma":0.000012349284,"teacher_disagreement_score":0.8523444,"about_ca_system_score_codex":0.000045445522,"about_ca_system_score_gemma":0.000066376815,"threshold_uncertainty_score":0.9984836},"labels":[],"label_agreement":null},{"id":"W2030091852","doi":"10.1111/j.1468-246x.2007.00303.x","title":"Designing a social security pension system","year":2008,"lang":"en","type":"article","venue":"International Social Security Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Actua; University of Waterloo","funders":"","keywords":"Social security; Pension; Poverty; Sustainability; Pension system; Public economics; Business; Economics; Economic growth; Finance; Market economy","score_opus":0.029025193623792325,"score_gpt":0.2694210122675323,"score_spread":0.24039581864373996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030091852","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":[0.83794737,0.02232854,0.00028287558,0.011767961,0.004391892,0.0027649964,0.00008127898,0.001418126,0.11901697],"genre_scores_gemma":[0.9891922,0.001507183,0.000072479714,0.003817913,0.004931708,0.000049584716,0.00025098812,0.00003760067,0.000140365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972919,0.00007358747,0.00074873626,0.00047265677,0.0010514585,0.00036164638],"domain_scores_gemma":[0.998321,0.000039976156,0.00064312964,0.00015515678,0.00081860006,0.000022163556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00078242685,0.00031278413,0.00063682016,0.0001853478,0.0011644642,0.00016298088,0.00054068054,0.00014060012,0.0010154485],"category_scores_gemma":[0.00026002806,0.00031621873,0.00053604605,0.0007183271,0.00011359077,0.0010458068,0.00031464675,0.00029109517,0.0009785909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002136571,0.00089497573,0.1612291,0.012895749,0.00036159577,0.0005579465,0.003523195,0.0000027884173,0.0004630791,0.39989153,0.4147234,0.0052429996],"study_design_scores_gemma":[0.0011535808,0.000014603321,0.034190435,0.0035908718,0.0006246225,0.0000430786,0.00026665835,0.0017920753,0.00004170121,0.006195158,0.9508604,0.0012268425],"about_ca_topic_score_codex":0.00081724726,"about_ca_topic_score_gemma":0.0001040155,"teacher_disagreement_score":0.536137,"about_ca_system_score_codex":0.0002645358,"about_ca_system_score_gemma":0.000049739945,"threshold_uncertainty_score":0.999929},"labels":[],"label_agreement":null},{"id":"W2032779391","doi":"10.2139/ssrn.1032627","title":"Portfolio Choice With Puts: Evidence from Variable Annuities","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Portfolio; Economics; Actuarial science; Variable (mathematics); Financial economics; Econometrics; Mathematics","score_opus":0.00980411133010465,"score_gpt":0.22211584505701754,"score_spread":0.2123117337269129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032779391","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":[0.9817508,0.0047124405,0.008058582,0.00039171005,0.00040689655,0.00018368167,0.0000018218502,0.00011892302,0.0043751495],"genre_scores_gemma":[0.9902443,0.0004021481,0.0006008315,0.0008909156,0.0037308428,0.0000035743815,0.000025944235,0.000047235135,0.004054175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962846,0.000015966245,0.000494154,0.00035269398,0.000671278,0.0021812834],"domain_scores_gemma":[0.9985692,0.00013194059,0.00051609933,0.00029371734,0.00045925472,0.000029804009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026781291,0.00027585778,0.00031390792,0.00040341518,0.00043885096,0.0004576545,0.00048361777,0.00008534077,0.0006871316],"category_scores_gemma":[0.00025622136,0.00022415868,0.00011829512,0.00088979944,0.00006135047,0.0028820713,0.00010030617,0.0010587663,0.00022756151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031499765,0.00010200377,0.91626126,0.000034755547,0.0001731994,0.000049155413,0.00010769847,0.000114436705,0.00062883185,0.077175766,0.002499334,0.0025385492],"study_design_scores_gemma":[0.0032716596,0.00039438624,0.40687087,0.0015426053,0.0018597305,0.00016334967,0.004441078,0.0015335211,0.00030720868,0.33661512,0.24067992,0.0023205434],"about_ca_topic_score_codex":0.007988372,"about_ca_topic_score_gemma":0.01078902,"teacher_disagreement_score":0.5093904,"about_ca_system_score_codex":0.00046828008,"about_ca_system_score_gemma":0.00058528717,"threshold_uncertainty_score":0.99861753},"labels":[],"label_agreement":null},{"id":"W2033448561","doi":"10.7202/602245ar","title":"Faut-il s’inquiéter pour nos revenus de retraite?","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; Political science; Humanities; Philosophy","score_opus":0.02752559899217699,"score_gpt":0.24377781101736978,"score_spread":0.2162522120251928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033448561","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":[0.9498532,0.0025838015,0.00039004337,0.025044823,0.0015432277,0.0006514343,0.00004647617,0.00023926992,0.019647744],"genre_scores_gemma":[0.9105644,0.00031242438,0.0023935896,0.03198919,0.006005841,0.00002779351,0.00016069495,0.00009832134,0.048447706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962491,0.00013696586,0.0011978513,0.0009574732,0.0002135183,0.0012451109],"domain_scores_gemma":[0.997629,0.00020356021,0.00076427934,0.00089064223,0.0004029752,0.00010958454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013948105,0.0007181571,0.00091247534,0.0004929774,0.0003367634,0.0008966512,0.00072293566,0.00058788515,0.005522334],"category_scores_gemma":[0.0008641036,0.0008046009,0.0006216997,0.0007606272,0.00015983752,0.0025860716,0.00021363299,0.00059885037,0.0042951154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044498546,0.0012804114,0.24829374,0.0010870226,0.00021765254,0.00042784013,0.0016000583,0.00019330524,0.0041182004,0.40936327,0.24228655,0.09068697],"study_design_scores_gemma":[0.0011451914,0.00007584019,0.16587247,0.0006706421,0.0004804829,0.000017669947,0.00011411197,0.0044043553,0.0006231477,0.04794096,0.77750677,0.0011483618],"about_ca_topic_score_codex":0.0026478155,"about_ca_topic_score_gemma":0.00046518282,"teacher_disagreement_score":0.5352202,"about_ca_system_score_codex":0.00042762683,"about_ca_system_score_gemma":0.00021985572,"threshold_uncertainty_score":0.9994405},"labels":[],"label_agreement":null},{"id":"W203838963","doi":"","title":"OSS Spending Trends in Education","year":2008,"lang":"en","type":"article","venue":"The open source business resource","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":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics","score_opus":0.026126991810462734,"score_gpt":0.2575884408632572,"score_spread":0.23146144905279448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203838963","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":[0.9286174,0.00026425763,0.00010537632,0.0008935908,0.00031490374,0.0004525072,0.0000015127146,0.00014277501,0.069207646],"genre_scores_gemma":[0.9685242,0.0000142908575,0.0001143881,0.0025826162,0.0015579067,0.000072509036,0.00019433386,0.000090469286,0.026849268],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974106,0.00005675779,0.00065855135,0.00067599537,0.0006036885,0.000594393],"domain_scores_gemma":[0.99825937,0.000068383735,0.0004962755,0.00087000063,0.00027808585,0.000027866563],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007409364,0.00039848074,0.00049412454,0.0010536226,0.0008816959,0.00078417076,0.0016201495,0.0001253839,0.0013831243],"category_scores_gemma":[0.00011198339,0.0003270123,0.00015239551,0.005313279,0.00018112514,0.0015564588,0.0010286544,0.0002324738,0.00075690734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018822371,0.00043146513,0.9015761,0.000073630705,0.000017214148,0.000043552434,0.00076579564,0.0014363844,0.00016265083,0.0019667195,0.041671235,0.05166702],"study_design_scores_gemma":[0.00041705454,0.0000026685923,0.4456654,0.00008059348,0.00004222746,0.000013116764,0.00028768688,0.0017362911,0.0000048430898,0.00013129614,0.5513108,0.00030805648],"about_ca_topic_score_codex":0.009045272,"about_ca_topic_score_gemma":0.0016571269,"teacher_disagreement_score":0.50963956,"about_ca_system_score_codex":0.00013261814,"about_ca_system_score_gemma":0.00007355637,"threshold_uncertainty_score":0.9999182},"labels":[],"label_agreement":null},{"id":"W2038661001","doi":"10.1300/j074v19n03_08","title":"The Gender Wealth Gap: Structural and Material Constraints and Implications for Later Life","year":2007,"lang":"en","type":"article","venue":"Journal of Women & Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"National wealth; Inequality; Differential (mechanical device); Demographic economics; Net worth; Vulnerability (computing); Economics; Health and Retirement Study; Social security; Debt; Survey data collection; Labour economics; Sociology; Demography; Finance","score_opus":0.019205500371496726,"score_gpt":0.26968995374664556,"score_spread":0.25048445337514885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038661001","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":[0.99831706,0.00011097449,0.00014556256,0.00088791945,0.00025404667,0.000108208566,0.000002608006,0.0000074225586,0.00016616605],"genre_scores_gemma":[0.99759585,0.00002785996,0.00039880013,0.0008179775,0.0011166786,0.000002062823,0.0000029956143,0.000010692745,0.000027115051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906605,0.0000069305906,0.0004058595,0.00010071393,0.00012282687,0.00029758504],"domain_scores_gemma":[0.9991837,0.00008080601,0.00043134487,0.00007701025,0.00019033052,0.000036808695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012709376,0.00009554967,0.00017328025,0.00014876087,0.0003940028,0.00036739078,0.00009894496,0.000025567379,0.000048221955],"category_scores_gemma":[0.00011557632,0.0000638758,0.000044294084,0.00011443427,0.00008440383,0.0005060026,0.00006077634,0.00007568575,0.0000011974082],"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":[0.00018451267,0.000011628076,0.9677892,0.000117055715,0.00006671512,0.000004989676,0.0008442991,0.000004423398,0.003139399,0.014474137,0.0008672374,0.012496405],"study_design_scores_gemma":[0.0006781803,0.000015226554,0.97505367,0.000028729924,0.00007854834,0.000023922918,0.000618081,0.00018890556,0.000041664698,0.012159985,0.010988315,0.00012479947],"about_ca_topic_score_codex":0.000013917379,"about_ca_topic_score_gemma":0.000013110099,"teacher_disagreement_score":0.012371606,"about_ca_system_score_codex":0.000048253594,"about_ca_system_score_gemma":0.000022464365,"threshold_uncertainty_score":0.35427576},"labels":[],"label_agreement":null},{"id":"W2039419393","doi":"10.5539/ijef.v5n7p126","title":"Financial Literacy, Personal Financial Attitude, and Forms of Personal Debt among Residents of the UAE","year":2013,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Debt; Sample (material); Descriptive statistics; Service (business); Financial services; Business; Credit card; Finance; Psychology; Marketing","score_opus":0.007085295109499363,"score_gpt":0.2069014113832878,"score_spread":0.19981611627378842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039419393","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":[0.9982472,0.00038842484,0.00001117145,0.00043896193,0.0005370501,0.000104215105,0.000017761602,0.000001606597,0.00025362032],"genre_scores_gemma":[0.9980109,0.0006094191,0.00020131624,0.00039829145,0.000609034,0.0000032161145,0.000004501677,0.000010772772,0.00015259959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871385,0.000007999057,0.0007382603,0.00017351587,0.00021545062,0.00015093954],"domain_scores_gemma":[0.9978484,0.000045487635,0.001299109,0.000090261965,0.0007046884,0.000012060248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019328,0.00015464608,0.00033641324,0.00023503118,0.00009156884,0.00015674024,0.00037964963,0.000072952906,0.0000803729],"category_scores_gemma":[0.00021358386,0.000120521705,0.0002030936,0.00012125216,0.0001947764,0.0015943665,0.00022639372,0.0001565322,0.000004308838],"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":[0.0001362497,0.00008309764,0.9634547,0.00004956501,0.000038719874,0.0000052368273,0.0003415152,0.00008625052,0.00011203397,0.028750354,0.0008557357,0.0060865073],"study_design_scores_gemma":[0.0006946067,0.000027878192,0.9769807,0.00025121626,0.00003774858,0.000011981659,0.000025224772,0.008367339,0.000092846814,0.011367911,0.002015064,0.00012751133],"about_ca_topic_score_codex":0.00059292064,"about_ca_topic_score_gemma":0.0002338173,"teacher_disagreement_score":0.017382443,"about_ca_system_score_codex":0.00003895555,"about_ca_system_score_gemma":0.00008521464,"threshold_uncertainty_score":0.49147323},"labels":[],"label_agreement":null},{"id":"W2039680448","doi":"10.5539/ass.v9n14p1","title":"Financial Well-Being: Financial Ratio Analysis of Married Public Sector Workers in Malaysia","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Payment; Debt; Business; Debt ratio; Financial ratio; Demographic economics; Finance; Labour economics; Economics","score_opus":0.010556168499121006,"score_gpt":0.22426720157198204,"score_spread":0.21371103307286105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039680448","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":[0.9207403,0.000008675668,0.00008823283,0.00085030607,0.00028095391,0.00033166085,0.0000022840945,0.000051101106,0.07764646],"genre_scores_gemma":[0.9979788,0.0000013392175,0.0001566459,0.0008499681,0.00064761884,0.000039921768,0.000031336687,0.000015515532,0.0002788588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692106,0.00003244768,0.00068996695,0.0006374424,0.0009643928,0.0007546877],"domain_scores_gemma":[0.998554,0.00003167726,0.0005099913,0.00031509463,0.00055153837,0.000037680584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010457898,0.00026030175,0.0005851427,0.0019700322,0.00057844253,0.00056601374,0.00085494673,0.0001428604,0.0021482161],"category_scores_gemma":[0.00084290194,0.00026292662,0.00031905703,0.01633308,0.0005951613,0.0029555198,0.00029058495,0.00019951756,0.000244234],"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":[0.000016724547,0.00008911098,0.92525566,0.000021302076,0.000016928503,0.000005012565,0.00044531884,0.000015344376,0.0010874434,0.06462829,0.0018796776,0.0065392083],"study_design_scores_gemma":[0.00027247402,0.00000772286,0.9893344,0.000017271821,0.000179814,7.7617216e-8,0.0003014764,0.0032621708,0.000060484632,0.004214407,0.0020482573,0.00030144263],"about_ca_topic_score_codex":0.0030555539,"about_ca_topic_score_gemma":0.0017404087,"teacher_disagreement_score":0.0773676,"about_ca_system_score_codex":0.00016590861,"about_ca_system_score_gemma":0.00033830202,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W2040165942","doi":"10.1007/s10797-014-9331-2","title":"Optimal redistributive pensions and the cost of self-control","year":2014,"lang":"en","type":"article","venue":"International Tax and Public Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"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":"Université Laval","keywords":"Temptation; Economics; Redistribution (election); Public finance; Pension; Welfare; Control (management); Microeconomics; Public economics; Monetary economics; Macroeconomics; Finance; Market economy","score_opus":0.00710414497602086,"score_gpt":0.20647416712565766,"score_spread":0.1993700221496368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040165942","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":[0.9806288,0.00018866816,0.001768466,0.0075448593,0.0003607921,0.00027429874,0.000046095374,0.000035821602,0.009152183],"genre_scores_gemma":[0.99797857,0.000062324725,0.0002721676,0.0008979778,0.00039895417,0.00002228594,0.000045942725,0.0000065980785,0.00031515217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991458,0.000019049136,0.0002486736,0.00020387709,0.00023794123,0.00014464905],"domain_scores_gemma":[0.99899757,0.00016010026,0.00027159473,0.00013639448,0.0004255774,0.000008786907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515724,0.00010963577,0.00019245855,0.00010989025,0.00015897705,0.00017915905,0.00020884041,0.000038305607,0.000082852144],"category_scores_gemma":[0.0006423766,0.00007851247,0.000059985065,0.00020368543,0.00018634133,0.0005826806,0.0001385263,0.000087353335,0.000016355085],"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":[0.0001241512,0.00006028055,0.21427111,0.00002061265,0.000036153066,0.0000016076235,0.000053717216,0.00004962802,0.000026603975,0.7770598,0.0051173875,0.003178964],"study_design_scores_gemma":[0.002879465,0.000013857386,0.36823553,0.00005061814,0.0000805568,0.0000042739666,0.00004433055,0.121503636,0.000013950391,0.005056189,0.5019337,0.00018387605],"about_ca_topic_score_codex":0.00037959093,"about_ca_topic_score_gemma":0.000074514166,"teacher_disagreement_score":0.7720036,"about_ca_system_score_codex":0.000012050622,"about_ca_system_score_gemma":0.000014137113,"threshold_uncertainty_score":0.3201646},"labels":[],"label_agreement":null},{"id":"W2041369222","doi":"10.1016/j.jfineco.2012.05.001","title":"Hedging labor income risk","year":2012,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":124,"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":"Ceteris paribus; Volatility (finance); Portfolio; Economics; Wage; Hedge; Labour economics; Panel data; Panel Study of Income Dynamics; Stock (firearms); Financial economics; Monetary economics; Econometrics; Microeconomics","score_opus":0.008394769773641753,"score_gpt":0.20202789966957657,"score_spread":0.1936331298959348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041369222","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":[0.995684,0.0004036403,0.00007605548,0.00015831171,0.001815812,0.00006961497,0.00000560825,0.00001670998,0.0017702099],"genre_scores_gemma":[0.9890463,0.00017699088,0.0009545605,0.0011961327,0.008490087,0.0000014013672,0.0000041912012,0.000028265547,0.000102109996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984864,0.0000136693925,0.00084294414,0.00012828902,0.00013860551,0.0003901002],"domain_scores_gemma":[0.9978035,0.00004937722,0.0016233664,0.00019290637,0.00029197618,0.000038882437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012288655,0.00019078181,0.0004533922,0.0004738144,0.00020437418,0.00016459935,0.00031339907,0.00009642902,0.00024883184],"category_scores_gemma":[0.00063357863,0.00018176826,0.00029279685,0.0003591274,0.000040846906,0.0029973472,0.0001261879,0.00028775336,0.000325786],"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":[0.000060665865,0.00006827761,0.97511417,0.000025525329,0.000011759716,0.00000493805,0.00006233179,0.00020171887,0.000026366519,0.018244857,0.0016185913,0.0045607802],"study_design_scores_gemma":[0.00050114177,0.000015588414,0.7928708,0.000044685064,0.0001507264,0.0000072201597,0.000024762097,0.00066991395,0.000047916834,0.003018421,0.20241809,0.00023069882],"about_ca_topic_score_codex":0.0001352962,"about_ca_topic_score_gemma":0.000084102554,"teacher_disagreement_score":0.20079951,"about_ca_system_score_codex":0.00012248766,"about_ca_system_score_gemma":0.00008230344,"threshold_uncertainty_score":0.7412295},"labels":[],"label_agreement":null},{"id":"W2041985931","doi":"10.1155/2012/231473","title":"Why Did Americans Reject Compulsory Health Insurance after WWI? An Application of the Lifecycle Model","year":2012,"lang":"en","type":"article","venue":"Economics Research International","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Calgary; University of Regina","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Welfare; Health insurance; Actuarial science; Preference; Time preference; Economics; Key person insurance; Business; Public economics; Insurance policy; Microeconomics; Health care; Economic growth","score_opus":0.059126537438145686,"score_gpt":0.34166134502455603,"score_spread":0.28253480758641036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041985931","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":[0.9932025,0.000053343796,0.0009146991,0.0025748115,0.00026774587,0.00026904632,0.000033066346,0.000018143515,0.002666659],"genre_scores_gemma":[0.9952485,0.000036524827,0.00057542056,0.002882807,0.00092494884,0.000066713146,0.00007895129,0.000020447274,0.00016567322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998665,0.00004596674,0.00037360887,0.00024562533,0.00034495676,0.00032485003],"domain_scores_gemma":[0.9989089,0.000046333047,0.00028981263,0.00038445846,0.0003395664,0.000030933632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011838977,0.000103663784,0.00017133362,0.00030142354,0.00017265607,0.00011483501,0.00060960004,0.0000335488,0.0001449958],"category_scores_gemma":[0.00009714011,0.000091596456,0.00009551364,0.00031062416,0.00014626174,0.0012450531,0.000329416,0.000188805,0.00010657234],"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":[0.00007027057,0.0001883064,0.9712459,0.000026684227,0.000015258838,8.144395e-8,0.00014766639,0.00419768,0.00013158032,0.01773457,0.0036685227,0.002573485],"study_design_scores_gemma":[0.00018622472,0.000007979633,0.55171716,0.000019821886,0.0000034040736,3.0599546e-7,0.00004457265,0.40481865,0.000047453494,0.0027289086,0.040314376,0.00011117065],"about_ca_topic_score_codex":0.002322748,"about_ca_topic_score_gemma":0.00066103035,"teacher_disagreement_score":0.41952875,"about_ca_system_score_codex":0.00019330223,"about_ca_system_score_gemma":0.00006380169,"threshold_uncertainty_score":0.3735195},"labels":[],"label_agreement":null},{"id":"W2042255654","doi":"10.1080/0309877032000161814","title":"Student debt and its relation to student mental health","year":2004,"lang":"en","type":"article","venue":"Journal of Further and Higher Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Petroleum Technology Research Centre","keywords":"Worry; Debt; Mental health; Student debt; Psychology; Higher education; Population; Clinical psychology; Medicine; Finance; Psychiatry; Economics; Economic growth; Anxiety; Environmental health","score_opus":0.01363036979765304,"score_gpt":0.3041080621354086,"score_spread":0.29047769233775556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042255654","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":[0.98547196,0.0019359587,0.000009184657,0.011092786,0.0007508278,0.00018143268,4.13373e-7,0.0000073618744,0.00055007194],"genre_scores_gemma":[0.99529517,0.00013426662,0.0002247926,0.0028361548,0.0010277415,0.0000031883765,0.0000058497817,0.000011227016,0.00046161035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990848,0.000011453594,0.00036014497,0.0001254455,0.0003033462,0.000114860435],"domain_scores_gemma":[0.99932873,0.0000064680576,0.00035668875,0.000064724,0.00020788681,0.00003547387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032937826,0.00010205189,0.00017095433,0.0002806394,0.00013939205,0.00017394121,0.00007632086,0.000026905736,0.00011383997],"category_scores_gemma":[0.000008941673,0.00008560322,0.000040886534,0.00022417436,0.000009058085,0.0006940408,0.000042748678,0.00007731652,0.000027033846],"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":[0.00009352188,0.00079128257,0.9565077,0.00009380212,0.000050727092,0.000002070132,0.0065509453,0.00007478765,0.00084814825,0.0231716,0.004410481,0.0074049556],"study_design_scores_gemma":[0.0004935304,0.000059388287,0.9734277,0.00012156823,0.000051373027,0.0000037536784,0.00052268285,0.000003850916,0.000009766716,0.0010440502,0.024170242,0.00009205313],"about_ca_topic_score_codex":0.000113504735,"about_ca_topic_score_gemma":0.00004528905,"teacher_disagreement_score":0.022127548,"about_ca_system_score_codex":0.000108097214,"about_ca_system_score_gemma":0.00006612504,"threshold_uncertainty_score":0.34907982},"labels":[],"label_agreement":null},{"id":"W2043479535","doi":"10.1002/iir.172","title":"A case of constitutional apples and oranges: a functional comparison of pension priority and benefit guarantees in U.S., U.K. and Canadian insolvency and pension law regimes","year":2009,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Insolvency; Arrears; Creditor; Incentive; Pension; Business; Payment; Economics; Bankruptcy; Actuarial science; Finance; Debt; Market economy","score_opus":0.03379166809794086,"score_gpt":0.2865368184429445,"score_spread":0.2527451503450036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043479535","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":[0.9450831,0.05220428,0.000011587166,0.0009085983,0.00008832018,0.0003540879,0.000026398298,0.000009548228,0.0013141236],"genre_scores_gemma":[0.98857516,0.010258971,0.00026044622,0.00072877906,0.0000710953,0.000006630998,0.000075074655,0.000005351862,0.000018515924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986633,0.000014851954,0.00061377324,0.0003183098,0.00025068255,0.00013908735],"domain_scores_gemma":[0.99909097,0.00006526364,0.0003377679,0.000116368916,0.00035715714,0.000032445307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805049,0.00018098422,0.000489517,0.0003512589,0.00012650079,0.000054197568,0.00007801131,0.00006652962,0.00008157239],"category_scores_gemma":[0.00015623138,0.00016725111,0.000051956544,0.00026010664,0.000325497,0.00062628987,0.0000851178,0.00011327565,0.0000017703967],"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":[0.00005900439,0.0001348628,0.5652849,0.0013442362,0.000023349476,0.00008582879,0.0001269695,0.0000053489716,0.00034638305,0.422671,0.00031001677,0.009608132],"study_design_scores_gemma":[0.0017368654,0.00011543775,0.9247181,0.010034232,0.00033837534,0.0005140101,0.00020071844,0.0041126464,0.000056091532,0.018628271,0.038935512,0.00060976064],"about_ca_topic_score_codex":0.02378933,"about_ca_topic_score_gemma":0.04185062,"teacher_disagreement_score":0.40404272,"about_ca_system_score_codex":0.000031065476,"about_ca_system_score_gemma":0.000043863718,"threshold_uncertainty_score":0.9827113},"labels":[],"label_agreement":null},{"id":"W2044104403","doi":"10.2139/ssrn.807866","title":"Household Expenditure and the Income Tax Rebates of 2001","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":127,"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":"Receipt; Consumer Expenditure Survey; Consumption (sociology); Economics; Permanent income hypothesis; Market liquidity; Quarter (Canadian coin); Demographic economics; Aggregate expenditure; Labour economics; Monetary economics; Public economics; Accounting","score_opus":0.007552749677683957,"score_gpt":0.2066081508382392,"score_spread":0.19905540116055523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044104403","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":[0.9922516,0.004075502,0.000082646584,0.002022978,0.00010456079,0.0001350445,0.0000011332227,0.0000267041,0.0012998611],"genre_scores_gemma":[0.9944654,0.0017172206,0.00006468015,0.00055157277,0.0016351795,0.0000034885497,0.000004727995,0.000022448781,0.0015352862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980381,0.000027630225,0.00039806607,0.00016607143,0.00032929707,0.0010408435],"domain_scores_gemma":[0.9991838,0.00004706798,0.00045031324,0.00019464674,0.00011190168,0.000012295837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020024416,0.00016688112,0.0002831996,0.00022355489,0.00028788598,0.00015711457,0.0003207381,0.00005897996,0.00016123384],"category_scores_gemma":[0.000119085234,0.00010751222,0.00014745307,0.0003366035,0.00011863693,0.0008313472,0.000112195135,0.0007459802,0.000034613087],"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":[0.0004946909,0.00013596003,0.474757,0.000057705678,0.00018525752,0.0000062049153,0.00021014352,0.00027939235,0.0005111942,0.5073539,0.0064353477,0.009573242],"study_design_scores_gemma":[0.013245048,0.00016884516,0.16081049,0.0003680204,0.0014831664,0.00028119292,0.0030530284,0.009330919,0.00039936698,0.5929065,0.21646237,0.001491099],"about_ca_topic_score_codex":0.0004977211,"about_ca_topic_score_gemma":0.0018592991,"teacher_disagreement_score":0.3139465,"about_ca_system_score_codex":0.00012168864,"about_ca_system_score_gemma":0.00013492563,"threshold_uncertainty_score":0.4384221},"labels":[],"label_agreement":null},{"id":"W20469302","doi":"10.1016/s1574-0056(00)80014-7","title":"Chapter 11 The distribution of wealth","year":2000,"lang":"en","type":"book-chapter","venue":"Handbook of income distribution","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":248,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Inheritance (genetic algorithm); Inequality; Distribution (mathematics); Wealth distribution; Distribution of wealth; Economics; Variety (cybernetics); National wealth; Pension; Finance; Biology","score_opus":0.011225371369773854,"score_gpt":0.20976888762033097,"score_spread":0.1985435162505571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20469302","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3177884,0.017468454,0.013179326,0.0022376757,0.004052443,0.008755622,0.016403526,0.00083661743,0.61927795],"genre_scores_gemma":[0.9712244,0.0008035976,0.000015039831,0.00015082596,0.0008543964,0.000018025545,0.015472231,0.00006292052,0.011398531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733627,0.000013069882,0.0011297279,0.0004395217,0.00075411226,0.00032727857],"domain_scores_gemma":[0.99705106,0.000057505247,0.0015309744,0.00067242526,0.00066629477,0.000021738788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000516628,0.00047041115,0.00076604716,0.0001877441,0.00026753583,0.000072150106,0.00045170667,0.00031309447,0.0022814851],"category_scores_gemma":[0.000077733275,0.00037545155,0.00052987115,0.00018570301,0.00033474813,0.00042281285,0.00019729386,0.0002797804,0.0003063617],"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":[0.00023751215,0.00008749733,0.019015426,0.0005771912,0.00008075602,0.000008011534,0.000024764862,0.000034347562,0.00013845728,0.97089946,0.004511409,0.0043851594],"study_design_scores_gemma":[0.0011377642,0.00008605357,0.04413439,0.004076323,0.0012058584,0.0000044900557,0.000017271632,0.0008568656,0.0010400312,0.055087645,0.8912972,0.0010561093],"about_ca_topic_score_codex":0.0006499569,"about_ca_topic_score_gemma":0.0001704956,"teacher_disagreement_score":0.91581184,"about_ca_system_score_codex":0.0001448053,"about_ca_system_score_gemma":0.000052219184,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W2047080363","doi":"10.2139/ssrn.887811","title":"Portfolio Choice and Life Insurance: The CRRA Case","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"York University","funders":"","keywords":"Actuarial science; Portfolio; Life insurance; Economics; Financial economics; Business; Econometrics","score_opus":0.008389889981463896,"score_gpt":0.22325714651953088,"score_spread":0.214867256538067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047080363","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":[0.99088144,0.004226459,0.000078595105,0.0023079964,0.0001477748,0.00012224248,7.4385594e-7,0.000040661875,0.0021941036],"genre_scores_gemma":[0.99113363,0.0010916686,0.000023565466,0.002622538,0.0039200527,0.000004631543,0.000003904193,0.000026878224,0.0011731306],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997719,0.00002213446,0.00038050328,0.00022531913,0.00032466912,0.001328414],"domain_scores_gemma":[0.99919844,0.000044228324,0.0003318791,0.00021368857,0.00018536602,0.000026384258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014963637,0.00019953538,0.00020980438,0.00021266182,0.00074037607,0.00039854084,0.000253914,0.00005870772,0.0002480013],"category_scores_gemma":[0.00025311447,0.00013982083,0.00012549636,0.0005178107,0.000064483276,0.0012617104,0.00009760378,0.0010168465,0.000138358],"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":[0.000051887157,0.00010204443,0.85043526,0.000025346542,0.000111883455,0.00009968552,0.00010121384,0.00012632087,0.000060499522,0.10865744,0.0054501323,0.034778304],"study_design_scores_gemma":[0.002876586,0.00008642965,0.36153847,0.00008561321,0.00066253805,0.0039004404,0.001807443,0.006044323,0.000014201154,0.055233635,0.5666752,0.0010750982],"about_ca_topic_score_codex":0.0008000942,"about_ca_topic_score_gemma":0.004856701,"teacher_disagreement_score":0.56122506,"about_ca_system_score_codex":0.00016154794,"about_ca_system_score_gemma":0.00028209033,"threshold_uncertainty_score":0.5701728},"labels":[],"label_agreement":null},{"id":"W2047511771","doi":"10.1257/aer.97.1.402","title":"Consumer Bankruptcy: A Fresh Start","year":2007,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":442,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Bankruptcy; Economics; Earnings; Luck; Fresh Start; Balance sheet; Monetary economics; Macroeconomics; Finance","score_opus":0.015571814707147441,"score_gpt":0.25750238281942334,"score_spread":0.2419305681122759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047511771","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":[0.8643999,0.038846776,0.00011346376,0.0019774386,0.0007729412,0.0011526854,0.000011500121,0.00029196887,0.09243332],"genre_scores_gemma":[0.9224497,0.023180237,0.0008848477,0.05068637,0.00156688,0.00004170061,0.00013642907,0.00008757597,0.0009662533],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982409,0.000014319981,0.000744659,0.00043382938,0.00013536008,0.0004309309],"domain_scores_gemma":[0.99859405,0.000066393615,0.000699037,0.0005287648,0.00008262543,0.000029146333],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010471754,0.00025056736,0.0007091108,0.00020821886,0.00011144068,0.00010246094,0.00032318098,0.00002519549,0.004211482],"category_scores_gemma":[0.00012308225,0.00023690631,0.00026241993,0.00047514608,0.00019199919,0.0006355699,0.00013264274,0.00011032048,0.008438274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023178749,0.00005288989,0.69869506,0.00081855763,0.000052907315,0.000021843394,0.000014165507,0.0000034246684,0.000024731828,0.007878319,0.1752419,0.11717303],"study_design_scores_gemma":[0.00014468204,0.000008528869,0.06907591,0.00039829194,0.00019554654,0.0000017959018,0.000029693085,0.00010199784,0.0000060370207,0.00016387455,0.9295541,0.00031953948],"about_ca_topic_score_codex":0.0025520476,"about_ca_topic_score_gemma":0.0012914457,"teacher_disagreement_score":0.7543122,"about_ca_system_score_codex":0.000101975886,"about_ca_system_score_gemma":0.000037259575,"threshold_uncertainty_score":0.9966988},"labels":[],"label_agreement":null},{"id":"W2048126793","doi":"10.1080/21650993.2010.9756084","title":"Individual Development Account Participation and Social Development among Native Hawaiians","year":2010,"lang":"en","type":"article","venue":"Asia Pacific Journal of Social Work and Development","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Native Hawaiians; Graduation (instrument); Asset (computer security); Psychosocial; Psychology; Economic growth; Economics; Ethnic group; Sociology","score_opus":0.017160383792059485,"score_gpt":0.2363110362248274,"score_spread":0.21915065243276793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048126793","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":[0.99700034,0.000058559726,0.000105038765,0.00058321905,0.00048395293,0.0002184861,9.1006e-7,0.000032335112,0.0015171539],"genre_scores_gemma":[0.99380887,0.000005195849,0.0048870216,0.00018281248,0.00074199773,0.00002479215,0.000048124217,0.000032549306,0.00026865597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705786,0.000029754201,0.0011394334,0.00033883308,0.00094029086,0.00049382925],"domain_scores_gemma":[0.99817747,0.000052833922,0.0010355585,0.00007390095,0.0006018895,0.00005834238],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013974361,0.00036905357,0.00052906165,0.0005063554,0.0018985566,0.0005269271,0.0002325988,0.00020549553,0.00020457008],"category_scores_gemma":[0.000080377926,0.0003341286,0.00008337824,0.0006561417,0.00020851922,0.000983561,0.00023770904,0.00048024618,0.000039681527],"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":[0.00014158274,0.00030829167,0.8796448,0.000092704024,0.00022477064,0.000027983635,0.036017627,9.3180597e-7,0.000069564594,0.003511121,0.002447731,0.077512905],"study_design_scores_gemma":[0.0006143208,0.000009736306,0.7744842,0.00004674766,0.00007972875,0.0000021893934,0.0033630687,0.000003281954,0.00016277972,0.00014820627,0.2207166,0.00036913194],"about_ca_topic_score_codex":0.000008079948,"about_ca_topic_score_gemma":0.00014354133,"teacher_disagreement_score":0.21826886,"about_ca_system_score_codex":0.00011848713,"about_ca_system_score_gemma":0.0003665211,"threshold_uncertainty_score":0.99991107},"labels":[],"label_agreement":null},{"id":"W2048326664","doi":"10.1111/j.1936-4490.2006.tb00686.x","title":"The Effect of Investment Horizons on Risk, Return and End-of-Period Wealth for Major Asset Classes in Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Diversification (marketing strategy); Bootstrapping (finance); Economics; Investment (military); Financial economics; Welfare economics; Humanities; Economy; Political science; Business; Art","score_opus":0.03672776134876858,"score_gpt":0.2879830604212148,"score_spread":0.2512552990724462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048326664","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":[0.99662715,0.0002780809,0.000017058455,0.0011979165,0.00026707395,0.00034307755,0.00005331426,0.000001879727,0.0012144289],"genre_scores_gemma":[0.998952,0.00002019627,0.0006388058,0.00021596273,0.0001345015,0.0000069776374,0.0000057067346,0.0000052077885,0.000020693185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978732,0.000120606965,0.0007894704,0.00030876198,0.0003052121,0.00060278055],"domain_scores_gemma":[0.9975259,0.0005419092,0.0012394952,0.00014521989,0.00033710597,0.00021041113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036360335,0.00020956888,0.00039899454,0.0005492861,0.0011437268,0.00029180248,0.0005880155,0.00005193345,0.00001778095],"category_scores_gemma":[0.0022525163,0.00015352065,0.00009537597,0.0013998805,0.0017133488,0.0007393599,0.000010687283,0.00018183002,2.085297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001852439,0.00002328946,0.95585954,0.00013140404,0.00001573789,0.00008284443,0.00094150373,0.00027312603,0.0003566421,0.03815634,0.00041413849,0.0035601787],"study_design_scores_gemma":[0.0011684294,0.014776148,0.937161,0.0008911613,0.00022248285,0.00013797055,0.008918666,0.008283562,0.0039038258,0.02033983,0.0035961801,0.00060071796],"about_ca_topic_score_codex":0.58020425,"about_ca_topic_score_gemma":0.99716324,"teacher_disagreement_score":0.41695896,"about_ca_system_score_codex":0.0007206408,"about_ca_system_score_gemma":0.008834442,"threshold_uncertainty_score":0.99678457},"labels":[],"label_agreement":null},{"id":"W2048401291","doi":"10.1016/j.insmatheco.2006.03.005","title":"The timing of annuitization: Investment dominance and mortality risk","year":2006,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences; York University","funders":"","keywords":"Dominance (genetics); Economics; Investment (military); Stochastic dominance; Econometrics; Biology; Political science; Genetics","score_opus":0.01262201625241171,"score_gpt":0.2043408172377193,"score_spread":0.19171880098530758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048401291","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":[0.9959557,0.00037623607,0.00010572762,0.000050012844,0.00006784653,0.00013216489,0.000009912499,0.000011359452,0.003291032],"genre_scores_gemma":[0.9977833,0.00048213135,0.0013782579,0.00010680692,0.00015688842,0.000008680567,0.000007274596,0.000011013026,0.00006566491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992704,0.0000035341145,0.00039842317,0.00014818748,0.000058129684,0.00012137158],"domain_scores_gemma":[0.9991878,0.000064454514,0.00048092712,0.00019037577,0.00007048204,0.000005963123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037550516,0.00010935893,0.00020426337,0.000044850083,0.00024251471,0.00016121646,0.000085839616,0.000029944897,0.0000073885935],"category_scores_gemma":[0.000055865246,0.000086552245,0.000038143808,0.000096425734,0.000109477995,0.00032023634,0.00007539121,0.000040143812,0.0000055355777],"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":[0.000005871904,0.00003711647,0.7882229,0.0001682141,0.000011645061,3.827808e-7,0.00008437761,0.00026777177,0.000024616756,0.20997773,0.00015664918,0.0010427337],"study_design_scores_gemma":[0.00033341348,0.0000054353104,0.7711844,0.000067737965,0.0000758107,0.0000010291884,0.000095243886,0.07410048,0.000073567295,0.1477466,0.006124861,0.00019143097],"about_ca_topic_score_codex":0.0003653766,"about_ca_topic_score_gemma":0.00041083153,"teacher_disagreement_score":0.073832706,"about_ca_system_score_codex":0.000010746479,"about_ca_system_score_gemma":0.0000062899153,"threshold_uncertainty_score":0.35294983},"labels":[],"label_agreement":null},{"id":"W2049967217","doi":"10.1111/j.1475-4932.2008.00528.x","title":"The Asset Portfolios of Native‐born and Foreign‐born Australian Households*","year":2009,"lang":"en","type":"article","venue":"Economic Record","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Foreign born; Native-Born; Immigration; Asset (computer security); Constraint (computer-aided design); Economics; Net worth; Demographic economics; Inequality; Diversity (politics); Labour economics; Geography; Sociology; Finance; Mathematics","score_opus":0.016209946934357188,"score_gpt":0.23009669766113838,"score_spread":0.2138867507267812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049967217","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":[0.9789799,0.00006312653,0.0000058156006,0.00062821235,0.00024197243,0.00021284471,0.000007718965,0.00004374372,0.019816704],"genre_scores_gemma":[0.9966356,0.00008083848,0.00015280479,0.0004786345,0.00058015727,0.000006657263,0.000026596395,0.000018316383,0.002020355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988128,0.00001095647,0.0005074438,0.00029824974,0.000097238415,0.0002733098],"domain_scores_gemma":[0.99906605,0.00005209148,0.0004843273,0.00031442856,0.00006648941,0.000016589736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044823522,0.00018626984,0.00029784712,0.00013951228,0.00020655939,0.0002253589,0.00026592877,0.000064515225,0.00031176835],"category_scores_gemma":[0.00005592769,0.00015029896,0.0001306055,0.00017566838,0.00007698715,0.0007773905,0.00007451478,0.00009946693,0.00012026161],"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":[0.000070559,0.000043932574,0.8518536,0.00003385596,0.000032094213,0.0000055090213,0.000037351547,0.00002831803,0.0001234748,0.039976113,0.07558131,0.03221385],"study_design_scores_gemma":[0.0004908862,0.00004429019,0.68328005,0.00004015915,0.00009882363,0.000001766683,0.00012425154,0.0015796782,0.00012246761,0.01938619,0.29450855,0.00032287443],"about_ca_topic_score_codex":0.00069058745,"about_ca_topic_score_gemma":0.00056023925,"teacher_disagreement_score":0.21892723,"about_ca_system_score_codex":0.000045323482,"about_ca_system_score_gemma":0.000021866874,"threshold_uncertainty_score":0.61290133},"labels":[],"label_agreement":null},{"id":"W2051016139","doi":"10.1506/ap.8.2.2","title":"Smoothing Mechanisms in Defined Benefit Pension Accounting Standards: A Simulation Study*","year":2009,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pension; Accrual; Accounting; Economics; Actuarial science; Volatility (finance); Asset (computer security); International Financial Reporting Standards; Business; Finance; Earnings","score_opus":0.013012519865353176,"score_gpt":0.26909533016123716,"score_spread":0.256082810295884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051016139","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":[0.99499667,0.00026064858,0.00055198703,0.0002864942,0.00024975344,0.00077154144,0.0000035219998,0.00037538243,0.0025040293],"genre_scores_gemma":[0.99737036,0.000007624576,0.0007448305,0.00086941035,0.00083757646,0.000018574374,0.000026300831,0.000064386986,0.000060903996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996011,0.00003326643,0.0008534486,0.0010456488,0.001322882,0.0007337323],"domain_scores_gemma":[0.99741095,0.00013334744,0.0006751046,0.0005314323,0.0012290878,0.000020047326],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022260884,0.0005176845,0.0006373387,0.0013541466,0.0006636661,0.0010699326,0.00045852957,0.00015577172,0.00028398598],"category_scores_gemma":[0.0017107847,0.00052827306,0.00021467145,0.0021653597,0.00004285712,0.004174391,0.00024601727,0.00040507858,0.000105942774],"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":[0.00038453753,0.0013603562,0.92391896,0.00008617956,0.000045460252,0.00009341879,0.007636133,0.018151538,0.0033295816,0.038453784,0.00020842832,0.0063316305],"study_design_scores_gemma":[0.0021913908,0.00009741638,0.89189947,0.0004448647,0.0002253691,0.0000017398055,0.017495692,0.06208825,0.000059374495,0.023328405,0.0010748752,0.001093159],"about_ca_topic_score_codex":0.0019703207,"about_ca_topic_score_gemma":0.0012481586,"teacher_disagreement_score":0.043936715,"about_ca_system_score_codex":0.00043709428,"about_ca_system_score_gemma":0.00005677754,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W2054529621","doi":"10.2139/ssrn.687162","title":"Homeownership as a Constraint on Asset Allocation","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Asset allocation; Constraint (computer-aided design); Asset (computer security); Economics; Business; Computer science; Financial economics; Mathematics; Portfolio; Computer security","score_opus":0.010692249853555987,"score_gpt":0.23159210349445097,"score_spread":0.22089985364089498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054529621","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":[0.9763321,0.00039688256,0.0003488951,0.0064726733,0.00022383445,0.000179194,7.5537366e-7,0.00009585068,0.015949802],"genre_scores_gemma":[0.99131215,0.00020789343,0.00006242099,0.0036366964,0.0026529594,0.0000056403323,0.000031625917,0.00002946076,0.002061155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730915,0.00002488416,0.00038705027,0.0002672704,0.0005053298,0.0015063239],"domain_scores_gemma":[0.99915534,0.00003062047,0.0003505541,0.00020712729,0.00022731448,0.000029026505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00168502,0.0002183962,0.00021726648,0.000427851,0.00032090626,0.00031951582,0.0003073734,0.000080933285,0.0005945828],"category_scores_gemma":[0.0003079253,0.00018935048,0.00018200437,0.0004954882,0.0000477093,0.0009745087,0.000042610416,0.0010100787,0.0020346548],"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":[0.000117379,0.00017338293,0.028022597,0.0000128310685,0.00006662293,0.000007857046,0.000051218096,0.00019842623,0.0004334359,0.93396246,0.0028452917,0.03410848],"study_design_scores_gemma":[0.004009833,0.00044177982,0.028619561,0.00027257434,0.00067041046,0.00027800904,0.0026218067,0.007628823,0.00037590496,0.50114393,0.4522026,0.0017347503],"about_ca_topic_score_codex":0.000170188,"about_ca_topic_score_gemma":0.0012393696,"teacher_disagreement_score":0.4493573,"about_ca_system_score_codex":0.0006492145,"about_ca_system_score_gemma":0.0006261909,"threshold_uncertainty_score":0.9987424},"labels":[],"label_agreement":null},{"id":"W2057270408","doi":"10.5539/ijef.v3n1p17","title":"Sustainable withdrawal rates of retirees: Is the recent economic crisis a cause for concern?","year":2011,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Recession; Asset (computer security); Shock (circulatory); Great recession; Labour economics; Macroeconomics; Medicine","score_opus":0.031740874861505335,"score_gpt":0.25702931278941665,"score_spread":0.2252884379279113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057270408","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":[0.99629736,0.00035763247,0.00003446771,0.001889207,0.00048802004,0.0001276779,0.000016848682,0.000001958462,0.00078681356],"genre_scores_gemma":[0.994562,0.0030374436,0.0004112498,0.0011110685,0.00056330516,0.0000061415844,0.0000048367715,0.000012977758,0.00029100108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908835,0.0000044256885,0.0005691649,0.00014095797,0.00006083836,0.00013624741],"domain_scores_gemma":[0.99809784,0.000045098117,0.0010551543,0.00011740193,0.0006771852,0.0000073392443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004224924,0.00011025744,0.00023893865,0.00016073188,0.000079164914,0.00012185836,0.00037565042,0.000036347486,0.00013834453],"category_scores_gemma":[0.00006348102,0.000087580964,0.00013358812,0.00005306236,0.000075485346,0.0008012864,0.0000995709,0.000064967266,0.0000063708744],"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":[0.001466127,0.0001798221,0.18087608,0.000077292745,0.00042585525,0.000026446758,0.0016026784,0.0010439437,0.000018371999,0.77802384,0.031641055,0.0046184612],"study_design_scores_gemma":[0.0026063996,0.0001761727,0.04805164,0.00013564005,0.00030187867,0.000024865334,0.00200669,0.026927888,0.0012605108,0.10816422,0.8098893,0.00045476414],"about_ca_topic_score_codex":0.00066306465,"about_ca_topic_score_gemma":0.00014805843,"teacher_disagreement_score":0.77824825,"about_ca_system_score_codex":0.0000682828,"about_ca_system_score_gemma":0.00006945153,"threshold_uncertainty_score":0.3571448},"labels":[],"label_agreement":null},{"id":"W2058799929","doi":"10.1007/s11698-007-0019-z","title":"Wealth accumulation motives: evidence from the probate records of Ontario, 1892 and 1902","year":2007,"lang":"en","type":"article","venue":"Cliometrica","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Bequest; Probate; Consumption (sociology); Economics; Affect (linguistics); Labour economics; Demographic economics; Census; Monetary economics; Demography; Political science; Sociology","score_opus":0.07143709650962819,"score_gpt":0.3052747462398422,"score_spread":0.23383764973021398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058799929","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":[0.99616975,0.0006003098,0.00043762635,0.00017594606,0.00020884958,0.0002751958,0.0000022589245,0.000032807166,0.0020972618],"genre_scores_gemma":[0.99780506,0.0000712211,0.00079197437,0.00038674622,0.00045049816,0.0000038580715,0.000027330518,0.000013487859,0.00044980648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852186,0.00001709252,0.00048439822,0.0003159616,0.00041913605,0.00024154203],"domain_scores_gemma":[0.99828607,0.00057271565,0.00050639856,0.0003154393,0.00030290303,0.000016494349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013003324,0.00014650953,0.000249059,0.0013841345,0.0001840929,0.00014603422,0.00025952904,0.00006340985,0.0003749889],"category_scores_gemma":[0.0012035057,0.00010849959,0.000080958205,0.006608354,0.00007349433,0.0009793179,0.00018899233,0.00013479889,0.000061505176],"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":[0.00006280415,0.0000385455,0.99037683,0.00004306729,0.0000094171555,0.0000022345052,0.00026152376,0.00000887333,0.00011659366,0.00036232622,0.0009816887,0.007736086],"study_design_scores_gemma":[0.00023708616,0.000019687337,0.982023,0.00014744651,0.000098373916,1.5473437e-7,0.00006497023,0.0005136985,0.00005647859,0.0006374854,0.016079389,0.00012225533],"about_ca_topic_score_codex":0.09349651,"about_ca_topic_score_gemma":0.025191754,"teacher_disagreement_score":0.068304755,"about_ca_system_score_codex":0.00011830871,"about_ca_system_score_gemma":0.000061313585,"threshold_uncertainty_score":0.992596},"labels":[],"label_agreement":null},{"id":"W2059957638","doi":"10.1111/j.1468-0270.2006.00654.x","title":"GORDON BROWN COUNTS DEAD CHILDREN: THE TRUE IMPACT OF INHERITANCE TAX","year":2006,"lang":"en","type":"article","venue":"Economic Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Inheritance tax; Treasury; Inheritance (genetic algorithm); Economics; Public economics; Tax reform; State income tax; Business; Monetary economics; Law; Political science; Biology; Genetics","score_opus":0.005991568541002782,"score_gpt":0.20422596809189847,"score_spread":0.1982343995508957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059957638","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":[0.9262154,0.000178564,0.000008554452,0.00008539669,0.00019195494,0.00013867934,0.000015516644,0.000032991582,0.073132955],"genre_scores_gemma":[0.99777734,0.000008900064,0.000037765618,0.000067079905,0.0008694279,0.0000053362546,0.000051780455,0.00001977594,0.0011625761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925554,0.000005969762,0.00028877007,0.00018917034,0.00007756836,0.00018296663],"domain_scores_gemma":[0.99939275,0.000016604701,0.00027849223,0.00027042293,0.00003622003,0.000005485023],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001652734,0.00013876164,0.00020007715,0.000093599694,0.00008864368,0.00008598081,0.00023308586,0.000043494798,0.0018427796],"category_scores_gemma":[0.000014892797,0.00010670876,0.00018271721,0.00014815912,0.00006315945,0.00040795165,0.000059261245,0.00006329971,0.0012905506],"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":[0.000017723458,0.0000306392,0.9189762,0.000011695658,0.000025285532,8.6772377e-7,0.00001270074,0.00061593467,0.000056816578,0.0098889675,0.06958191,0.0007812596],"study_design_scores_gemma":[0.0003127607,0.000009487577,0.9669982,0.000021317648,0.00006111498,0.0000010121192,0.00003308101,0.0031860087,0.000037768095,0.0018437911,0.027274255,0.00022118325],"about_ca_topic_score_codex":0.0034386748,"about_ca_topic_score_gemma":0.0006573628,"teacher_disagreement_score":0.07197038,"about_ca_system_score_codex":0.000084991574,"about_ca_system_score_gemma":0.0000280736,"threshold_uncertainty_score":0.99948704},"labels":[],"label_agreement":null},{"id":"W2060426157","doi":"10.1207/s15427579jpfm0701_2","title":"The Demographics of Overconfidence","year":2006,"lang":"en","type":"article","venue":"Journal of Behavioral Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":250,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Overconfidence effect; Certainty; Demographics; Psychology; Actuarial science; Investment (military); Subject (documents); Social psychology; Economics; Demography; Computer science; Mathematics; Political science; Sociology","score_opus":0.012420452417956605,"score_gpt":0.2419987631452892,"score_spread":0.2295783107273326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060426157","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":[0.9980643,0.0008870335,0.00005394557,0.0001640812,0.0003798562,0.000066893226,0.0000013770727,0.000007477843,0.00037507227],"genre_scores_gemma":[0.9985486,0.00012712741,0.0003426888,0.0000849646,0.0005804718,0.0000013747615,0.0000019217555,0.000012065257,0.00030074784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984012,0.000010829399,0.0007658206,0.000110265144,0.00050580787,0.00020608075],"domain_scores_gemma":[0.99766564,0.000044016404,0.0013422336,0.00021561912,0.0007265882,0.0000058924247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005753286,0.00013042528,0.00027689573,0.00020523964,0.00019121853,0.00012031465,0.0004136883,0.000054550674,0.00003492617],"category_scores_gemma":[0.000047139143,0.000091648166,0.00027788413,0.0007628011,0.00013828065,0.0009309127,0.00006753065,0.00018755384,0.000013719972],"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":[0.000088166096,0.00014591048,0.9656197,0.000021097198,0.0000037254094,0.000033472315,0.000011688356,0.000099813326,0.0023013281,0.024219956,0.005303471,0.0021516725],"study_design_scores_gemma":[0.00041134175,0.000067817324,0.9259043,0.0001728466,0.0002127157,0.000010240049,0.000045322256,0.00029960036,0.0005443699,0.004930671,0.06721365,0.00018712696],"about_ca_topic_score_codex":0.00062380877,"about_ca_topic_score_gemma":0.00038915838,"teacher_disagreement_score":0.061910175,"about_ca_system_score_codex":0.000019965624,"about_ca_system_score_gemma":0.000036006448,"threshold_uncertainty_score":0.37373036},"labels":[],"label_agreement":null},{"id":"W2061092425","doi":"10.1016/j.jeoa.2014.09.012","title":"Economic inequality and intergenerational transfers: Evidence from Mexico","year":2014,"lang":"en","type":"article","venue":"The Journal of the Economics of Ageing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"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":"National Institute on Aging; International Development Research Centre","keywords":"Economics; Inequality; Socioeconomic status; Asset (computer security); Economic inequality; Demographic economics; Transfer payment; Labour economics; Crowding out; Monetary economics; Sociology; Population; Demography","score_opus":0.01953036197670076,"score_gpt":0.2190058345523105,"score_spread":0.19947547257560974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061092425","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":[0.99716294,0.00014972036,0.00043519746,0.0016112141,0.00044129288,0.00005456421,0.000002816267,0.0000030950011,0.00013917453],"genre_scores_gemma":[0.9981824,0.0001356948,0.00018502865,0.0005397417,0.0009310302,3.678004e-7,0.0000012902065,0.000009643675,0.000014766179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905187,0.000056649136,0.00062185666,0.000092726266,0.0000809577,0.00009596669],"domain_scores_gemma":[0.998631,0.000272632,0.000782291,0.00022336589,0.00008139149,0.000009323475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018031447,0.000104048086,0.00025746474,0.00008781964,0.0001366566,0.00010656343,0.00048748092,0.00002993082,0.00010993973],"category_scores_gemma":[0.00021138643,0.000066355286,0.00015293146,0.000053309235,0.00007582616,0.0010422727,0.00014491884,0.00012410861,0.000010545622],"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":[0.0004911546,0.000056931676,0.9107872,0.000102123835,0.00022929402,0.0000013311336,0.0013875561,0.04902269,0.011771289,0.01942317,0.0016598569,0.0050673843],"study_design_scores_gemma":[0.001204546,0.000077627075,0.76377964,0.00076214934,0.0008419287,0.0000076142046,0.00036175092,0.15782093,0.0062077795,0.06491335,0.0035841817,0.00043850983],"about_ca_topic_score_codex":0.0007047728,"about_ca_topic_score_gemma":0.0005827687,"teacher_disagreement_score":0.14700757,"about_ca_system_score_codex":0.00004352482,"about_ca_system_score_gemma":0.000025085992,"threshold_uncertainty_score":0.270589},"labels":[],"label_agreement":null},{"id":"W2061257103","doi":"10.1080/15427560.2013.849705","title":"Seasonal Anomalies in Pension Plans","year":2013,"lang":"en","type":"article","venue":"Journal of Behavioral Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Social Fund; Gobierno de Aragón","keywords":"Pension; Portfolio; Volatility (finance); Quarter (Canadian coin); Economics; Finance; Accounting; Business; Geography","score_opus":0.02026243262646167,"score_gpt":0.2502899885057978,"score_spread":0.23002755587933615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061257103","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":[0.9986934,0.00017685971,0.000010666201,0.0002980662,0.0003462122,0.00012033051,0.0000017762529,0.000011985654,0.00034068763],"genre_scores_gemma":[0.99796265,0.000033428845,0.0006979826,0.00034944495,0.00053933373,0.0000051663396,0.000007766455,0.000017192428,0.0003870316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984904,0.000012193481,0.0006315725,0.0001661165,0.00042619102,0.00027355636],"domain_scores_gemma":[0.9987479,0.000017269385,0.0006306373,0.00015685399,0.000433711,0.00001365898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030007912,0.00017173582,0.00035964482,0.00039724572,0.00008297881,0.00017959818,0.00027619142,0.00007288974,0.00059141446],"category_scores_gemma":[0.000038829843,0.00014705559,0.00016947456,0.0005673808,0.000047068614,0.002328582,0.00008963159,0.00024392793,0.00028971705],"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":[0.00004380338,0.00018203429,0.9866049,0.000018901983,0.0000016982142,0.00011735172,0.000047929847,0.00006546045,0.0017934352,0.00073013775,0.005893727,0.004500596],"study_design_scores_gemma":[0.00053698034,0.000044568933,0.98511744,0.00018678863,0.000052664058,0.000014619198,0.000073990406,0.0012958935,0.00009499941,0.0006516617,0.0117326975,0.00019771824],"about_ca_topic_score_codex":0.0008205404,"about_ca_topic_score_gemma":0.0003467925,"teacher_disagreement_score":0.005838971,"about_ca_system_score_codex":0.000054779586,"about_ca_system_score_gemma":0.00003449419,"threshold_uncertainty_score":0.6475574},"labels":[],"label_agreement":null},{"id":"W2062587309","doi":"10.1016/j.socec.2012.06.002","title":"Implications of behavioural economics for financial literacy and public policy","year":2012,"lang":"en","type":"article","venue":"The Journal of Socio-Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":132,"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 Saskatchewan","funders":"","keywords":"Financial literacy; Bounded rationality; Behavioral economics; Incentive; Context (archaeology); Public economics; Economics; Externality; Behavioural economics; Government (linguistics); Public policy; Business decision mapping; Finance; Decision analysis; Microeconomics; Economic growth","score_opus":0.03756127340938302,"score_gpt":0.2623883700921769,"score_spread":0.22482709668279388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062587309","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":[0.9946806,0.00031730632,0.00010366888,0.0042310986,0.00024915746,0.00016834562,0.000024758592,0.0000063071166,0.00021875119],"genre_scores_gemma":[0.9953916,0.0005229456,0.00053634366,0.0010377885,0.002404918,0.000005225724,0.000017575987,0.000023948309,0.000059676342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988075,0.000014352518,0.0007350384,0.00009185292,0.000044425364,0.00030683374],"domain_scores_gemma":[0.99796474,0.00013777918,0.001340979,0.00021060013,0.00031062105,0.00003529454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009905782,0.00015205466,0.00035016716,0.0003151582,0.00027201272,0.00014752735,0.0003382442,0.000077152086,0.000039153696],"category_scores_gemma":[0.00019987611,0.00012523406,0.00023077572,0.00015516144,0.00012688959,0.0022470432,0.00012936136,0.0001282311,0.000007872176],"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":[0.00006929454,0.000111361034,0.8287283,0.000039610484,0.000038434122,5.5101484e-8,0.0005213038,0.000048222264,0.000051843665,0.16179791,0.0008762357,0.0077174376],"study_design_scores_gemma":[0.0012259664,0.000046787376,0.8990936,0.000030165947,0.000547894,0.000018450224,0.00043362167,0.0009038739,0.000054390955,0.054851472,0.042463355,0.00033036803],"about_ca_topic_score_codex":0.00024003377,"about_ca_topic_score_gemma":0.000047984213,"teacher_disagreement_score":0.10694644,"about_ca_system_score_codex":0.000121168945,"about_ca_system_score_gemma":0.00013304185,"threshold_uncertainty_score":0.5106897},"labels":[],"label_agreement":null},{"id":"W2063656516","doi":"10.1111/j.1936-4490.2004.tb00338.x","title":"The Market Value Implications of Post‐Retirement Benefit Plans and Plan Surpluses — Canadian Evidence","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Pension; Asset (computer security); Pension plan; Welfare economics; Value (mathematics); Economics; Business; Finance","score_opus":0.08653933155695455,"score_gpt":0.29915839769081515,"score_spread":0.2126190661338606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063656516","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":[0.98799086,0.0005481473,0.00005032471,0.0062272903,0.00030199447,0.0002641591,0.000089462876,0.000006229032,0.0045215203],"genre_scores_gemma":[0.9977479,0.00007332878,0.001254422,0.00059353403,0.00022413237,0.000008105624,0.000008090188,0.000009606422,0.00008089213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975486,0.000052912514,0.0008056223,0.00040960126,0.00031704997,0.0008662054],"domain_scores_gemma":[0.9971711,0.00028460257,0.0008647885,0.00023109351,0.00095021195,0.0004981943],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030934925,0.00024749138,0.00030256406,0.0008473667,0.0031545644,0.0009924859,0.0010771991,0.000081764876,0.00010935221],"category_scores_gemma":[0.0018073845,0.00020051307,0.00011845741,0.0017917139,0.0038994055,0.0019442403,0.000029004903,0.00018446584,0.000003796092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005600733,0.000030228603,0.6386325,0.00010994122,0.00002758938,0.00013710844,0.0030358538,0.00089520816,0.0007408844,0.35482642,0.00039045184,0.0011178437],"study_design_scores_gemma":[0.00032404537,0.0014931103,0.9258682,0.00089059246,0.00016369084,0.00041157615,0.008762969,0.0007935426,0.0005133392,0.055714477,0.0045333537,0.0005311122],"about_ca_topic_score_codex":0.4085894,"about_ca_topic_score_gemma":0.992408,"teacher_disagreement_score":0.58381855,"about_ca_system_score_codex":0.0007621168,"about_ca_system_score_gemma":0.008662433,"threshold_uncertainty_score":0.9988114},"labels":[],"label_agreement":null},{"id":"W2064373170","doi":"10.1111/0008-4085.00065","title":"Did tax flattening affect RRSP contributions?","year":2001,"lang":"fr","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Personal income tax; Economics; Welfare economics; Demographic economics; Humanities; Tax reform; Philosophy; State income tax; Public economics; Gross income","score_opus":0.0688180549465333,"score_gpt":0.1918017641698921,"score_spread":0.12298370922335881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064373170","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":[0.9689764,0.007089019,0.000079041674,0.013038875,0.0075476104,0.00046181612,0.00030510614,0.000015868061,0.0024862646],"genre_scores_gemma":[0.9799055,0.00075511285,0.00026269883,0.0028692656,0.0065209875,0.000014942207,0.00012572679,0.0001358034,0.00940999],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952338,0.000100351295,0.001981048,0.00069636985,0.000011521199,0.0019769522],"domain_scores_gemma":[0.99437135,0.00023962506,0.0022266982,0.00066803483,0.0013541635,0.0011400951],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020088234,0.0007301386,0.00148146,0.002249791,0.0007743887,0.0011292805,0.0010267542,0.0005027336,0.0050523444],"category_scores_gemma":[0.001326924,0.0009534352,0.0009037559,0.000820565,0.0003994959,0.0036650882,0.00008735579,0.0008789662,0.00072131964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017060302,0.000051876912,0.5162946,0.00025446902,0.00036721514,0.0020214203,0.00032960705,0.0058910362,0.000029538613,0.44166207,0.027789507,0.0051380387],"study_design_scores_gemma":[0.0018679475,0.0001986781,0.023988625,0.0011925572,0.00087090593,0.0008757437,0.00035132814,0.010654917,0.000034792203,0.059877843,0.8987316,0.0013550713],"about_ca_topic_score_codex":0.50115854,"about_ca_topic_score_gemma":0.9876503,"teacher_disagreement_score":0.87094206,"about_ca_system_score_codex":0.0044575054,"about_ca_system_score_gemma":0.0024544687,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W2071345486","doi":"10.1016/j.econmod.2011.11.013","title":"Multi-objective private wealth allocation without subportfolios","year":2012,"lang":"en","type":"article","venue":"Economic Modelling","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Waterloo","funders":"","keywords":"Asset allocation; Economics; Consumption (sociology); Investment (military); Portfolio; Life insurance; Asset (computer security); Maximization; Expected utility hypothesis; Black–Litterman model; Microeconomics; Actuarial science; Computer science; Portfolio optimization; Financial economics; Replicating portfolio; Sociology","score_opus":0.031186376389303883,"score_gpt":0.2457541610693679,"score_spread":0.21456778468006402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071345486","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":[0.96394664,0.0001402556,0.03233688,0.000057190267,0.00057512766,0.0003097744,0.0000018461673,0.00012344656,0.0025088193],"genre_scores_gemma":[0.9914173,0.00003656684,0.005603354,0.00046130177,0.0018755564,0.000026759326,0.000072077935,0.000047554968,0.00045955874],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858624,0.000011477268,0.00046529414,0.00035610257,0.000114270886,0.00046661551],"domain_scores_gemma":[0.9991426,0.00001754581,0.00042253546,0.00031478377,0.000072509196,0.000030062183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006717897,0.00022491804,0.0002951363,0.00029716513,0.0002285066,0.00015024704,0.00019112308,0.00007587378,0.00035474595],"category_scores_gemma":[0.000019257968,0.00023793381,0.000118682714,0.0001591296,0.000028351853,0.002262917,0.000100216705,0.0001235948,0.001946549],"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":[0.000030243542,0.00008174666,0.8831625,0.00005280941,0.000024145082,5.708004e-7,0.00024664347,0.09891067,0.00015308747,0.016710386,0.00026001697,0.00036717518],"study_design_scores_gemma":[0.00037484753,0.0000029217367,0.027368216,0.0000323164,0.00008162782,5.576575e-7,0.00004046347,0.9597656,0.000110037014,0.0006146656,0.0112836035,0.00032511598],"about_ca_topic_score_codex":0.0013947892,"about_ca_topic_score_gemma":0.00013367116,"teacher_disagreement_score":0.860855,"about_ca_system_score_codex":0.00017418919,"about_ca_system_score_gemma":0.000028019129,"threshold_uncertainty_score":0.99883056},"labels":[],"label_agreement":null},{"id":"W2073925570","doi":"10.1016/j.jce.2003.10.003","title":"Options and impact of China's pension reform: a computable general equilibrium analysis","year":2004,"lang":"en","type":"article","venue":"Journal of Comparative Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"World Bank Group","keywords":"Computable general equilibrium; Economics; Pension; China; Obstacle; Pension system; Debt; Sustainability; Tax revenue; Value (mathematics); Revenue; Macroeconomics; Sustainable development; Finance","score_opus":0.02408364872760659,"score_gpt":0.2790445964204347,"score_spread":0.2549609476928281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073925570","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":[0.99800795,0.00021196343,0.00042345142,0.000103616265,0.00010701147,0.00008280423,0.0000059347926,0.00000673459,0.0010505157],"genre_scores_gemma":[0.9971674,0.000055396176,0.0022376291,0.000058452446,0.00040192093,6.1416966e-7,0.000022037466,0.000009961655,0.000046597186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987098,0.000016486065,0.00081081234,0.00015839991,0.00012198689,0.00018250039],"domain_scores_gemma":[0.9980314,0.000018994995,0.0013505252,0.00016701275,0.00040090064,0.000031209376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043139036,0.00018520358,0.0008215239,0.0008472864,0.000088583125,0.00015993277,0.00018241406,0.000046441648,0.00012116556],"category_scores_gemma":[0.000015644046,0.00014892792,0.0005167509,0.00066483254,0.00007927166,0.0015893715,0.00011809529,0.00013879313,0.000013058419],"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":[0.00021334288,0.00017824961,0.26609668,0.000023774217,0.0006351137,0.0000053930494,0.00020740353,0.7188582,0.001026623,0.012407103,0.0002884709,0.00005965664],"study_design_scores_gemma":[0.0012968683,0.00013776637,0.7855686,0.00004647777,0.0010837965,0.000012701603,0.00010040574,0.20378658,0.00020108934,0.0071260273,0.0003963478,0.00024332682],"about_ca_topic_score_codex":0.0009655111,"about_ca_topic_score_gemma":0.00014045517,"teacher_disagreement_score":0.51947194,"about_ca_system_score_codex":0.0002305529,"about_ca_system_score_gemma":0.000081981125,"threshold_uncertainty_score":0.6073104},"labels":[],"label_agreement":null},{"id":"W2074062133","doi":"10.2139/ssrn.927170","title":"Optimal Portfolio, Consumption-Leisure and Retirement Choice Problem with CES Utility","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Calgary","funders":"","keywords":"Portfolio; Consumption (sociology); Economics; Actuarial science; Microeconomics; Financial economics; Sociology","score_opus":0.008027295051744578,"score_gpt":0.21435977592459599,"score_spread":0.20633248087285141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074062133","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":[0.9946037,0.0015867909,0.00039063426,0.00029978927,0.000067057845,0.0002583759,0.0000015155063,0.00007153751,0.002720592],"genre_scores_gemma":[0.9968225,0.00035293994,0.00037402273,0.00012549192,0.0009727404,0.000010416062,0.00003731856,0.0000327723,0.0012718342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700546,0.000024326508,0.00048592794,0.00039694476,0.00054533634,0.0015420055],"domain_scores_gemma":[0.9989481,0.000026022231,0.0004912282,0.00020433222,0.00030673703,0.000023570752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012987201,0.00029186124,0.00032392517,0.0002705434,0.0005205296,0.00041271208,0.00022249747,0.00007782355,0.00037604923],"category_scores_gemma":[0.000028921022,0.00023395871,0.00010293692,0.00042108342,0.00011570345,0.0011346354,0.00008637912,0.00078704534,0.00005278858],"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":[0.00009639356,0.00009572087,0.9526188,0.00005236612,0.000046706748,0.000008732532,0.00000727009,0.00008014636,0.000075354816,0.04501729,0.0007686748,0.0011325926],"study_design_scores_gemma":[0.0020669086,0.0001441975,0.9232749,0.00015743064,0.0005604605,0.0001088413,0.00021128905,0.0020889835,0.000040546813,0.03390428,0.036728006,0.000714179],"about_ca_topic_score_codex":0.0016925867,"about_ca_topic_score_gemma":0.005866447,"teacher_disagreement_score":0.03595933,"about_ca_system_score_codex":0.00021513105,"about_ca_system_score_gemma":0.00028461707,"threshold_uncertainty_score":0.95405596},"labels":[],"label_agreement":null},{"id":"W2076117562","doi":"10.1353/lar.2007.0024","title":"Social Security in Latin America: Pension and Health Care Reforms in the Last Quarter Century","year":2007,"lang":"en","type":"article","venue":"Latin American Research Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Political science; Social security; Quarter (Canadian coin); Decentralization; Economic history; Humanities; History; Art","score_opus":0.059961408378433674,"score_gpt":0.3806243736520103,"score_spread":0.32066296527357663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076117562","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":[0.9396608,0.027657662,0.0000051754296,0.01774119,0.00007032126,0.0023647407,0.0000054124207,0.000057836798,0.012436883],"genre_scores_gemma":[0.9790889,0.012159292,0.00013644707,0.008068247,0.00037357907,0.00004464554,0.00008874427,0.000023570321,0.000016563636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676085,0.00028257494,0.0007287645,0.00045965303,0.00097250106,0.0007956749],"domain_scores_gemma":[0.9988161,0.00016900514,0.0003812961,0.00034917897,0.00025300836,0.000031465002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050110933,0.00021370019,0.00064458797,0.0005070179,0.00034825352,0.00014150038,0.0003534462,0.000039580224,0.00009983251],"category_scores_gemma":[0.00033740795,0.0001455557,0.000105838335,0.0044223685,0.00034087707,0.00034671524,0.00025449868,0.0006813991,0.00008593464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053739946,0.00015367319,0.7344024,0.0032442177,0.0000056226067,0.000060671522,0.004199699,4.7362e-7,0.000009840079,0.0033657674,0.014881221,0.23962265],"study_design_scores_gemma":[0.0002754129,0.00005640559,0.8150349,0.0012717628,0.000011954499,4.90511e-7,0.0062532215,0.00009396708,3.7941118e-7,0.00024301471,0.17655571,0.00020276252],"about_ca_topic_score_codex":0.013381499,"about_ca_topic_score_gemma":0.015531442,"teacher_disagreement_score":0.23941989,"about_ca_system_score_codex":0.00020777386,"about_ca_system_score_gemma":0.00006312761,"threshold_uncertainty_score":0.9931885},"labels":[],"label_agreement":null},{"id":"W2076789150","doi":"10.1017/s0265052502191047","title":"THE STAGNATING FORTUNES OF THE MIDDLE CLASS","year":2002,"lang":"en","type":"article","venue":"Social Philosophy and Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Quarter (Canadian coin); Middle class; Economics; Stock (firearms); Development economics; Middle income; Demographic economics; History; Economic growth; Market economy","score_opus":0.04843311675382408,"score_gpt":0.23470170375414093,"score_spread":0.18626858700031684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076789150","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":[0.827012,0.00048673834,8.2308287e-7,0.024037825,0.00026010006,0.00024076458,0.000010013746,0.00004315003,0.14790855],"genre_scores_gemma":[0.99313873,0.000037460195,0.0000045478587,0.002158757,0.0040415074,0.000006391873,0.0000027256708,0.000013124049,0.00059677014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99915195,0.000019308469,0.00024549908,0.00013236534,0.0002413719,0.00020951046],"domain_scores_gemma":[0.9994021,0.000057118385,0.0002659426,0.00015631963,0.000111341964,0.0000071497498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018440378,0.00011975583,0.00015184266,0.000084136766,0.0011345398,0.00011823648,0.00023426802,0.00005524228,0.000054812248],"category_scores_gemma":[0.00019453929,0.00007425673,0.000154952,0.00065208715,0.00022282242,0.00028778965,0.00017632614,0.00010459551,0.000023054872],"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":[0.000008968253,0.000029410736,0.027423179,0.00007149357,0.000015265701,3.9685006e-7,0.0007171688,0.0000014108076,0.000057969428,0.965532,0.002321318,0.0038213956],"study_design_scores_gemma":[0.0007319093,0.000017173288,0.06900208,0.00010262081,0.00018666848,5.953001e-7,0.00047764473,0.0018879077,0.0000596996,0.747631,0.17949533,0.00040735526],"about_ca_topic_score_codex":0.0006320018,"about_ca_topic_score_gemma":0.00010350236,"teacher_disagreement_score":0.217901,"about_ca_system_score_codex":0.000014102163,"about_ca_system_score_gemma":0.000010209027,"threshold_uncertainty_score":0.87260777},"labels":[],"label_agreement":null},{"id":"W2077858763","doi":"10.1108/03068291111157230","title":"New Zealand's old‐age pension scheme and household saving","year":2011,"lang":"en","type":"article","venue":"International Journal of Social Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Pension; Life expectancy; Social security; Consumption (sociology); Retirement age; Population; Variable (mathematics); Unemployment; Population ageing; Inflation (cosmology); Labour economics; Macroeconomics; Finance","score_opus":0.030332596413093587,"score_gpt":0.22420926144283865,"score_spread":0.19387666502974507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077858763","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":[0.99594265,0.000031640862,0.00003400587,0.0004764768,0.00090212876,0.000040210358,0.0000025641323,0.000014859651,0.0025554784],"genre_scores_gemma":[0.9925044,0.000077776385,0.0019733412,0.0011132753,0.0036573478,4.4512416e-7,0.000009487589,0.000022080883,0.00064185343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999057,0.0000056251292,0.0004940938,0.00013493498,0.0001726231,0.00013572197],"domain_scores_gemma":[0.99893713,0.000018639797,0.00069947,0.000060707906,0.00026115507,0.000022918446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029983243,0.00012464516,0.00023496833,0.00030610163,0.00009346162,0.000246142,0.0003136924,0.000067111985,0.00039294083],"category_scores_gemma":[0.00006889832,0.00012575802,0.0001545581,0.00007644027,0.000038435974,0.0013345628,0.0001580602,0.00014269557,0.000034492903],"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":[0.00044539807,0.00013810517,0.87440276,0.000019288762,0.00022126688,0.00021374105,0.0014025167,0.000028286362,0.0009044125,0.09289716,0.018226068,0.011101001],"study_design_scores_gemma":[0.0019422192,0.000028733104,0.8671941,0.00009545232,0.00016016592,0.000042788786,0.00027407604,0.00052060833,0.00012496611,0.023555415,0.10565122,0.00041026552],"about_ca_topic_score_codex":0.00074808515,"about_ca_topic_score_gemma":0.0001922983,"teacher_disagreement_score":0.08742515,"about_ca_system_score_codex":0.00008114541,"about_ca_system_score_gemma":0.000040183117,"threshold_uncertainty_score":0.51282626},"labels":[],"label_agreement":null},{"id":"W2079815337","doi":"10.2139/ssrn.1665948","title":"Retirement Investor Risk Tolerance in Tranquil and Crisis Periods: Experimental Survey Evidence","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":54,"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 Guelph","funders":"","keywords":"Economics; Business; Monetary economics; Actuarial science","score_opus":0.017128086571372186,"score_gpt":0.25232323283206914,"score_spread":0.23519514626069696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079815337","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":[0.99519426,0.0036925531,0.000036088302,0.00034065702,0.0003882769,0.00019746128,0.0000017572862,0.000031220537,0.00011770442],"genre_scores_gemma":[0.9969417,0.0015317554,0.00011229308,0.00048011306,0.00074241776,0.000014446297,0.000007663318,0.00003524767,0.00013439565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968485,0.00009247462,0.0005836469,0.00045960984,0.00050645333,0.001509298],"domain_scores_gemma":[0.9990074,0.000065241424,0.0004145063,0.00028511387,0.00019065407,0.000037058115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044109183,0.0002945946,0.00036569423,0.00038376034,0.00039240363,0.00039623454,0.0003927949,0.0001048255,0.00025542232],"category_scores_gemma":[0.0004744405,0.00027464467,0.00012738601,0.0006395821,0.000102874066,0.0017124172,0.000112841095,0.0017778996,0.000055414508],"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":[0.0001335341,0.000100283425,0.9893884,0.000016479547,0.000016049635,0.0000063663542,0.0002157359,0.000013426221,0.0034714586,0.0055178,0.00035726203,0.0007631788],"study_design_scores_gemma":[0.0013580724,0.00010798362,0.98289895,0.0001313522,0.00010457625,0.000027064638,0.001400817,0.001966801,0.00031981003,0.0079060355,0.0031459983,0.0006325547],"about_ca_topic_score_codex":0.0071018734,"about_ca_topic_score_gemma":0.04278112,"teacher_disagreement_score":0.035679247,"about_ca_system_score_codex":0.00030377533,"about_ca_system_score_gemma":0.00038844472,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W2083008069","doi":"10.1111/1468-0335.00325","title":"The Distribution of Wealth with Uncertain Income","year":2003,"lang":"en","type":"article","venue":"Economica","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; University of Colorado Boulder; Concordia University","keywords":"Economics; Earnings; Distribution (mathematics); Distribution of wealth; Variance (accounting); Inequality; Wealth distribution; Income distribution; Dispersion (optics); Labour economics; Econometrics; Demographic economics; Finance; Mathematics","score_opus":0.008092129656220666,"score_gpt":0.20126344089036255,"score_spread":0.19317131123414188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083008069","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":[0.99026746,0.000048799437,0.00003496727,0.0002456517,0.000100759724,0.000116354284,0.0000035668302,0.000019057974,0.009163361],"genre_scores_gemma":[0.9992738,0.000011088743,0.000057182322,0.00014585625,0.00012450988,0.0000074580657,0.00004174186,0.0000090123,0.00032937658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999366,0.000010583399,0.00024638948,0.00014581953,0.000066428176,0.00016481814],"domain_scores_gemma":[0.9993987,0.00004231251,0.00025549543,0.00022515786,0.0000715283,0.0000067806022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036973524,0.00008853504,0.0001449463,0.000043799653,0.00019546744,0.000085805026,0.00013548596,0.000023287386,0.00017140547],"category_scores_gemma":[0.0000794968,0.000060505645,0.000051141324,0.00020223095,0.00006225077,0.00030572002,0.000031589556,0.000049216505,0.0001585715],"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":[0.00004010469,0.000023772805,0.7642694,0.000028569599,0.000012453456,7.145481e-7,0.000010873691,0.00016641205,0.000015090352,0.23304546,0.0019852377,0.0004019184],"study_design_scores_gemma":[0.0005777767,0.000022614884,0.5108008,0.000040478502,0.000070630216,7.2471914e-7,0.0000889626,0.0028600898,0.00015009355,0.006768695,0.47838026,0.00023891541],"about_ca_topic_score_codex":0.00034637607,"about_ca_topic_score_gemma":0.00032235048,"teacher_disagreement_score":0.476395,"about_ca_system_score_codex":0.000048194586,"about_ca_system_score_gemma":0.000028805156,"threshold_uncertainty_score":0.24673486},"labels":[],"label_agreement":null},{"id":"W2083672867","doi":"10.3138/0xt7-p31r-p07r-7426","title":"Does One Size Fit All? The CPI and Canadian Seniors","year":2006,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Inflation (cosmology); Economics; Consumer price index (South Africa); Price index; Index (typography); Inflation rate; Producer price index; Percentage point; Real interest rate; Point (geometry); Wholesale price index; Econometrics; Cost of living; Monetary policy; Monetary economics; Price level; Macroeconomics; Mathematics; Finance","score_opus":0.012966010317626236,"score_gpt":0.208819038537608,"score_spread":0.19585302821998177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083672867","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":[0.7969009,0.00012512188,6.7958626e-7,0.14556758,0.00031610604,0.0003832614,0.00008381165,0.00008538698,0.05653713],"genre_scores_gemma":[0.9575828,0.00000988992,0.000030029787,0.032506008,0.003196504,0.000020749587,0.00009979741,0.000038146773,0.00651609],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979436,0.000019694495,0.0003079242,0.00037545428,0.00026652857,0.0010868206],"domain_scores_gemma":[0.99887687,0.000057681165,0.00013267135,0.0004693758,0.00021027055,0.00025314416],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038221254,0.0002597732,0.00024341569,0.0012041889,0.0007669062,0.0012179952,0.00046332597,0.00012231253,0.0011854889],"category_scores_gemma":[0.0006086882,0.00016882824,0.00009782372,0.0014985979,0.00016035851,0.00095143274,0.00007769256,0.00017288074,0.00030237684],"study_design_candidate":"observational","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":[0.0000030341748,0.000019416848,0.5524296,0.000041655534,0.000037527734,0.000047140693,0.000085102285,0.000004878312,0.00002798336,0.2798707,0.16322884,0.0042041307],"study_design_scores_gemma":[0.00013051422,0.0000017096706,0.31732923,0.000008574133,0.000039165025,0.0000013802894,0.00004040454,0.00025263068,0.0000016863553,0.0039377655,0.6780425,0.00021448497],"about_ca_topic_score_codex":0.9967174,"about_ca_topic_score_gemma":0.9988805,"teacher_disagreement_score":0.5148136,"about_ca_system_score_codex":0.00047302828,"about_ca_system_score_gemma":0.0015072952,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W2085088497","doi":"10.2139/ssrn.1832615","title":"Lifetime Ruin Minimization: Should Retirees Hedge Inflation or Just Worry About it?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Worry; Hedge; Inflation (cosmology); Economics; Hedge fund; Actuarial science; Keynesian economics; Monetary economics; Econometrics; Psychology; Finance; Psychiatry; Physics","score_opus":0.019066492683679086,"score_gpt":0.261337499289321,"score_spread":0.2422710066056419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085088497","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":[0.9870244,0.0006045054,0.0008491221,0.003645742,0.0013019455,0.00032998473,0.0000018973625,0.00016584234,0.00607653],"genre_scores_gemma":[0.98382765,0.0005880972,0.0003204566,0.0016659681,0.0058193402,0.000011063357,0.00007764747,0.00006648581,0.007623268],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996608,0.00003055956,0.00071996206,0.0003743169,0.0006337686,0.0016333555],"domain_scores_gemma":[0.99842274,0.00005732447,0.0006312913,0.00035077153,0.00050075253,0.000037090413],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016584357,0.0003238324,0.0003451655,0.00053528725,0.00064114714,0.0006027585,0.0004961147,0.0002130185,0.0020587828],"category_scores_gemma":[0.0005870165,0.00026954405,0.00021476412,0.0011026488,0.00007987964,0.0019161145,0.00012657123,0.0018383558,0.00052105717],"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":[0.000772594,0.00033058983,0.70356804,0.00011995221,0.00018729366,0.00004195231,0.00031985767,0.00037650776,0.0028069133,0.241171,0.02224354,0.02806175],"study_design_scores_gemma":[0.004791267,0.0002775558,0.2225018,0.000512015,0.0014489671,0.00025883026,0.0021422263,0.02799243,0.000238315,0.07864154,0.65855956,0.0026355174],"about_ca_topic_score_codex":0.00020299145,"about_ca_topic_score_gemma":0.008109896,"teacher_disagreement_score":0.636316,"about_ca_system_score_codex":0.00024690246,"about_ca_system_score_gemma":0.0007587709,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W2085535826","doi":"10.3905/jwm.2002.320454","title":"Optimal Rebalancing for Taxable Portfolios","year":2002,"lang":"en","type":"article","venue":"The journal of wealth management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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 Manitoba","funders":"","keywords":"Taxable income; Portfolio; Integer (computer science); Variance (accounting); Rate of return on a portfolio; Quadratic equation; Economics; Capital gains tax; Mathematical optimization; Capital (architecture); Econometrics; Microeconomics; Computer science; Financial economics; Portfolio optimization; Mathematics; International taxation; Public economics; Tax reform; Accounting","score_opus":0.018406717422043303,"score_gpt":0.2331222366781586,"score_spread":0.2147155192561153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085535826","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":[0.8650616,0.0052202074,0.027680961,0.008052515,0.005206401,0.0044816555,0.000013475169,0.00027927608,0.08400391],"genre_scores_gemma":[0.9828579,0.00038687093,0.0038406164,0.0042631943,0.0022134585,0.000022768874,0.000009301071,0.000052479118,0.0063534495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760765,0.000023301644,0.0009530435,0.00022237703,0.0006692513,0.0005243962],"domain_scores_gemma":[0.99772304,0.00006325894,0.0013838569,0.00038980218,0.0004063961,0.0000336444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019281845,0.00024357301,0.00040217326,0.00052712776,0.00043466972,0.0001592637,0.0006446126,0.00004986681,0.00068630255],"category_scores_gemma":[0.00004737777,0.00017898758,0.00027814324,0.00071794563,0.000043497028,0.00080902246,0.00020615832,0.00018700103,0.00020310526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005503209,0.00064956944,0.074564755,0.0016064668,0.0003521847,0.00020775647,0.0003950182,0.009534605,0.00011709249,0.02007768,0.8705477,0.021396862],"study_design_scores_gemma":[0.0018902133,0.000109289904,0.017779287,0.00024534776,0.00087037095,0.000018384317,0.0005848118,0.042039964,0.000012798833,0.0012851954,0.93477273,0.00039163404],"about_ca_topic_score_codex":0.00012870558,"about_ca_topic_score_gemma":0.000055406523,"teacher_disagreement_score":0.117796265,"about_ca_system_score_codex":0.00009982861,"about_ca_system_score_gemma":0.000012268375,"threshold_uncertainty_score":0.75145316},"labels":[],"label_agreement":null},{"id":"W2087251433","doi":"10.1177/0891242408318738","title":"Banking on the Margin in Canada","year":2008,"lang":"en","type":"article","venue":"Economic Development Quarterly","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Unbanked; Disadvantaged; Socioeconomic status; Financial inclusion; Bank account; Low income; Margin (machine learning); Agency (philosophy); Business; Financial services; Economics; Finance; Demographic economics; Economic growth; Payment; Population; Sociology","score_opus":0.014453867461550921,"score_gpt":0.1686589049768547,"score_spread":0.1542050375153038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087251433","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":[0.9852816,0.000009801566,0.0000029026664,0.00054174394,0.00043962954,0.00017597334,8.475585e-7,0.000024556166,0.01352297],"genre_scores_gemma":[0.996797,0.0000014286306,0.000062363244,0.0024061645,0.00025492243,0.000033189343,0.000024062767,0.000019405625,0.00040143356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867195,0.000011639572,0.0004776791,0.00031120318,0.00018349971,0.00034401062],"domain_scores_gemma":[0.9994736,0.00005780977,0.00018704083,0.00024410694,0.000026150989,0.000011328713],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030473172,0.00019725802,0.00022341585,0.00021595538,0.0002646964,0.00008205716,0.00031585514,0.000027526801,0.002196932],"category_scores_gemma":[0.000012839086,0.00016424668,0.000046223373,0.00019634154,0.000022986622,0.0004071256,0.000028586262,0.00012095977,0.0015762742],"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":[0.000021935526,0.000024110255,0.9766867,0.000012926232,0.000012821749,0.000050107188,0.00049756595,0.0001795424,0.000004986004,0.0075108213,0.011826844,0.0031716337],"study_design_scores_gemma":[0.0003425835,0.0000063846264,0.9210982,0.00004535807,0.000006420767,0.0000016956172,0.00040217675,0.0020680467,0.000029909872,0.00077726523,0.07487972,0.0003422504],"about_ca_topic_score_codex":0.391803,"about_ca_topic_score_gemma":0.8356842,"teacher_disagreement_score":0.4438812,"about_ca_system_score_codex":0.00068066694,"about_ca_system_score_gemma":0.000545834,"threshold_uncertainty_score":0.9992011},"labels":[],"label_agreement":null},{"id":"W2087819379","doi":"10.1111/j.1539-6975.2009.01304.x","title":"<scp>Getting Feedback on Defined Contribution Pension Plans</scp>","year":2009,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"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 Waterloo","funders":"","keywords":"Pension; Demographics; Economics; Population; Population ageing; Financial market; Retirement age; Monetary economics; Demographic economics; Labour economics; Finance","score_opus":0.008460744627485,"score_gpt":0.2173240272781608,"score_spread":0.2088632826506758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087819379","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":[0.9967033,0.0005040616,0.00016946933,0.0003368064,0.0005903625,0.00013003281,0.000010196594,0.000045858043,0.0015098773],"genre_scores_gemma":[0.99574625,0.00021433998,0.0003849756,0.0017481735,0.0017938472,8.6187816e-7,0.000021489603,0.000019562525,0.00007049144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977217,0.000046359975,0.0008694839,0.00024677865,0.0007339468,0.0003817457],"domain_scores_gemma":[0.9965911,0.00025492563,0.0019251234,0.00024043173,0.00095630885,0.000032109823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011613531,0.0002642351,0.0005182382,0.00045180693,0.0003460808,0.00024931956,0.00030951388,0.00011243097,0.000031309264],"category_scores_gemma":[0.0027376434,0.00021941909,0.00031565063,0.000759875,0.00003340616,0.001303426,0.0000374045,0.00047203776,0.00023129684],"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":[0.0002485765,0.00023943711,0.9682327,0.000030297502,0.00002707165,0.0001003962,0.00008789665,0.0011834387,0.0031027002,0.0045841387,0.013999232,0.008164127],"study_design_scores_gemma":[0.0014345145,0.000094054754,0.9502701,0.0003721753,0.00012880565,0.000012874765,0.000043818723,0.0010754494,0.0005093144,0.0029518723,0.042982854,0.00012412095],"about_ca_topic_score_codex":0.00007925689,"about_ca_topic_score_gemma":0.000036728932,"teacher_disagreement_score":0.028983623,"about_ca_system_score_codex":0.00009923234,"about_ca_system_score_gemma":0.000027257107,"threshold_uncertainty_score":0.8947651},"labels":[],"label_agreement":null},{"id":"W2088962682","doi":"10.1162/jeea.2009.7.6.1169","title":"Shocks, Stocks, and Socks: Smoothing Consumption Over a Temporary Income Loss","year":2009,"lang":"en","type":"article","venue":"Journal of the European Economic Association","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption smoothing; Economics; Unemployment; Durable good; Consumption (sociology); Clothing; Welfare; Labour economics; Empirical research; Sample (material); Demographic economics; Microeconomics; Macroeconomics","score_opus":0.00887605886831364,"score_gpt":0.20984072359897796,"score_spread":0.20096466473066432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088962682","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":[0.9951772,0.00012415681,0.000021926078,0.00096649514,0.00052267633,0.00009042355,0.0000020610246,0.000018707047,0.003076332],"genre_scores_gemma":[0.99645436,0.000046552817,0.000052293464,0.0011740827,0.0017512791,1.3207725e-7,0.0000042495267,0.000017224405,0.00049980904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987932,0.00009918597,0.00061616185,0.0001346564,0.00020155426,0.00015525399],"domain_scores_gemma":[0.99758315,0.000052287585,0.002108296,0.00013939144,0.00010291101,0.000013955819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021095942,0.00013212378,0.00024155511,0.00018873186,0.00021935781,0.00030849018,0.00024234438,0.00004365322,0.000077833734],"category_scores_gemma":[0.00022020045,0.00010615326,0.0001708449,0.00009936498,0.0000181643,0.001579694,0.00010561212,0.0002121464,0.000107739455],"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":[0.000021242258,0.000020554371,0.99236757,0.000010342614,0.00002519128,0.0000049015566,0.00006031716,0.00015544146,0.00008235135,0.00032869296,0.005575646,0.0013477708],"study_design_scores_gemma":[0.0005732323,0.000011205292,0.9879376,0.00008508787,0.000118239805,0.0000039582696,0.00001839949,0.0011256286,0.000007334346,0.0013497996,0.008644399,0.0001250729],"about_ca_topic_score_codex":0.000036943213,"about_ca_topic_score_gemma":0.000019874506,"teacher_disagreement_score":0.0044299057,"about_ca_system_score_codex":0.0003874766,"about_ca_system_score_gemma":0.000023988527,"threshold_uncertainty_score":0.43288043},"labels":[],"label_agreement":null},{"id":"W2089394079","doi":"10.1111/fcsr.12038","title":"Determinants of Defined Contribution Plan Deferral","year":2013,"lang":"en","type":"article","venue":"Family and Consumer Sciences Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deferral; Revenue; Liberian dollar; Business; Actuarial science; Logistic regression; Recession; Portfolio; Quarter (Canadian coin); Plan (archaeology); Investment (military); Descriptive statistics; Finance; Economics; Medicine; Geography; Statistics; Political science","score_opus":0.08637172977867781,"score_gpt":0.3324651219310159,"score_spread":0.2460933921523381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089394079","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":[0.9969203,0.000880125,0.000016955986,0.00016050837,0.00015299172,0.00015949948,0.0000017612953,0.000009629418,0.0016982211],"genre_scores_gemma":[0.99916977,0.000168787,0.00017225515,0.00018955767,0.00017750733,0.000007835144,0.0000025857457,0.0000047013623,0.00010699195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979114,0.00006872234,0.00037983793,0.00022250558,0.0009183721,0.0004991681],"domain_scores_gemma":[0.9984916,0.00012815886,0.00020568444,0.000112292146,0.001019288,0.000043009684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025182448,0.00010764144,0.00021786876,0.00063598,0.0009765323,0.0007734141,0.00038222712,0.000051184754,0.00032778576],"category_scores_gemma":[0.00063703215,0.00007928499,0.00006563913,0.0009851771,0.0009044063,0.0017260829,0.00020236614,0.00025912104,0.00017900701],"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":[0.000021807515,0.000027851285,0.9870309,0.000017991786,0.0000042504544,0.000007977073,0.000023201448,0.0000015043067,0.0018146293,0.0030693004,0.0024117727,0.0055688014],"study_design_scores_gemma":[0.00045234835,0.00005868162,0.97903085,0.00010574431,0.000021636013,0.000015522395,0.00038280973,0.0062063793,0.00015558535,0.008732873,0.004699379,0.000138165],"about_ca_topic_score_codex":0.0013623908,"about_ca_topic_score_gemma":0.00012519637,"teacher_disagreement_score":0.008000037,"about_ca_system_score_codex":0.000018176483,"about_ca_system_score_gemma":0.000101757636,"threshold_uncertainty_score":0.75107956},"labels":[],"label_agreement":null},{"id":"W2089622583","doi":"10.2308/accr-51010","title":"The Value and Credit Relevance of Multiemployer Pension Plan Obligations","year":2014,"lang":"en","type":"article","venue":"The Accounting Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Creditor; Shareholder; Pension; Equity (law); Debt; Obligation; Business; Value (mathematics); Enterprise value; Actuarial science; Cash; Economics; Accounting; Finance; Corporate governance; Law","score_opus":0.016497029523116546,"score_gpt":0.24012233754986706,"score_spread":0.2236253080267505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089622583","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":[0.9205398,0.06380494,0.00015341038,0.007377132,0.0007229764,0.0013836973,0.0000027125848,0.00017271633,0.0058426],"genre_scores_gemma":[0.9781356,0.015133261,0.0002751793,0.005050514,0.0010323953,0.000032680284,0.00002352935,0.000036807152,0.00028005286],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855715,0.000050502404,0.0005403493,0.00023795344,0.00038139892,0.00023266405],"domain_scores_gemma":[0.9978326,0.00054648996,0.0006589253,0.0006116162,0.00034242656,0.000007942022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023740944,0.00017533406,0.00033867484,0.00006416947,0.00065824453,0.00018635136,0.00044634007,0.000035100627,0.0000624606],"category_scores_gemma":[0.0026542523,0.0000972443,0.00011904548,0.00059003517,0.00014081808,0.0005587005,0.000278926,0.00014494445,0.0001442768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006447511,0.0001228302,0.54592985,0.009383316,0.000091980684,0.00000267124,0.00020394614,0.00012784364,0.0013593835,0.2199168,0.09020549,0.13259138],"study_design_scores_gemma":[0.00026927158,0.000010172546,0.15576556,0.004067201,0.0005811479,0.000002730042,0.00003412157,0.0127534745,0.00003352497,0.00761513,0.8185544,0.00031328617],"about_ca_topic_score_codex":0.00037408853,"about_ca_topic_score_gemma":0.000097912,"teacher_disagreement_score":0.7283489,"about_ca_system_score_codex":0.0000102518525,"about_ca_system_score_gemma":0.0000101026635,"threshold_uncertainty_score":0.5062751},"labels":[],"label_agreement":null},{"id":"W2091200558","doi":"10.1016/j.jpubeco.2006.04.005","title":"Are stocks desirable in tax-deferred accounts?","year":2006,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Deferred tax; Economics; Taxable income; Tax basis; Portfolio; Monetary economics; Volatility (finance); Bond; Tax rate; Tax reform; Microeconomics; Financial economics; Business; State income tax; Finance; Public economics; Accounting; Gross income","score_opus":0.03327750321208824,"score_gpt":0.2147695522929561,"score_spread":0.18149204908086786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091200558","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":[0.9929748,0.00016248452,0.00006542789,0.00070362876,0.00044920805,0.00009376021,0.0000034527775,0.000015042888,0.0055321828],"genre_scores_gemma":[0.9961988,0.000024153826,0.00031861567,0.0009040202,0.0018139104,0.0000026865648,0.0000150828855,0.000028185623,0.000694544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828005,0.000015924363,0.0009950928,0.00019063297,0.00016427708,0.00035403238],"domain_scores_gemma":[0.9972659,0.00003906975,0.00206757,0.00021323991,0.0003937405,0.00002050396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012690685,0.00018439992,0.0004615857,0.0010199933,0.00009945533,0.00068042125,0.00042116214,0.00009870019,0.0003835461],"category_scores_gemma":[0.00021581055,0.00018037467,0.00021146904,0.00051065895,0.00003498209,0.0036640242,0.00010419245,0.00023308955,0.00012530478],"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":[0.000023279248,0.00012366954,0.98186594,0.000025630343,0.00001204613,0.000020929856,0.0000063424654,0.0010824314,0.000028116496,0.0073941187,0.008876656,0.00054082484],"study_design_scores_gemma":[0.0012021651,0.000011462553,0.80271137,0.00007371909,0.00006268563,0.000009551121,0.00015815748,0.0050548827,0.000017296816,0.012185149,0.17820445,0.00030914915],"about_ca_topic_score_codex":0.0006216872,"about_ca_topic_score_gemma":0.003310552,"teacher_disagreement_score":0.17915462,"about_ca_system_score_codex":0.00022115337,"about_ca_system_score_gemma":0.00007426616,"threshold_uncertainty_score":0.7355465},"labels":[],"label_agreement":null},{"id":"W2093655443","doi":"10.1016/j.red.2005.08.002","title":"Human capital investment and debt constraints","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Economics; Debt; Subsidy; Budget constraint; Investment (military); Human capital; Monetary economics; Fiscal policy; Context (archaeology); Creditor; Macroeconomics; Microeconomics; Market economy","score_opus":0.008641017142153394,"score_gpt":0.17882173584123026,"score_spread":0.17018071869907686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093655443","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":[0.97157145,0.000019181089,0.00007742144,0.00009357007,0.000056233035,0.00018026422,0.0000064313544,0.000063240375,0.027932215],"genre_scores_gemma":[0.99762577,0.0000020075358,0.00046566318,0.00017462204,0.00011146754,3.351534e-7,0.00005277831,0.0000116055135,0.0015557405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989923,0.000010481513,0.00017705494,0.00033771785,0.00025717533,0.00022521926],"domain_scores_gemma":[0.9993577,0.000010889772,0.00024693258,0.00023050974,0.00013309254,0.000020903704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019054119,0.00016522454,0.0002523561,0.0002834268,0.00032183185,0.000058654005,0.0002160639,0.00007515692,0.0026427822],"category_scores_gemma":[0.000014626133,0.00020156968,0.00011472282,0.00025434355,0.00040947154,0.00056311896,0.0002995207,0.00009532829,0.00035564566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018144268,0.00012578188,0.884124,0.000081693084,0.000023147231,0.00003344128,0.00042813344,0.000012697591,0.002119844,0.11158963,0.0009853676,0.0004581634],"study_design_scores_gemma":[0.0010348983,0.000011480893,0.975548,0.00006252014,0.00012524334,0.0000014912358,0.0018745167,0.00028065793,0.00012342299,0.014136558,0.006475,0.00032618293],"about_ca_topic_score_codex":0.006802591,"about_ca_topic_score_gemma":0.001070392,"teacher_disagreement_score":0.09745307,"about_ca_system_score_codex":0.000034869725,"about_ca_system_score_gemma":0.000015126913,"threshold_uncertainty_score":0.9998112},"labels":[],"label_agreement":null},{"id":"W2095361156","doi":"10.1177/1091142106292774","title":"Debt Aversion and the Demand for Loans for Postsecondary Education","year":2007,"lang":"en","type":"article","venue":"Public Finance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Debt; Subsidy; Economics; Investment (military); Payment; Finance; Cash; Student debt; Monetary economics; Actuarial science; Business; Political science","score_opus":0.013326839088831458,"score_gpt":0.256763282723967,"score_spread":0.24343644363513553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095361156","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18469805,0.7051969,0.01627999,0.060877007,0.0022196735,0.014513834,0.0000362288,0.00022354661,0.015954738],"genre_scores_gemma":[0.8044013,0.10524934,0.0061424416,0.07374652,0.0034273884,0.0014397071,0.0008916879,0.000118812866,0.0045828493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988364,0.000011074466,0.00041728606,0.00028981082,0.00014609388,0.0002993115],"domain_scores_gemma":[0.99871343,0.0001902285,0.00036134114,0.0002637786,0.00045984876,0.0000113595615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024300176,0.00016007005,0.00035175943,0.00013181829,0.00035857913,0.00016875846,0.00021326834,0.000046746307,0.000072370894],"category_scores_gemma":[0.00091569626,0.00011173029,0.00019561067,0.00051073194,0.00007572704,0.0009280291,0.000073558775,0.00006203974,0.000031387546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012650438,0.00010147777,0.018899271,0.008142614,0.00001800743,4.2191118e-7,0.000033276792,3.3227357e-7,0.000010318899,0.39562163,0.10501472,0.4720314],"study_design_scores_gemma":[0.0006910891,0.000008255756,0.016817989,0.00090708944,0.00019334913,0.0000014432206,0.000013668962,0.00042028358,0.0000039400006,0.005364778,0.975417,0.00016112186],"about_ca_topic_score_codex":0.000056177585,"about_ca_topic_score_gemma":0.00009573865,"teacher_disagreement_score":0.8704023,"about_ca_system_score_codex":0.000030776362,"about_ca_system_score_gemma":0.000069319416,"threshold_uncertainty_score":0.4556229},"labels":[],"label_agreement":null},{"id":"W2095595770","doi":"10.1111/caje.12068","title":"Social Security and Family Support","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generosity; Social security; Pension; Productivity; Inequality; Reliability (semiconductor); Business; Economics; Actuarial science; Labour economics; Economic growth; Finance; Political science; Power (physics); Market economy","score_opus":0.06863468904032222,"score_gpt":0.1774368473936632,"score_spread":0.10880215835334098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095595770","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":[0.99208015,0.00005464868,0.00000784193,0.0014048597,0.00072639954,0.0001179935,0.000019285957,0.000008745502,0.005580052],"genre_scores_gemma":[0.9931596,0.000016638427,0.000077674886,0.003428051,0.0030600743,0.0000038317366,0.000026192696,0.000043565422,0.00018435599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828005,0.000021662092,0.0007552385,0.00031651778,0.0000050464228,0.00062147836],"domain_scores_gemma":[0.9983827,0.000049851293,0.0007484162,0.00021778228,0.00029552105,0.00030575716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009614927,0.0002662476,0.00060489686,0.00089365355,0.0003407367,0.00038380083,0.00039986192,0.00015453462,0.00038975515],"category_scores_gemma":[0.00022510659,0.00031899032,0.00021766606,0.00018500486,0.00015987341,0.0011691455,0.0000434248,0.00026533217,0.00007112418],"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":[0.00004684475,0.00001150341,0.22777073,0.000087438806,0.000054023036,0.00007146365,0.00060864317,0.00012368799,0.000016695614,0.76059437,0.0079016695,0.002712948],"study_design_scores_gemma":[0.0012743708,0.0001224931,0.07170537,0.000075725,0.000241864,0.000096381234,0.00045245924,0.006296541,0.000014633538,0.37897238,0.5398526,0.0008951226],"about_ca_topic_score_codex":0.13956355,"about_ca_topic_score_gemma":0.9354124,"teacher_disagreement_score":0.79584885,"about_ca_system_score_codex":0.00046327536,"about_ca_system_score_gemma":0.00050046603,"threshold_uncertainty_score":0.9999262},"labels":[],"label_agreement":null},{"id":"W2096304226","doi":"10.55504/0884-9153.1201","title":"Financial Planning for Postsecondary Education in Canada: A Comparison of Savings and Savings Instruments Employed Across Aspiration Groups","year":2004,"lang":"en","type":"article","venue":"Journal of Student Financial Aid","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; York University","funders":"","keywords":"Government (linguistics); Higher education; Postsecondary education; State government; Business; Economics; Psychology; Economic growth; Political science; Finance; Sociology; Local government; Public administration","score_opus":0.01652045770522375,"score_gpt":0.29500627386991857,"score_spread":0.2784858161646948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096304226","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":[0.9982264,0.00031952362,0.000094873525,0.00017271083,0.00076844986,0.0003640196,0.000009277588,0.0000060448256,0.000038679216],"genre_scores_gemma":[0.9979591,0.000007995189,0.00051696855,0.00071999925,0.0007297021,0.000011379047,0.000023772734,0.000019098585,0.0000120142195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756515,0.000011365458,0.0012714413,0.00023293505,0.0005927739,0.0003263503],"domain_scores_gemma":[0.9977314,0.000035133336,0.001533978,0.0001109958,0.00056377635,0.000024724979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005675586,0.00022687585,0.0006318994,0.00036295402,0.00022017267,0.00012512413,0.00027743302,0.00008873154,0.000011067591],"category_scores_gemma":[0.00036379413,0.00022718484,0.00012831575,0.00047999262,0.000043553915,0.0012357277,0.00013861775,0.0002444134,0.0000012261692],"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":[0.0002891656,0.00030980093,0.984779,0.00014819062,0.000010240481,0.000007724473,0.0010434065,0.0002583939,0.0004725137,0.0011281761,0.0006171524,0.010936215],"study_design_scores_gemma":[0.0022869033,0.00017807756,0.9921259,0.00056718575,0.00007917467,0.000003614673,0.00068022485,0.00006307219,0.0002037837,0.0014999311,0.0020926078,0.00021947203],"about_ca_topic_score_codex":0.10818652,"about_ca_topic_score_gemma":0.3600851,"teacher_disagreement_score":0.25189856,"about_ca_system_score_codex":0.0005310319,"about_ca_system_score_gemma":0.0016054702,"threshold_uncertainty_score":0.9264329},"labels":[],"label_agreement":null},{"id":"W2097108404","doi":"10.1002/jae.1039","title":"Public insurance and private savings: who is affected and by how much?","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Econometrics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"Medicaid; Quantile regression; Economics; Incentive; Asset (computer security); Net worth; Poverty; Demographic economics; Instrumental variable; Labour economics; Econometrics; Microeconomics; Finance; Economic growth","score_opus":0.02846870287850224,"score_gpt":0.18608636768587644,"score_spread":0.1576176648073742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097108404","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":[0.996179,0.00093012943,0.00006978462,0.0006432771,0.00009516426,0.000119963275,0.000005217545,0.000017666698,0.0019398014],"genre_scores_gemma":[0.99674976,0.0010930938,0.00045717572,0.0011684146,0.00037923802,0.0000022683375,0.000007115494,0.0000230534,0.000119854136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877614,0.0000048698953,0.00045604102,0.0002465272,0.00025919077,0.00025724873],"domain_scores_gemma":[0.9985585,0.000067543224,0.0009414368,0.00014930339,0.00023706611,0.000046150137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049185473,0.000196189,0.00047413222,0.0015035362,0.00022748801,0.0004232406,0.00020557414,0.000085006424,0.00007774494],"category_scores_gemma":[0.0002611797,0.00018096933,0.000082295635,0.0019572536,0.000092331145,0.0015818815,0.000139955,0.00020118213,0.000013172708],"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":[0.00003997169,0.00008665962,0.96583647,0.00011010421,0.00004973992,0.000013021894,0.000108556094,0.0000020827129,0.0004772117,0.0027490614,0.02504986,0.0054772417],"study_design_scores_gemma":[0.0014807789,0.000039893748,0.86351436,0.000035625184,0.000088960915,0.000022578091,0.00007296004,0.0007453304,0.0002244109,0.0018090473,0.13156217,0.0004038977],"about_ca_topic_score_codex":0.000013955378,"about_ca_topic_score_gemma":0.0000038099759,"teacher_disagreement_score":0.10651231,"about_ca_system_score_codex":0.00004457865,"about_ca_system_score_gemma":0.000017204911,"threshold_uncertainty_score":0.7379715},"labels":[],"label_agreement":null},{"id":"W2097946044","doi":"10.2139/ssrn.1860958","title":"The Future of Retirement and the Pension System: How the Public’s Expectations Vary Over Time and Across Socio-Economic Groups","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université Laval","funders":"","keywords":"Pension; Economics; Pension system; Retirement age; Labour economics; Business; Finance","score_opus":0.008778011581158023,"score_gpt":0.2033482616242454,"score_spread":0.1945702500430874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097946044","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":[0.98101234,0.009862615,0.000046054538,0.0077804583,0.00032645965,0.0003360065,0.0000024092092,0.000024040595,0.0006096386],"genre_scores_gemma":[0.9963177,0.0020578553,0.000012652165,0.00021965221,0.0010138456,0.00001229871,0.0000059818576,0.00002076445,0.00033928538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981732,0.000103145634,0.00036448392,0.00020394304,0.00029134314,0.00086393586],"domain_scores_gemma":[0.9987858,0.00012395451,0.000589821,0.00028279048,0.00020295782,0.000014673132],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003202786,0.00018349204,0.00023383064,0.000070221184,0.0016884176,0.0005352553,0.00037903723,0.000060126204,0.000033000597],"category_scores_gemma":[0.000068761416,0.00008946281,0.0001492796,0.00017747185,0.00031922685,0.0008797954,0.00021602689,0.0005456963,0.000021169853],"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":[0.0002834604,0.00003515799,0.032980774,0.00003461013,0.00023273291,0.0000024606347,0.00218159,0.0000016767373,0.0000710147,0.95789737,0.001746183,0.004532961],"study_design_scores_gemma":[0.012401747,0.00036249033,0.2520308,0.00038695367,0.0024653631,0.00055611855,0.33998668,0.025451258,0.000050529772,0.30821428,0.056285348,0.0018084346],"about_ca_topic_score_codex":0.00023836175,"about_ca_topic_score_gemma":0.0015186464,"teacher_disagreement_score":0.6496831,"about_ca_system_score_codex":0.00021008751,"about_ca_system_score_gemma":0.00014752963,"threshold_uncertainty_score":0.99961126},"labels":[],"label_agreement":null},{"id":"W2098296388","doi":"10.1257/mac.2.2.165","title":"Accounting for the Rise in Consumer Bankruptcies","year":2010,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Bankruptcy; Usury; Database transaction; Economics; Monetary economics; Business; Transaction cost; Accounting; Finance","score_opus":0.007804019598898935,"score_gpt":0.23277575834691094,"score_spread":0.22497173874801202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098296388","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":[0.99478805,0.00012511139,0.0000534484,0.0017055008,0.0016599051,0.00029561404,0.00001065327,0.000030025478,0.0013316809],"genre_scores_gemma":[0.99364394,0.00016013505,0.00077950757,0.002451415,0.0027276045,0.000035779987,0.0000072076705,0.00005576846,0.00013864644],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982173,0.0000101973765,0.00082055444,0.0003416149,0.00006523916,0.00054510846],"domain_scores_gemma":[0.9980382,0.00033682582,0.0011277131,0.0003676677,0.000102256156,0.000027352593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012829442,0.00026678317,0.00047015428,0.0004077042,0.00047275444,0.00090368197,0.0006811927,0.000055112385,0.00071887375],"category_scores_gemma":[0.00021034552,0.00022819504,0.00028131122,0.00018143187,0.00040459953,0.0014121878,0.00016373974,0.00051690306,0.0005203722],"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":[0.000090072754,0.000031238844,0.9556964,0.000014261104,0.00004737377,0.0000039787215,0.00007315291,0.0009311675,0.00016776603,0.010488768,0.0052731945,0.0271826],"study_design_scores_gemma":[0.0011762938,0.000017486727,0.2266348,0.000018484889,0.00015736038,0.00003424044,0.0009086411,0.059650917,0.000035837213,0.0050448235,0.705739,0.0005820753],"about_ca_topic_score_codex":0.0019096896,"about_ca_topic_score_gemma":0.006131118,"teacher_disagreement_score":0.7290616,"about_ca_system_score_codex":0.0001468023,"about_ca_system_score_gemma":0.00010617013,"threshold_uncertainty_score":0.93055236},"labels":[],"label_agreement":null},{"id":"W2099120551","doi":"10.1177/0886368711401868","title":"California’s Public Sector Pension Plans in Perspective","year":2011,"lang":"en","type":"article","venue":"Compensation & Benefits Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Recession; Public sector; Quarter (Canadian coin); Perspective (graphical); Business; Economics; Accounting; Finance; Geography; Economy","score_opus":0.09022038325826466,"score_gpt":0.2536770878524496,"score_spread":0.16345670459418493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099120551","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":[0.8456169,0.06891718,0.0001242383,0.0045868303,0.000837609,0.0032519742,0.000053029446,0.0005298647,0.07608238],"genre_scores_gemma":[0.98880833,0.004792682,0.00031987132,0.0052674776,0.000352971,0.000053673655,0.000235836,0.000040715982,0.00012845537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981342,0.00004454462,0.00063918706,0.00046897828,0.00038570908,0.00032741207],"domain_scores_gemma":[0.9984864,0.000032820022,0.00040637574,0.0003923534,0.00065634813,0.000025731404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066749065,0.00026434942,0.00051844947,0.00044150453,0.00014544041,0.00010885885,0.00030212608,0.00006946178,0.0045361654],"category_scores_gemma":[0.00034336053,0.00023842935,0.00017413605,0.0012969811,0.00003718898,0.0010101496,0.00015457509,0.00016259192,0.002468499],"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":[0.00003991989,0.00033054402,0.68868357,0.0018218472,0.000023124776,0.000025500673,0.0002565886,0.000015970421,0.00005287206,0.28995875,0.0073383423,0.011452982],"study_design_scores_gemma":[0.00075094117,0.00002299453,0.77925634,0.004308105,0.0002751714,0.0000057919674,0.00015141099,0.0018573416,0.000017938242,0.004023482,0.20853375,0.0007967582],"about_ca_topic_score_codex":0.0013616991,"about_ca_topic_score_gemma":0.0027698819,"teacher_disagreement_score":0.28593528,"about_ca_system_score_codex":0.00013632777,"about_ca_system_score_gemma":0.0000402923,"threshold_uncertainty_score":0.9983082},"labels":[],"label_agreement":null},{"id":"W2099124875","doi":"","title":"Does the Social Safety Net Improve Welfare? A Dynamic General Equilibrium Analysis","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Safety net; Crowding out; Welfare; Counterfactual thinking; Crowds; Social insurance; Economics; Key person insurance; Public economics; Self-insurance; General equilibrium theory; Actuarial science; Business; Insurance policy; Health care; Health policy; Microeconomics; Economic growth; Monetary economics; Environmental health; Medicine","score_opus":0.013391803417532516,"score_gpt":0.2786341285471612,"score_spread":0.26524232512962864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099124875","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":[0.97248596,0.00006007106,0.0000040545942,0.0037542554,0.0009504491,0.0012436503,0.000093364426,0.00009574109,0.021312479],"genre_scores_gemma":[0.98903304,0.0005457563,0.00015870013,0.00048632387,0.0024012218,0.00034163872,0.000916557,0.00011231993,0.0060044667],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9949661,0.0001961481,0.0013090769,0.0015411846,0.00068372855,0.0013037769],"domain_scores_gemma":[0.9968919,0.00019592646,0.0007874617,0.0015718311,0.0005049457,0.00004789005],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027024003,0.0006314704,0.0011805577,0.0016807253,0.00079565035,0.0015297369,0.0018411672,0.0005533257,0.001579749],"category_scores_gemma":[0.0003864692,0.00042976992,0.0010248487,0.0012545356,0.0004758637,0.00069682405,0.004251995,0.0017715343,0.0001249033],"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":[0.0009813667,0.00086327957,0.64976007,0.0018424222,0.004288009,0.00011510768,0.0012901588,0.066027366,0.0010895889,0.021482049,0.0020609396,0.25019962],"study_design_scores_gemma":[0.0006637749,0.0000142617955,0.28801477,0.000067440305,0.0007798739,4.2208228e-7,0.0005758205,0.6405002,0.000009506379,0.004704755,0.063575834,0.0010933307],"about_ca_topic_score_codex":0.0047702896,"about_ca_topic_score_gemma":0.0056268517,"teacher_disagreement_score":0.57447284,"about_ca_system_score_codex":0.00089324836,"about_ca_system_score_gemma":0.00019717531,"threshold_uncertainty_score":0.9998154},"labels":[],"label_agreement":null},{"id":"W2099366258","doi":"10.1017/s1474747205002106","title":"Market experience with modeling for defined-benefit pension funds: evidence from four countries","year":2005,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Pension; Business; Actuarial science; Finance; Risk management; Pension fund; Accounting","score_opus":0.031268785921852865,"score_gpt":0.228420000072469,"score_spread":0.19715121415061612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099366258","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":[0.995202,0.0015083676,0.0015477833,0.0012355779,0.00020505337,0.00016893185,0.000009485828,0.000009708028,0.000113097056],"genre_scores_gemma":[0.9792584,0.005105976,0.013530313,0.0009436242,0.00093582633,0.000008799821,0.000005115002,0.000026453987,0.00018547068],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854016,0.0000053540152,0.00071429263,0.00032389342,0.00014969814,0.00026662584],"domain_scores_gemma":[0.99811184,0.0001790045,0.0008376304,0.00025249794,0.00059621956,0.000022801138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046737722,0.00022710858,0.00047561564,0.00022827265,0.00035250213,0.00031119463,0.00024331822,0.000072434166,0.00007334371],"category_scores_gemma":[0.00017970767,0.00018970596,0.0001373912,0.0001508257,0.0000670204,0.0025587864,0.00011349944,0.00012998236,0.000014755185],"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":[0.006149754,0.00036269246,0.6266049,0.00026911878,0.00016920002,0.00009971587,0.0015052462,0.2374867,0.00088364026,0.09511129,0.011333439,0.0200243],"study_design_scores_gemma":[0.0012010798,0.00008646956,0.03999793,0.00075427984,0.00021385726,0.000030043353,0.00019705437,0.8642503,0.00006044968,0.0039293864,0.08880256,0.00047657223],"about_ca_topic_score_codex":0.00028440397,"about_ca_topic_score_gemma":0.00092237577,"teacher_disagreement_score":0.6267636,"about_ca_system_score_codex":0.000059788024,"about_ca_system_score_gemma":0.00006138474,"threshold_uncertainty_score":0.77359843},"labels":[],"label_agreement":null},{"id":"W2101104850","doi":"10.1016/j.chieco.2014.05.011","title":"Consumption risk sharing and self-insurance across provinces in China: 1952–2008","year":2014,"lang":"en","type":"article","venue":"China Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"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":"National Natural Science Foundation of China","keywords":"China; Sample (material); Consumption (sociology); Extant taxon; Period (music); Economics; Demographic economics; Degree (music); Business; Geography","score_opus":0.010073359587249094,"score_gpt":0.2425707606489848,"score_spread":0.23249740106173572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101104850","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":[0.9778109,0.019819543,0.000005905673,0.0001685491,0.00019117277,0.0004787307,0.000005330434,0.000081541264,0.0014382933],"genre_scores_gemma":[0.9455871,0.053330928,0.000081329796,0.00045514246,0.00037180076,0.000038996684,0.00003166961,0.000023865357,0.00007914576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984108,0.000031183656,0.0006355048,0.00053557137,0.000082593586,0.00030433634],"domain_scores_gemma":[0.99897516,0.000024185343,0.0005928236,0.00036781534,0.000022949647,0.000017098007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014388853,0.0002447577,0.0005928803,0.00010630092,0.00022064986,0.0002513939,0.00027707414,0.000051637682,0.00017745348],"category_scores_gemma":[0.0001439784,0.00022386233,0.00011448713,0.000167604,0.000053514712,0.0012759588,0.0002176328,0.00015841171,0.00062189694],"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":[0.0000053428457,0.000025327587,0.98398995,0.0023496738,0.00000731051,0.000001192173,0.000043039592,0.000025268811,0.0000014610063,0.0012494527,0.0003836457,0.011918307],"study_design_scores_gemma":[0.000421358,0.000005366762,0.93283105,0.0013697115,0.00006730194,0.000001722901,0.000002439473,0.012382781,0.0000016414049,0.00075100217,0.051894084,0.00027155428],"about_ca_topic_score_codex":0.0013920177,"about_ca_topic_score_gemma":0.0009742102,"teacher_disagreement_score":0.05151044,"about_ca_system_score_codex":0.00007767505,"about_ca_system_score_gemma":0.0000112261005,"threshold_uncertainty_score":0.9128841},"labels":[],"label_agreement":null},{"id":"W2101988047","doi":"10.2139/ssrn.2262770","title":"The Nature of Countercyclical Income Risk","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":33,"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":"Recession; Earnings; Business cycle; Economics; Skewness; Shock (circulatory); Monetary economics; Earnings growth; Demographic economics; Econometrics; Macroeconomics; Finance","score_opus":0.00401612819830947,"score_gpt":0.22069872089923467,"score_spread":0.21668259270092521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101988047","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":[0.9914848,0.005671967,0.00012978501,0.00033074972,0.00054002955,0.00009152612,0.0000011012868,0.000023664428,0.0017263824],"genre_scores_gemma":[0.995235,0.0015021662,0.00001990267,0.00024963633,0.0024586641,0.0000026256687,0.0000048714674,0.000022530368,0.00050459104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721515,0.0000382017,0.00041999196,0.00012611892,0.0004869772,0.0017135654],"domain_scores_gemma":[0.9988425,0.00008582148,0.00057472015,0.00024132371,0.0002374714,0.000018156205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003395783,0.00016432477,0.00021646266,0.00016383872,0.00055062416,0.0001449113,0.00045388527,0.00011872688,0.00008095752],"category_scores_gemma":[0.00036982982,0.00010543388,0.00022330135,0.00048893224,0.000077503304,0.0009647511,0.000119315184,0.002064864,0.00013735084],"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":[0.000055732464,0.00004719386,0.7459839,0.000007825703,0.000050139286,4.522188e-7,0.000019618195,0.0000034478232,0.00005163153,0.2506708,0.00044556623,0.002663726],"study_design_scores_gemma":[0.00093985396,0.000056727375,0.6094662,0.00006654983,0.00051661266,0.00005188537,0.00071680994,0.0007013644,0.000055340653,0.20268835,0.1843014,0.00043888303],"about_ca_topic_score_codex":0.00022052137,"about_ca_topic_score_gemma":0.00085118396,"teacher_disagreement_score":0.18385585,"about_ca_system_score_codex":0.0002202478,"about_ca_system_score_gemma":0.00015845674,"threshold_uncertainty_score":0.8970921},"labels":[],"label_agreement":null},{"id":"W2103399183","doi":"10.2139/ssrn.2549065","title":"Reforming Old Age Security: Effects and Alternatives","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Revenue; Government (linguistics); Net income; Low income; Economics; Business; Old Age Security; Social security; Demographic economics; Safety net; Labour economics; Finance; Medicine; Environmental health","score_opus":0.0037167818774541624,"score_gpt":0.2024753067792752,"score_spread":0.19875852490182103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103399183","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":[0.9948393,0.000775329,0.00037363017,0.00023423905,0.00021541983,0.000107263804,1.6330257e-7,0.000051853043,0.0034027996],"genre_scores_gemma":[0.99582726,0.000489387,0.00003855048,0.0007863246,0.0017985867,0.0000035930318,0.0000067888163,0.000029557204,0.001019943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977734,0.0000321975,0.0002824949,0.0002574518,0.00032712033,0.001327325],"domain_scores_gemma":[0.99936825,0.000049297465,0.00029371143,0.000162719,0.00010521362,0.0000208311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016589428,0.00020822608,0.0002736012,0.00032024537,0.00036943192,0.00029991957,0.0002411877,0.00005642039,0.000027564467],"category_scores_gemma":[0.00023775749,0.00017327764,0.00011508802,0.00030530326,0.000051865965,0.0011259402,0.00013216387,0.0007941247,0.00006942927],"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":[0.000058939946,0.00006757501,0.28565857,0.00014224205,0.00009391542,0.000027762859,0.00020953675,0.0000065461227,0.0010116488,0.6811397,0.00016516064,0.031418376],"study_design_scores_gemma":[0.001951981,0.00015827492,0.05819439,0.00025349358,0.00034488278,0.000087041095,0.00044628384,0.0050385576,0.00021185768,0.88595825,0.046631355,0.00072361244],"about_ca_topic_score_codex":0.00040514604,"about_ca_topic_score_gemma":0.0011012666,"teacher_disagreement_score":0.22746418,"about_ca_system_score_codex":0.00019924261,"about_ca_system_score_gemma":0.000067811394,"threshold_uncertainty_score":0.70660573},"labels":[],"label_agreement":null},{"id":"W2103407835","doi":"10.1080/01488376.2012.754828","title":"Cash-Flow and Savings Practices of Low-Income Households: Evidence From a Follow-Up Study of IDA Participants","year":2013,"lang":"en","type":"article","venue":"Journal of Social Service Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Latent class model; Cash flow; Psychological intervention; Class (philosophy); Cash; Cash management; Actuarial science; Ordinal regression; Low income; Business; Economics; Demographic economics; Finance; Psychology; Computer science","score_opus":0.15628342853474214,"score_gpt":0.3865981271505624,"score_spread":0.23031469861582027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103407835","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":[0.9979661,0.00035432776,0.0000015270356,0.0010555893,0.00012889573,0.00041117487,0.0000027589956,0.000008414527,0.00007122068],"genre_scores_gemma":[0.9987568,0.00009079687,0.0001239891,0.000119680226,0.00082196813,0.000011247241,0.0000015520275,0.000025457217,0.000048481008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99609727,0.00022855162,0.0010332954,0.00025318065,0.001933887,0.00045383553],"domain_scores_gemma":[0.99268484,0.00073649385,0.002267178,0.00023970033,0.004023629,0.00004814153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036685267,0.00017169399,0.0006561165,0.000468645,0.00030926857,0.0003545775,0.0006332656,0.0001041871,0.0003951876],"category_scores_gemma":[0.0022911027,0.0001448197,0.00013651741,0.0017056891,0.000104000086,0.0035186617,0.0005203929,0.0004645257,0.000046187994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043775822,0.0005865367,0.9780779,0.0006347556,0.00015410082,0.00003070184,0.0072730277,0.000013674902,0.011144443,0.00003145194,0.00067686907,0.0009388035],"study_design_scores_gemma":[0.0014004237,0.00018007362,0.9822629,0.00083147734,0.0003060475,8.512723e-7,0.012347104,0.001403473,0.00027120634,0.0006929718,0.00014355002,0.00015991779],"about_ca_topic_score_codex":0.04999531,"about_ca_topic_score_gemma":0.006725815,"teacher_disagreement_score":0.043269493,"about_ca_system_score_codex":0.00006967687,"about_ca_system_score_gemma":0.00012432152,"threshold_uncertainty_score":0.95633084},"labels":[],"label_agreement":null},{"id":"W2104605928","doi":"10.5430/ijba.v3n6p45","title":"An Actuarial Analysis of the Payout Options in Nigeria’s Contributory Pension Scheme","year":2012,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Annuity; Pension; Life annuity; Actuarial science; Scheme (mathematics); Economics; Business; Finance; Mathematics","score_opus":0.017881397467954932,"score_gpt":0.27935688024425603,"score_spread":0.2614754827763011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104605928","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":[0.99649805,0.00004613879,0.00063541916,0.0007910578,0.0017354053,0.00010138978,0.000010621341,0.0000079629845,0.00017395342],"genre_scores_gemma":[0.99752194,0.000013673088,0.0003096793,0.00023871983,0.0017482797,0.0000028326385,0.00013337699,0.000010644972,0.000020882602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979272,0.00004567469,0.0009122993,0.00013158623,0.00081412774,0.00016911584],"domain_scores_gemma":[0.99616045,0.000052862826,0.0013794412,0.00023916776,0.0021472531,0.000020836118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093615823,0.00014406933,0.00034305648,0.0009958799,0.000074484924,0.00017276152,0.0005765143,0.00008245556,0.00033023805],"category_scores_gemma":[0.00078744633,0.00011010871,0.0002566355,0.0014878135,0.00006108649,0.0026989349,0.00009590936,0.00014226706,0.000008360356],"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":[0.00030006457,0.00052481465,0.9813385,0.000011512866,0.00017395124,0.00000798992,0.000100488855,0.0011807428,0.0096693495,0.0061248946,0.00015727611,0.00041041346],"study_design_scores_gemma":[0.0005884246,0.000012312381,0.99185926,0.000066709814,0.0004385977,0.000005804242,0.000106556625,0.0047984505,0.00033876693,0.00027784263,0.0013889075,0.00011837453],"about_ca_topic_score_codex":0.00016969716,"about_ca_topic_score_gemma":0.0006592349,"teacher_disagreement_score":0.010520752,"about_ca_system_score_codex":0.000104839964,"about_ca_system_score_gemma":0.00013823973,"threshold_uncertainty_score":0.4490103},"labels":[],"label_agreement":null},{"id":"W2104720488","doi":"10.1257/aer.98.5.2163","title":"The Effect of Credit Constraints on the College Drop-Out Decision: A Direct Approach Using a New Panel Study","year":2008,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":270,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Attrition; Drop out; Economics; Panel data; Drop (telecommunication); Work (physics); Econometrics; Demographic economics; Computer science; Engineering","score_opus":0.04392437425040578,"score_gpt":0.2712058665567974,"score_spread":0.2272814923063916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104720488","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":[0.97691596,0.0046252105,0.00003977532,0.00031399587,0.00030486315,0.002385565,0.000007715628,0.00004178361,0.015365123],"genre_scores_gemma":[0.9947636,0.0032104603,0.00010748488,0.0011043157,0.00050193834,0.000062593994,0.0000066642497,0.000033347696,0.00020961056],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980435,0.00018393494,0.0007917405,0.00043478332,0.00025530567,0.0002907669],"domain_scores_gemma":[0.9971776,0.000949238,0.0010079575,0.00078278786,0.000058859696,0.000023549535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001889593,0.00030267666,0.0010153952,0.000104812076,0.00045230586,0.00007505078,0.00059928047,0.000021032974,0.00031018507],"category_scores_gemma":[0.00065626286,0.00016655424,0.0003565007,0.0005471457,0.00051675324,0.0002304102,0.00017639177,0.000133608,0.00032293837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043607422,0.00037709414,0.55620164,0.00090541446,0.00057148957,0.000053010117,0.00029360736,0.00025379437,0.000023493118,0.0024637645,0.1239279,0.31449273],"study_design_scores_gemma":[0.005774511,0.0016845358,0.24443218,0.0078108115,0.005949859,0.000091670045,0.0020076467,0.03422182,0.000062965075,0.00037398058,0.6944583,0.0031317116],"about_ca_topic_score_codex":0.0010104114,"about_ca_topic_score_gemma":0.000082797764,"teacher_disagreement_score":0.5705304,"about_ca_system_score_codex":0.0000875142,"about_ca_system_score_gemma":0.00008581015,"threshold_uncertainty_score":0.6791885},"labels":[],"label_agreement":null},{"id":"W2104824302","doi":"10.1080/10920277.2000.10595900","title":"“Investing for Retirement: Optimal Capital Growth and Dynamic Asset Allocation”, Hans U. Gerber and Elias S.W. Shiu, April 2000","year":2000,"lang":"en","type":"article","venue":"North American Actuarial Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Asset (computer security); Capital (architecture); Economics; Asset allocation; Mathematical economics; Financial economics; History; Computer science; Ancient history; Computer security","score_opus":0.008374826455513976,"score_gpt":0.22171276491601463,"score_spread":0.21333793846050064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104824302","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":[0.9972971,0.00009906558,0.00053783436,0.00073174166,0.0002521353,0.00032481545,0.000018120956,0.00005993921,0.00067923276],"genre_scores_gemma":[0.9895753,0.00018522042,0.006597878,0.0015448439,0.0016098998,0.00001768553,0.00013469023,0.00005655563,0.0002778911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773884,0.00003341697,0.0006564612,0.0004990324,0.00048256983,0.0005896813],"domain_scores_gemma":[0.9987032,0.00009349045,0.0006226456,0.00019724,0.0002853694,0.00009806337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004418253,0.00036699235,0.00048564808,0.00034028286,0.000791909,0.00091056817,0.00025684264,0.000059233516,0.0005320501],"category_scores_gemma":[0.00028415612,0.00034649915,0.00014922708,0.000601721,0.00036936437,0.0014998282,0.00008977714,0.00031242834,0.000037506194],"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":[0.0008243362,0.00019474355,0.9109225,0.0001575912,0.00018630957,0.000059984945,0.0013687026,0.0005262277,0.0008372705,0.0006296991,0.00459085,0.07970176],"study_design_scores_gemma":[0.0029962896,0.00024063919,0.93975395,0.00012387586,0.00083005405,0.00008417687,0.0007096869,0.03474923,0.000026170119,0.00072556676,0.018551594,0.0012087642],"about_ca_topic_score_codex":0.0016127657,"about_ca_topic_score_gemma":0.0011637434,"teacher_disagreement_score":0.078493,"about_ca_system_score_codex":0.00007366144,"about_ca_system_score_gemma":0.00011296268,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W2105122929","doi":"10.3138/infor.47.2.151","title":"Public versus Private Retirement Pensions: A Stackelberg Differential Game","year":2009,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Junta de Castilla y León","keywords":"Social security; Pension; Stackelberg competition; Government (linguistics); Private pension; Economics; Business; Distribution (mathematics); Labour economics; Debt; Differential (mechanical device); Finance; Microeconomics; Market economy","score_opus":0.11611419269110315,"score_gpt":0.3273157914605351,"score_spread":0.21120159876943193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105122929","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":[0.97067434,0.000113082206,0.00029526345,0.0019261574,0.00066132494,0.0012629034,0.000019881416,0.0001114263,0.024935646],"genre_scores_gemma":[0.9972884,0.000043192624,0.00007267532,0.00067848695,0.0007036946,0.000076272445,0.0006453466,0.000008570312,0.00048337295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668944,0.00004058742,0.00083526154,0.00021117527,0.0017520037,0.00047153296],"domain_scores_gemma":[0.9973274,0.000100335936,0.00022317936,0.00029123403,0.0020064202,0.000051413866],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014544195,0.00020052954,0.00024769493,0.0009738831,0.0007457727,0.0031073291,0.0002682818,0.00010878964,0.0003624005],"category_scores_gemma":[0.0008671346,0.00016842895,0.00007379566,0.00091093685,0.00008417149,0.007386089,0.00020719845,0.00025472406,0.0009189766],"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":[0.00032599497,0.00006618505,0.011597145,0.0001590534,0.000024578276,0.0000027212477,0.00026820225,0.00021815693,0.00022419126,0.97092104,0.0120677315,0.0041250116],"study_design_scores_gemma":[0.003065492,0.00017057735,0.10402204,0.00018714565,0.00003213946,0.000003557402,0.00063265,0.09640206,0.000040799918,0.00088867877,0.79400903,0.000545808],"about_ca_topic_score_codex":0.00042967335,"about_ca_topic_score_gemma":0.000047142326,"teacher_disagreement_score":0.97003233,"about_ca_system_score_codex":0.0001254942,"about_ca_system_score_gemma":0.00011706921,"threshold_uncertainty_score":0.9998589},"labels":[],"label_agreement":null},{"id":"W2105162348","doi":"10.1093/geronb/60.5.s238","title":"Until Death Do Us Part: An Analysis of the Economic Well-Being of Widows in Four Countries","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Aberystwyth University; University of Michigan; University of Essex; Center for Retirement Research, Boston College; U.S. Social Security Administration","keywords":"Demographic economics; Social security; Distribution (mathematics); Economics; Government (linguistics); Income distribution; Household income; Development economics; Labour economics; Geography; Inequality","score_opus":0.02281113106003825,"score_gpt":0.2648176651537696,"score_spread":0.24200653409373135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105162348","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":[0.99533814,0.0006242165,0.000009045156,0.0018220192,0.00016958202,0.00014123606,0.0000053276617,0.000008985769,0.0018814451],"genre_scores_gemma":[0.99859905,0.00028974985,0.00009074936,0.0005726866,0.0002666721,0.000004146602,0.0000050638932,0.000014407339,0.00015749871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998011,0.00010833406,0.0011073665,0.00020810076,0.0002692366,0.0002959657],"domain_scores_gemma":[0.99744916,0.000115631556,0.0015791662,0.0005915933,0.0002522352,0.000012211184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014666338,0.00020478525,0.0008576328,0.0005632735,0.00017361381,0.00006212624,0.0007107071,0.00009895313,0.001155169],"category_scores_gemma":[0.000109320936,0.00013149912,0.0003405474,0.0006586306,0.00033356537,0.0012317573,0.00018482642,0.0001630165,0.00001248833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019151952,0.00004008442,0.9786172,0.000036874037,0.00026181745,0.0000014860957,0.000469279,0.0103162415,0.00017644798,0.009412964,0.00024297221,0.00023311103],"study_design_scores_gemma":[0.00040459927,0.000029104902,0.97506005,0.00009461687,0.0017298523,0.000004430647,0.00049171725,0.006483557,0.00080480275,0.0021206334,0.012600015,0.00017660497],"about_ca_topic_score_codex":0.0028097369,"about_ca_topic_score_gemma":0.037060507,"teacher_disagreement_score":0.03425077,"about_ca_system_score_codex":0.00006929682,"about_ca_system_score_gemma":0.00004935685,"threshold_uncertainty_score":0.9997579},"labels":[],"label_agreement":null},{"id":"W2105379639","doi":"10.7202/601329ar","title":"Théorie du cycle de vie et rentes publiques","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.014306602912880238,"score_gpt":0.23447358182845537,"score_spread":0.22016697891557513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105379639","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":[0.8401262,0.0043069697,0.00030469,0.09733776,0.0011770251,0.00055086595,0.000028345494,0.00038352286,0.055784587],"genre_scores_gemma":[0.9392641,0.0012914415,0.0012205223,0.046903986,0.0032345152,0.00002848231,0.00022671977,0.000071279486,0.007758921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970328,0.00015707851,0.0009407865,0.00076467736,0.00017593887,0.0009287123],"domain_scores_gemma":[0.9978327,0.00022879709,0.0006332074,0.00069038675,0.0005275076,0.00008739892],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016323585,0.00059296394,0.0007263642,0.0004368671,0.00031472588,0.001588077,0.0006293759,0.0003665296,0.0028579382],"category_scores_gemma":[0.0012507812,0.0006400355,0.00045890993,0.0006707134,0.00013205626,0.004836352,0.00026174338,0.00042365544,0.0011389933],"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":[0.00009256859,0.0004597438,0.18287362,0.00022388573,0.000058500576,0.0000499765,0.00042978273,0.000104518134,0.00023136132,0.7607402,0.043139514,0.011596309],"study_design_scores_gemma":[0.0006212557,0.00006491965,0.066047825,0.0004050829,0.0002606743,0.0000074674754,0.00012049608,0.004323595,0.00039097713,0.19079526,0.7361735,0.0007889619],"about_ca_topic_score_codex":0.003371138,"about_ca_topic_score_gemma":0.0008867089,"teacher_disagreement_score":0.693034,"about_ca_system_score_codex":0.0003049316,"about_ca_system_score_gemma":0.00025239913,"threshold_uncertainty_score":0.99963874},"labels":[],"label_agreement":null},{"id":"W2105495274","doi":"10.2139/ssrn.405621","title":"Annuities and Individual Welfare","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":111,"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":"Welfare; Economics; Actuarial science; Political science; Law","score_opus":0.008734016633993312,"score_gpt":0.20266958887940917,"score_spread":0.19393557224541585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105495274","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":[0.9941087,0.0018208564,0.00013305213,0.001995016,0.00016165075,0.00008548905,0.0000014815289,0.000056057925,0.0016377164],"genre_scores_gemma":[0.9972868,0.00041622997,0.00005993577,0.0006467656,0.0011251299,0.0000027581993,0.000017181204,0.00002421527,0.00042095853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99779636,0.000008662321,0.0002740194,0.00020512812,0.00037069025,0.0013451229],"domain_scores_gemma":[0.9994996,0.0000074327168,0.00021035137,0.00012074949,0.00014571782,0.00001611332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009203295,0.00018117862,0.00019753935,0.00033166652,0.00055315986,0.00042214652,0.00023786897,0.00006099132,0.00012201938],"category_scores_gemma":[0.00007425679,0.00016016004,0.0001004124,0.0003663263,0.0000605889,0.0012599824,0.00011760938,0.0007391232,0.000082827406],"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":[0.000031260337,0.000048621478,0.14374928,0.000020622283,0.00005857316,0.000012441938,0.00011570784,0.000044051863,0.000035476653,0.8495726,0.00015423495,0.0061571114],"study_design_scores_gemma":[0.0021119653,0.00010046903,0.15993771,0.000078427714,0.00037513764,0.00017507697,0.003342608,0.00006825767,0.000025474872,0.7810704,0.05210395,0.000610517],"about_ca_topic_score_codex":0.00053189415,"about_ca_topic_score_gemma":0.0020153625,"teacher_disagreement_score":0.06850222,"about_ca_system_score_codex":0.00021521725,"about_ca_system_score_gemma":0.00024099654,"threshold_uncertainty_score":0.6531137},"labels":[],"label_agreement":null},{"id":"W2105862353","doi":"10.3386/w20956","title":"Unshrouding Effects on Demand for a Costly Add-on: Evidence from Bank Overdrafts in Turkey","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Overdraft; Transparency (behavior); Business; Advertising; Salience (neuroscience); Scrutiny; Economics; Monetary economics; Finance; Computer science","score_opus":0.39459436767966904,"score_gpt":0.49612454039458465,"score_spread":0.1015301727149156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105862353","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":[0.73603123,0.0029424105,0.0000062536346,0.0012073944,0.00234035,0.004305932,0.00022719179,0.00006608595,0.25287318],"genre_scores_gemma":[0.98996526,0.00030854467,0.00010803506,0.00019561018,0.005776724,0.00030785328,0.0010874126,0.00007695715,0.0021735951],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9944272,0.00010288914,0.0009600176,0.0009479602,0.003040158,0.0005217968],"domain_scores_gemma":[0.99028987,0.004396143,0.00071247085,0.00044174053,0.004124458,0.00003534958],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010294357,0.00037254015,0.0008724802,0.002382708,0.00016481067,0.00029269082,0.0006791161,0.00043060238,0.00036260992],"category_scores_gemma":[0.016506601,0.0003712231,0.0002816317,0.0006169255,0.00010247588,0.00086371467,0.00031031188,0.0007080063,0.00047692473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019332197,0.0002944718,0.06765003,0.0020880986,0.0002387881,0.00004231402,0.00008600554,0.004388512,0.0002547183,0.057440966,0.86223567,0.0033472246],"study_design_scores_gemma":[0.006284116,0.00061162247,0.08295022,0.018238742,0.00036487673,0.0000026647183,0.00006453466,0.04040528,0.00084322586,0.5436289,0.30448812,0.0021177304],"about_ca_topic_score_codex":0.01093621,"about_ca_topic_score_gemma":0.0016881257,"teacher_disagreement_score":0.55774754,"about_ca_system_score_codex":0.003102988,"about_ca_system_score_gemma":0.0018105325,"threshold_uncertainty_score":0.999874},"labels":[],"label_agreement":null},{"id":"W2106656122","doi":"10.1017/s1474747203001343","title":"Protecting underfunded pensions: the role of guarantee funds","year":2003,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pension; Private pension; Business; Surety; Global assets under management; Finance; Welfare; Public fund; Portfolio; Payment; Capital market; Ex-ante; Fund of funds; Actuarial science; Institutional investor; Economics; Public economics; Corporate governance; Market economy","score_opus":0.011385096924763293,"score_gpt":0.19473675135406285,"score_spread":0.18335165442929954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106656122","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":[0.9958064,0.0013619284,0.00004004045,0.0003983634,0.00025178745,0.00017043791,0.0000016408001,0.000005019881,0.0019643956],"genre_scores_gemma":[0.9969474,0.0014745235,0.00088286254,0.000303915,0.00023473035,0.0000028827815,0.0000012121118,0.000018751278,0.00013369723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986531,0.000029446115,0.000786631,0.00018955853,0.00012165231,0.0002195849],"domain_scores_gemma":[0.99793434,0.0001290374,0.0012993228,0.00026737823,0.0003598761,0.000010044431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011506361,0.0001708934,0.00042552297,0.00025478352,0.00042876066,0.0001266941,0.00022149064,0.00006865836,0.000054235454],"category_scores_gemma":[0.00045530061,0.00012672848,0.00019964617,0.00031439238,0.000104333565,0.0006713408,0.00009781498,0.00027554456,0.00001534077],"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":[0.00022297977,0.0002843982,0.1303496,0.000079581274,0.00009418004,0.000024884574,0.00034415064,0.0042192605,0.0033022535,0.8495405,0.001128372,0.010409847],"study_design_scores_gemma":[0.0026184772,0.00019156438,0.11804684,0.00058610534,0.0005702182,0.00020764579,0.0027430938,0.044335954,0.0018678554,0.23886128,0.58905506,0.0009158818],"about_ca_topic_score_codex":0.00010665201,"about_ca_topic_score_gemma":0.00014242812,"teacher_disagreement_score":0.6106792,"about_ca_system_score_codex":0.00002878668,"about_ca_system_score_gemma":0.0000743002,"threshold_uncertainty_score":0.5167837},"labels":[],"label_agreement":null},{"id":"W2106792448","doi":"10.2139/ssrn.2585227","title":"Financial Literacy and Retirement Planning in Canada","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bureau de Coopération Interuniversitaire; Université du Québec à Montréal","funders":"","keywords":"Financial literacy; Literacy; Business; Retirement planning; Finance; Economics; Economic growth","score_opus":0.005125332762770072,"score_gpt":0.20285083424631548,"score_spread":0.1977255014835454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106792448","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":[0.99715084,0.00078365434,0.00021056707,0.00043951228,0.00024724487,0.00009259866,4.9585856e-7,0.000013247229,0.0010618337],"genre_scores_gemma":[0.9973117,0.00013258222,0.000048667014,0.0012260883,0.0010262481,0.00000411955,0.000011043107,0.000020827845,0.00021872943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973197,0.0000278036,0.0004479423,0.00026688134,0.00038809708,0.0015495608],"domain_scores_gemma":[0.9994244,0.000036261346,0.00027532762,0.00014615654,0.000099739904,0.0000181251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014078453,0.00020278257,0.00027402447,0.00030627422,0.00024572125,0.00021120266,0.00022381252,0.00004429883,0.000059152513],"category_scores_gemma":[0.00023419216,0.00019095598,0.00005803397,0.00044386392,0.000020294941,0.0007929331,0.00009561764,0.00087147113,0.000016216494],"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":[0.000050903,0.000019754452,0.91084325,0.000024882076,0.0000085802485,0.00001556096,0.000046982597,0.00010233209,0.000034239332,0.07321795,0.00040527846,0.015230269],"study_design_scores_gemma":[0.0020517253,0.00007879593,0.69170463,0.00033719803,0.00012299397,0.000046803907,0.0005625544,0.0148662655,0.000017600401,0.20918012,0.08018768,0.00084360974],"about_ca_topic_score_codex":0.45524168,"about_ca_topic_score_gemma":0.85164464,"teacher_disagreement_score":0.39640296,"about_ca_system_score_codex":0.0010155768,"about_ca_system_score_gemma":0.0014132049,"threshold_uncertainty_score":0.7786959},"labels":[],"label_agreement":null},{"id":"W2107129609","doi":"10.2139/ssrn.907250","title":"Did the Death of Australian Inheritance Taxes Affect Deaths?","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Affect (linguistics); Inheritance (genetic algorithm); Inheritance tax; Demography; Economics; Biology; Psychology; Genetics; Public economics; Sociology; Communication","score_opus":0.010082957206330696,"score_gpt":0.2246217487260472,"score_spread":0.2145387915197165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107129609","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":[0.9938061,0.0012178102,0.000256586,0.00083873974,0.00017155046,0.00016237666,0.0000019028956,0.000033887434,0.003511032],"genre_scores_gemma":[0.99428725,0.00019354098,0.00005921622,0.00016977421,0.0014693827,0.000005523789,0.000010630605,0.000028086075,0.003776607],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974762,0.000032265147,0.000451533,0.00021158783,0.0004349069,0.0013934833],"domain_scores_gemma":[0.99897647,0.000037442627,0.00051867403,0.0002502847,0.00020760637,0.0000095049245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014195159,0.00021634751,0.0002763143,0.00019478083,0.0003641661,0.00019372623,0.00046815813,0.000063318825,0.0001288588],"category_scores_gemma":[0.00007904283,0.00015077811,0.00025523853,0.00052506424,0.00006646327,0.0007121713,0.000069258844,0.0007319786,0.00007472256],"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":[0.000038387534,0.00006423477,0.55570006,0.000019919604,0.000035604437,0.0000050362055,0.000010164308,0.0000853244,0.00087931874,0.44092315,0.0013166612,0.0009221319],"study_design_scores_gemma":[0.0009141672,0.000086982094,0.45781755,0.00012091621,0.00040356038,0.000054972985,0.00031680413,0.0004496884,0.00042879232,0.49266186,0.046262905,0.00048178964],"about_ca_topic_score_codex":0.0026885485,"about_ca_topic_score_gemma":0.0045253723,"teacher_disagreement_score":0.097882494,"about_ca_system_score_codex":0.00021040684,"about_ca_system_score_gemma":0.00019523985,"threshold_uncertainty_score":0.6148553},"labels":[],"label_agreement":null},{"id":"W2107442748","doi":"10.1111/j.1475-4991.2009.00320.x","title":"HOW HOUSEHOLD PORTFOLIOS EVOLVE AFTER RETIREMENT: THE EFFECT OF AGING AND HEALTH SHOCKS","year":2009,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shock (circulatory); Portfolio; Asset (computer security); Health and Retirement Study; Real estate; Economics; Demographic economics; Business; Finance; Medicine; Gerontology","score_opus":0.012488214099495272,"score_gpt":0.25717799809346326,"score_spread":0.24468978399396799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107442748","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":[0.76155525,0.23018548,0.000011645201,0.006786095,0.00006800624,0.0009660181,0.0000058422775,0.000030298657,0.00039135036],"genre_scores_gemma":[0.93516743,0.05987498,0.000049567167,0.004654987,0.00017421716,0.000010847868,0.0000132319965,0.000012534711,0.000042226744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854815,0.0000556833,0.0005671128,0.0002518565,0.00032961866,0.0002476076],"domain_scores_gemma":[0.99877465,0.000041808573,0.00073082664,0.00033870796,0.000088342196,0.000025671936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018560688,0.00020873481,0.0007477903,0.00016982462,0.00013079985,0.000067164,0.00014956517,0.000033522938,0.000025247551],"category_scores_gemma":[0.000074484014,0.00012934946,0.00013858617,0.00051834283,0.000064079846,0.00038999927,0.00010160929,0.0001154475,0.0000017689233],"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":[0.000023989156,0.000024913761,0.9332795,0.02370957,0.000016473303,0.0000034335526,0.000033779696,3.3758639e-7,0.0000151395325,0.0012050335,0.001597748,0.040090047],"study_design_scores_gemma":[0.0005397652,0.00025425738,0.9622693,0.01904326,0.00030746934,0.0000028587228,0.000017349923,0.000108699176,0.000048564474,0.00028438293,0.016886387,0.00023767608],"about_ca_topic_score_codex":0.00029897928,"about_ca_topic_score_gemma":0.000031966087,"teacher_disagreement_score":0.17361215,"about_ca_system_score_codex":0.000022948532,"about_ca_system_score_gemma":0.000022617762,"threshold_uncertainty_score":0.5274718},"labels":[],"label_agreement":null},{"id":"W2108201078","doi":"10.2139/ssrn.1876572","title":"How Much Do Means-Tested Benefits Reduce the Demand for Annuities?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"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; Actuarial science; Business; Environmental economics","score_opus":0.02368734075900366,"score_gpt":0.21762394385910633,"score_spread":0.19393660310010266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108201078","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":[0.9889363,0.0041550114,0.001129637,0.0015171386,0.0004936709,0.00050832826,0.000004065916,0.0000814149,0.003174431],"genre_scores_gemma":[0.994033,0.000514024,0.0001363181,0.00053284504,0.0020148805,0.000025642288,0.000016863187,0.0000494485,0.002677024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99707115,0.000027225502,0.00036256414,0.00030152546,0.00039647485,0.0018410493],"domain_scores_gemma":[0.9985847,0.000052968575,0.0004822082,0.00030674392,0.00055271236,0.000020655616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016222,0.00026624292,0.00027811213,0.00026577956,0.0007908501,0.0006294314,0.00061351695,0.00008741488,0.00010261321],"category_scores_gemma":[0.0002752272,0.00018770137,0.000284349,0.0005496684,0.00006850792,0.0014081494,0.00009293566,0.0007188101,0.00004179246],"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":[0.0002864981,0.00014797183,0.05084811,0.000055030785,0.00021208375,0.000005067548,0.0005061487,0.000017637227,0.00023167873,0.9266933,0.0041381177,0.016858349],"study_design_scores_gemma":[0.0031840652,0.0003213574,0.053968057,0.00022901072,0.0014619711,0.00014759434,0.0073193833,0.0021839968,0.00056259276,0.82261425,0.10668744,0.0013202608],"about_ca_topic_score_codex":0.00015519018,"about_ca_topic_score_gemma":0.0014091667,"teacher_disagreement_score":0.10407904,"about_ca_system_score_codex":0.00020703641,"about_ca_system_score_gemma":0.00027331352,"threshold_uncertainty_score":0.765424},"labels":[],"label_agreement":null},{"id":"W2108950268","doi":"10.1257/aer.102.7.3111","title":"The Spending and Debt Response to Minimum Wage Hikes","year":2012,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":236,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Economics; Minimum wage; Collateralized debt obligation; Consumer spending; Quarter (Canadian coin); Debt; Wage; Labour economics; Household debt; Stock (firearms); Monetary economics; Collateral; Macroeconomics; Recession; Finance","score_opus":0.01469700330988916,"score_gpt":0.26156955805463744,"score_spread":0.24687255474474828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108950268","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":[0.9715045,0.020532219,0.000004680766,0.0030384979,0.0002581135,0.00039478997,0.0000015835843,0.0000370812,0.004228543],"genre_scores_gemma":[0.97725135,0.012458612,0.0001908174,0.008625901,0.00069635257,0.000041329924,0.0000071473532,0.0000296272,0.00069887796],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988566,0.000048995946,0.0004077837,0.00024090393,0.000078737685,0.00036695934],"domain_scores_gemma":[0.99900764,0.00020507527,0.00035694518,0.00037183886,0.000023398303,0.00003512038],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015725746,0.00017331625,0.00040520012,0.00010662045,0.0002348404,0.00017227665,0.0002435314,0.000012644645,0.00026700232],"category_scores_gemma":[0.00034776647,0.00012723208,0.00011039945,0.0002782455,0.0001111506,0.00065044273,0.00020065202,0.000058876383,0.0021575328],"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":[0.0001446441,0.000028338834,0.72070843,0.0003537317,0.00003828017,0.0000030793558,0.00008965789,0.0000018135197,0.00018311196,0.007841942,0.047576327,0.22303064],"study_design_scores_gemma":[0.000060749528,0.000008604723,0.1778945,0.00025197954,0.00010032413,0.0000016450042,0.000062446554,0.00006219416,0.000004733548,0.000044392193,0.8213223,0.00018611597],"about_ca_topic_score_codex":0.0003688978,"about_ca_topic_score_gemma":0.00009769973,"teacher_disagreement_score":0.77374595,"about_ca_system_score_codex":0.00006362769,"about_ca_system_score_gemma":0.000011776351,"threshold_uncertainty_score":0.9986194},"labels":[],"label_agreement":null},{"id":"W2109101118","doi":"10.3386/w17218","title":"Post-Secondary Attendance by Parental Income in the U.S. and Canada: What Role for Financial Aid Policy?","year":2011,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Attendance; Economics; Finance; Business; Demographic economics; Economic growth","score_opus":0.07571970167946211,"score_gpt":0.3665655098957596,"score_spread":0.29084580821629746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109101118","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":[0.98410773,0.0015518977,7.192333e-7,0.0033003096,0.00035262332,0.001085773,0.00035632405,0.000008416177,0.009236219],"genre_scores_gemma":[0.9958466,0.00017172008,0.00004516495,0.00091577315,0.0011684945,0.00020903799,0.0013724152,0.000024615994,0.00024613424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99775106,0.0000525957,0.0006094935,0.00054584834,0.000626951,0.00041407242],"domain_scores_gemma":[0.9982615,0.0003526021,0.0003522006,0.00028589313,0.000729253,0.000018567243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002203476,0.0002312817,0.0004116461,0.0007859179,0.00021368994,0.0003574785,0.0008074959,0.00018713411,0.00015885274],"category_scores_gemma":[0.00068039686,0.00021128202,0.00012128904,0.0002069069,0.00018214727,0.00090106967,0.0007415779,0.0005808437,0.000017680915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056274154,0.00022490087,0.33648065,0.0011159831,0.00007569421,0.000007051679,0.00035570198,0.00017206719,0.00028828616,0.59666425,0.059885904,0.0041667996],"study_design_scores_gemma":[0.001517054,0.00004938604,0.29733783,0.00037802864,0.0000426235,0.0000022454012,0.0005849262,0.0029905112,0.0001561734,0.66471344,0.03157436,0.0006534242],"about_ca_topic_score_codex":0.7698173,"about_ca_topic_score_gemma":0.70296526,"teacher_disagreement_score":0.0680492,"about_ca_system_score_codex":0.00060643326,"about_ca_system_score_gemma":0.0023048187,"threshold_uncertainty_score":0.86158305},"labels":[],"label_agreement":null},{"id":"W2109221041","doi":"","title":"How Do Families and Unattached Individuals Respond to Layoffs? Evidence from Canada","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Earnings; Demographic economics; Economics; Labour economics; Unemployment; Finance","score_opus":0.03831987138593531,"score_gpt":0.2834713034203831,"score_spread":0.2451514320344478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109221041","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":[0.99076843,0.00059918617,7.5063934e-7,0.0017344169,0.00037285846,0.00080909557,0.000097315446,0.000038014543,0.005579956],"genre_scores_gemma":[0.9883269,0.0072781723,0.0005006188,0.0007599095,0.0009067366,0.0001498775,0.00019582371,0.000078156794,0.0018038001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600947,0.00013193674,0.00070842536,0.0014806985,0.00080298586,0.00086650794],"domain_scores_gemma":[0.9971185,0.00083028217,0.000378361,0.0011981411,0.00038241854,0.00009232836],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016694298,0.00049793016,0.00085633027,0.0013286533,0.000347445,0.0013357584,0.0010998177,0.00033837088,0.00011769741],"category_scores_gemma":[0.0031275584,0.0005374057,0.00013552533,0.00058197323,0.000218656,0.00078772014,0.003358345,0.001122035,0.000019663365],"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":[0.00014815542,0.00004271468,0.9673029,0.00023182666,0.00007132901,0.00012317281,0.00038854405,0.0015338085,0.00011517848,0.00012726316,0.0028121793,0.027102936],"study_design_scores_gemma":[0.00055291515,0.000023667477,0.80491036,0.0012526243,0.000067312176,0.0000017281625,0.0013665542,0.0034030206,0.00008322232,0.0012410474,0.18597394,0.0011235817],"about_ca_topic_score_codex":0.4027057,"about_ca_topic_score_gemma":0.5441216,"teacher_disagreement_score":0.18316177,"about_ca_system_score_codex":0.0008772729,"about_ca_system_score_gemma":0.00093225617,"threshold_uncertainty_score":0.99970776},"labels":[],"label_agreement":null},{"id":"W2109506654","doi":"","title":"Is Your Defined-Benefit Pension Guaranteed?: Funding Rules, Insolvency Law and Pension Insurance","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 British Columbia","funders":"","keywords":"Insolvency; Pension; Negotiation; Pension insurance; Business; Actuarial science; Bankruptcy; Law and economics; Law; Economics; Finance; Political science","score_opus":0.03519214807879728,"score_gpt":0.2395133121494208,"score_spread":0.2043211640706235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109506654","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":[0.9529271,0.001183729,0.00001805936,0.00014287455,0.0006352074,0.00036095033,0.000020883279,0.00023615181,0.044475045],"genre_scores_gemma":[0.9882044,0.0001493816,0.0013301972,0.00847388,0.0008567996,0.000020736066,0.00008814222,0.00008245416,0.0007939859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969877,0.000026153202,0.0007586581,0.0008956851,0.0006277917,0.0007040089],"domain_scores_gemma":[0.9982677,0.00004157057,0.00048448815,0.0007444509,0.00038289782,0.0000789023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057991676,0.00051604264,0.0005992495,0.00030727262,0.00087684783,0.0004204095,0.0004152315,0.00021214824,0.0018966204],"category_scores_gemma":[0.00013880385,0.00049296947,0.0002376765,0.00069001043,0.00018117997,0.002514492,0.0005143475,0.0003706111,0.0020501467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015465009,0.00014248163,0.52417356,0.00020774941,0.000025363968,0.00005755976,0.00018258342,0.0000031740794,0.0014580984,0.47073245,0.0022998233,0.00056250894],"study_design_scores_gemma":[0.002313464,0.00008633096,0.61722404,0.0010981164,0.0003767814,0.00002254772,0.00020754713,0.0010466279,0.0010653295,0.034837056,0.34000954,0.0017126052],"about_ca_topic_score_codex":0.017365064,"about_ca_topic_score_gemma":0.0038927349,"teacher_disagreement_score":0.43589538,"about_ca_system_score_codex":0.0000589961,"about_ca_system_score_gemma":0.000020514668,"threshold_uncertainty_score":0.9997522},"labels":[],"label_agreement":null},{"id":"W2111627076","doi":"10.1177/0741713609358449","title":"Are Low-Income Canadians Financially Literate? Placing Financial Literacy in the Context of Personal and Structural Constraints","year":2010,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Financial literacy; Socioeconomic status; Context (archaeology); Government (linguistics); Literacy; Business; Low income; Financial services; Economics; Economic growth; Finance; Sociology; Demographic economics; Geography; Population","score_opus":0.004075386423395648,"score_gpt":0.22336728230236488,"score_spread":0.21929189587896925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111627076","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":[0.9975523,0.00004177453,0.0000040843174,0.0008650021,0.00076843024,0.000308259,0.000026980566,0.000016458029,0.00041674305],"genre_scores_gemma":[0.99495614,0.0000010928088,0.00010073752,0.0038901512,0.00084875274,0.00003234298,0.000079498896,0.000015076695,0.000076183365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855673,0.000029757453,0.0005164996,0.00032808492,0.00026994152,0.00029900533],"domain_scores_gemma":[0.9984808,0.00008538654,0.0005213446,0.00024388816,0.0006421712,0.000026426766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029382037,0.00022539201,0.00028464413,0.00038676837,0.00021836649,0.0003577376,0.00025770732,0.00010300014,0.00021625824],"category_scores_gemma":[0.00035814123,0.00019090968,0.00008500665,0.0005926929,0.00018971135,0.0011563025,0.000016473849,0.00030155672,0.000028387676],"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":[0.000043454562,0.000087568966,0.9194367,0.00019316173,0.0000050389617,0.000011017198,0.016490152,4.2718383e-7,0.00040276305,0.025864705,0.0008024095,0.036662623],"study_design_scores_gemma":[0.00048962806,0.000025801293,0.9890035,0.00024658695,0.000035902583,0.000007874562,0.005347119,0.0007120416,0.000012972139,0.0029183878,0.0009416626,0.00025854586],"about_ca_topic_score_codex":0.009281828,"about_ca_topic_score_gemma":0.044400826,"teacher_disagreement_score":0.0695668,"about_ca_system_score_codex":0.0000316964,"about_ca_system_score_gemma":0.00028321744,"threshold_uncertainty_score":0.99731547},"labels":[],"label_agreement":null},{"id":"W2112237503","doi":"10.1017/s1474747212000042","title":"The fiscal burden of the legacy of the civil service pension systems in northern Cyprus","year":2012,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Euros; Pension; Civil service; Pension system; Service (business); Economics; Business; Economic policy; Finance; Political science; Public administration; Economy; Public service","score_opus":0.01160746615056742,"score_gpt":0.1964846009999362,"score_spread":0.18487713484936877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112237503","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":[0.9954523,0.001483932,0.0000013320783,0.0017268233,0.0008438324,0.00015367093,0.0000024821236,0.0000013374771,0.0003343209],"genre_scores_gemma":[0.99851894,0.00071613374,0.000018470617,0.00018316273,0.00045317737,0.0000015584314,6.3622963e-7,0.000012052071,0.000095854826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872077,0.000033581688,0.0007886186,0.00010445855,0.00015140776,0.00020116278],"domain_scores_gemma":[0.9977153,0.000111612855,0.0015060292,0.000355778,0.00030139028,0.000009912935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009405645,0.00012898458,0.000345053,0.0000977241,0.0002641224,0.00008933466,0.00044335576,0.000058490394,0.0000056717645],"category_scores_gemma":[0.00014789277,0.00006769252,0.00017599184,0.00036456966,0.0000955429,0.0007193736,0.00030870578,0.00019922758,0.0000048734805],"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":[0.00008825573,0.00009126531,0.96704185,0.00008239143,0.00002355716,0.0000014630205,0.00041463762,0.00928111,0.0005168444,0.020686107,0.00079834776,0.0009741596],"study_design_scores_gemma":[0.0005031125,0.000011425303,0.92658,0.00036005184,0.000104200495,0.000016313708,0.0005542797,0.016179452,0.000050859628,0.0007170143,0.05479054,0.00013274998],"about_ca_topic_score_codex":0.0014573736,"about_ca_topic_score_gemma":0.0062564393,"teacher_disagreement_score":0.053992193,"about_ca_system_score_codex":0.000035601915,"about_ca_system_score_gemma":0.000050718434,"threshold_uncertainty_score":0.34912398},"labels":[],"label_agreement":null},{"id":"W2113382605","doi":"10.1016/j.econlet.2003.10.003","title":"Incentives? The effect of profit sharing plans offered by previous employers on current wages","year":2003,"lang":"en","type":"article","venue":"Economics Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Center for Interuniversity Research and Analysis on Organizations; McGill University","funders":"","keywords":"Profit sharing; National Longitudinal Surveys; Incentive; Wage; Profit (economics); Labour economics; Economics; Efficiency wage; Business; Microeconomics; Finance","score_opus":0.009576448141224252,"score_gpt":0.20959669181810114,"score_spread":0.2000202436768769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113382605","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":[0.99753094,0.0001082731,0.000014999953,0.0004982921,0.0004303533,0.00047136404,0.000009816886,0.000034211796,0.0009017357],"genre_scores_gemma":[0.9983185,0.00003403011,0.000011407547,0.0012639066,0.00019170696,0.000033761604,0.000057068308,0.000030810093,0.000058837966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882734,0.00003408374,0.0003782725,0.0003712556,0.00010902473,0.00028000234],"domain_scores_gemma":[0.9991195,0.000096677715,0.00037512602,0.0003741268,0.000023292969,0.000011239207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174184,0.00023487043,0.00032314897,0.0001597093,0.00015520002,0.00016574329,0.00036177767,0.000036163525,0.000098627366],"category_scores_gemma":[0.00009713852,0.00018035558,0.00017119902,0.00017194067,0.00006957399,0.00040741748,0.00009491033,0.00015351178,0.00013380566],"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":[0.00006410635,0.000022694656,0.98509276,0.0001324431,0.00003576495,0.0000011207785,0.000062976156,0.00035230338,0.000847579,0.0026137417,0.009819152,0.0009553526],"study_design_scores_gemma":[0.007761695,0.00034415204,0.51758593,0.0011379598,0.0015227015,0.0000027567621,0.00018357215,0.010166699,0.03545604,0.0013580102,0.4213371,0.0031433702],"about_ca_topic_score_codex":0.000084556144,"about_ca_topic_score_gemma":0.000025261554,"teacher_disagreement_score":0.46750683,"about_ca_system_score_codex":0.00007191202,"about_ca_system_score_gemma":0.000006050362,"threshold_uncertainty_score":0.7354687},"labels":[],"label_agreement":null},{"id":"W2114035753","doi":"10.1177/0011392107073315","title":"Gender and the Devolution of Pension Risks in the US","year":2007,"lang":"en","type":"article","venue":"Current Sociology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pension; Earnings; Position (finance); Marital status; Economics; Devolution (biology); Labour economics; Demographic economics; Inequality; Sociology; Population; Finance; Demography","score_opus":0.06454085427368919,"score_gpt":0.31936510250199773,"score_spread":0.2548242482283085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114035753","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":[0.9966486,0.0017094876,0.00013553245,0.00020809147,0.00032626884,0.00019889236,4.8958776e-7,0.000009962626,0.00076264434],"genre_scores_gemma":[0.99896336,0.000100589925,0.000016635126,0.00051309785,0.00036794812,0.00000598446,0.000023269271,0.0000050518615,0.0000040485456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991475,0.00006674251,0.00029026563,0.00015865186,0.00014262067,0.00019422102],"domain_scores_gemma":[0.99932814,0.0001985263,0.00021523837,0.00016016122,0.000094448405,0.000003502298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018770507,0.000094779134,0.00018601007,0.00012951581,0.00014706126,0.000016098276,0.00016058791,0.000065904715,0.00004685412],"category_scores_gemma":[0.00022415644,0.000053146974,0.00007404476,0.00023726092,0.00040832485,0.00014193711,0.00010288387,0.00017588135,0.000028334463],"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":[0.000061530685,0.00003935894,0.9024317,0.00003752409,0.000004253696,0.0000010898889,0.00092355104,0.000008922436,0.0000515093,0.0942688,0.0006833613,0.0014883468],"study_design_scores_gemma":[0.00064178073,0.000003662471,0.9776523,0.000012435063,0.00006302796,6.533993e-7,0.00041561178,0.0010385306,0.0000033222188,0.014730367,0.00537192,0.00006635225],"about_ca_topic_score_codex":0.0005118438,"about_ca_topic_score_gemma":0.00016104973,"teacher_disagreement_score":0.079538435,"about_ca_system_score_codex":0.000016031388,"about_ca_system_score_gemma":0.000008841814,"threshold_uncertainty_score":0.21672706},"labels":[],"label_agreement":null},{"id":"W2115207925","doi":"","title":"Involuntary Retirement and the Resolution of the Retirement-Consumption Puzzle: Evidence from Australia","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Welfare; Shock (circulatory); Economics; Health and Retirement Study; Demographic economics; Job loss; Panel data; Labour economics; Unemployment; Economic growth; Gerontology; Medicine","score_opus":0.06750422782144982,"score_gpt":0.31010695091852536,"score_spread":0.24260272309707553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115207925","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":[0.9942987,0.00038484015,0.0000010574366,0.0014576792,0.0008487504,0.0014683494,0.000026722295,0.000025060606,0.0014888204],"genre_scores_gemma":[0.99366814,0.00403678,0.00022431403,0.00019975436,0.00089702813,0.00017803992,0.000105210514,0.00004314495,0.0006475916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962475,0.00029844476,0.0011280873,0.0009928511,0.0007559336,0.0005772426],"domain_scores_gemma":[0.9964089,0.0005482391,0.0009258324,0.001736149,0.00035012132,0.00003077355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004647059,0.0003862432,0.0006324988,0.00044431316,0.0004819825,0.0003977907,0.0013175247,0.00042998107,0.0004267769],"category_scores_gemma":[0.0015997058,0.00028249528,0.0002923361,0.0003280515,0.0012326175,0.00053830096,0.0032998298,0.0019091343,0.000027719756],"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":[0.0006306128,0.000091833484,0.9866067,0.00059391535,0.00007839482,0.000004718942,0.0003089293,0.0007010272,0.0010696391,0.0026203245,0.00066114333,0.006632748],"study_design_scores_gemma":[0.0014226752,0.000016542133,0.93357533,0.002404362,0.0002610405,5.8072965e-7,0.0002227021,0.0415403,0.00033059405,0.008656306,0.010991235,0.0005783526],"about_ca_topic_score_codex":0.013511388,"about_ca_topic_score_gemma":0.020411413,"teacher_disagreement_score":0.053031404,"about_ca_system_score_codex":0.0004065045,"about_ca_system_score_gemma":0.00012784751,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W2115359605","doi":"","title":"Financial Stress, Self-Efficacy, and Financial Help-Seeking Behavior of College Students","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":175,"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":"Finance; Psychology; Business; Stress (linguistics); Financial system","score_opus":0.005527676190197304,"score_gpt":0.22403073708664367,"score_spread":0.21850306089644636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115359605","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":[0.9982569,0.0004490982,0.00024773597,0.00007440515,0.0003430052,0.00029123668,0.0000062544236,0.000054641398,0.0002766742],"genre_scores_gemma":[0.99718827,0.00030796597,0.0001080175,0.00024229244,0.0018274417,0.00001130883,0.000016703092,0.000039552546,0.00025842697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654716,0.000045267196,0.00068382546,0.0003768424,0.0007778984,0.0015690244],"domain_scores_gemma":[0.9986787,0.000050467337,0.00066096743,0.00024605292,0.0003357594,0.000028045293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018182473,0.00031600124,0.0005094456,0.00044008877,0.00049701356,0.00019586051,0.0005468593,0.00014345336,0.00006339976],"category_scores_gemma":[0.00042408082,0.00030237203,0.00018587803,0.0006589242,0.0000761164,0.00074856216,0.0002670287,0.0009095473,0.00003578436],"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":[0.00012578836,0.0006962512,0.87005967,0.00006907504,0.000036217905,0.000012225766,0.0000680123,0.000009184564,0.00037934675,0.121768594,0.0004889231,0.00628672],"study_design_scores_gemma":[0.0037380767,0.00027422217,0.9540734,0.00021512216,0.0008347901,0.000032572032,0.00021380975,0.0006131478,0.00011065021,0.026477914,0.012738051,0.0006782197],"about_ca_topic_score_codex":0.00024458094,"about_ca_topic_score_gemma":0.0017304798,"teacher_disagreement_score":0.095290676,"about_ca_system_score_codex":0.00022683546,"about_ca_system_score_gemma":0.0004934507,"threshold_uncertainty_score":0.99994284},"labels":[],"label_agreement":null},{"id":"W2115994022","doi":"10.2202/1935-1690.2042","title":"Social Security, Differential Fertility, and the Dynamics of the Earnings Distribution","year":2011,"lang":"en","type":"article","venue":"The B E Journal of Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Fertility; Social security; Earnings; Economics; Distribution (mathematics); Overlapping generations model; Demographic economics; Total fertility rate; Labour economics; Differential (mechanical device); Affect (linguistics); Income distribution; Population; Family planning; Demography; Sociology; Market economy; Finance; Inequality","score_opus":0.01159320498129902,"score_gpt":0.20136879808942887,"score_spread":0.18977559310812986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115994022","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":[0.99756914,0.000044573186,0.0001478732,0.001360321,0.00025077382,0.0001243065,0.000008003002,0.0000046348714,0.0004903873],"genre_scores_gemma":[0.99936175,0.000029243338,0.0000077568775,0.00019254416,0.00032825698,8.1747066e-7,0.0000068977774,0.000010284445,0.00006241789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990078,0.00006560479,0.00053795666,0.00008009089,0.00016161441,0.00014690199],"domain_scores_gemma":[0.99831325,0.00007145996,0.001222209,0.00018086052,0.00020464316,0.00000759309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012144557,0.00012299947,0.00028337617,0.000046689234,0.00036322614,0.00008740806,0.0005605908,0.000049196286,0.0001107823],"category_scores_gemma":[0.00011417768,0.00006179668,0.00023518447,0.00013691225,0.00043559348,0.00034286402,0.00041435618,0.00025628024,0.000006069071],"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":[0.0021336752,0.00014783787,0.8556849,0.000100842,0.00015485653,0.0000012408108,0.0027225316,0.000021797196,0.000072077004,0.13596101,0.0012608791,0.0017383473],"study_design_scores_gemma":[0.001181906,0.000012957971,0.9458368,0.000027474587,0.0005748087,0.0000056154254,0.00038351174,0.01086181,0.00008093222,0.03996071,0.0009597451,0.0001137401],"about_ca_topic_score_codex":0.00041986714,"about_ca_topic_score_gemma":0.00038422464,"teacher_disagreement_score":0.09600031,"about_ca_system_score_codex":0.000049463255,"about_ca_system_score_gemma":0.00002242979,"threshold_uncertainty_score":0.27936783},"labels":[],"label_agreement":null},{"id":"W2116097717","doi":"10.1111/j.1475-5890.2009.00087.x","title":"The Economics of a Reduction in VAT*","year":2009,"lang":"en","type":"article","venue":"Fiscal Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Consumption (sociology); Economics; Quarter (Canadian coin); Monetary economics; International economics; Public economics; Agricultural economics","score_opus":0.024408724188566273,"score_gpt":0.2519416918682192,"score_spread":0.22753296767965292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116097717","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":[0.99380183,0.0007528758,0.000001111261,0.0019231942,0.00019491458,0.000088017485,3.978382e-7,0.000015400523,0.003222235],"genre_scores_gemma":[0.99877316,0.00030376713,0.000030742387,0.0001886176,0.0003932535,0.0000048125075,0.000003283944,0.0000037149505,0.00029865332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941283,0.0000052141963,0.000256688,0.0001215966,0.00007339901,0.0001302879],"domain_scores_gemma":[0.9996417,0.000027268134,0.00014028812,0.00011301113,0.000075481476,0.0000022207444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023718954,0.00007854524,0.00017125646,0.000085150336,0.00014546447,0.00003889669,0.00009943266,0.000020484309,0.000010749545],"category_scores_gemma":[0.00013928079,0.000054130636,0.000060601713,0.00028998675,0.00005386322,0.00027040823,0.000063441934,0.000046913465,0.000027463375],"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":[0.00020794416,0.00021215624,0.80911565,0.000100664925,0.00007583142,0.0000042703523,0.0007263309,0.00037886002,0.0004110669,0.11372957,0.032401998,0.042635676],"study_design_scores_gemma":[0.0003248655,0.000024631237,0.9107032,0.00006056898,0.00005803605,3.142928e-7,0.0006992585,0.0010902847,0.00009938085,0.03711676,0.049660962,0.00016177748],"about_ca_topic_score_codex":0.00010622685,"about_ca_topic_score_gemma":0.00031408443,"teacher_disagreement_score":0.10158753,"about_ca_system_score_codex":0.00002788116,"about_ca_system_score_gemma":0.000003000817,"threshold_uncertainty_score":0.22073832},"labels":[],"label_agreement":null},{"id":"W2116735527","doi":"10.1080/1351847x.2014.946528","title":"Pension plan solvency and extreme market movements: a regime switching approach","year":2014,"lang":"en","type":"article","venue":"European Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Loughborough University; University of Leeds","keywords":"Solvency; Asset allocation; Pension; Economics; Pension plan; Asset (computer security); Rate of return; Actuarial science; Econometrics; Interest rate; Portfolio; Financial economics; Finance; Computer science","score_opus":0.020019340315056474,"score_gpt":0.18993153127516402,"score_spread":0.16991219096010754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116735527","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":[0.93628716,0.00054118055,0.006590993,0.00026437317,0.0003701667,0.00012825745,8.1168866e-7,0.000033794895,0.055783276],"genre_scores_gemma":[0.9921252,0.00010448879,0.004128509,0.0012209134,0.0012890458,6.48257e-7,0.000004957434,0.000044101835,0.0010820979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982542,0.00009776598,0.00067964225,0.00028369887,0.00040672452,0.0002779741],"domain_scores_gemma":[0.99836826,0.000036118156,0.0010462478,0.0002782653,0.0002478698,0.000023249073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336274,0.00022760901,0.00036230555,0.00031643047,0.00022699771,0.0002392734,0.00037008556,0.000024705987,0.000086508015],"category_scores_gemma":[0.00031253055,0.00019374397,0.00013587438,0.00034572443,0.000040304494,0.0011677714,0.00020750216,0.00025519606,0.00006499688],"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":[0.0013430988,0.0009833107,0.68079203,0.0010537097,0.0001393712,0.0010351553,0.0019501814,0.00057782396,0.0113368295,0.02655131,0.10846718,0.16577001],"study_design_scores_gemma":[0.0017955719,0.000110631954,0.5204275,0.00072757044,0.00013219328,0.000052234293,0.000094047165,0.017111868,0.000028170085,0.000970618,0.4580342,0.00051540026],"about_ca_topic_score_codex":0.000018926652,"about_ca_topic_score_gemma":0.000003426128,"teacher_disagreement_score":0.34956703,"about_ca_system_score_codex":0.000019485598,"about_ca_system_score_gemma":0.000011738586,"threshold_uncertainty_score":0.79006493},"labels":[],"label_agreement":null},{"id":"W2116957243","doi":"10.19030/iber.v8i5.3138","title":"Absenteeism Problems And Costs: Causes, Effects And Cures","year":2011,"lang":"en","type":"article","venue":"International Business & Economics Research Journal (IBER)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Payroll; Salary; Incentive; Productivity; Indirect costs; Business; Sick leave; Demographic economics; Labour economics; Economics; Economic growth; Management; Accounting","score_opus":0.057931044722177055,"score_gpt":0.28330738644087383,"score_spread":0.22537634171869678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116957243","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":[0.9875437,0.00078738696,0.00004491182,0.0014921046,0.00080810365,0.00028752725,0.000006052089,0.000029337698,0.009000895],"genre_scores_gemma":[0.9937602,0.0029741973,0.0003366364,0.0005677874,0.0016627508,0.000025775664,0.00003263884,0.000046718622,0.00059328135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810284,0.00004219916,0.0005363187,0.00042263154,0.00043384402,0.00046219086],"domain_scores_gemma":[0.9977202,0.00016584112,0.00033933995,0.00019657142,0.0015099745,0.00006808153],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013390013,0.0002388445,0.00030029073,0.001150353,0.0004507784,0.0013014164,0.0004999102,0.00009380514,0.00047249137],"category_scores_gemma":[0.00059845374,0.00022105893,0.00007544671,0.00040620074,0.00025293446,0.002499278,0.0005809074,0.0004566974,0.00017649401],"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":[0.00027216203,0.0002643605,0.921752,0.00024406186,0.00019675172,0.00018877216,0.00032865556,0.00005806444,0.00059061614,0.05785535,0.0060340445,0.012215213],"study_design_scores_gemma":[0.00147122,0.00003274817,0.8368995,0.0004697653,0.00006814421,0.00015080803,0.00014837185,0.003763318,0.000098787576,0.029523712,0.12690237,0.00047127053],"about_ca_topic_score_codex":0.0021619813,"about_ca_topic_score_gemma":0.0006488889,"teacher_disagreement_score":0.12086832,"about_ca_system_score_codex":0.00020377511,"about_ca_system_score_gemma":0.00006601387,"threshold_uncertainty_score":0.99973536},"labels":[],"label_agreement":null},{"id":"W2118460574","doi":"10.3138/cpp.34.4.s29","title":"The Shift from DB to DC Coverage: A Reflection on the Issues","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Predictability; Point (geometry); Reflection (computer programming); Actuarial science; Business; Accounting; Finance; Computer science","score_opus":0.03622571047309945,"score_gpt":0.2581906601598926,"score_spread":0.22196494968679317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118460574","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":[0.81696254,0.00008725784,0.0000055516566,0.1446229,0.0003261474,0.00028849952,0.00002223284,0.000073758456,0.03761113],"genre_scores_gemma":[0.94619685,0.000023018834,0.000007771077,0.045764495,0.0036866255,0.000040569128,0.00005880497,0.000028765095,0.0041930946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984422,0.000033566263,0.00024485483,0.00030966106,0.0003432188,0.00062654534],"domain_scores_gemma":[0.99890065,0.000095205316,0.00011623786,0.0006084939,0.00017431118,0.00010509649],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034225907,0.00019781536,0.00016329806,0.00068355625,0.001840271,0.00085607136,0.0005886089,0.000072266346,0.000623173],"category_scores_gemma":[0.0013208515,0.0001320596,0.000108503395,0.0019310403,0.00008647913,0.0006098172,0.00008530176,0.00018063649,0.0020302434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024356787,0.000025188794,0.12606463,0.0000056158005,0.000035544635,0.00002940407,0.00045384644,0.000012277679,0.000038153677,0.34422523,0.52331316,0.0057725864],"study_design_scores_gemma":[0.00008432388,0.0000062893914,0.22096872,0.000009495852,0.000011502808,5.72576e-7,0.000027898797,0.00011391961,0.000009152554,0.0054335715,0.7731917,0.00014286653],"about_ca_topic_score_codex":0.72840446,"about_ca_topic_score_gemma":0.6596269,"teacher_disagreement_score":0.33879167,"about_ca_system_score_codex":0.00035490404,"about_ca_system_score_gemma":0.00058577314,"threshold_uncertainty_score":0.9994592},"labels":[],"label_agreement":null},{"id":"W2118791774","doi":"10.1017/s147474720500209x","title":"The foreign property rule: a cost–benefit analysis","year":2005,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Liberian dollar; Economics; Diversification (marketing strategy); Portfolio; Equity (law); Monetary economics; Volatility (finance); Financial economics; Business; Finance","score_opus":0.012460291334452905,"score_gpt":0.20702595219869163,"score_spread":0.19456566086423874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118791774","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":[0.9941052,0.00085297436,0.00006333584,0.0021748438,0.00014966077,0.00013016857,0.0000034464751,0.0000066503785,0.002513701],"genre_scores_gemma":[0.99108416,0.0046218126,0.0010413816,0.0010192032,0.0008336781,0.0000046619543,0.0000050287044,0.000015530588,0.0013745736],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987355,0.000006705731,0.0007048335,0.0001949894,0.00011401536,0.00024396082],"domain_scores_gemma":[0.9983833,0.000064737535,0.0009114949,0.00026549614,0.00035773165,0.000017238559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069953525,0.00016284322,0.00040999052,0.00033632794,0.00052209623,0.00036223786,0.00028317087,0.000055192435,0.00006146023],"category_scores_gemma":[0.00010066785,0.00009556803,0.00029839852,0.00050377665,0.00008207002,0.0009773026,0.00012793392,0.00016326141,0.000047316116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040736573,0.00027398672,0.43722203,0.000031332293,0.00053359073,0.00003519405,0.0001204727,0.034177326,0.0000910845,0.35537001,0.01751274,0.15422487],"study_design_scores_gemma":[0.00047570042,0.0000173966,0.13241887,0.000028539169,0.000589386,0.000012244457,0.000054265936,0.101490706,0.000012933606,0.005375888,0.7593144,0.00020965161],"about_ca_topic_score_codex":0.00010279181,"about_ca_topic_score_gemma":0.0007736451,"teacher_disagreement_score":0.7418017,"about_ca_system_score_codex":0.00005018653,"about_ca_system_score_gemma":0.0000371876,"threshold_uncertainty_score":0.4015595},"labels":[],"label_agreement":null},{"id":"W2119480894","doi":"10.2139/ssrn.2644179","title":"How Bad is Involuntary Part-Time Work?","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Psychology; Economics","score_opus":0.014655242055887186,"score_gpt":0.20452957020947296,"score_spread":0.18987432815358576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119480894","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":[0.98188746,0.0038334655,0.00028007125,0.0077803396,0.00077356363,0.00022376452,0.0000018776973,0.00015504044,0.005064444],"genre_scores_gemma":[0.96481514,0.00035978016,0.000099337056,0.0030869795,0.0054293927,0.0000071198115,0.00004955648,0.00006949333,0.026083216],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964218,0.00003204416,0.00038313595,0.00033935322,0.00069865864,0.0021250043],"domain_scores_gemma":[0.99876,0.000019029047,0.0004157163,0.000312866,0.00044081523,0.000051586438],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019919681,0.00029503444,0.00034978968,0.00039115592,0.0003055093,0.0007307005,0.0004979022,0.000104159495,0.0004018723],"category_scores_gemma":[0.00019147333,0.00026135228,0.00025117435,0.001008862,0.000053871896,0.0020974139,0.00016468401,0.0010924195,0.0014672534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033739244,0.0002489592,0.6993794,0.000030429585,0.00026772608,0.000052847412,0.0002223118,0.00003917249,0.00014529678,0.061094165,0.21974683,0.018435502],"study_design_scores_gemma":[0.0018520453,0.000111495654,0.008663319,0.000119784,0.00048434542,0.000057822617,0.0009062161,0.0013695543,0.000034370227,0.20718499,0.7782995,0.0009165619],"about_ca_topic_score_codex":0.00027649436,"about_ca_topic_score_gemma":0.0005601945,"teacher_disagreement_score":0.690716,"about_ca_system_score_codex":0.0005562599,"about_ca_system_score_gemma":0.000596093,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2119514397","doi":"","title":"The Rate of Risk Aversion May Be Lower Than You Think","year":2002,"lang":"en","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Risk aversion (psychology); Euler equations; Equity premium puzzle; Economics; Capital asset pricing model; Econometrics; Consumption (sociology); Asset (computer security); Risk premium; Mathematics; Welfare economics; Humanities; Mathematical economics; Expected utility hypothesis; Philosophy; Computer science; Mathematical analysis","score_opus":0.014163424926225205,"score_gpt":0.20867833750532241,"score_spread":0.1945149125790972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119514397","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":[0.9787724,0.0030880915,0.000048475013,0.00090116385,0.0019720602,0.00093202444,0.0010760699,0.0001235426,0.013086177],"genre_scores_gemma":[0.97873443,0.009068162,0.00017028852,0.00009888515,0.0004974317,0.0000012059659,0.0011223839,0.000043171294,0.010264054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676263,0.00015692455,0.0007886033,0.0011764087,0.0006865055,0.00042890667],"domain_scores_gemma":[0.9939092,0.00031050007,0.0026211622,0.002512148,0.0005864185,0.000060610302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00092668144,0.00054175005,0.0008594329,0.00034671646,0.001220794,0.00029555528,0.0019049889,0.00032641547,0.00023451979],"category_scores_gemma":[0.0002988363,0.00048210376,0.0003337113,0.00031359808,0.00060105306,0.001356913,0.0047025788,0.0005144274,0.000031766747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020240592,0.0009202037,0.6117816,0.0014799599,0.0016363999,0.0009420473,0.00043833596,0.00038183876,0.0002594269,0.003908676,0.36603492,0.010192502],"study_design_scores_gemma":[0.002581611,0.00006775623,0.16391702,0.00084710727,0.0041061817,0.000009111854,0.0009792871,0.0064740586,0.00009408922,0.0015936613,0.81814635,0.0011837876],"about_ca_topic_score_codex":0.07020897,"about_ca_topic_score_gemma":0.012330228,"teacher_disagreement_score":0.4521114,"about_ca_system_score_codex":0.0001631639,"about_ca_system_score_gemma":0.00008367199,"threshold_uncertainty_score":0.9997631},"labels":[],"label_agreement":null},{"id":"W2119871211","doi":"","title":"New Brunswick's new shared risk pension plan","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Soar; Plan (archaeology); Private sector; Pension plan; Business; Private pension; Section (typography); Public sector; Finance; Actuarial science; Economics; Economic growth; Economy","score_opus":0.03260478051251999,"score_gpt":0.27410458187299536,"score_spread":0.24149980136047536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119871211","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":[0.9234476,0.0002777627,0.00001181578,0.0007211173,0.0011452775,0.0016095896,0.000019370083,0.00019119825,0.07257627],"genre_scores_gemma":[0.90020335,0.009554039,0.0063145817,0.0013520577,0.013288721,0.00014794298,0.0022057374,0.0005364457,0.06639715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952254,0.00011075379,0.0011570283,0.0016270046,0.00067773793,0.0012020331],"domain_scores_gemma":[0.99668205,0.00028907863,0.00081058015,0.0017126387,0.00035714087,0.00014854105],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017732221,0.0006483673,0.0009931516,0.0016482811,0.0003608384,0.0014770336,0.0014724816,0.0006425342,0.0046196533],"category_scores_gemma":[0.0012844853,0.0006864123,0.00044747262,0.0005405179,0.00012316924,0.0010402526,0.0034180845,0.0021421064,0.001433364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026053816,0.00015374657,0.71019816,0.00041741919,0.00012014647,0.00007063329,0.00025842417,0.0047926344,0.00008020251,0.0036031622,0.04404492,0.23599999],"study_design_scores_gemma":[0.0017143779,0.000039022372,0.49194962,0.0008870604,0.00015828859,0.0000027385213,0.00022226166,0.050626837,0.000029986795,0.01757721,0.4351751,0.0016175174],"about_ca_topic_score_codex":0.050880264,"about_ca_topic_score_gemma":0.016824428,"teacher_disagreement_score":0.39113015,"about_ca_system_score_codex":0.00058950135,"about_ca_system_score_gemma":0.0013142922,"threshold_uncertainty_score":0.9995595},"labels":[],"label_agreement":null},{"id":"W2120613347","doi":"10.14507/epaa.v22n75.2014","title":"El peso real de la deuda de estudios. Análisis cualitativo de la trayectoria de endeudamiento de los jóvenes deudores del sistema de financiamiento universitario Corfo","year":2014,"lang":"es","type":"article","venue":"Education Policy Analysis Archives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0066943958223573555,"score_gpt":0.30196973707214253,"score_spread":0.29527534124978516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120613347","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":[0.9791516,0.00075523905,0.008295468,0.001354332,0.00013511232,0.00030935556,0.00005203491,0.00013142527,0.009815416],"genre_scores_gemma":[0.9849716,0.0011531705,0.007787725,0.0012696927,0.0024801514,0.000080686645,0.00031789928,0.00010112945,0.0018379501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99341035,0.0022703079,0.0010273797,0.001036443,0.0006592462,0.0015962947],"domain_scores_gemma":[0.9948038,0.0024409506,0.0011294041,0.0009498804,0.00036161486,0.00031437384],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036606654,0.0007970893,0.0011258177,0.0035960972,0.001132282,0.0011375705,0.0010791587,0.00037081543,0.00020467509],"category_scores_gemma":[0.0033907585,0.00089741184,0.001184377,0.004142811,0.0006168454,0.0009536254,0.00033222116,0.0005291748,0.000048100443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016363514,0.00091775664,0.8387158,0.0005608001,0.0009161105,0.000014849702,0.014087985,0.00399891,0.0015596357,0.13388899,0.003089875,0.0020856336],"study_design_scores_gemma":[0.0006301934,0.000050015125,0.9185091,0.000382064,0.0063951504,0.000010326459,0.0032422629,0.029324582,0.0002656254,0.021488251,0.018864317,0.00083808805],"about_ca_topic_score_codex":0.072012424,"about_ca_topic_score_gemma":0.0077210506,"teacher_disagreement_score":0.11240074,"about_ca_system_score_codex":0.0015435618,"about_ca_system_score_gemma":0.0028239938,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W2120893546","doi":"10.3386/w17072","title":"Financially Fragile Households: Evidence and Implications","year":2011,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":434,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Princeton University; Network for Studies on Pensions, Aging and Retirement; National Science Foundation","keywords":"Financial fragility; Coping (psychology); Middle class; Pecking order; Quarter (Canadian coin); Poverty; Fragility; Educational attainment; Economics; Financial crisis; Demographic economics; Business; Finance; Economic growth; Psychology; Macroeconomics; Geography","score_opus":0.47795930404357684,"score_gpt":0.47884181460211167,"score_spread":0.0008825105585348325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120893546","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109918654,0.004806188,0.000008274034,0.0013212381,0.0008643792,0.0020304227,0.00012892386,0.000103686,0.88081825],"genre_scores_gemma":[0.98510665,0.0029840763,0.00024801036,0.00016239587,0.0033515578,0.0002718309,0.00050481106,0.00007957004,0.007291078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99663264,0.000037590955,0.00088652706,0.0007316968,0.0012964462,0.00041512682],"domain_scores_gemma":[0.9940355,0.0005354762,0.0007276691,0.00050147943,0.0041730125,0.000026875125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049284725,0.0002710967,0.000559205,0.0012832328,0.0003140709,0.00023433151,0.0007011632,0.00033334558,0.0011393],"category_scores_gemma":[0.0033951036,0.00028275998,0.00019957824,0.0005482152,0.00030534592,0.001134675,0.0005791079,0.00051068637,0.0005618877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055612985,0.00013786183,0.21197943,0.000738325,0.00007285605,0.000004185341,0.000037789832,0.00003136648,0.00012421784,0.5134714,0.2707633,0.0025836278],"study_design_scores_gemma":[0.00031314674,0.000038007434,0.3121422,0.0007746072,0.00013649966,0.0000065786744,0.000016993617,0.0003590141,0.0000407775,0.40257782,0.28301027,0.0005840951],"about_ca_topic_score_codex":0.010562003,"about_ca_topic_score_gemma":0.0013799575,"teacher_disagreement_score":0.875188,"about_ca_system_score_codex":0.00057481334,"about_ca_system_score_gemma":0.0018876875,"threshold_uncertainty_score":0.99996245},"labels":[],"label_agreement":null},{"id":"W2121237000","doi":"10.34989/swp-2000-3","title":"Long-Term Determinants of the Personal Savings Rate: Literature Review and Some Empirical Results for Canada","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"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":"Cointegration; Economics; Inflation (cosmology); Interest rate; Term (time); Real interest rate; Personal income; Macroeconomics; Government (linguistics); Monetary economics; Econometrics","score_opus":0.028794575188954105,"score_gpt":0.30785168545964353,"score_spread":0.2790571102706894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121237000","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":[0.9889259,0.0072380817,9.2290605e-8,0.0013569094,0.0003757761,0.0011787177,0.00014660171,0.000009334302,0.0007686344],"genre_scores_gemma":[0.9462051,0.045998394,0.0001053881,0.0033188802,0.0009326905,0.0002259174,0.0005871317,0.00008302517,0.0025435162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702436,0.00011405308,0.000978417,0.0009453818,0.00036477903,0.0005730203],"domain_scores_gemma":[0.9975972,0.0003522363,0.00062011724,0.00079744763,0.00059439475,0.00003856665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020709177,0.0003526029,0.00090590946,0.00027513862,0.00024276551,0.0003994756,0.0007049489,0.00026490068,0.00003733705],"category_scores_gemma":[0.0021472552,0.00029317327,0.00029497896,0.0003978901,0.00019251001,0.00039007323,0.0018080071,0.00090305513,7.1891856e-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":[0.00021936069,0.00010717825,0.9624089,0.017245049,0.000073479554,0.00010335326,0.0002159043,0.000035559322,0.00004584915,0.00006070908,0.0037132744,0.015771404],"study_design_scores_gemma":[0.0010680069,0.00002084939,0.95782334,0.0160224,0.00026659542,0.000009492918,0.00011605841,0.0045426064,0.000053896565,0.00021934108,0.019133382,0.0007240097],"about_ca_topic_score_codex":0.010191493,"about_ca_topic_score_gemma":0.20762914,"teacher_disagreement_score":0.19743766,"about_ca_system_score_codex":0.00040084388,"about_ca_system_score_gemma":0.0009650219,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W2121490524","doi":"10.1111/j.1539-6975.2010.01363.x","title":"Do Markets Like Frozen Defined Benefit Pensions? An Event Study","year":2010,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pension plan; Financial distress; Pension; Equity (law); Business; Actuarial science; Event study; Finance; Plan (archaeology); Monetary economics; Accounting; Economics; Financial system","score_opus":0.010511091457226606,"score_gpt":0.24624424127996264,"score_spread":0.23573314982273602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121490524","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":[0.99726176,0.00024922966,0.00001963546,0.00013815438,0.0017306658,0.00023304432,0.000007899258,0.00003503045,0.00032455262],"genre_scores_gemma":[0.99689096,0.00010330603,0.00068012124,0.0003804961,0.0018024605,0.0000043927575,0.000007324274,0.000040653475,0.0000902565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741083,0.000052675514,0.000988971,0.00033290675,0.0008680533,0.0003465706],"domain_scores_gemma":[0.9964471,0.00011648741,0.0016284378,0.00057002075,0.0011816323,0.000056345107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019686322,0.00029356038,0.000562635,0.0005284285,0.00037644684,0.0003798991,0.00062237284,0.00009851231,0.00062854483],"category_scores_gemma":[0.00072027557,0.00023785824,0.00032153536,0.00076066295,0.000047355723,0.0020243526,0.00015737423,0.00069863774,0.00016146275],"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":[0.00034610383,0.0006679309,0.9894321,0.000015314383,0.00003904103,0.000078857935,0.00016318532,0.00014097906,0.0004911786,0.00042508854,0.0016064586,0.0065937475],"study_design_scores_gemma":[0.001226613,0.000077405166,0.97658354,0.00007326111,0.00020583996,0.000012487118,0.00019694296,0.00062300713,0.000018901994,0.0015773741,0.019123884,0.00028074408],"about_ca_topic_score_codex":0.0005795043,"about_ca_topic_score_gemma":0.001539348,"teacher_disagreement_score":0.017517425,"about_ca_system_score_codex":0.000031500862,"about_ca_system_score_gemma":0.000038475544,"threshold_uncertainty_score":0.96995777},"labels":[],"label_agreement":null},{"id":"W2122008508","doi":"","title":"Credit constraints and training after job loss","year":2003,"lang":"en","type":"preprint","venue":"ANU Open Research (Australian National University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Human capital; Subsidy; Economics; Order (exchange); Government (linguistics); Set (abstract data type); Imperfect; Training (meteorology); Economic interventionism; Labour economics; Finance; Public economics; Political science; Economic growth","score_opus":0.15001146207153693,"score_gpt":0.34185793199109776,"score_spread":0.19184646991956084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122008508","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":[0.7584205,0.000034972876,0.000014954661,0.0032878777,0.00036307695,0.0014465835,0.00020531309,0.00006108542,0.23616558],"genre_scores_gemma":[0.93822074,0.00005265981,0.0006237901,0.00043103777,0.00065417966,0.000013288925,0.00040097395,0.00003473854,0.05956862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964484,0.0001459488,0.00034111497,0.0009597385,0.0014478049,0.0006569778],"domain_scores_gemma":[0.99718976,0.00014398669,0.00023435695,0.00034925845,0.002001898,0.00008075422],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021926132,0.00034029465,0.00044310902,0.0015636737,0.000548782,0.0016206324,0.0012866516,0.00032893632,0.004200172],"category_scores_gemma":[0.00048222978,0.00039556265,0.00015843404,0.0015066157,0.0007578304,0.0019328134,0.0027605228,0.0010598745,0.0003379662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006366368,0.0002978613,0.40195805,0.0007792736,0.00032614323,0.0021950023,0.00044339994,0.00011330004,0.00008768649,0.41345996,0.1778195,0.0018831802],"study_design_scores_gemma":[0.001771296,0.00002926649,0.21096513,0.00066761504,0.00019024269,0.000009860057,0.0011096441,0.00027537247,0.000021726699,0.040078834,0.7437844,0.0010965631],"about_ca_topic_score_codex":0.0018958029,"about_ca_topic_score_gemma":0.00048122395,"teacher_disagreement_score":0.56596494,"about_ca_system_score_codex":0.0003048812,"about_ca_system_score_gemma":0.00056213816,"threshold_uncertainty_score":0.9998496},"labels":[],"label_agreement":null},{"id":"W2123115557","doi":"10.1111/caje.12088","title":"Post‐secondary attendance by parental income in the U.S. and Canada: Do financial aid policies explain the differences?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; Statistics Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Attendance; Demographic economics; Residence; Family income; Economics; Business; Economic growth","score_opus":0.030058492522466288,"score_gpt":0.15776264852752403,"score_spread":0.12770415600505775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123115557","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":[0.9921615,0.00035396163,0.0000019604427,0.0059129815,0.00069145754,0.00019832759,0.00012055697,0.0000028276875,0.0005564399],"genre_scores_gemma":[0.990358,0.00003897823,0.000013569346,0.008324325,0.0011192278,0.000013617307,0.00002853226,0.000026001942,0.00007776604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816096,0.00006448308,0.0007900772,0.00029964943,0.000012473088,0.0006723691],"domain_scores_gemma":[0.9984125,0.00020683344,0.00070196186,0.00034057678,0.00015432762,0.00018383673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010559391,0.00030071876,0.00053067773,0.00044876503,0.0004336833,0.00046326852,0.0009003261,0.0000984949,0.00016399851],"category_scores_gemma":[0.0004385482,0.00023921388,0.00012467947,0.00020649406,0.0002241648,0.00078432716,0.000055304263,0.00045016094,0.0000066665875],"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":[0.00003403172,0.0000078266185,0.8612239,0.000042371594,0.000017945036,0.000044780572,0.00056731154,0.00009298487,0.000006249466,0.13084765,0.0055702925,0.0015446584],"study_design_scores_gemma":[0.0008707549,0.00008240273,0.83178675,0.00014738343,0.00007493359,0.00010690204,0.0015176038,0.0011507025,0.0000066723624,0.029030215,0.13464141,0.0005842411],"about_ca_topic_score_codex":0.9822505,"about_ca_topic_score_gemma":0.9999229,"teacher_disagreement_score":0.12907112,"about_ca_system_score_codex":0.0007469247,"about_ca_system_score_gemma":0.0015287088,"threshold_uncertainty_score":0.97548586},"labels":[],"label_agreement":null},{"id":"W2123714743","doi":"10.1016/j.jmoneco.2012.10.012","title":"Consumption Smoothing and Portfolio Rebalancing: The Effects of Adjustment Costs","year":2011,"lang":"en","type":"article","venue":"Journal of Monetary Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Alberta; Okanagan University College; University of British Columbia","funders":"National Science Foundation","keywords":"Portfolio; Consumption smoothing; Economics; Consumption (sociology); Smoothing; Econometrics; Monetary economics; Business; Financial economics; Business cycle; Statistics; Mathematics; Macroeconomics","score_opus":0.014954584644720494,"score_gpt":0.18673788971342084,"score_spread":0.17178330506870035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123714743","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":[0.9969926,0.0015802366,0.000018751607,0.00006145575,0.0005361343,0.00012370097,6.461586e-7,0.0000055840324,0.00068090163],"genre_scores_gemma":[0.9973553,0.0011959153,0.0003985295,0.0005830964,0.00042296867,0.0000010324126,0.000003463045,0.000012216557,0.0000274714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990618,0.000014346091,0.00058365456,0.000112110734,0.000099173,0.00012887863],"domain_scores_gemma":[0.99849933,0.00007533706,0.0011239154,0.00015844293,0.00012716712,0.00001580898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534972,0.00012173268,0.000302203,0.00021648515,0.00007138509,0.00005201492,0.00017006615,0.000045501187,0.00008662484],"category_scores_gemma":[0.000097694814,0.00009125705,0.000121827,0.00007847247,0.00005589685,0.0010217458,0.0000794994,0.00013088243,0.000011937231],"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":[0.000119214565,0.00006280405,0.99052936,0.00015850617,0.00007873161,0.000016098233,0.00017987909,0.000060770748,0.00027604558,0.0024857614,0.0013134854,0.004719323],"study_design_scores_gemma":[0.0006341725,0.000055218632,0.9921768,0.00016081982,0.00039401342,0.000015735366,0.00006981454,0.002580198,0.00031636213,0.0016024838,0.0018656556,0.00012873414],"about_ca_topic_score_codex":0.00032609954,"about_ca_topic_score_gemma":0.00007454142,"teacher_disagreement_score":0.0045905886,"about_ca_system_score_codex":0.000043566954,"about_ca_system_score_gemma":0.000016050464,"threshold_uncertainty_score":0.37213546},"labels":[],"label_agreement":null},{"id":"W2124811634","doi":"10.3138/cpp.2012-096","title":"Differential Returns by Year of Retirement under the Canada Pension Plan","year":2014,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Rate of return; Pension; Pension plan; Economics; Plan (archaeology); Differential (mechanical device); Demographic economics; Actuarial science; Finance; Geography; Engineering","score_opus":0.012856285570127699,"score_gpt":0.1969181511468161,"score_spread":0.1840618655766884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124811634","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":[0.9627879,0.000029516086,0.000014278788,0.019291645,0.00039485507,0.00022708363,0.00006310878,0.000030444144,0.017161153],"genre_scores_gemma":[0.9883679,0.00000416871,0.0000063064854,0.009091135,0.0011829846,0.000007817609,0.0002791233,0.000029450544,0.0010310794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823904,0.000032734995,0.00035247678,0.00028227473,0.00048176906,0.00061169756],"domain_scores_gemma":[0.9988515,0.0000367866,0.00023734225,0.00053087936,0.00022714853,0.00011636599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024767747,0.00020817343,0.00025372818,0.00044805286,0.00034899745,0.00022680864,0.00053143234,0.000078689176,0.0012503851],"category_scores_gemma":[0.00030187602,0.00016467302,0.00008982218,0.0008212723,0.000094078176,0.00031095077,0.00011092244,0.00014863528,0.00005505525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010212593,0.000024280622,0.11551255,0.00005413273,0.000031290278,0.000003053581,0.000038560996,0.0000057470484,0.00034990857,0.28192008,0.6008478,0.0012024372],"study_design_scores_gemma":[0.00040559305,0.000009736399,0.14989439,0.000031182717,0.00006493624,7.0132165e-7,0.00013555051,0.0014459371,0.00006855018,0.0013640698,0.8462491,0.0003302617],"about_ca_topic_score_codex":0.9911937,"about_ca_topic_score_gemma":0.9958101,"teacher_disagreement_score":0.280556,"about_ca_system_score_codex":0.00041135988,"about_ca_system_score_gemma":0.0013926119,"threshold_uncertainty_score":0.9996626},"labels":[],"label_agreement":null},{"id":"W2125766366","doi":"10.5539/res.v6n2p110","title":"Distribution Impact of the Mortgage Interest Deduction in the Czech Republic","year":2014,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Masarykova Univerzita; Grantová Agentura České Republiky","keywords":"Czech; Decile; Distribution (mathematics); Economics; Interest rate; Loan; Tax deduction; Value (mathematics); Liability; Personal income tax; Gross income; Tax reform; Public economics; State income tax; Monetary economics; Macroeconomics; Finance","score_opus":0.0552372918375662,"score_gpt":0.3140527274895029,"score_spread":0.2588154356519367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125766366","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":[0.9737471,0.020012135,0.000011437362,0.00075543486,0.00015468593,0.0003501956,0.0000038004118,0.0000152481925,0.004949967],"genre_scores_gemma":[0.9912963,0.007977761,0.000006143852,0.00037759915,0.00026107978,0.0000043304285,0.000024449622,0.0000090585045,0.000043300297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987798,0.00022956662,0.0005253844,0.00014921217,0.00020009541,0.0001159751],"domain_scores_gemma":[0.9986321,0.000058284648,0.0005808888,0.0004144366,0.00031153773,0.0000028070053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024976868,0.00012319408,0.0003368126,0.00006392985,0.000096326294,0.00002785204,0.00032917704,0.000008873684,0.000026636946],"category_scores_gemma":[0.0021250308,0.000059743576,0.0002687581,0.0008870963,0.00009729399,0.00028943,0.00024923994,0.00008963213,0.000025826252],"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":[0.000025301766,0.0002847528,0.83882856,0.012770066,0.00016743926,0.0000037771779,0.00035465043,0.000019657647,0.00030093803,0.026910774,0.09380117,0.026532898],"study_design_scores_gemma":[0.000104743136,0.000016968695,0.94357574,0.004450189,0.00020553055,8.738956e-7,0.00010283918,0.00004493815,0.000009667709,0.0001689321,0.051232934,0.00008666187],"about_ca_topic_score_codex":0.000089912435,"about_ca_topic_score_gemma":0.00003890611,"teacher_disagreement_score":0.10474715,"about_ca_system_score_codex":0.000028109698,"about_ca_system_score_gemma":0.000005985284,"threshold_uncertainty_score":0.25440142},"labels":[],"label_agreement":null},{"id":"W2126323425","doi":"10.5539/ijef.v4n9p156","title":"The Effect of Financial Literacy and Emotions on Intent to Control Personal Budget: A Study among Israeli College Students","year":2012,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Debt; Nationality; Control (management); Finance; Personal income; Business; Psychology; Economics; Accounting; Financial system; Political science; Economic growth; Management","score_opus":0.006129038467066511,"score_gpt":0.24363602470446513,"score_spread":0.23750698623739863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126323425","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":[0.9981226,0.00019220069,0.000012518099,0.00046879475,0.00085142074,0.00024783707,0.000019522375,0.0000018561828,0.000083298895],"genre_scores_gemma":[0.99848557,0.00014659912,0.000023087001,0.00042834276,0.0008109969,0.000009023027,0.0000017618661,0.000009458903,0.00008514415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989768,0.000021764654,0.0005178058,0.00013281536,0.00019550882,0.00015525719],"domain_scores_gemma":[0.99887,0.00015633862,0.00058617163,0.000083713676,0.0002831933,0.000020580766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091860956,0.00013917328,0.0002866588,0.00023752742,0.0001478501,0.00020499094,0.00029575094,0.000029623157,0.000009870312],"category_scores_gemma":[0.00024992405,0.00010167793,0.00010910519,0.000094724535,0.000058147078,0.000711381,0.00013505445,0.000118415286,0.0000075391977],"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":[0.00059003447,0.00018045904,0.9862045,0.000006690811,0.00007007741,0.000006126986,0.00027992888,0.00016127089,0.000005993206,0.0077355257,0.00036457172,0.0043948255],"study_design_scores_gemma":[0.0017468818,0.00031775935,0.9841626,0.00009035474,0.00007826801,0.0000055519367,0.00007377739,0.002746539,0.00001162119,0.0002299477,0.010429234,0.00010742546],"about_ca_topic_score_codex":0.00007692201,"about_ca_topic_score_gemma":0.00007429857,"teacher_disagreement_score":0.010064662,"about_ca_system_score_codex":0.00004978563,"about_ca_system_score_gemma":0.000014114062,"threshold_uncertainty_score":0.41463056},"labels":[],"label_agreement":null},{"id":"W2126423699","doi":"10.5539/ass.v10n6p205","title":"Risk Attitude towards Mandatory Retirement Protection in Hong Kong: Why Are Risky Investments More Attractive?","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Government (linguistics); Perception; Business; Actuarial science; Psychology; Finance","score_opus":0.019919349586421164,"score_gpt":0.259300577333218,"score_spread":0.23938122774679682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126423699","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":[0.9570329,0.000016217904,0.00022945591,0.0010046666,0.0004377657,0.0006106338,0.0000039132183,0.000112164445,0.040552262],"genre_scores_gemma":[0.9975707,0.000004941735,0.00017972228,0.001207713,0.0008484657,0.000053385458,0.000009883881,0.000021156955,0.00010403872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997138,0.00006231094,0.0003989329,0.00070689677,0.0011266381,0.0005672063],"domain_scores_gemma":[0.9987578,0.000010432699,0.00061774626,0.00029023495,0.00028563573,0.000038161103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017846114,0.0002538289,0.00030538408,0.0005171862,0.0012583721,0.00044175988,0.000555625,0.00010509698,0.00012235112],"category_scores_gemma":[0.0005411949,0.00024986343,0.000119186865,0.0023246375,0.0004801564,0.0023704418,0.0002987354,0.00029964338,0.00016766721],"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":[0.000036914385,0.0001751419,0.94928944,0.000062186846,0.000009027351,0.000008144882,0.0007744038,0.000007764599,0.00084823207,0.0049588573,0.00092487765,0.04290503],"study_design_scores_gemma":[0.00039878621,0.000012402654,0.9852809,0.00006861197,0.000046922676,1.829931e-7,0.0005923108,0.0008759086,0.00018529053,0.0021508557,0.010088345,0.000299508],"about_ca_topic_score_codex":0.0026694771,"about_ca_topic_score_gemma":0.0008864871,"teacher_disagreement_score":0.042605523,"about_ca_system_score_codex":0.00037125446,"about_ca_system_score_gemma":0.00006889482,"threshold_uncertainty_score":0.99999535},"labels":[],"label_agreement":null},{"id":"W2126729239","doi":"10.1257/aer.103.6.2530","title":"Consumer Spending and the Economic Stimulus Payments of 2008","year":2013,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":894,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Receipt; Disbursement; Payment; Economics; Consumer Expenditure Survey; Stimulus (psychology); Durable good; Transfer payment; Demographic economics; Aggregate expenditure; Public economics; Finance; Macroeconomics; Accounting","score_opus":0.011511250449573743,"score_gpt":0.237561725621367,"score_spread":0.22605047517179325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126729239","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":[0.96550137,0.020063395,0.000005570083,0.0013009172,0.0002485498,0.0011144852,0.000005543628,0.00003059542,0.011729601],"genre_scores_gemma":[0.9638274,0.031725653,0.00011883947,0.0037324473,0.0002164016,0.000065277236,0.000019390067,0.000024689925,0.0002699443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874824,0.000030372847,0.000654566,0.0002871801,0.00006228194,0.0002173462],"domain_scores_gemma":[0.9985758,0.00010371026,0.0009016223,0.00037100812,0.00003180118,0.000016033717],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000487948,0.00018725224,0.00074374635,0.00009982903,0.000089318455,0.00010627739,0.00026130225,0.000014906065,0.0031870087],"category_scores_gemma":[0.00006211672,0.00013379261,0.00016587862,0.00011910353,0.0004520523,0.00065611093,0.00017865139,0.00006413126,0.0031727054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031685744,0.000024984205,0.7915883,0.0010625808,0.00014636946,0.000001422159,0.000033390777,0.000043358414,0.000017418137,0.015650852,0.054661375,0.13673829],"study_design_scores_gemma":[0.002511921,0.00003233675,0.3362694,0.0017528901,0.0013001923,0.000007908989,0.00017635188,0.018559748,0.000018261759,0.002344963,0.635983,0.0010429913],"about_ca_topic_score_codex":0.009161949,"about_ca_topic_score_gemma":0.00014409254,"teacher_disagreement_score":0.58132166,"about_ca_system_score_codex":0.000070398906,"about_ca_system_score_gemma":0.000023638811,"threshold_uncertainty_score":0.99772424},"labels":[],"label_agreement":null},{"id":"W2126933878","doi":"10.5267/j.msl.2014.3.007","title":"An investigation on the effects of financial management skills, wealth and financial intelligence on investors’ risk tolerance: Empirical evidence from Tehran Stock Exchange","year":2014,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Stock exchange; Empirical evidence; Finance; Stock (firearms); Empirical research; Financial risk","score_opus":0.02314236873731303,"score_gpt":0.2526941221381875,"score_spread":0.22955175340087444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126933878","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":[0.9938127,0.000040716408,0.0019354125,0.0019481741,0.0007339206,0.0011333304,0.000002963137,0.0000839644,0.00030883134],"genre_scores_gemma":[0.9694383,0.00012065962,0.0010056719,0.028623965,0.0006254568,0.00010908774,0.000012788606,0.000024834379,0.00003920218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604255,0.00015741866,0.0005693621,0.0011619168,0.0014537816,0.0006149552],"domain_scores_gemma":[0.9979167,0.00035879662,0.00058396766,0.0009919883,0.0000782827,0.00007027373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002334276,0.0004202104,0.00038689582,0.00085389975,0.00090462156,0.00041105048,0.0012231566,0.00006998824,0.000043894073],"category_scores_gemma":[0.00083731744,0.00032904552,0.000107167674,0.0021864218,0.00082815683,0.0015030043,0.00045987335,0.00029551325,0.00009821946],"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":[0.00016825422,0.00034166378,0.8926318,0.00093342975,0.000016663997,0.000029045288,0.001766045,0.0013219521,0.0016944795,0.024380969,0.008937365,0.06777829],"study_design_scores_gemma":[0.0003585012,0.0001542959,0.98057985,0.0010308021,0.00016505588,1.1773556e-7,0.00006321951,0.010745308,0.0008707913,0.0031824978,0.0024081036,0.00044144393],"about_ca_topic_score_codex":0.00068377564,"about_ca_topic_score_gemma":0.00012411208,"teacher_disagreement_score":0.087948024,"about_ca_system_score_codex":0.00013083822,"about_ca_system_score_gemma":0.0000149536745,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W2127475749","doi":"","title":"Do Dropouts Drop Out Too Soon? Evidence from Changes in School-Leaving Laws","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Earnings; Drop out; Economics; Dropout (neural networks); Norm (philosophy); School dropout; Demographic economics; Actuarial science; Labour economics; Law; Political science; Accounting","score_opus":0.05650579373753187,"score_gpt":0.31755113957999415,"score_spread":0.2610453458424623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127475749","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":[0.9630477,0.0008539861,0.0000022654735,0.0008079405,0.0010934653,0.0010695228,0.000021982354,0.00008192275,0.03302124],"genre_scores_gemma":[0.9839884,0.008383823,0.00057037163,0.0008177657,0.0018228779,0.00028925602,0.00019817428,0.0001508003,0.0037784993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946851,0.00022515064,0.0011697039,0.0019139922,0.0007287612,0.0012773048],"domain_scores_gemma":[0.99669147,0.00053499104,0.0006110744,0.0017075494,0.0003732686,0.000081651124],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039514904,0.0006329401,0.001101413,0.0018998935,0.0002690937,0.0014003941,0.0014927365,0.0005965086,0.0014210085],"category_scores_gemma":[0.0035389445,0.0007088559,0.0002913667,0.00064469216,0.0002366498,0.0011024832,0.0028297245,0.0021999588,0.00045928825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012758453,0.00015721277,0.9738959,0.00039981966,0.000048210906,0.00012710049,0.00031184635,0.0011723354,0.00041823866,0.0003539754,0.00079678226,0.022190975],"study_design_scores_gemma":[0.00271503,0.00008265052,0.76264757,0.01089974,0.00023789174,0.0000026466262,0.0024791886,0.052209128,0.00033865374,0.01933507,0.14470857,0.004343875],"about_ca_topic_score_codex":0.005352854,"about_ca_topic_score_gemma":0.023176337,"teacher_disagreement_score":0.21124837,"about_ca_system_score_codex":0.0013757643,"about_ca_system_score_gemma":0.0003821378,"threshold_uncertainty_score":0.99963623},"labels":[],"label_agreement":null},{"id":"W2128540583","doi":"10.1093/geronb/gbp022","title":"Identifying the Poorest Older Americans","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"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":"Boston College; U.S. Social Security Administration","keywords":"Political science; Geography; Socioeconomics; Demographic economics; Sociology; Economics","score_opus":0.05433139337908862,"score_gpt":0.3054495074633756,"score_spread":0.251118114084287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128540583","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":[0.9690741,0.0016522055,0.00018180702,0.02485022,0.00035961517,0.00017658506,0.0000010871823,0.000043769265,0.0036606465],"genre_scores_gemma":[0.9915448,0.0001945204,0.0001824801,0.0068002082,0.00072039734,0.000003890231,0.000003903106,0.000012992165,0.00053684076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985812,0.00005502375,0.0005194438,0.00017166887,0.00032856932,0.00034413917],"domain_scores_gemma":[0.9984781,0.000076967124,0.0007271049,0.00044431488,0.00026249976,0.000010969865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164206,0.00018212202,0.00036487594,0.00016039013,0.0005453029,0.00017733706,0.0007035918,0.000058168152,0.00067386264],"category_scores_gemma":[0.00018665277,0.00010161453,0.00019042192,0.0005398073,0.0003414469,0.0009957965,0.000119529264,0.00023801225,0.000077292905],"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":[0.0006321048,0.00035169974,0.8036025,0.00010700726,0.00028401753,0.000081982405,0.003109737,0.00020935542,0.009613862,0.06503489,0.09322935,0.023743458],"study_design_scores_gemma":[0.00026694516,0.00003601807,0.95746297,0.00007322647,0.00028763994,0.000033988494,0.001302232,0.00015033284,0.00022243701,0.015699496,0.024270125,0.00019461142],"about_ca_topic_score_codex":0.0005766812,"about_ca_topic_score_gemma":0.0007191688,"teacher_disagreement_score":0.15386042,"about_ca_system_score_codex":0.000016911246,"about_ca_system_score_gemma":0.000014354176,"threshold_uncertainty_score":0.73783237},"labels":[],"label_agreement":null},{"id":"W2128733521","doi":"10.2139/ssrn.1273597","title":"Are Children Decision-Makers within the Household?","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"HEC Montréal; Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Business; Public economics; Economics","score_opus":0.011592750043173495,"score_gpt":0.20311427811102503,"score_spread":0.19152152806785153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128733521","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":[0.9968709,0.0011502458,0.00033921015,0.00056009815,0.00031906925,0.00016989898,0.0000012632738,0.000077904864,0.00051143754],"genre_scores_gemma":[0.99491036,0.00047823106,0.00006495468,0.0017566181,0.0019669496,0.000004569274,0.000008085274,0.000048418933,0.0007618308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697644,0.000027085762,0.0004928608,0.00029653736,0.0006921572,0.0015148976],"domain_scores_gemma":[0.9985172,0.00005663443,0.00083199865,0.00036823767,0.00020483429,0.000021094695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016194615,0.00025970262,0.00027942317,0.00030318083,0.0012691318,0.00024929043,0.00067085016,0.00007771222,0.00011251219],"category_scores_gemma":[0.00037038364,0.00017374389,0.00027906615,0.0008752172,0.00010817913,0.0009197422,0.00013696784,0.0013737543,0.00029805372],"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":[0.00008648042,0.00007235704,0.95894057,0.0000033972299,0.00009035135,0.00002922979,0.00005021463,0.0005061,0.000018654888,0.033045508,0.005622874,0.0015342708],"study_design_scores_gemma":[0.0011293445,0.000032388405,0.8761638,0.00007821349,0.0002502289,0.00055561186,0.0006373473,0.0006380627,0.000009183741,0.11240287,0.0076005296,0.00050243846],"about_ca_topic_score_codex":0.00039393755,"about_ca_topic_score_gemma":0.0016290696,"teacher_disagreement_score":0.08277678,"about_ca_system_score_codex":0.00028437117,"about_ca_system_score_gemma":0.00037461414,"threshold_uncertainty_score":0.9761264},"labels":[],"label_agreement":null},{"id":"W2128752975","doi":"10.1111/j.1468-2354.2004.00138.x","title":"Intertemporal Labor Supply and Human Capital Accumulation*","year":2004,"lang":"en","type":"article","venue":"International Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Queen's University","funders":"","keywords":"Economics; Human capital; Elasticity of substitution; Wage; Consumption (sociology); Elasticity of intertemporal substitution; Elasticity (physics); Labour economics; Substitution (logic); Microeconomics; Econometrics; Production (economics); Growth model","score_opus":0.02610191947877383,"score_gpt":0.2931506962542205,"score_spread":0.2670487767754467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128752975","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":[0.9864397,0.002415294,0.000011310392,0.003452318,0.0005009895,0.0002600213,0.000013302872,0.00005062316,0.006856443],"genre_scores_gemma":[0.99246114,0.0011911396,0.00015084598,0.004631077,0.0008243476,0.000021393924,0.0002745653,0.000017810626,0.0004276822],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989844,0.000005302453,0.00048605827,0.00028134312,0.00011738167,0.0001255237],"domain_scores_gemma":[0.9994138,0.0000120088735,0.0002909456,0.0001627265,0.00010758039,0.000012964214],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023897678,0.0001525761,0.00025886536,0.00016611823,0.000084107654,0.00021683237,0.00025677562,0.000030766434,0.002364562],"category_scores_gemma":[0.00005513761,0.00014760255,0.00011469489,0.000080182595,0.000038608796,0.0012805467,0.00015198141,0.00006816754,0.0012289509],"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":[0.000007887277,0.000043258875,0.67878836,0.0003517626,0.000039296,0.000008250832,0.000022646209,0.00006710826,0.000048181915,0.31450266,0.0040321243,0.0020884478],"study_design_scores_gemma":[0.0010027945,0.00001281316,0.42453033,0.0018379879,0.00014006974,0.00000906065,0.000016868667,0.00042218418,0.000017833416,0.02278423,0.548764,0.00046184257],"about_ca_topic_score_codex":0.0013514385,"about_ca_topic_score_gemma":0.0006662017,"teacher_disagreement_score":0.54473186,"about_ca_system_score_codex":0.00012304445,"about_ca_system_score_gemma":0.000024612804,"threshold_uncertainty_score":0.99954873},"labels":[],"label_agreement":null},{"id":"W2128832514","doi":"10.2139/ssrn.2294668","title":"Savings By and For the Poor: A Research Review and Agenda","year":2013,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Consumption (sociology); Welfare; Resilience (materials science); Economics; Variable (mathematics); Psychological resilience; Public economics; Business; Natural resource economics; Market economy; Sociology; Psychology","score_opus":0.0848305014187772,"score_gpt":0.36051986470824926,"score_spread":0.2756893632894721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128832514","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001909367,0.996813,0.000035729234,0.0011617164,0.00010244702,0.0016222681,0.0000062795043,0.00001741805,0.00022204948],"genre_scores_gemma":[0.000020203392,0.99291486,0.00001994096,0.0008559919,0.0011492234,0.00017694656,0.000056060635,0.000075843076,0.004730907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616367,0.00010398663,0.0007236717,0.00046682794,0.0004955128,0.0020463625],"domain_scores_gemma":[0.998149,0.00034851555,0.00069986214,0.00030729387,0.0004701765,0.000025152789],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007679304,0.00041683522,0.0012285998,0.0003592602,0.0009865393,0.0007804615,0.00060884014,0.00015726747,0.00015314073],"category_scores_gemma":[0.00058611773,0.00025089303,0.0003923032,0.0007897921,0.00013900445,0.0006437645,0.00031778982,0.0023537274,0.00009811412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000424662,0.000017932833,0.00005719323,0.015139229,0.00018812895,0.000001035729,0.0000056311096,8.4039815e-9,4.625455e-7,0.016603606,0.10464146,0.8633411],"study_design_scores_gemma":[0.00015240783,0.000029381565,0.0000049131495,0.005994161,0.0028098968,0.000051896935,0.000039732993,0.000017108578,1.8044235e-8,0.009522047,0.98110455,0.00027389944],"about_ca_topic_score_codex":0.00041931286,"about_ca_topic_score_gemma":0.00030091562,"teacher_disagreement_score":0.87646306,"about_ca_system_score_codex":0.0003138598,"about_ca_system_score_gemma":0.0006114617,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W2129909589","doi":"10.2139/ssrn.1335472","title":"Do Markets Like Frozen DB Pensions? An Event Study","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Event study; Event (particle physics); Business; Economics; Geography; Physics; Archaeology","score_opus":0.017735798929652682,"score_gpt":0.2513361225608879,"score_spread":0.2336003236312352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129909589","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":[0.99686027,0.00080926134,0.00013550825,0.00025954825,0.00044716176,0.0003358315,6.396943e-7,0.00008950796,0.0010622501],"genre_scores_gemma":[0.99454087,0.00064386986,0.00003824043,0.00062159373,0.0018752856,0.000010159112,0.00002142375,0.000058646707,0.0021898972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958171,0.00009418594,0.00063934136,0.00048817194,0.00085201015,0.0021091553],"domain_scores_gemma":[0.9985348,0.000031036067,0.0004646031,0.0004885669,0.00043261994,0.000048367645],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026931004,0.00034293954,0.00041535348,0.00056149537,0.0010884381,0.0002860935,0.0005884368,0.00008332205,0.00072053657],"category_scores_gemma":[0.00014665295,0.00029907076,0.00027404106,0.0008060181,0.000051404822,0.0017657919,0.00019848859,0.0012522867,0.0005217329],"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":[0.0002928786,0.001109525,0.9795529,0.000010396365,0.000142016,0.00015137992,0.00025991644,0.00007282026,0.00008808823,0.010319773,0.003707677,0.004292608],"study_design_scores_gemma":[0.0034025374,0.00052110263,0.9004485,0.0000776422,0.00058215647,0.0003985526,0.0046976134,0.002548813,0.000009332498,0.04878219,0.037327643,0.0012039394],"about_ca_topic_score_codex":0.00055063004,"about_ca_topic_score_gemma":0.002115972,"teacher_disagreement_score":0.07910444,"about_ca_system_score_codex":0.00033713118,"about_ca_system_score_gemma":0.0005167355,"threshold_uncertainty_score":0.9999461},"labels":[],"label_agreement":null},{"id":"W2130367663","doi":"10.2469/faj.v64.n3.8","title":"Portfolio Choice with Puts: Evidence from Variable Annuities","year":2008,"lang":"en","type":"article","venue":"Financial Analysts Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Annuity; Asset allocation; Longevity risk; Economics; Equity (law); Actuarial science; Stochastic game; Life annuity; Portfolio; Longevity; Variable (mathematics); Asset (computer security); Financial economics; Microeconomics; Pension; Finance; Computer science","score_opus":0.02442856300086217,"score_gpt":0.2133581458130834,"score_spread":0.18892958281222125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130367663","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":[0.99397016,0.0012835639,0.0012392494,0.0003164053,0.00064235437,0.00015291765,0.0000112837415,0.000106506646,0.0022775512],"genre_scores_gemma":[0.9842474,0.00017793434,0.0024387455,0.001691125,0.0084042,0.000012039613,0.000067944726,0.000051490006,0.002909163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692214,0.000035602505,0.00080946635,0.0005168043,0.0010727844,0.0006431956],"domain_scores_gemma":[0.99743366,0.000112060305,0.00089986826,0.00042719458,0.0010627265,0.0000644933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058931013,0.0004135862,0.0006708736,0.00068546564,0.0012115659,0.00052051235,0.0006385029,0.00013676821,0.0028073895],"category_scores_gemma":[0.0008252939,0.0003316105,0.00028460062,0.0018289009,0.00015911524,0.0041220845,0.00017731561,0.00051545154,0.0004985563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017996565,0.000109352644,0.94229585,0.000038487928,0.000068471294,0.0006186593,0.00019058163,0.00046192802,0.0002739048,0.0008623516,0.05461198,0.00028847018],"study_design_scores_gemma":[0.0009374404,0.000068048335,0.8298704,0.00076404214,0.00073730823,0.00010733848,0.000083548184,0.001663883,0.00007043942,0.0027092064,0.16216306,0.00082525844],"about_ca_topic_score_codex":0.007642383,"about_ca_topic_score_gemma":0.0010813334,"teacher_disagreement_score":0.112425424,"about_ca_system_score_codex":0.00011680317,"about_ca_system_score_gemma":0.0003117348,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W2130828866","doi":"10.3138/cpp.34.supplement.s21","title":"How Vulnerable Are Private Pensions?","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.03390426177736108,"score_gpt":0.21322764224671997,"score_spread":0.1793233804693589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130828866","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":[0.9316905,0.00023572701,0.00000814534,0.041292135,0.00033127592,0.00028933075,0.0000333276,0.0002060138,0.02591356],"genre_scores_gemma":[0.97183454,0.000030567455,0.00007832509,0.017413408,0.0025812471,0.00002163352,0.00020740481,0.00004904246,0.0077838423],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979877,0.000021988633,0.00025508273,0.0004144938,0.00034026394,0.0009805015],"domain_scores_gemma":[0.9986467,0.000021833343,0.00022714568,0.00058589526,0.00031398315,0.0002044739],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002598343,0.0002716036,0.0003161658,0.0019391867,0.0013545668,0.00074825756,0.00047014788,0.000120428966,0.0007377009],"category_scores_gemma":[0.0012298396,0.00027287623,0.00012235391,0.0022146797,0.00012428408,0.002145016,0.00012680421,0.0002461504,0.0012012887],"study_design_candidate":"not_applicable","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":[0.0000036614845,0.000030491581,0.5389374,0.00003733855,0.000017263366,0.00020066573,0.00003704785,0.000004664218,0.00005944322,0.17684294,0.28255138,0.0012777254],"study_design_scores_gemma":[0.00020795583,0.000002670407,0.19567725,0.000013409131,0.000016763493,0.000010832506,0.000031668344,0.0003481565,0.0000061274427,0.0008586862,0.8025418,0.00028467656],"about_ca_topic_score_codex":0.5043565,"about_ca_topic_score_gemma":0.35206884,"teacher_disagreement_score":0.51999044,"about_ca_system_score_codex":0.00032332278,"about_ca_system_score_gemma":0.0008181549,"threshold_uncertainty_score":0.99997234},"labels":[],"label_agreement":null},{"id":"W2131385279","doi":"10.1111/j.1475-4991.2011.00437.x","title":"PORTFOLIO ALLOCATION IN THE FACE OF A MEANS‐TESTED PUBLIC PENSION","year":2011,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Canadian Institute for International Peace and Security; York University","funders":"","keywords":"Incentive; Asset (computer security); Pension; Portfolio; Asset allocation; Economics; Sample (material); Health and Retirement Study; Actuarial science; Pension plan; Labour economics; Demographic economics; Finance; Microeconomics","score_opus":0.03837405896809203,"score_gpt":0.26382862684489755,"score_spread":0.2254545678768055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131385279","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":[0.97296554,0.019256946,0.000025555293,0.0007688955,0.000050096533,0.0006164272,0.0000014533408,0.000012968704,0.0063021295],"genre_scores_gemma":[0.9817538,0.01654632,0.00011871213,0.0014738204,0.000042193482,0.000008297899,0.000030203004,0.000006833713,0.000019773888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986868,0.00005618851,0.00069022586,0.00015629604,0.0002793864,0.00013109224],"domain_scores_gemma":[0.9987341,0.00003415288,0.00067041273,0.00030375484,0.00024916185,0.00000840685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019409296,0.000107004395,0.0004017678,0.0002206796,0.00004639685,0.000017313063,0.00021083409,0.000030202726,0.00018319994],"category_scores_gemma":[0.00026474017,0.00006865518,0.00008266428,0.0009481141,0.000039724204,0.00043270554,0.00007242108,0.0000694279,0.000018346103],"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":[0.000011880635,0.00014584567,0.9498351,0.009608885,0.000007622199,0.000002462021,0.00020605806,2.742371e-7,0.00005570682,0.029766016,0.0008959187,0.009464231],"study_design_scores_gemma":[0.00022064133,0.000026920223,0.984771,0.004278541,0.00010024816,0.0000016062124,0.00011861651,0.00029450757,0.000016194066,0.0008270533,0.009226426,0.00011821606],"about_ca_topic_score_codex":0.0011341816,"about_ca_topic_score_gemma":0.00019930527,"teacher_disagreement_score":0.03493593,"about_ca_system_score_codex":0.000009758861,"about_ca_system_score_gemma":0.000028731178,"threshold_uncertainty_score":0.2799677},"labels":[],"label_agreement":null},{"id":"W2131523051","doi":"10.1093/geront/45.1.26","title":"Who Foregoes Survivor Protection in Employer-Sponsored Pension Annuities?","year":2005,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Atlantic Philanthropies; Robert Wood Johnson Foundation","keywords":"Pension; Spouse; Annuity; Life annuity; Actuarial science; Health and Retirement Study; Payment; Quarter (Canadian coin); Economics; Business; Labour economics; Demographic economics; Finance; Gerontology; Medicine; Political science; Law","score_opus":0.03616259142419545,"score_gpt":0.24599500750712538,"score_spread":0.20983241608292993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131523051","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":[0.99086964,0.00022859803,0.00012199935,0.0026423186,0.0002172819,0.0005749605,0.0000021305277,0.00016468507,0.0051784064],"genre_scores_gemma":[0.99516606,0.000016607133,0.00011897389,0.0009086057,0.00082173344,0.00007158103,0.000026220894,0.000024569197,0.002845645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984327,0.00006173266,0.00042469645,0.0003551018,0.00031022308,0.00041552557],"domain_scores_gemma":[0.99904644,0.000056909077,0.00027629168,0.00045708692,0.00015343408,0.000009816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009272937,0.00023466581,0.0003250613,0.00033798703,0.00034461005,0.00021934914,0.0003761313,0.00010417766,0.00034418522],"category_scores_gemma":[0.0003144252,0.00016506425,0.00012122737,0.0007050413,0.00017238085,0.001066757,0.0001752755,0.00019810484,0.00038537398],"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":[0.0013195267,0.000384121,0.90403,0.00019588463,0.000032117943,0.00003984644,0.0009965582,0.0009295146,0.0011535807,0.033580195,0.019530516,0.037808087],"study_design_scores_gemma":[0.0009251032,0.000042624757,0.84624743,0.000115998686,0.000085175576,0.000004562727,0.00041168442,0.018608758,0.0001942521,0.002895819,0.12995705,0.0005115185],"about_ca_topic_score_codex":0.008332664,"about_ca_topic_score_gemma":0.04551922,"teacher_disagreement_score":0.11042654,"about_ca_system_score_codex":0.00010187023,"about_ca_system_score_gemma":0.000016628544,"threshold_uncertainty_score":0.9982709},"labels":[],"label_agreement":null},{"id":"W2133086872","doi":"","title":"Evolution of Consumption Volatility for the Liquidity Constrained Households over 1983 to 2004","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Market liquidity; Economics; Volatility (finance); Welfare; Consumption (sociology); Panel Study of Income Dynamics; Permanent income hypothesis; Demographic economics; Quarter (Canadian coin); Monetary economics; Household income; Labour economics; Econometrics; Geography","score_opus":0.04360331531640469,"score_gpt":0.3081835045841768,"score_spread":0.2645801892677721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133086872","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":[0.9947427,0.00017086584,0.00013491971,0.00032816234,0.00038972142,0.0020767185,0.00009620054,0.000050428054,0.0020103033],"genre_scores_gemma":[0.997774,0.00032063326,0.00037155312,0.00019254762,0.00073547446,0.00018354824,0.00013368002,0.000038949114,0.00024959366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720424,0.00007877027,0.00092412083,0.0008013503,0.00039374668,0.0005977842],"domain_scores_gemma":[0.99740547,0.0004943565,0.00050857145,0.0010259707,0.0005308996,0.000034754485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037468313,0.00031706155,0.00060544896,0.0006103432,0.00027214244,0.00022793392,0.00069867226,0.00033777248,0.00018772985],"category_scores_gemma":[0.0013980103,0.00029361862,0.00034142085,0.00032798306,0.00030960483,0.00033938145,0.0007608307,0.0006440077,0.000016001135],"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":[0.0012744379,0.00044365288,0.91433597,0.0013224181,0.000117104035,0.000004731012,0.00015607529,0.031480577,0.0006617824,0.00785683,0.0022269865,0.040119436],"study_design_scores_gemma":[0.0009715559,0.000058263086,0.7851803,0.0004076952,0.00011846912,4.7027362e-7,0.00008445277,0.18312873,0.00006584339,0.006808185,0.022658575,0.0005174928],"about_ca_topic_score_codex":0.0013294644,"about_ca_topic_score_gemma":0.0022943872,"teacher_disagreement_score":0.15164815,"about_ca_system_score_codex":0.00087245676,"about_ca_system_score_gemma":0.0003038299,"threshold_uncertainty_score":0.9999516},"labels":[],"label_agreement":null},{"id":"W2133527426","doi":"10.2139/ssrn.2060548","title":"Borrow Less Tomorrow: Behavioral Approaches to Debt Reduction","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Reduction (mathematics); Debt; Behavioral economics; Economics; Psychology; Business; Microeconomics; Finance; Mathematics","score_opus":0.06452151126344643,"score_gpt":0.24803214034277044,"score_spread":0.183510629079324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133527426","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":[0.99478596,0.0009040892,0.0008131977,0.0007621657,0.001016326,0.00020223414,6.227866e-7,0.00007722457,0.001438149],"genre_scores_gemma":[0.99247307,0.00006874887,0.0002230868,0.00023581034,0.0050306967,0.000016105474,0.00002690951,0.000048044003,0.0018775258],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637735,0.000027775266,0.00040507867,0.00026873127,0.00047777468,0.0024432805],"domain_scores_gemma":[0.9992628,0.000007065209,0.00028795144,0.00024709338,0.00014382688,0.000051259307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017961003,0.00025895043,0.0002699648,0.00046945718,0.00045107325,0.0002851294,0.00034203823,0.00009259494,0.00016678957],"category_scores_gemma":[0.000046664598,0.00023856705,0.00020624683,0.00081372325,0.0000328997,0.0022255082,0.00011702786,0.0008707927,0.0006119174],"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":[0.00020815665,0.0007385508,0.5360575,0.00004044158,0.000075613796,0.0000063385796,0.00039411001,0.000092789174,0.0020046663,0.410378,0.003716626,0.0462872],"study_design_scores_gemma":[0.006346062,0.0009089111,0.29305694,0.000500012,0.0049486593,0.0016334703,0.03088243,0.0031954183,0.0030468437,0.24205023,0.40606126,0.0073697907],"about_ca_topic_score_codex":0.00046635346,"about_ca_topic_score_gemma":0.00071413367,"teacher_disagreement_score":0.4023446,"about_ca_system_score_codex":0.000570525,"about_ca_system_score_gemma":0.00020362303,"threshold_uncertainty_score":0.9728482},"labels":[],"label_agreement":null},{"id":"W2133531158","doi":"10.1111/j.1540-5982.2006.00385.x","title":"The role of low expectations in health and education investment and hazardous consumption","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Investment (military); Consumption (sociology); Marginal utility; Capital (architecture); Human capital; Economics; Environmental health; Business; Microeconomics; Economic growth; Engineering; Medicine; Political science","score_opus":0.03481005909903589,"score_gpt":0.17702985162282173,"score_spread":0.14221979252378583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133531158","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":[0.9953321,0.002856134,0.0000012183054,0.0009800113,0.000230508,0.00017858841,0.000008013412,0.0000017661165,0.00041161335],"genre_scores_gemma":[0.99870425,0.00017031476,0.00011033869,0.00058225525,0.00030795686,0.000009139093,0.000018501743,0.000013665306,0.000083558574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988878,0.00001913137,0.00067610457,0.00015017229,0.0000035441667,0.0002632914],"domain_scores_gemma":[0.9988194,0.00005632629,0.00072836946,0.0001285809,0.0001335593,0.00013376496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040229567,0.00011828347,0.00026710972,0.000626934,0.00018750923,0.00015593988,0.00012231008,0.00004566291,0.000019930614],"category_scores_gemma":[0.00009700691,0.00012215208,0.000049453294,0.0001142199,0.00012272058,0.0004962264,0.000013501803,0.00009784216,0.0000029953903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016441543,0.000011459533,0.49606574,0.00006467707,0.0000089391315,0.0000025022407,0.00030764317,0.00032522436,0.000009104107,0.49950188,0.00025576746,0.003430614],"study_design_scores_gemma":[0.0010334218,0.00010650535,0.30356786,0.00050207594,0.00006054218,0.000067432025,0.0042170556,0.01012381,0.000044701363,0.62046576,0.059336122,0.00047470324],"about_ca_topic_score_codex":0.3057165,"about_ca_topic_score_gemma":0.97893286,"teacher_disagreement_score":0.67321634,"about_ca_system_score_codex":0.0004978345,"about_ca_system_score_gemma":0.0009893856,"threshold_uncertainty_score":0.6989068},"labels":[],"label_agreement":null},{"id":"W2134522389","doi":"10.1504/ijeed.2014.061465","title":"Financial difficulties and perseverance in postsecondary education: where we stand today","year":2014,"lang":"en","type":"article","venue":"International Journal of Education Economics and Development","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Postsecondary education; Revenue; Persistence (discontinuity); Affect (linguistics); Finance; Higher education; Psychology; Business; Actuarial science; Economics; Economic growth; Engineering","score_opus":0.0064978198664631046,"score_gpt":0.21579417306707593,"score_spread":0.20929635320061282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134522389","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":[0.9933156,0.0017845824,0.000041278545,0.002258136,0.0016493973,0.00006236217,0.0000010813651,0.000003050297,0.00088452874],"genre_scores_gemma":[0.99378777,0.0016068445,0.0019035921,0.0012113204,0.0010326343,0.0000060770794,0.000013212317,0.000008506334,0.00043005962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991582,0.0000074378645,0.0004906837,0.00014425983,0.00011021598,0.00008918312],"domain_scores_gemma":[0.9990799,0.000028174654,0.0004134375,0.000052909294,0.00040776134,0.000017825774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003020042,0.00011042459,0.00016711035,0.00039444971,0.000071084694,0.00024273511,0.00014083234,0.000036877726,0.00011923785],"category_scores_gemma":[0.000084176834,0.00010741806,0.000030110681,0.000062213825,0.000029769379,0.00080682134,0.000059225793,0.000080637845,0.000010481452],"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":[0.00013680346,0.0004761885,0.7715285,0.00012864874,0.000036818397,0.0000015601928,0.0019083384,0.0001271869,0.000028052911,0.033163764,0.008263898,0.18420024],"study_design_scores_gemma":[0.00037674524,0.0000084915655,0.54171526,0.00020890319,0.000007949715,0.000010404012,0.0005794146,0.00022888175,0.000013385183,0.0017858886,0.45493206,0.0001325959],"about_ca_topic_score_codex":0.000045489658,"about_ca_topic_score_gemma":0.00022863866,"teacher_disagreement_score":0.44666818,"about_ca_system_score_codex":0.0001234881,"about_ca_system_score_gemma":0.00061694393,"threshold_uncertainty_score":0.43803814},"labels":[],"label_agreement":null},{"id":"W2135331165","doi":"10.4419/86788430","title":"Sons' Unexpected Long Term Scarring due to Fathers' Unemployment","year":2012,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McMaster University","funders":"","keywords":"Political science; Unemployment; Gynecology; Economics; Medicine","score_opus":0.02766608061999747,"score_gpt":0.29052506566502834,"score_spread":0.26285898504503086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135331165","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":[0.9761748,0.00006440437,0.0000043879154,0.00025288123,0.00029993142,0.00050612265,0.0000025333584,0.00007899553,0.022615954],"genre_scores_gemma":[0.9966089,0.00006374044,0.00022216565,0.00044364377,0.0011455577,0.000100317186,0.000034057834,0.00006650414,0.0013151261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731696,0.00005000401,0.0005409596,0.0005429077,0.00037404665,0.0011751511],"domain_scores_gemma":[0.99887246,0.00010969975,0.00014276427,0.00063150865,0.00015185782,0.000091695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015489443,0.00026369264,0.00039509012,0.001024466,0.00030924444,0.0003186873,0.00050083146,0.000113524235,0.0004660913],"category_scores_gemma":[0.0003714675,0.00027604998,0.00015188493,0.00074498425,0.00007682652,0.0010316097,0.00061784085,0.0003432119,0.0004252426],"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":[0.000056314013,0.00015037418,0.9605155,0.000054112257,0.000021994858,0.000022089218,0.00020848845,0.00025390243,0.0007099692,0.0010107562,0.00016993402,0.03682656],"study_design_scores_gemma":[0.00063143595,0.000022588922,0.9677522,0.00016415855,0.000028836972,0.0000033837941,0.0006109434,0.0022064112,0.000357827,0.00013160915,0.027544687,0.00054590334],"about_ca_topic_score_codex":0.00033893,"about_ca_topic_score_gemma":0.00077605265,"teacher_disagreement_score":0.036280654,"about_ca_system_score_codex":0.0004979654,"about_ca_system_score_gemma":0.000050139515,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W2135489714","doi":"10.1257/jep.23.4.3","title":"The Rising Instability of U.S. Earnings","year":2009,"lang":"en","type":"article","venue":"The Journal of Economic Perspectives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":302,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Instability; Economics; Quarter (Canadian coin); Inequality; Demographic economics; Economic inequality; Labour economics; Geography","score_opus":0.010690676064105953,"score_gpt":0.23423228254452091,"score_spread":0.22354160648041496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135489714","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":[0.9925783,0.0008233057,0.000023261344,0.0012954663,0.0001436012,0.00006700855,4.1558152e-7,0.0000071370505,0.0050614676],"genre_scores_gemma":[0.99891084,0.00015473523,0.00004948363,0.00013317673,0.0006702417,2.0489392e-7,2.5189323e-7,0.000006503154,0.00007453555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908274,0.000037461406,0.00050411245,0.00009258044,0.00013289595,0.00015021127],"domain_scores_gemma":[0.9982851,0.00015591114,0.001072963,0.00022271021,0.00025519374,0.0000080774125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018349946,0.000106307285,0.0002455512,0.00013297563,0.00028736916,0.00010686481,0.00042176872,0.000024452564,0.00012877009],"category_scores_gemma":[0.0002726926,0.000060703904,0.0001937463,0.00015351824,0.00016566426,0.00079793343,0.000056726083,0.00018046441,0.000026141532],"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":[0.0017155063,0.00041524056,0.8522844,0.000042796968,0.00027247064,0.000007345622,0.012292345,0.003077806,0.0066924505,0.09982674,0.0059716315,0.017401287],"study_design_scores_gemma":[0.0004533599,0.00006533743,0.9640955,0.00005135202,0.00019050324,0.0000072308717,0.007871904,0.0013397769,0.00016099738,0.018868392,0.006748937,0.00014671285],"about_ca_topic_score_codex":0.00018210846,"about_ca_topic_score_gemma":0.00009144656,"teacher_disagreement_score":0.11181111,"about_ca_system_score_codex":0.00011193021,"about_ca_system_score_gemma":0.000042916734,"threshold_uncertainty_score":0.24754333},"labels":[],"label_agreement":null},{"id":"W2135701255","doi":"10.2139/ssrn.2024455","title":"Boarding a Sinking Ship? An Investigation of Job Applications to Financially Distressed Firms","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Business; Finance","score_opus":0.014643018379244673,"score_gpt":0.24297428014502223,"score_spread":0.22833126176577756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135701255","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":[0.99129355,0.00037076793,0.0071783834,0.0002996763,0.00013180233,0.00024937702,0.000001557872,0.000045371267,0.00042950007],"genre_scores_gemma":[0.99673975,0.000043643497,0.00051520014,0.00037663156,0.0020821863,0.000024732168,0.00004037088,0.000031110743,0.000146362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749494,0.00002671829,0.0004891928,0.00021094055,0.00040837383,0.0013698193],"domain_scores_gemma":[0.998928,0.00002685711,0.00046160285,0.0002481769,0.00028917333,0.00004617915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017768263,0.00018611686,0.00025396535,0.0003981618,0.00039787524,0.0001668592,0.00035550314,0.00006883238,0.000046483096],"category_scores_gemma":[0.00012552306,0.00017926029,0.00013624832,0.0009932141,0.00003755475,0.0018589847,0.00008830489,0.0004987765,0.00007790001],"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":[0.00003224079,0.00005988258,0.8030839,0.000034352885,0.000022891023,3.9491016e-7,0.00021413168,0.00008883034,0.003891108,0.1863564,0.00011321187,0.0061026695],"study_design_scores_gemma":[0.000869014,0.0001075522,0.79240316,0.00022083212,0.00048803128,0.000019261512,0.0011905279,0.001066731,0.0006801231,0.1880688,0.014055621,0.00083034387],"about_ca_topic_score_codex":0.00037047107,"about_ca_topic_score_gemma":0.0013471066,"teacher_disagreement_score":0.013942409,"about_ca_system_score_codex":0.00029847637,"about_ca_system_score_gemma":0.0003001991,"threshold_uncertainty_score":0.7310022},"labels":[],"label_agreement":null},{"id":"W2136714284","doi":"10.1017/s1474747211000138","title":"The economics of state and local pensions","year":2011,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Pension; Portfolio; Aside; State (computer science); Perspective (graphical); Discounting; Economics; Business; Plan (archaeology); Public economics; Set (abstract data type); Finance; Actuarial science","score_opus":0.017007590904376212,"score_gpt":0.1889844058496696,"score_spread":0.1719768149452934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136714284","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":[0.9977601,0.00067958585,0.000052142343,0.0002904064,0.00027410805,0.00007350403,0.0000044559265,0.0000022767051,0.0008634299],"genre_scores_gemma":[0.98597187,0.012708615,0.00072599936,0.00025953245,0.00013467282,9.803219e-7,0.0000011657786,0.000014175638,0.00018299006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988955,0.000008378814,0.0007096486,0.00015849432,0.000047168953,0.00018078458],"domain_scores_gemma":[0.9984353,0.00008100352,0.0010191476,0.00020152939,0.0002446206,0.000018409337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055087206,0.00013986228,0.00035836326,0.00017324869,0.0002859602,0.00008835708,0.00018226686,0.00004585882,0.00002922648],"category_scores_gemma":[0.000070121925,0.000105435,0.00011446436,0.00010379438,0.00024541514,0.0006611202,0.00018084334,0.00013669087,0.000012586583],"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":[0.0008329257,0.00031427178,0.29191032,0.0001030254,0.00016082438,0.00005306609,0.0008206536,0.0022261308,0.0002463283,0.6283005,0.005085386,0.06994657],"study_design_scores_gemma":[0.0017438178,0.00019654667,0.63782644,0.00019260308,0.00033937304,0.00009079799,0.00061151956,0.04899788,0.0002491186,0.082628995,0.22651489,0.0006080341],"about_ca_topic_score_codex":0.00018658856,"about_ca_topic_score_gemma":0.0005135403,"teacher_disagreement_score":0.5456715,"about_ca_system_score_codex":0.000018352954,"about_ca_system_score_gemma":0.000049836704,"threshold_uncertainty_score":0.42995143},"labels":[],"label_agreement":null},{"id":"W2137036557","doi":"10.3138/cpp.34.supplement.s119","title":"Savings Incentives and OAS/GIS Costs","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Population; Business; Economics; Operations management; Medicine; Environmental health; Microeconomics","score_opus":0.017612186786234864,"score_gpt":0.21126815961648132,"score_spread":0.19365597283024646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137036557","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":[0.9471097,0.00018165201,0.0000025788995,0.0071588983,0.0001242332,0.00016005852,0.000015123674,0.00007935216,0.045168433],"genre_scores_gemma":[0.98502594,0.00005260402,0.00003718488,0.011552092,0.0013521395,0.000011224396,0.000080518446,0.000029577179,0.0018587457],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850726,0.000011439099,0.00024020707,0.00034067332,0.00022157557,0.0006788462],"domain_scores_gemma":[0.99917555,0.000019702966,0.00012840077,0.0002850002,0.000228714,0.00016261787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018771723,0.00020377147,0.00022619397,0.0015721237,0.0006539495,0.00038756285,0.00028338793,0.00008614859,0.0005127787],"category_scores_gemma":[0.0006160575,0.00021402862,0.000075010794,0.0015371522,0.00020164312,0.0016327006,0.00012622259,0.000119056895,0.00040025316],"study_design_candidate":"observational","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":[0.000002982461,0.000015090009,0.8327743,0.00002265473,0.000011721565,0.00004862895,0.0001059427,1.8379932e-7,0.000030929292,0.11367885,0.04748732,0.005821431],"study_design_scores_gemma":[0.00020459529,0.000002982966,0.47120324,0.000015298641,0.000015093459,0.0000068226555,0.000031737134,0.00019746808,0.0000037546292,0.0006229608,0.5274767,0.00021935067],"about_ca_topic_score_codex":0.59712476,"about_ca_topic_score_gemma":0.3504296,"teacher_disagreement_score":0.47998938,"about_ca_system_score_codex":0.000334869,"about_ca_system_score_gemma":0.00069516664,"threshold_uncertainty_score":0.8727834},"labels":[],"label_agreement":null},{"id":"W2138752714","doi":"10.3138/cpp.34.4.s7","title":"Why We Need a Pension Revolution","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pension; Mindset; Context (archaeology); Business; Pension plan; Work (physics); Actuarial science; Accounting; Finance; Engineering; Computer science","score_opus":0.026744764489932,"score_gpt":0.21926439221695995,"score_spread":0.19251962772702796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138752714","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":[0.85580415,0.00041844504,0.00003480354,0.0862518,0.00055337866,0.00044892772,0.00002026325,0.0002992634,0.05616897],"genre_scores_gemma":[0.9607928,0.000058893464,0.00007206903,0.033664633,0.0028384726,0.000015667461,0.00017118543,0.00003990942,0.0023463878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981335,0.000017778637,0.0003278711,0.0003703856,0.00033518721,0.00081527454],"domain_scores_gemma":[0.9987957,0.000014710667,0.00017162655,0.00046895165,0.00038637457,0.00016266899],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022970716,0.00023429772,0.00025754495,0.002466327,0.00078290113,0.00024859162,0.00035930317,0.00012789907,0.0011174142],"category_scores_gemma":[0.0007340163,0.0002454904,0.00015236487,0.0028121183,0.00011190236,0.001739736,0.00009435507,0.00015389064,0.0014250266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065050604,0.000025620891,0.17773381,0.000036196765,0.000010056734,0.00006733375,0.000070617374,0.0000035794196,0.00009432056,0.11227346,0.7080085,0.0016699734],"study_design_scores_gemma":[0.00025811073,0.0000045443053,0.10421936,0.0000250681,0.00002229252,0.000011816634,0.000025634814,0.0013729734,0.0000031270056,0.0015128937,0.8922695,0.00027470564],"about_ca_topic_score_codex":0.6681113,"about_ca_topic_score_gemma":0.42743134,"teacher_disagreement_score":0.24067995,"about_ca_system_score_codex":0.0004962551,"about_ca_system_score_gemma":0.001069489,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W2139517923","doi":"","title":"WHAT IS THE AGE OF REASON","year":2009,"lang":"en","type":"article","venue":"Issues in Brief","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Preparedness; Home equity; Index (typography); Equity (law); Demographic economics; Sample (material); Business; Retirement age; Work (physics); Standard of living; Economics; Pension; Finance; Geography; Political science","score_opus":0.013796836517127514,"score_gpt":0.2635210816298382,"score_spread":0.2497242451127107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139517923","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":[0.977405,0.002875555,0.0000046648497,0.0064903377,0.000316317,0.00020291522,7.281145e-7,0.000045163528,0.012659323],"genre_scores_gemma":[0.99057734,0.00035411108,0.000098797296,0.006145388,0.0005057687,0.0000028910222,0.00002173948,0.000010113385,0.0022838546],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902946,0.000011418137,0.00028922432,0.00020168906,0.0002835551,0.00018467031],"domain_scores_gemma":[0.99935466,0.00002673461,0.00014596895,0.00037190283,0.00009692287,0.00000383771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034283218,0.000120164106,0.00021747817,0.00014979005,0.000065921275,0.00024903286,0.0003002061,0.00004743769,0.0004540841],"category_scores_gemma":[0.000101239515,0.000090577196,0.00009174674,0.00066830777,0.000055556604,0.0011900673,0.000074507305,0.000083443156,0.00011904783],"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":[0.00014362017,0.0004415424,0.73534447,0.00017065206,0.000025196248,0.0001388749,0.003276146,0.00006723865,0.0018756492,0.08001683,0.1121321,0.06636765],"study_design_scores_gemma":[0.00022844729,0.000010698636,0.379778,0.00021626404,0.000039891314,3.4111162e-7,0.00016754829,0.0005122804,0.00037750014,0.009245466,0.6092726,0.00015094868],"about_ca_topic_score_codex":0.0013778358,"about_ca_topic_score_gemma":0.0002410967,"teacher_disagreement_score":0.49714053,"about_ca_system_score_codex":0.000014142444,"about_ca_system_score_gemma":0.0000047310045,"threshold_uncertainty_score":0.49719027},"labels":[],"label_agreement":null},{"id":"W2139817109","doi":"10.1086/587037","title":"Earnings Functions and Rates of Return","year":2008,"lang":"en","type":"article","venue":"Journal of Human Capital","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Earnings; Economics; Rate of return; Econometrics; Internal rate of return; Nonparametric statistics; Demographic economics; Labour economics; Microeconomics; Finance; Production (economics)","score_opus":0.019341997935232152,"score_gpt":0.2360754631928628,"score_spread":0.21673346525763065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139817109","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":[0.9979801,0.00029735037,0.0000056734675,0.00008747338,0.00014914609,0.00003700489,6.7489054e-7,0.000008047393,0.0014344977],"genre_scores_gemma":[0.99796784,0.000025553065,0.00006278152,0.00008268248,0.0007800105,4.0256757e-7,0.0000052407004,0.000011436235,0.001064047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990595,0.000008115226,0.00044549553,0.000091699636,0.00027826018,0.000116907344],"domain_scores_gemma":[0.9987525,0.000021834623,0.00069454085,0.00008743069,0.00043024137,0.000013505747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025567817,0.00009997286,0.0002569337,0.0003614031,0.00022271724,0.00005255274,0.000106997766,0.00003623112,0.00047457538],"category_scores_gemma":[0.00011092819,0.0000833244,0.0001424281,0.00021909499,0.00010442856,0.0009138238,0.000058111826,0.00015107184,0.000025202437],"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":[0.000029586274,0.00006210656,0.98548776,0.00003871312,0.000025650017,0.00004617406,0.00034215357,0.0000061377937,0.0056733815,0.001166142,0.0070456928,0.00007650951],"study_design_scores_gemma":[0.0006538533,0.00010275485,0.9907679,0.00008085774,0.0001634907,0.000056162542,0.00047073848,0.00008854054,0.00028477915,0.00119061,0.005988263,0.00015207514],"about_ca_topic_score_codex":0.0000893669,"about_ca_topic_score_gemma":0.000027685703,"teacher_disagreement_score":0.005388602,"about_ca_system_score_codex":0.000012871647,"about_ca_system_score_gemma":0.00001673976,"threshold_uncertainty_score":0.51962674},"labels":[],"label_agreement":null},{"id":"W2140146381","doi":"10.2139/ssrn.1493307","title":"Defeating Short-Termism: Why Pension Funds Must Lead","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Pension; Incentive; Lead (geology); Frame (networking); Business; Face (sociological concept); Financial crisis; Finance; Economics; Actuarial science; Market economy; Computer science; Macroeconomics; Telecommunications","score_opus":0.013908066803083333,"score_gpt":0.23553431084164073,"score_spread":0.2216262440385574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140146381","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":[0.98867506,0.0010851381,0.0012852768,0.0012344357,0.00032122823,0.00017167578,4.3665256e-7,0.00013539262,0.0070913644],"genre_scores_gemma":[0.99262106,0.00033609185,0.00013833112,0.0028381364,0.0026321458,0.0000023830128,0.000030970594,0.000040699506,0.0013601657],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959321,0.000029960847,0.0006089608,0.0004063503,0.0006396468,0.0023829967],"domain_scores_gemma":[0.99893266,0.00002668047,0.00036308347,0.00030884126,0.00033880665,0.00002993738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017186374,0.00034266483,0.000387731,0.000526064,0.0007485824,0.0005265837,0.00045625478,0.00011898451,0.00023690533],"category_scores_gemma":[0.00017460308,0.0003101511,0.0003246962,0.0008229833,0.00003780516,0.0016777724,0.00009225804,0.0013859796,0.0002744085],"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":[0.00034597598,0.0004918588,0.55303746,0.00007205507,0.00015044434,0.00015374568,0.00018811147,0.00026619592,0.010181893,0.24769759,0.011067749,0.17634691],"study_design_scores_gemma":[0.004488033,0.0008409051,0.2825914,0.0007854407,0.0018832302,0.0008894373,0.0031079876,0.02641075,0.00045121848,0.55021644,0.124406,0.0039291545],"about_ca_topic_score_codex":0.0002452657,"about_ca_topic_score_gemma":0.0013606651,"teacher_disagreement_score":0.30251884,"about_ca_system_score_codex":0.00044138017,"about_ca_system_score_gemma":0.00026398676,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W2140433014","doi":"10.7202/010562ar","title":"Les effets à long terme des fonds de pension","year":2005,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Economics; Philosophy","score_opus":0.033447426720744404,"score_gpt":0.25422717075150986,"score_spread":0.22077974403076545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140433014","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":[0.97996366,0.004653215,0.00033259412,0.003269005,0.00059023144,0.0004209216,0.000011724978,0.00018464842,0.010574021],"genre_scores_gemma":[0.9664417,0.00042282272,0.0027746174,0.0043303813,0.003906877,0.00003694868,0.00012910926,0.00011272402,0.021844815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969311,0.00012336376,0.0009328609,0.0007774894,0.00017331805,0.001061891],"domain_scores_gemma":[0.99810773,0.00024563124,0.0005487261,0.00064984435,0.00035673217,0.00009134076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011286985,0.000628543,0.0007133999,0.00046421986,0.0005981826,0.0008346156,0.00053760794,0.0004547063,0.0056169718],"category_scores_gemma":[0.0005322562,0.0006774964,0.00046760507,0.0005190513,0.00032612737,0.0033419463,0.0004294669,0.0004045222,0.0026943765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119629694,0.0003799271,0.81461,0.0009102106,0.0000761375,0.00007189584,0.0006722755,0.0003650316,0.00091385463,0.066133894,0.0060340185,0.109713115],"study_design_scores_gemma":[0.0011273,0.000040748117,0.516769,0.0009516228,0.0004887717,0.000020829319,0.00008881116,0.010889487,0.0015857222,0.0076722186,0.45935565,0.0010098596],"about_ca_topic_score_codex":0.008414897,"about_ca_topic_score_gemma":0.0058398726,"teacher_disagreement_score":0.45332164,"about_ca_system_score_codex":0.00059532904,"about_ca_system_score_gemma":0.00009474568,"threshold_uncertainty_score":0.9995676},"labels":[],"label_agreement":null},{"id":"W2140735119","doi":"10.61190/fsr.v13i1.4779","title":"Formulating retirement targets and the impact of time horizon on asset allocation","year":2004,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Probabilistic logic; Asset allocation; Rule of thumb; Portfolio; Time horizon; Economics; Asset (computer security); Meaning (existential); Actuarial science; Investment (military); Stochastic investment model; Retirement planning; Horizon; Bond; Function (biology); Microeconomics; Finance; Computer science; Mathematics; Political science","score_opus":0.008298545587971797,"score_gpt":0.2500686420909819,"score_spread":0.2417700965030101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140735119","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":[0.9732769,0.020224972,0.00003372581,0.001089898,0.0001234271,0.0015784185,0.000010978231,0.000067161964,0.0035945],"genre_scores_gemma":[0.992466,0.0045062336,0.00015531945,0.0020937684,0.0004847457,0.000043333705,0.00018848976,0.00002487301,0.000037277954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984658,0.000027802756,0.000603078,0.0002852066,0.00037432264,0.00024381795],"domain_scores_gemma":[0.99865705,0.000037832535,0.0006946671,0.00033328115,0.0002635664,0.000013607104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084543414,0.00024800465,0.0005611453,0.00010733332,0.00021432947,0.00008126095,0.00027007583,0.000059373673,0.00019869283],"category_scores_gemma":[0.000184347,0.00015775801,0.0002676531,0.0007039235,0.000046290013,0.000612059,0.0001457011,0.000109033026,0.00020549407],"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":[0.0023992124,0.0018405302,0.32826254,0.078419976,0.00044568733,0.000046735244,0.001532548,0.00518881,0.003593853,0.37371632,0.01478974,0.18976407],"study_design_scores_gemma":[0.007611506,0.00062912743,0.8378759,0.03912704,0.0018538921,0.000004020811,0.000032854517,0.014176203,0.00025401326,0.03593669,0.0606985,0.0018002632],"about_ca_topic_score_codex":0.0031710453,"about_ca_topic_score_gemma":0.00021517496,"teacher_disagreement_score":0.50961334,"about_ca_system_score_codex":0.0000711768,"about_ca_system_score_gemma":0.00003796652,"threshold_uncertainty_score":0.6433185},"labels":[],"label_agreement":null},{"id":"W2141348754","doi":"","title":"Will the Working Poor Invest in Human Capital? A Laboratory Experiment","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Human capital; Welfare economics; Economics; Political science; Humanities; Business; Economic growth; Art; Microeconomics","score_opus":0.036716255433868084,"score_gpt":0.28509981980310617,"score_spread":0.24838356436923809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141348754","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":[0.9573142,0.0005311017,1.6705319e-7,0.00057353504,0.00039379136,0.0009287223,0.000007571578,0.000055190205,0.040195744],"genre_scores_gemma":[0.9948111,0.0009878847,0.00006793104,0.0007925624,0.0013338976,0.00038717024,0.00008955182,0.00009960851,0.0014302848],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961642,0.00016021809,0.0010328579,0.001132519,0.00053228205,0.0009779047],"domain_scores_gemma":[0.9978471,0.00017721415,0.0004608925,0.001259184,0.00021454244,0.00004109684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026793994,0.00047783824,0.0006816346,0.0014235383,0.00040930003,0.0008463312,0.0012965754,0.00036633687,0.00071661203],"category_scores_gemma":[0.00040683852,0.00044293213,0.00023135709,0.00076509785,0.0003626933,0.00067888625,0.0024086232,0.0017632832,0.0000715817],"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":[0.00010743621,0.000774109,0.948628,0.00068272714,0.00011820208,0.00024871356,0.0023397733,0.006840888,0.0010939765,0.02034781,0.0015177104,0.017300647],"study_design_scores_gemma":[0.003683571,0.0000869611,0.24785376,0.003719884,0.00013844194,0.0000030304457,0.007154149,0.054833934,0.00045304984,0.022603692,0.65536016,0.00410935],"about_ca_topic_score_codex":0.0017116558,"about_ca_topic_score_gemma":0.004310969,"teacher_disagreement_score":0.70077425,"about_ca_system_score_codex":0.0010172017,"about_ca_system_score_gemma":0.00015591776,"threshold_uncertainty_score":0.99980223},"labels":[],"label_agreement":null},{"id":"W2142135300","doi":"10.3138/cpp.34.4.s155","title":"Pension Provision and Retirement Saving: Lessons from the United Kingdom","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Pension; Private pension; Public economics; Business; Population; Population ageing; Economics; Labour economics; Finance","score_opus":0.0703156369074891,"score_gpt":0.26718042403423575,"score_spread":0.19686478712674665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142135300","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":[0.95298684,0.000088095585,0.0000052886644,0.043586157,0.00015551399,0.000298034,0.00002378323,0.00008102609,0.0027752868],"genre_scores_gemma":[0.9802824,0.000034987803,0.00005181494,0.017167635,0.0016134572,0.0000150351025,0.0004057942,0.000037485188,0.00039137035],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815273,0.000035376896,0.00032827698,0.00044501512,0.00038235218,0.0006562293],"domain_scores_gemma":[0.99872774,0.00006770004,0.00019947361,0.0005624922,0.00029979498,0.00014282238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00032994716,0.00025555812,0.00023774238,0.0011597925,0.0013606364,0.0005154845,0.00043900902,0.00010968181,0.00037586334],"category_scores_gemma":[0.0009583877,0.00020242439,0.00008855634,0.0020222033,0.0001932311,0.0008507001,0.00022263396,0.0002037709,0.00019345644],"study_design_candidate":"observational","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":[0.000013357616,0.000036395486,0.70943534,0.000022912978,0.000025191657,0.000068633715,0.0002967524,0.000004399296,0.0002215556,0.18257666,0.102854714,0.0044440925],"study_design_scores_gemma":[0.0002644052,0.00000491283,0.44906268,0.000037642883,0.000033781846,0.0000028470602,0.000043989734,0.001397928,0.000004768761,0.0009946175,0.54793876,0.00021368555],"about_ca_topic_score_codex":0.84420556,"about_ca_topic_score_gemma":0.43570814,"teacher_disagreement_score":0.44508404,"about_ca_system_score_codex":0.0002780562,"about_ca_system_score_gemma":0.00073390506,"threshold_uncertainty_score":0.99993944},"labels":[],"label_agreement":null},{"id":"W2143546373","doi":"10.2202/1932-0213.1037","title":"Household Debt in the Consumer Age: Source of Growth--Risk of Collapse","year":2008,"lang":"en","type":"article","venue":"Capitalism and Society","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Debt; Household debt; Recession; Economics; Consumer debt; Quarter (Canadian coin); Great recession; Financial crisis; Consumer spending; Business cycle; Monetary economics; Finance; Macroeconomics; Keynesian economics; Geography; Sociology","score_opus":0.01427451504473849,"score_gpt":0.19591323619954423,"score_spread":0.18163872115480575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143546373","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":[0.9982333,0.00079383876,0.000010329136,0.000060997587,0.000048224083,0.00014653639,0.000008041912,0.00001546862,0.00068325683],"genre_scores_gemma":[0.998105,0.00079005136,0.0000945605,0.00071035675,0.00011028881,0.000006003417,0.000020875463,0.000012477346,0.00015042664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990736,0.000022680282,0.0003179926,0.00017260785,0.00025446923,0.00015865474],"domain_scores_gemma":[0.9993213,0.00007940391,0.0002581299,0.000208092,0.00012566072,0.000007461003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004261173,0.00012515868,0.00026937664,0.00006195001,0.00016069933,0.00003223908,0.00017958238,0.000075293494,0.000025895488],"category_scores_gemma":[0.00009916035,0.000092921684,0.00019897378,0.00047788632,0.00031073365,0.00028469096,0.00008513372,0.00010455152,0.0000041044855],"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":[0.000009028136,0.00008421838,0.97260845,0.00013115953,0.000022323367,0.000008434042,0.0053711827,0.00000887089,0.00025003313,0.004881142,0.016571498,0.00005369024],"study_design_scores_gemma":[0.00089980906,0.0000129152695,0.9878673,0.000048546943,0.00021344096,0.0000025631905,0.002944111,0.0005892574,0.0001335424,0.0014710297,0.005593821,0.00022364121],"about_ca_topic_score_codex":0.002171716,"about_ca_topic_score_gemma":0.00006852479,"teacher_disagreement_score":0.015258902,"about_ca_system_score_codex":0.000007421345,"about_ca_system_score_gemma":0.000014092421,"threshold_uncertainty_score":0.37892362},"labels":[],"label_agreement":null},{"id":"W2146220366","doi":"","title":"Gender Inequality in the Wealth of Older Canadians","year":2007,"lang":"en","type":"article","venue":"Social and Economic Dimensions of an Aging Population Research Papers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"National wealth; Inequality; Differential (mechanical device); Demographic economics; Economics; Health and Retirement Study; Net worth; Vulnerability (computing); Social security; Debt; Economic inequality; Gender inequality; Survey data collection; Labour economics; Sociology; Demography; Finance","score_opus":0.06451356631706026,"score_gpt":0.34990203541890796,"score_spread":0.2853884691018477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146220366","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":[0.99628276,0.000018639472,8.6779227e-7,0.00042512265,0.00005169474,0.00017376523,0.000004127732,0.000007066571,0.0030359842],"genre_scores_gemma":[0.99937046,0.000007915914,0.000043033247,0.00031215814,0.00016541145,0.0000027869532,0.00005228392,0.000008023052,0.000037954524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885243,0.00006345044,0.00039326193,0.00018657703,0.00022321496,0.00028107993],"domain_scores_gemma":[0.9994832,0.000100262936,0.00015975055,0.00014772973,0.00008988483,0.00001912049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032899417,0.0000776752,0.00018083362,0.00043832976,0.00032606572,0.000043275984,0.00014178062,0.000049736947,0.00009309599],"category_scores_gemma":[0.0000835363,0.000060557464,0.0000516343,0.00035581246,0.00011366569,0.0003564614,0.000062530016,0.00013060146,0.0000051262596],"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":[0.000021941336,0.000044685592,0.97097325,0.0000608567,0.000006543663,0.0000017923987,0.0017161042,0.0000938224,0.00014940073,0.024453308,0.00020704241,0.0022712764],"study_design_scores_gemma":[0.00020170119,0.00000631064,0.99234766,0.0000170128,0.000010543087,1.2972265e-7,0.003997899,0.0007310281,0.0000052388154,0.0018486343,0.0007619432,0.00007192923],"about_ca_topic_score_codex":0.14254671,"about_ca_topic_score_gemma":0.08360927,"teacher_disagreement_score":0.058937445,"about_ca_system_score_codex":0.00006529108,"about_ca_system_score_gemma":0.0000414742,"threshold_uncertainty_score":0.9331125},"labels":[],"label_agreement":null},{"id":"W2146482278","doi":"10.1111/j.1475-6773.2009.01049.x","title":"Does Major Illness Cause Financial Catastrophe?","year":2009,"lang":"en","type":"article","venue":"Health Services Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"National Institute on Aging; Robert Wood Johnson Foundation","keywords":"Health and Retirement Study; Medicine; Health insurance; Demography; Gerontology; Economics; Health care; Economic growth","score_opus":0.026132136502026962,"score_gpt":0.3439182920398479,"score_spread":0.31778615553782097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146482278","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":[0.991381,0.00039761848,0.000008518566,0.0054552406,0.0004900572,0.00076683605,0.000018850084,0.00016948482,0.0013124275],"genre_scores_gemma":[0.98566747,0.00012229412,0.00019494737,0.010043118,0.002673739,0.00004078896,0.00025035226,0.00003351368,0.0009738043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959249,0.00009526215,0.0006130341,0.0006776449,0.0013767,0.0013124421],"domain_scores_gemma":[0.9979549,0.00006552454,0.0003367476,0.0006977885,0.00086656946,0.00007844223],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019542226,0.00027052674,0.0004333452,0.0008663588,0.0013552773,0.000541903,0.0007862858,0.00011996035,0.00067427615],"category_scores_gemma":[0.00009096109,0.00018989398,0.000110969166,0.0024469416,0.00008038114,0.0012825907,0.00032942506,0.00049817254,0.0015628295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012683414,0.0015205564,0.7999169,0.007972465,0.00004347186,0.00038871975,0.0039564827,0.00006935766,0.0010494041,0.05495361,0.046507686,0.08235299],"study_design_scores_gemma":[0.0010166503,0.00011393399,0.7191685,0.00053059956,0.000033938995,0.000001669162,0.0008287438,0.0026194805,0.00013028749,0.0061171497,0.26887375,0.0005653336],"about_ca_topic_score_codex":0.017896228,"about_ca_topic_score_gemma":0.009942086,"teacher_disagreement_score":0.22236606,"about_ca_system_score_codex":0.0001606232,"about_ca_system_score_gemma":0.00022090011,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W2147168592","doi":"10.1016/s1057-0810(00)00063-9","title":"Risk tolerance and asset allocation for investors nearing retirement","year":2000,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":158,"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 Saskatchewan","funders":"","keywords":"Asset allocation; Business; Actuarial science; Asset (computer security); Economics; Finance; Computer science; Portfolio; Computer security","score_opus":0.010644029972351438,"score_gpt":0.23105405797185222,"score_spread":0.22041002799950077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147168592","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":[0.94505864,0.049718153,0.00004183654,0.0007136233,0.00027934668,0.0016566972,0.000019674744,0.00013965362,0.0023723962],"genre_scores_gemma":[0.7536802,0.16855347,0.004892649,0.06251493,0.0059140003,0.00097366085,0.0013520407,0.00019167925,0.0019273421],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836946,0.000022013068,0.0005545855,0.0004639212,0.00027760977,0.00031243643],"domain_scores_gemma":[0.9990248,0.000026385336,0.00039255552,0.0003234338,0.00021027683,0.000022524999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006270505,0.00025816527,0.00046536146,0.000090510075,0.00037409793,0.00017007158,0.00026669115,0.00007504029,0.0006032398],"category_scores_gemma":[0.00010688802,0.000245378,0.0001472315,0.00064435,0.000029915725,0.0009878459,0.000081390695,0.00010811195,0.00028070115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015020138,0.0001874925,0.5852283,0.034868345,0.000029862813,0.0000065110703,0.00022204904,0.000116440926,0.000080179234,0.011592251,0.018177649,0.3493407],"study_design_scores_gemma":[0.00029525592,0.000015858534,0.20152245,0.0028427038,0.00028985535,3.631107e-7,0.0000036801368,0.0037519813,0.0000071198065,0.0011513844,0.789805,0.00031437626],"about_ca_topic_score_codex":0.0014422855,"about_ca_topic_score_gemma":0.0009899425,"teacher_disagreement_score":0.7716273,"about_ca_system_score_codex":0.000035224733,"about_ca_system_score_gemma":0.00002204636,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W2148449788","doi":"10.4337/9781781951040.00020","title":"Whose Money is it Anyhow? Governance and Social Investment in Collective Investment Funds","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Strong; Center for Retirement Research, Boston College; Australian Government; Boston College; U.S. Social Security Administration","keywords":"Pension; Incentive; Restructuring; Private pension; Corporate governance; Investment (military); Business; Economics; Population; Global assets under management; Economic policy; Labour economics; Institutional investor; Finance; Market economy; Political science","score_opus":0.026207366505319126,"score_gpt":0.22204422613637104,"score_spread":0.1958368596310519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148449788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0129702,0.0005312055,0.0000034421919,0.0036934845,0.0007452744,0.0010955601,0.00007879434,0.00017590082,0.98070616],"genre_scores_gemma":[0.09770927,0.00010632511,0.0005231388,0.08604857,0.0049458877,0.00021241161,0.0006126763,0.00044209303,0.8093996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954765,0.000026223612,0.0010535764,0.0013223633,0.0013381677,0.0007831909],"domain_scores_gemma":[0.99759924,0.00006338396,0.001229422,0.0005671501,0.0004732276,0.000067600435],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008700349,0.000978307,0.0011393949,0.00093465357,0.00054851855,0.0034521632,0.0007140564,0.0007394897,0.0007007137],"category_scores_gemma":[0.00022194725,0.001020574,0.00036849643,0.00026508787,0.00027852773,0.0028566297,0.0009528769,0.0010937685,0.00017774943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012127368,0.000087659784,0.0044813436,0.000465896,0.00017370106,0.00015371389,0.0033330226,0.000007138725,0.000023626544,0.7159863,0.27357015,0.0015961747],"study_design_scores_gemma":[0.0015980862,0.000038419686,0.008004957,0.00086848665,0.0003218327,0.0000018955815,0.00014112653,0.00015116663,0.000020323223,0.14525631,0.842333,0.0012643462],"about_ca_topic_score_codex":0.0026797736,"about_ca_topic_score_gemma":0.0026090576,"teacher_disagreement_score":0.57073,"about_ca_system_score_codex":0.0014690598,"about_ca_system_score_gemma":0.0005126137,"threshold_uncertainty_score":0.9992245},"labels":[],"label_agreement":null},{"id":"W2149135311","doi":"10.7202/602294ar","title":"Comptabilité générationnelle et vieillissement démographique : les enseignements d’un modèle d’équilibre général calculable calibré pour la Belgique","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.023524754432826096,"score_gpt":0.23037467802898853,"score_spread":0.20684992359616244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149135311","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":[0.95767546,0.0039506187,0.0018646375,0.018627984,0.00063044485,0.0015342878,0.00007349153,0.000356879,0.015286193],"genre_scores_gemma":[0.97061366,0.00070398836,0.0039983667,0.012125148,0.0013214278,0.00014099447,0.00068132346,0.00015118899,0.010263912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99418485,0.0006161407,0.0019339033,0.001526729,0.00042344717,0.0013149312],"domain_scores_gemma":[0.99644,0.0004325678,0.0010186974,0.0011904695,0.00074388116,0.0001743769],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021282255,0.0011519243,0.001308565,0.0007277742,0.00095039804,0.0012669897,0.000897665,0.0008038677,0.0053324536],"category_scores_gemma":[0.0004360873,0.0013011377,0.0008857373,0.0012067028,0.00029433944,0.0034825555,0.00047172286,0.0008018176,0.00067835156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034258346,0.0031605645,0.2157153,0.0008928229,0.00041093832,0.00015804518,0.0021737046,0.0024197432,0.00462333,0.72942716,0.026859695,0.0138161015],"study_design_scores_gemma":[0.005126154,0.0003028614,0.15472977,0.0015943982,0.0012198967,0.000033224827,0.0013740787,0.047787312,0.005204426,0.13762398,0.6411821,0.0038217818],"about_ca_topic_score_codex":0.006963757,"about_ca_topic_score_gemma":0.002206637,"teacher_disagreement_score":0.6143224,"about_ca_system_score_codex":0.00035742897,"about_ca_system_score_gemma":0.00025894694,"threshold_uncertainty_score":0.9997698},"labels":[],"label_agreement":null},{"id":"W2150801394","doi":"10.1111/caje.12118","title":"Gender differences in portfolio risk across birth cohort and marital status","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Demography; Marital status; Portfolio; Cohort; Psychology; Cohort study; Relative risk; Medicine; Economics; Confidence interval; Sociology; Population","score_opus":0.10729674470193655,"score_gpt":0.19263446854283645,"score_spread":0.0853377238408999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150801394","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":[0.9969347,0.00037214722,0.0000036692368,0.00015411302,0.00084913935,0.00019954458,0.00010005998,0.000006681917,0.0013799497],"genre_scores_gemma":[0.9980381,0.00014817851,0.000115493815,0.00051715516,0.00089794677,0.000007252509,0.000027402979,0.000040892643,0.00020758524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997756,0.00002818676,0.00091070216,0.00038212218,0.000008441488,0.00091455586],"domain_scores_gemma":[0.99787056,0.000053315693,0.00088952715,0.00026765993,0.00030736867,0.0006115831],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012217793,0.00029860876,0.0006976614,0.0010238726,0.00016943229,0.0004744636,0.0003564662,0.00014707244,0.00025703484],"category_scores_gemma":[0.0004471128,0.00033229726,0.00014114918,0.00029094555,0.00016593652,0.0014830845,0.00006238041,0.00034392494,0.000027923488],"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":[0.000046915542,0.000009077353,0.97018605,0.00002551741,0.000043218843,0.00016240039,0.00047285148,0.00043302483,4.4125693e-7,0.027423918,0.00047475306,0.00072180346],"study_design_scores_gemma":[0.0009564838,0.000050092065,0.9209281,0.000048855007,0.00007775172,0.000055764038,0.0010966603,0.0045999936,0.0000011243526,0.053087957,0.018653005,0.00044417978],"about_ca_topic_score_codex":0.5597796,"about_ca_topic_score_gemma":0.9882675,"teacher_disagreement_score":0.42848787,"about_ca_system_score_codex":0.0010044908,"about_ca_system_score_gemma":0.0010889329,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W2151154653","doi":"","title":"Marketable Wealth in a Poor African Country","year":2006,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department for International Development; United Nations University World Institute for Development Economics Research; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Asset (computer security); Index (typography); Economics; National wealth; Finance","score_opus":0.01119849226191202,"score_gpt":0.19317660587174043,"score_spread":0.1819781136098284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151154653","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":[0.8026326,0.0006473892,0.0001091192,0.000829347,0.0004195202,0.001243659,0.00061379786,0.00023101969,0.19327359],"genre_scores_gemma":[0.98060405,0.0006620099,0.004595243,0.00064391986,0.00057718105,0.0000057509346,0.0027499865,0.00013631365,0.010025548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954643,0.0002123047,0.000844593,0.0013519827,0.0011423044,0.0009845152],"domain_scores_gemma":[0.9965902,0.00021060964,0.0012774825,0.0013873144,0.0004513184,0.000083105304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011529953,0.0008011961,0.0014073243,0.0017466294,0.00054680597,0.00016018377,0.0022400294,0.00041691406,0.0014639292],"category_scores_gemma":[0.00022616892,0.0010063703,0.00071941654,0.0012080327,0.00065185205,0.00071312673,0.0041324054,0.0014745538,0.00016052634],"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":[0.0032678274,0.0024016493,0.8839878,0.0052802605,0.00047660008,0.0013803128,0.005353066,0.0023585432,0.00037485154,0.010987189,0.07704575,0.007086141],"study_design_scores_gemma":[0.002643865,0.000062031206,0.49378505,0.0019388502,0.00076407247,0.0000068807776,0.0042526457,0.069894016,0.000004585952,0.005476474,0.41936758,0.0018039476],"about_ca_topic_score_codex":0.13597676,"about_ca_topic_score_gemma":0.07751258,"teacher_disagreement_score":0.39020276,"about_ca_system_score_codex":0.00048729405,"about_ca_system_score_gemma":0.0004853673,"threshold_uncertainty_score":0.9994489},"labels":[],"label_agreement":null},{"id":"W2151582048","doi":"10.1016/j.childyouth.2012.01.035","title":"Access to post-secondary education: The importance of culture","year":2012,"lang":"en","type":"article","venue":"Children and Youth Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":35,"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":"Affect (linguistics); Presentation (obstetrics); Sociology; Positive economics; Psychology; Public economics; Economics; Demographic economics; Medicine","score_opus":0.011690403242081917,"score_gpt":0.26255819717452256,"score_spread":0.25086779393244063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151582048","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":[0.76262295,0.23188287,3.9736778e-7,0.0011487231,0.00017113028,0.00060399954,0.000022462307,0.000022227903,0.0035252564],"genre_scores_gemma":[0.911943,0.010221204,0.00004543641,0.07575123,0.0011966978,0.000021771268,0.00064753316,0.000018892502,0.00015420657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908906,0.000012940414,0.00034483342,0.0001916952,0.00017830973,0.00018313093],"domain_scores_gemma":[0.9990687,0.000006393642,0.00032175783,0.00033981958,0.00023787488,0.000025477759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031015268,0.00016434572,0.00029725823,0.00006720816,0.00014083662,0.0001394554,0.00043877293,0.00003357008,0.0005221078],"category_scores_gemma":[0.000023019444,0.000100951474,0.00009850507,0.0006215383,0.000022705257,0.0013028006,0.0002776828,0.0000850855,0.00009859621],"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":[0.000004024966,0.000044001263,0.9873887,0.0021967099,0.000012586829,4.5615508e-8,0.0004100825,7.685229e-8,0.0000035512312,0.0011071122,0.0030880596,0.0057450584],"study_design_scores_gemma":[0.00006900891,0.0000038348026,0.9432612,0.001569822,0.00034214044,0.000001441185,0.00017823308,0.0000014457322,0.0000044223093,0.00005749527,0.054354697,0.00015623421],"about_ca_topic_score_codex":0.00056194316,"about_ca_topic_score_gemma":0.00018516727,"teacher_disagreement_score":0.22166167,"about_ca_system_score_codex":0.000005619449,"about_ca_system_score_gemma":0.000021590115,"threshold_uncertainty_score":0.5716714},"labels":[],"label_agreement":null},{"id":"W2151703970","doi":"10.7202/1026723ar","title":"Littératie financière et préparation à la retraite au Québec et dans le reste du Canada","year":2014,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01083235606298252,"score_gpt":0.19854106882280273,"score_spread":0.1877087127598202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151703970","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":[0.93846214,0.0005345264,0.0008873588,0.026765842,0.00119706,0.00048192387,0.00004672656,0.00010171697,0.03152273],"genre_scores_gemma":[0.9551595,0.000107862616,0.00037373634,0.01215793,0.0019217986,0.0000585688,0.0004265801,0.000094477895,0.029699584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679554,0.00045656034,0.0010348993,0.00079395686,0.00024055195,0.00067848247],"domain_scores_gemma":[0.99738103,0.0006137649,0.0008038203,0.0007323558,0.00039312837,0.000075883385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002096715,0.0005823901,0.00071394286,0.00021812413,0.0005354023,0.0007247093,0.0004888751,0.0003497312,0.0003241788],"category_scores_gemma":[0.0015555975,0.00064532383,0.00024814464,0.0005249255,0.00017894813,0.0027717454,0.00026482463,0.00047396694,0.00021512905],"study_design_candidate":"not_applicable","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":[0.00007151259,0.00014750601,0.27366418,0.00043678057,0.000049207436,0.00002895174,0.0016758057,0.0007543166,0.0001489741,0.69718665,0.023362875,0.0024732363],"study_design_scores_gemma":[0.0005800152,0.000028694269,0.26082513,0.00027073352,0.00013366117,0.0000056197055,0.00013867015,0.0079219695,0.00013930656,0.0017150845,0.7276364,0.00060470257],"about_ca_topic_score_codex":0.986842,"about_ca_topic_score_gemma":0.9978386,"teacher_disagreement_score":0.7042735,"about_ca_system_score_codex":0.00094329886,"about_ca_system_score_gemma":0.0039411974,"threshold_uncertainty_score":0.9995998},"labels":[],"label_agreement":null},{"id":"W2152239497","doi":"10.1257/mac.2.1.93","title":"Why Are Saving Rates of Urban Households in China Rising?","year":2008,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Economics; China; Consumption smoothing; Demographic economics; Nexus (standard); Quarter (Canadian coin); Labour economics; Economic growth; Geography","score_opus":0.011949911637109692,"score_gpt":0.22123101516350507,"score_spread":0.2092811035263954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152239497","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":[0.99701864,0.00015675364,0.000023478211,0.000457973,0.0004285118,0.00012010671,0.00000884237,0.00003076552,0.0017549217],"genre_scores_gemma":[0.99565846,0.00037641963,0.00042749642,0.002296862,0.0010975522,0.000004155305,0.000009685904,0.000063418855,0.000065943175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787277,0.00002582637,0.0011440418,0.0003795083,0.0000891166,0.0004887589],"domain_scores_gemma":[0.99730366,0.00005902856,0.0021988538,0.00032994934,0.00006814302,0.00004033859],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050765986,0.0003092535,0.0008399421,0.00066833146,0.00025042242,0.00018831079,0.0004943904,0.000056032906,0.0003768003],"category_scores_gemma":[0.000059327434,0.0003382226,0.0002877042,0.0003209545,0.00035466504,0.0015262269,0.00017207843,0.0003329781,0.00016827392],"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":[0.000060074166,0.00005494619,0.9884795,0.000017800507,0.000029339859,0.00003352481,0.0001483353,0.0024442673,0.000053873304,0.0004261603,0.007478734,0.000773443],"study_design_scores_gemma":[0.00077030255,0.000029421091,0.9680267,0.00007238967,0.000052352127,0.00006177613,0.0004989562,0.0052415505,0.00006748513,0.00061082223,0.024114825,0.00045341504],"about_ca_topic_score_codex":0.005927993,"about_ca_topic_score_gemma":0.0016551552,"teacher_disagreement_score":0.020452796,"about_ca_system_score_codex":0.00035469118,"about_ca_system_score_gemma":0.00008785423,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W2152897653","doi":"10.3138/cpp.39.2.309","title":"Size, Structure, and Change: Exploring the Sources of Aboriginal Earnings Gaps in 1995 and 2005","year":2013,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Earnings; Economics; Demographic economics; Convergence (economics); Labour economics; Economic growth; Finance","score_opus":0.01840762078079409,"score_gpt":0.22618283296397423,"score_spread":0.20777521218318015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152897653","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":[0.9925244,0.00028983605,1.1789847e-7,0.00593479,0.000059853504,0.0002106691,0.000008375521,0.000014490715,0.000957492],"genre_scores_gemma":[0.99598414,0.0000762495,0.000022719101,0.0026697856,0.00093131576,0.00003976381,0.000011330486,0.000017422977,0.0002472933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989119,0.000014058876,0.00021526171,0.00021333946,0.00015258427,0.0004928382],"domain_scores_gemma":[0.9994515,0.000040616782,0.00013697892,0.00018274572,0.00010555531,0.000082592924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021327432,0.00015173707,0.00019463015,0.00090965594,0.00019486719,0.0003939873,0.00020027449,0.00004685919,0.00039076793],"category_scores_gemma":[0.0003015534,0.00012239708,0.000028466005,0.0009543649,0.0001313725,0.0016751913,0.00006486006,0.0001321602,0.000016756328],"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":[0.0000015955362,0.0000036248193,0.97251606,0.000050711864,0.000006170982,0.000002863123,0.0004784163,6.66198e-7,0.000035277008,0.018655857,0.0016306299,0.0066181235],"study_design_scores_gemma":[0.00015242166,0.0000027088518,0.82485217,0.000024927162,0.000012056009,0.0000015407412,0.00012873154,0.00024757578,0.00000581029,0.0009413481,0.17351037,0.00012035855],"about_ca_topic_score_codex":0.7723871,"about_ca_topic_score_gemma":0.47842634,"teacher_disagreement_score":0.29396075,"about_ca_system_score_codex":0.000067291774,"about_ca_system_score_gemma":0.00018958107,"threshold_uncertainty_score":0.53109103},"labels":[],"label_agreement":null},{"id":"W2154172312","doi":"10.2139/ssrn.1665943","title":"An Experimental Survey of Investment Decisions for Retirement Savings","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Guelph","funders":"","keywords":"Business; Investment (military); Actuarial science; Investment decisions; Finance; Economics; Behavioral economics","score_opus":0.02223244882909974,"score_gpt":0.2796321598589632,"score_spread":0.2573997110298635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154172312","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":[0.9979269,0.00026995235,0.000535361,0.00008979328,0.00046297975,0.00032071533,0.0000057455372,0.000029934148,0.0003586344],"genre_scores_gemma":[0.997786,0.00005709682,0.00067417644,0.00046792964,0.00067461695,0.000020910355,0.000096442105,0.00004204465,0.00018078154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971379,0.0000318202,0.0006409192,0.00032487197,0.00051961816,0.0013448608],"domain_scores_gemma":[0.99834687,0.000083272,0.0005634735,0.0003728634,0.0005959933,0.00003754519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003674783,0.00023628396,0.00033277,0.0003613985,0.00038658534,0.00018886961,0.0005357852,0.000090868714,0.0002218518],"category_scores_gemma":[0.0005196205,0.00020981106,0.0002049727,0.00046817574,0.000075614305,0.00095276407,0.000093964634,0.0007054982,0.000029387642],"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":[0.00040864726,0.00085952936,0.5493196,0.000019296658,0.00008909151,0.000002123897,0.00011759134,0.000025997522,0.083292276,0.36100864,0.001447165,0.0034100316],"study_design_scores_gemma":[0.0057894173,0.0012101883,0.72020054,0.00016692838,0.0005770027,0.00003909905,0.0018935647,0.007468855,0.010068936,0.227235,0.02368593,0.0016644989],"about_ca_topic_score_codex":0.0016148302,"about_ca_topic_score_gemma":0.011663929,"teacher_disagreement_score":0.17088096,"about_ca_system_score_codex":0.00023422585,"about_ca_system_score_gemma":0.0004799565,"threshold_uncertainty_score":0.8555847},"labels":[],"label_agreement":null},{"id":"W2154249304","doi":"10.18235/0012338","title":"A Quarter Century of Pension Reform in Latin America and the Caribbean: Lessons Learned and Next Steps","year":2005,"lang":"en","type":"book","venue":"Inter-American Development Bank eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Moderna","keywords":"Quarter (Canadian coin); Latin Americans; Pension; Political science; Economic growth; Development economics; Geography; Economics; Archaeology; Law","score_opus":0.021529294557638627,"score_gpt":0.23589370063521256,"score_spread":0.21436440607757393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154249304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3146112,0.0015067998,0.000055821118,0.0042173737,0.00047673352,0.002667919,0.000027125161,0.00022124827,0.67621577],"genre_scores_gemma":[0.8448535,0.00056057813,0.0019494254,0.004765099,0.0008195604,0.00017789332,0.0003456717,0.00020453936,0.14632374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968572,0.00005588968,0.0012136585,0.0007974522,0.0005645706,0.0005112227],"domain_scores_gemma":[0.99767095,0.00014118383,0.0014006854,0.0005163737,0.00023471369,0.00003608995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048055896,0.00065823214,0.00130686,0.0008713729,0.00020380439,0.00027425494,0.00042786213,0.00016507867,0.00013592174],"category_scores_gemma":[0.00007247279,0.0004940584,0.00018477597,0.0002798812,0.0009640868,0.00030718325,0.0007473709,0.00056262343,0.000052836782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014208324,0.00018847521,0.020011293,0.0010098219,0.00040469822,0.00009352769,0.010772409,0.000004494947,0.00023713271,0.017628936,0.013495858,0.9347325],"study_design_scores_gemma":[0.0019181202,0.000057435376,0.027737955,0.0011301447,0.00029554332,0.000004664337,0.0017079856,0.00065032206,0.000024244904,0.0006716619,0.96481377,0.0009881295],"about_ca_topic_score_codex":0.002840149,"about_ca_topic_score_gemma":0.0021247945,"teacher_disagreement_score":0.9513179,"about_ca_system_score_codex":0.00037295884,"about_ca_system_score_gemma":0.00021900542,"threshold_uncertainty_score":0.9997511},"labels":[],"label_agreement":null},{"id":"W2156601776","doi":"10.7202/800794ar","title":"Le débat Samuelson-Lerner et les régimes de retraite publics","year":2009,"lang":"en","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Economics; Publics; Pension; Interest rate; Welfare state; Welfare economics; Monetary economics; Political science; Finance","score_opus":0.02767416753913694,"score_gpt":0.23710435778679612,"score_spread":0.2094301902476592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156601776","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":[0.9454386,0.00009871537,0.00031977723,0.007534108,0.00014245471,0.00022178264,0.0000062017843,0.00028663606,0.045951705],"genre_scores_gemma":[0.9758224,0.000038683633,0.0012018582,0.019518664,0.0009972982,0.00001547116,0.00013031847,0.00004324465,0.0022320508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830455,0.00004720699,0.0005157988,0.00048892834,0.00013318865,0.00051034294],"domain_scores_gemma":[0.9988803,0.0000994748,0.00033061297,0.00046046163,0.00019122314,0.00003789352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009012029,0.00032208677,0.00041037577,0.00035817144,0.0002555951,0.000763486,0.00044224533,0.00022603691,0.0005603288],"category_scores_gemma":[0.0004300933,0.0003223722,0.00024491636,0.00045808323,0.000063036554,0.0021853792,0.00013334538,0.00028891323,0.0002877542],"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":[0.000048839313,0.00015042414,0.10512196,0.000047734873,0.000024402121,0.000011145038,0.00027001207,0.000074895725,0.000855991,0.8740938,0.011603562,0.007697255],"study_design_scores_gemma":[0.00082862494,0.000030167195,0.44048628,0.00008833419,0.000104863,0.000004095697,0.00016302525,0.00420784,0.00074277114,0.07608875,0.4764073,0.00084796624],"about_ca_topic_score_codex":0.0031293875,"about_ca_topic_score_gemma":0.0010110422,"teacher_disagreement_score":0.79800504,"about_ca_system_score_codex":0.00006712522,"about_ca_system_score_gemma":0.00012112288,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W2157516474","doi":"","title":"Who uses RESPs and Why","year":2004,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public economics; Economics; Actuarial science; Labour economics","score_opus":0.013359192533326873,"score_gpt":0.21012770119561758,"score_spread":0.1967685086622907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157516474","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":[0.97010684,0.000121074874,0.00015386226,0.0013029168,0.00009481857,0.000104942264,4.6443796e-7,0.00012249457,0.027992567],"genre_scores_gemma":[0.9891981,0.000022746108,0.0005816905,0.007834232,0.00051501615,0.0000041326057,0.000011594006,0.000016996504,0.0018155156],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919766,0.000003094943,0.00018249666,0.00023493204,0.00019568212,0.00018613008],"domain_scores_gemma":[0.99961585,0.000012997495,0.00007336117,0.00018230213,0.00010621631,0.000009258219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015518139,0.00012421176,0.0001574759,0.0002098419,0.00015634853,0.0002849184,0.00010845551,0.000039127917,0.0006365256],"category_scores_gemma":[0.00009499195,0.00010387096,0.00005313444,0.0004333905,0.00004263599,0.0010242552,0.00013424423,0.00005189923,0.00037686713],"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":[0.00003320097,0.00006442157,0.74868315,0.000089105684,0.00001207189,0.000021643826,0.000065972585,0.00005156381,0.0005505526,0.22121638,0.027851313,0.00136062],"study_design_scores_gemma":[0.0009710118,0.00001402715,0.4327499,0.000114331255,0.00012288564,0.0000015551805,0.00009065153,0.0006116481,0.0003443996,0.025950471,0.53857976,0.00044939152],"about_ca_topic_score_codex":0.0022105002,"about_ca_topic_score_gemma":0.0010256706,"teacher_disagreement_score":0.5107284,"about_ca_system_score_codex":0.00001581374,"about_ca_system_score_gemma":0.000008296368,"threshold_uncertainty_score":0.696951},"labels":[],"label_agreement":null},{"id":"W2158043109","doi":"10.3138/cpp.34.4.s39","title":"Underfunding of Defined Benefit Pension Plans and Benefit Guarantee Insurance: An Overview of Theory and Evidence","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actuarial science; Moral hazard; Adverse selection; Plan (archaeology); Outcome (game theory); Pension; Business; Selection (genetic algorithm); Economics; Public economics; Finance; Microeconomics; Incentive; Computer science","score_opus":0.07966104333689647,"score_gpt":0.2829882868963752,"score_spread":0.2033272435594787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158043109","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":[0.9946394,0.003698976,0.00000398131,0.0007269818,0.000050063372,0.00016089519,0.000036282916,0.000020987818,0.0006624436],"genre_scores_gemma":[0.9967214,0.0013918033,0.000058475303,0.0013946258,0.00022303089,0.0000045760876,0.000031694777,0.000023982673,0.00015043805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985716,0.000019441675,0.00041597497,0.0003299278,0.0002489547,0.0004141116],"domain_scores_gemma":[0.9988432,0.00011410363,0.00030024204,0.0003621296,0.0002897452,0.00009058623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660045,0.00020506322,0.00039690512,0.0012859614,0.00030812732,0.000098638884,0.00024874817,0.00009617754,0.00009009144],"category_scores_gemma":[0.0006557063,0.00020413283,0.000067643254,0.001141516,0.00022017123,0.0016909254,0.000103670835,0.000090654205,0.0000061931164],"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":[0.00002030491,0.000012747105,0.51905996,0.00019582066,0.000010141118,0.0000068300787,0.00013364441,0.000006046901,0.00016780278,0.4778079,0.00008421993,0.0024945969],"study_design_scores_gemma":[0.00035358063,0.000025178872,0.970688,0.00037110824,0.000050075894,0.000014248161,0.000076626304,0.0004866038,0.000026551832,0.025273701,0.0023865895,0.00024776012],"about_ca_topic_score_codex":0.24148697,"about_ca_topic_score_gemma":0.21670535,"teacher_disagreement_score":0.4525342,"about_ca_system_score_codex":0.00008103229,"about_ca_system_score_gemma":0.00031383595,"threshold_uncertainty_score":0.8324295},"labels":[],"label_agreement":null},{"id":"W2158816372","doi":"10.2139/ssrn.887347","title":"Optimal Risk Taking With Flexible Income","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Quest University Canada","funders":"","keywords":"Business; Risk analysis (engineering); Economics; Actuarial science","score_opus":0.006646554309279827,"score_gpt":0.22370354534030942,"score_spread":0.2170569910310296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158816372","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":[0.9808235,0.0005908658,0.012906679,0.000092825445,0.00017178032,0.00012060277,4.6706535e-7,0.00010448223,0.005188802],"genre_scores_gemma":[0.9956092,0.00019572969,0.0007565179,0.00025753616,0.00201612,0.0000020601165,0.000008916631,0.00004932963,0.0011045816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962064,0.000015940757,0.00045696762,0.0002957579,0.00057591294,0.0024489912],"domain_scores_gemma":[0.9982943,0.000037375186,0.0011205098,0.00023108422,0.00029014566,0.0000266087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036838506,0.00026021487,0.00028069064,0.00059117464,0.00064659957,0.00033568908,0.0003812883,0.00007656601,0.00026485365],"category_scores_gemma":[0.00017426914,0.00020759998,0.00016261837,0.0010648537,0.00005619921,0.001304849,0.000101364014,0.001477434,0.000247179],"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":[0.00025630335,0.000057666475,0.91080064,0.000013745392,0.00007769984,0.0000272521,0.00003508549,0.00054543704,0.00009070416,0.08144597,0.000067662695,0.006581835],"study_design_scores_gemma":[0.004020085,0.00039427815,0.8552119,0.00028085744,0.0010982713,0.00036351135,0.002196769,0.0044444557,0.00026370917,0.09250483,0.037569612,0.001651693],"about_ca_topic_score_codex":0.00082046463,"about_ca_topic_score_gemma":0.0029005066,"teacher_disagreement_score":0.055588707,"about_ca_system_score_codex":0.00046430007,"about_ca_system_score_gemma":0.00033353426,"threshold_uncertainty_score":0.84656817},"labels":[],"label_agreement":null},{"id":"W2159222763","doi":"10.1111/1467-937x.00255","title":"Pay-as-you-go Social Security and the Distribution of Altruistic Transfers","year":2003,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Distribution (mathematics); Social security; Sociology; Economics; Political science; Law","score_opus":0.01936640054176728,"score_gpt":0.26969258781558475,"score_spread":0.25032618727381745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159222763","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":[0.839731,0.14841463,0.000005644603,0.0046309945,0.00030423186,0.00080479356,0.00002493884,0.000015493782,0.006068297],"genre_scores_gemma":[0.9292851,0.06995682,0.0000022416905,0.00053497433,0.00014841765,0.000019623036,0.000011647291,0.000005884558,0.000035295892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911946,0.000061407096,0.00048140466,0.00013703537,0.00008255422,0.00011815399],"domain_scores_gemma":[0.9992075,0.00016642938,0.0003477656,0.00016313506,0.00011182635,0.000003340054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014260965,0.00012585589,0.00058727496,0.000023979357,0.00021796573,0.000016840875,0.00013882914,0.000018473347,0.00009355039],"category_scores_gemma":[0.00051055313,0.00006398793,0.00019569293,0.0001342818,0.00042547047,0.00012197675,0.000060021277,0.00006141672,0.000031374242],"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":[0.0000882428,0.00004831733,0.031838346,0.010856984,0.00038272951,5.644638e-7,0.00096539204,0.000003897543,0.0000042320034,0.94029117,0.011430983,0.0040891212],"study_design_scores_gemma":[0.006057764,0.000082461185,0.0986351,0.009128322,0.010754795,0.000006486489,0.004865058,0.0007878981,0.00015383949,0.32915112,0.5390675,0.0013096484],"about_ca_topic_score_codex":0.00017757522,"about_ca_topic_score_gemma":0.000052145406,"teacher_disagreement_score":0.6111401,"about_ca_system_score_codex":0.000027456916,"about_ca_system_score_gemma":0.000016806194,"threshold_uncertainty_score":0.26093522},"labels":[],"label_agreement":null},{"id":"W2159273162","doi":"10.1111/j.1470-6431.2012.01119.x","title":"Young adults’ attitudes towards credit","year":2012,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Foundation for Economic Education","keywords":"Young adult; Telephone survey; Debt; Credit card; Sample (material); Psychology; Credit risk; Business; Demographic economics; Actuarial science; Finance; Developmental psychology; Economics; Marketing","score_opus":0.03484958717281013,"score_gpt":0.31321908627089484,"score_spread":0.2783694990980847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159273162","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":[0.97892123,0.010834114,0.00004555684,0.00082038244,0.006436014,0.00006577827,0.000003587187,0.00002541551,0.0028479153],"genre_scores_gemma":[0.9925799,0.0007634659,0.00041594205,0.0007015861,0.005286025,0.0000036291028,0.0000059060185,0.000014531999,0.00022902126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821335,0.0000124942135,0.00060325087,0.000110566,0.00083482964,0.00022548897],"domain_scores_gemma":[0.99670696,0.00006405433,0.0006852271,0.00010054915,0.0024237817,0.000019400071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005713546,0.0001690111,0.00032851193,0.00043308345,0.00010470712,0.0001449634,0.0004162097,0.000035603276,0.0003246743],"category_scores_gemma":[0.00074102485,0.00013294138,0.00022421489,0.0001940479,0.000101590784,0.001905466,0.00025014215,0.00014146593,0.00020838734],"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":[0.00011383111,0.00011816656,0.97535175,0.000032595704,0.00049899885,0.000028008915,0.00029592303,0.0000034681902,0.000053891614,0.0024876008,0.01691658,0.0040991777],"study_design_scores_gemma":[0.0008639289,0.000014368344,0.84993804,0.00032310523,0.00031934545,0.00003693981,0.0005321218,0.00004991953,0.00010248374,0.0005004819,0.14708632,0.00023292513],"about_ca_topic_score_codex":0.00015833747,"about_ca_topic_score_gemma":0.00008020619,"teacher_disagreement_score":0.13016975,"about_ca_system_score_codex":0.00007833044,"about_ca_system_score_gemma":0.000026490265,"threshold_uncertainty_score":0.5421192},"labels":[],"label_agreement":null},{"id":"W2159577497","doi":"10.1177/0192513x06291498","title":"What Accounts for Race and Ethnic Differences in Parental Financial Transfers to Adult Children in the United States?","year":2006,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnic group; Race (biology); Psychology; Developmental psychology; Demography; Demographic economics; Political science; Economics; Gender studies; Sociology","score_opus":0.024009669119405563,"score_gpt":0.27585316565564333,"score_spread":0.2518434965362378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159577497","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":[0.9966684,0.0009656701,0.000024872397,0.0017663786,0.0002095178,0.00033005304,0.0000071190143,0.0000063479292,0.000021626976],"genre_scores_gemma":[0.9955994,0.00095061306,0.000093262286,0.0026473477,0.0006028624,0.000010050303,0.000046655114,0.00001211438,0.000037723068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985798,0.000032550804,0.00058588723,0.00016866584,0.0003770983,0.00025601935],"domain_scores_gemma":[0.99931884,0.00009031727,0.0002375887,0.00009688053,0.00024492652,0.000011428951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062161864,0.00017805993,0.00037093344,0.0007120402,0.00008322663,0.00039400512,0.0002991336,0.00006222894,0.000009729269],"category_scores_gemma":[0.00012827593,0.00012411471,0.00009789668,0.0009683144,0.00003855307,0.0014031699,0.00003125849,0.00017318176,0.0000043942114],"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":[0.00025532482,0.00014525813,0.9915779,0.00003697664,0.000007595534,0.000014405987,0.001177782,0.00018001535,0.00013975306,0.00044350643,0.004184102,0.0018373812],"study_design_scores_gemma":[0.0010551799,0.00008183614,0.9922326,0.0003029437,0.00004978381,0.0000016700499,0.0020339603,0.0005335314,0.000017543958,0.0015540686,0.0019772477,0.00015960267],"about_ca_topic_score_codex":0.0038637677,"about_ca_topic_score_gemma":0.0043543843,"teacher_disagreement_score":0.0022068545,"about_ca_system_score_codex":0.00003064753,"about_ca_system_score_gemma":0.00001681998,"threshold_uncertainty_score":0.5840887},"labels":[],"label_agreement":null},{"id":"W2162119403","doi":"10.5430/ijfr.v5n1p101","title":"Empirical Research on Shanghai Residents' Financial Literacy","year":2014,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China","keywords":"Financial literacy; China; Finance; Investment (military); Empirical research; Pension; Control (management); Business; Economics; Political science; Management","score_opus":0.11345743406332727,"score_gpt":0.450082591678256,"score_spread":0.3366251576149287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162119403","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":[0.9813733,0.00012388696,0.00014124859,0.004642871,0.00210355,0.00023644634,0.0000069884027,0.000027837663,0.01134384],"genre_scores_gemma":[0.97994727,0.000061974766,0.0002963559,0.0023273332,0.015741842,0.000015498747,0.00002223664,0.000044751687,0.0015427655],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99064773,0.0003957268,0.0011736044,0.00052948546,0.006331949,0.00092150195],"domain_scores_gemma":[0.9865157,0.0012175331,0.00051731063,0.00044865083,0.011216221,0.00008458546],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012310078,0.00027082878,0.00048731625,0.0042878445,0.0005996786,0.0011534444,0.0022631367,0.00023719965,0.00073841005],"category_scores_gemma":[0.023373742,0.00023929821,0.00039020524,0.0023424467,0.00033823986,0.0018441954,0.0007809325,0.0019561094,0.0016867329],"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":[0.0039421045,0.0013297845,0.3474841,0.0001107902,0.000051731975,0.0010201648,0.0005072569,0.00016132067,0.0014165126,0.1656564,0.351858,0.12646182],"study_design_scores_gemma":[0.0012555151,0.0002995898,0.5715311,0.0005561466,0.000018389568,0.000015463665,0.000020015557,0.0008524286,0.00037067433,0.030979158,0.39383247,0.00026903342],"about_ca_topic_score_codex":0.00065162714,"about_ca_topic_score_gemma":0.00019377125,"teacher_disagreement_score":0.224047,"about_ca_system_score_codex":0.0004404134,"about_ca_system_score_gemma":0.000569666,"threshold_uncertainty_score":0.9998835},"labels":[],"label_agreement":null},{"id":"W2162271398","doi":"10.1111/1467-8446.00065","title":"The Savings Rate Debate: Does the Dependency Hypothesis Hold for Australia and Canada?","year":2000,"lang":"en","type":"article","venue":"Australian Economic History Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Regina","funders":"","keywords":"Dependency ratio; Boom; Baby boom; Cointegration; Economics; Short run; Population; Demographic economics; Work (physics); Development economics; Monetary economics; Econometrics; Demography; Environmental science; Engineering","score_opus":0.033538040929736966,"score_gpt":0.22283671498300536,"score_spread":0.1892986740532684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162271398","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":[0.95959777,0.018974897,5.5953984e-7,0.014922927,0.0014852674,0.0020638832,0.00004171099,0.00007518518,0.0028378132],"genre_scores_gemma":[0.7148982,0.026058758,0.0001137869,0.019814972,0.0019393091,0.00047509038,0.00007527943,0.00012644017,0.23649812],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843335,0.00003824489,0.000608422,0.00040345287,0.00010861422,0.0004079227],"domain_scores_gemma":[0.9988788,0.00016657435,0.0003637417,0.0005051357,0.000055955785,0.000029835037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093277555,0.0002766736,0.0004096879,0.000041711315,0.0005493665,0.00014774252,0.0005022027,0.000051677227,0.0053016325],"category_scores_gemma":[0.00011220305,0.00016315692,0.00018480647,0.000075846765,0.0001563742,0.00052272895,0.000040686227,0.00012502079,0.00046069204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026196818,0.000012169292,0.019142458,0.0010187707,0.00005085152,0.0000071902978,0.000020059942,0.0000064732367,0.000019889765,0.00450048,0.9531241,0.02207134],"study_design_scores_gemma":[0.00013359786,0.000003819793,0.019009812,0.00025025787,0.0003171451,0.0000025580266,0.000010471608,0.00004078326,0.000004676846,0.0003528215,0.97962147,0.00025257128],"about_ca_topic_score_codex":0.276089,"about_ca_topic_score_gemma":0.4871668,"teacher_disagreement_score":0.24469951,"about_ca_system_score_codex":0.00060560385,"about_ca_system_score_gemma":0.00013969511,"threshold_uncertainty_score":0.9956077},"labels":[],"label_agreement":null},{"id":"W2162363314","doi":"10.3386/w14261","title":"Ability, Gender, and Performance Standards: Evidence from Academic Probation","year":2008,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Criminology; Political science; Developmental psychology","score_opus":0.40817337511449536,"score_gpt":0.48612939188156884,"score_spread":0.07795601676707348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162363314","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":[0.88801277,0.0041418104,0.000003462988,0.00020887578,0.00044959108,0.0009340912,0.0001180798,0.0000403663,0.10609096],"genre_scores_gemma":[0.98247254,0.012306414,0.0001202327,0.000041333307,0.0029504015,0.000052276962,0.0008264165,0.00004205586,0.001188309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942915,0.000060034898,0.0010327589,0.000802014,0.0034367873,0.000376898],"domain_scores_gemma":[0.9926697,0.00062563346,0.0007602681,0.00035784693,0.005561261,0.000025274183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007673363,0.0002794606,0.00057450356,0.0012144864,0.0003157408,0.00016544892,0.0005470334,0.0004199436,0.0007529335],"category_scores_gemma":[0.0041807964,0.00028357567,0.00014731141,0.00043596904,0.00035144857,0.0018357323,0.0005103662,0.0008647522,0.00017443449],"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":[0.00028718117,0.00006776609,0.8765105,0.0017582275,0.00011353208,0.000004947937,0.00013538863,0.00030716314,0.000257314,0.013519739,0.10332293,0.0037153005],"study_design_scores_gemma":[0.0009335387,0.00008439583,0.7362083,0.002246708,0.0001984043,0.000010727939,0.00007305705,0.021480506,0.00019764034,0.16250183,0.075017735,0.0010471538],"about_ca_topic_score_codex":0.005412919,"about_ca_topic_score_gemma":0.0002409359,"teacher_disagreement_score":0.14898208,"about_ca_system_score_codex":0.0016861493,"about_ca_system_score_gemma":0.0026126537,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W2162773424","doi":"10.7202/602283ar","title":"Privatisation des systèmes de retraite : une évaluation critique","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.035656693745644494,"score_gpt":0.25923536449800194,"score_spread":0.22357867075235743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162773424","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":[0.9739935,0.0024968497,0.0022913052,0.010641503,0.0005763694,0.00067337084,0.0000146320235,0.00021107406,0.009101417],"genre_scores_gemma":[0.9769936,0.00048219657,0.0048683737,0.008275176,0.0026917926,0.0000372417,0.0002814824,0.000057344507,0.006312768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997219,0.00019558819,0.0010058621,0.00064234354,0.00020809307,0.0007290788],"domain_scores_gemma":[0.9979722,0.00020658164,0.0006193261,0.000497538,0.000646463,0.00005789925],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019612086,0.00048174258,0.00057949463,0.00046576574,0.0004332775,0.0008546946,0.0003517597,0.00041996053,0.001286672],"category_scores_gemma":[0.001481543,0.0005632038,0.0002919102,0.0010328366,0.00018355694,0.0037704627,0.00008473107,0.00031236315,0.0005109665],"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":[0.00012473798,0.0003728846,0.20217268,0.0010616663,0.00006674001,0.00003044029,0.0026232388,0.0005860211,0.002484415,0.6195816,0.008022621,0.16287297],"study_design_scores_gemma":[0.0006152707,0.000065708344,0.6251624,0.0009574268,0.0003584953,0.0000069700163,0.00017514474,0.017401842,0.000753286,0.28769368,0.06612091,0.0006888495],"about_ca_topic_score_codex":0.006239192,"about_ca_topic_score_gemma":0.0015213772,"teacher_disagreement_score":0.42298973,"about_ca_system_score_codex":0.00062873034,"about_ca_system_score_gemma":0.00018743049,"threshold_uncertainty_score":0.99968195},"labels":[],"label_agreement":null},{"id":"W2163007319","doi":"","title":"Defined Benefi tt o Defined Contribution and Back: Valuation of the Florida Pension Election","year":2003,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Economics; Actuarial science; Pension; Valuation (finance); Entitlement (fair division); Pension plan; Finance; Business; Microeconomics","score_opus":0.016451433928786435,"score_gpt":0.21266006755898217,"score_spread":0.19620863363019575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163007319","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":[0.99267375,0.00007791034,0.00066914916,0.00027623,0.0003654433,0.000353287,0.0000010411893,0.00003979205,0.0055433805],"genre_scores_gemma":[0.99840325,0.000018425604,0.00033661808,0.00043778136,0.00014491727,0.000007851705,0.00005347456,0.000013341508,0.00058436184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998764,0.00003876469,0.00037920434,0.00026086922,0.0003586587,0.00019854613],"domain_scores_gemma":[0.9988086,0.00004980179,0.0003177894,0.00023814576,0.00057687005,0.000008752902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066465815,0.00015921355,0.00021661098,0.00017743216,0.0002715235,0.00009810971,0.000085917265,0.00007962817,0.0005996261],"category_scores_gemma":[0.0007490112,0.00011556319,0.00010586264,0.00089491013,0.000038722737,0.000633211,0.00006320734,0.00007517928,0.00012251787],"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":[0.000052901436,0.000048819515,0.7955386,0.000048725142,0.0000121602025,2.0965305e-7,0.000014472105,0.00009069019,0.01138623,0.19046499,0.0017518615,0.0005903479],"study_design_scores_gemma":[0.0014891381,0.00002833709,0.93139946,0.00007876667,0.00034829223,0.0000023259613,0.000038607337,0.015444399,0.011101166,0.015322149,0.02442745,0.000319922],"about_ca_topic_score_codex":0.0006777003,"about_ca_topic_score_gemma":0.00057578395,"teacher_disagreement_score":0.17514284,"about_ca_system_score_codex":0.000042492968,"about_ca_system_score_gemma":0.000024726505,"threshold_uncertainty_score":0.65654856},"labels":[],"label_agreement":null},{"id":"W2163171047","doi":"10.5539/ass.v10n14p40","title":"The Influence of Financial Literacy, Saving Behaviour, and Financial Management on Retirement Confidence among Women Working in the Malaysian Public Sector","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Retirement planning; Finance; Financial management; Confidence interval; Low Confidence; Psychology; Actuarial science; Business; Social psychology; Medicine","score_opus":0.010380488483253111,"score_gpt":0.22778716634861812,"score_spread":0.217406677865365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163171047","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":[0.98297846,0.000014775922,0.000018910318,0.0006744072,0.00019072682,0.00043831178,9.150069e-7,0.000028154784,0.015655346],"genre_scores_gemma":[0.9978985,0.000010324339,0.00005203343,0.0014271125,0.00045151732,0.00008555667,0.0000025960687,0.000013348012,0.00005900307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967414,0.00008607653,0.00057107967,0.0005837536,0.0012044767,0.0008131863],"domain_scores_gemma":[0.99870855,0.000114709626,0.0004905302,0.00042001143,0.00023213384,0.000034054057],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039362973,0.00025665876,0.0002886865,0.0004010769,0.0016910129,0.001093481,0.0012875594,0.0000766093,0.000025728948],"category_scores_gemma":[0.0007619302,0.00018637447,0.00008518379,0.0028502906,0.0010999652,0.0013688975,0.00045225656,0.00028593998,0.000014459863],"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":[0.00003428882,0.00007164855,0.7394596,0.000040941988,0.0000020665595,0.000010002495,0.0031024555,0.0000066988014,0.00010783673,0.20406565,0.00012511539,0.05297371],"study_design_scores_gemma":[0.00025553384,0.000028707704,0.9894648,0.00015351907,0.000020037702,3.433311e-7,0.00072075933,0.00015647868,0.000009350092,0.004292265,0.004677388,0.00022082415],"about_ca_topic_score_codex":0.00035801667,"about_ca_topic_score_gemma":0.0005927543,"teacher_disagreement_score":0.25000522,"about_ca_system_score_codex":0.00016682348,"about_ca_system_score_gemma":0.00007206544,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W2163211267","doi":"10.1111/j.1752-1726.2007.00303.x","title":"Zur Gestaltung von Rentensystemen der sozialen Sicherheit","year":2008,"lang":"de","type":"article","venue":"Internationale Revue für Soziale Sicherheit","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Waterloo","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03683969298780979,"score_gpt":0.25199399499734054,"score_spread":0.21515430200953076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163211267","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":[0.89017,0.029735345,0.00071017095,0.005917925,0.015000682,0.0029842558,0.00027985842,0.00090471737,0.05429708],"genre_scores_gemma":[0.8508523,0.0028432312,0.0012217814,0.0029077502,0.025790567,0.00023683938,0.0018252868,0.00042638165,0.11389585],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921878,0.0001846924,0.0024358877,0.0018696844,0.0019387226,0.0013832336],"domain_scores_gemma":[0.99343544,0.00036045225,0.0020686667,0.0014021515,0.0025724515,0.00016081842],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001286733,0.0012548211,0.0015047789,0.0011907285,0.00097206415,0.00080486154,0.0017132685,0.0006256865,0.00745066],"category_scores_gemma":[0.0014070148,0.0014161228,0.0011520853,0.0016579295,0.00039184175,0.002738822,0.001079229,0.0009028999,0.019837277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003852821,0.0011935106,0.83314615,0.0020270715,0.0015184813,0.001008669,0.0014610259,0.0005255273,0.0013006622,0.009682875,0.14513083,0.0026199191],"study_design_scores_gemma":[0.0024882841,0.00007654017,0.09411447,0.0023006191,0.0016894788,0.000052502848,0.00019545958,0.021363419,0.00019729708,0.0007610946,0.8747052,0.0020556657],"about_ca_topic_score_codex":0.0024284555,"about_ca_topic_score_gemma":0.0006552028,"teacher_disagreement_score":0.7390317,"about_ca_system_score_codex":0.0007235762,"about_ca_system_score_gemma":0.0003106781,"threshold_uncertainty_score":0.9988288},"labels":[],"label_agreement":null},{"id":"W2164086013","doi":"10.5267/j.msl.2013.02.020","title":"The relationship between financial development indicators and human capital in Iran","year":2013,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human capital; Finance; Business; Financial capital; Investment (military); Human resources; Cash flow; Developing country; Inflation (cosmology); Economic stability; Economics; Economic growth; Macroeconomics; Management","score_opus":0.019326050695243957,"score_gpt":0.23111493045904405,"score_spread":0.2117888797638001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164086013","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":[0.9951576,0.000011091221,0.000035572983,0.0022904004,0.00012655483,0.0004995611,1.7692854e-7,0.000046497826,0.0018325407],"genre_scores_gemma":[0.9969242,9.732196e-7,0.00029811988,0.002304028,0.00017874822,0.000074695985,0.0000104064,0.000011615039,0.00019717272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788225,0.0000140168795,0.00042508368,0.00047624062,0.00066616037,0.0005362512],"domain_scores_gemma":[0.9993949,0.000068391484,0.00019720476,0.0002958919,0.000018507477,0.00002508643],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012337194,0.00018654352,0.00015299166,0.0010963543,0.0015145331,0.00091311603,0.00064094696,0.000032277698,0.000045716642],"category_scores_gemma":[0.00014560495,0.00014866408,0.000037710983,0.0022561545,0.00048432706,0.0017249809,0.00050575606,0.00015488871,0.00029616413],"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":[0.0000012371241,0.000011573091,0.9690075,0.000025126408,0.00000226488,0.0000037522016,0.0001583994,0.0000052768587,0.00007032956,0.027297204,0.00087544654,0.0025419141],"study_design_scores_gemma":[0.00022124368,0.0000026935813,0.99091744,0.00003436333,0.000017885644,8.091287e-8,0.00016598133,0.00003499695,0.000010565045,0.0021620844,0.0062265126,0.00020616378],"about_ca_topic_score_codex":0.0004945547,"about_ca_topic_score_gemma":0.00025447336,"teacher_disagreement_score":0.025135119,"about_ca_system_score_codex":0.00011030621,"about_ca_system_score_gemma":0.0000068720847,"threshold_uncertainty_score":0.99978536},"labels":[],"label_agreement":null},{"id":"W2164831059","doi":"10.2139/ssrn.1573525","title":"The Effect of Education on Equity Holdings","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Equity (law); Business; Economics; Monetary economics; Demographic economics; Political science; Law","score_opus":0.00456855297343843,"score_gpt":0.25112828944720633,"score_spread":0.24655973647376792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164831059","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":[0.9941422,0.0002971226,0.000016269805,0.00044163325,0.0008165569,0.00012869497,2.1771096e-7,0.000018486127,0.0041388487],"genre_scores_gemma":[0.9972521,0.00014951834,0.0000065267486,0.00017205466,0.0015095811,0.0000056206413,0.0000046826817,0.000016707472,0.0008831738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998252,0.000021937609,0.00027986692,0.00014451673,0.0003787619,0.0009229625],"domain_scores_gemma":[0.9990761,0.0000899996,0.00041047472,0.00022829794,0.00018461488,0.000010503245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032981073,0.00013964203,0.00016572162,0.00018314243,0.00046834463,0.00021409498,0.00040611246,0.000054484997,0.00006527932],"category_scores_gemma":[0.00047666475,0.000088118366,0.00016588919,0.00037787986,0.000055669807,0.0004511939,0.00008827056,0.0011646309,0.000083476465],"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":[0.00019983368,0.00006951258,0.2246282,0.00002966106,0.00003827226,5.0020697e-7,0.000014862764,0.000006661054,0.0057122344,0.67383546,0.0014316634,0.094033144],"study_design_scores_gemma":[0.0023478854,0.0008967634,0.17051439,0.00021490282,0.0007945362,0.000057908263,0.00042360288,0.001077707,0.0052091246,0.6721347,0.14545739,0.00087109907],"about_ca_topic_score_codex":0.00021982474,"about_ca_topic_score_gemma":0.0010616044,"teacher_disagreement_score":0.14402573,"about_ca_system_score_codex":0.00013658065,"about_ca_system_score_gemma":0.00034727427,"threshold_uncertainty_score":0.5059807},"labels":[],"label_agreement":null},{"id":"W2165247908","doi":"10.1007/s10887-012-9086-5","title":"The Farm, the City, and the Emergence of Social Security","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Growth","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"National Science Foundation","keywords":"Social security; Demographics; Voting; Productivity; Social economy; Agriculture; Economic security; Business; Economic growth; Economics; Political science; Geography; Market economy; Sociology","score_opus":0.009078289152448259,"score_gpt":0.22675084976826052,"score_spread":0.21767256061581225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165247908","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":[0.98932076,0.00030404938,0.000022535376,0.003123969,0.0004453119,0.000091695045,8.333627e-7,0.000003145718,0.006687689],"genre_scores_gemma":[0.9979313,0.000110178626,0.000009799663,0.00046089166,0.0014034406,6.764261e-7,4.961741e-7,0.0000069768375,0.000076242344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893767,0.000024629406,0.000631327,0.00008336125,0.0001562824,0.00016671004],"domain_scores_gemma":[0.99837834,0.00022519079,0.00107647,0.00011833338,0.00019361799,0.000008048005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00347848,0.00009781507,0.00023200469,0.00008500708,0.0004678003,0.00014625372,0.0004334154,0.00003273625,0.00012360678],"category_scores_gemma":[0.00017326938,0.000046660687,0.00020783195,0.00014921541,0.00027885553,0.00035651104,0.00015693821,0.00017673413,0.000010909522],"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":[0.0003956516,0.000032598957,0.52961,0.00003189429,0.00009748755,0.0000034637783,0.0007674361,0.000006875855,0.00005252156,0.45775288,0.009934479,0.0013147234],"study_design_scores_gemma":[0.0018976744,0.000023243,0.8044049,0.000031242795,0.0004218496,0.000012305543,0.0019697559,0.0016114597,0.00014812147,0.1379447,0.05131301,0.0002217017],"about_ca_topic_score_codex":0.00032224532,"about_ca_topic_score_gemma":0.00075339136,"teacher_disagreement_score":0.3198082,"about_ca_system_score_codex":0.00001964023,"about_ca_system_score_gemma":0.000023437458,"threshold_uncertainty_score":0.3597989},"labels":[],"label_agreement":null},{"id":"W2166537969","doi":"","title":"Elimination of the Foreign Property Rule on Tax Deferred Savings Plans","year":2005,"lang":"en","type":"preprint","venue":"Scholarship@Western (Western University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Liberian dollar; Pension; Currency; Capital (architecture); Economics; Government (linguistics); Value (mathematics); Business; Monetary economics; Capital market; Finance","score_opus":0.07868007310525649,"score_gpt":0.2758960098263537,"score_spread":0.19721593672109722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166537969","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":[0.9946458,0.000031186606,0.000046658995,0.00038269899,0.00047926686,0.0008668639,0.000075729375,0.0001515009,0.003320317],"genre_scores_gemma":[0.9874618,0.000023513614,0.00003495734,0.0007993137,0.0006412581,0.0000051098336,0.0002337466,0.000079790065,0.010720476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680376,0.00012043419,0.0006076935,0.00095077156,0.00100662,0.0005107412],"domain_scores_gemma":[0.9967287,0.000061576095,0.0013104607,0.0012365684,0.0006215557,0.000041135776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006006336,0.00063201046,0.0006725964,0.0011051551,0.00041943902,0.00055899005,0.0019787906,0.000490332,0.00010925001],"category_scores_gemma":[0.00018423179,0.00048695147,0.0005610342,0.00090805785,0.00016402283,0.0020130163,0.0023351396,0.0010863991,0.0002951182],"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":[0.00017773516,0.00018015613,0.99701834,0.00036715402,0.000055596243,0.000029255389,0.000113886046,0.00042029802,0.00024386986,0.0007821526,0.000018360977,0.00059321575],"study_design_scores_gemma":[0.0007280688,0.000025776892,0.9870964,0.0012468729,0.0005662911,0.0000017850333,0.00010547184,0.000026253334,0.00074179366,0.00070191175,0.008127444,0.00063189917],"about_ca_topic_score_codex":0.00012863324,"about_ca_topic_score_gemma":0.0039213602,"teacher_disagreement_score":0.009921889,"about_ca_system_score_codex":0.00034758262,"about_ca_system_score_gemma":0.0001210596,"threshold_uncertainty_score":0.99975824},"labels":[],"label_agreement":null},{"id":"W2167437596","doi":"10.2139/ssrn.2588720","title":"The Impact of Financial Education for Youth in Ghana","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Kellogg's (Canada)","funders":"","keywords":"Financial literacy; Club; Curriculum; Treatment and control groups; Government (linguistics); Primary education; Control (management); Finance; Work (physics); Business; Economic growth; Political science; Psychology; Economics; Medicine; Management; Engineering","score_opus":0.01597493434239006,"score_gpt":0.2680609510307619,"score_spread":0.25208601668837183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167437596","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":[0.99723977,0.0011675726,0.0002110698,0.0001628067,0.0002662926,0.00019794352,0.0000013487405,0.000008277647,0.0007448905],"genre_scores_gemma":[0.9983112,0.00008044559,0.00003149527,0.000066911656,0.0011641813,0.000007981137,0.000018471706,0.000014850805,0.00030445153],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833333,0.000016511596,0.00036413656,0.000121967896,0.00022239964,0.00094163156],"domain_scores_gemma":[0.9990019,0.000026698463,0.00037867908,0.00013629353,0.0004429737,0.000013419705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022578067,0.00012152936,0.00017736765,0.0002541909,0.000165821,0.00011246424,0.00026585796,0.000045703633,0.0000075362486],"category_scores_gemma":[0.00062024844,0.00008222994,0.00020389384,0.0005233395,0.000028717192,0.00053998927,0.00003556346,0.0003702707,0.000013077586],"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":[0.0006636706,0.00030878637,0.6587094,0.000024051045,0.000047363897,5.746386e-7,0.00044273405,0.00023079873,0.00005308949,0.2973268,0.003574923,0.038617812],"study_design_scores_gemma":[0.0028494867,0.00036611778,0.13763337,0.00012633507,0.00031054663,0.000008975638,0.008535873,0.0036732387,0.000029784056,0.8425205,0.003444703,0.0005011118],"about_ca_topic_score_codex":0.0020931493,"about_ca_topic_score_gemma":0.0049304874,"teacher_disagreement_score":0.5451937,"about_ca_system_score_codex":0.00057773176,"about_ca_system_score_gemma":0.0029130257,"threshold_uncertainty_score":0.51675826},"labels":[],"label_agreement":null},{"id":"W2168017474","doi":"","title":"The Effects of Asset Price Changes on Economic Security in Canada, 2005-09","year":2009,"lang":"en","type":"preprint","venue":"Scholarship@Western (Western University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Asset (computer security); Economics; Business; Monetary economics; Computer science; Computer security","score_opus":0.030001991448722398,"score_gpt":0.2540967361667307,"score_spread":0.22409474471800828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168017474","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":[0.99682087,0.0002613266,0.000002660458,0.00046459015,0.000984705,0.0007570204,0.000038117076,0.00005747708,0.0006132139],"genre_scores_gemma":[0.9973588,0.00029303017,0.0000038075498,0.00071685,0.00044566818,0.0000043309697,0.00012651834,0.00004882865,0.0010021961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970704,0.00017076725,0.0005242918,0.0008912833,0.0006096205,0.0007336363],"domain_scores_gemma":[0.9973051,0.00030891085,0.0010888964,0.0010459353,0.00019235272,0.00005878114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007696774,0.0006111596,0.0008057207,0.0010069606,0.0002756204,0.0004761644,0.0016911189,0.00031629184,0.000026744781],"category_scores_gemma":[0.00015009045,0.0006053939,0.00022953996,0.0005022841,0.00008284625,0.0008213304,0.0013286099,0.0011459761,0.00009770775],"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":[0.00013709231,0.00007520159,0.99773407,0.0005697939,0.000050540355,0.00021663406,0.000050031867,0.00019888651,0.000027469912,0.00044533794,0.000029775176,0.00046519542],"study_design_scores_gemma":[0.00070180715,0.000030946856,0.9849944,0.0010785153,0.0002183551,8.1748107e-7,0.00006445952,0.00001629004,0.0002613307,0.00070457335,0.011321362,0.00060711725],"about_ca_topic_score_codex":0.08644599,"about_ca_topic_score_gemma":0.9804393,"teacher_disagreement_score":0.8939933,"about_ca_system_score_codex":0.0016387407,"about_ca_system_score_gemma":0.000673367,"threshold_uncertainty_score":0.99963975},"labels":[],"label_agreement":null},{"id":"W2168021399","doi":"10.5539/ijef.v6n9p95","title":"Observation of Financial Literacy among the Selected Students in the U.S. and Japan","year":2014,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Financial literacy; Test (biology); Psychology; Finance; Literacy; Medical education; Pedagogy; Business; Medicine","score_opus":0.00983726459850809,"score_gpt":0.22697949986269195,"score_spread":0.21714223526418386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168021399","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":[0.9987819,0.000108200395,0.000014768811,0.0007139276,0.00021810461,0.000060273756,0.0000015505109,9.195148e-7,0.000100309815],"genre_scores_gemma":[0.9981298,0.00045130614,0.00009208056,0.00083163544,0.00045894142,0.0000018901269,0.000004563658,0.000004401017,0.000025414969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999264,0.000014296817,0.00043428928,0.00009036074,0.00012362667,0.00007343612],"domain_scores_gemma":[0.99885154,0.00008131989,0.0006442617,0.00007442278,0.0003453398,0.0000031174177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072806113,0.00007487961,0.0001504207,0.00014132985,0.000053589003,0.0002165494,0.00037753276,0.00002750631,0.0000052274654],"category_scores_gemma":[0.00022658956,0.000050349812,0.000043191358,0.00014412618,0.000056037283,0.00076507096,0.00007543418,0.00010296762,0.0000010962365],"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":[0.000044878827,0.000037326343,0.96582806,0.0000057328025,0.000008113209,0.0000012036215,0.00023312388,0.00031511285,0.000010799096,0.02692415,0.00013119614,0.0064603044],"study_design_scores_gemma":[0.00040941013,0.000015305626,0.96576655,0.000053462616,0.000016415068,0.0000030638598,0.000018744944,0.014352659,0.00000776867,0.0050917873,0.014211949,0.000052886535],"about_ca_topic_score_codex":0.00019148119,"about_ca_topic_score_gemma":0.00025021355,"teacher_disagreement_score":0.021832362,"about_ca_system_score_codex":0.000014628483,"about_ca_system_score_gemma":0.00001487517,"threshold_uncertainty_score":0.20881908},"labels":[],"label_agreement":null},{"id":"W2169816997","doi":"10.1257/aer.p20151004","title":"Liquidity in Retirement Savings Systems: An International Comparison","year":2015,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Market liquidity; Economics; Shock (circulatory); Liquidity risk; Monetary economics","score_opus":0.058346643455989416,"score_gpt":0.3189493365119969,"score_spread":0.2606026930560075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169816997","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":[0.97911733,0.0053281523,0.000014199436,0.00093953643,0.00091728923,0.0005819123,0.0000042292027,0.00008317519,0.013014201],"genre_scores_gemma":[0.99238896,0.0030957763,0.00014439094,0.0032530536,0.0007749783,0.000059853868,0.00014022592,0.000025140282,0.0001175971],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982321,0.00004689993,0.0008592407,0.0004196088,0.0001999811,0.00024216094],"domain_scores_gemma":[0.9985745,0.000018861145,0.000820159,0.0004293127,0.00012251003,0.000034671295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011443818,0.0002014793,0.00069972425,0.00021340804,0.00003853518,0.0001828208,0.0004843188,0.000022941167,0.00028267846],"category_scores_gemma":[0.00015304875,0.00019838783,0.00010490524,0.00029204623,0.000082261395,0.0013350163,0.00016696777,0.00010133581,0.0012522574],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024695675,0.00010208432,0.96028924,0.00037642944,0.00001613336,0.0000054516395,0.000044697237,0.00032932186,0.000004299229,0.0034400595,0.02441509,0.010952506],"study_design_scores_gemma":[0.0003761574,0.000043985754,0.08415254,0.0012952302,0.000108085624,0.0000014299522,0.0002358684,0.025347417,0.0000017345455,0.00008797442,0.88790655,0.0004430273],"about_ca_topic_score_codex":0.00898218,"about_ca_topic_score_gemma":0.0008229721,"teacher_disagreement_score":0.87613666,"about_ca_system_score_codex":0.00038125087,"about_ca_system_score_gemma":0.00005103657,"threshold_uncertainty_score":0.99952537},"labels":[],"label_agreement":null},{"id":"W2172479659","doi":"","title":"Étude sur la littératie financière des étudiants au cégep et à l’université de la région Chaudière-Appalaches","year":2015,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.011806409275730428,"score_gpt":0.19543041411323644,"score_spread":0.18362400483750602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172479659","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":[0.9228446,0.009650841,0.00014436645,0.007276124,0.00048814144,0.0004073764,0.0000456616,0.0002655935,0.058877323],"genre_scores_gemma":[0.9678237,0.0013856118,0.00043256878,0.0005412093,0.00081993535,0.000006792807,0.00017746825,0.00013457872,0.028678177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608964,0.00036959528,0.0005144329,0.0010000829,0.0008022976,0.0012239582],"domain_scores_gemma":[0.9969152,0.00042569678,0.00067949976,0.0007239355,0.0009932155,0.0002624502],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016380035,0.0008413662,0.0008737643,0.0008401309,0.0012059584,0.00041527237,0.0009764655,0.0006284791,0.0013364773],"category_scores_gemma":[0.0007043494,0.0009927906,0.0006075231,0.0019964548,0.0010702854,0.00401614,0.0013317168,0.00060891995,0.0013454058],"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":[0.00037822162,0.00055449223,0.8243338,0.00044205913,0.00017691676,0.0007436763,0.0080992,0.00028745,0.00024661448,0.036555786,0.12516575,0.0030160353],"study_design_scores_gemma":[0.0024033675,0.000086082095,0.49593598,0.0004922376,0.000889379,0.00005484192,0.00290908,0.0020552888,0.00009512114,0.000603688,0.49353483,0.000940111],"about_ca_topic_score_codex":0.1442922,"about_ca_topic_score_gemma":0.63218284,"teacher_disagreement_score":0.4878906,"about_ca_system_score_codex":0.0029873466,"about_ca_system_score_gemma":0.0018252631,"threshold_uncertainty_score":0.99957645},"labels":[],"label_agreement":null},{"id":"W217572539","doi":"","title":"Social Security and the Stock Market: How the Pursuit of Market Magic Shapes the System","year":2008,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Economics; Revenue; Equity (law); Finance; Public economics; Political science; Market economy; Law","score_opus":0.011351952341057283,"score_gpt":0.20437407241109296,"score_spread":0.19302212007003566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217572539","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":[0.9907014,0.0025500974,0.000018943918,0.0038308997,0.00024266234,0.00025255844,0.000012251486,0.00001164304,0.002379537],"genre_scores_gemma":[0.9972022,0.00077055034,0.000023127512,0.0003734924,0.0013820046,0.0000041023764,6.401542e-7,0.000016470563,0.00022737414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997943,0.00022937077,0.0005678059,0.00014680832,0.0008939961,0.00021903381],"domain_scores_gemma":[0.9969051,0.00042966226,0.0018622364,0.00021826825,0.00057375256,0.000010990469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034594159,0.00019398145,0.0004752114,0.00011427726,0.00088109943,0.0002797048,0.0008141927,0.00005830114,0.00008324169],"category_scores_gemma":[0.00047701277,0.000088077075,0.00034883112,0.00056815764,0.00048106667,0.00067243783,0.00017570656,0.00041429547,0.000005481854],"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":[0.0012187698,0.00006796534,0.93077016,0.00024543187,0.00015253696,0.00003422517,0.0015517053,0.000019684485,0.000034703113,0.004342339,0.05923902,0.0023234673],"study_design_scores_gemma":[0.0011966504,0.000011030384,0.9663794,0.00010316517,0.0002944331,0.00004640014,0.0007163181,0.0042557395,0.000004661608,0.0010583777,0.025808122,0.0001256726],"about_ca_topic_score_codex":0.000278834,"about_ca_topic_score_gemma":0.00009756245,"teacher_disagreement_score":0.035609275,"about_ca_system_score_codex":0.00003634829,"about_ca_system_score_gemma":0.00003089453,"threshold_uncertainty_score":0.67767936},"labels":[],"label_agreement":null},{"id":"W2185344463","doi":"10.2139/ssrn.1326656","title":"Actuaries and Accountants: The Tower of Babel","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Manitoba","funders":"","keywords":"Tower of Babel; Tower; Accounting; Business; Engineering; History; Structural engineering","score_opus":0.005651943536787158,"score_gpt":0.2050852047079202,"score_spread":0.19943326117113302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185344463","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":[0.992999,0.0022401528,0.00010744447,0.0021789353,0.00011564229,0.00009708457,5.2291455e-7,0.00002039791,0.0022407814],"genre_scores_gemma":[0.99657714,0.00095092185,0.000023154776,0.0012174584,0.0006332669,9.044267e-7,0.0000030297374,0.00001035316,0.0005837963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982962,0.000010951773,0.0003119754,0.00014819855,0.000315848,0.0009168128],"domain_scores_gemma":[0.9992796,0.000028499871,0.00031578992,0.0001718023,0.00019601801,0.000008291842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011512975,0.00014872669,0.00020625802,0.00016655998,0.0003285773,0.00022289577,0.00028472804,0.000046247875,0.00014354193],"category_scores_gemma":[0.0001318509,0.00009686214,0.00010186499,0.00039289915,0.00007081177,0.0009724875,0.000054254935,0.00056717836,0.000019518626],"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":[0.00021786932,0.00015283118,0.17669658,0.000020996255,0.00011132211,0.000006226087,0.00023520476,0.000012446565,0.0017020741,0.7557395,0.0025762198,0.06252874],"study_design_scores_gemma":[0.0012348226,0.00015466267,0.24367057,0.000088931265,0.00045600272,0.000079117344,0.0018220613,0.00081708503,0.00008567775,0.7070532,0.04407984,0.00045803678],"about_ca_topic_score_codex":0.00015704073,"about_ca_topic_score_gemma":0.0005391282,"teacher_disagreement_score":0.066973984,"about_ca_system_score_codex":0.00008789566,"about_ca_system_score_gemma":0.00018208359,"threshold_uncertainty_score":0.39499232},"labels":[],"label_agreement":null},{"id":"W218929736","doi":"","title":"Evaluating the impact of social security","year":2011,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Entitlement (fair division); Life expectancy; Notional amount; Liberian dollar; Pension; Population; Retirement age; Economics; Economic growth; Economic policy; Business; Development economics; Political science; Finance; Market economy","score_opus":0.04411751446822859,"score_gpt":0.2991440552450133,"score_spread":0.2550265407767847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W218929736","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":[0.94878024,0.00012350616,0.000005399078,0.000048434777,0.00050497596,0.00030648895,0.000014171075,0.000086684835,0.050130073],"genre_scores_gemma":[0.99815243,0.0000031468112,0.00014401301,0.00023931595,0.0010996902,0.000021834374,0.000024079809,0.000035007542,0.00028046215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979792,0.00006390746,0.0007102543,0.00041181335,0.00037950338,0.00045530495],"domain_scores_gemma":[0.99817,0.00010102365,0.0008471941,0.00046190168,0.00039709592,0.000022747634],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013370164,0.00032337243,0.0005087226,0.00031661658,0.0005151438,0.00011121596,0.00052839564,0.0001269005,0.010286799],"category_scores_gemma":[0.00035370066,0.00024457305,0.0006212991,0.0006125271,0.00036383417,0.0009714449,0.00024483845,0.00025269337,0.0006880177],"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":[0.00006766952,0.000119180615,0.98472756,0.000040043684,0.000070073445,0.0000037166121,0.0008414176,0.0000060556645,0.0002868493,0.0076750545,0.005783152,0.00037924282],"study_design_scores_gemma":[0.00057783735,0.000056994024,0.99027157,0.000037309146,0.00024246566,0.000003552394,0.00023580229,0.003335625,0.00009866434,0.0035917582,0.0011747798,0.00037362913],"about_ca_topic_score_codex":0.0026987046,"about_ca_topic_score_gemma":0.00031388082,"teacher_disagreement_score":0.04984961,"about_ca_system_score_codex":0.00012665967,"about_ca_system_score_gemma":0.00015528455,"threshold_uncertainty_score":0.99734},"labels":[],"label_agreement":null},{"id":"W2196063964","doi":"10.2139/ssrn.2021579","title":"The Annuity Duration Puzzle","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University; McMaster University","funders":"","keywords":"Annuity; Duration (music); Medicine; Actuarial science; Economics; Life annuity; Finance; Physics; Pension","score_opus":0.007927029251783506,"score_gpt":0.21811973712461324,"score_spread":0.21019270787282973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196063964","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":[0.9865552,0.0037734455,0.00070340524,0.0017960506,0.0008921053,0.00016400314,3.9527973e-7,0.00006613133,0.006049254],"genre_scores_gemma":[0.99302346,0.0006094499,0.000017426903,0.00035825584,0.0038305665,0.000004661289,0.000008787701,0.000018788978,0.002128596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972989,0.00002530445,0.00032951942,0.00011683975,0.00036513113,0.0018643343],"domain_scores_gemma":[0.999227,0.00003280382,0.0003368917,0.00018609955,0.00020100866,0.000016221482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031268129,0.00013941257,0.00012505651,0.00012130521,0.0012035716,0.00037836164,0.0002885945,0.00004703979,0.00010842802],"category_scores_gemma":[0.00023894329,0.00009443912,0.00013878997,0.00042547457,0.000037719947,0.0019747796,0.00007446166,0.00071593444,0.00049398514],"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":[0.000040907224,0.000060243263,0.3985395,0.0000059786776,0.000033463984,6.987807e-7,0.000041288502,0.000005879491,0.00016932965,0.587876,0.0021848523,0.011041841],"study_design_scores_gemma":[0.0007094535,0.000033403267,0.21143356,0.000028955756,0.00027747962,0.00006174944,0.0011023566,0.0012348023,0.00007204305,0.21636382,0.56818134,0.0005010297],"about_ca_topic_score_codex":0.00017605905,"about_ca_topic_score_gemma":0.0020228783,"teacher_disagreement_score":0.56599647,"about_ca_system_score_codex":0.00029735605,"about_ca_system_score_gemma":0.00014672476,"threshold_uncertainty_score":0.9257021},"labels":[],"label_agreement":null},{"id":"W2199618457","doi":"10.2139/ssrn.484902","title":"The Evolution of Wealth Inequality in Canada","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Canada; Statistics Canada","funders":"","keywords":"Inequality; Economics; Development economics; Mathematics","score_opus":0.006074194053952227,"score_gpt":0.20621428184368035,"score_spread":0.2001400877897281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199618457","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":[0.9961504,0.0016010917,0.00020168714,0.00029185123,0.00021607836,0.000086210996,4.7185813e-7,0.000004473453,0.0014477754],"genre_scores_gemma":[0.99919075,0.00030355997,0.000008687687,0.000120645884,0.00017034827,0.000002002759,0.000002268958,0.000009396314,0.0001923304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978174,0.000060608007,0.00047941614,0.00012307397,0.00037935725,0.0011401598],"domain_scores_gemma":[0.999184,0.000046355395,0.00041808005,0.00016217353,0.00018018427,0.000009174332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031379003,0.00010565786,0.00017423845,0.0001396121,0.000247991,0.000048692305,0.00022362496,0.000025816791,0.000038217528],"category_scores_gemma":[0.00036321135,0.00007774096,0.00006772357,0.00069949747,0.000023258883,0.00034816912,0.000026694692,0.00060707075,0.000008702145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016776568,0.00001419627,0.65436935,0.00000801385,0.000007799564,9.1434447e-7,0.000005571311,0.000058341608,0.000022856639,0.34459195,0.00012354962,0.00078066974],"study_design_scores_gemma":[0.0010635026,0.000032818,0.5332383,0.000063338724,0.00008262027,0.00001598132,0.004959588,0.0016254564,0.000029738145,0.4393901,0.019168606,0.00032997428],"about_ca_topic_score_codex":0.8702322,"about_ca_topic_score_gemma":0.992664,"teacher_disagreement_score":0.122431755,"about_ca_system_score_codex":0.0033057057,"about_ca_system_score_gemma":0.0057966257,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W2201834811","doi":"10.2139/ssrn.2431602","title":"The Fetal Origins Hypothesis in Finance: Prenatal Environment and Financial Risk Taking","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Prenatal exposure; Birth weight; Volatility (finance); Skewness; Financial market; Economics; Pregnancy; Stock (firearms); Low birth weight; Fetus; Finance; Offspring; Biology; Econometrics","score_opus":0.005194810355090866,"score_gpt":0.184115440106709,"score_spread":0.17892062975161813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201834811","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":[0.9969995,0.0014047887,0.000492516,0.00024063072,0.00017697578,0.0001457049,0.0000011426354,0.000018973578,0.00051973754],"genre_scores_gemma":[0.99415755,0.004010914,0.00010516944,0.00016406637,0.001162457,0.00001094625,0.0000032986493,0.000026981621,0.0003586147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972623,0.000056486515,0.00043117712,0.0003126509,0.0003818088,0.001555597],"domain_scores_gemma":[0.99886066,0.0001218169,0.0007391792,0.00022266746,0.000042056425,0.000013650846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026462818,0.00023609119,0.00025266016,0.00021784067,0.0008330254,0.00031001132,0.00033613236,0.00007731348,0.0000398515],"category_scores_gemma":[0.0007026969,0.00017585249,0.00013070353,0.00032055433,0.00009841321,0.00066744455,0.00013903948,0.0010996136,0.000090493224],"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":[0.00013467007,0.00007490572,0.63367444,0.000017987248,0.000024885603,0.00000731302,0.00006964492,0.0002946008,0.00004685037,0.19435665,0.00011810426,0.17117992],"study_design_scores_gemma":[0.0017999478,0.000105362116,0.5978448,0.000102564794,0.0002184947,0.000042649743,0.00025017821,0.012607876,0.00003729562,0.24990377,0.13645713,0.0006299333],"about_ca_topic_score_codex":0.00059518404,"about_ca_topic_score_gemma":0.003703851,"teacher_disagreement_score":0.17054999,"about_ca_system_score_codex":0.0004399118,"about_ca_system_score_gemma":0.0001752956,"threshold_uncertainty_score":0.7171056},"labels":[],"label_agreement":null},{"id":"W2202000466","doi":"10.2139/ssrn.2707618","title":"Using a Life Cycle Model to Evaluate Financial Literacy Program Effectiveness","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bureau de Coopération Interuniversitaire; Université du Québec à Montréal","funders":"","keywords":"Financial literacy; Measure (data warehouse); Key (lock); Finance; Actuarial science; Business; Economics; Computer science","score_opus":0.035309941834049584,"score_gpt":0.3172323945135128,"score_spread":0.28192245267946325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202000466","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":[0.9858427,0.0005276339,0.011693383,0.00019513955,0.00037991023,0.0006224793,0.0000012961272,0.00013292738,0.0006045507],"genre_scores_gemma":[0.99502665,0.000027715996,0.0017230249,0.0008830937,0.0020314238,0.0000414943,0.000013899344,0.000066224464,0.00018648812],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956892,0.00008482653,0.00055700616,0.00046104382,0.00084005675,0.0023678567],"domain_scores_gemma":[0.9981189,0.000029137062,0.00037391874,0.00030379093,0.001066406,0.00010785979],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004467815,0.00036316057,0.0004692285,0.00060191465,0.00042770576,0.0006564936,0.00048413782,0.00010944002,0.000030283394],"category_scores_gemma":[0.0010596575,0.00033290105,0.00026850903,0.001320252,0.00003698204,0.00200975,0.00023389932,0.00096713915,0.00026950194],"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":[0.003799254,0.0019595232,0.27561122,0.00034295936,0.0003726657,0.00008664316,0.0009958284,0.3232084,0.001998473,0.24210441,0.0019133007,0.14760731],"study_design_scores_gemma":[0.0026105558,0.00024388262,0.010011881,0.00022103278,0.0004673888,0.00004472409,0.00014403899,0.704207,0.00002743212,0.27612293,0.0050642537,0.0008348867],"about_ca_topic_score_codex":0.00047438173,"about_ca_topic_score_gemma":0.00037141738,"teacher_disagreement_score":0.3809986,"about_ca_system_score_codex":0.00101498,"about_ca_system_score_gemma":0.0025130438,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W2205165808","doi":"10.2139/ssrn.2663860","title":"Social Transmission Bias and Active Investing","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Transmission (telecommunications); Business; Computer science; Telecommunications","score_opus":0.039629852236467276,"score_gpt":0.2545267164315213,"score_spread":0.21489686419505402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205165808","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":[0.99380666,0.00068069634,0.00048735135,0.0011595302,0.0000991326,0.000091061585,2.656325e-7,0.000052309722,0.0036229694],"genre_scores_gemma":[0.9969962,0.00012446873,0.00009082036,0.00045777796,0.0016979552,0.0000020294463,0.000008861529,0.000025768397,0.00059612235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979528,0.000031474367,0.00028142176,0.0002077773,0.00038124723,0.0011452838],"domain_scores_gemma":[0.9993471,0.000020497675,0.00028612907,0.00006875689,0.00024597542,0.000031525455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016782412,0.00017284512,0.00021616802,0.00026334127,0.00045649958,0.00024313183,0.00016288641,0.00007240799,0.00003116876],"category_scores_gemma":[0.00020477654,0.00014899777,0.00009866696,0.0004595598,0.000051709387,0.0011807323,0.000063710766,0.00081284204,0.000048632926],"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":[0.0005524965,0.00018879278,0.35521492,0.00007740785,0.0001620929,0.00003169517,0.0016618709,0.000040209525,0.001288956,0.42924893,0.0043173586,0.2072153],"study_design_scores_gemma":[0.0033614219,0.00014212524,0.042386375,0.000121672936,0.0005164987,0.00011906082,0.0047539896,0.0047849864,0.00011935743,0.84202665,0.100767724,0.00090012973],"about_ca_topic_score_codex":0.00038569592,"about_ca_topic_score_gemma":0.00042893816,"teacher_disagreement_score":0.41277775,"about_ca_system_score_codex":0.00027755735,"about_ca_system_score_gemma":0.00045624658,"threshold_uncertainty_score":0.60759526},"labels":[],"label_agreement":null},{"id":"W2210561456","doi":"10.2139/ssrn.2325854","title":"(Lack of) Pension Knowledge","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Trinity College","funders":"","keywords":"Pension; Payment; Irish; Work (physics); Sample (material); Private pension; Actuarial science; Public economics; Business; Direct Payments; Pension system; Economics; Labour economics; Finance","score_opus":0.017576548132860328,"score_gpt":0.24881528701939207,"score_spread":0.23123873888653174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210561456","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":[0.9882963,0.0014890702,0.00022260222,0.00036362055,0.00028590247,0.0001712045,2.0384863e-7,0.00004072717,0.009130385],"genre_scores_gemma":[0.99489826,0.00033481998,0.000059219532,0.00025045045,0.0011347414,0.0000045765237,0.000009016292,0.000029447861,0.0032794815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759614,0.000020121648,0.00048141048,0.0002080311,0.0003107756,0.0013835463],"domain_scores_gemma":[0.99871886,0.000026106945,0.000429074,0.00021911378,0.0005899002,0.00001695451],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010508717,0.00018857035,0.00029329179,0.0003884067,0.00022121401,0.00015804844,0.00033692218,0.00007039453,0.0010168841],"category_scores_gemma":[0.00013833342,0.0001573215,0.00021509679,0.00063028774,0.000048565747,0.0012565424,0.00012391462,0.00070410315,0.001956276],"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":[0.000069237634,0.000349428,0.4025562,0.00010854228,0.00010793172,0.0000044173003,0.00010988525,0.00002976837,0.0057924134,0.54761374,0.011678603,0.031579845],"study_design_scores_gemma":[0.0022711302,0.00018346964,0.1956938,0.00025298927,0.0005074838,0.000072844494,0.0012334833,0.007167221,0.00039077306,0.7181405,0.07304262,0.0010437075],"about_ca_topic_score_codex":0.00067578023,"about_ca_topic_score_gemma":0.0008354703,"teacher_disagreement_score":0.2068624,"about_ca_system_score_codex":0.0001988892,"about_ca_system_score_gemma":0.00031046744,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W2223984526","doi":"","title":"Financial Capability of Educated Middle Class in India — A Study","year":2011,"lang":"en","type":"article","venue":"LBS Journal of Management & Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial inclusion; Middle class; Government (linguistics); Finance; Business; Population; Financial literacy; Vulnerability (computing); Financial analysis; Welfare; Economic growth; Financial services; Economics","score_opus":0.10019104153134965,"score_gpt":0.32209927144834427,"score_spread":0.2219082299169946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2223984526","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":[0.9799322,0.00011367315,0.0000056867416,0.00006927386,0.00028886157,0.00078508747,0.0000010455259,0.000011619413,0.018792542],"genre_scores_gemma":[0.9987704,0.000035069777,0.00026101575,0.00010257194,0.0003575033,0.00002251741,0.0000037542009,0.00002555169,0.0004216027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958433,0.00021533098,0.0012991969,0.00036887868,0.0016667438,0.0006065843],"domain_scores_gemma":[0.9974006,0.00008540333,0.0006855767,0.00052546733,0.0012728509,0.000030138566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075473487,0.00022233574,0.0005807534,0.002885236,0.0001522999,0.000119053584,0.0010295341,0.00008187505,0.00081501243],"category_scores_gemma":[0.0005364028,0.00019742135,0.00021392698,0.0033522286,0.00017931874,0.0010510852,0.000653421,0.00062839146,0.00010884337],"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":[0.00065586186,0.003212171,0.98140895,0.00041342396,0.00006649141,0.00031541692,0.0013269564,0.000010777515,0.000070842136,0.007617286,0.0021428717,0.0027589314],"study_design_scores_gemma":[0.0015506413,0.00021892047,0.9856583,0.00022875002,0.000117410025,0.0000013168259,0.0034961007,0.00011005669,0.00008041142,0.0056316885,0.0027208794,0.00018556388],"about_ca_topic_score_codex":0.0020677075,"about_ca_topic_score_gemma":0.00062958075,"teacher_disagreement_score":0.018838204,"about_ca_system_score_codex":0.00015618715,"about_ca_system_score_gemma":0.00010100045,"threshold_uncertainty_score":0.8923815},"labels":[],"label_agreement":null},{"id":"W2226257485","doi":"","title":"Macroeconomic Implications of Tax Cuts for the Top Income Groups: 1960 - 2010","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Economics; Consumption (sociology); Consumption tax; Welfare; State income tax; Income tax; Indirect tax; Value-added tax; Gross income; Monetary economics; Tax reform; Labour economics; Macroeconomics; Public economics; Market economy","score_opus":0.027219152935610173,"score_gpt":0.29871789394709086,"score_spread":0.2714987410114807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226257485","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":[0.978795,0.0001422879,0.00005162603,0.0018245799,0.0009376313,0.0023029305,0.00015793506,0.000048834354,0.01573917],"genre_scores_gemma":[0.993627,0.0008432305,0.00043548126,0.0003813883,0.0014959498,0.0007568561,0.00035701555,0.00009025574,0.002012822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970961,0.00005006636,0.0010892544,0.0008780054,0.0002014309,0.00068509625],"domain_scores_gemma":[0.99613374,0.0008788696,0.00080082973,0.0017400266,0.00041528096,0.000031239102],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027370765,0.00035152995,0.0007246536,0.0008755689,0.00036462265,0.00036181268,0.0015657934,0.00031712884,0.00027002417],"category_scores_gemma":[0.0007042013,0.00031881113,0.00043573836,0.0002700269,0.00033704742,0.00034351222,0.001882391,0.0007900311,0.000057736866],"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":[0.00021118743,0.00020618552,0.89703846,0.0011486926,0.00019282798,0.000001419407,0.00011633452,0.008896436,0.00014016448,0.02763899,0.003211864,0.061197445],"study_design_scores_gemma":[0.0009807723,0.000027291819,0.7136635,0.0002785013,0.00015467934,7.763561e-7,0.00014415014,0.05519982,0.00003805811,0.030173518,0.19860202,0.0007369112],"about_ca_topic_score_codex":0.0013349643,"about_ca_topic_score_gemma":0.0024223223,"teacher_disagreement_score":0.19539016,"about_ca_system_score_codex":0.0003631799,"about_ca_system_score_gemma":0.00019574359,"threshold_uncertainty_score":0.9999264},"labels":[],"label_agreement":null},{"id":"W2229628599","doi":"","title":"Does Regulation Matter? Riskiness in Pension Asset Allocation","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset allocation; Pension; Asset (computer security); Business; Alternative asset; Finance; Global assets under management; Off-balance-sheet; Investment (military); Institutional investor; Actuarial science; Economics; Portfolio","score_opus":0.029926893366970467,"score_gpt":0.29535945289064186,"score_spread":0.2654325595236714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229628599","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":[0.9745377,0.000035681096,0.0000029205682,0.0007317169,0.00075780886,0.0009060119,0.000011205585,0.000051615232,0.022965385],"genre_scores_gemma":[0.99514097,0.00040799566,0.00021113692,0.00021188565,0.0010043466,0.00016211857,0.0010453622,0.00007863358,0.0017375435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652326,0.00014048669,0.0010212616,0.0011129946,0.00054892583,0.0006530984],"domain_scores_gemma":[0.9975637,0.0001401711,0.0005626556,0.0010743238,0.0006239226,0.000035188095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037353688,0.0003868715,0.000650381,0.0019275622,0.00014578406,0.0005587652,0.0006674431,0.00045395293,0.00045421848],"category_scores_gemma":[0.000675766,0.0003369728,0.00015306879,0.00060997193,0.00012990633,0.0009215014,0.0015364006,0.0010003904,0.00026101177],"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":[0.00016533364,0.00017769651,0.963464,0.00047120597,0.000015660287,0.000020749085,0.0001213955,0.017120676,0.00014901352,0.0006539871,0.0012337817,0.016406452],"study_design_scores_gemma":[0.0007465978,0.000009158204,0.84336644,0.00063542585,0.000032324064,7.0512857e-7,0.0002286892,0.11706982,0.000034449487,0.015368768,0.021860298,0.0006473252],"about_ca_topic_score_codex":0.0027259532,"about_ca_topic_score_gemma":0.006899935,"teacher_disagreement_score":0.12009761,"about_ca_system_score_codex":0.0010259827,"about_ca_system_score_gemma":0.00022102972,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W222990166","doi":"","title":"Pension System in Argentina","year":2011,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Capital (architecture); Pension system; Economics; State (computer science); Reversing; Labour economics; Development economics; Economic policy; Finance; Geography","score_opus":0.0249959816409219,"score_gpt":0.2001624451019161,"score_spread":0.1751664634609942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W222990166","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":[0.9609186,0.029489186,0.0000028612658,0.000035730387,0.00012504327,0.00021798976,0.0000018378931,0.00000849719,0.009200259],"genre_scores_gemma":[0.8704292,0.12866324,0.00031778766,0.00042604218,0.00007684709,0.000009582437,0.0000094996685,0.000010136024,0.00005767921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99915814,0.0000048340376,0.00047358905,0.00020780346,0.000029338291,0.00012626727],"domain_scores_gemma":[0.999338,0.0000068885347,0.0003910613,0.00019904882,0.000061224164,0.0000038325184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004092205,0.00010667142,0.000391352,0.000106754815,0.000034001318,0.000015077166,0.00011105373,0.000029163395,0.000055498575],"category_scores_gemma":[0.000029652652,0.00010063194,0.00008006062,0.00018673374,0.000024821607,0.0003537406,0.00008637032,0.000040601295,0.00006910556],"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":[0.00002269488,0.00008101114,0.28049478,0.014277366,0.000006626807,0.000009530872,0.000032198204,0.000006619901,0.00001026327,0.69175017,0.00077174645,0.012537007],"study_design_scores_gemma":[0.00065853895,0.000023482382,0.51841944,0.021187361,0.0001680491,0.000004952346,0.000038679183,0.013436079,0.000060520288,0.0031355903,0.44225085,0.0006164711],"about_ca_topic_score_codex":0.0002868967,"about_ca_topic_score_gemma":0.00007966315,"teacher_disagreement_score":0.68861455,"about_ca_system_score_codex":0.000016112093,"about_ca_system_score_gemma":0.000009033562,"threshold_uncertainty_score":0.41036516},"labels":[],"label_agreement":null},{"id":"W2233394530","doi":"10.1353/eca.2014.0002","title":"The Wealthy Hand-to-Mouth","year":2014,"lang":"en","type":"article","venue":"Brookings Papers on Economic Activity","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":449,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.007477422266242296,"score_gpt":0.20637998047326553,"score_spread":0.19890255820702324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233394530","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":[0.9281374,0.000007506728,0.000020449295,0.001643048,0.0005601068,0.00024753006,0.0000022450788,0.000090709305,0.069290996],"genre_scores_gemma":[0.99205965,0.0000059119707,0.000022447566,0.004987787,0.0012118646,0.000028175864,0.000006400255,0.00003709977,0.0016406642],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985622,0.000026626974,0.0002794247,0.0005038915,0.00018046307,0.00044739014],"domain_scores_gemma":[0.9988709,0.00019803026,0.00033765155,0.0005153694,0.000044535227,0.000033476605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081658154,0.00025683857,0.00030633304,0.00018011808,0.00091778475,0.0006012723,0.00041341505,0.00007404814,0.0002478694],"category_scores_gemma":[0.00025127153,0.00020346015,0.00018288559,0.00017813899,0.00009210769,0.0005402041,0.00017752658,0.00017614881,0.0027557265],"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":[0.0014451438,0.00031047032,0.44523332,0.00014100123,0.00013680602,0.0000057225043,0.00038054318,0.0014855776,0.008483565,0.13109797,0.038254984,0.3730249],"study_design_scores_gemma":[0.00044788304,0.000026742413,0.32035133,0.000030233525,0.000050855215,3.7929613e-7,0.000030682622,0.0038279644,0.00031957624,0.00080969866,0.67375284,0.00035182096],"about_ca_topic_score_codex":0.0011598815,"about_ca_topic_score_gemma":0.0016417776,"teacher_disagreement_score":0.63549787,"about_ca_system_score_codex":0.00017997704,"about_ca_system_score_gemma":0.000026881697,"threshold_uncertainty_score":0.99802077},"labels":[],"label_agreement":null},{"id":"W2233653142","doi":"","title":"Wealth Inequality Among Older Americans","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bequest; Wealth distribution; Quarter (Canadian coin); Inheritance (genetic algorithm); Health and Retirement Study; Economics; Inequality; Distribution (mathematics); Demographic economics; Distribution of wealth; Percentile; Labour economics; Demography; Geography; Political science; Sociology","score_opus":0.036560359033122436,"score_gpt":0.3141241378531348,"score_spread":0.2775637788200124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233653142","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":[0.94259113,0.00005969907,0.0000082870665,0.00032261622,0.0005054726,0.0009517441,0.000022049708,0.00011348188,0.05542553],"genre_scores_gemma":[0.9945921,0.0011619807,0.00032757444,0.00067281193,0.0014434127,0.0002058984,0.00035133187,0.00011364256,0.0011312499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537414,0.00012430063,0.0012189564,0.0014561391,0.00063111586,0.0011953302],"domain_scores_gemma":[0.9970995,0.0001829997,0.00075250067,0.0015054923,0.00038841018,0.00007105929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029501652,0.0005345813,0.0009931579,0.0014478893,0.0003256975,0.00061681704,0.001141845,0.0004433636,0.0006922464],"category_scores_gemma":[0.00077640224,0.0005833068,0.0003932341,0.0007410577,0.0004915693,0.000631679,0.002447217,0.0019206762,0.00016788927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052615036,0.00025627963,0.96836185,0.0006871191,0.000047488837,0.00004809854,0.0001579167,0.006170804,0.000010624516,0.0019304852,0.00022206301,0.022054676],"study_design_scores_gemma":[0.0008607056,0.000020769692,0.95356864,0.0007400993,0.00005974424,7.325143e-7,0.00043223856,0.0143297305,0.0000121706535,0.008444037,0.020523394,0.0010077696],"about_ca_topic_score_codex":0.010092034,"about_ca_topic_score_gemma":0.005768304,"teacher_disagreement_score":0.05429428,"about_ca_system_score_codex":0.0013530977,"about_ca_system_score_gemma":0.0005426233,"threshold_uncertainty_score":0.99966186},"labels":[],"label_agreement":null},{"id":"W2234108342","doi":"10.1186/s12889-016-2705-x","title":"The intersection of health and wealth: association between personal bankruptcy and myocardial infarction rates in Canada","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Bankruptcy; Medicine; Myocardial infarction; Biostatistics; Cardiology; Demography; Internal medicine; Epidemiology; Finance; Economics","score_opus":0.04287209876438639,"score_gpt":0.2684226980727609,"score_spread":0.22555059930837454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234108342","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":[0.9878764,0.0005129235,0.000058505986,0.0107571175,0.0003345759,0.0002686217,0.000005688009,0.00001576931,0.00017037563],"genre_scores_gemma":[0.9978861,0.00008105774,0.000039856764,0.0014480159,0.00041453526,0.000009203223,0.000075601696,0.000009659326,0.000035977268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823326,0.00017597475,0.0005778837,0.00021028433,0.00042795407,0.00037461703],"domain_scores_gemma":[0.9987466,0.0001537754,0.00069739437,0.000093725575,0.00023936183,0.000069149355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004194724,0.00011230813,0.00030950073,0.00019283578,0.0002780173,0.00015730127,0.000070927155,0.000042164273,0.000005729069],"category_scores_gemma":[0.00088990276,0.00009473826,0.000027861935,0.0005899999,0.000026611637,0.00065889786,0.00007298701,0.00014261813,0.000002058622],"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":[0.000012525585,0.000008518819,0.9835941,0.00009616486,0.000008138039,6.915077e-8,0.0003908529,0.0000019523197,2.9597985e-7,0.0006541242,0.003545413,0.011687845],"study_design_scores_gemma":[0.0004470051,0.000028445196,0.97077924,0.000032242162,0.000006867839,2.9301512e-7,0.0020038944,0.0020910623,1.3857775e-7,0.0002957441,0.024238907,0.000076155],"about_ca_topic_score_codex":0.8890052,"about_ca_topic_score_gemma":0.8835139,"teacher_disagreement_score":0.020693494,"about_ca_system_score_codex":0.0017675776,"about_ca_system_score_gemma":0.0031783865,"threshold_uncertainty_score":0.5638321},"labels":[],"label_agreement":null},{"id":"W2234521243","doi":"","title":"CDAC Spotlight: Hands-On Commitment to Financial Education","year":2014,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","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":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Finance","score_opus":0.012390177974206523,"score_gpt":0.25767215041244157,"score_spread":0.24528197243823505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234521243","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":[0.95018595,0.00002071491,0.00009510602,0.015287936,0.00039907344,0.00031853578,0.000033114735,0.00006583783,0.03359375],"genre_scores_gemma":[0.974641,0.000010713695,0.00010648432,0.022872113,0.0018287639,0.000035231013,0.00013438407,0.000013134247,0.00035812627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985266,0.000026472726,0.00034926427,0.0003387678,0.0002741519,0.000484741],"domain_scores_gemma":[0.9991934,0.00004040437,0.00013034667,0.00031792893,0.00023874022,0.00007923502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705133,0.00021056618,0.00022962446,0.0007205251,0.00026473298,0.0004233631,0.00022264411,0.00008276501,0.000051471],"category_scores_gemma":[0.0010701363,0.00021994626,0.00006897693,0.0011166509,0.000076202276,0.000477408,0.00015916383,0.000085249216,0.00024451152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005771742,0.00011105707,0.24166721,0.000021111757,0.0000028154288,4.1155084e-7,0.00003471397,0.000015147153,0.0000010583178,0.73988366,0.0130528305,0.0052042184],"study_design_scores_gemma":[0.00051585375,0.000034403674,0.60383135,0.000043793232,0.000024849476,0.0000011295149,0.00006433189,0.0019003748,0.000005120754,0.026390556,0.36694306,0.00024516453],"about_ca_topic_score_codex":0.016981428,"about_ca_topic_score_gemma":0.0012553073,"teacher_disagreement_score":0.7134931,"about_ca_system_score_codex":0.0003165298,"about_ca_system_score_gemma":0.0002981082,"threshold_uncertainty_score":0.9895646},"labels":[],"label_agreement":null},{"id":"W2235766155","doi":"10.34989/swp-2015-15","title":"Household Stockholding Behavior During the Great Financial Crisis","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bank of Canada","funders":"","keywords":"Financial crisis; Panel data; Humanities; Panel survey; Political science; Economics; Panel analysis; Demographic economics; Keynesian economics; Philosophy; Econometrics","score_opus":0.019625209744353396,"score_gpt":0.22599073031463912,"score_spread":0.20636552057028573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235766155","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":[0.9875313,0.0014183993,0.000024687288,0.0003881039,0.006086453,0.0011884727,0.000111981855,0.00050752173,0.002743101],"genre_scores_gemma":[0.9898138,0.00011616529,0.00030286124,0.0016446166,0.0057139485,0.0004973834,0.000300678,0.00020791887,0.0014026145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434024,0.00009460967,0.0015792167,0.0019185018,0.0009126338,0.0011547755],"domain_scores_gemma":[0.99556744,0.00012883256,0.0015370357,0.002142618,0.00054458075,0.00007948095],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009553492,0.0012172655,0.0015106153,0.0010432426,0.001437496,0.0019639293,0.0015722164,0.00075725693,0.004376484],"category_scores_gemma":[0.00047288055,0.0011382782,0.0013864861,0.0009556944,0.00034973273,0.0015251781,0.0029953336,0.0017379732,0.0004946001],"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":[0.000036869747,0.00016147568,0.98263884,0.00042960694,0.000081255246,0.0002876004,0.00015083709,0.00023872992,0.00020882508,0.0006259551,0.014958746,0.00018125543],"study_design_scores_gemma":[0.0008394619,0.000010559119,0.9743239,0.00059633964,0.0014726131,0.000039150655,0.00033645926,0.00034488924,0.00023091052,0.00020892858,0.019867605,0.001729169],"about_ca_topic_score_codex":0.0024665117,"about_ca_topic_score_gemma":0.0021897466,"teacher_disagreement_score":0.008314929,"about_ca_system_score_codex":0.00060993264,"about_ca_system_score_gemma":0.00046349585,"threshold_uncertainty_score":0.9998625},"labels":[],"label_agreement":null},{"id":"W2237812071","doi":"10.3138/cpp.34.supplement.s155","title":"Pension Provision and Retirement Saving: Lessons from the United Kingdom","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Pension; Private pension; Business; Public economics; Population; Labour economics; Economics; Finance","score_opus":0.0703156369074891,"score_gpt":0.26718042403423575,"score_spread":0.19686478712674665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237812071","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":[0.95298684,0.000088095585,0.0000052886644,0.043586157,0.00015551399,0.000298034,0.00002378323,0.00008102609,0.0027752868],"genre_scores_gemma":[0.9802824,0.000034987803,0.00005181494,0.017167635,0.0016134572,0.0000150351025,0.0004057942,0.000037485188,0.00039137035],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815273,0.000035376896,0.00032827698,0.00044501512,0.00038235218,0.0006562293],"domain_scores_gemma":[0.99872774,0.00006770004,0.00019947361,0.0005624922,0.00029979498,0.00014282238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00032994716,0.00025555812,0.00023774238,0.0011597925,0.0013606364,0.0005154845,0.00043900902,0.00010968181,0.00037586334],"category_scores_gemma":[0.0009583877,0.00020242439,0.00008855634,0.0020222033,0.0001932311,0.0008507001,0.00022263396,0.0002037709,0.00019345644],"study_design_candidate":"observational","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":[0.000013357616,0.000036395486,0.70943534,0.000022912978,0.000025191657,0.000068633715,0.0002967524,0.000004399296,0.0002215556,0.18257666,0.102854714,0.0044440925],"study_design_scores_gemma":[0.0002644052,0.00000491283,0.44906268,0.000037642883,0.000033781846,0.0000028470602,0.000043989734,0.001397928,0.000004768761,0.0009946175,0.54793876,0.00021368555],"about_ca_topic_score_codex":0.84420556,"about_ca_topic_score_gemma":0.43570814,"teacher_disagreement_score":0.44508404,"about_ca_system_score_codex":0.0002780562,"about_ca_system_score_gemma":0.00073390506,"threshold_uncertainty_score":0.99993944},"labels":[],"label_agreement":null},{"id":"W2239085018","doi":"10.2139/ssrn.2712849","title":"Timing Is Money: Does Lump-Sum Payment of Tax Credits Induce High-Cost Borrowing?","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"The Scarborough Hospital","funders":"","keywords":"Lump sum; Monetary economics; Payment; Tax credit; Tax deduction; Economics; Business; Microeconomics; Finance; Tax reform; State income tax; Public economics; Gross income","score_opus":0.009988608274783583,"score_gpt":0.22250706152381436,"score_spread":0.21251845324903076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239085018","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":[0.9940334,0.00045399813,0.00090190495,0.0030135289,0.00069905183,0.00022209095,0.000009060541,0.000052851705,0.00061410054],"genre_scores_gemma":[0.9935832,0.0006168605,0.000089326175,0.00072687195,0.0021992056,0.000010164369,0.000011479698,0.00005120223,0.002711711],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996213,0.000030600153,0.00072616193,0.00039209003,0.0007461229,0.0018919789],"domain_scores_gemma":[0.99832296,0.00004962162,0.0008217243,0.00035047566,0.00042142964,0.000033788092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015892411,0.00031821243,0.0004433759,0.0004936544,0.0003363772,0.00017068112,0.0005299873,0.000117850206,0.0005551237],"category_scores_gemma":[0.00021910065,0.00019902378,0.00027364073,0.00060244114,0.00006960059,0.0015874197,0.00019131128,0.00064879976,0.00017932746],"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":[0.0004748832,0.00061975437,0.7000514,0.0001932661,0.0006555984,0.00004561537,0.0004156378,0.000027668937,0.05308784,0.14811493,0.016630594,0.07968281],"study_design_scores_gemma":[0.012131868,0.00058092386,0.18928911,0.0025668105,0.002940465,0.00010728045,0.0030134483,0.0015076984,0.03489001,0.4611496,0.28763124,0.0041915677],"about_ca_topic_score_codex":0.00083328685,"about_ca_topic_score_gemma":0.00091182865,"teacher_disagreement_score":0.5107623,"about_ca_system_score_codex":0.0005110725,"about_ca_system_score_gemma":0.0003948924,"threshold_uncertainty_score":0.81159544},"labels":[],"label_agreement":null},{"id":"W2239413023","doi":"","title":"Liability without control: The curious case of pension income splitting","year":2007,"lang":"en","type":"article","venue":"Carleton Economic Papers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Annuity; Liability; Revenue; Labour economics; Control (management); Economics; Actuarial science; Pension fund; Business; Demographic economics; Life annuity; Finance","score_opus":0.007484207285713347,"score_gpt":0.2266796511296249,"score_spread":0.21919544384391157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239413023","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":[0.97546077,0.00009757037,0.000016626276,0.00017173459,0.00045074878,0.0003434399,0.0000048613438,0.000059857026,0.023394398],"genre_scores_gemma":[0.99778605,0.0000063469365,0.00005731161,0.0011822685,0.0006816769,0.0000062257172,0.000011224072,0.000028543987,0.00024033376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983458,0.000024193725,0.00072110636,0.00040841923,0.0001257065,0.00037476502],"domain_scores_gemma":[0.9984971,0.00021322048,0.00057231996,0.0005700973,0.00012290587,0.000024299787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019573083,0.00023157726,0.0004381162,0.00018275945,0.00027227728,0.00010008162,0.0002679186,0.00008741657,0.0005425929],"category_scores_gemma":[0.00026115865,0.00018339849,0.00025315676,0.00020383127,0.00018270074,0.00049151614,0.00014122554,0.00015954438,0.00024584442],"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":[0.00010596656,0.000027578772,0.9903653,0.00007742925,0.000029871679,0.00008129675,0.00012161751,0.00024628066,0.0015467306,0.004385737,0.0002965618,0.0027156328],"study_design_scores_gemma":[0.0044416836,0.000058407186,0.81264174,0.0001983079,0.0009632223,0.00014412124,0.0018306575,0.030000722,0.00068345474,0.0013258578,0.14634208,0.0013697664],"about_ca_topic_score_codex":0.0039763334,"about_ca_topic_score_gemma":0.002039405,"teacher_disagreement_score":0.17772359,"about_ca_system_score_codex":0.00015076721,"about_ca_system_score_gemma":0.000038690283,"threshold_uncertainty_score":0.74787736},"labels":[],"label_agreement":null},{"id":"W2244562949","doi":"","title":"Health Insurance, Annuities, and Public Policy","year":2013,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Bequest; Shock (circulatory); Actuarial science; Welfare; Health insurance; Self-insurance; Public economics; Medical expenses; Economics; Business; Group insurance; Health care; Casualty insurance; Precautionary savings; Insurance policy; Finance; Economic growth; Medicine","score_opus":0.01781820835967616,"score_gpt":0.24072652768381622,"score_spread":0.22290831932414007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244562949","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":[0.96767807,0.0039762505,0.000014680171,0.0035140826,0.0024119013,0.001036037,0.00016705658,0.0004252712,0.020776624],"genre_scores_gemma":[0.9828099,0.0007312136,0.0004944503,0.007131016,0.0052696136,0.000188316,0.0005635855,0.0001373983,0.002674523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531215,0.00008218327,0.0014240498,0.0014204406,0.000561405,0.0011997434],"domain_scores_gemma":[0.9961651,0.000105735606,0.00176947,0.0012245935,0.00058105163,0.00015404407],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008518051,0.00094440515,0.001597545,0.0022421172,0.0007000442,0.0016525969,0.00085098733,0.000504299,0.0022374357],"category_scores_gemma":[0.0005009947,0.0010009594,0.0004347516,0.0008369198,0.00058945356,0.0021377634,0.0018038455,0.0009592855,0.0014937447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010237367,0.00009829643,0.92101437,0.0007393285,0.00006908567,0.0000084646845,0.00009634229,0.000006527742,0.0000037014659,0.023405476,0.05132983,0.003218317],"study_design_scores_gemma":[0.00063858787,0.000017720777,0.81257725,0.0004164819,0.00006510952,0.000012087046,0.000100722275,0.00068962015,0.0000014889455,0.005553962,0.17882389,0.0011030814],"about_ca_topic_score_codex":0.020522535,"about_ca_topic_score_gemma":0.0033446704,"teacher_disagreement_score":0.12749405,"about_ca_system_score_codex":0.0005477394,"about_ca_system_score_gemma":0.0012709195,"threshold_uncertainty_score":0.9993838},"labels":[],"label_agreement":null},{"id":"W2245621756","doi":"10.1002/hec.3579","title":"Mental health and retirement savings: Confounding issues with compounding interest","year":2017,"lang":"en","type":"article","venue":"Health Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Manitoba; Ohio State University","keywords":"Pension; Financial distress; Affect (linguistics); Mental health; Depression (economics); Government (linguistics); Productivity; Retirement age; Demographic economics; Economics; Business; Labour economics; Actuarial science; Finance; Medicine; Psychology; Economic growth; Psychiatry","score_opus":0.057174744505355646,"score_gpt":0.31222644972342767,"score_spread":0.255051705218072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245621756","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":[0.9816748,0.00058135646,0.000013360733,0.014804054,0.0006133325,0.0005272861,0.000007912878,0.00007281192,0.0017050814],"genre_scores_gemma":[0.9883649,0.0009308807,0.00085214357,0.008573425,0.0008023494,0.00001330647,0.00011342512,0.000046184683,0.00030342818],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824613,0.000016263602,0.0006053639,0.0004867652,0.00011344119,0.00053201296],"domain_scores_gemma":[0.9980317,0.000020573421,0.001287632,0.0005136225,0.00006463336,0.00008187414],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008389973,0.00026288908,0.0005425422,0.00022146369,0.0021147467,0.0012453794,0.00032355546,0.00004309112,0.000091689944],"category_scores_gemma":[0.000058035195,0.00025602174,0.00005540952,0.00006257797,0.00015346178,0.001450621,0.00032414743,0.00014876133,0.00008105763],"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":[0.00011649063,0.0000559921,0.9368144,0.0006146811,0.000027136308,0.000002910351,0.00067696,0.0000048158486,0.000007036296,0.049122527,0.0071995696,0.0053574312],"study_design_scores_gemma":[0.0024995403,0.00025141294,0.22034137,0.0014720529,0.000042982105,0.000010838898,0.002000425,0.01106766,0.000013584823,0.0014312976,0.75994796,0.0009208989],"about_ca_topic_score_codex":0.0056149946,"about_ca_topic_score_gemma":0.006595028,"teacher_disagreement_score":0.75274837,"about_ca_system_score_codex":0.00035927218,"about_ca_system_score_gemma":0.00012672479,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W2246538857","doi":"","title":"Feds Allow Access to Locked-In Retirement Plans","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pension; Jurisdiction; Legislation; Business; Finance; Plan (archaeology); Government (linguistics); Labour economics; Economics; Political science; Law","score_opus":0.02039910729099443,"score_gpt":0.24664842838384812,"score_spread":0.2262493210928537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246538857","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":[0.9932851,0.00030798063,0.0004565618,0.0016406977,0.00031349857,0.00027699998,0.000001050455,0.00006528814,0.0036527866],"genre_scores_gemma":[0.99391013,0.0005582889,0.000062295556,0.0023545416,0.0013364113,0.000015243209,0.00001887285,0.000043890162,0.0017003103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995955,0.000026360862,0.00060660054,0.00039631667,0.0006838358,0.0023319074],"domain_scores_gemma":[0.9991528,0.00002096778,0.00028608603,0.0002892923,0.00021226575,0.00003861827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013836409,0.00029106002,0.00036482274,0.00081938226,0.00045612114,0.0003128923,0.0007927671,0.00008332124,0.0003194566],"category_scores_gemma":[0.00013479269,0.00027135704,0.00019155984,0.0013005096,0.00003638274,0.0014666048,0.0002351522,0.0010161279,0.00051682716],"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":[0.000164019,0.00015580954,0.9665546,0.000019583993,0.000040622053,0.00008833008,0.00009258873,0.00031281344,0.00024501924,0.024871353,0.0055283583,0.0019269497],"study_design_scores_gemma":[0.0033047511,0.0002398247,0.78836465,0.0002967025,0.00024857357,0.00020061873,0.00064744847,0.002689618,0.00020180034,0.058714315,0.1434439,0.0016478166],"about_ca_topic_score_codex":0.0011583258,"about_ca_topic_score_gemma":0.013626881,"teacher_disagreement_score":0.17818993,"about_ca_system_score_codex":0.0008009194,"about_ca_system_score_gemma":0.00049500796,"threshold_uncertainty_score":0.99997383},"labels":[],"label_agreement":null},{"id":"W2249826377","doi":"10.1515/apjri-2013-0012","title":"Welfare Effects of Developing the Reverse Mortgage Market in China: An Individual and Social Perspective","year":2013,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Risk and Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Consumption (sociology); China; Social security; Social Welfare; Economics; Asset (computer security); Population; Labour economics; Market economy; Medicine; Political science","score_opus":0.0055423520608545475,"score_gpt":0.20735877994501442,"score_spread":0.20181642788415988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249826377","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":[0.9971363,0.00082312693,0.000014080358,0.0008183407,0.0001341619,0.00018164204,0.000004733759,0.0000060641187,0.00088153],"genre_scores_gemma":[0.99894017,0.0004323399,0.0002476639,0.000075755706,0.0002655241,0.0000035338173,0.0000028480613,0.000012668652,0.000019471556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882734,0.00008524835,0.00043077164,0.00017161272,0.00029618203,0.00018882123],"domain_scores_gemma":[0.99878585,0.000074306205,0.0007068873,0.00010426014,0.00031488264,0.000013807399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054943,0.00016185065,0.00035310184,0.0002829032,0.0003000101,0.0001605959,0.00018673201,0.000061547,0.000043644355],"category_scores_gemma":[0.00026115993,0.000113679795,0.00007832501,0.0004455574,0.00013994779,0.0015359691,0.000079443686,0.0002942031,0.0000021655383],"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":[0.00007169157,0.00005297782,0.98344773,0.00011692557,0.000032420692,0.00001919219,0.0034796258,0.0000023618686,0.000073687195,0.0031558413,0.0007479897,0.00879958],"study_design_scores_gemma":[0.0006694698,0.000027376898,0.9884086,0.00013112374,0.00007753541,0.000009699384,0.0065622474,0.000112360154,0.00002283602,0.0024424947,0.0013981386,0.00013811597],"about_ca_topic_score_codex":0.0010886235,"about_ca_topic_score_gemma":0.0001271525,"teacher_disagreement_score":0.008661465,"about_ca_system_score_codex":0.000027375456,"about_ca_system_score_gemma":0.000019350233,"threshold_uncertainty_score":0.46357274},"labels":[],"label_agreement":null},{"id":"W2250072784","doi":"","title":"The evolution of wealth inequality over half a century: the role of skills, taxes and institutions","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Economics; Consumption (sociology); Social security; Inequality; Incentive; Welfare; Labour economics; Economic inequality; Population; Technological change; National wealth; Demographic economics; Market economy; Macroeconomics; Finance","score_opus":0.02521086391218977,"score_gpt":0.3004251574106629,"score_spread":0.2752142934984731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250072784","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":[0.9792524,0.0013408804,0.0000014260379,0.00030604345,0.00023368881,0.0006643148,0.000055672965,0.000013126036,0.018132426],"genre_scores_gemma":[0.9952664,0.0040682154,0.00004061601,0.000036355796,0.00029728786,0.0000561173,0.000060837447,0.000018858782,0.00015535904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785084,0.00014713066,0.0007774861,0.00043360554,0.00039959294,0.00039132303],"domain_scores_gemma":[0.99762756,0.0002958912,0.00068350683,0.00086557213,0.0005025646,0.000024905887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041494654,0.00020275716,0.0004316369,0.00040765025,0.0003527297,0.0001711427,0.0006288524,0.0001807984,0.000023684412],"category_scores_gemma":[0.0014090862,0.00014316684,0.00014421738,0.00037456956,0.00066786085,0.00029781478,0.0016393168,0.00064404635,0.0000038421817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001522306,0.00026531518,0.824323,0.000436001,0.00008100508,0.0000013847945,0.000434915,0.002250313,0.00008497978,0.14004442,0.00023204666,0.031694394],"study_design_scores_gemma":[0.0009264536,0.000040480496,0.61000323,0.0006328925,0.00012825271,9.803886e-7,0.0043160077,0.037686538,0.00003549138,0.068885446,0.276811,0.0005332022],"about_ca_topic_score_codex":0.012185223,"about_ca_topic_score_gemma":0.009879158,"teacher_disagreement_score":0.27657896,"about_ca_system_score_codex":0.00051449845,"about_ca_system_score_gemma":0.0006058511,"threshold_uncertainty_score":0.9943927},"labels":[],"label_agreement":null},{"id":"W2253359059","doi":"","title":"A Practical Approach to Retirement Planning","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Prince Edward Island","funders":"","keywords":"Liberian dollar; Retirement planning; Plan (archaeology); Point (geometry); Financial plan; Key (lock); Actuarial science; Economics; Retirement age; Business; Finance; Computer science; Pension; Geography","score_opus":0.025158754924764815,"score_gpt":0.2748575242617827,"score_spread":0.2496987693370179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253359059","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":[0.89997727,0.0005461854,0.05974747,0.0046266327,0.00052307424,0.0006072476,7.6512237e-7,0.0002081922,0.033763196],"genre_scores_gemma":[0.9922355,0.0000481407,0.0031380919,0.0019983752,0.0019595714,0.000014744837,0.000015110742,0.000044040753,0.0005464165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99629986,0.00001801457,0.00045927774,0.0003768276,0.000680599,0.002165432],"domain_scores_gemma":[0.99917793,0.000015948306,0.00029246474,0.00024571255,0.00022591311,0.000042052143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866155,0.00025507685,0.00028217697,0.00044417963,0.0004526541,0.00039718166,0.0003305248,0.000077970864,0.000061010334],"category_scores_gemma":[0.00029541925,0.00022742283,0.00018169313,0.0008475576,0.00002992907,0.0010914197,0.00014946645,0.0012227738,0.0004934828],"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":[0.00018827619,0.00039638486,0.034682043,0.00003302715,0.000086611835,0.000032734366,0.00018266689,0.0020049955,0.00031631676,0.9583586,0.0019833182,0.0017350197],"study_design_scores_gemma":[0.0060402337,0.00054608635,0.035749614,0.00050577254,0.0011251895,0.00065198727,0.006554309,0.0036145337,0.00019362573,0.7196164,0.2227488,0.0026534544],"about_ca_topic_score_codex":0.00031998972,"about_ca_topic_score_gemma":0.00019932303,"teacher_disagreement_score":0.23874222,"about_ca_system_score_codex":0.00091395224,"about_ca_system_score_gemma":0.00067426485,"threshold_uncertainty_score":0.9274034},"labels":[],"label_agreement":null},{"id":"W2256065771","doi":"","title":"What happens to household portfolios after retirement","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Net worth; Pension; Home equity; Spouse; Business; Asset (computer security); Stock (firearms); Real estate; Equity (law); Consumption (sociology); Boom; Financial asset; Finance; Economics; Labour economics; Debt","score_opus":0.0075091993407008055,"score_gpt":0.20325409246204162,"score_spread":0.19574489312134083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256065771","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":[0.9921522,0.0016827766,0.00035645367,0.0017861187,0.00079381285,0.00031998404,0.0000013775634,0.00011511077,0.0027921582],"genre_scores_gemma":[0.98730737,0.00045899831,0.00007694421,0.00279449,0.0034176689,0.000024435163,0.000024834291,0.00007094944,0.0058243135],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555457,0.000019160952,0.0006662038,0.00043926144,0.0007582592,0.0025625636],"domain_scores_gemma":[0.9989629,0.00001193143,0.0003633279,0.00037033504,0.0002560813,0.00003543319],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014360314,0.00034537472,0.00034644903,0.00063680334,0.00034955746,0.0010958211,0.00042840542,0.000091235364,0.00046577497],"category_scores_gemma":[0.00004428496,0.00031530362,0.000293168,0.00090722914,0.000034283046,0.0024233654,0.00017781985,0.00083004625,0.00075961824],"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":[0.0004755668,0.00044948157,0.6822431,0.00006049216,0.00012631675,0.00016856342,0.00007325895,0.00053709577,0.0012142321,0.28272024,0.024649767,0.0072818864],"study_design_scores_gemma":[0.0022336082,0.00021292322,0.28604043,0.0004912641,0.0007527586,0.000115272574,0.0012951362,0.00056423235,0.00023429227,0.24156888,0.46452597,0.0019652126],"about_ca_topic_score_codex":0.00092772214,"about_ca_topic_score_gemma":0.0063202335,"teacher_disagreement_score":0.43987623,"about_ca_system_score_codex":0.0006344564,"about_ca_system_score_gemma":0.00027247076,"threshold_uncertainty_score":0.9999411},"labels":[],"label_agreement":null},{"id":"W2256782488","doi":"10.21799/frbp.wp.2015.40","title":"Who Is Screened Out of Social Insurance Programs by Entry Barriers? Evidence from Consumer Bankruptcies","year":2015,"lang":"en","type":"report","venue":"Working paper","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Social insurance; Marketing; Actuarial science; Advertising; Political science; Law","score_opus":0.05934333695410016,"score_gpt":0.2831594407542968,"score_spread":0.22381610380019662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256782488","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":[0.6904299,0.070567444,0.000040298266,0.0018103251,0.010126466,0.003060736,0.0006277681,0.0009138519,0.22242317],"genre_scores_gemma":[0.9769418,0.0013553484,0.00017719287,0.0014091855,0.004780703,0.00007628531,0.0009678339,0.00017211532,0.014119504],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941733,0.000055980876,0.0011909024,0.000988823,0.0029554479,0.00063555373],"domain_scores_gemma":[0.9951867,0.0001109095,0.0018556354,0.0007132224,0.002083437,0.00005010152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014504091,0.0007067891,0.0013897684,0.00029446106,0.00036796875,0.0005510423,0.0007775562,0.00060791575,0.0021187463],"category_scores_gemma":[0.0012313146,0.0006782909,0.0005550401,0.0008504879,0.00033839844,0.0010160798,0.0004944615,0.0005428498,0.00026503438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007759352,0.00004352851,0.64046955,0.00029375992,0.00015693344,0.000011592738,0.00048066597,5.679006e-7,0.00015341937,0.00003183956,0.34871107,0.009569465],"study_design_scores_gemma":[0.00036951905,0.0000094582765,0.047508176,0.0033252547,0.0006948346,3.3001487e-7,0.00014378857,0.000032394357,0.000033231547,0.00014992716,0.9469789,0.00075417635],"about_ca_topic_score_codex":0.0054211114,"about_ca_topic_score_gemma":0.001085263,"teacher_disagreement_score":0.59826785,"about_ca_system_score_codex":0.00025192022,"about_ca_system_score_gemma":0.0005199726,"threshold_uncertainty_score":0.99956685},"labels":[],"label_agreement":null},{"id":"W2257089747","doi":"","title":"How Do Contribution Limits Affect Contributions to Tax-Preferred Savings Accounts?","year":2000,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Economics; Limit (mathematics); Affect (linguistics); Econometrics; Public economics; Microeconomics; Psychology; Mathematics","score_opus":0.024438962657772734,"score_gpt":0.3019280579037438,"score_spread":0.27748909524597104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257089747","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":[0.9727699,0.0002364852,0.000014288916,0.0027069529,0.0010275259,0.0026964375,0.00045032357,0.00018691923,0.019911127],"genre_scores_gemma":[0.99060124,0.0014416258,0.00010257231,0.0006845573,0.0020899232,0.00041730882,0.0012825315,0.00011110367,0.0032691578],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99476403,0.0001668254,0.0009846963,0.0017140937,0.000770323,0.0016000126],"domain_scores_gemma":[0.9961218,0.00040165853,0.00055701315,0.0015397258,0.0012601699,0.00011962421],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030373759,0.00070678757,0.0011951157,0.002101498,0.0006071851,0.0027477494,0.001335521,0.0007587262,0.0005136769],"category_scores_gemma":[0.0039775153,0.00077966624,0.0005168177,0.0010199681,0.0002228228,0.0011914346,0.001695277,0.0017610317,0.00037542434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00340602,0.002014474,0.60303,0.0018139507,0.0008060219,0.00037757552,0.00059360394,0.020173574,0.0036592716,0.026772425,0.03160052,0.30575255],"study_design_scores_gemma":[0.0030214188,0.000098324505,0.1909973,0.0016367424,0.00027494464,0.000005159219,0.0003112892,0.01589983,0.00032285947,0.0088954605,0.7760948,0.0024418656],"about_ca_topic_score_codex":0.00081127486,"about_ca_topic_score_gemma":0.0018164141,"teacher_disagreement_score":0.74449426,"about_ca_system_score_codex":0.001857531,"about_ca_system_score_gemma":0.00035249727,"threshold_uncertainty_score":0.9994654},"labels":[],"label_agreement":null},{"id":"W2260535765","doi":"","title":"Savings and Family Functioning During the 2008 Recession: An Exploratory Study with Lower Income Singaporeans","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Recession; Group cohesiveness; Demographic economics; Sample (material); Exploratory research; Family income; Economics; Psychology; Business; Economic growth; Social psychology; Sociology","score_opus":0.008654964085492984,"score_gpt":0.21137552161578924,"score_spread":0.20272055753029625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260535765","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":[0.99757,0.0013516233,0.00009760712,0.00009732597,0.00028938134,0.00019472609,1.9637993e-7,0.000059609967,0.00033953384],"genre_scores_gemma":[0.9971343,0.0001600554,0.00002029391,0.00021736864,0.0019993938,0.000011145134,0.000003510923,0.000045040146,0.00040886796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736875,0.00006426889,0.00034506305,0.00026273148,0.0004943606,0.0014648151],"domain_scores_gemma":[0.9990905,0.000021868389,0.00037674725,0.0002678362,0.00020583952,0.000037198562],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025071814,0.0002524422,0.00023672967,0.00027081498,0.0014188181,0.00042707994,0.00025016154,0.00004911194,0.00007194333],"category_scores_gemma":[0.000050943945,0.00016105664,0.000064086795,0.00065010425,0.00006787997,0.0036590146,0.00013422992,0.0010346221,0.00003225273],"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":[0.00019442222,0.00016647347,0.99626195,0.00001099017,0.0000539541,0.0000069817106,0.00049779494,0.000021304886,0.00024122487,0.0015718668,0.00003813069,0.0009348989],"study_design_scores_gemma":[0.0012946096,0.00027696727,0.9746539,0.00010854082,0.00035416376,0.00009092489,0.017642682,0.0001961054,0.000008871501,0.0020379925,0.0028704116,0.0004648188],"about_ca_topic_score_codex":0.00020552827,"about_ca_topic_score_gemma":0.0022896482,"teacher_disagreement_score":0.021608045,"about_ca_system_score_codex":0.0002555657,"about_ca_system_score_gemma":0.00015941107,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W2260957605","doi":"10.1111/j.0008-4085.2005.00316.x","title":"Life-Cycle Asset Accumulation and Allocation in Canada","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging; Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Asset allocation; Portfolio; Asset (computer security); Pension; Economics; Portfolio allocation; Actuarial science; Business; Demographic economics; Monetary economics; Financial economics; Finance","score_opus":0.0801205896404412,"score_gpt":0.18245018921241488,"score_spread":0.10232959957197367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260957605","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":[0.99613374,0.00011189995,0.000009575966,0.0026553352,0.00058481056,0.0001574399,0.00001580532,0.000003316161,0.00032805628],"genre_scores_gemma":[0.9962618,0.000026041496,0.00011927019,0.0028718219,0.0006297245,0.000004814404,0.00003653207,0.000029007406,0.000020990889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850726,0.000011562862,0.0007597502,0.00025462345,0.0000050161043,0.00046178192],"domain_scores_gemma":[0.9985961,0.000040283823,0.0006150544,0.00019789815,0.00019860255,0.00035207177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004515895,0.00020144456,0.00040891327,0.0008692301,0.00012981184,0.0002018019,0.00026473604,0.000083894105,0.0001708918],"category_scores_gemma":[0.00042830317,0.00025143934,0.00007383844,0.00026112195,0.000043724798,0.0013873134,0.000021978365,0.00019718535,0.0000129440905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003602878,0.00000843044,0.6828367,0.000052796724,0.000026644406,0.00010829848,0.00018057493,0.114299655,0.000008427699,0.20084953,0.00043741424,0.0011555059],"study_design_scores_gemma":[0.0026572698,0.000060996965,0.6830421,0.00028868878,0.00013955099,0.00007982212,0.0008159154,0.042635493,0.000029595925,0.24617243,0.023056589,0.0010215221],"about_ca_topic_score_codex":0.99735427,"about_ca_topic_score_gemma":0.9999919,"teacher_disagreement_score":0.07166416,"about_ca_system_score_codex":0.0033471345,"about_ca_system_score_gemma":0.00595856,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W2261480334","doi":"10.2139/ssrn.496025","title":"Exchanging Variable Annuities: An Optional Test for Suitability","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Variable (mathematics); Test (biology); Econometrics; Computer science; Actuarial science; Statistics; Reliability engineering; Mathematics; Economics; Engineering; Geology","score_opus":0.01014275902786442,"score_gpt":0.2304469897015426,"score_spread":0.22030423067367816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261480334","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":[0.97340906,0.0005526041,0.022961067,0.0006793915,0.00043046623,0.00041759224,0.00001223417,0.00013421001,0.0014033833],"genre_scores_gemma":[0.9938294,0.000056385412,0.0014635741,0.0005767656,0.0031033407,0.000025011745,0.00009284426,0.00004200548,0.0008106462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968956,0.0000113513615,0.000422025,0.00033275937,0.0003826654,0.001955571],"domain_scores_gemma":[0.9988933,0.00006703032,0.00028595477,0.00022463256,0.00050293416,0.000026100686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027313703,0.000223563,0.00025630306,0.00032408495,0.00071856374,0.00038517645,0.00035333468,0.000079318495,0.00025158],"category_scores_gemma":[0.00046331968,0.0002128857,0.00019027267,0.000548041,0.000047103003,0.0022840651,0.00006932754,0.000576401,0.00006126166],"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":[0.00009046028,0.00035779978,0.090478085,0.00006918322,0.000043995653,0.0000024659307,0.00009263982,0.002053288,0.00055289385,0.90467,0.00016261564,0.0014265693],"study_design_scores_gemma":[0.0017118106,0.00016677681,0.011207447,0.000067972986,0.0001903861,0.00003015944,0.0010645635,0.003258363,0.000031993724,0.9665241,0.015267597,0.00047881634],"about_ca_topic_score_codex":0.00051026855,"about_ca_topic_score_gemma":0.0013364804,"teacher_disagreement_score":0.07927064,"about_ca_system_score_codex":0.0008507441,"about_ca_system_score_gemma":0.0008799339,"threshold_uncertainty_score":0.8681227},"labels":[],"label_agreement":null},{"id":"W2262865456","doi":"10.1017/s1474747215000207","title":"Heterogeneity in consumers’ income and pension expectations","year":2015,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Pessimism; Pension; Financial crisis; Socioeconomic status; Economics; Sample (material); Population; Panel data; Demographic economics; Finance; Macroeconomics; Econometrics; Sociology","score_opus":0.025377030371259778,"score_gpt":0.23612747201013387,"score_spread":0.2107504416388741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262865456","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":[0.99814767,0.00096738094,0.000010409022,0.00035334734,0.00022353168,0.00007245835,0.0000016224905,0.0000038283247,0.00021976228],"genre_scores_gemma":[0.99760914,0.0010672277,0.00092803146,0.00022077619,0.00013159498,0.0000014176894,0.000003163179,0.000010373006,0.00002824775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990875,0.000010991014,0.00051480654,0.00016748399,0.00007472956,0.00014447866],"domain_scores_gemma":[0.9990918,0.00004177874,0.00049691944,0.0001230189,0.00022288073,0.00002361739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004222622,0.000122024205,0.00032737467,0.00038039684,0.00010362129,0.000115524366,0.00009086588,0.000052088606,0.0000075081543],"category_scores_gemma":[0.00016218978,0.00011444197,0.0000589264,0.00019010635,0.000072425195,0.0009137126,0.00012300127,0.00012369278,0.000015894164],"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":[0.00007887572,0.000060607545,0.98202485,0.000014732123,0.00000814906,0.000036930975,0.0001761601,0.00042895033,0.00008157402,0.015430533,0.0003478155,0.0013108024],"study_design_scores_gemma":[0.0018373702,0.000051691273,0.9491481,0.00013144042,0.00007522842,0.00006628898,0.00046810138,0.020330125,0.000036682217,0.009014563,0.01853385,0.00030653007],"about_ca_topic_score_codex":0.00018958516,"about_ca_topic_score_gemma":0.00080911745,"teacher_disagreement_score":0.03287674,"about_ca_system_score_codex":0.000038217353,"about_ca_system_score_gemma":0.00004712634,"threshold_uncertainty_score":0.46668082},"labels":[],"label_agreement":null},{"id":"W2264767563","doi":"10.2139/ssrn.2629225","title":"The Role of Automated Funds Transfer Payments in Canada's Declining Use of Cheques","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cheque; Payment; Business; Transfer payment; Transfer (computing); Finance; Economics; Market economy; Computer science; Computer security; Operating system","score_opus":0.01662595919848016,"score_gpt":0.22194052578699525,"score_spread":0.2053145665885151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264767563","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":[0.99814385,0.0012329083,0.000023946472,0.00011388301,0.000105833395,0.00008471871,0.0000012950538,0.000017569728,0.00027596412],"genre_scores_gemma":[0.9993788,0.00027816437,0.000019438721,0.000082763676,0.0001235481,0.0000022699248,0.00000777995,0.00001708947,0.00009016985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977572,0.00003724131,0.00062700803,0.00012658317,0.00049363077,0.00095836417],"domain_scores_gemma":[0.99914426,0.000060727893,0.00028559187,0.00015180396,0.0003404102,0.000017195383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016144844,0.00013556302,0.00026640968,0.00019302206,0.00010219116,0.000078078876,0.00028191213,0.000038381633,0.000015595198],"category_scores_gemma":[0.00021305402,0.00009978471,0.00008862235,0.0005582442,0.000033845234,0.00061002723,0.0000439696,0.00044111992,0.0000031285022],"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":[0.00012531503,0.000040508585,0.977286,0.000010392701,0.000055600452,0.0000028280203,0.00007972742,0.00032089726,0.0003683241,0.016385771,0.00015363235,0.005171019],"study_design_scores_gemma":[0.00595038,0.0003022162,0.6091332,0.0005970244,0.00078055525,0.00003486668,0.014053814,0.15373728,0.0025673236,0.15354648,0.058015138,0.0012817318],"about_ca_topic_score_codex":0.53362167,"about_ca_topic_score_gemma":0.90912896,"teacher_disagreement_score":0.37550735,"about_ca_system_score_codex":0.00065974676,"about_ca_system_score_gemma":0.0025982726,"threshold_uncertainty_score":0.469484},"labels":[],"label_agreement":null},{"id":"W2266997664","doi":"","title":"The Retirement Income System and the Risks Faced by Canadian Seniors","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longevity risk; Poverty; Financial risk; Business; Actuarial science; Demographic economics; Economics; Finance; Economic growth; Pension","score_opus":0.02160841790528733,"score_gpt":0.2661927239721577,"score_spread":0.24458430606687037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266997664","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":[0.94151384,0.0005538634,3.7177537e-7,0.0024826939,0.0006469925,0.0022843909,0.00003509503,0.000054528937,0.052428223],"genre_scores_gemma":[0.99357307,0.0025473186,0.000024227355,0.00031333265,0.00053923024,0.0005029428,0.00010597099,0.00007020095,0.0023237],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639684,0.00024209748,0.00091442873,0.0008866407,0.00050200487,0.0010579603],"domain_scores_gemma":[0.99725163,0.0005099577,0.00048354676,0.0013372799,0.00032964407,0.00008792147],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005044943,0.00043037202,0.00064828456,0.0006012125,0.0012669133,0.0018496774,0.0012662765,0.00033171955,0.000101496786],"category_scores_gemma":[0.0006355615,0.00029114043,0.0002122499,0.0003266491,0.0006772695,0.00030078687,0.0018801403,0.0013730113,0.00010996165],"study_design_candidate":"observational","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":[0.0005371829,0.000094255134,0.8301251,0.0019524517,0.0004816579,0.000065863685,0.0008102221,0.0025739176,0.000041844287,0.056703303,0.013123843,0.093490355],"study_design_scores_gemma":[0.0036165433,0.000029595569,0.15195023,0.0013049318,0.00024107228,0.000004507858,0.005285379,0.23739913,0.000018455878,0.0051533272,0.5931504,0.0018464577],"about_ca_topic_score_codex":0.27951345,"about_ca_topic_score_gemma":0.18816417,"teacher_disagreement_score":0.67817485,"about_ca_system_score_codex":0.0012659903,"about_ca_system_score_gemma":0.0003121389,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W2269386092","doi":"10.2139/ssrn.2003895","title":"Moving Beyond the Limitations Of Traditional Retirement Replacement Rates","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Institute of Aging; Toronto Metropolitan University","funders":"","keywords":"Actuarial science; Economics","score_opus":0.05371117219424128,"score_gpt":0.22627135607393215,"score_spread":0.17256018387969085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269386092","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":[0.97322077,0.00088270276,0.0009107005,0.0010864896,0.00041738118,0.0003048087,0.0000027189685,0.000032725202,0.023141721],"genre_scores_gemma":[0.99699163,0.00062264624,0.00022303173,0.0005917976,0.00068598846,0.000014446992,0.00002678795,0.000022291373,0.00082139147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771124,0.000033888013,0.000564751,0.00020666939,0.00050960405,0.000973868],"domain_scores_gemma":[0.9987425,0.00007955348,0.00058347936,0.00023973256,0.00034124867,0.0000134694255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019205204,0.0001766514,0.00019938583,0.0002561165,0.00049174274,0.00009718938,0.00038261045,0.000042037384,0.0005641145],"category_scores_gemma":[0.00019762595,0.00012967989,0.00020758496,0.0005002946,0.000087155306,0.000744843,0.000073249925,0.0005778327,0.00008451781],"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":[0.00013076187,0.00022980322,0.08718101,0.0000151962795,0.00012690388,0.000001859913,0.00030193693,0.000029138444,0.00041029628,0.90726227,0.0016548263,0.0026560258],"study_design_scores_gemma":[0.0014194298,0.0003161092,0.119779915,0.00009505615,0.0007100318,0.000034382625,0.0046533686,0.0021360037,0.00050504465,0.8544745,0.015318963,0.00055722735],"about_ca_topic_score_codex":0.0002665379,"about_ca_topic_score_gemma":0.0009289183,"teacher_disagreement_score":0.052787773,"about_ca_system_score_codex":0.00024451583,"about_ca_system_score_gemma":0.00032941217,"threshold_uncertainty_score":0.6176658},"labels":[],"label_agreement":null},{"id":"W2270469552","doi":"10.5539/ijef.v8n1p58","title":"Household Debt and the Rise of Financial Fragility in the Tunisian Context","year":2015,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial fragility; Arrears; Fragility; Economics; Household debt; Vulnerability (computing); Context (archaeology); Debt; Error correction model; Panel data; Monetary economics; Financial crisis; Macroeconomics; Econometrics; Cointegration; Geography","score_opus":0.021824322348986756,"score_gpt":0.21888030423336124,"score_spread":0.19705598188437448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270469552","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":[0.99575895,0.0009089148,0.000013653079,0.0023204607,0.00030320874,0.00006678339,0.0000057378006,9.25723e-7,0.0006213645],"genre_scores_gemma":[0.9975322,0.0008032947,0.00006589978,0.0011666506,0.0004051902,0.000001694797,0.000001314806,0.000004400612,0.000019337534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992458,0.000017640987,0.00045934442,0.000092115464,0.000108227636,0.00007682065],"domain_scores_gemma":[0.9990086,0.000077862525,0.00057504704,0.00009432092,0.00023821111,0.0000059729336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012277737,0.000079828336,0.00021429222,0.00012321981,0.000039568815,0.00012320279,0.00033805965,0.000031061787,0.000004525141],"category_scores_gemma":[0.00025393107,0.000050660765,0.000071985276,0.00007968826,0.00016099741,0.0005150777,0.00008534714,0.00011955536,0.0000014271266],"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":[0.00089716376,0.00010638196,0.41268587,0.000012029938,0.000025628035,0.000024036468,0.00081846636,0.0012078418,0.000003128822,0.5696573,0.0016540817,0.012908032],"study_design_scores_gemma":[0.0054733744,0.00004388867,0.65586454,0.000118195174,0.00007042468,0.000036105364,0.00044606123,0.02921984,0.000016766617,0.12086521,0.18764053,0.000205055],"about_ca_topic_score_codex":0.0005257766,"about_ca_topic_score_gemma":0.00052052416,"teacher_disagreement_score":0.44879213,"about_ca_system_score_codex":0.000021035232,"about_ca_system_score_gemma":0.000041673113,"threshold_uncertainty_score":0.2065886},"labels":[],"label_agreement":null},{"id":"W2271229914","doi":"10.1017/cbo9780511807336","title":"Strategic Financial Planning over the Lifecycle","year":2012,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Application lifecycle management; Presentation (obstetrics); Financial plan; Debt; Consumption (sociology); Investment (military); Retirement planning; Product lifecycle; Finance; Financial modeling; Computer science; Business; Economics; Marketing; Political science; Art; New product development","score_opus":0.028942565881724534,"score_gpt":0.2043518603527492,"score_spread":0.17540929447102466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271229914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026413575,0.00030899633,0.000017676053,0.000012913649,0.0006870148,0.00045944224,0.000048205817,0.0001822302,0.97186995],"genre_scores_gemma":[0.025458356,0.000009712531,0.000013863617,0.00072791293,0.0040512057,0.0000021990954,0.00028419943,0.00007092681,0.96938163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798036,0.0000329823,0.00031076197,0.0005432899,0.00054256595,0.0005900487],"domain_scores_gemma":[0.99834406,0.00007373926,0.00060850644,0.0006929759,0.00024038808,0.000040301114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030082595,0.00052895234,0.00052171235,0.0003576121,0.0006892706,0.00032645572,0.0009394376,0.00038964453,0.000057000612],"category_scores_gemma":[0.00003442561,0.00048570248,0.00040978417,0.00008763769,0.00021741663,0.00064839283,0.0007974056,0.0006638817,0.0001923133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085950924,0.000024257999,0.0024650262,0.00020020248,0.000048439826,0.00013410383,0.000029971932,0.000015372994,0.000011029051,0.6076295,0.3892332,0.00012298615],"study_design_scores_gemma":[0.00044560694,0.000007233752,0.007115096,0.00021755366,0.0007911886,0.0000016731951,0.000029293476,0.00038533774,0.000005221753,0.00006282875,0.9903418,0.0005971901],"about_ca_topic_score_codex":0.00082183484,"about_ca_topic_score_gemma":0.00001892105,"teacher_disagreement_score":0.60756665,"about_ca_system_score_codex":0.00021207787,"about_ca_system_score_gemma":0.00020097266,"threshold_uncertainty_score":0.99975944},"labels":[],"label_agreement":null},{"id":"W2271822831","doi":"10.2307/4128714","title":"Does One Size Fit All? The CPI and Canadian Seniors","year":2006,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Inflation (cosmology); Economics; Falling (accident); Price index; Percentage point; Index (typography); Econometrics; Consumer price index (South Africa); Inflation rate; Cost of living; Point (geometry); Producer price index; Demographic economics; Price level; Monetary economics; Monetary policy; Macroeconomics; Psychology; Mathematics; Computer science; Finance","score_opus":0.012966010317626236,"score_gpt":0.208819038537608,"score_spread":0.19585302821998177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271822831","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":[0.7969009,0.00012512188,6.7958626e-7,0.14556758,0.00031610604,0.0003832614,0.00008381165,0.00008538698,0.05653713],"genre_scores_gemma":[0.9575828,0.00000988992,0.000030029787,0.032506008,0.003196504,0.000020749587,0.00009979741,0.000038146773,0.00651609],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979436,0.000019694495,0.0003079242,0.00037545428,0.00026652857,0.0010868206],"domain_scores_gemma":[0.99887687,0.000057681165,0.00013267135,0.0004693758,0.00021027055,0.00025314416],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038221254,0.0002597732,0.00024341569,0.0012041889,0.0007669062,0.0012179952,0.00046332597,0.00012231253,0.0011854889],"category_scores_gemma":[0.0006086882,0.00016882824,0.00009782372,0.0014985979,0.00016035851,0.00095143274,0.00007769256,0.00017288074,0.00030237684],"study_design_candidate":"observational","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":[0.0000030341748,0.000019416848,0.5524296,0.000041655534,0.000037527734,0.000047140693,0.000085102285,0.000004878312,0.00002798336,0.2798707,0.16322884,0.0042041307],"study_design_scores_gemma":[0.00013051422,0.0000017096706,0.31732923,0.000008574133,0.000039165025,0.0000013802894,0.00004040454,0.00025263068,0.0000016863553,0.0039377655,0.6780425,0.00021448497],"about_ca_topic_score_codex":0.9967174,"about_ca_topic_score_gemma":0.9988805,"teacher_disagreement_score":0.5148136,"about_ca_system_score_codex":0.00047302828,"about_ca_system_score_gemma":0.0015072952,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W2271998224","doi":"10.2139/ssrn.1570925","title":"Risk-Taking of Institutional Investors: Evidence from US Defined Benefit Pension Plans","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Pension; Institutional investor; Business; Actuarial science; Finance; Accounting; Corporate governance","score_opus":0.01441139960538752,"score_gpt":0.2274786940767297,"score_spread":0.21306729447134218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271998224","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":[0.9975172,0.0006979267,0.00042721955,0.00018342164,0.00062278076,0.000108386885,0.000006762933,0.000041337506,0.00039491776],"genre_scores_gemma":[0.9967965,0.0005258657,0.00052348577,0.00020776439,0.0017778348,0.0000031545258,0.00004302342,0.000025181347,0.00009719101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972932,0.000022498227,0.000602317,0.0003292723,0.000642188,0.0011105563],"domain_scores_gemma":[0.9974155,0.00011331002,0.001730689,0.00030241223,0.00041106125,0.000027067483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016564606,0.00024330182,0.00033079393,0.00042362747,0.00054095197,0.00017448518,0.00048648225,0.00013022247,0.0004074508],"category_scores_gemma":[0.00164047,0.00021558967,0.00022696418,0.00057101983,0.00010875324,0.0016691462,0.00014326228,0.0017457503,0.00013722395],"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":[0.000096535354,0.000053078227,0.8959797,0.000012303326,0.00004510658,0.0000055700366,0.000036947637,0.00021311046,0.00889384,0.09190933,0.00007280348,0.0026816928],"study_design_scores_gemma":[0.00070049864,0.00004622239,0.86023223,0.0002611992,0.00036672945,0.00003035086,0.000081499486,0.0033016524,0.00027626185,0.13158715,0.0027462672,0.00036995465],"about_ca_topic_score_codex":0.009712648,"about_ca_topic_score_gemma":0.041182905,"teacher_disagreement_score":0.039677814,"about_ca_system_score_codex":0.00021827182,"about_ca_system_score_gemma":0.0006298472,"threshold_uncertainty_score":0.9968818},"labels":[],"label_agreement":null},{"id":"W2273067418","doi":"","title":"Taxing Future Consumption","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excise; Consumption (sociology); Consumption tax; Tax reform; Economics; Public economics; Sales tax; Indirect tax; Value-added tax; Yield (engineering); Revenue; Tax policy; Ad valorem tax; Tax revenue; CITES; Tax deferral; Economic policy; State income tax; Finance; Gross income; Macroeconomics","score_opus":0.03486492447157442,"score_gpt":0.29568108655430064,"score_spread":0.26081616208272623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273067418","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":[0.9233039,0.00027505364,0.0000025401814,0.00042332156,0.0011827605,0.00072949246,0.00001248179,0.00011317815,0.073957264],"genre_scores_gemma":[0.97265536,0.010736127,0.00048587724,0.0007323961,0.008469225,0.00022800536,0.00068506517,0.00015951355,0.0058484618],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996605,0.000073032956,0.00082843675,0.0011269138,0.00047119826,0.0008954645],"domain_scores_gemma":[0.99798864,0.0001292927,0.00047305715,0.0010474083,0.00032235726,0.000039260864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002024903,0.00043240958,0.00065900123,0.0014881872,0.0003296116,0.0007307389,0.0008384397,0.0005338412,0.001290615],"category_scores_gemma":[0.00036605974,0.00047962996,0.00030395595,0.00042225246,0.0001893778,0.00060175115,0.0018248785,0.0016511483,0.0003767361],"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":[0.0001234353,0.0001620036,0.89952695,0.00070888485,0.000050865656,0.00010491603,0.000082512124,0.00291321,0.00006689168,0.00421888,0.0011279528,0.0909135],"study_design_scores_gemma":[0.0010392213,0.000017121589,0.28463197,0.000813527,0.00009259554,0.0000052245596,0.00042949678,0.037887342,0.000020513791,0.0065467907,0.6671834,0.0013327955],"about_ca_topic_score_codex":0.0005619992,"about_ca_topic_score_gemma":0.0015161147,"teacher_disagreement_score":0.66605544,"about_ca_system_score_codex":0.00063135405,"about_ca_system_score_gemma":0.00015206193,"threshold_uncertainty_score":0.9997655},"labels":[],"label_agreement":null},{"id":"W2278593326","doi":"","title":"International Perspectives on Social Security Reform","year":2007,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Notional amount; Social security; Pension; Incentive; Threatened species; Political science; Private pension; Development economics; Economics; Economic growth; Law; Market economy; Finance","score_opus":0.017788363036253117,"score_gpt":0.2578137972539847,"score_spread":0.24002543421773156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278593326","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018149528,0.000046204383,0.0000075597345,0.00046921987,0.0007626927,0.00019728328,0.000012245699,0.00019248719,0.99649733],"genre_scores_gemma":[0.03221711,0.00005538076,0.00007283582,0.0025794525,0.017614342,0.000009012924,0.00096574094,0.00008851742,0.9463976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977152,0.0000042855636,0.0004420273,0.0005976431,0.00092604716,0.0003148189],"domain_scores_gemma":[0.99862635,0.000022787188,0.0004653086,0.00026034575,0.00061417837,0.0000110154715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040456076,0.0004081099,0.000418553,0.0009245532,0.00026326498,0.00033270908,0.0005114693,0.00033637907,0.009792877],"category_scores_gemma":[0.00006431522,0.000365693,0.00042269845,0.00024441432,0.0001056536,0.0006678115,0.00029846784,0.0004545798,0.0026339125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008908917,0.000106341045,0.00087369746,0.00006341685,0.00006361714,0.00002645879,0.00021204763,3.4390217e-7,0.000001954129,0.6791649,0.3181892,0.0012089347],"study_design_scores_gemma":[0.00028327317,0.0000073060487,0.002790824,0.00007709069,0.00012537192,4.0811184e-7,0.00036971364,0.00014583662,0.000002156751,0.014476116,0.98124343,0.00047847696],"about_ca_topic_score_codex":0.0004739009,"about_ca_topic_score_gemma":0.00030668182,"teacher_disagreement_score":0.66468877,"about_ca_system_score_codex":0.0009000911,"about_ca_system_score_gemma":0.000056392717,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W2278828787","doi":"10.2139/ssrn.2700362","title":"Equitable Retirement Income Tontines: Mixing Cohorts Without Discriminating","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":27,"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":"Mixing (physics); Demographic economics; Economics; Business; Actuarial science","score_opus":0.020059158844939078,"score_gpt":0.2530534888815532,"score_spread":0.23299433003661413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278828787","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":[0.98474747,0.001332985,0.0016730636,0.0005766997,0.0007316215,0.00028725425,7.2327526e-7,0.00014137439,0.010508803],"genre_scores_gemma":[0.9936052,0.00010575,0.0003365356,0.00042972504,0.0023746022,0.0000133143785,0.000026788892,0.00006766861,0.0030404478],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947138,0.00004360414,0.00077469234,0.0004308706,0.0009993142,0.0030377281],"domain_scores_gemma":[0.99822295,0.000025944277,0.00071443553,0.00034217592,0.0006357542,0.000058723017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00497494,0.0003668937,0.00049987325,0.00048440738,0.0006209107,0.0006390564,0.0005471374,0.000090820104,0.00012608773],"category_scores_gemma":[0.00053455296,0.00032160577,0.00021782826,0.0008098875,0.0000576878,0.0021452275,0.0003828957,0.0010879196,0.00023057246],"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":[0.00009353305,0.00010266315,0.903571,0.000057739613,0.0000746293,0.000020526588,0.00015745357,0.000120685596,0.0003298146,0.09135097,0.0010190748,0.0031018998],"study_design_scores_gemma":[0.009517853,0.0006138672,0.085429974,0.0016491126,0.0025312302,0.00036501058,0.017279059,0.027965967,0.00042232848,0.7714562,0.07847011,0.0042992984],"about_ca_topic_score_codex":0.0011858436,"about_ca_topic_score_gemma":0.002355824,"teacher_disagreement_score":0.81814104,"about_ca_system_score_codex":0.0010644809,"about_ca_system_score_gemma":0.0006528127,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W2280766219","doi":"10.1017/s0047279415000641","title":"Getting Citizens to Save: Media Influence on Incentive-Based Policies","year":2015,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Incentive; Business; Order (exchange); Public economics; Investment (military); Deferral; Tax incentive; Economics; Marketing; Finance; Microeconomics; Political science","score_opus":0.02827465056869578,"score_gpt":0.291578697147826,"score_spread":0.26330404657913026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280766219","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":[0.9859025,0.000018550594,0.000016001379,0.0095141055,0.00027599136,0.00009894173,0.0000044877634,0.000031357966,0.004138083],"genre_scores_gemma":[0.97176147,0.0000018565291,0.00021060802,0.016726004,0.011174023,0.0000020134603,0.000005027536,0.00002746474,0.00009156681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979201,0.00003214258,0.0006216953,0.0001541063,0.0008731253,0.00039881363],"domain_scores_gemma":[0.9977525,0.000064894564,0.00082030846,0.00012561471,0.0011643667,0.00007230619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007570264,0.000205263,0.0004027238,0.0011199607,0.0002569237,0.0002844976,0.0003815584,0.00008492381,0.00004810026],"category_scores_gemma":[0.0027501667,0.00018483,0.00023108747,0.0014521756,0.000084905,0.0007458497,0.00012733757,0.0002413598,0.00023857306],"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":[0.0014055375,0.0007270541,0.6212252,0.0002525973,0.00015760926,0.00022523415,0.014889317,0.0040465426,0.008408991,0.17120577,0.16332398,0.014132178],"study_design_scores_gemma":[0.0018401608,0.0000954113,0.88533413,0.00027098323,0.00016723658,0.0000023254138,0.0010618679,0.00023007355,0.00037804758,0.0078590745,0.102221176,0.0005395054],"about_ca_topic_score_codex":0.0016862594,"about_ca_topic_score_gemma":0.00010059467,"teacher_disagreement_score":0.26410896,"about_ca_system_score_codex":0.0002831111,"about_ca_system_score_gemma":0.00026964766,"threshold_uncertainty_score":0.75371486},"labels":[],"label_agreement":null},{"id":"W2284984419","doi":"","title":"A Survey of Consumer Expectations for Canada","year":2015,"lang":"en","type":"article","venue":"Bank of Canada review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Survey data collection; Public economics; Marketing; Business","score_opus":0.04231308404826477,"score_gpt":0.25664822850003466,"score_spread":0.21433514445176988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284984419","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3557125,0.6074931,0.00022391521,0.0056428486,0.0028696444,0.00576829,0.0010873089,0.00006917473,0.02113319],"genre_scores_gemma":[0.9959103,0.0005529585,0.0001671132,0.0024728142,0.0000867022,0.000046529796,0.0003283574,0.000020964106,0.00041428523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986563,0.000022044625,0.00054767355,0.00014587623,0.00045785363,0.00017028795],"domain_scores_gemma":[0.9976934,0.00010753422,0.00047763568,0.00024589914,0.001452118,0.000023369661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275114,0.00011739803,0.00048180754,0.000058155336,0.000045273566,0.000010514253,0.00018855091,0.000016787633,0.00015294996],"category_scores_gemma":[0.0016999268,0.00010738735,0.000063932224,0.0005763376,0.0000230453,0.00014932934,0.000036268066,0.000029693867,0.0000017644339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012140746,0.000016499833,0.11269002,0.0026348166,0.000024641553,0.0000022643483,0.0000051109337,0.000007954944,0.000003792969,0.0012730988,0.88191533,0.0014143104],"study_design_scores_gemma":[0.000369481,0.00000690248,0.08855472,0.001130607,0.00029098024,3.1639223e-7,0.00003834607,0.00043225172,0.000023063212,0.00006363958,0.9088596,0.00023006511],"about_ca_topic_score_codex":0.99726033,"about_ca_topic_score_gemma":0.99967694,"teacher_disagreement_score":0.64019775,"about_ca_system_score_codex":0.000101585974,"about_ca_system_score_gemma":0.0026762886,"threshold_uncertainty_score":0.4747621},"labels":[],"label_agreement":null},{"id":"W2286838816","doi":"10.25071/1874-6322.23283","title":"Raising Math Scores among Children in Low-Wealth Households: Potential Benefit of Children’s School Savings","year":2014,"lang":"en","type":"article","venue":"Journal of Income Distribution","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Multilevel model; Economics; Association (psychology); Raising (metalworking); Regression analysis; Demographic economics; Psychology; Mathematics; Statistics","score_opus":0.005400935639564211,"score_gpt":0.20849929651633983,"score_spread":0.20309836087677563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286838816","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":[0.9975089,0.00009931227,0.0018109136,0.000112798596,0.00021832257,0.00017747142,0.000018328868,0.000023016126,0.000030929856],"genre_scores_gemma":[0.9984146,0.000027604288,0.0001408696,0.00011864051,0.0010142575,0.000001625863,0.00025160357,0.000023804865,0.0000070088076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975501,0.00003420878,0.0012077178,0.000224374,0.00066264486,0.0003209604],"domain_scores_gemma":[0.997301,0.000027237516,0.0018920889,0.00023235501,0.0005061543,0.00004116538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012870631,0.00023147037,0.0005508251,0.00048259637,0.00017443922,0.00020614469,0.0003759243,0.00011926051,0.000063432286],"category_scores_gemma":[0.0005447033,0.00020811429,0.00029320715,0.0007997904,0.0000803527,0.001708921,0.00014668542,0.00033170747,0.000020082083],"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":[0.00009554447,0.00013762484,0.99579746,0.00007760791,0.000023731,0.0000054729794,0.000014568456,0.0011808737,0.00039359505,0.0013171153,0.00016048347,0.0007959492],"study_design_scores_gemma":[0.0010924777,0.00003978064,0.9932503,0.00076371245,0.00012259006,0.000011226162,0.0000102817885,0.0026451396,0.00017787877,0.0016679643,0.000022591445,0.00019606971],"about_ca_topic_score_codex":0.0018245332,"about_ca_topic_score_gemma":0.00018236383,"teacher_disagreement_score":0.0025471463,"about_ca_system_score_codex":0.00020447676,"about_ca_system_score_gemma":0.00004565629,"threshold_uncertainty_score":0.8486655},"labels":[],"label_agreement":null},{"id":"W2287020031","doi":"","title":"Rethinking RRIF Withdrawals: New Rates and Methodologies for New Realities","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science","score_opus":0.10670884272377416,"score_gpt":0.35721844139754516,"score_spread":0.250509598673771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287020031","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":[0.9424742,0.0015490575,0.00046026253,0.0038752758,0.0015047486,0.003110282,0.000032635606,0.00035411623,0.046639416],"genre_scores_gemma":[0.78274375,0.020099746,0.122149676,0.0037815066,0.018618144,0.0007522031,0.0013661747,0.0006663785,0.049822394],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965241,0.00016827471,0.00091134675,0.0012116432,0.00032564273,0.00085897965],"domain_scores_gemma":[0.99638975,0.0017161287,0.00058923004,0.0009297892,0.00031088555,0.000064236796],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005701363,0.0004806102,0.0010327457,0.0010626542,0.0003555311,0.0011686558,0.0008084809,0.0005046497,0.00011865929],"category_scores_gemma":[0.005141577,0.00048454345,0.00026216824,0.00024661695,0.00027685234,0.0005919627,0.0019859702,0.0009836726,0.000013654649],"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":[0.0012441913,0.00010467266,0.31931522,0.0048907623,0.00040444723,0.000033939552,0.003082183,0.009384319,0.00025692914,0.07130725,0.021428479,0.5685476],"study_design_scores_gemma":[0.0015556063,0.00007004301,0.027788682,0.001319181,0.0001880682,0.0000027899812,0.0011633798,0.035100956,0.00014659962,0.6594346,0.27180824,0.0014218709],"about_ca_topic_score_codex":0.005634944,"about_ca_topic_score_gemma":0.0033609516,"teacher_disagreement_score":0.5881273,"about_ca_system_score_codex":0.000265802,"about_ca_system_score_gemma":0.00044400163,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W2287744646","doi":"","title":"Les regimes de pension d'employeurs empietent-ils sur d'autres formes d'epargne pour la retraite? Donnees tirees des dossiers de l'impot sur le revenu canadien","year":2015,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.04667606680852175,"score_gpt":0.28571572365450604,"score_spread":0.23903965684598427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287744646","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":[0.9677285,0.002156451,0.000004177016,0.0018821838,0.0004073581,0.0009900051,0.00008173684,0.00012947319,0.026620137],"genre_scores_gemma":[0.9564476,0.013118163,0.0024643226,0.00019434784,0.0012026831,0.00019552828,0.0003314217,0.0002943778,0.025751559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99177754,0.00075765647,0.001644918,0.0018671583,0.00082800695,0.0031247144],"domain_scores_gemma":[0.9943506,0.0012204614,0.00097205513,0.0015081319,0.0015415965,0.00040716573],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0096339965,0.0010558299,0.0015576249,0.0017815095,0.0010176385,0.0013490797,0.0017890603,0.0011098795,0.0003264558],"category_scores_gemma":[0.007017089,0.001178871,0.00070729444,0.0009277524,0.0012354937,0.001721333,0.0019493689,0.00205265,0.000058204238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042158677,0.0004247622,0.9006073,0.0013563549,0.000219712,0.00037873213,0.0018325545,0.003800487,0.00049927854,0.0027879102,0.0065344684,0.08113688],"study_design_scores_gemma":[0.0025756042,0.00013451933,0.7454381,0.003986107,0.0003119837,0.00006413588,0.00395741,0.026339918,0.00036244298,0.014195801,0.20054546,0.0020884923],"about_ca_topic_score_codex":0.13036238,"about_ca_topic_score_gemma":0.19226022,"teacher_disagreement_score":0.194011,"about_ca_system_score_codex":0.0049562147,"about_ca_system_score_gemma":0.003112554,"threshold_uncertainty_score":0.9996876},"labels":[],"label_agreement":null},{"id":"W2288917440","doi":"","title":"Scoring Method for Clients Without Bank References","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Balanced scorecard; Credit history; Credit reference; Actuarial science; Credit risk; Population; Business; Bank credit; Credit enhancement; Credit score; Credit card interest; Finance; Computer science; Accounting; Marketing","score_opus":0.016071627033553745,"score_gpt":0.2674973335449551,"score_spread":0.25142570651140134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288917440","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":[0.96714634,0.00065444957,0.026560029,0.000660795,0.0006199669,0.0005754916,9.222114e-7,0.000096806005,0.0036851983],"genre_scores_gemma":[0.9899455,0.00019526703,0.003707539,0.0006120283,0.0020891991,0.0000455762,0.000017923712,0.00004266462,0.0033443547],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99690545,0.000026010322,0.0004675593,0.00032376332,0.00038687728,0.0018903433],"domain_scores_gemma":[0.998804,0.000049814884,0.0004505859,0.00020166958,0.00047146936,0.00002250339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080286,0.00023165368,0.00031706967,0.0003591412,0.0004931171,0.0005292264,0.0004263797,0.0000735622,0.000354524],"category_scores_gemma":[0.00023206246,0.00019023073,0.00022274541,0.00044794194,0.000025332187,0.0017448481,0.000092418515,0.0006747529,0.00037924098],"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":[0.000100488556,0.00010905192,0.6209931,0.00007154905,0.00013969502,0.0000013126574,0.000054109943,0.00006176857,0.0011003049,0.3113626,0.0020972146,0.06390884],"study_design_scores_gemma":[0.002198414,0.00016295425,0.06553848,0.0001846065,0.00055158633,0.00003215879,0.0010558314,0.021135855,0.00014811856,0.8550073,0.053044688,0.00093998865],"about_ca_topic_score_codex":0.0010699484,"about_ca_topic_score_gemma":0.0011364877,"teacher_disagreement_score":0.55545455,"about_ca_system_score_codex":0.00025183777,"about_ca_system_score_gemma":0.00025588906,"threshold_uncertainty_score":0.7757384},"labels":[],"label_agreement":null},{"id":"W2289655721","doi":"","title":"Do Workplace Pensions Crowd Out Other Retirement Savings? Evidence from Canadian Tax Records","year":2015,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Pension; Labour economics; Economics; Wage; Panel data; Demographic economics; Business; Actuarial science; Finance; Econometrics","score_opus":0.21811112003962987,"score_gpt":0.3874003560351108,"score_spread":0.16928923599548093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289655721","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":[0.9076941,0.012317762,0.00001893053,0.036231082,0.0013116403,0.0012712297,0.000047262234,0.00024632268,0.040861692],"genre_scores_gemma":[0.9754057,0.0009948206,0.0003274489,0.0030430574,0.0022577364,0.00012139056,0.000035495315,0.0000796225,0.017734708],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943792,0.00019921224,0.00075276,0.0010774189,0.0021085318,0.0014828745],"domain_scores_gemma":[0.9950877,0.00068651245,0.00016920276,0.0009905533,0.0027872704,0.00027878702],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032855885,0.00047081787,0.000797754,0.0006757975,0.0012677518,0.0009866959,0.00083063386,0.00017435937,0.002755528],"category_scores_gemma":[0.01043037,0.00039226588,0.00024411909,0.0021151532,0.0008515306,0.0026799159,0.0010317892,0.0006655839,0.0029820576],"study_design_candidate":"not_applicable","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":[0.00035359024,0.000086357235,0.5923173,0.000110807894,0.00025488797,0.00011908179,0.0012000011,0.000021603837,0.00016445137,0.0065971245,0.39739117,0.0013836336],"study_design_scores_gemma":[0.00064000033,0.00011378202,0.13125575,0.0010988412,0.0002918861,9.96428e-7,0.004278275,0.0005206652,0.00004796533,0.01208525,0.84883225,0.0008343553],"about_ca_topic_score_codex":0.24743195,"about_ca_topic_score_gemma":0.6911704,"teacher_disagreement_score":0.46106154,"about_ca_system_score_codex":0.0006289142,"about_ca_system_score_gemma":0.00034530443,"threshold_uncertainty_score":0.9998529},"labels":[],"label_agreement":null},{"id":"W2290058698","doi":"","title":"The Value of Financial Advice","year":2015,"lang":"en","type":"article","venue":"Annals of economics and finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Factoring; Economics; Sample (material); Asset (computer security); Value (mathematics); Finance; Business; Actuarial science","score_opus":0.037086758684689324,"score_gpt":0.24371415176400685,"score_spread":0.20662739307931752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290058698","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":[0.99329686,0.0011070268,0.0000033608337,0.000808634,0.00017683276,0.00007735179,0.000006203395,0.0000065410536,0.004517205],"genre_scores_gemma":[0.99619865,0.0021809966,0.00013726318,0.00091606705,0.00026230543,0.000004111089,0.000006177695,0.000009264906,0.0002851859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992229,0.0000049880146,0.00038571493,0.00016418724,0.00005587564,0.0001663318],"domain_scores_gemma":[0.99899364,0.00003986171,0.00046061023,0.00022250113,0.00027576237,0.000007655713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056127424,0.00010312325,0.00024018298,0.00007116841,0.000095854804,0.000049907234,0.00020140357,0.000043713222,0.0000046160967],"category_scores_gemma":[0.00020374825,0.00008561414,0.00008272698,0.00016811452,0.00011185408,0.000426808,0.00012503286,0.000046823487,0.00001694951],"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":[0.00011624303,0.000046402034,0.064310126,0.000040127386,0.0000087853705,8.660313e-7,0.00006324866,0.00078963256,0.00000967923,0.9134461,0.012310877,0.008857904],"study_design_scores_gemma":[0.000418684,0.000041654428,0.14776611,0.000048812213,0.000031360083,4.379591e-7,0.000040737224,0.02580895,0.0002808767,0.07572179,0.7496214,0.00021918995],"about_ca_topic_score_codex":0.0005619644,"about_ca_topic_score_gemma":0.00020455019,"teacher_disagreement_score":0.8377243,"about_ca_system_score_codex":0.000003919716,"about_ca_system_score_gemma":0.000043523527,"threshold_uncertainty_score":0.34912434},"labels":[],"label_agreement":null},{"id":"W2291559106","doi":"10.5539/ies.v9n2p141","title":"Selection Determinants in College Students’ Financial Tools","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Unemployment; Financial independence; Financial services; Higher education; Financial management; Class (philosophy); Independence (probability theory); Psychology; Business; Economics; Computer science","score_opus":0.0444383432818187,"score_gpt":0.3522086107067701,"score_spread":0.3077702674249514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291559106","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":[0.99392456,0.00010456222,0.000018628483,0.001167364,0.003246281,0.00017940492,0.000005769883,0.000043872085,0.0013095299],"genre_scores_gemma":[0.99239135,0.000081720245,0.00012552843,0.0012451166,0.001350464,0.00012772516,0.000009860957,0.000012988225,0.004655238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986338,0.000012410791,0.00041774558,0.00030122284,0.0004542238,0.00018061958],"domain_scores_gemma":[0.99818563,0.000085369684,0.00024082998,0.00010807221,0.0013727,0.000007381091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030217966,0.0001535437,0.00020379915,0.0005620333,0.00012579777,0.000118293516,0.00028901934,0.000043947122,0.00026046965],"category_scores_gemma":[0.0019254637,0.000118795026,0.000070471746,0.00052321143,0.00004814866,0.0014946453,0.00016981148,0.000054150645,0.00045639987],"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":[0.00004050944,0.00020772112,0.9652252,0.000016046344,0.000016191849,0.0000022361332,0.00006289547,0.0000012920576,0.00040587975,0.0075091925,0.017657183,0.008855643],"study_design_scores_gemma":[0.00054071355,0.000008287033,0.87486494,0.00023601142,0.000029039162,0.0000015198201,0.00024427823,0.000054524386,0.00028987325,0.00487208,0.118652664,0.00020606838],"about_ca_topic_score_codex":0.00024414615,"about_ca_topic_score_gemma":0.0014170848,"teacher_disagreement_score":0.10099547,"about_ca_system_score_codex":0.00026549352,"about_ca_system_score_gemma":0.000088975736,"threshold_uncertainty_score":0.5866249},"labels":[],"label_agreement":null},{"id":"W2293217916","doi":"10.5539/mas.v10n3p23","title":"Determining the Break-EvenPoint for Operating in the Pension Fund of Banks","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actuary; Pension fund; Pension; Target date fund; Actuarial science; Balance (ability); Business; Fund administration; Finance; Fund of funds; Open-end fund; Institutional investor; Psychology","score_opus":0.03917126148384011,"score_gpt":0.2609666835304073,"score_spread":0.2217954220465672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293217916","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":[0.988479,0.000009603363,0.00715641,0.0005094465,0.00007338688,0.000493108,0.0000012906793,0.000016671032,0.0032610614],"genre_scores_gemma":[0.9982388,0.0000010408875,0.00051166955,0.0009919057,0.00014448054,0.00004881849,0.0000018978243,0.000009952027,0.000051458283],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985292,0.000008533484,0.0003102247,0.00034496246,0.0004958303,0.0003112257],"domain_scores_gemma":[0.9990478,0.0001751119,0.00020570423,0.0003786482,0.00018604002,0.0000066752195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002117974,0.00012283381,0.00015854897,0.00016951474,0.0004969637,0.00022143504,0.0007691161,0.00002718591,0.000022464921],"category_scores_gemma":[0.00023924011,0.000057365105,0.00005651264,0.00074559584,0.00027637897,0.0005981339,0.00024278658,0.000060524944,0.000020297159],"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":[0.000049762606,0.00013752683,0.22760938,0.00009297213,0.0000040311,0.0000019080283,0.0017932594,0.0003167162,0.6316946,0.056782063,0.0004705957,0.081047185],"study_design_scores_gemma":[0.0016692773,0.000030678064,0.6158243,0.00023830059,0.0000782578,0.0000012192835,0.00045114453,0.35357133,0.006448752,0.017498702,0.0036600588,0.00052800716],"about_ca_topic_score_codex":0.00006894685,"about_ca_topic_score_gemma":0.00012635687,"teacher_disagreement_score":0.62524587,"about_ca_system_score_codex":0.000028816798,"about_ca_system_score_gemma":0.00003706153,"threshold_uncertainty_score":0.3822293},"labels":[],"label_agreement":null},{"id":"W2294582471","doi":"","title":"RRSPs and an Expanded Canada Pension Plan","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Institute","funders":"","keywords":"Payroll; Pension; Agency (philosophy); Revenue; Tax revenue; Business; Payroll tax; Repeal; Retirement age; Economics; Finance; Public economics; Political science; Accounting; Income tax","score_opus":0.007104691857519944,"score_gpt":0.19653115537878288,"score_spread":0.18942646352126294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294582471","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":[0.997667,0.0005623189,0.000038024547,0.00047170251,0.00021863103,0.00012958844,4.425174e-7,0.000028685383,0.0008835957],"genre_scores_gemma":[0.9965281,0.00021500532,0.000035459198,0.0010402407,0.0013521563,0.0000046367536,0.000024038518,0.000025174302,0.0007752228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756366,0.000020514786,0.00028623053,0.00021150701,0.00037800058,0.0015400682],"domain_scores_gemma":[0.9993535,0.000017274726,0.00022388741,0.00016718179,0.00019644608,0.0000417049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006895747,0.00018958274,0.00021306859,0.00018202887,0.000397482,0.00032147704,0.00019970327,0.000051203086,0.00030978528],"category_scores_gemma":[0.000072373834,0.00015990605,0.000052347492,0.00025294133,0.00002469543,0.0018854695,0.00007541694,0.0006148487,0.00006898275],"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":[0.00004670503,0.000078169964,0.9121364,0.000024065115,0.000048675225,0.0000108203585,0.000061402454,0.000014661696,0.00097073097,0.066898316,0.010304143,0.009405908],"study_design_scores_gemma":[0.0027219306,0.00019251277,0.7181379,0.00012995121,0.0004088646,0.00031688358,0.0050224047,0.0080576185,0.00010985104,0.20267193,0.06059292,0.0016372362],"about_ca_topic_score_codex":0.38498,"about_ca_topic_score_gemma":0.65478283,"teacher_disagreement_score":0.26980284,"about_ca_system_score_codex":0.00033708772,"about_ca_system_score_gemma":0.00061957963,"threshold_uncertainty_score":0.6520779},"labels":[],"label_agreement":null},{"id":"W2297305607","doi":"","title":"Altruistic Overlapping Generations of Households and the Contribution of Human Capital to Economic Growth","year":2015,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human capital; Economics; Welfare; Harm; Overlapping generations model; Labour economics; Government (linguistics); Work (physics); Capital (architecture); Human capital theory; Demographic economics; Economic growth; Market economy; Political science","score_opus":0.018019057538457492,"score_gpt":0.2119167879111085,"score_spread":0.193897730372651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297305607","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":[0.9938209,0.00025849495,0.00018546362,0.00040252248,0.00014072114,0.00066137954,0.000308085,0.000032832642,0.004189568],"genre_scores_gemma":[0.9979245,0.00016909603,0.00068023085,0.00008838099,0.00020306405,0.0000022106085,0.0005905026,0.000029598179,0.0003123951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99796265,0.00014137669,0.0006081337,0.0005501157,0.00044205433,0.00029565446],"domain_scores_gemma":[0.99719954,0.0001815151,0.0010865149,0.0007429313,0.0007335631,0.000055920555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009181115,0.00035546458,0.00095601566,0.00053273386,0.00042574827,0.000058274938,0.00096185645,0.00016148818,0.00012616302],"category_scores_gemma":[0.0003605413,0.0003693729,0.00042791455,0.00023682999,0.0009088069,0.00030199104,0.002420317,0.00039424744,0.000011624558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035489982,0.0008080752,0.3093302,0.0025697614,0.0015205885,0.00006412834,0.038646717,0.0060625207,0.006175415,0.62060326,0.009776982,0.0008933884],"study_design_scores_gemma":[0.019736765,0.0005637301,0.64518553,0.004021509,0.007234432,0.000017035247,0.024377737,0.15122908,0.00038646258,0.12394936,0.019462232,0.0038361335],"about_ca_topic_score_codex":0.03353338,"about_ca_topic_score_gemma":0.012711102,"teacher_disagreement_score":0.49665388,"about_ca_system_score_codex":0.00017438774,"about_ca_system_score_gemma":0.00022484898,"threshold_uncertainty_score":0.99987584},"labels":[],"label_agreement":null},{"id":"W2299966911","doi":"","title":"Net Investment and Stocks of Human Capital in the United States, 1975-2013","year":2016,"lang":"en","type":"article","venue":"International productivity monitor","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Investment (military); Business; Economics; Monetary economics; Capital investment; Finance; Political science; Law","score_opus":0.0168394922391233,"score_gpt":0.24760007355097013,"score_spread":0.23076058131184685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299966911","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":[0.99529904,0.00003860375,0.000009718191,0.003715767,0.00030415156,0.00023738484,0.00001178331,0.000024719,0.0003588516],"genre_scores_gemma":[0.9981548,0.000013956185,0.00003337509,0.0003479767,0.00092756073,0.000024245564,0.00008062027,0.000010594281,0.00040687196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988946,0.000029681767,0.0002650067,0.00027057223,0.00039967883,0.00014048348],"domain_scores_gemma":[0.99926394,0.000055596654,0.00021248477,0.00021719866,0.00024347371,0.0000072882485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666756,0.00012805458,0.00014015255,0.0003890092,0.00007338823,0.000087699584,0.0002707414,0.000030389074,0.000086146756],"category_scores_gemma":[0.0001622093,0.00008025999,0.00004080204,0.00031131538,0.0001200343,0.0007628601,0.00014730415,0.00007495393,0.000024548292],"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":[0.00005851796,0.00032927952,0.9642356,0.000039561386,0.0000324715,0.0000072398525,0.00037594335,0.000041154275,0.005924527,0.022156982,0.0056197536,0.0011789781],"study_design_scores_gemma":[0.0007576914,0.00004055646,0.93378115,0.00011713348,0.000043786582,0.0000017114979,0.00017236065,0.0006305238,0.0009493098,0.017314365,0.045947433,0.00024397126],"about_ca_topic_score_codex":0.006360781,"about_ca_topic_score_gemma":0.0005655528,"teacher_disagreement_score":0.04032768,"about_ca_system_score_codex":0.000040353345,"about_ca_system_score_gemma":0.000007865193,"threshold_uncertainty_score":0.961564},"labels":[],"label_agreement":null},{"id":"W2302119693","doi":"10.1111/j.1467-9442.2006.00446.x","title":"Social Insurance and Redistribution with Moral Hazard and Adverse Selection*","year":2006,"lang":"en","type":"preprint","venue":"Scandinavian Journal of Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Moral hazard; Adverse selection; Morale hazard; Group insurance; Actuarial science; Key person insurance; Social insurance; Auto insurance risk selection; Redistribution (election); Casualty insurance; Equity (law); Business; Economics; General insurance; Insurance policy; Public economics; Income protection insurance; Microeconomics; Incentive; Political science","score_opus":0.015103123474682751,"score_gpt":0.21257848744996147,"score_spread":0.1974753639752787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302119693","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":[0.9981121,0.00020487641,0.00007404984,0.00018211306,0.00029674673,0.00012111978,0.000035368004,0.000015159183,0.0009585021],"genre_scores_gemma":[0.997447,0.000105212785,0.00040290217,0.00007876547,0.001814384,0.0000026125167,0.00007681149,0.000025024334,0.00004725512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891406,0.000010800927,0.0005445531,0.00023969328,0.00009410704,0.00019676302],"domain_scores_gemma":[0.9985035,0.000009943222,0.0010909793,0.000086038344,0.00028648696,0.000023032555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029659527,0.000250848,0.0004994005,0.00032595097,0.00021531776,0.00028026526,0.000131295,0.0001525971,0.000014335402],"category_scores_gemma":[0.000016843514,0.00024053028,0.00011964245,0.00014788625,0.00012964566,0.00079506106,0.00013152715,0.0003781927,0.000002227039],"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":[0.00015211465,0.000021745482,0.99308753,0.00015213837,0.000049239774,0.000011787223,0.000027746548,0.00078522373,0.000004493961,0.0029154064,0.0018275143,0.0009650309],"study_design_scores_gemma":[0.0010081404,0.00003969069,0.97402966,0.00026727427,0.0003246614,0.000039523602,0.000036086425,0.0044975765,0.000011825513,0.017543716,0.001815287,0.00038652762],"about_ca_topic_score_codex":0.00016320687,"about_ca_topic_score_gemma":0.00036490997,"teacher_disagreement_score":0.019057868,"about_ca_system_score_codex":0.00015349693,"about_ca_system_score_gemma":0.00005993176,"threshold_uncertainty_score":0.980854},"labels":[],"label_agreement":null},{"id":"W2309110168","doi":"","title":"Government Student Loans, Government Debts and Bankruptcy: A Comparative Study","year":2005,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bankruptcy; Government (linguistics); Debt; Business; Financial system; Finance","score_opus":0.017545379840106727,"score_gpt":0.2584458898475462,"score_spread":0.24090051000743945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309110168","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":[0.97200084,0.00013227912,0.000040206436,0.00041073162,0.00011485405,0.00081782386,0.0000045114,0.000087337714,0.026391443],"genre_scores_gemma":[0.9942091,0.000012156043,0.00031211393,0.0017634672,0.00059676677,0.00005661761,0.0000073192323,0.00002229571,0.0030201366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969147,0.000023612756,0.00050938263,0.0005595196,0.0016380278,0.00035479837],"domain_scores_gemma":[0.99922407,0.000042358628,0.0002523421,0.0003573276,0.00009432757,0.000029570909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004582001,0.00033486655,0.00043536452,0.000057694702,0.0002643794,0.00041422408,0.00026969035,0.000041000374,0.0012723589],"category_scores_gemma":[0.000028236715,0.00027856548,0.000093385876,0.00033472726,0.000046385278,0.0009997829,0.00051894813,0.00011535094,0.00048808957],"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":[0.00007866411,0.0013944873,0.9847613,0.000021872549,0.00007941573,0.000013743347,0.000821304,0.00004637984,0.00014987454,0.004384447,0.006448295,0.0018002107],"study_design_scores_gemma":[0.0018350414,0.00009648641,0.8872854,0.000031888372,0.00034252077,7.678083e-7,0.0066938954,0.0044823703,0.00014008168,0.00007512019,0.09849926,0.0005171569],"about_ca_topic_score_codex":0.00037259783,"about_ca_topic_score_gemma":0.0031199167,"teacher_disagreement_score":0.097475894,"about_ca_system_score_codex":0.00028250305,"about_ca_system_score_gemma":0.00000888905,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W2316483777","doi":"10.2304/csee.2012.11.3.177","title":"One Size Does Not Fit All: Conceptual Concerns and Moral Imperatives Surrounding Gender-Inclusive Financial Literacy Education","year":2012,"lang":"en","type":"article","venue":"Citizenship Social and Economics Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Niagara College","funders":"","keywords":"Financial literacy; Sociology; Obligation; Literacy; Politics; Economic Justice; Value (mathematics); Economics; Gender studies; Political science; Law; Finance; Pedagogy","score_opus":0.06170066321069868,"score_gpt":0.3005617940673221,"score_spread":0.23886113085662342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316483777","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":[0.99403685,0.00038463806,0.000005415516,0.0012307862,0.0015847347,0.00031527597,0.000020602363,0.000042773052,0.002378941],"genre_scores_gemma":[0.9838825,0.0001240698,0.00025135756,0.0045378013,0.010376861,0.00006104357,0.00019750021,0.000030623265,0.00053827703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865776,0.000036961486,0.00042379886,0.0003829554,0.00010387708,0.00039463295],"domain_scores_gemma":[0.9990341,0.00014263927,0.00039562877,0.00012257688,0.00024817802,0.0000568886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038320402,0.0002617468,0.00035677568,0.00016239248,0.00073663786,0.0005728305,0.00011391369,0.00014598187,0.00021841741],"category_scores_gemma":[0.00033597488,0.0002710495,0.00009080865,0.00015250598,0.0002128898,0.0018675833,0.00014767627,0.00015143905,0.000031599422],"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":[0.000075771124,0.00019188086,0.6090217,0.00014287523,0.000037099333,1.3735556e-7,0.013467117,9.372104e-7,0.0004946725,0.36287677,0.0026121535,0.011078868],"study_design_scores_gemma":[0.000673824,0.000015106122,0.9237711,0.00005847509,0.0002914328,0.0000015919907,0.007965434,0.00020985896,0.00019787769,0.052835744,0.013220052,0.0007594967],"about_ca_topic_score_codex":0.00042854092,"about_ca_topic_score_gemma":0.0000974309,"teacher_disagreement_score":0.3147494,"about_ca_system_score_codex":0.00017993912,"about_ca_system_score_gemma":0.0002495046,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2317197705","doi":"","title":"A Look Behind the Scenes: A Survey of How CFPs","year":2004,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Consumer research; Administration (probate law); State (computer science); Marketing; Business; Economics; Management; Sociology; Public relations; Finance; Political science; Law; Computer science","score_opus":0.026418148696492918,"score_gpt":0.22276890675120048,"score_spread":0.19635075805470756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317197705","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":[0.9918289,0.00009534057,0.00018480403,0.0011634785,0.00013894719,0.0002172867,0.0000031471689,0.000054948712,0.0063131433],"genre_scores_gemma":[0.9969034,0.0000075064604,0.00015824454,0.0011439591,0.00025196825,0.0000063105676,0.00004639834,0.000017567141,0.0014646534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989061,0.000017243596,0.00025714602,0.0002310621,0.0003627818,0.00022567755],"domain_scores_gemma":[0.9989159,0.000053981657,0.0002310525,0.0003840221,0.00040744845,0.000007600137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007602946,0.00015538058,0.00023509921,0.00017281242,0.00015826264,0.00022003848,0.00034496718,0.000048357164,0.00049212936],"category_scores_gemma":[0.00033220765,0.00009980674,0.00012073245,0.0007154417,0.0000901296,0.0006737354,0.00016556687,0.00007842263,0.00023818872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030715895,0.00010050244,0.9831364,0.0000542264,0.000019094992,0.0000042962247,0.0000723953,0.000079435595,0.00024506738,0.011588004,0.0040447335,0.0006251259],"study_design_scores_gemma":[0.00054322,0.000009613279,0.9876943,0.000051705178,0.00009447743,4.6799897e-7,0.00011404925,0.0006230647,0.00028952886,0.0016743726,0.008700365,0.00020480508],"about_ca_topic_score_codex":0.017768918,"about_ca_topic_score_gemma":0.01458969,"teacher_disagreement_score":0.009913632,"about_ca_system_score_codex":0.000021242611,"about_ca_system_score_gemma":0.000037622973,"threshold_uncertainty_score":0.98877186},"labels":[],"label_agreement":null},{"id":"W2333295261","doi":"10.1109/msp.2016.22","title":"Security for the High-Risk User: Separate and Unequal","year":2016,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Internet privacy; Commodity; Computer security; Business; Computer science; Finance","score_opus":0.012702775652975621,"score_gpt":0.23653011672505883,"score_spread":0.2238273410720832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333295261","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":[0.99537134,0.00029888903,0.0005644646,0.001953562,0.0007314729,0.0006724837,0.000054910546,0.00014271677,0.00021017555],"genre_scores_gemma":[0.99643445,0.00023917585,0.00009470574,0.000934249,0.0018635953,0.00006220031,0.000021819193,0.00004170157,0.00030810942],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980625,0.000037996204,0.00044500412,0.00056160183,0.00037603398,0.00051687],"domain_scores_gemma":[0.99819165,0.00039065623,0.00040558813,0.0006691403,0.00031182737,0.000031116673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008822537,0.00032182556,0.00037897335,0.000162396,0.00061431655,0.0003642156,0.0005488409,0.00011839248,0.00021469273],"category_scores_gemma":[0.0005314726,0.00019647037,0.00020587495,0.00042570342,0.00015761798,0.001304997,0.00032688078,0.00016723017,0.0002670513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007704053,0.0004192723,0.67721885,0.0005044717,0.00030489484,0.000025239677,0.002545617,0.000027560885,0.0019313425,0.13620077,0.15916613,0.020885453],"study_design_scores_gemma":[0.003109933,0.000059851205,0.08681871,0.00015471873,0.00083023676,0.0000017577945,0.000119786586,0.004839138,0.0013478466,0.16215578,0.7396161,0.0009461636],"about_ca_topic_score_codex":0.001878559,"about_ca_topic_score_gemma":0.00075000536,"teacher_disagreement_score":0.59040016,"about_ca_system_score_codex":0.000039050094,"about_ca_system_score_gemma":0.000032898504,"threshold_uncertainty_score":0.8011829},"labels":[],"label_agreement":null},{"id":"W2333547768","doi":"10.1177/02601079x10002200404","title":"Barriers to Improved Capability for Low-income Canadians","year":2010,"lang":"en","type":"article","venue":"Journal of Interdisciplinary Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Snowball sampling; Personal income; Business; Low income; Limiting; Public relations; Marketing; Demographic economics; Economic growth; Political science; Economics; Medicine; Engineering","score_opus":0.005617431941939469,"score_gpt":0.23523850618875766,"score_spread":0.22962107424681819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333547768","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":[0.99416876,0.0000062064323,0.00014985356,0.002067239,0.0024084589,0.00028691205,0.000022513146,0.000013408717,0.00087664544],"genre_scores_gemma":[0.99461496,0.0000013129255,0.0014866841,0.0012649024,0.002377975,0.000011256059,0.000008644293,0.000035324803,0.00019893494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842316,0.0000059709746,0.0008996103,0.00025518565,0.00007942398,0.0003366585],"domain_scores_gemma":[0.99828106,0.00006745956,0.0007076987,0.00033623262,0.00046604258,0.0001415137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009092965,0.00020970733,0.0004578012,0.00052140275,0.0002836561,0.00023972514,0.00055428525,0.000098014665,0.0005006922],"category_scores_gemma":[0.00046655437,0.00019591946,0.00041186018,0.00019226431,0.00006067415,0.0011702541,0.00034964312,0.00028218763,0.00004800977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015483495,0.00018587962,0.9531275,0.00038656822,0.0001919021,0.00003573291,0.0014398088,0.0016936978,0.00951252,0.007621523,0.019110216,0.0051462683],"study_design_scores_gemma":[0.006522687,0.0010040825,0.57536805,0.00056508696,0.0010593835,0.000117220174,0.005879738,0.13488695,0.0017209053,0.07100952,0.19856164,0.0033047306],"about_ca_topic_score_codex":0.0004667145,"about_ca_topic_score_gemma":0.022422647,"teacher_disagreement_score":0.37775946,"about_ca_system_score_codex":0.0001943139,"about_ca_system_score_gemma":0.00019520357,"threshold_uncertainty_score":0.99541557},"labels":[],"label_agreement":null},{"id":"W2333837578","doi":"10.4324/9781315889801.ch3","title":"The nature of financial literacy","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Business; Finance","score_opus":0.014506693571452794,"score_gpt":0.23751067122771644,"score_spread":0.22300397765626365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333837578","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010295938,0.0029911464,0.0000061871506,0.00031707427,0.0010847077,0.0003395877,0.000014627335,0.00008988999,0.9941272],"genre_scores_gemma":[0.027989905,0.00013891103,0.0001397302,0.0018205862,0.0042179874,0.000008385426,0.00027088486,0.00009439763,0.9653192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977594,0.000004910945,0.0006985675,0.0004206412,0.0008190706,0.00029739217],"domain_scores_gemma":[0.9968914,0.00008118793,0.00083705335,0.0007105779,0.0014639541,0.000015838084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000563891,0.0004372363,0.0005627535,0.00033582345,0.00024048824,0.00029637376,0.0006667718,0.00055878377,0.0019400511],"category_scores_gemma":[0.0003663249,0.00029217848,0.00041101727,0.00018752307,0.00014468249,0.0006476039,0.0004269275,0.0006387341,0.0009592146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049127466,0.000012289686,0.001458961,0.000087179986,0.000016656833,0.000010310386,0.000011059551,0.000001419696,0.0000034782174,0.7987358,0.19406326,0.0055504353],"study_design_scores_gemma":[0.00017944425,0.0000083690875,0.0012367967,0.00016569116,0.00019411529,5.304195e-7,0.0000024382937,0.00014304154,0.0000032506034,0.088965625,0.90877795,0.0003227238],"about_ca_topic_score_codex":0.00014362522,"about_ca_topic_score_gemma":0.0002658338,"teacher_disagreement_score":0.7147147,"about_ca_system_score_codex":0.000046758098,"about_ca_system_score_gemma":0.00010629205,"threshold_uncertainty_score":0.99995303},"labels":[],"label_agreement":null},{"id":"W2337211328","doi":"10.2139/ssrn.2758097","title":"The Welfare Effects of Involuntary Part-Time Work","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"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":"University of Bristol","keywords":"Unemployment; Earnings; Economics; Work (physics); Welfare; Consumption (sociology); Labour economics; Compensation (psychology); Full-time; Psychology; Engineering","score_opus":0.004621660702888008,"score_gpt":0.19890515372613773,"score_spread":0.19428349302324974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337211328","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":[0.99027395,0.003248787,0.000051156137,0.0025456357,0.0008309849,0.00030957753,5.467964e-7,0.00003354356,0.0027058297],"genre_scores_gemma":[0.9951161,0.00060326874,0.00001430294,0.00013892705,0.0016532325,0.0000096326285,0.0000073129677,0.000028832776,0.002428365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756557,0.000030535284,0.00039486057,0.00019331714,0.0004175645,0.0013981605],"domain_scores_gemma":[0.9982414,0.000064795575,0.00089457433,0.00055732665,0.00022665942,0.000015211552],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017974459,0.00019224647,0.00027014627,0.00012736159,0.0022128045,0.000515589,0.0009364463,0.00006330007,0.00012248411],"category_scores_gemma":[0.000498211,0.00013360579,0.0002519867,0.0002243878,0.00012845085,0.00096189405,0.00022873172,0.00077554205,0.00020519772],"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":[0.0003364959,0.00016619841,0.7203883,0.00014640724,0.00035003855,0.00003203368,0.000056058594,0.000020950083,0.00054884027,0.23410287,0.006953155,0.036898665],"study_design_scores_gemma":[0.0023998932,0.00016904231,0.45472404,0.00061355764,0.0010164488,0.000032214215,0.00034457105,0.00046638364,0.00028596033,0.22652124,0.3125025,0.0009241414],"about_ca_topic_score_codex":0.00039412858,"about_ca_topic_score_gemma":0.0010567085,"teacher_disagreement_score":0.30554935,"about_ca_system_score_codex":0.00015809259,"about_ca_system_score_gemma":0.00017466674,"threshold_uncertainty_score":0.9990862},"labels":[],"label_agreement":null},{"id":"W2337383124","doi":"","title":"An Overlapping Generations Computable General Equilibrium (OLG-CGE) Model with Age-variable Rate of Time Preference","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Ottawa","funders":"","keywords":"Computable general equilibrium; Overlapping generations model; Economics; Time preference; Consumption (sociology); Preference; Econometrics; Variable (mathematics); Microeconomics; Mathematics","score_opus":0.04003760533922348,"score_gpt":0.2749649734005557,"score_spread":0.23492736806133221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337383124","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":[0.95499724,0.000039419196,0.00038666304,0.00009703997,0.00017874686,0.000770975,0.00006680682,0.000076964374,0.043386165],"genre_scores_gemma":[0.9792398,0.0002894815,0.009558014,0.00024363547,0.0015424946,0.00017829088,0.0008180329,0.00014516772,0.007985092],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99660814,0.00011932338,0.0009024617,0.0011514003,0.00037030067,0.0008483512],"domain_scores_gemma":[0.9973042,0.00013141196,0.00057691714,0.0013108937,0.00061871763,0.000057847526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018934902,0.000440147,0.00084519485,0.0009002531,0.00021993085,0.0006207374,0.00097061077,0.00030529965,0.00027878504],"category_scores_gemma":[0.00016364417,0.00040125288,0.00014764984,0.00034890906,0.00023406865,0.001223383,0.001411191,0.0006543515,0.000039971936],"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":[0.00018719972,0.00021917328,0.034392826,0.00039549687,0.000083334264,0.000015033262,0.00007310481,0.9408024,0.01323511,0.008416097,0.00031374473,0.0018664703],"study_design_scores_gemma":[0.00055788085,0.000029618279,0.0028703401,0.00043808564,0.00005146871,6.0872514e-7,0.000016291699,0.9852551,0.00015727489,0.008539096,0.0015640194,0.0005201725],"about_ca_topic_score_codex":0.0011179755,"about_ca_topic_score_gemma":0.0005167523,"teacher_disagreement_score":0.044452734,"about_ca_system_score_codex":0.0003706551,"about_ca_system_score_gemma":0.0005841075,"threshold_uncertainty_score":0.99984396},"labels":[],"label_agreement":null},{"id":"W2338070749","doi":"","title":"The Promise of Child Development Accounts: Current Evidence and Future Directions","year":2014,"lang":"en","type":"article","venue":"Community Investments","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Low income; Face (sociological concept); Economic growth; Savings account; Business; Economics; State (computer science); Finance; Public economics; Demographic economics; Geography","score_opus":0.03233968255518895,"score_gpt":0.26062802914029415,"score_spread":0.2282883465851052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338070749","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":[0.9927433,0.0026898643,0.0000061266287,0.0006999141,0.00046268155,0.0003376661,0.0000014414004,0.000055702167,0.0030032932],"genre_scores_gemma":[0.9971759,0.0007628783,0.00016373242,0.001233312,0.00046741724,0.000055201483,0.000039986742,0.000017967255,0.00008364582],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998853,0.00011866097,0.00036674796,0.00014484205,0.00030828,0.0002084651],"domain_scores_gemma":[0.9986827,0.00014967672,0.0003158047,0.0005894958,0.00024291604,0.000019426163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010763317,0.00017993986,0.00020077446,0.00014251286,0.0017692635,0.00020420352,0.000497667,0.000042077772,0.00003087069],"category_scores_gemma":[0.00042063787,0.00013239527,0.0000561485,0.00046492636,0.00015836726,0.00076282903,0.00053863897,0.00031948267,0.00005133294],"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":[0.00006158723,0.00066645356,0.8308987,0.00063322973,0.00007059952,3.786373e-7,0.0015956667,0.000003026102,0.00005429698,0.025277711,0.004535409,0.13620296],"study_design_scores_gemma":[0.00018186166,0.000007987498,0.43720713,0.00028854096,0.000052547533,3.0577843e-7,0.00012782392,0.00021120672,0.000038311446,0.0011330805,0.56063217,0.00011901497],"about_ca_topic_score_codex":0.00035891664,"about_ca_topic_score_gemma":0.0004658724,"teacher_disagreement_score":0.5560968,"about_ca_system_score_codex":0.000042852105,"about_ca_system_score_gemma":0.000024831843,"threshold_uncertainty_score":0.9995303},"labels":[],"label_agreement":null},{"id":"W2341188755","doi":"10.2139/ssrn.1078198","title":"To Tax or Not to Tax Income Trusts: The Valuation Effect of a Canadian Dividend Tax Cut","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Dividend tax; Value-added tax; Economics; State income tax; Ad valorem tax; Indirect tax; Tax reform; Double taxation; Monetary economics; Tax credit; Income tax; Direct tax; Dividend; Gross income; Public economics; Business; Finance","score_opus":0.01235207724166163,"score_gpt":0.25838075815849193,"score_spread":0.2460286809168303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341188755","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":[0.9944925,0.00013372826,0.001062556,0.0025777256,0.00032898356,0.0006178633,0.0000062269232,0.000021094114,0.0007593466],"genre_scores_gemma":[0.99412626,0.000057112593,0.000066398614,0.0016634561,0.0014135091,0.000013481777,0.0000118343805,0.000039812647,0.0026081395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961146,0.00007681881,0.0006560107,0.0003056314,0.00080819475,0.0020387343],"domain_scores_gemma":[0.9985727,0.00017226259,0.00043307652,0.00034467343,0.00038900576,0.00008826763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00850386,0.00028284756,0.00039222013,0.0018698445,0.00054250786,0.00026037978,0.00063719775,0.000088317036,0.00029238986],"category_scores_gemma":[0.0012920828,0.00018948113,0.0002115943,0.002954006,0.000033274388,0.00065174204,0.0001239446,0.0007626941,0.00029826124],"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":[0.004043333,0.00016037289,0.7809309,0.00023916314,0.0005604216,0.00010441106,0.0012550749,0.0011922513,0.0051287147,0.100839995,0.016809225,0.08873614],"study_design_scores_gemma":[0.0047246777,0.0019899951,0.73852044,0.0008197726,0.0020593521,0.0001469475,0.0019108213,0.0022056976,0.00337934,0.029677024,0.21250066,0.0020652383],"about_ca_topic_score_codex":0.12691276,"about_ca_topic_score_gemma":0.82311505,"teacher_disagreement_score":0.6962023,"about_ca_system_score_codex":0.0011212658,"about_ca_system_score_gemma":0.00081735133,"threshold_uncertainty_score":0.8789012},"labels":[],"label_agreement":null},{"id":"W2341233898","doi":"10.14288/1.0101207","title":"The effect of price earnings ratio on investment decisions in trusteed pension plans","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Economics; Investment (military); Pension; Business; Actuarial science; Monetary economics; Finance","score_opus":0.010983522527942359,"score_gpt":0.17298329163902265,"score_spread":0.1619997691110803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341233898","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":[0.9932895,0.000025876798,0.000017669941,0.000025313642,0.000094925505,0.00033166548,0.0000064928495,0.00002558728,0.006183018],"genre_scores_gemma":[0.9993528,0.000038624392,0.000068632304,0.00008217869,0.000028125496,9.716492e-7,0.00001877272,0.000010674194,0.00039918162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998931,0.000050305604,0.00020958114,0.00027430622,0.00033513672,0.00019967557],"domain_scores_gemma":[0.99904877,0.0001751449,0.0003216014,0.00027967495,0.00015760076,0.000017193042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005636496,0.000060458497,0.0002809619,0.0001439764,0.00031363714,0.00007760736,0.00034111814,0.00006821933,0.00014120866],"category_scores_gemma":[0.00027647382,0.00012843586,0.00013322743,0.0006526075,0.0001503006,0.00048900594,0.00018093603,0.000121217345,0.000058496626],"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":[0.00016273101,0.00011505556,0.9602049,0.000056135046,0.000018103578,0.0000685857,0.00019594979,0.000021462896,0.00025626383,0.000104757855,0.0026375398,0.036158495],"study_design_scores_gemma":[0.0009734184,0.000102890095,0.9960683,0.0002665116,0.00006960961,0.0000012181524,0.0002875763,0.000757129,0.0000069476996,0.00018435692,0.001159095,0.00012297522],"about_ca_topic_score_codex":0.08689702,"about_ca_topic_score_gemma":0.19393641,"teacher_disagreement_score":0.107039385,"about_ca_system_score_codex":0.00004256316,"about_ca_system_score_gemma":0.000019525476,"threshold_uncertainty_score":0.91918343},"labels":[],"label_agreement":null},{"id":"W2342661676","doi":"","title":"Perspectives: Why We Need a Pension Revolution","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mindset; Pension; Plan (archaeology); Certainty; Pension plan; Institution; Ideal (ethics); Scale (ratio); Business; Best practice; Actuarial science; Economics; Finance; Political science; Management; Law; Computer science","score_opus":0.008452048481207793,"score_gpt":0.2253496334994979,"score_spread":0.21689758501829012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342661676","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":[0.97289425,0.006725405,0.010208455,0.0031257677,0.0005187593,0.00028194842,4.6432848e-7,0.00016314829,0.0060818023],"genre_scores_gemma":[0.9932799,0.0014684758,0.00015793093,0.00067405135,0.002856458,0.0000018787003,0.000011776739,0.000040309493,0.0015092306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964292,0.000023069748,0.0004892262,0.00034071476,0.00058201683,0.00213578],"domain_scores_gemma":[0.99872446,0.000033030316,0.00044706563,0.000237739,0.0005312777,0.000026414253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033699812,0.00025138774,0.0002758116,0.00073233753,0.00056844146,0.00021443583,0.00030333272,0.00010445671,0.0002797655],"category_scores_gemma":[0.00026210718,0.0002267698,0.0002696343,0.0011078726,0.000056107732,0.0014287411,0.00009490096,0.0011851334,0.00038026788],"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":[0.00049381756,0.00028597232,0.14115563,0.0000460194,0.00010910827,0.00004115441,0.00047130507,0.00004250387,0.0032489693,0.8367707,0.0076332786,0.009701528],"study_design_scores_gemma":[0.0038053663,0.00028783016,0.099604696,0.00039831334,0.00086967647,0.00033664337,0.034464747,0.0037512942,0.0001131407,0.6408593,0.21381691,0.0016920847],"about_ca_topic_score_codex":0.00067332457,"about_ca_topic_score_gemma":0.0033937548,"teacher_disagreement_score":0.20618363,"about_ca_system_score_codex":0.0010568283,"about_ca_system_score_gemma":0.00029357796,"threshold_uncertainty_score":0.9247404},"labels":[],"label_agreement":null},{"id":"W234272476","doi":"","title":"The savings and investment decisions of planners: a cross-sectiona l study of college employees","year":2007,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pension; Salary; Marital status; Financial institution; Investment (military); Business; Financial plan; Actuarial science; Plan (archaeology); Finance; Retirement planning; Economics; Demographic economics; Political science; Sociology; Demography","score_opus":0.022951051588958396,"score_gpt":0.27632692805319137,"score_spread":0.253375876464233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W234272476","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":[0.99502516,0.000071114024,0.000019252288,0.000034843022,0.00012151661,0.0003395676,0.0000027246278,0.000024536086,0.0043612793],"genre_scores_gemma":[0.9988801,0.000007785192,0.00012960237,0.00020817383,0.00010797555,0.000007082506,0.0000047418,0.000010813273,0.0006437214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986491,0.000008797066,0.0005613369,0.00020661036,0.00039483036,0.00017930596],"domain_scores_gemma":[0.998799,0.00029491496,0.00030123207,0.0002520748,0.00034084404,0.000011928569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087109755,0.00012411464,0.00021654385,0.0002633054,0.0003287369,0.00009621908,0.00018415423,0.00003642809,0.00007603294],"category_scores_gemma":[0.0003664702,0.00008183244,0.000064748114,0.000710706,0.00012147807,0.00039387785,0.00021257582,0.000055100867,0.000008980208],"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":[0.000102011334,0.0003127716,0.97623396,0.000015164189,0.000026699343,0.00000310574,0.00018083042,0.000010955916,0.00018280784,0.020685717,0.0020029028,0.0002430985],"study_design_scores_gemma":[0.0006636204,0.00008151224,0.9888013,0.000028576796,0.00007500242,3.990325e-7,0.0021833084,0.00019965021,0.00011569667,0.0020019426,0.005744452,0.00010455083],"about_ca_topic_score_codex":0.002152343,"about_ca_topic_score_gemma":0.0048220786,"teacher_disagreement_score":0.018683776,"about_ca_system_score_codex":0.000016999493,"about_ca_system_score_gemma":0.000012444969,"threshold_uncertainty_score":0.333703},"labels":[],"label_agreement":null},{"id":"W2344452558","doi":"10.2139/ssrn.1961698","title":"Longevity Risk Aversion and Tax-Efficient Withdrawals","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Longevity; Longevity risk; Economics; Risk aversion (psychology); Actuarial science; Financial economics; Medicine; Gerontology; Expected utility hypothesis","score_opus":0.008897603528758792,"score_gpt":0.18847732811822254,"score_spread":0.17957972458946375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344452558","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":[0.99550414,0.0009179241,0.00084152655,0.0000703702,0.00018704667,0.00013158731,0.0000010770673,0.000043214433,0.0023031365],"genre_scores_gemma":[0.99766994,0.00084538397,0.000109004075,0.00018143612,0.00056624983,0.0000022712438,0.000004990116,0.000024343024,0.0005964153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763477,0.0000323547,0.00032704885,0.00029249943,0.00036307416,0.0013502452],"domain_scores_gemma":[0.9990877,0.000016937789,0.00047370573,0.00019987232,0.00019588754,0.000025902324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019628697,0.00021065596,0.00024320793,0.00032116947,0.00055432285,0.0001600216,0.00024047708,0.0000705251,0.0003384286],"category_scores_gemma":[0.0001371839,0.00017613091,0.00013772426,0.0004340548,0.00006818599,0.0006547594,0.0001448479,0.0008744965,0.00025284197],"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":[0.00015065845,0.0001552459,0.92922527,0.000022221193,0.00006201224,0.000013563744,0.00016011772,0.00003195753,0.00011415801,0.061068762,0.00041555404,0.00858049],"study_design_scores_gemma":[0.002925793,0.00026732186,0.7836515,0.00017112591,0.0012823485,0.00014790354,0.0019324067,0.011482228,0.00019005925,0.17801201,0.018620905,0.001316393],"about_ca_topic_score_codex":0.0015639092,"about_ca_topic_score_gemma":0.0019776544,"teacher_disagreement_score":0.14557377,"about_ca_system_score_codex":0.00021033078,"about_ca_system_score_gemma":0.00015962668,"threshold_uncertainty_score":0.718241},"labels":[],"label_agreement":null},{"id":"W2346711961","doi":"10.2139/ssrn.1785812","title":"Men are from Mars, Women are from Venus: Gender and Mergers and Acquisitions","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 British Columbia","funders":"","keywords":"Venus; Mars Exploration Program; Astrobiology; Mergers and acquisitions; Business; Physics; Finance","score_opus":0.014285808286420325,"score_gpt":0.19029562457309573,"score_spread":0.17600981628667542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346711961","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":[0.9940946,0.004158036,0.00008680355,0.00015045953,0.000115924886,0.000089816735,0.000018065944,0.000036975034,0.0012492989],"genre_scores_gemma":[0.9967618,0.0013734287,0.000087249595,0.00051766646,0.000936239,0.000008467347,0.000043536274,0.000033335014,0.00023830673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979297,0.000027837217,0.00030581406,0.00033161053,0.0002661989,0.0011388594],"domain_scores_gemma":[0.9991996,0.000024973873,0.00042526057,0.00019148662,0.00011897039,0.000039675957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053847494,0.00022213034,0.00030267032,0.00022749805,0.0003985888,0.00021314996,0.0001963548,0.00008360745,0.0008850543],"category_scores_gemma":[0.00005287829,0.00020760173,0.00008077474,0.00025051108,0.000059520535,0.00091243844,0.00012955761,0.0005613207,0.000071274284],"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":[0.00015815103,0.000094247844,0.9831303,0.000019378886,0.0003307531,0.000034306468,0.0010223285,0.000003175476,0.00036399282,0.009954355,0.0020334497,0.0028555824],"study_design_scores_gemma":[0.0008833704,0.000023830495,0.7303716,0.00006946551,0.0003391836,0.000006702933,0.006715732,0.000404817,0.000017366385,0.25621256,0.004574101,0.0003812679],"about_ca_topic_score_codex":0.0014610578,"about_ca_topic_score_gemma":0.00078933686,"teacher_disagreement_score":0.25275868,"about_ca_system_score_codex":0.00022626466,"about_ca_system_score_gemma":0.000091859154,"threshold_uncertainty_score":0.9690724},"labels":[],"label_agreement":null},{"id":"W2348763838","doi":"","title":"The Perspective of Personal Financial Planning Profession in Canada","year":2007,"lang":"en","type":"article","venue":"Hainan Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial plan; Perspective (graphical); Finance; Personal account; Business; Public relations; Political science; Computer science","score_opus":0.00901010068701238,"score_gpt":0.23188790729174028,"score_spread":0.2228778066047279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348763838","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":[0.993828,0.00066936953,0.000046954054,0.0003700526,0.00043058503,0.00021586922,0.0000023235616,0.000014392783,0.0044224523],"genre_scores_gemma":[0.9986115,0.000012024081,0.00007875871,0.00039474215,0.00035908393,0.000009943067,0.000005810961,0.000015707828,0.00051239517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832416,0.0000133925905,0.00044575485,0.00030647928,0.00042851822,0.0004817174],"domain_scores_gemma":[0.99900115,0.000112342794,0.00037879686,0.00021250511,0.00028663737,0.000008572454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008137536,0.00017966313,0.000258295,0.00017139335,0.00035784757,0.000036897345,0.00029054235,0.0000552272,0.000025553649],"category_scores_gemma":[0.00046070607,0.00014217681,0.00007566374,0.0009910914,0.000080937185,0.00036003767,0.000121753816,0.00022465074,0.000011558802],"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":[0.00018405514,0.00003573379,0.94623697,0.00004851651,0.0000024688343,0.0000785192,0.00039249947,0.000070402435,0.00010180123,0.047202986,0.0034194821,0.0022265466],"study_design_scores_gemma":[0.00035726235,0.000009285292,0.9674113,0.00027996022,0.000012029979,7.315338e-7,0.0019459107,0.0019979246,0.0001212209,0.0014947039,0.026165957,0.0002037074],"about_ca_topic_score_codex":0.62903523,"about_ca_topic_score_gemma":0.8319211,"teacher_disagreement_score":0.20288585,"about_ca_system_score_codex":0.00042949995,"about_ca_system_score_gemma":0.00048234596,"threshold_uncertainty_score":0.5797802},"labels":[],"label_agreement":null},{"id":"W2349075202","doi":"","title":"Do China's Listed Firms with Loss Smooth Income in the Fourth Quarter?","year":2008,"lang":"en","type":"article","venue":"China Accounting Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); China; Earnings; Shareholder; Corporate governance; Stock exchange; Sample (material); Capital market; Business; Monetary economics; Economics; Accounting; Finance","score_opus":0.01355407370377016,"score_gpt":0.23288694003484112,"score_spread":0.21933286633107096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349075202","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":[0.97707015,0.013371502,0.000025288016,0.0018566025,0.0001731624,0.000958707,0.000002424371,0.0001426037,0.0063995547],"genre_scores_gemma":[0.99041176,0.0039589936,0.00016888378,0.004266315,0.00085282006,0.00007724752,0.00008408857,0.00005922269,0.00012069136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699014,0.000069089,0.0008643637,0.0006328775,0.0008456057,0.0005979191],"domain_scores_gemma":[0.99798334,0.00007396659,0.0007772779,0.00094360934,0.00020382223,0.000017972796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017063888,0.0004975074,0.0008466854,0.0003439275,0.00057698565,0.00041737614,0.0009918888,0.00008546454,0.00047470798],"category_scores_gemma":[0.00037158278,0.0003084513,0.0002707237,0.002882774,0.000141596,0.0017213238,0.00020031272,0.00046574627,0.00043271115],"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":[0.000023899436,0.00012890928,0.98697764,0.0026243639,0.000014365102,0.00018117594,0.00030333555,0.000015212329,0.0000036366623,0.0012768519,0.0052378667,0.0032127684],"study_design_scores_gemma":[0.0005114583,0.000019272686,0.90834934,0.0048159277,0.00019742965,0.000036404705,0.000029982253,0.0004408275,6.337444e-7,0.00033417705,0.084779255,0.00048531307],"about_ca_topic_score_codex":0.0013227932,"about_ca_topic_score_gemma":0.00035210844,"teacher_disagreement_score":0.079541385,"about_ca_system_score_codex":0.00005905745,"about_ca_system_score_gemma":0.000046494835,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W2370262556","doi":"","title":"A Behavioral Economic Analysis of Payday Lending Regulation in Canada","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic analysis; Economics; Agricultural economics","score_opus":0.010109050964702061,"score_gpt":0.22064661473595398,"score_spread":0.21053756377125193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370262556","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":[0.9851534,0.00007794069,0.00000967698,0.00002427597,0.00022474278,0.00013337916,0.00001446991,0.0000116304,0.014350483],"genre_scores_gemma":[0.9955718,0.000026933563,0.00008184574,0.000008895213,0.00005954029,3.0053e-7,0.0014690959,0.000014963867,0.0027666138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892104,0.000018147062,0.00027547323,0.00031853508,0.00028228574,0.00018454998],"domain_scores_gemma":[0.9984979,0.00002221101,0.0010155932,0.00029472838,0.00015656951,0.000012984474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018904186,0.00019608591,0.0007175375,0.0005486394,0.0000839131,0.000018906643,0.0002975997,0.00012398402,0.013605388],"category_scores_gemma":[0.000011918816,0.00026765108,0.00027132945,0.00036519862,0.00002150176,0.00078540586,0.00005788993,0.00008132436,0.0000094164225],"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":[0.00028106727,0.00007118457,0.9816901,0.0003944356,0.00034036732,0.000010295512,0.0017976095,0.0028258672,0.00034202464,0.001827366,0.0009585328,0.009461166],"study_design_scores_gemma":[0.0002855409,0.0000065379318,0.9735256,0.00009120441,0.00227737,1.7746261e-8,0.004724828,0.018077094,0.000012547004,0.00000987864,0.000754883,0.0002344964],"about_ca_topic_score_codex":0.9991098,"about_ca_topic_score_gemma":0.9998968,"teacher_disagreement_score":0.015251228,"about_ca_system_score_codex":0.0011546488,"about_ca_system_score_gemma":0.0002453649,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2384445430","doi":"","title":"An Empirical Analysis of the Impact of U.S. Household Exchange Savings on China's Economy Growth","year":2011,"lang":"en","type":"article","venue":"Journal of Anhui University of Technology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Economics; Quarter (Canadian coin); Chinese economy; Exchange rate; Sample (material); International economics; International trade; Monetary economics; Geography","score_opus":0.020138719641576583,"score_gpt":0.22377214881835011,"score_spread":0.20363342917677352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384445430","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":[0.99789757,0.000028009943,0.00005204031,0.0002840585,0.000035444315,0.00005726779,0.000006822374,0.000014364692,0.0016244251],"genre_scores_gemma":[0.99955857,0.000027735136,0.00030234415,0.000039446157,0.000036348454,3.1337972e-8,0.00000222763,0.000007338108,0.000025961504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991303,0.000019322939,0.00037702665,0.00014163327,0.0001835622,0.00014814202],"domain_scores_gemma":[0.99755496,0.000015925703,0.001629484,0.0003473408,0.00043762536,0.000014664574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147766,0.00012946075,0.0006009075,0.002433501,0.000078756624,0.000007746245,0.0008228125,0.00014500218,0.00034650226],"category_scores_gemma":[0.0000672786,0.000099471225,0.00067972083,0.002149794,0.00026109474,0.0005624773,0.00019096141,0.00020169617,0.0000018064261],"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":[0.00018158153,0.00033541044,0.9955144,0.0000308835,0.00040379463,0.0000129169985,0.00022271364,0.00010426166,0.00064840895,0.001214599,0.00095391576,0.00037712138],"study_design_scores_gemma":[0.0004199248,0.00026705046,0.9943387,0.00004846707,0.0013450901,0.000002051088,0.00033060194,0.00065141113,0.00060313,0.0014049052,0.00048953027,0.000099142046],"about_ca_topic_score_codex":0.0020599663,"about_ca_topic_score_gemma":0.00018224618,"teacher_disagreement_score":0.0018777202,"about_ca_system_score_codex":0.00006385971,"about_ca_system_score_gemma":0.00004037041,"threshold_uncertainty_score":0.40563187},"labels":[],"label_agreement":null},{"id":"W2406059893","doi":"10.1108/jfep-06-2015-0037","title":"Financial exclusion and financial capabilities in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Financial Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Finance; Financial literacy; Mainstream; Financial services; Geography of finance; Economics; Loan; Financial plan; Originality; Business; Financial analysis; Sociology; Political science; Social science","score_opus":0.006361655820556864,"score_gpt":0.19669933198965556,"score_spread":0.1903376761690987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406059893","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":[0.9960552,0.00018847159,0.000014387695,0.001595624,0.0009288873,0.0001384041,0.000024206345,0.000009445528,0.0010453817],"genre_scores_gemma":[0.9917844,0.00013382977,0.000053388714,0.0024867053,0.005337255,0.000005268321,0.0000021923906,0.00002463476,0.00017230575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976675,0.000023402936,0.0011955408,0.00031331062,0.00025750994,0.000542761],"domain_scores_gemma":[0.9985286,0.00010898266,0.0009172511,0.00022389449,0.00017417966,0.00004709171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067991763,0.0003010853,0.0007026502,0.000898736,0.00016463763,0.00008775215,0.0003712241,0.00012654945,0.00022884239],"category_scores_gemma":[0.0019778884,0.00024187304,0.0001801967,0.00036620125,0.000112720685,0.001514976,0.00018063662,0.00021349176,0.00004824787],"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":[0.00037444127,0.000060469723,0.90566534,0.00009307327,0.0000053919844,0.0001113627,0.00016100993,0.000072281386,0.00046705783,0.03982203,0.014883106,0.038284432],"study_design_scores_gemma":[0.0017165219,0.00003684961,0.886671,0.00021904736,0.00003415576,0.000020788179,0.000027892163,0.00009735824,0.00012344321,0.01716051,0.09349895,0.0003934726],"about_ca_topic_score_codex":0.64168954,"about_ca_topic_score_gemma":0.8153717,"teacher_disagreement_score":0.17368218,"about_ca_system_score_codex":0.0015286759,"about_ca_system_score_gemma":0.0047388193,"threshold_uncertainty_score":0.9863296},"labels":[],"label_agreement":null},{"id":"W2407478763","doi":"10.5539/ass.v12n6p70","title":"Risk Factors of Income Inadequacy among Thai Elderly: A National Cross-Sectional Study for 2007 and 2011","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Logistic regression; Demography; Population; Government (linguistics); Sample (material); Cross-sectional study; Population ageing; Timeline; Gerontology; Medicine; Environmental health; Geography; Sociology","score_opus":0.019946417707850148,"score_gpt":0.28915384179633213,"score_spread":0.269207424088482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407478763","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":[0.9931347,0.000004588015,0.00011117273,0.00004946794,0.000231397,0.00031406546,0.000022071607,0.000025743824,0.0061067925],"genre_scores_gemma":[0.99910575,7.170883e-7,0.000055939552,0.000035592893,0.0005247094,0.000016526383,0.0000044608055,0.000008603074,0.0002476754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982391,0.000012524136,0.00031728545,0.00036832094,0.00079275225,0.00027000683],"domain_scores_gemma":[0.99880606,0.000078510864,0.0003866803,0.00009178282,0.0006136883,0.00002326471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329961,0.00012431797,0.00017181289,0.00031683574,0.00089181407,0.00022933251,0.00030198548,0.00005237966,0.00027422933],"category_scores_gemma":[0.00064720726,0.000092097696,0.00008414449,0.00065674,0.0006669033,0.0020030118,0.00016969902,0.00005609777,0.00002215897],"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":[0.000016580021,0.00006569058,0.99102014,0.000008927714,0.000006532014,2.5028646e-7,0.00020629364,1.6551466e-7,0.000108124674,0.0060215294,0.00012280155,0.0024229519],"study_design_scores_gemma":[0.00044609664,0.000036952828,0.99240154,0.000007063474,0.000022047463,6.087341e-8,0.00021590365,0.00004708013,0.000018861898,0.0063059605,0.00036820947,0.00013021918],"about_ca_topic_score_codex":0.0013614307,"about_ca_topic_score_gemma":0.00028186134,"teacher_disagreement_score":0.005971074,"about_ca_system_score_codex":0.00008739998,"about_ca_system_score_gemma":0.00009498157,"threshold_uncertainty_score":0.6859203},"labels":[],"label_agreement":null},{"id":"W2408863500","doi":"10.1111/1467-8454.12072","title":"Optimal Intertemporal Consumption and Involuntary Memories of Consumption","year":2016,"lang":"en","type":"article","venue":"Australian Economic Papers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Consumption (sociology); Economics; Time horizon; Expected utility hypothesis; Computer science; Mathematical economics; Sociology","score_opus":0.02591444378718103,"score_gpt":0.23742875524284204,"score_spread":0.21151431145566102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408863500","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":[0.9985382,0.000030500685,0.0000028295985,0.00038844426,0.0002696173,0.0001299318,0.000015366304,0.00004076305,0.000584372],"genre_scores_gemma":[0.99810135,0.00007094993,0.00016329261,0.00019181169,0.00021971104,0.0000070507945,0.000036687026,0.000015051603,0.0011940883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990334,0.00000998633,0.00039275002,0.00028892563,0.000072188086,0.00020276467],"domain_scores_gemma":[0.9994392,0.000034745215,0.000292756,0.00018219964,0.000032432614,0.000018707815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001967502,0.00016623062,0.00025669837,0.00018982918,0.000074220334,0.000063518695,0.00012117996,0.0000675316,0.002278605],"category_scores_gemma":[0.00002551168,0.0001375408,0.00008317478,0.00004497797,0.00027336756,0.0010909699,0.00008299575,0.000045646088,0.00052024715],"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":[0.00006274692,0.000012193321,0.989955,0.00009517404,0.000025225212,0.0000022555605,0.00003895067,0.000008510748,0.0044582663,0.0019149266,0.0020724018,0.0013543173],"study_design_scores_gemma":[0.0009615626,0.00001991602,0.97506887,0.00015950132,0.00013682744,0.0000030420888,0.00009432911,0.00016773008,0.0015615924,0.0002519251,0.021259295,0.00031539166],"about_ca_topic_score_codex":0.00049620407,"about_ca_topic_score_gemma":0.00039332057,"teacher_disagreement_score":0.019186893,"about_ca_system_score_codex":0.00006196564,"about_ca_system_score_gemma":0.0000133818185,"threshold_uncertainty_score":0.99863344},"labels":[],"label_agreement":null},{"id":"W2411154357","doi":"10.5539/jpl.v9n4p43","title":"Retirement Planning Behaviour of Working Individuals and Legal Proposition for New Pension System in Malaysia","year":2016,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Pension; CLARITY; Retirement planning; Private sector; Business; Financial literacy; Private pension; Demographic economics; Actuarial science; Labour economics; Economics; Finance; Economic growth","score_opus":0.026272303266981364,"score_gpt":0.2547407036595466,"score_spread":0.22846840039256522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411154357","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":[0.99871594,0.000198297,0.00017620668,0.00027640676,0.000115233684,0.00013933016,0.0000025223508,0.000004544011,0.00037153915],"genre_scores_gemma":[0.9985946,0.000009855326,0.0006874336,0.00012820636,0.00048755275,0.0000012221167,0.0000028995953,0.000011054034,0.00007719618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989493,0.000010805806,0.0005292095,0.000107355554,0.00022787483,0.0001754637],"domain_scores_gemma":[0.99913085,0.000041692212,0.0005635203,0.00006550413,0.00017408842,0.000024336025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005080194,0.00010165499,0.00027180032,0.00024900728,0.000078264035,0.00010652368,0.000064471824,0.000049424078,0.0000073177066],"category_scores_gemma":[0.00004072874,0.00007114151,0.00006214941,0.00009886865,0.00003785584,0.00048031224,0.00005509702,0.00005787267,4.816455e-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":[0.000051934414,0.000034630015,0.68352044,0.00024475413,0.000013569229,0.000020983483,0.000077905985,0.000008820608,0.001643093,0.3135826,0.00021632064,0.0005849698],"study_design_scores_gemma":[0.006899415,0.0004526919,0.9261631,0.015308663,0.0012268306,0.000095618474,0.0011746387,0.0025043837,0.0028546778,0.013067467,0.029516272,0.0007362868],"about_ca_topic_score_codex":0.0003762296,"about_ca_topic_score_gemma":0.000032607204,"teacher_disagreement_score":0.30051512,"about_ca_system_score_codex":0.000044000884,"about_ca_system_score_gemma":0.000023539498,"threshold_uncertainty_score":0.29010668},"labels":[],"label_agreement":null},{"id":"W2412972900","doi":"10.17722/ijme.v5i3.212","title":"Exploration of Risk taking behaviors for Financial decision making in Malaysia","year":2015,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Finance; Risk analysis (engineering)","score_opus":0.03517755386653251,"score_gpt":0.3006250137623062,"score_spread":0.2654474598957737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412972900","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":[0.9539917,0.00011465412,0.04277552,0.00014758843,0.0016663368,0.00025861096,0.0000047934614,0.000011617473,0.0010291388],"genre_scores_gemma":[0.9886403,0.00008879678,0.010308982,0.00014822849,0.0007351055,0.00001140703,0.000010624537,0.000016191545,0.000040379007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976547,0.000018912813,0.0009691599,0.00020485585,0.00097637216,0.00017600128],"domain_scores_gemma":[0.9962095,0.00010323894,0.0024049713,0.00014662079,0.001121078,0.000014603706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014449295,0.0001545361,0.0002704084,0.0011769665,0.000048833383,0.00013508559,0.0006654302,0.00004972827,0.000075675845],"category_scores_gemma":[0.0010745383,0.00014993043,0.00018259406,0.00046179566,0.000034301906,0.002149665,0.00022522529,0.00012490964,0.000018327402],"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":[0.0018738057,0.00052415254,0.83950025,0.00011804478,0.00006106095,0.00020823214,0.0006741328,0.034347925,0.00012237274,0.021530807,0.004594952,0.09644425],"study_design_scores_gemma":[0.009013449,0.00021467805,0.7413595,0.0043415865,0.0007912339,0.000013830859,0.0023741024,0.05973171,0.00033019274,0.14793876,0.032901235,0.0009897382],"about_ca_topic_score_codex":0.00009388136,"about_ca_topic_score_gemma":0.000078302146,"teacher_disagreement_score":0.12640795,"about_ca_system_score_codex":0.00012669228,"about_ca_system_score_gemma":0.000030146146,"threshold_uncertainty_score":0.6113986},"labels":[],"label_agreement":null},{"id":"W2414045103","doi":"10.3138/cpp.2016-039","title":"Distributional Impacts of Canada's Tax-Free Savings Accounts","year":2017,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Agency (philosophy); Survey data collection; Demographic economics; Economics; Savings account; Public economics; Revenue; Business; Finance; Sociology","score_opus":0.012733047381098877,"score_gpt":0.2232432147974788,"score_spread":0.21051016741637993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414045103","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":[0.92506456,0.000049047572,0.0000027128212,0.029064963,0.00040286896,0.00019172224,0.0011265993,0.000028296847,0.04406923],"genre_scores_gemma":[0.99237424,0.0000032701473,0.000017546177,0.004260822,0.001740721,0.000008687216,0.00028722192,0.000025993104,0.00128152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786377,0.000007452797,0.00036873456,0.0003037329,0.0005298484,0.0009264726],"domain_scores_gemma":[0.99738735,0.000020256306,0.00056211266,0.0011789536,0.00063122547,0.00022009318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036358464,0.00023289619,0.0003084962,0.00074134953,0.0011484682,0.0008642085,0.0015366822,0.00009898187,0.0008895032],"category_scores_gemma":[0.005121217,0.00024307301,0.000118093194,0.00056959986,0.00016984687,0.0018490984,0.00032646686,0.00013607266,0.0000601931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003883851,0.00001110646,0.62013334,0.000037322177,0.000016215583,0.000018010394,0.0000067118185,5.1746434e-7,0.00002989386,0.13585702,0.2431965,0.0006894785],"study_design_scores_gemma":[0.00024949893,0.0000019196336,0.64137,0.00002452265,0.000020347477,0.0000012724862,0.0000085456295,0.00012357066,0.000012449598,0.0023633798,0.35563496,0.00018953338],"about_ca_topic_score_codex":0.9985154,"about_ca_topic_score_gemma":0.9992704,"teacher_disagreement_score":0.13349363,"about_ca_system_score_codex":0.0009597056,"about_ca_system_score_gemma":0.008110363,"threshold_uncertainty_score":0.99751276},"labels":[],"label_agreement":null},{"id":"W2425841698","doi":"10.2139/ssrn.2023481","title":"Generational Asset Pricing, Equity Puzzles, and Cyclicality","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Waterloo","funders":"","keywords":"Equity (law); Capital asset pricing model; Financial economics; Economics; Business; Asset (computer security); Econometrics; Monetary economics; Computer science; Political science","score_opus":0.0183208756574624,"score_gpt":0.2641936058784023,"score_spread":0.2458727302209399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425841698","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":[0.992457,0.0020831465,0.0013111185,0.0006748577,0.00028049853,0.00011528634,0.0000014551513,0.00004596839,0.0030306806],"genre_scores_gemma":[0.9941343,0.00026029756,0.00016314792,0.0009353515,0.0037823343,0.0000041951707,0.000038754264,0.000020667083,0.0006609512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971104,0.000030945557,0.0003757816,0.00020644505,0.00047562039,0.0018007846],"domain_scores_gemma":[0.9993117,0.000026120548,0.00029996535,0.00015625719,0.00016882432,0.000037153168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030780067,0.00018850583,0.00022077277,0.00019491282,0.0004905538,0.0003234553,0.0001884907,0.00007639424,0.00024390052],"category_scores_gemma":[0.00019075823,0.00016330282,0.00011373925,0.00033691715,0.00004868736,0.0017616752,0.00021687873,0.0007773219,0.00012486025],"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":[0.000018818962,0.00007918244,0.6213921,0.000012722463,0.0000307398,8.2285817e-7,0.000015634252,0.000006110732,0.0003282345,0.3722363,0.0010982174,0.0047811344],"study_design_scores_gemma":[0.0010606064,0.000041674404,0.6628754,0.00003331316,0.0003623366,0.00010597561,0.00018914163,0.002183317,0.000049939892,0.22746323,0.10498606,0.0006489773],"about_ca_topic_score_codex":0.00025705682,"about_ca_topic_score_gemma":0.0008195266,"teacher_disagreement_score":0.14477308,"about_ca_system_score_codex":0.0003329111,"about_ca_system_score_gemma":0.00022817713,"threshold_uncertainty_score":0.66592956},"labels":[],"label_agreement":null},{"id":"W24602422","doi":"10.2139/ssrn.540543","title":"From Location to Allocation: Taxable and Tax-Deferred Investing with Portfolio Constraints","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Taxable income; Download; Portfolio; Portfolio allocation; Computer science; Business; Finance; Accounting; World Wide Web","score_opus":0.008386187933106894,"score_gpt":0.20712651072966842,"score_spread":0.19874032279656154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24602422","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":[0.98770446,0.00039840917,0.009106273,0.0011777718,0.000090693226,0.00019774688,0.0000010810957,0.00005193996,0.0012716437],"genre_scores_gemma":[0.99653184,0.000060100643,0.0010076695,0.000972841,0.0009908803,0.00000800199,0.000037117945,0.00002740628,0.000364156],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980209,0.000010984378,0.00033856192,0.00030153678,0.00034489832,0.0009831488],"domain_scores_gemma":[0.99907273,0.000015171961,0.0003452651,0.00016517342,0.0003653962,0.00003624087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007475977,0.00019511222,0.00021191926,0.0002922818,0.0003425069,0.0003484212,0.00017893188,0.00005361344,0.00009653929],"category_scores_gemma":[0.00017305816,0.0001719084,0.000040485105,0.00079327804,0.000072898176,0.0010353286,0.00005741943,0.00047850353,0.000103318984],"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":[0.0003428741,0.000245584,0.5160557,0.00007375682,0.00028834812,0.00005394209,0.0006489814,0.005662344,0.003069561,0.44732055,0.0010206761,0.02521768],"study_design_scores_gemma":[0.0072913985,0.000418485,0.17893675,0.0011616464,0.0010832223,0.00038269322,0.0073336065,0.002119955,0.0005341375,0.7837701,0.014892714,0.0020753185],"about_ca_topic_score_codex":0.0033766737,"about_ca_topic_score_gemma":0.005055338,"teacher_disagreement_score":0.33711895,"about_ca_system_score_codex":0.00034677915,"about_ca_system_score_gemma":0.0006954835,"threshold_uncertainty_score":0.7010221},"labels":[],"label_agreement":null},{"id":"W2461747327","doi":"10.3138/cpp.2015-040","title":"Fifteen Years of Wealth Disparities in Canada: New Trends or Simply the Status Quo?","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Demographic economics; Earnings; Inequality; Status quo; Disadvantaged; Immigration; Net worth; Inheritance (genetic algorithm); Economics; Economic growth; Political science; Finance","score_opus":0.019268378579436172,"score_gpt":0.2278160268169342,"score_spread":0.20854764823749802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461747327","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":[0.91750187,0.0001431466,0.0000024411295,0.071153484,0.00024670915,0.0001833123,0.00019453104,0.000027368444,0.010547109],"genre_scores_gemma":[0.9857055,0.00005319333,0.000009401096,0.008602142,0.000767881,0.000009109394,0.00004117319,0.000024961868,0.0047866623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980092,0.000020774989,0.00039157755,0.00023354948,0.000304653,0.0010402637],"domain_scores_gemma":[0.9990083,0.00008401978,0.00019906824,0.0004059014,0.000108100554,0.00019458975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020989595,0.00016520456,0.00027404304,0.0012900602,0.00011697722,0.00013994069,0.00046977407,0.00005148787,0.0013186248],"category_scores_gemma":[0.000896868,0.00010973814,0.000065179665,0.0021146876,0.00007970511,0.0007084765,0.00008484984,0.00009171073,0.000037853937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009714903,0.000006100009,0.7225567,0.000018568368,0.000010288593,0.000015843034,0.00004407204,0.0000016619358,0.0000023909408,0.05373574,0.14032452,0.08327441],"study_design_scores_gemma":[0.00022488233,0.0000029490036,0.5630787,0.000020891282,0.0000093680865,3.3785662e-7,0.00003983292,0.00003964091,6.1616646e-7,0.00041794006,0.43606058,0.00010427575],"about_ca_topic_score_codex":0.9998873,"about_ca_topic_score_gemma":0.99997056,"teacher_disagreement_score":0.29573604,"about_ca_system_score_codex":0.0015264505,"about_ca_system_score_gemma":0.016496265,"threshold_uncertainty_score":0.99959433},"labels":[],"label_agreement":null},{"id":"W2463519257","doi":"","title":"Urban Aboriginal Individuals' Financial Behaviour and Experiences: Some Focus Group Evidence from Canada","year":2015,"lang":"en","type":"article","venue":"27th Annual Meeting","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Focus (optics); Group (periodic table); Finance; Political science; Business; Marketing","score_opus":0.014640664102471609,"score_gpt":0.2343864503543589,"score_spread":0.2197457862518873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463519257","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":[0.9965803,0.0016304934,0.000009935412,0.00022404207,0.0007663654,0.00019643072,0.000032110216,0.000083611274,0.00047672132],"genre_scores_gemma":[0.9954759,0.0000117085565,0.00052003283,0.0010010209,0.002772588,0.000047101177,0.000065291584,0.000027330634,0.000079039666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973583,0.000037207334,0.0005203256,0.0006178558,0.0008999637,0.0005663489],"domain_scores_gemma":[0.9987863,0.00010843339,0.0003860336,0.00027446068,0.0003531155,0.0000916662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071409636,0.0003267122,0.0003879074,0.00018742638,0.00037439595,0.00039032134,0.00040978298,0.000099564466,0.00008499979],"category_scores_gemma":[0.0010295578,0.00031406817,0.00006518615,0.0005787896,0.000093765644,0.0028197921,0.00025090046,0.00020716815,0.000034392593],"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":[0.00003579699,0.000029687084,0.97050565,0.000020605385,0.0000055133683,0.000053266787,0.0031274396,0.000004578156,0.000028221975,0.0006835475,0.024901427,0.000604266],"study_design_scores_gemma":[0.0011941027,0.000076422235,0.91421306,0.0007853876,0.0003201368,0.0000032380076,0.015654545,0.0009892334,0.00023528651,0.0010639628,0.064180374,0.0012842754],"about_ca_topic_score_codex":0.77042675,"about_ca_topic_score_gemma":0.33117232,"teacher_disagreement_score":0.43925443,"about_ca_system_score_codex":0.000121309706,"about_ca_system_score_gemma":0.00033515552,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2468877605","doi":"10.34989/swp-2016-24","title":"Housing and Tax-Deferred Retirement Accounts","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bank of Canada","funders":"","keywords":"Economics; Labour economics; Business; Public economics","score_opus":0.021134051923743544,"score_gpt":0.23563445740044908,"score_spread":0.21450040547670554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468877605","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":[0.97672164,0.0032939084,0.00005150198,0.00033850654,0.0045175157,0.000862079,0.00006646855,0.00035813512,0.013790226],"genre_scores_gemma":[0.99129254,0.00036858485,0.0011421392,0.002012828,0.0031418237,0.00011620589,0.0006145591,0.00017739568,0.0011339359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946246,0.00007455931,0.0014906456,0.0019991132,0.00085095654,0.0009600928],"domain_scores_gemma":[0.9960336,0.00011380862,0.0015628433,0.0014904244,0.0007081066,0.0000912248],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001036956,0.0011273202,0.0015726754,0.0010802094,0.0006655237,0.0021467872,0.0007858199,0.0006830407,0.003936111],"category_scores_gemma":[0.00046340848,0.0012681406,0.0006406722,0.0006356044,0.0004151107,0.0015859004,0.0027794722,0.0010566137,0.00057681755],"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":[0.00004061493,0.00014095695,0.98392946,0.00069632084,0.00014845285,0.00012300344,0.0001251317,0.00005238998,0.00019478363,0.00089923135,0.012737525,0.00091211597],"study_design_scores_gemma":[0.0021323664,0.000030067882,0.8855963,0.0026242866,0.0018670602,0.000026196283,0.0006831609,0.0056120763,0.00021275177,0.0016604783,0.095700935,0.0038543309],"about_ca_topic_score_codex":0.0021017268,"about_ca_topic_score_gemma":0.0021735195,"teacher_disagreement_score":0.09833319,"about_ca_system_score_codex":0.00046112953,"about_ca_system_score_gemma":0.00039322747,"threshold_uncertainty_score":0.9989768},"labels":[],"label_agreement":null},{"id":"W2472594781","doi":"10.1016/j.jmateco.2017.02.003","title":"The consumption–investment decision of a prospect theory household: A two-period model","year":2017,"lang":"en","type":"article","venue":"Journal of Mathematical Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Thompson Rivers University","funders":"","keywords":"Economics; Consumption (sociology); Loss aversion; Endowment effect; Portfolio; Endowment; Prospect theory; Asset (computer security); Autonomous consumption; Microeconomics; Investment (military); Value (mathematics); Expected utility hypothesis; Risk aversion (psychology); Public economics; Financial economics","score_opus":0.03510239654338768,"score_gpt":0.2636981760496703,"score_spread":0.2285957795062826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472594781","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":[0.99296194,0.00010195721,0.0028882772,0.00031985837,0.00017141916,0.00017417796,0.0000027792216,0.000008341418,0.003371226],"genre_scores_gemma":[0.9908984,0.000086912485,0.008114425,0.00032972114,0.0003497838,0.0000046726827,7.0728004e-7,0.000024939767,0.0001904646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984554,0.000010602495,0.0009962013,0.00013242505,0.00021840863,0.00018694127],"domain_scores_gemma":[0.99699235,0.00022239266,0.0019868356,0.00055934355,0.00021356888,0.000025529884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010464,0.00015554536,0.0004550513,0.00013260733,0.00043867965,0.00054525625,0.0006776192,0.00004921057,0.00011565001],"category_scores_gemma":[0.0009969763,0.00009968637,0.00030339547,0.000038248294,0.00023263229,0.0009211401,0.0002251681,0.00014709399,0.000072865354],"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":[0.00024507425,0.00017854052,0.012620491,0.00010496622,0.00006296042,0.000006575382,0.00008335275,0.0021886043,0.000082387836,0.98213977,0.00063125265,0.0016560061],"study_design_scores_gemma":[0.0009375242,0.000022134247,0.005947005,0.00021563965,0.00022315001,0.000014563818,0.000053362546,0.11941553,0.00007431283,0.871914,0.0010343845,0.00014833694],"about_ca_topic_score_codex":0.0000040573855,"about_ca_topic_score_gemma":0.000016034326,"teacher_disagreement_score":0.11722693,"about_ca_system_score_codex":0.000062273604,"about_ca_system_score_gemma":0.00005717687,"threshold_uncertainty_score":0.5257919},"labels":[],"label_agreement":null},{"id":"W2475595677","doi":"10.1920/ps.ifs.2024.0751","title":"Taxation of private pensions","year":2014,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Private pension; Quarter (Canadian coin); Work (physics); Economics; Corporation; Labour economics; Income tax; Business; Actuarial science; Finance; Public economics; Engineering","score_opus":0.03519097221005407,"score_gpt":0.2629513521737794,"score_spread":0.22776037996372533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475595677","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3591038,0.00021905673,0.00047084928,0.00021871887,0.0023481175,0.0007952236,0.000012285111,0.00030267556,0.63652927],"genre_scores_gemma":[0.9734302,0.00016561014,0.00073223014,0.0005766342,0.00352997,0.000021035563,0.0012431659,0.0000921787,0.020208957],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709165,0.000012592731,0.0009178426,0.0004665011,0.0012391403,0.00027224363],"domain_scores_gemma":[0.99471843,0.0000460809,0.0028101562,0.00066370587,0.0017502458,0.000011366362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009984504,0.00034472873,0.0007538003,0.0007902209,0.00013050566,0.00012396356,0.00033222462,0.00026769278,0.0034847383],"category_scores_gemma":[0.0016865955,0.0002936572,0.00037705168,0.00074638904,0.00005845304,0.00047966908,0.00032421423,0.00020236438,0.0008551051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020178546,0.00012140626,0.7010198,0.001555865,0.00006274341,0.000008987561,0.000011246696,0.00003341599,0.00042832593,0.030350573,0.26384518,0.002542237],"study_design_scores_gemma":[0.0001625986,0.000007056279,0.21555151,0.0003294868,0.0005029362,0.0000010329,0.000005373565,0.000939355,0.000055910445,0.0011603839,0.78089297,0.00039140176],"about_ca_topic_score_codex":0.0076853596,"about_ca_topic_score_gemma":0.000875266,"teacher_disagreement_score":0.6163203,"about_ca_system_score_codex":0.00007032189,"about_ca_system_score_gemma":0.00013309896,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W2488756119","doi":"10.1093/acprof:oso/9780199549108.003.0005","title":"Chapter 5 The Role of Individual Retirement Accounts in US Retirement Planning","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health and Retirement Study; Demographic economics; Work (physics); Retirement planning; Retirement age; Economics; Actuarial science; Gerontology; Medicine; Geography; Finance; Pension; Engineering","score_opus":0.027060875555604488,"score_gpt":0.22360569161839658,"score_spread":0.1965448160627921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488756119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06800218,0.0019677794,0.0000028036577,0.00016909734,0.0003906697,0.0010989752,0.000028468228,0.000107003936,0.928233],"genre_scores_gemma":[0.924401,0.00058927975,0.00017201899,0.0027261286,0.0017290249,0.000060333405,0.00050560216,0.000229077,0.06958754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523455,0.000012634271,0.0014599181,0.0008328626,0.0018769003,0.00058314827],"domain_scores_gemma":[0.99728256,0.00006253009,0.0013007642,0.0009337386,0.00039607548,0.000024298131],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008369104,0.00078233884,0.00094512885,0.0010316806,0.00027777677,0.00021665564,0.0010909068,0.00037129287,0.0044113635],"category_scores_gemma":[0.00006128473,0.00060832396,0.00043022988,0.00025448532,0.00023477261,0.00064945273,0.00091903296,0.00058658165,0.0005006424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032590085,0.0002413837,0.5617797,0.00042614297,0.0003664014,0.00020131547,0.0008704755,0.00018695563,0.0001686676,0.40386963,0.017575994,0.013987471],"study_design_scores_gemma":[0.000815121,0.000046260586,0.07529577,0.0012082894,0.0005497974,0.0000026558323,0.0001660079,0.0007287163,0.000089302026,0.00622855,0.9136574,0.0012121086],"about_ca_topic_score_codex":0.00093956775,"about_ca_topic_score_gemma":0.00046715292,"teacher_disagreement_score":0.89608145,"about_ca_system_score_codex":0.00012888707,"about_ca_system_score_gemma":0.000053014533,"threshold_uncertainty_score":0.9996368},"labels":[],"label_agreement":null},{"id":"W2489021623","doi":"10.1057/9781137396112_2","title":"Pension Privatization and Economic Development in Central Eastern European Pension Reform","year":2014,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pension system; Politics; Private pension; Economics; Economic policy; Quarter (Canadian coin); Economic transformation; Economic system; Business; Political science; Finance; Geography","score_opus":0.015963564082794434,"score_gpt":0.19945112818637653,"score_spread":0.1834875641035821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489021623","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17909174,0.00014406723,0.000056480832,0.000038209455,0.0004351037,0.00071328017,0.0000050997014,0.00011710194,0.81939894],"genre_scores_gemma":[0.9930806,0.000042147607,0.00022924191,0.0004607314,0.00088754797,0.000007220921,0.00051787775,0.00014956178,0.0046250387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972498,0.000023896822,0.0009860665,0.00084478286,0.00038495442,0.0005105123],"domain_scores_gemma":[0.9984926,0.000023394372,0.00077877217,0.00051233463,0.0001441046,0.000048797203],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005524439,0.0006577028,0.0006806734,0.000802082,0.00021741036,0.00027024504,0.00030490357,0.000217112,0.00034339586],"category_scores_gemma":[0.000029994502,0.00063120626,0.00014603282,0.000038817456,0.00008669197,0.000011004439,0.0006213834,0.0002675703,0.0009611279],"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":[0.00012658698,0.0000016527433,0.12911364,0.0004367286,0.000043857992,0.0000908638,0.00028084446,0.000017813625,0.00016430997,0.8403107,0.000057853882,0.029355172],"study_design_scores_gemma":[0.0035027724,0.000078790115,0.60916436,0.0036053574,0.00051979476,0.000020557554,0.00006629269,0.009099138,0.00015878648,0.21862306,0.15096547,0.0041956054],"about_ca_topic_score_codex":0.00054805767,"about_ca_topic_score_gemma":0.0028024444,"teacher_disagreement_score":0.8147739,"about_ca_system_score_codex":0.0003357553,"about_ca_system_score_gemma":0.00004971322,"threshold_uncertainty_score":0.9998167},"labels":[],"label_agreement":null},{"id":"W2489250579","doi":"","title":"Medicare Health Accounts: A New Policy Option to Help Adults Save for Health Care Expenses Not Covered by Medicare","year":2005,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Quarter (Canadian coin); Actuarial science; Medicine; Economics; Economic growth","score_opus":0.013776535001465622,"score_gpt":0.2990048367461729,"score_spread":0.28522830174470726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489250579","genre_codex":"commentary","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":[0.35224167,0.007211204,0.011330008,0.6078661,0.0019350095,0.010492092,0.001243632,0.0017792896,0.0059009697],"genre_scores_gemma":[0.811065,0.00019290256,0.003676455,0.17385973,0.0066552833,0.00014085232,0.002544451,0.0000928794,0.0017724269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996089,0.00003139064,0.001002347,0.00083670387,0.0010766273,0.00096392067],"domain_scores_gemma":[0.9978966,0.000076001976,0.0006145805,0.00054388895,0.00064838614,0.00022051731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050819915,0.00045349853,0.00074746506,0.00067617086,0.00055158423,0.0003056105,0.00050431147,0.00014955776,0.00076488557],"category_scores_gemma":[0.0007313234,0.00041829285,0.00024956287,0.0011112466,0.000041370145,0.0012167925,0.00023827351,0.00015556025,0.00036336866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038930838,0.00010059003,0.00520577,0.0006649683,0.000027819571,0.0000012846976,0.0028463579,0.000030439442,0.000042838703,0.004475542,0.87121785,0.11499725],"study_design_scores_gemma":[0.0026440672,0.00017493672,0.005664445,0.0006103072,0.000052927877,0.0000010735371,0.00486431,0.0011787097,0.000090332964,0.00010406028,0.9840028,0.00061201927],"about_ca_topic_score_codex":0.03424457,"about_ca_topic_score_gemma":0.019054351,"teacher_disagreement_score":0.45882335,"about_ca_system_score_codex":0.0007764319,"about_ca_system_score_gemma":0.0007407854,"threshold_uncertainty_score":0.9998269},"labels":[],"label_agreement":null},{"id":"W2499510941","doi":"10.1093/acprof:oso/9780199594849.001.0001","title":"Securing Lifelong Retirement Income","year":2011,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longevity; Longevity risk; Business; Population ageing; Government (linguistics); Risk management; Life expectancy; Annuity; Life insurance; Population; Actuarial science; Public economics; Economics; Pension; Finance; Life annuity","score_opus":0.022652957619364974,"score_gpt":0.18603565554074628,"score_spread":0.1633826979213813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499510941","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005510854,0.00007335071,0.000028897945,0.000009860232,0.0005009961,0.00055834657,0.00002201702,0.00033094382,0.99296474],"genre_scores_gemma":[0.006337304,0.00007333479,0.00017910772,0.0003155253,0.0014212733,0.0000029103887,0.00023524437,0.000108999055,0.9913263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974731,0.000023399949,0.0004505821,0.00082491554,0.0006508757,0.00057711254],"domain_scores_gemma":[0.99787164,0.000031562646,0.00081580336,0.00085275254,0.00037922076,0.000049003458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026924378,0.0006437918,0.00070522306,0.00078955817,0.00048712897,0.00023856373,0.0010945947,0.00043526036,0.00041499364],"category_scores_gemma":[0.000026452472,0.0007479415,0.00046331374,0.000088829634,0.0001622381,0.00076388934,0.0015466362,0.0005494885,0.000049901744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004001609,0.0000953741,0.012361468,0.0016648321,0.00030281622,0.00068098697,0.00032813541,0.000013018811,0.000021037318,0.91807556,0.06356718,0.0024894555],"study_design_scores_gemma":[0.0005502014,0.00001575535,0.0011000461,0.0005447767,0.0007369664,8.306783e-7,0.000020502088,0.00020136048,0.00002407553,0.0012329306,0.99475783,0.00081472937],"about_ca_topic_score_codex":0.0007600332,"about_ca_topic_score_gemma":0.00023550037,"teacher_disagreement_score":0.93119067,"about_ca_system_score_codex":0.0003820969,"about_ca_system_score_gemma":0.00012545791,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W2501963002","doi":"10.2139/ssrn.2815092","title":"Banking the Unbanked? Evidence from Three Countries","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Unbanked; Business; Financial system; Financial inclusion; Financial services; Finance","score_opus":0.014207883369041422,"score_gpt":0.22105360984170355,"score_spread":0.20684572647266214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501963002","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":[0.9814065,0.005345135,0.0050546178,0.0068582734,0.0004949872,0.00015850506,0.0000018323758,0.00007566062,0.0006044822],"genre_scores_gemma":[0.9928582,0.002034244,0.00003244466,0.0010316783,0.0032351865,0.000006524414,0.0000030583737,0.000032153388,0.0007665615],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996895,0.000031347543,0.00043047895,0.0003061389,0.0006569705,0.001680059],"domain_scores_gemma":[0.99855125,0.00026634353,0.0004619134,0.00037655962,0.00033052152,0.000013411181],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022941916,0.00023846407,0.00024490897,0.00017710938,0.0007356882,0.00050007534,0.00078784337,0.000067822846,0.0011405548],"category_scores_gemma":[0.0004411495,0.00012606334,0.00020277136,0.00045170737,0.00011825649,0.002207013,0.00017628947,0.0006685469,0.00086090225],"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":[0.00009497875,0.000016988488,0.78489476,0.000007073196,0.00007673757,0.0000068121976,0.000043442855,0.0000064237884,0.0006966048,0.20256162,0.0012099296,0.010384602],"study_design_scores_gemma":[0.00071645837,0.000036489193,0.18250114,0.0005212386,0.0003823276,0.000020219723,0.00020280549,0.00038904673,0.00007753251,0.7653438,0.049357146,0.00045180955],"about_ca_topic_score_codex":0.0012515602,"about_ca_topic_score_gemma":0.0140224965,"teacher_disagreement_score":0.6023936,"about_ca_system_score_codex":0.00045090093,"about_ca_system_score_gemma":0.0004508663,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W250283516","doi":"10.2139/ssrn.2580420","title":"Optimal Purchasing of Deferred Income Annuities When Payout Yields are Mean-Reverting","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Mean reversion; Economics; Actuarial science; Purchasing; Econometrics; Operations management","score_opus":0.021900069814265264,"score_gpt":0.23251346791595315,"score_spread":0.2106133981016879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W250283516","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":[0.9947137,0.0017393938,0.0013573571,0.00037719973,0.00028338865,0.00012540465,0.0000016229803,0.00006243973,0.0013394761],"genre_scores_gemma":[0.99716926,0.000086951164,0.0004010375,0.00022983506,0.0013052439,0.0000033493786,0.000010724231,0.00004478973,0.00074881857],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965553,0.00004294587,0.00074545643,0.00027634625,0.0007141213,0.0016657859],"domain_scores_gemma":[0.997987,0.00003786349,0.0009756148,0.00025583195,0.0007060982,0.00003763074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026541092,0.00027805273,0.0004835739,0.00051666587,0.00029230435,0.00027848443,0.0004824045,0.000109647604,0.00008220487],"category_scores_gemma":[0.00053380016,0.000250653,0.00025672116,0.0005145236,0.000075331445,0.0016428329,0.0002222639,0.00096890476,0.00006157975],"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":[0.00031972234,0.00014371033,0.94098973,0.00012018527,0.00020247411,0.000026611431,0.0014259986,0.0014675804,0.00038858285,0.047708612,0.00092573167,0.0062810318],"study_design_scores_gemma":[0.009355435,0.00070186076,0.12776834,0.0022302377,0.0023689915,0.00040745985,0.060009174,0.029648855,0.0007861339,0.73158437,0.03134456,0.0037945723],"about_ca_topic_score_codex":0.0008784154,"about_ca_topic_score_gemma":0.0017947155,"teacher_disagreement_score":0.81322145,"about_ca_system_score_codex":0.00046558614,"about_ca_system_score_gemma":0.0005477351,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W2509145628","doi":"","title":"The Impact of the Hope Growing Account Program on Participants’ Household Earned Income in South Korea","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Government (linguistics); Asset (computer security); Demographic economics; Income Support; Low income; Economics; Household income; Estimation; Labour economics; Business; Economic growth; Public economics; Geography","score_opus":0.018573522039797678,"score_gpt":0.25844474721663846,"score_spread":0.23987122517684079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509145628","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":[0.99847126,0.00022860005,0.000008788719,0.0005657562,0.00014049259,0.00030013762,0.0000015419215,0.000034943598,0.00024845224],"genre_scores_gemma":[0.9989088,0.00017212216,0.0000038363155,0.00011358922,0.00050276436,0.00001825312,0.0000010593727,0.000036139812,0.00024342608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658597,0.00006848779,0.0005657959,0.00023159743,0.00054153975,0.002006607],"domain_scores_gemma":[0.99873245,0.00009230483,0.0006056201,0.00040763925,0.00014330703,0.00001867423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028070782,0.00023744744,0.00028470327,0.0002447999,0.00042487003,0.0002515049,0.00069912523,0.00006736851,0.000030224282],"category_scores_gemma":[0.00042254396,0.00010095026,0.00039408612,0.0008987862,0.00010704314,0.00087430025,0.00016738316,0.0007720066,0.000039915416],"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":[0.00022099089,0.00015687861,0.96476316,0.00000766698,0.000082631144,0.00000278606,0.00007898866,0.00016295158,0.000678156,0.019683711,0.000059011556,0.014103071],"study_design_scores_gemma":[0.0014596834,0.00018082984,0.9603839,0.00030022432,0.00012775746,0.000005488603,0.00035063762,0.00053822435,0.00012978603,0.035280246,0.00095400936,0.0002892058],"about_ca_topic_score_codex":0.00070253917,"about_ca_topic_score_gemma":0.0016318591,"teacher_disagreement_score":0.015596534,"about_ca_system_score_codex":0.0006306668,"about_ca_system_score_gemma":0.0004916297,"threshold_uncertainty_score":0.4116632},"labels":[],"label_agreement":null},{"id":"W2510483439","doi":"","title":"Implementation of the 2004 Pension Reform Act in Federal Tertiary Institutions in the South East States, Nigeria","year":2016,"lang":"en","type":"article","venue":"Journals & Books Hosting (International Knowledge Sharing Platform)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abia; Pension; Payment; Work (physics); Population; State (computer science); Economic growth; Business; Political science; Public administration; Economics; Finance; Local government; Sociology","score_opus":0.047140921405083844,"score_gpt":0.3065239329206453,"score_spread":0.2593830115155614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510483439","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":[0.99098104,0.000108904904,0.000049813643,0.0009259533,0.0006322908,0.00032961753,0.000014578111,0.000026290847,0.006931533],"genre_scores_gemma":[0.998432,0.00001761181,0.000055044402,0.00044433647,0.00060275703,0.00002025324,0.000036408575,0.000022149858,0.00036947956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976294,0.000024226947,0.001045078,0.0003160283,0.0006068712,0.00037836903],"domain_scores_gemma":[0.9984176,0.00007601152,0.00081337435,0.0002932656,0.00038192465,0.000017831428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015444966,0.00024042279,0.00025688004,0.0006681097,0.00039365835,0.0003785839,0.00084086816,0.00007002906,0.00029194917],"category_scores_gemma":[0.0003005791,0.00013467281,0.00019475906,0.00052886014,0.00006959665,0.0019649114,0.00043394536,0.000301418,0.000053015156],"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":[0.000043133146,0.00006869809,0.99135786,0.000032260497,0.00001588807,0.000010530365,0.0014182406,0.00009941521,0.0014282967,0.0028522047,0.00030694337,0.002366505],"study_design_scores_gemma":[0.0013742785,0.000010238314,0.98638153,0.0014798718,0.00002877417,0.00001362929,0.0014879064,0.0018865777,0.00027286803,0.0030950431,0.0037195256,0.00024973977],"about_ca_topic_score_codex":0.001851756,"about_ca_topic_score_gemma":0.013071192,"teacher_disagreement_score":0.011219436,"about_ca_system_score_codex":0.00048170384,"about_ca_system_score_gemma":0.00013010325,"threshold_uncertainty_score":0.72940326},"labels":[],"label_agreement":null},{"id":"W2521906450","doi":"","title":"Variation in Adult Day Services Center Participant Characteristics, by Center Ownership: United States, 2014.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Center (category theory); Demography; Gerontology; Geography","score_opus":0.02685815149938765,"score_gpt":0.21288741212766923,"score_spread":0.1860292606282816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521906450","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":[0.9967281,0.0000379468,0.000026778387,0.0011703792,0.0006221132,0.0005621948,0.00006285091,0.00010669738,0.00068294577],"genre_scores_gemma":[0.9904586,0.000027581431,0.000017408418,0.004578864,0.0005334595,0.00027771093,0.003520408,0.000034324054,0.0005516559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790734,0.000057106885,0.00058528525,0.00039303227,0.0004240312,0.0006332028],"domain_scores_gemma":[0.99875826,0.000026955882,0.000396834,0.00029842145,0.00046128329,0.000058245932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093078584,0.00024066062,0.00031432268,0.00044303876,0.00006884511,0.00037286602,0.0002753538,0.00008512386,0.00010601366],"category_scores_gemma":[0.00022247068,0.00021095277,0.000063408406,0.000714816,0.00003578575,0.0012314264,0.00015637353,0.00013405988,0.00034679318],"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":[0.00009985709,0.00029516598,0.9765729,0.00010293645,0.000021381245,0.000010088385,0.0004410336,0.00001503983,0.0000105517,0.00046973128,0.0202428,0.0017185599],"study_design_scores_gemma":[0.0011915327,0.0000037241448,0.8266081,0.000038600698,0.000080781865,2.1056415e-7,0.00012750542,0.009098185,0.0000062625377,0.00018495414,0.16238658,0.0002735281],"about_ca_topic_score_codex":0.00387584,"about_ca_topic_score_gemma":0.0009382348,"teacher_disagreement_score":0.14996473,"about_ca_system_score_codex":0.000097890304,"about_ca_system_score_gemma":0.000010177036,"threshold_uncertainty_score":0.86024046},"labels":[],"label_agreement":null},{"id":"W2521973354","doi":"10.5539/ijef.v8n10p159","title":"Payment Persistence of Participants in Turkish Private Pension Scheme and Gender Differences","year":2016,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Marital status; Payment; Turkish; Demographic economics; Private pension; Persistence (discontinuity); Pension; Economics; Demography; Business; Actuarial science; Finance; Sociology","score_opus":0.049162733420783165,"score_gpt":0.2425913653919917,"score_spread":0.19342863197120852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521973354","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":[0.9988756,0.0002310738,0.000012831929,0.0005106645,0.00022380489,0.00003322165,0.000002776867,9.7855e-7,0.00010902332],"genre_scores_gemma":[0.9972921,0.002058464,0.00031666824,0.0001468819,0.00014599603,9.3698003e-7,7.084832e-7,0.0000041867324,0.000034072615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927175,0.0000044148455,0.0004184834,0.000121225705,0.00008350686,0.000100598874],"domain_scores_gemma":[0.9992044,0.000041220515,0.00052430655,0.000054950397,0.00016742012,0.000007693731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346764,0.00007710933,0.00019067217,0.00017208795,0.000021727197,0.00005451706,0.0001489689,0.0000252243,0.00002511035],"category_scores_gemma":[0.00009540525,0.000055268618,0.000046726967,0.000044275566,0.000060475682,0.000627254,0.000102132704,0.0000400525,0.0000024217372],"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":[0.00009254381,0.000043091823,0.9679046,0.000012560682,0.000019633042,0.00000857271,0.00006910014,0.00003475286,0.0006439174,0.026426094,0.000033287728,0.0047118412],"study_design_scores_gemma":[0.00076353876,0.000019332201,0.97903466,0.00019393158,0.000018664685,0.0000036327665,0.000030762763,0.006634238,0.00017224983,0.009905477,0.003121504,0.00010198404],"about_ca_topic_score_codex":0.000037400812,"about_ca_topic_score_gemma":0.000040347444,"teacher_disagreement_score":0.016520616,"about_ca_system_score_codex":0.000025536658,"about_ca_system_score_gemma":0.000013224094,"threshold_uncertainty_score":0.22537889},"labels":[],"label_agreement":null},{"id":"W2523073545","doi":"","title":"Mandatory Financial Education as Prerequisite to Personal Insolvency Relief: The North American Experience","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Mandate; Insolvency; Financial distress; Finance; Empirical evidence; Business; Going concern; Financial management; Economics; Actuarial science; Accounting; Political science; Financial system; Audit; Law","score_opus":0.005222041318182565,"score_gpt":0.22805748266543285,"score_spread":0.22283544134725028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523073545","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":[0.9953622,0.00033909894,0.00036647974,0.0022317097,0.00038869586,0.00020394086,0.000001246063,0.000038494814,0.0010680885],"genre_scores_gemma":[0.9908798,0.000376595,0.000038165046,0.003708886,0.0026375372,0.000033786644,0.000006334062,0.000028128754,0.002290792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972655,0.000030817282,0.00037859217,0.0003520991,0.0005463981,0.0014265974],"domain_scores_gemma":[0.99891603,0.000031959524,0.00040721177,0.00027532663,0.00033201868,0.00003747921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628908,0.00022860084,0.00021525995,0.0002899263,0.00062515173,0.00021367811,0.0005668467,0.00003350327,0.00023620689],"category_scores_gemma":[0.0004003651,0.00014078774,0.00016579604,0.00095603894,0.00011540038,0.0011206282,0.0001387204,0.0005264653,0.0006903051],"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":[0.00018597954,0.00014201834,0.84084255,0.000008764186,0.000023411638,0.0000037182492,0.0006027231,0.000003205417,0.00036114652,0.058001656,0.0031637317,0.09666112],"study_design_scores_gemma":[0.00050794147,0.00020530731,0.77598655,0.00010813243,0.00011933733,0.0000474023,0.001384459,0.000050421375,0.000027023243,0.020960027,0.20004214,0.0005612273],"about_ca_topic_score_codex":0.0007988483,"about_ca_topic_score_gemma":0.0051996233,"teacher_disagreement_score":0.1968784,"about_ca_system_score_codex":0.00054232543,"about_ca_system_score_gemma":0.0014514009,"threshold_uncertainty_score":0.88727057},"labels":[],"label_agreement":null},{"id":"W2526265550","doi":"10.1257/app.20150149","title":"The Impact of High School Financial Education: Evidence from a Large-Scale Evaluation in Brazil","year":2016,"lang":"en","type":"article","venue":"American Economic Journal Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Scale (ratio); Finance; Control (management); Business; Psychology; Economics; Geography; Management; Cartography","score_opus":0.009501170727606317,"score_gpt":0.25788963085185307,"score_spread":0.24838846012424676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526265550","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":[0.9976147,0.00012861712,0.000077915654,0.0006342089,0.00040350913,0.00026840952,0.000015718546,0.000010453332,0.0008465032],"genre_scores_gemma":[0.9969211,0.00050659146,0.0002808962,0.00041325027,0.0017506133,0.000041083254,0.00001357644,0.00002603024,0.00004684951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982424,0.00002787541,0.0009156044,0.00034773536,0.000101414764,0.0003649634],"domain_scores_gemma":[0.9976615,0.00022633927,0.0015431121,0.00039314828,0.00013456211,0.000041340074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001410225,0.00022025524,0.00045973354,0.00028582138,0.00022365882,0.0002536043,0.00049737585,0.000049045386,0.0010983883],"category_scores_gemma":[0.00023715738,0.00015392985,0.00022292427,0.00020810157,0.000159892,0.0012768899,0.00012882748,0.00016222241,0.00055057305],"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":[0.00031873886,0.0000877131,0.8893594,0.0000037967898,0.00004192188,2.7574586e-7,0.000075049466,0.0035419115,0.00021564675,0.0033077083,0.004172816,0.098875016],"study_design_scores_gemma":[0.00088620884,0.000024384926,0.9643988,0.00007653889,0.000073752155,0.000001707936,0.00023200836,0.0034322399,0.000050752544,0.028360903,0.002196631,0.0002660687],"about_ca_topic_score_codex":0.00604927,"about_ca_topic_score_gemma":0.0036318284,"teacher_disagreement_score":0.09860895,"about_ca_system_score_codex":0.0010866742,"about_ca_system_score_gemma":0.0009402113,"threshold_uncertainty_score":0.99981475},"labels":[],"label_agreement":null},{"id":"W2526932789","doi":"","title":"The Gamma Factor and the Value of Financial Advice","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset (computer security); Advice (programming); Value (mathematics); Business; Finance; Causality (physics); Actuarial science; Economics; Statistics","score_opus":0.017256382386329212,"score_gpt":0.26912413914669636,"score_spread":0.25186775676036716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526932789","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":[0.9552786,0.00042106217,0.0000015310201,0.0016276937,0.00055184163,0.00096149027,0.000028072936,0.000031815354,0.041097928],"genre_scores_gemma":[0.9915644,0.004577829,0.00004564996,0.00028598402,0.0012169295,0.00013072933,0.000019684097,0.000047398164,0.0021114207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974588,0.00014527833,0.0007853732,0.0006213449,0.0003999161,0.000589251],"domain_scores_gemma":[0.9969431,0.0011512504,0.0005574132,0.0009964792,0.00033008578,0.000021653923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031594522,0.00029207853,0.0005690822,0.0003666863,0.00045016428,0.00038529135,0.0010308361,0.00024331374,0.00009086237],"category_scores_gemma":[0.0023176307,0.00017051975,0.0002558267,0.00022746452,0.000901515,0.00027228688,0.0023203082,0.0007930034,0.000024571737],"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":[0.0019070745,0.00016453584,0.46024686,0.0010181218,0.00016202219,0.000022216012,0.0005769584,0.0004930858,0.00014008519,0.20515956,0.0017489792,0.3283605],"study_design_scores_gemma":[0.0034065167,0.000030721083,0.52203107,0.0009096608,0.00012039022,0.0000017804354,0.0003176047,0.0330273,0.00006241389,0.0738236,0.3653551,0.00091387646],"about_ca_topic_score_codex":0.0006785024,"about_ca_topic_score_gemma":0.001020705,"teacher_disagreement_score":0.36360613,"about_ca_system_score_codex":0.00016238721,"about_ca_system_score_gemma":0.00023341943,"threshold_uncertainty_score":0.69535935},"labels":[],"label_agreement":null},{"id":"W2530475519","doi":"","title":"Difficultés financières et persévérance aux études postsecondaires : un état de la question","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02522785347141004,"score_gpt":0.30266357593402154,"score_spread":0.2774357224626115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530475519","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":[0.9144458,0.0021943527,0.00000465888,0.0012709893,0.0006619428,0.0008955176,0.00004092362,0.00011513871,0.080370665],"genre_scores_gemma":[0.967711,0.022058267,0.0012592856,0.0006397122,0.0008736892,0.0002694184,0.00030154144,0.00017671539,0.006710377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937903,0.00086875225,0.0013769446,0.0017837767,0.0005690087,0.0016112075],"domain_scores_gemma":[0.99614096,0.00092271564,0.0007599769,0.0012969954,0.00076410576,0.00011526519],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007106334,0.0008656903,0.0011489688,0.0011938567,0.0006687478,0.0011114136,0.0014329354,0.0009506225,0.0014687818],"category_scores_gemma":[0.0027159806,0.00096541503,0.0006008017,0.0006187949,0.0010193416,0.0013667758,0.0020370781,0.0024795409,0.00025413392],"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":[0.00046790764,0.00095257006,0.64856213,0.0014019008,0.00017170854,0.0002109202,0.0012283275,0.004533772,0.00055725157,0.24074721,0.0004798249,0.10068646],"study_design_scores_gemma":[0.0010704846,0.00006807746,0.7748466,0.001905875,0.00013832976,0.000012599953,0.000673779,0.011900197,0.00014687373,0.013718813,0.19426408,0.0012542543],"about_ca_topic_score_codex":0.0057764286,"about_ca_topic_score_gemma":0.005134064,"teacher_disagreement_score":0.2270284,"about_ca_system_score_codex":0.0012611764,"about_ca_system_score_gemma":0.00088611146,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W2548731149","doi":"10.1080/13603116.2016.1252430","title":"Inclusive financial literacy education for inspiring a critical financial consciousness: an experiment in partnership with marginalised youth","year":2016,"lang":"en","type":"article","venue":"International Journal of Inclusive Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University","keywords":"Financial literacy; General partnership; Consciousness; Critical consciousness; Sociology; Consciousness raising; Pedagogy; Psychology; Finance; Political science; Business","score_opus":0.014312714908199338,"score_gpt":0.32999711084772027,"score_spread":0.3156843959395209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548731149","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":[0.99048275,0.00015719901,0.0012572401,0.004567152,0.0025347702,0.0004165698,0.0000140067705,0.000018189388,0.0005521426],"genre_scores_gemma":[0.98849267,0.000012072656,0.0026450946,0.002988955,0.005545629,0.000096378695,0.000096656775,0.000031976168,0.000090581765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976539,0.000052131843,0.00089052366,0.00035473687,0.0007540642,0.00029466746],"domain_scores_gemma":[0.99377316,0.00019247187,0.00093342335,0.0001957212,0.0048491964,0.00005605182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068058865,0.00026826613,0.0003450534,0.0012130995,0.00020141115,0.0003091653,0.0005874624,0.0001059467,0.00014521572],"category_scores_gemma":[0.0027490142,0.00020602303,0.00015252006,0.00043650236,0.00012132425,0.0036696247,0.00016946079,0.00016117898,0.000015837968],"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":[0.0077766385,0.0072550597,0.61135167,0.00028910098,0.00010045605,0.00007927391,0.01804166,0.00013642084,0.010254443,0.22805241,0.0071861595,0.10947673],"study_design_scores_gemma":[0.01989843,0.0016399478,0.5842989,0.014203713,0.0010981115,0.00020164697,0.018559663,0.0013398457,0.011318324,0.18227553,0.16140538,0.0037604908],"about_ca_topic_score_codex":0.00029525868,"about_ca_topic_score_gemma":0.0002670283,"teacher_disagreement_score":0.15421923,"about_ca_system_score_codex":0.00075244677,"about_ca_system_score_gemma":0.0022178723,"threshold_uncertainty_score":0.84013754},"labels":[],"label_agreement":null},{"id":"W2551166892","doi":"10.5539/ijef.v8n12p95","title":"Credit Card Rates and Consumer Switch: New Evidence","year":2016,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credit card; Irrationality; Credit card interest; Economics; Interest rate; ATM card; Credit history; Monetary economics; Actuarial science; Finance; Payment","score_opus":0.026985276823700003,"score_gpt":0.24534612648458337,"score_spread":0.21836084966088337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551166892","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":[0.9936684,0.0016025236,0.00006866739,0.0037104653,0.00069889164,0.00003221424,0.000003893369,0.0000027370222,0.0002122547],"genre_scores_gemma":[0.9868664,0.010245466,0.00037130673,0.0006531982,0.0013756007,6.34472e-7,0.0000010015041,0.000007875491,0.00047851316],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993171,0.0000031796978,0.00036396968,0.00013877408,0.00008140502,0.00009554984],"domain_scores_gemma":[0.99902105,0.000088410256,0.0005043993,0.00006906619,0.00030462822,0.000012414787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024339929,0.00009588032,0.00018320077,0.0001642691,0.000041858715,0.00019632994,0.00019848585,0.000031312575,0.00006284787],"category_scores_gemma":[0.00020281353,0.000070957634,0.000058288428,0.000043424487,0.000055008422,0.001500332,0.000099270896,0.00005068656,0.000026388074],"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":[0.00033075563,0.000035477857,0.80978703,0.00001713627,0.000107172214,0.00004530356,0.000064076,0.00012992682,0.00054236554,0.09836447,0.012558666,0.07801763],"study_design_scores_gemma":[0.0017637779,0.000045005094,0.32738662,0.0007529712,0.00011017625,0.00006219245,0.00002497076,0.003571799,0.00031822707,0.035501573,0.63008773,0.00037494503],"about_ca_topic_score_codex":0.00016990617,"about_ca_topic_score_gemma":0.00008019538,"teacher_disagreement_score":0.6175291,"about_ca_system_score_codex":0.000029212852,"about_ca_system_score_gemma":0.00004208574,"threshold_uncertainty_score":0.28935683},"labels":[],"label_agreement":null},{"id":"W2553192765","doi":"10.2139/ssrn.2871296","title":"Limited Marital Commitment and Household Portfolios","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Alberta","funders":"","keywords":"Portfolio; Economics; Consumption (sociology); Asset (computer security); Bargaining power; Panel Study of Income Dynamics; Marital status; Risk aversion (psychology); Pension; Demographic economics; Microeconomics; Expected utility hypothesis; Financial economics; Finance","score_opus":0.010671559857107615,"score_gpt":0.19741167503027096,"score_spread":0.18674011517316336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553192765","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":[0.99531263,0.0009908666,0.00029835282,0.0013428621,0.00020668031,0.00014635394,0.0000021619646,0.00008142677,0.001618653],"genre_scores_gemma":[0.99440694,0.0012287612,0.000038821574,0.0007316511,0.0011258589,0.0000051613683,0.000007275523,0.000037029586,0.0024184762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974636,0.00001693509,0.00037196063,0.0002659067,0.00036374957,0.0015178389],"domain_scores_gemma":[0.99929684,0.000031541895,0.00029995252,0.00021050662,0.00013464845,0.000026516978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123865,0.0002205932,0.00024400656,0.00036449675,0.0003066235,0.0002328808,0.00023948083,0.00006942018,0.00016136863],"category_scores_gemma":[0.0000965659,0.00015003409,0.00013650434,0.00035106365,0.000060095987,0.0011006679,0.00014636069,0.00046799504,0.00011690366],"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":[0.000094658186,0.000107859545,0.7849744,0.000014399549,0.00008968156,0.00002321721,0.000011536241,0.0000017271834,0.0009373935,0.18633276,0.002993833,0.024418522],"study_design_scores_gemma":[0.0051888013,0.00025469088,0.46219844,0.0002836678,0.00072780583,0.00032017173,0.000513494,0.00032665438,0.00011534169,0.35623133,0.17249899,0.0013406281],"about_ca_topic_score_codex":0.00017529086,"about_ca_topic_score_gemma":0.0006968443,"teacher_disagreement_score":0.32277596,"about_ca_system_score_codex":0.00029707022,"about_ca_system_score_gemma":0.00016646757,"threshold_uncertainty_score":0.6118213},"labels":[],"label_agreement":null},{"id":"W2554736887","doi":"10.1080/10705422.2016.1233162","title":"Building Financial Knowledge Is Not Enough: Financial Self-Efficacy as a Mediator in the Financial Capability of Low-Income Families","year":2016,"lang":"en","type":"article","venue":"Journal of Community Practice","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Finance; Business; Accounting management; Financial analysis; Accounting","score_opus":0.020723718809619124,"score_gpt":0.29425401289947445,"score_spread":0.2735302940898553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554736887","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":[0.9926446,0.00026448732,0.000106572465,0.0038984842,0.0006885366,0.0003330643,0.000008865334,0.000027652324,0.0020277558],"genre_scores_gemma":[0.9940872,0.00021596524,0.00095045974,0.0030048478,0.00167337,0.0000089370715,0.000002602105,0.000028977123,0.000027614637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955285,0.0009896145,0.001707604,0.00021319909,0.0010662173,0.00049482717],"domain_scores_gemma":[0.9894802,0.0049092676,0.002686046,0.00092258945,0.0019593453,0.000042565807],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009024701,0.00038877863,0.00088506483,0.0007587097,0.0006269233,0.00018615297,0.0017328946,0.0002442277,0.00016386912],"category_scores_gemma":[0.042564515,0.00026148197,0.0004789476,0.0017123186,0.00024692804,0.0039986577,0.0005488855,0.0014743024,0.000098414595],"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":[0.019405479,0.052606177,0.41339585,0.005005946,0.0005334988,0.00082758436,0.10262061,0.00015880169,0.019709582,0.18079947,0.054424033,0.15051298],"study_design_scores_gemma":[0.0045237695,0.00035877444,0.6664498,0.00093575404,0.0007165251,0.000054169468,0.001459046,0.0001033412,0.0013133873,0.0062169493,0.31720835,0.00066013174],"about_ca_topic_score_codex":0.0013253881,"about_ca_topic_score_gemma":0.0009006161,"teacher_disagreement_score":0.26278433,"about_ca_system_score_codex":0.00022237243,"about_ca_system_score_gemma":0.0006874766,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W2555266712","doi":"10.7758/rsf.2016.2.6.01","title":"How Wealth Inequality Shapes Our Future","year":2016,"lang":"en","type":"article","venue":"RSF The Russell Sage Foundation Journal of the Social Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Net worth; Poverty; National wealth; Economics; Debt; Inequality; White (mutation); Net income; Quarter (Canadian coin); Distribution (mathematics); Demographic economics; Inflation (cosmology); Labour economics; Finance; History; Economic growth","score_opus":0.030389147381905512,"score_gpt":0.2882340911283659,"score_spread":0.2578449437464604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555266712","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":[0.8032918,0.00013460539,0.00075786375,0.19253373,0.0020914308,0.0001934972,0.0000022227437,0.000025240823,0.00096962403],"genre_scores_gemma":[0.9903571,0.00006319074,0.000082928855,0.00163258,0.0069783377,0.000001398995,5.996112e-7,0.00000806479,0.0008758017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801534,0.00014466314,0.00042280235,0.00016937143,0.0009750294,0.00027277652],"domain_scores_gemma":[0.998013,0.000067229754,0.0014599477,0.00013357397,0.00031244598,0.000013790251],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034757094,0.00014662216,0.00022516379,0.00013716692,0.001995788,0.000912052,0.0011393082,0.000053813557,0.00018075152],"category_scores_gemma":[0.0004663628,0.000060337374,0.00030300155,0.001174336,0.0002074346,0.0022774737,0.00017762877,0.00015354091,0.00006447281],"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":[0.00026233972,0.0003495608,0.52506244,0.000162611,0.00016707246,0.000007768288,0.0035681108,0.00010735307,0.009578377,0.2028071,0.049674615,0.20825267],"study_design_scores_gemma":[0.0011979222,0.00006982705,0.51930505,0.00034445187,0.00046934755,0.000008118536,0.01107653,0.0005626929,0.00031250203,0.07933759,0.38669267,0.00062331534],"about_ca_topic_score_codex":0.0001069499,"about_ca_topic_score_gemma":0.00017336839,"teacher_disagreement_score":0.33701804,"about_ca_system_score_codex":0.00008033234,"about_ca_system_score_gemma":0.000111972404,"threshold_uncertainty_score":0.99930346},"labels":[],"label_agreement":null},{"id":"W2557267062","doi":"","title":"Étude des méthodes d évaluation des besoins financiers des étudiants au Canada (2003)","year":2003,"lang":"fr","type":"article","venue":"QSpace (Queen's University Library)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Economics","score_opus":0.015515408886209349,"score_gpt":0.19416878904358278,"score_spread":0.17865338015737345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557267062","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":[0.9780484,0.0012759321,0.00074606546,0.005572762,0.0010027335,0.0005061628,0.00006630875,0.00018552617,0.012596114],"genre_scores_gemma":[0.85484445,0.0027680746,0.022619428,0.00067834934,0.0004595883,0.0000029121918,0.0002458858,0.00012324173,0.11825807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962891,0.0003828857,0.00042712814,0.000861371,0.000706842,0.0013326913],"domain_scores_gemma":[0.9978286,0.00016457145,0.00045826938,0.00056987494,0.00080322014,0.00017547945],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004762223,0.0006679384,0.00063381577,0.0007029623,0.0020380532,0.00044820367,0.00063296146,0.0002710429,0.002417553],"category_scores_gemma":[0.0011455516,0.00082388497,0.00024828452,0.0050253114,0.00089884194,0.011490776,0.0003955688,0.00034815838,0.00020533985],"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":[0.00006459946,0.0001879855,0.82787555,0.0005726766,0.000083832594,0.00028906434,0.0003656437,0.00038917994,0.0000070023816,0.020927344,0.14812323,0.001113862],"study_design_scores_gemma":[0.00084103626,0.00004164563,0.63403285,0.00065741356,0.00061105227,6.8433354e-7,0.0020756377,0.00019037655,0.000319154,0.0022192087,0.35814148,0.000869475],"about_ca_topic_score_codex":0.81607175,"about_ca_topic_score_gemma":0.6847502,"teacher_disagreement_score":0.21001826,"about_ca_system_score_codex":0.0013368205,"about_ca_system_score_gemma":0.0029421682,"threshold_uncertainty_score":0.9994212},"labels":[],"label_agreement":null},{"id":"W2557530242","doi":"10.1111/cars.12124","title":"Catching Up or Falling Behind? Continuing Wealth Disparities for Immigrants to Canada by Region of Origin and Cohort","year":2016,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Demographic economics; Geography; Human capital; Demography; Political science; Economics; Sociology; Economic growth","score_opus":0.02927152186191974,"score_gpt":0.25033509316622554,"score_spread":0.22106357130430582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557530242","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":[0.98291206,0.008137342,0.00006881741,0.0071607954,0.00039121002,0.0009436756,0.00031821974,0.00002019463,0.00004767543],"genre_scores_gemma":[0.9859628,0.0044399383,0.0001838841,0.008420789,0.00028043007,0.00012429929,0.0001527843,0.000037761434,0.00039729604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974297,0.00007185178,0.00081337616,0.0005206925,0.00008451605,0.0010798139],"domain_scores_gemma":[0.9978022,0.0005259099,0.0006306475,0.0003351982,0.0004892801,0.00021676779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014903822,0.00031314927,0.0010878624,0.00022192881,0.00025306173,0.000016905833,0.0004382357,0.000213949,0.00004536351],"category_scores_gemma":[0.0028876972,0.00024815954,0.00016961498,0.00020348602,0.00033433994,0.00018853691,0.00006734534,0.00016193048,0.0000021655849],"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":[0.000030230438,0.000005970701,0.9436124,0.0043147085,0.000067846544,0.00002382127,0.0007223392,0.0000014847913,0.00021696987,0.0042829686,0.040829822,0.0058914283],"study_design_scores_gemma":[0.0017701872,0.00020006648,0.7364221,0.02230906,0.0012129018,0.000024380672,0.00604822,0.00014294755,0.000054107477,0.005874569,0.22403495,0.001906504],"about_ca_topic_score_codex":0.9398461,"about_ca_topic_score_gemma":0.9934014,"teacher_disagreement_score":0.20719029,"about_ca_system_score_codex":0.0011379607,"about_ca_system_score_gemma":0.0010898197,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W2565261140","doi":"10.1057/s10713-020-00058-9","title":"Pensions, annuities, and long-term care insurance: on the impact of risk screening","year":2020,"lang":"en","type":"article","venue":"The Geneva Risk and Insurance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université de Montréal; HEC Montréal","funders":"","keywords":"Actuarial science; Group insurance; Long-term care insurance; Purchasing; Context (archaeology); Business; Product (mathematics); Pension; Term (time); Economics; Long-term care; Insurance policy; Income protection insurance; General insurance; Marketing; Finance; Medicine","score_opus":0.025271550329781678,"score_gpt":0.26475914407763534,"score_spread":0.23948759374785367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565261140","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":[0.7586463,0.24025208,0.0000126374725,0.00033823543,0.00003228984,0.00047535956,0.000080036996,0.000023891975,0.00013914428],"genre_scores_gemma":[0.70686877,0.2916477,0.000019910764,0.0011568862,0.00024838612,0.000011877552,0.000023787301,0.000017694078,0.0000049871833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850875,0.00013496,0.0004676963,0.00033468386,0.0003088764,0.00024503193],"domain_scores_gemma":[0.99849653,0.00016873659,0.0006362389,0.00043518958,0.00023546537,0.000027819475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066303165,0.00028869,0.0005805339,0.000057457764,0.00054538256,0.0001163364,0.00030672652,0.000044553577,0.00011500776],"category_scores_gemma":[0.0005470222,0.00014874169,0.0002505726,0.00066191325,0.00016177894,0.0003655672,0.000198024,0.00027469333,0.000032703356],"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":[0.000050188588,0.000011008093,0.9312715,0.0010896306,0.000030802374,0.0000022422303,0.00027110768,0.000026723648,0.000015928235,0.0001365051,0.0008061808,0.066288196],"study_design_scores_gemma":[0.00026376385,0.00003570388,0.9935155,0.0021818227,0.00026229254,0.0000016777782,0.00008130291,0.0002768763,0.000009277365,0.00008572757,0.0030870233,0.0001990187],"about_ca_topic_score_codex":0.00090603525,"about_ca_topic_score_gemma":0.00006257796,"teacher_disagreement_score":0.066089176,"about_ca_system_score_codex":0.000012018802,"about_ca_system_score_gemma":0.000020516734,"threshold_uncertainty_score":0.606551},"labels":[],"label_agreement":null},{"id":"W2566917254","doi":"10.3390/jrfm10010001","title":"Portfolio Optimization and Mortgage Choice","year":2017,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Strategiske Forskningsråd","keywords":"Stylized fact; Portfolio; Interest rate; Econometrics; Economics; Expected utility hypothesis; Stochastic control; Actuarial science; Financial economics; Optimal control; Monetary economics; Mathematical optimization; Mathematics","score_opus":0.008579383529879265,"score_gpt":0.21996744017988817,"score_spread":0.2113880566500089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566917254","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":[0.9852595,0.00064948224,0.0070710513,0.0001601081,0.00069447025,0.00022435737,0.0000031747686,0.000020584363,0.0059172735],"genre_scores_gemma":[0.9930077,0.0022296393,0.0026990392,0.0003657751,0.0013628143,0.0000027714123,0.0000042598153,0.000018022665,0.00030998408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987813,0.000010273694,0.0004741929,0.00020967299,0.00032150288,0.00020304552],"domain_scores_gemma":[0.9982264,0.000021447288,0.0012397917,0.00027270493,0.00021253961,0.000027113872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721686,0.00017889122,0.00032414528,0.00040196785,0.00074155955,0.00063119095,0.0002716767,0.000059190825,0.00007924975],"category_scores_gemma":[0.00038350324,0.00015605269,0.00010450939,0.00015789409,0.00008695989,0.0016124668,0.00032227836,0.00016602248,0.000009128097],"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":[0.00007655745,0.00007185592,0.93396443,0.00011664843,0.000017566103,0.000116658644,0.000046855403,0.00049286574,0.0000054731036,0.010880358,0.0027078,0.051502936],"study_design_scores_gemma":[0.0009093784,0.000023656115,0.8712521,0.0001041393,0.00039077975,0.0000044023323,0.000039938746,0.002603796,0.0000027072037,0.0022561417,0.12222247,0.00019049784],"about_ca_topic_score_codex":0.00032533365,"about_ca_topic_score_gemma":0.00008483405,"teacher_disagreement_score":0.11951467,"about_ca_system_score_codex":0.000017909655,"about_ca_system_score_gemma":0.000009891945,"threshold_uncertainty_score":0.63636434},"labels":[],"label_agreement":null},{"id":"W256870941","doi":"","title":"A Study on Financial Literacy of Malaysian Degree Students UNE ÉTUDE SUR LES CONNAISSANCES FINANCIÈRES DES ÉTUDIANTS MALAISIENS","year":2009,"lang":"fr","type":"article","venue":"Cross-cultural communication","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Competence (human resources); Money management; Financial management; Element (criminal law); Political science; Psychology; Public relations; Finance; Business; Social psychology","score_opus":0.059387599528218454,"score_gpt":0.3482384517762883,"score_spread":0.28885085224806983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W256870941","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":[0.98453367,0.01141379,0.0000049880005,0.0013804146,0.00036385847,0.0010558903,0.00004059206,0.00011098589,0.0010958295],"genre_scores_gemma":[0.9964569,0.0010240714,0.00028368869,0.0003386418,0.00039039194,0.000049685223,0.00027541418,0.000042763422,0.001138451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580836,0.00021732048,0.0014807784,0.00074136455,0.0010055128,0.00074664026],"domain_scores_gemma":[0.9936052,0.00018918747,0.0013638162,0.0015162786,0.003268958,0.00005657222],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010443989,0.00070990325,0.0009430911,0.0003768884,0.0016297826,0.0018585387,0.002060196,0.00023827853,0.00016482922],"category_scores_gemma":[0.0015338561,0.0006538938,0.00040717731,0.002167196,0.0011388903,0.0067789713,0.0006651982,0.00056522526,0.0002192833],"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":[0.00032871187,0.0028827586,0.96420205,0.00025650495,0.000059316746,0.000033954315,0.0020374355,0.00012223248,0.00023802678,0.004781074,0.0015775627,0.023480361],"study_design_scores_gemma":[0.0021347983,0.0004027901,0.9843784,0.0017798475,0.00035249887,0.0000035027338,0.000983327,0.0002758059,0.00014674875,0.0010565226,0.007825195,0.00066056906],"about_ca_topic_score_codex":0.0021595005,"about_ca_topic_score_gemma":0.0029714077,"teacher_disagreement_score":0.022819793,"about_ca_system_score_codex":0.00019415902,"about_ca_system_score_gemma":0.00005823725,"threshold_uncertainty_score":0.99966997},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2569034917","doi":"10.1080/00094056.2017.1275239","title":"Teaching Financial Literacy With Max and Ruby","year":2017,"lang":"en","type":"article","venue":"Childhood Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Financial literacy; Literacy; Psychology; Mathematics education; Pedagogy; Finance; Economics","score_opus":0.006019479368609535,"score_gpt":0.23604089503101205,"score_spread":0.23002141566240253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569034917","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":[0.98331404,0.00012319455,0.000021646989,0.0011993652,0.00043219587,0.00020190979,0.0000011181522,0.000054787775,0.014651744],"genre_scores_gemma":[0.9937809,0.000007338617,0.00074555894,0.0015672044,0.0026048678,0.000021820397,0.00007299031,0.000023689383,0.0011756312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908817,0.000007753954,0.00018988912,0.00032747138,0.00018315203,0.0002035695],"domain_scores_gemma":[0.99898165,0.000012023431,0.00034473557,0.0004848901,0.00015869775,0.00001799072],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022519578,0.00017457179,0.0001706399,0.00019263192,0.0011802502,0.0010971102,0.0002515209,0.000051047347,0.00010597058],"category_scores_gemma":[0.00033131367,0.0001513466,0.000044468106,0.00009921386,0.000057015808,0.002575473,0.00012478624,0.00016003274,0.00011761499],"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":[0.00001836229,0.00025467965,0.8987885,0.00007077805,0.00000720662,0.0000018812325,0.00091434334,0.000001097585,0.000054770255,0.019816654,0.004770784,0.075300954],"study_design_scores_gemma":[0.00026351208,0.000009749081,0.93810666,0.00015581817,0.000069009504,0.000002543918,0.00006276954,0.000100046316,0.000013367349,0.003456991,0.057547897,0.00021166792],"about_ca_topic_score_codex":0.0013140882,"about_ca_topic_score_gemma":0.00010566886,"teacher_disagreement_score":0.07508928,"about_ca_system_score_codex":0.000023825454,"about_ca_system_score_gemma":0.0001042434,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W2580154096","doi":"10.1504/ijtgm.2017.10002793","title":"Household Savings of Slovakia: Effects of Banks, Dependency ratio, Transitory Income and Unemployment.","year":2017,"lang":"en","type":"article","venue":"International Journal of Trade and Global Markets","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dependency ratio; Economics; Disequilibrium; Quarter (Canadian coin); Unemployment; Population; Demographic economics; Labour economics; Monetary economics; Macroeconomics; Geography","score_opus":0.008212803020563066,"score_gpt":0.2333978021976822,"score_spread":0.22518499917711912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580154096","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":[0.99709195,0.00072859915,0.000049836417,0.0005548161,0.00064735237,0.00007990646,0.000011111242,0.0000050876206,0.0008313298],"genre_scores_gemma":[0.99904746,0.00022585399,0.00014957899,0.00014519667,0.0003989675,6.854131e-7,0.0000026790572,0.0000076441,0.000021915997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867487,0.000017136917,0.0005236402,0.00013404759,0.000539113,0.00011119996],"domain_scores_gemma":[0.9985428,0.000060689315,0.0010118216,0.00013114008,0.00023119854,0.0000223816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334871,0.00013725244,0.00031940834,0.00017862918,0.000087133936,0.00016415781,0.0004139738,0.00006048021,0.000026091386],"category_scores_gemma":[0.0002171533,0.00012060221,0.00013858215,0.0000690001,0.000114610135,0.0011615547,0.00011459094,0.000094634495,5.7551233e-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":[0.00031793496,0.000104539744,0.9866849,0.00020300198,0.00014316748,0.00009139261,0.000032957687,0.0000053990816,0.0021270886,0.0032842136,0.00041671534,0.0065886644],"study_design_scores_gemma":[0.0012597408,0.000037562604,0.99385124,0.0004377951,0.00019471232,0.000025639014,0.000010485782,0.00017061259,0.0005739236,0.0022991204,0.0010329784,0.000106202475],"about_ca_topic_score_codex":0.00022017585,"about_ca_topic_score_gemma":0.000052175503,"teacher_disagreement_score":0.0071663023,"about_ca_system_score_codex":0.00002751927,"about_ca_system_score_gemma":0.000024551106,"threshold_uncertainty_score":0.49180156},"labels":[],"label_agreement":null},{"id":"W2581198886","doi":"10.3386/w22938","title":"Improving the Measurement of Earnings Dynamics","year":2016,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Alberta","funders":"Samfund og Erhverv, Det Frie Forskningsråd; National Science Foundation","keywords":"Earnings; Econometrics; Dynamics (music); Economics; Accounting; Physics; Acoustics","score_opus":0.21766844597676985,"score_gpt":0.415655876665518,"score_spread":0.19798743068874816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581198886","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0542655,0.0007264191,0.000026591868,0.00144872,0.0013427216,0.00141606,0.00008955248,0.000044487537,0.94064],"genre_scores_gemma":[0.99138737,0.00019715723,0.000052433974,0.00004072785,0.0027220615,0.000060793474,0.00027813244,0.00006121033,0.005200116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993945,0.000053015527,0.001102578,0.0005142868,0.0039741937,0.00041094536],"domain_scores_gemma":[0.9883819,0.00040477607,0.0015023276,0.00048320982,0.009213148,0.000014629253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014360563,0.00025332914,0.0005756108,0.0013214014,0.00024192675,0.00013484123,0.0009232228,0.00024201832,0.0008534657],"category_scores_gemma":[0.0041928664,0.00018071687,0.00035237707,0.00043882141,0.00032369175,0.0004945056,0.0005688955,0.00049989216,0.00027575414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029975257,0.00024466403,0.14509,0.0027479022,0.00051865913,0.000005864277,0.00006157414,0.00037764537,0.0018578236,0.6843583,0.14833644,0.016101351],"study_design_scores_gemma":[0.0030154788,0.00018444625,0.08363789,0.0038223795,0.00084763824,0.000009176869,0.00035636805,0.056974806,0.0012349782,0.39881745,0.44881067,0.0022887199],"about_ca_topic_score_codex":0.009678059,"about_ca_topic_score_gemma":0.0015586377,"teacher_disagreement_score":0.93712187,"about_ca_system_score_codex":0.0020317987,"about_ca_system_score_gemma":0.0019830107,"threshold_uncertainty_score":0.9969166},"labels":[],"label_agreement":null},{"id":"W2589135789","doi":"","title":"Софтверски систем за превентивна заштита на стари лица","year":2016,"lang":"mk","type":"other","venue":"Goce Delchev University Repository (Goce Delčev University of Štip)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pace; Quarter (Canadian coin); Population; Health care; Mews; Population ageing; Business; Medicine; Gerontology; Economic growth; Medical emergency; Geography; Environmental health; Economics; Finance","score_opus":0.005166862854457418,"score_gpt":0.15589052201425901,"score_spread":0.1507236591598016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589135789","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19591649,0.0013141063,0.0012790643,0.00080254814,0.0030136409,0.0018277223,0.00040672199,0.00094108714,0.7944986],"genre_scores_gemma":[0.21699263,0.0011639197,0.0009993846,0.00033644694,0.0020176664,4.0937695e-7,0.00045776577,0.00042955158,0.77760226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922063,0.00034146567,0.0010858544,0.00267805,0.0019913462,0.0016970132],"domain_scores_gemma":[0.99124795,0.00027125768,0.0035887712,0.0023685566,0.0021960533,0.00032741806],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00074807333,0.0018033733,0.0025139793,0.0029764497,0.0024247863,0.00032788195,0.0037106203,0.0017339846,0.0133042475],"category_scores_gemma":[0.00014285663,0.0022201461,0.0018755585,0.0023379852,0.0015764964,0.0031239316,0.0023776144,0.0011009265,0.0058173635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004030502,0.0022843773,0.30399486,0.004496412,0.0030135526,0.009084722,0.0020983405,0.00017125625,0.0062786983,0.014487629,0.6469961,0.0030635356],"study_design_scores_gemma":[0.004155268,0.00013215028,0.014945997,0.0020212932,0.004335023,0.000036050023,0.0038822151,0.00078273367,0.00025026654,0.0000995898,0.9666424,0.0027170563],"about_ca_topic_score_codex":0.0079947105,"about_ca_topic_score_gemma":0.0016311833,"teacher_disagreement_score":0.31964624,"about_ca_system_score_codex":0.0014274934,"about_ca_system_score_gemma":0.0007773653,"threshold_uncertainty_score":0.99956197},"labels":[],"label_agreement":null},{"id":"W2590218652","doi":"10.1371/journal.pone.0172876","title":"Immigrants in the one percent: The national origin of top wealth owners","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Immigration; Demographic economics; Survey of Income and Program Participation; Household income; China; Mainland China; Geography; Country of origin; Inequality; Survey data collection; Asset (computer security); Socioeconomics; Economics; Business","score_opus":0.07613334818013776,"score_gpt":0.27196430917633563,"score_spread":0.19583096099619787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590218652","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":[0.98657244,0.0000456903,0.0000014896257,0.0046286792,0.000043997472,0.00026525927,0.000004334095,0.000012869502,0.00842522],"genre_scores_gemma":[0.99712,0.00004422069,0.000092488895,0.00162724,0.00057535677,0.000018173487,0.000022189311,0.000010406586,0.0004899107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848104,0.000022073213,0.00028380094,0.00018049651,0.0008353635,0.00019721586],"domain_scores_gemma":[0.99893326,0.000059422604,0.00036023906,0.00039061514,0.00025092807,0.00000553701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009248827,0.000108796274,0.00021548496,0.00014322405,0.0004111492,0.00021627365,0.0006951635,0.000036487116,0.0002633848],"category_scores_gemma":[0.00046727897,0.000065734384,0.00007295954,0.00025856975,0.000093708775,0.00056218676,0.00012387628,0.00013580384,0.00015768105],"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":[0.00004218748,0.00083066674,0.98171,0.00014587452,0.00004565902,0.0000021259991,0.0004532358,0.0000075445264,0.0013170247,0.013746258,0.0013006635,0.00039874917],"study_design_scores_gemma":[0.00040359425,0.0000074651975,0.991787,0.00019305568,0.00014116064,9.025776e-8,0.00015564672,0.0023989554,0.00013829622,0.0013705114,0.0032853882,0.00011880109],"about_ca_topic_score_codex":0.0038307225,"about_ca_topic_score_gemma":0.001689242,"teacher_disagreement_score":0.012375747,"about_ca_system_score_codex":0.00003048169,"about_ca_system_score_gemma":0.000026998985,"threshold_uncertainty_score":0.5790932},"labels":[],"label_agreement":null},{"id":"W2590433971","doi":"10.2139/ssrn.2706713","title":"Pension Risk and Equity Returns","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Pension; Equity (law); Economics; Actuarial science; Business; Financial economics; Finance; Political science","score_opus":0.010138812933733978,"score_gpt":0.2322867234675531,"score_spread":0.22214791053381913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590433971","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":[0.995216,0.00096832105,0.0008988824,0.00088845415,0.00021700961,0.0000952069,0.0000012295784,0.000054731427,0.0016601293],"genre_scores_gemma":[0.99367994,0.00306384,0.00004448401,0.0003050258,0.0013365449,0.0000017681496,0.000003144255,0.000025658339,0.0015395886],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99745905,0.000029033494,0.0003292179,0.0002805466,0.00038323473,0.0015189389],"domain_scores_gemma":[0.9991171,0.00004464778,0.00040050497,0.00020490857,0.00020980142,0.000023086826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022681772,0.00019073368,0.00022652665,0.00026269935,0.00044450944,0.00021486128,0.00023996233,0.00007275018,0.0002517245],"category_scores_gemma":[0.00037398256,0.0001225077,0.00013173297,0.00031394057,0.000061985156,0.0012352639,0.00025660062,0.0006428877,0.0002592517],"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":[0.00012502473,0.000050278064,0.7289934,0.000016780383,0.00004597117,0.0000100394045,0.000025421856,0.0000013857141,0.0024557423,0.18683435,0.0012165775,0.08022504],"study_design_scores_gemma":[0.0018804057,0.00009882175,0.17189795,0.00015674841,0.00040706564,0.00009337764,0.00024067241,0.0003895125,0.000090974616,0.7805517,0.043615058,0.0005777464],"about_ca_topic_score_codex":0.00034840265,"about_ca_topic_score_gemma":0.0024082907,"teacher_disagreement_score":0.59371734,"about_ca_system_score_codex":0.00028462143,"about_ca_system_score_gemma":0.0001938919,"threshold_uncertainty_score":0.4995719},"labels":[],"label_agreement":null},{"id":"W2590482638","doi":"10.1007/s10834-017-9521-z","title":"Assessing the Relationship Between Gender, Household Structure, and Net Worth in the United States","year":2017,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"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 Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Net worth; Demographic economics; Inequality; Economics; General partnership; National wealth; Survey data collection; Labour economics; Finance","score_opus":0.12672367897411912,"score_gpt":0.3205018969998733,"score_spread":0.19377821802575418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590482638","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":[0.99802405,0.00063881994,0.000005092871,0.00087988394,0.00012128298,0.000058780675,0.000002823067,0.000003793764,0.00026547053],"genre_scores_gemma":[0.9982533,0.0002056098,0.00006341325,0.0006069248,0.00082675193,4.369846e-7,0.000012051254,0.000008262707,0.00002327186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929345,0.000029846924,0.00036260352,0.00009975059,0.00009103802,0.00012333132],"domain_scores_gemma":[0.9988921,0.00021733867,0.00066104793,0.00018535818,0.000035783265,0.00000835961],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009304693,0.00010418976,0.00020411013,0.00020642419,0.00057414384,0.001604173,0.00027549014,0.000041627874,0.000008962158],"category_scores_gemma":[0.00013567915,0.00006171281,0.000041296465,0.00006910932,0.00009292944,0.0017757651,0.00007621502,0.0002031458,0.0000022325646],"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":[0.0000070233264,0.000003816428,0.9966982,0.0000152187185,0.000011070942,0.000004096393,0.0003027327,0.0001759845,0.0000027734718,0.0015954649,0.00086211064,0.00032151976],"study_design_scores_gemma":[0.00025793878,0.0000053872004,0.97763985,0.000044179542,0.00008286832,0.0000023431726,0.0010719404,0.00087072985,0.0000013621413,0.011462346,0.008483084,0.0000779926],"about_ca_topic_score_codex":0.001251474,"about_ca_topic_score_gemma":0.000185713,"teacher_disagreement_score":0.01905836,"about_ca_system_score_codex":0.00001497979,"about_ca_system_score_gemma":0.000011693491,"threshold_uncertainty_score":0.99943227},"labels":[],"label_agreement":null},{"id":"W2605172918","doi":"10.5539/ijef.v9n4p262","title":"Savings Habit Among Individuals in the Informal Sector: A Case Study of Gbegbeyishie Fishing Community in Ghana","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informal sector; Probit model; Habit; Fishing; Descriptive statistics; Probit; Ordered probit; Demographic economics; Sample (material); Propensity score matching; Economics; Estimation; Socioeconomics; Business; Economic growth; Econometrics; Psychology; Statistics; Political science","score_opus":0.029552155172730507,"score_gpt":0.2548225453571199,"score_spread":0.22527039018438938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605172918","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":[0.99881697,0.000027018861,9.257712e-7,0.00026262685,0.00020072584,0.00010308901,0.000004274421,9.087335e-7,0.00058347447],"genre_scores_gemma":[0.99946475,0.00005181581,0.000047005593,0.0002163692,0.0002010444,0.0000027083806,0.0000023915375,0.0000055802325,0.000008358869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990037,0.000023051298,0.00066521956,0.00007929869,0.00012367967,0.00010502805],"domain_scores_gemma":[0.9981085,0.00009186545,0.001416221,0.00020116336,0.00017742247,0.000004849186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016350484,0.00009680871,0.0002450551,0.000347599,0.00018848892,0.00052836124,0.00079909473,0.00003687068,0.0000097274315],"category_scores_gemma":[0.00026033475,0.00008229764,0.00006236594,0.0000692074,0.000068871996,0.0024645654,0.00028146314,0.0003143361,8.2292934e-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":[0.00003077036,0.00017498709,0.9937675,0.000008174258,0.000017897686,0.00017467563,0.0025789067,0.00057615555,6.988837e-7,0.0011983081,0.00004444245,0.0014274634],"study_design_scores_gemma":[0.001073118,0.00003846323,0.98774177,0.000105270556,0.000019741228,0.000052051357,0.0036848462,0.005545449,0.0000023888101,0.0009987687,0.0006494956,0.00008866623],"about_ca_topic_score_codex":0.014819993,"about_ca_topic_score_gemma":0.045218688,"teacher_disagreement_score":0.030398697,"about_ca_system_score_codex":0.000033825352,"about_ca_system_score_gemma":0.0000209362,"threshold_uncertainty_score":0.9917404},"labels":[],"label_agreement":null},{"id":"W2606326514","doi":"10.17310/ntj.2017.1.04","title":"MEANS TESTING SOCIAL SECURITY: INCOME VERSUS WEALTH","year":2017,"lang":"en","type":"article","venue":"National Tax Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Social security; Test (biology); Adjusted gross income; Distribution (mathematics); Income distribution; Gross income; Labour economics; Demographic economics; Public economics; Inequality; State income tax; Geography","score_opus":0.0616932882030905,"score_gpt":0.31314144488862633,"score_spread":0.25144815668553583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606326514","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":[0.87248486,0.000055555407,0.00008559677,0.0043844758,0.0022280922,0.00014773844,0.000015779757,0.00007835528,0.12051953],"genre_scores_gemma":[0.9881663,0.0000044282324,0.00069028814,0.0006162279,0.010132288,0.0000032973521,0.00001917966,0.00002092365,0.00034707895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785364,0.000018222032,0.0004063763,0.00020649811,0.0012067801,0.00030845977],"domain_scores_gemma":[0.99717194,0.00009391655,0.0010448089,0.00013936624,0.001525041,0.000024956977],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013519129,0.00016541037,0.0002140508,0.00035014402,0.0032139174,0.0014312832,0.000538187,0.000091332506,0.00059212913],"category_scores_gemma":[0.0031742568,0.00016020692,0.0001558393,0.00028127877,0.00008032967,0.0021762957,0.00021530372,0.00043649465,0.00031273835],"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":[0.0002013258,0.00013276568,0.8701367,0.00007156937,0.00007236394,0.00006314388,0.00012906436,0.00007926256,0.0001940556,0.09543291,0.028817954,0.004668884],"study_design_scores_gemma":[0.0025075236,0.000022208385,0.8519586,0.00010011017,0.00013157855,0.000015760339,0.00006722726,0.011262523,0.000009416925,0.050026316,0.0834811,0.0004176726],"about_ca_topic_score_codex":0.0002439858,"about_ca_topic_score_gemma":0.00023367569,"teacher_disagreement_score":0.12017245,"about_ca_system_score_codex":0.00018127516,"about_ca_system_score_gemma":0.00015383893,"threshold_uncertainty_score":0.9996053},"labels":[],"label_agreement":null},{"id":"W2606816277","doi":"10.2196/mental.6809","title":"A Mixed-Methods Study Using a Nonclinical Sample to Measure Feasibility of Ostrich Community: A Web-Based Cognitive Behavioral Therapy Program for Individuals With Debt and Associated Stress","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Salford Manchester","keywords":"Clinical psychology; Measure (data warehouse); Cognition; Sample (material); Psychology; Medicine; Psychiatry; Computer science; Data mining","score_opus":0.1635257117437239,"score_gpt":0.47526863381375994,"score_spread":0.31174292207003607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606816277","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":[0.9914907,0.00003132286,0.00010485484,0.00015119438,0.0000762948,0.007692408,0.00037827657,0.00006314789,0.000011757193],"genre_scores_gemma":[0.9864998,0.0000016609224,0.012200242,0.00039245683,0.00006508192,0.0004490801,0.00035097302,0.000036984035,0.0000037163893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975065,0.00048314562,0.0006393527,0.00042671352,0.0005133223,0.00043095593],"domain_scores_gemma":[0.9974397,0.0003571851,0.0010931545,0.0005034041,0.00053962885,0.00006694098],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003965668,0.00028704148,0.00073717954,0.000231802,0.001584386,0.00034147024,0.00035040374,0.00009173804,0.00001439862],"category_scores_gemma":[0.00051650393,0.00024255585,0.00012154949,0.0004388581,0.00016252727,0.00044428743,0.00027470753,0.00026413484,6.576034e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009014161,0.006785048,0.9512384,0.00014711419,0.000048511032,7.3519755e-7,0.0009135959,8.3198e-7,0.000031097825,0.000007982346,0.000043337524,0.03988193],"study_design_scores_gemma":[0.0077822497,0.0025294763,0.9834776,0.0004879403,0.00016829013,2.0607982e-7,0.003548104,0.0015269758,0.00004250128,0.000041500592,0.00012719237,0.00026799992],"about_ca_topic_score_codex":0.013426373,"about_ca_topic_score_gemma":0.014736871,"teacher_disagreement_score":0.03961393,"about_ca_system_score_codex":0.00015210331,"about_ca_system_score_gemma":0.00020535917,"threshold_uncertainty_score":0.9997154},"labels":[],"label_agreement":null},{"id":"W2607799871","doi":"10.5539/ijef.v9n5p156","title":"Pay Cash or Buy on Time?","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cash; Loan; Earnings; Interest rate; Mainstream; Economics; Finance; Cash and cash equivalents; Operating cash flow; Actuarial science; Business","score_opus":0.017883988462720435,"score_gpt":0.24191857352696428,"score_spread":0.22403458506424384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607799871","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":[0.9918144,0.000036170724,0.0000057298703,0.0023887262,0.0009783617,0.0000329318,0.0000058311543,0.0000024986768,0.004735382],"genre_scores_gemma":[0.9940602,0.00073733,0.00021360768,0.0010388677,0.0018306602,8.0519e-7,0.0000036319466,0.000010064851,0.0021048156],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999355,0.000002155785,0.00033470395,0.0001245917,0.00008903033,0.00009450202],"domain_scores_gemma":[0.99859244,0.000026390322,0.0009545087,0.00015247664,0.00026698216,0.000007202318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025271927,0.0000961253,0.00018586295,0.00015904456,0.00015714142,0.00056449417,0.00048016402,0.00003336665,0.00016996308],"category_scores_gemma":[0.00016990701,0.00006908001,0.00009017829,0.00002022195,0.000048279788,0.0010861412,0.00012510795,0.000093558956,0.00013316744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002300729,0.0004393757,0.41468215,0.000038791102,0.0003018473,0.00062880275,0.00012596071,0.0040650074,0.00014157512,0.40252244,0.033580516,0.1411728],"study_design_scores_gemma":[0.0011914597,0.00005343922,0.22974011,0.0001555138,0.000043872322,0.000031392225,0.000008587377,0.023535859,0.00007141988,0.012820743,0.7321074,0.00024020133],"about_ca_topic_score_codex":0.000085349086,"about_ca_topic_score_gemma":0.00007625982,"teacher_disagreement_score":0.69852686,"about_ca_system_score_codex":0.000033537366,"about_ca_system_score_gemma":0.000027738135,"threshold_uncertainty_score":0.54434305},"labels":[],"label_agreement":null},{"id":"W2608240613","doi":"10.2139/ssrn.2944125","title":"Approximate Solutions to Retirement Spending Problems and the Optimality of Ruin","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences; York University","funders":"","keywords":"Investment (military); Economics; Gompertz function; Rate of return; Econometrics; Actuarial science; Mathematical economics; Mathematics; Finance; Statistics","score_opus":0.02633081940604374,"score_gpt":0.2495645996936348,"score_spread":0.22323378028759105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608240613","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":[0.98900837,0.00073659554,0.00224813,0.0034510065,0.00021650006,0.0005454743,0.0000016398141,0.000025812818,0.003766491],"genre_scores_gemma":[0.99833655,0.00038120188,0.00019583211,0.00013023155,0.00046640818,0.000012328505,0.0000034389045,0.000017216047,0.0004567989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976997,0.000029902756,0.00044581163,0.00022796777,0.00037954323,0.0012170704],"domain_scores_gemma":[0.9986273,0.000023965678,0.00071838615,0.0004272917,0.00018424871,0.000018775885],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004737944,0.00016717875,0.00029939503,0.00017320739,0.0015149753,0.0005452322,0.00057598215,0.000039182447,0.00005942497],"category_scores_gemma":[0.0003464459,0.00011639957,0.0001484458,0.00017614414,0.00018216648,0.00083509204,0.00040856327,0.0005235895,0.00002717155],"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":[0.00016872637,0.00006173598,0.15724443,0.00006218954,0.00008191819,0.0000014986967,0.00014331953,0.00012567821,0.000575366,0.83845764,0.00016853445,0.0029089353],"study_design_scores_gemma":[0.0057840073,0.00014693492,0.19245699,0.0005001934,0.0010045794,0.00005009055,0.0014149712,0.02078824,0.00017359153,0.76708996,0.009681473,0.00090898253],"about_ca_topic_score_codex":0.0012047768,"about_ca_topic_score_gemma":0.0017275023,"teacher_disagreement_score":0.07136771,"about_ca_system_score_codex":0.00017534892,"about_ca_system_score_gemma":0.000108545224,"threshold_uncertainty_score":0.99978495},"labels":[],"label_agreement":null},{"id":"W2612119168","doi":"10.11575/prism/33968","title":"Alternatives to Cash in Ensuring the Solvency of Defined Benefit Pension Funds","year":2008,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solvency; Business; Pension; Cash; Finance; Global assets under management; Actuarial science; Institutional investor; Corporate governance; Market liquidity","score_opus":0.018078780084521448,"score_gpt":0.19319729117005466,"score_spread":0.17511851108553322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612119168","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":[0.9928999,0.000072196875,0.0013863539,0.0002702762,0.000063802094,0.00016596148,2.2343774e-7,0.000019726685,0.005121572],"genre_scores_gemma":[0.9961571,0.000046708858,0.002753035,0.000115390205,0.000031412394,2.960026e-7,0.000008424557,0.000009016803,0.0008786221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990852,0.000012897629,0.00019371544,0.00021388452,0.00031219848,0.00018210518],"domain_scores_gemma":[0.99930716,0.000046119436,0.0002290011,0.00024147282,0.0001627653,0.000013464986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022552023,0.00011634517,0.0002606608,0.00042050536,0.000199263,0.0000103707,0.00034794203,0.000045348082,0.00021659554],"category_scores_gemma":[0.00006419847,0.00011423588,0.0001249088,0.0005948948,0.00008945389,0.00047850577,0.000355357,0.000095001815,0.000046860325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014916171,0.00012939695,0.97768414,0.00008159585,0.000019836836,0.00008210421,0.0021131008,0.00003679842,0.0018316042,0.0058087204,0.0007732823,0.011290273],"study_design_scores_gemma":[0.0004985712,0.000017800372,0.982194,0.00008630245,0.00005215787,9.501252e-7,0.00013758849,0.012087735,0.00012989248,0.0006124707,0.004029914,0.00015261074],"about_ca_topic_score_codex":0.0103963595,"about_ca_topic_score_gemma":0.0008937634,"teacher_disagreement_score":0.012050937,"about_ca_system_score_codex":0.000030738967,"about_ca_system_score_gemma":0.000017148104,"threshold_uncertainty_score":0.99619347},"labels":[],"label_agreement":null},{"id":"W2613402270","doi":"","title":"The Effects of Education on Canadians’ Retirement Savings Behaviour","year":2017,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Educational attainment; Affect (linguistics); Identification (biology); Economics; Public economics; Relevance (law); Savings account; Demographic economics; Survey data collection; Behavioural economics; Actuarial science; Labour economics; Economic growth; Psychology; Finance; Political science","score_opus":0.052970361641134306,"score_gpt":0.36638712392734935,"score_spread":0.31341676228621507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613402270","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":[0.96709645,0.0015178154,4.5044297e-7,0.010477196,0.0007226109,0.0006451577,0.0000023601856,0.00003055179,0.019507425],"genre_scores_gemma":[0.9905116,0.00096303615,0.000012188575,0.00068148493,0.00073251827,0.000119189026,0.000007706621,0.000023657956,0.006948603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728817,0.00006391442,0.00041473337,0.00042359423,0.0011592703,0.0006503117],"domain_scores_gemma":[0.99680364,0.000536419,0.00023876487,0.0009857329,0.0013916747,0.00004375592],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013766534,0.0002225182,0.00038919417,0.00023249106,0.0033807664,0.00065078575,0.000804599,0.00006519841,0.00008881474],"category_scores_gemma":[0.0077646356,0.00015125726,0.00016684874,0.00045053568,0.0011539873,0.0010056696,0.00057281327,0.00030837898,0.00013355051],"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":[0.00025819137,0.00029740794,0.64916295,0.0008634614,0.00023888463,0.000025549316,0.00036403426,0.0000013158068,0.0005623546,0.23103113,0.09676442,0.020430276],"study_design_scores_gemma":[0.00031223564,0.00013537063,0.8580179,0.0004959702,0.00016978873,2.7609676e-7,0.0009575464,0.000037003534,0.00027075427,0.0072351033,0.13211842,0.0002496328],"about_ca_topic_score_codex":0.014043087,"about_ca_topic_score_gemma":0.02684944,"teacher_disagreement_score":0.22379604,"about_ca_system_score_codex":0.00015345795,"about_ca_system_score_gemma":0.000120695484,"threshold_uncertainty_score":0.9979167},"labels":[],"label_agreement":null},{"id":"W2614283945","doi":"10.1016/j.euroecorev.2017.04.008","title":"Tax-deferred saving accounts: Heterogeneity and policy reforms","year":2017,"lang":"en","type":"article","venue":"European Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"","keywords":"Economics; Consumption (sociology); Welfare; Public economics; Labour economics; Market economy","score_opus":0.03314547818067339,"score_gpt":0.2798417411686472,"score_spread":0.24669626298797379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614283945","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":[0.81061393,0.012944259,0.0000041052926,0.001683022,0.0004167267,0.0005311308,0.000014023138,0.00011239837,0.17368041],"genre_scores_gemma":[0.9671538,0.021624383,0.000092549504,0.0072760354,0.0025497938,0.000009900888,0.00004991633,0.00008015176,0.0011635105],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846274,0.000032803015,0.00060448167,0.00048652553,0.00010077185,0.00031266018],"domain_scores_gemma":[0.9979064,0.000010972922,0.0009053433,0.001089846,0.00005931843,0.000028156373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012162452,0.00027126263,0.000510865,0.00015197975,0.00061260146,0.0009325659,0.00071508926,0.000026374839,0.00030135002],"category_scores_gemma":[0.00040764397,0.00023017453,0.00019237924,0.000073159,0.000096791235,0.0021410799,0.0007835705,0.0001085786,0.0042184107],"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":[0.000025941361,0.000058428697,0.7876735,0.0038406788,0.000086040935,0.00005632112,0.000030421257,0.000005830827,0.00011382607,0.015291627,0.03038638,0.162431],"study_design_scores_gemma":[0.00022931126,0.000003910133,0.42685828,0.0010221599,0.00009976829,0.0000037863033,0.0000025315442,0.000114331735,0.000003293009,0.00020975653,0.5711773,0.0002755564],"about_ca_topic_score_codex":0.0007640403,"about_ca_topic_score_gemma":0.00034809686,"teacher_disagreement_score":0.5407909,"about_ca_system_score_codex":0.000085794665,"about_ca_system_score_gemma":0.000021324558,"threshold_uncertainty_score":0.99655694},"labels":[],"label_agreement":null},{"id":"W2616499176","doi":"10.1111/jomf.12407","title":"When the Kids Live at Home: Coresidence, Parental Assets, and Economic Insecurity","year":2017,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"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":"National Longitudinal Surveys; Demographic economics; Asset (computer security); Cohort; Health and Retirement Study; Survey of Income and Program Participation; Psychology; Demography; Economics; Medicine; Sociology","score_opus":0.013580309188466897,"score_gpt":0.2230632487746943,"score_spread":0.2094829395862274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616499176","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":[0.99456644,0.0016551781,0.0000019576235,0.0012985172,0.0004940921,0.00011784716,0.0000042693227,0.0000047958542,0.0018568753],"genre_scores_gemma":[0.99670357,0.00085826794,0.000021678088,0.0009358551,0.0011740453,0.0000019279794,0.000002633952,0.000010336915,0.00029167975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990736,0.000039486917,0.00036826578,0.00013890553,0.00021844906,0.00016124645],"domain_scores_gemma":[0.99848723,0.00013872543,0.0009459589,0.00030714757,0.00010083507,0.00002009167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013267271,0.00014628703,0.00031199263,0.00008561532,0.00097383204,0.0008646052,0.00048117258,0.000046315487,0.00017336934],"category_scores_gemma":[0.00019413265,0.00007822127,0.00014127725,0.000028420349,0.0003524546,0.0011347681,0.0004975427,0.00018646159,0.000060026494],"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":[0.00044542542,0.000016400816,0.969461,0.000027546605,0.000053370135,0.000036976,0.0003180784,0.0000020345308,0.00006512881,0.005128556,0.02372793,0.00071753206],"study_design_scores_gemma":[0.0015353103,0.000018871804,0.9634958,0.00007280461,0.0002517209,0.000017236798,0.00027197273,0.0005927403,0.000005329847,0.015126705,0.018484553,0.00012693573],"about_ca_topic_score_codex":0.00155709,"about_ca_topic_score_gemma":0.00062141026,"teacher_disagreement_score":0.009998149,"about_ca_system_score_codex":0.00003065616,"about_ca_system_score_gemma":0.000024727466,"threshold_uncertainty_score":0.8337408},"labels":[],"label_agreement":null},{"id":"W2616665741","doi":"","title":"Social Security Trust Funds as Fiscal and Economics Tools: An Historical and Political Comparison of the United States and Canada","year":2013,"lang":"en","type":"article","venue":"20th International Conference of Europeanists - Crisis & Contingency: States of (In)Stability","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Social security; Political science; Trust fund; Business; Economics; Finance; Law","score_opus":0.04462357706216266,"score_gpt":0.268616146341969,"score_spread":0.22399256927980635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616665741","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":[0.99661255,0.00004225591,0.000003752459,0.0015418935,0.00010276415,0.00020498456,0.000047424346,0.000006970002,0.0014374173],"genre_scores_gemma":[0.99958265,0.000043883636,0.000047461075,0.00016143628,0.000050127717,0.000004338764,0.000082758124,0.000011900347,0.000015429237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980827,0.00009781653,0.0009253392,0.00036756095,0.0002811675,0.0002453924],"domain_scores_gemma":[0.99844056,0.00014556467,0.0005071201,0.00018234509,0.00068781513,0.000036600668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005132357,0.0001930762,0.0004778747,0.00016485719,0.00007809555,0.00013915436,0.00031632878,0.000049607846,0.00022768039],"category_scores_gemma":[0.00045281797,0.00017156069,0.000052098803,0.00017250738,0.00027632012,0.00065490615,0.00032871866,0.0001706358,7.115226e-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":[0.0000764838,0.00016054312,0.9750377,0.00013040134,0.0000151712775,9.692093e-7,0.00084359845,0.000006104594,0.00014036776,0.023036245,0.0001916812,0.00036075054],"study_design_scores_gemma":[0.00046195587,0.000039778748,0.9549338,0.000044339275,0.00004206024,4.170776e-7,0.0025907909,0.03149008,0.00019783678,0.008739179,0.0012744704,0.00018528047],"about_ca_topic_score_codex":0.58900344,"about_ca_topic_score_gemma":0.28787005,"teacher_disagreement_score":0.3011334,"about_ca_system_score_codex":0.00015960976,"about_ca_system_score_gemma":0.00009482087,"threshold_uncertainty_score":0.7251245},"labels":[],"label_agreement":null},{"id":"W2617116989","doi":"10.1111/jofi.12514","title":"Retail Financial Advice: Does One Size Fit All?","year":2017,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":297,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Asset allocation; Sophistication; Portfolio; Advice (programming); Business; Finance; Asset (computer security); Actuarial science; Personalization; Investment (military); Economics; Set (abstract data type); Marketing; Computer science","score_opus":0.0268941732333889,"score_gpt":0.252036704549119,"score_spread":0.2251425313157301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617116989","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":[0.9892103,0.00042748608,0.000024963196,0.005456828,0.0008781499,0.00012842214,0.000002865688,0.00002350643,0.0038474668],"genre_scores_gemma":[0.98963106,0.0004263737,0.0005116092,0.0021397537,0.0030265301,0.0000021689154,0.0000012378608,0.000024138539,0.0042371606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818355,0.000024512183,0.0006742285,0.00017267233,0.00059633114,0.00034869908],"domain_scores_gemma":[0.99621147,0.00012306462,0.0022860228,0.00076722144,0.0005972545,0.000014964459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015180876,0.00022696482,0.0004668563,0.000115802875,0.0008423709,0.00039641268,0.0014459555,0.00008590492,0.00048386728],"category_scores_gemma":[0.0020342183,0.00013221567,0.00025972555,0.00021074362,0.00017507895,0.0020251872,0.00029695727,0.00037409013,0.00021930368],"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":[0.0027821492,0.0009309222,0.7278982,0.0005352382,0.0002320132,0.0004371882,0.00097419735,0.0004932466,0.006717963,0.03162022,0.18506578,0.042312883],"study_design_scores_gemma":[0.00080923614,0.00003721342,0.69231105,0.00028949926,0.00035975737,0.000008550777,0.000024547064,0.0005816656,0.0002450818,0.0067790477,0.29828393,0.000270422],"about_ca_topic_score_codex":0.00040705598,"about_ca_topic_score_gemma":0.00035538507,"teacher_disagreement_score":0.11321814,"about_ca_system_score_codex":0.00003909266,"about_ca_system_score_gemma":0.000066175286,"threshold_uncertainty_score":0.6478921},"labels":[],"label_agreement":null},{"id":"W2619857717","doi":"10.5539/ijbm.v12n8p37","title":"A Case-Study of Financial Literacy and Wellbeing of Immigrants in Lloydminster, Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Business and Management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakeland College","funders":"","keywords":"Financial literacy; Immigration; Grounded theory; Exploratory research; Qualitative research; Focus group; Qualitative property; Economics; Finance; Demographic economics; Sociology; Business; Political science; Marketing; Social science","score_opus":0.012179323103034666,"score_gpt":0.24447059480954575,"score_spread":0.2322912717065111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619857717","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":[0.9986316,0.00012063366,0.000026781148,0.00022860404,0.00056816306,0.00015383598,0.0000027819037,0.0000016495123,0.00026595863],"genre_scores_gemma":[0.9992862,0.00015493525,0.00013696201,0.0001371521,0.0002204832,0.0000026674536,0.0000020800794,0.00000845808,0.000051098654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853706,0.000009172231,0.0007000652,0.00015462811,0.0004829763,0.000116071256],"domain_scores_gemma":[0.99793875,0.000021801401,0.0011909175,0.00016610663,0.0006698439,0.00001255494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034698466,0.00013392915,0.00033868809,0.00053723325,0.00009957714,0.00018726259,0.00034497565,0.000023546063,0.000016294216],"category_scores_gemma":[0.00010976177,0.00011910223,0.0000439342,0.00016231759,0.00004701671,0.0010338727,0.0003810473,0.00006968104,2.2195424e-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":[0.00019155093,0.00032610312,0.9734797,0.000281382,0.00007347957,0.004644509,0.00030648307,0.00010123043,0.00005363784,0.0012670055,0.00019362217,0.019081283],"study_design_scores_gemma":[0.0020018502,0.000022358354,0.9932834,0.00048077965,0.00012154411,0.000089323556,0.00047545563,0.00066735176,0.000011402301,0.00021449142,0.0025127768,0.00011927844],"about_ca_topic_score_codex":0.36599186,"about_ca_topic_score_gemma":0.27058995,"teacher_disagreement_score":0.09540191,"about_ca_system_score_codex":0.000033561122,"about_ca_system_score_gemma":0.000040291518,"threshold_uncertainty_score":0.7427199},"labels":[],"label_agreement":null},{"id":"W2623588464","doi":"","title":"What are the Costs and Benefits of Social Security Investing in Equities","year":2017,"lang":"en","type":"article","venue":"Issues in Brief","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solvency; Equity (law); Social security; Economics; Finance; Welfare; Bond; Business; Public economics; Market liquidity; Market economy","score_opus":0.031110954266065378,"score_gpt":0.2825258206827733,"score_spread":0.25141486641670796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623588464","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":[0.99380106,0.0012346923,8.697597e-8,0.0018050766,0.00019032261,0.00012588593,0.0000018452891,0.000013030601,0.0028280083],"genre_scores_gemma":[0.9986839,0.00014785925,0.000013962289,0.0004880089,0.00049086026,0.00000666844,0.000006748916,0.000010706351,0.00015122806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991011,0.000017015736,0.00027923178,0.00019372441,0.00021511005,0.00019379004],"domain_scores_gemma":[0.99920744,0.00004755048,0.0003864411,0.00024790806,0.00010597969,0.0000046897426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005699065,0.00011786132,0.00025646435,0.00014096504,0.00031768877,0.000693687,0.00031864643,0.000058287715,0.000036408037],"category_scores_gemma":[0.0005468534,0.00010043862,0.000037935406,0.00017322328,0.00022209978,0.0019564116,0.0004459859,0.00011575845,0.0000068425716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014109544,0.000023809474,0.9767618,0.00010122436,0.0000029306732,0.000006060077,0.0016569459,0.000007416513,0.000014534248,0.018612605,0.00056523975,0.0022332764],"study_design_scores_gemma":[0.00032194523,0.0000030459312,0.9810425,0.00047424904,0.000019960766,2.3528695e-7,0.0017864313,0.0006289031,0.00006648955,0.0061198585,0.009401598,0.00013479944],"about_ca_topic_score_codex":0.007185604,"about_ca_topic_score_gemma":0.013222714,"teacher_disagreement_score":0.012492747,"about_ca_system_score_codex":0.000023647715,"about_ca_system_score_gemma":0.0000068288155,"threshold_uncertainty_score":0.99942565},"labels":[],"label_agreement":null},{"id":"W262708198","doi":"","title":"Post-Secondary Attendance by Parental Income in the U.S. and Canada: What Role for Financial Aid Policy? NBER Working Paper No. 17218.","year":2011,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Attendance; Developing country; Economics; Business; Finance; Demographic economics; Labour economics; Economic growth","score_opus":0.07214324037964326,"score_gpt":0.3402720353034341,"score_spread":0.2681287949237908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W262708198","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":[0.97580737,0.0005954188,4.1245949e-7,0.0015735669,0.00019298756,0.0005004444,0.000043593012,0.000006273665,0.021279953],"genre_scores_gemma":[0.9969884,0.000056502733,0.00006428025,0.0014903842,0.0007773221,0.00007981027,0.00020142719,0.00001584571,0.00032598228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984532,0.000034286968,0.00040152276,0.00031275858,0.00044116518,0.00035706096],"domain_scores_gemma":[0.99892336,0.00028380725,0.0001583178,0.00015521824,0.00046362937,0.000015637832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015000138,0.00013449215,0.0002189204,0.00040110995,0.00022499908,0.00018263329,0.0003975502,0.000071762806,0.00031812536],"category_scores_gemma":[0.0005111287,0.000117234325,0.00006489874,0.00025111577,0.00012781139,0.0013612048,0.00017097632,0.00021905529,0.00003566355],"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":[0.00046944714,0.00013815731,0.6829341,0.00014622694,0.000030023502,0.000004907991,0.000307029,0.000015539237,0.000773636,0.28187186,0.02894186,0.0043672053],"study_design_scores_gemma":[0.0022208472,0.000068284,0.72672004,0.00020161034,0.000025632291,0.0000029865962,0.0008378164,0.0019900943,0.00021681044,0.1493,0.11790275,0.00051313924],"about_ca_topic_score_codex":0.47111157,"about_ca_topic_score_gemma":0.51776385,"teacher_disagreement_score":0.13257185,"about_ca_system_score_codex":0.00028556216,"about_ca_system_score_gemma":0.0006333023,"threshold_uncertainty_score":0.5324103},"labels":[],"label_agreement":null},{"id":"W2724215471","doi":"10.3390/jrfm12010019","title":"Determinants and Impacts of Financial Literacy in Cambodia and Viet Nam","year":2019,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Organisation de Coopération et de Développement Économiques; Asian Development Bank","keywords":"Financial literacy; Viet nam; Endogeneity; Financial inclusion; Literacy; Demographic economics; Financial sector development; Economics; Economic growth; Business; Finance; Developing country; Financial services; Economy","score_opus":0.003990076928762086,"score_gpt":0.21351465045544082,"score_spread":0.20952457352667875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724215471","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":[0.9977599,0.0012865525,0.000041327377,0.000031340765,0.0003155014,0.0002727105,0.000006265965,0.0000060005673,0.00028040854],"genre_scores_gemma":[0.9962855,0.0025628984,0.00048539255,0.00026617048,0.0003174522,0.000002673386,0.0000025760216,0.000016612183,0.000060707473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982115,0.000025379024,0.0008408678,0.00027853448,0.0003401038,0.00030362388],"domain_scores_gemma":[0.99864566,0.00005399609,0.00089763745,0.00017370637,0.00019264147,0.000036382175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089345116,0.00024832904,0.0006451702,0.00081845804,0.00009725831,0.00015587502,0.00016143732,0.000095104064,0.000034033805],"category_scores_gemma":[0.00024456624,0.0002157094,0.00010902386,0.0005396786,0.00007602361,0.0012040735,0.00028260722,0.00022676127,0.000008703543],"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":[0.0002536912,0.000081713224,0.92739195,0.0003793164,0.0000051484276,0.00008114934,0.00022234535,0.0000043882446,0.000052964355,0.003036061,0.00018698163,0.068304315],"study_design_scores_gemma":[0.0017126855,0.000100419355,0.97680604,0.0005016725,0.0001646302,0.0000090221965,0.00007520303,0.00047235264,0.000016913764,0.0025906095,0.017322525,0.00022793199],"about_ca_topic_score_codex":0.00031589455,"about_ca_topic_score_gemma":0.00025112528,"teacher_disagreement_score":0.06807638,"about_ca_system_score_codex":0.00002624765,"about_ca_system_score_gemma":0.000026857526,"threshold_uncertainty_score":0.8796374},"labels":[],"label_agreement":null},{"id":"W2725309032","doi":"10.1093/geroni/igx004.2024","title":"FINANCIAL FRAUDS AND THE HEALTH OF MIDDLE-AGED AND OLDER ADULTS: THE CASE OF SPAIN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Financial compensation; Compensation (psychology); Currency; Business; Finance; Mental health; Population; Sample (material); Quality of life (healthcare); Quality (philosophy); Environmental health; Medicine; Psychology; Psychiatry; Economics","score_opus":0.01806716649563215,"score_gpt":0.25951733243718084,"score_spread":0.2414501659415487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725309032","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":[0.9968745,0.00016844003,0.000102202954,0.002285416,0.000088855035,0.00023700301,0.0000015649872,0.0000062996387,0.00023572083],"genre_scores_gemma":[0.9985862,0.000015157436,0.00009945066,0.0011073011,0.00014522015,0.000008186668,0.0000062171425,0.0000063401135,0.000025961132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911773,0.000026582517,0.0004904482,0.00013797887,0.000115447016,0.0001118221],"domain_scores_gemma":[0.99860954,0.00007895671,0.0008496102,0.0002653507,0.00019442562,0.0000021353785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994275,0.00008285004,0.00019649568,0.00023726544,0.00040231773,0.00011540303,0.00013403798,0.00002689083,0.0000141744895],"category_scores_gemma":[0.000782077,0.00005391624,0.000021398571,0.000555798,0.00021298713,0.00042776903,0.00014369714,0.00010358919,5.982382e-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":[0.000090938665,0.000026071819,0.8657708,0.0003836264,0.000005473659,0.000011725221,0.002168624,0.0000053172694,0.000043682478,0.11000205,0.0002726525,0.021219036],"study_design_scores_gemma":[0.0020007498,0.0000061873884,0.98502195,0.000555875,0.00001894842,0.0000044751246,0.0009205348,0.0061234864,0.000033373606,0.004674472,0.0005376759,0.00010225114],"about_ca_topic_score_codex":0.0064320904,"about_ca_topic_score_gemma":0.0017101275,"teacher_disagreement_score":0.11925116,"about_ca_system_score_codex":0.000009355837,"about_ca_system_score_gemma":0.000018790728,"threshold_uncertainty_score":0.972344},"labels":[],"label_agreement":null},{"id":"W2727131461","doi":"10.1093/geroni/igx004.2611","title":"PREVALENCE OF ELDER FINANCIAL FRAUD AND SCAMS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Meta-analysis; Estimation; Systematic error; Random effects model; Systematic review; Actuarial science; Population; Negative binomial distribution; Psychology; Demography; Medicine; Statistics; MEDLINE; Economics; Sociology; Mathematics; Management; Political science; Law; Pathology","score_opus":0.10748556970494473,"score_gpt":0.352910250581396,"score_spread":0.2454246808764513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727131461","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060933973,0.99815166,0.000048224098,0.000041488976,0.00003764853,0.0013275703,0.000012177377,0.000018950703,0.00030137534],"genre_scores_gemma":[0.001013008,0.9974104,0.00015329456,0.0005310397,0.00007420996,0.00024716317,0.00006662208,0.000027273838,0.00047700055],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99658537,0.00007419778,0.002271614,0.00053442735,0.00033701802,0.00019736926],"domain_scores_gemma":[0.9947472,0.0000883568,0.0039468273,0.0006804624,0.00053067453,0.000006438442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024648288,0.0004096019,0.00495838,0.0022721195,0.00013408958,0.00020166149,0.00036815065,0.00013862565,0.00022661159],"category_scores_gemma":[0.0015996597,0.00031554746,0.0005886656,0.0039588003,0.00008133358,0.00084196124,0.00027224695,0.00021826927,0.000013329254],"study_design_candidate":"systematic_review","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":[5.44978e-7,0.00001557251,0.0023330178,0.9884386,0.0030307954,0.000003488204,0.000021909134,2.245483e-7,3.869349e-8,0.0039913044,0.000072223615,0.002092251],"study_design_scores_gemma":[0.00008619143,0.0000031225443,0.0010551367,0.12582414,0.84712994,0.0000021007659,0.000005071184,0.00005245232,9.576895e-8,0.0004379285,0.024908306,0.0004955256],"about_ca_topic_score_codex":0.00020162846,"about_ca_topic_score_gemma":0.000042917196,"teacher_disagreement_score":0.8626145,"about_ca_system_score_codex":0.00002698142,"about_ca_system_score_gemma":0.00004829478,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W2730997242","doi":"","title":"Consumer Interest Rates and Retail Mutual Fund Flows","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mutual fund; Business; Interest rate; Uncorrelated; Equity (law); Monetary economics; Closed-end fund; Finance; Financial system; Economics; Market liquidity","score_opus":0.0803583621497345,"score_gpt":0.3134230032469484,"score_spread":0.23306464109721386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730997242","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":[0.95734304,0.00065023627,5.6814025e-7,0.00022999094,0.0006162991,0.0006143688,0.000019024354,0.00005739002,0.040469103],"genre_scores_gemma":[0.9924265,0.0026817827,0.00020561983,0.00027095107,0.0014216262,0.00011057223,0.0002551023,0.00009178752,0.0025360517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676263,0.00009554637,0.0008444405,0.0010311684,0.00029840018,0.0009678167],"domain_scores_gemma":[0.9980121,0.00031210593,0.00037843332,0.00093489024,0.00029364086,0.00006882017],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023705945,0.0004714538,0.0007625832,0.0010857284,0.00026650794,0.0008170505,0.0006770321,0.00043515,0.0011903438],"category_scores_gemma":[0.0007074328,0.0004883638,0.0002069673,0.00028546652,0.00037897617,0.00076657406,0.0030113372,0.0014061818,0.00029675834],"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":[0.00019252398,0.00017054637,0.92310864,0.0007238183,0.00010498714,0.000038503324,0.00017792096,0.00013717418,0.00017366932,0.0028508357,0.00082219695,0.07149921],"study_design_scores_gemma":[0.0018011945,0.00003716222,0.29511634,0.0010957018,0.00025453392,0.000008186173,0.0008838396,0.05303207,0.00008914667,0.0041608177,0.6413678,0.002153206],"about_ca_topic_score_codex":0.000626538,"about_ca_topic_score_gemma":0.0032174387,"teacher_disagreement_score":0.6405456,"about_ca_system_score_codex":0.00030084816,"about_ca_system_score_gemma":0.00013558325,"threshold_uncertainty_score":0.9997568},"labels":[],"label_agreement":null},{"id":"W2733836741","doi":"10.1093/geroni/igx004.706","title":"FINANCIAL LITERACY AND THE ECONOMIC EXPERIENCES OF OLDER ABORIGINAL ADULTS IN CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Financial literacy; Indigenous; Context (archaeology); Political science; Literacy; Population; Economic growth; Public relations; Business; Finance; Sociology; Geography; Economics; Demography","score_opus":0.006571024074989611,"score_gpt":0.24712374272021811,"score_spread":0.2405527186452285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733836741","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":[0.99822617,0.000031467254,0.000008039638,0.0006108049,0.00028622028,0.000117894844,6.7786743e-7,0.0000037493407,0.00071500236],"genre_scores_gemma":[0.99914694,0.0000066883463,0.000039258884,0.00047390527,0.0002714533,0.000024313362,0.0000070087794,0.000004683218,0.000025740987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910915,0.0000071810628,0.00046474952,0.00016275296,0.00012414677,0.0001319916],"domain_scores_gemma":[0.99919057,0.00003247221,0.00048576444,0.00018796096,0.0001013101,0.0000019209676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044617534,0.000084635656,0.00016740209,0.00037347464,0.00015269702,0.00019252239,0.00021187571,0.000018060025,0.000050709303],"category_scores_gemma":[0.0002160577,0.00006955497,0.000013845882,0.00044910953,0.00008249997,0.0011367867,0.000067568166,0.000076631855,0.0000022100471],"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":[0.000040918618,0.000004851419,0.93545586,0.000035144207,8.836848e-7,0.000003546178,0.0025044777,0.000045830904,0.000006002542,0.058636278,0.000093778486,0.0031724363],"study_design_scores_gemma":[0.0011775242,9.971138e-7,0.9807208,0.000207346,0.000003659531,2.2746035e-7,0.0009512548,0.01230943,0.000042947046,0.0019836791,0.0024948786,0.00010721214],"about_ca_topic_score_codex":0.8027862,"about_ca_topic_score_gemma":0.6053113,"teacher_disagreement_score":0.19747494,"about_ca_system_score_codex":0.00012608398,"about_ca_system_score_gemma":0.0003009626,"threshold_uncertainty_score":0.40189078},"labels":[],"label_agreement":null},{"id":"W2739952466","doi":"10.55504/0884-9153.1576","title":"College Student Debt and Anticipated Repayment Difficulty","year":2017,"lang":"en","type":"article","venue":"Journal of Student Financial Aid","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Overconfidence effect; Explanatory power; Debt; Graduation (instrument); Socialization; Actuarial science; Financial literacy; Empirical evidence; Empirical research; Finance; Economics; Psychology; Social psychology","score_opus":0.021994907166451704,"score_gpt":0.287858826252148,"score_spread":0.2658639190856963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739952466","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":[0.9960394,0.00026061508,0.000013528963,0.00070850976,0.0011300002,0.00028151678,0.0000060084412,0.00002194834,0.001538494],"genre_scores_gemma":[0.9965474,0.00015929458,0.00016487912,0.0006167499,0.0020030334,0.000006428607,0.0000045532206,0.000024956493,0.00047270505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971904,0.000020069714,0.0010093112,0.00032014804,0.001067038,0.00039304502],"domain_scores_gemma":[0.9968046,0.000030126315,0.0019363269,0.0004429442,0.00073708745,0.000048941572],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091446156,0.0003088338,0.00069537037,0.00032962006,0.0009885889,0.0006980408,0.0008286124,0.0000991778,0.00012413146],"category_scores_gemma":[0.00039843575,0.00024583517,0.00027295318,0.00022956583,0.0001313958,0.0014017996,0.0006795278,0.00026991678,0.0000538655],"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":[0.00017283198,0.0005453815,0.9849559,0.000052852698,0.000054166492,0.0003495151,0.00020094671,0.000012613234,0.0005061535,0.005409768,0.0068384362,0.0009014193],"study_design_scores_gemma":[0.0019806246,0.00010718505,0.9692759,0.00021303153,0.00034079992,0.000011530352,0.0001483964,0.00007470419,0.000060713734,0.00046760196,0.027033897,0.00028561737],"about_ca_topic_score_codex":0.00017974133,"about_ca_topic_score_gemma":0.00025662725,"teacher_disagreement_score":0.02019546,"about_ca_system_score_codex":0.00009392903,"about_ca_system_score_gemma":0.000059337515,"threshold_uncertainty_score":0.9999994},"labels":[],"label_agreement":null},{"id":"W2742748553","doi":"","title":"On the Effectiveness of Financial Literacy Education: Evidence from the Investor Education Fund","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Financial literacy; Mandate; Curriculum; Government (linguistics); Literacy; Business; Finance; Political science; Medical education; Psychology; Pedagogy; Medicine","score_opus":0.014298588700572277,"score_gpt":0.25592572341278474,"score_spread":0.24162713471221248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742748553","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":[0.99262524,0.002516899,0.00030793253,0.002912645,0.00082682236,0.00028587933,0.0000014980792,0.0000142039,0.00050887396],"genre_scores_gemma":[0.99484646,0.00041906818,0.0000169187,0.0014595761,0.0025443232,0.00003394418,0.0000068275313,0.000018842571,0.0006540522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981084,0.0002121165,0.00035995588,0.00024435038,0.00041431838,0.00066084723],"domain_scores_gemma":[0.9972458,0.0012838822,0.0005019483,0.00040363419,0.0005516741,0.000013091425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003351469,0.0001843076,0.00019553954,0.00014612552,0.0004048472,0.00019470358,0.0006065715,0.000054508237,0.00022763842],"category_scores_gemma":[0.0024502315,0.00008896752,0.00017238391,0.00056616234,0.00009226755,0.0012583133,0.00007698373,0.00050843676,0.00016754372],"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":[0.00035014228,0.00019937461,0.25328776,0.000031062253,0.000033830154,2.8913828e-7,0.00009596688,0.0000033373924,0.0019800055,0.6964709,0.0032095155,0.044337794],"study_design_scores_gemma":[0.0002777165,0.000059376736,0.43220574,0.0014891715,0.00015015996,0.000004594208,0.00013969591,0.000020788846,0.0002492196,0.55403364,0.011178802,0.00019112889],"about_ca_topic_score_codex":0.0009942862,"about_ca_topic_score_gemma":0.00048001562,"teacher_disagreement_score":0.17891797,"about_ca_system_score_codex":0.0004232184,"about_ca_system_score_gemma":0.0028483714,"threshold_uncertainty_score":0.50528884},"labels":[],"label_agreement":null},{"id":"W2746333342","doi":"10.3968/9764","title":"The Effects of Occupation on Household Assets Allocation and Risk Preference","year":2017,"lang":"en","type":"article","venue":"Canadian social science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preference; Household income; Probit model; Economics; Equity (law); Ordered probit; Multivariate probit model; Business; Demographic economics; Microeconomics; Econometrics; Geography","score_opus":0.020136723175892653,"score_gpt":0.23859279576020076,"score_spread":0.2184560725843081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746333342","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":[0.9890559,0.000018149021,0.0000044682633,0.00015845904,0.0002446323,0.00015356527,0.0000031820575,0.000009509503,0.010352173],"genre_scores_gemma":[0.99951607,0.000023678364,0.000009518044,0.00016283651,0.00020543118,0.0000065366894,0.000002629824,0.000004378984,0.0000689227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991853,0.00000956704,0.000107973385,0.0001922351,0.00028660827,0.00021827838],"domain_scores_gemma":[0.9992153,0.000047290272,0.0002990613,0.00024013939,0.00017163898,0.000026565796],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00058391906,0.00007109562,0.00008074379,0.00013057023,0.0030451408,0.00060162763,0.00043815814,0.000033184722,0.000003879825],"category_scores_gemma":[0.0013854424,0.0000566673,0.000024288624,0.00027762717,0.0004575873,0.0008173858,0.00006287176,0.00006220241,0.000011227633],"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":[0.0000040869054,0.0000043240298,0.95481735,0.000016666483,0.0000016330624,6.948495e-7,0.00006033229,4.8608536e-7,0.00026285753,0.030841213,0.0005882445,0.013402101],"study_design_scores_gemma":[0.00008035174,0.0000064532755,0.9945068,0.000024287125,0.000023763843,2.3639249e-8,0.000024005049,0.00031253803,0.0001400891,0.00080133637,0.0040084966,0.00007185118],"about_ca_topic_score_codex":0.056059867,"about_ca_topic_score_gemma":0.07190193,"teacher_disagreement_score":0.039689444,"about_ca_system_score_codex":0.00008008217,"about_ca_system_score_gemma":0.000108052656,"threshold_uncertainty_score":0.99825275},"labels":[],"label_agreement":null},{"id":"W2748996809","doi":"10.5430/afr.v6n3p169","title":"Pension Accounting Treatment: A Review of the Literature","year":2017,"lang":"en","type":"review","venue":"Accounting and Finance Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Accounting; Financial accounting; Accounting standard; Business; Financial statement; Statement (logic); Mark-to-market accounting; Accounting information system; Actuarial science; Finance; Audit; Political science; Law","score_opus":0.13451261645645834,"score_gpt":0.4046492213681166,"score_spread":0.27013660491165825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748996809","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012334295,0.99387527,1.3630259e-7,0.00017574716,0.00035799196,0.0014696425,0.000024045037,0.000037879232,0.0028258765],"genre_scores_gemma":[0.00081780716,0.9946626,0.00003743792,0.0001909557,0.0017160206,0.00015632139,0.00014758963,0.0001004434,0.0021708207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534833,0.00016239793,0.0012419801,0.0010522072,0.0012853103,0.0009097412],"domain_scores_gemma":[0.9939099,0.00036496762,0.002192299,0.0019881343,0.0015307792,0.000013907727],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004234685,0.0007165394,0.0024598332,0.0008320407,0.0017950771,0.0012027845,0.0016030809,0.000438762,0.000057233712],"category_scores_gemma":[0.0028696598,0.00044157458,0.000987308,0.002680471,0.00042189637,0.0014426858,0.0014884768,0.0011276068,0.00018865026],"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":[0.000007984639,0.00007387126,0.0029030987,0.15209325,0.000045724442,0.00002553928,0.000037669528,1.2975802e-7,0.0000010439385,0.0020069475,0.0042702584,0.8385345],"study_design_scores_gemma":[0.00012820846,0.000009929094,0.0004496781,0.25643337,0.00048756128,0.000009712764,0.0000060089355,0.000032948185,6.0074757e-7,0.00021196749,0.74191934,0.0003107002],"about_ca_topic_score_codex":0.0008608812,"about_ca_topic_score_gemma":0.000079563855,"teacher_disagreement_score":0.83822376,"about_ca_system_score_codex":0.00014231398,"about_ca_system_score_gemma":0.00033067667,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W2751075946","doi":"10.3386/w23741","title":"Household Finance in China","year":2017,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":34,"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":"China; Business; Finance; Economics; Agricultural economics; Financial system; Geography; Archaeology","score_opus":0.275000137386092,"score_gpt":0.4557761700558625,"score_spread":0.1807760326697705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751075946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14405957,0.00061313936,3.0293592e-7,0.00044026301,0.00076984806,0.0005520899,0.00004958332,0.000023859518,0.85349137],"genre_scores_gemma":[0.9722864,0.00092040584,0.000053075823,0.00004262768,0.0035115948,0.000076729055,0.0007029031,0.00006403208,0.02234225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959263,0.0000332973,0.00092934316,0.00070114085,0.0019039056,0.00050597],"domain_scores_gemma":[0.9965688,0.00018427393,0.0010002294,0.0006700699,0.0015641564,0.000012485846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0065539777,0.00028467906,0.0007295821,0.0024660018,0.0002718968,0.000346839,0.0011595661,0.00036057975,0.0005333252],"category_scores_gemma":[0.002489028,0.00030088535,0.00026728606,0.00038847874,0.0002449321,0.0010456282,0.00055543537,0.0007839758,0.0005485698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112782924,0.0002328284,0.33072266,0.0008599315,0.00006217108,0.000043965276,0.000021467937,0.0012533553,0.000038707203,0.24599688,0.41855255,0.0021027103],"study_design_scores_gemma":[0.0007559535,0.000019052746,0.37629244,0.0007556411,0.000039508348,0.0000030296337,0.000007735551,0.002991766,0.000028499471,0.2198185,0.3987049,0.0005830063],"about_ca_topic_score_codex":0.024880948,"about_ca_topic_score_gemma":0.003053254,"teacher_disagreement_score":0.8311491,"about_ca_system_score_codex":0.0011012545,"about_ca_system_score_gemma":0.0019839387,"threshold_uncertainty_score":0.9999443},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2752294273","doi":"10.1016/j.jacceco.2020.101366","title":"Contrasting the information demands of equity- and debt-holders: Evidence from pension liabilities","year":2020,"lang":"en","type":"article","venue":"Journal of Accounting and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Equity (law); Debt; Pension; Equity value; Business; Settlement (finance); Economics; Finance; Monetary economics; Internal debt; Debt levels and flows; Payment","score_opus":0.03325997456273201,"score_gpt":0.22520251786487902,"score_spread":0.191942543302147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752294273","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":[0.9973,0.00044968602,0.00010549131,0.0017527665,0.00013091785,0.00006341681,0.0000018029709,0.0000073181664,0.00018854206],"genre_scores_gemma":[0.99685264,0.00031023833,0.0003413104,0.0017786192,0.0007049225,4.648907e-7,0.000003127243,0.0000066161124,0.0000020645116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989282,0.000009317204,0.000712401,0.00009597698,0.00012940151,0.0001246879],"domain_scores_gemma":[0.9980912,0.00028506707,0.001241379,0.00008031984,0.00028625823,0.000015784704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010015708,0.00011056489,0.00029823385,0.00010533041,0.00016713065,0.00051325,0.00017406138,0.000044496835,0.00002791133],"category_scores_gemma":[0.0011566279,0.00008275807,0.00007518879,0.00011284334,0.0000696058,0.004272755,0.00029610188,0.00013774924,0.0000046351497],"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":[0.00015750417,0.000009641558,0.98566335,0.00024782735,0.000033902466,0.0000010670402,0.0014056353,0.00060491444,0.00045972018,0.0009890709,0.00053012714,0.009897263],"study_design_scores_gemma":[0.0016160314,0.00011168005,0.7408651,0.0012041554,0.0007093009,0.000012033291,0.0072802836,0.22953068,0.00037775253,0.008582281,0.0092289215,0.00048179613],"about_ca_topic_score_codex":0.00033778598,"about_ca_topic_score_gemma":0.00004033535,"teacher_disagreement_score":0.24479824,"about_ca_system_score_codex":0.00001607351,"about_ca_system_score_gemma":0.000028675438,"threshold_uncertainty_score":0.49492815},"labels":[],"label_agreement":null},{"id":"W2753236320","doi":"10.1017/s1474747217000269","title":"The effect of tax withholding on pre-retirement savings withdrawals: evidence from Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Memorial University of Newfoundland","funders":"","keywords":"Economics; Withholding tax; De facto; Sample (material); Monetary economics; Ad valorem tax; Public economics; Tax reform","score_opus":0.011413954530184327,"score_gpt":0.22365315343492276,"score_spread":0.21223919890473844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753236320","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":[0.9973615,0.0006638454,0.0000044146977,0.0010962837,0.0005614157,0.0001351444,0.0000062155996,0.0000019631495,0.00016924487],"genre_scores_gemma":[0.9973707,0.001799974,0.00011981375,0.00016787212,0.0003997075,0.000002737297,0.000001235527,0.0000137082125,0.00012420666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987764,0.000016235243,0.0006215012,0.00020443469,0.000189918,0.00019155377],"domain_scores_gemma":[0.99671686,0.00033880735,0.0022454297,0.0004786411,0.00020386609,0.0000163986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008985331,0.00017793164,0.00044210735,0.00008325102,0.00085866963,0.00036459175,0.00051459577,0.00004102216,0.000012265798],"category_scores_gemma":[0.0008428165,0.0001210327,0.0001186838,0.00005875998,0.000121852165,0.0008650604,0.00020346722,0.00017093854,0.0000027796539],"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":[0.0006362823,0.000024921888,0.97843826,0.00005304524,0.000060185943,0.000030952797,0.00005546897,0.001622284,0.0006029583,0.0034356082,0.006040978,0.008999084],"study_design_scores_gemma":[0.000758014,0.00016818002,0.955342,0.0011783512,0.00020027344,0.0000033094657,0.000028744136,0.007936401,0.00103891,0.0006814983,0.03242377,0.00024057984],"about_ca_topic_score_codex":0.1440377,"about_ca_topic_score_gemma":0.15621738,"teacher_disagreement_score":0.026382789,"about_ca_system_score_codex":0.00008373503,"about_ca_system_score_gemma":0.00010974847,"threshold_uncertainty_score":0.8616622},"labels":[],"label_agreement":null},{"id":"W2765109434","doi":"10.1111/joca.12242","title":"Impact of Financial Education Mandates on Younger Consumers' Use of Alternative Financial Services","year":2019,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Financial services; Quarter (Canadian coin); Consumer education; Financial plan; Business; Economics; Marketing","score_opus":0.011069623976588094,"score_gpt":0.25230953384732624,"score_spread":0.24123990987073815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765109434","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":[0.997364,0.00031265483,0.0000083101695,0.00005144354,0.0009558621,0.00022892111,0.000021327294,0.000008069506,0.0010494124],"genre_scores_gemma":[0.9988982,0.000090663234,0.00023499211,0.00016457465,0.0003804642,0.0000020499629,0.000024714189,0.000022771843,0.00018158762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979446,0.0000350913,0.0009648241,0.00020917016,0.00060729514,0.00023903226],"domain_scores_gemma":[0.9957462,0.00013993334,0.0022455442,0.00027588787,0.0015640595,0.0000284046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039573308,0.0002626599,0.00068724947,0.0008428343,0.000057746493,0.00009875092,0.00033546195,0.00010316766,0.00072337856],"category_scores_gemma":[0.0003299918,0.00021114787,0.00050379435,0.0005624384,0.00009807641,0.0021329154,0.00008307401,0.00021994325,0.00010626009],"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":[0.00088595075,0.00043129345,0.987454,0.00025358322,0.000108935244,0.000006972896,0.00016276586,0.0001835839,0.002270842,0.0021454315,0.0032340158,0.0028626241],"study_design_scores_gemma":[0.0014945642,0.00027718177,0.9819618,0.00093427696,0.00049748144,0.00000652675,0.00016565307,0.00046900034,0.0010468934,0.00084725174,0.011969939,0.0003294582],"about_ca_topic_score_codex":0.0014549381,"about_ca_topic_score_gemma":0.00010685947,"teacher_disagreement_score":0.008735923,"about_ca_system_score_codex":0.000073595496,"about_ca_system_score_gemma":0.00040524357,"threshold_uncertainty_score":0.861036},"labels":[],"label_agreement":null},{"id":"W2765419925","doi":"10.60082/2817-5069.3183","title":"Millennials in Crisis: Myth-Busting Millennial Debt Narratives","year":2017,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; Women's and Gender Studies et Recherches Féministes","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Student debt; Credit card; Financial literacy; Debt; Legislation; Face (sociological concept); Economics; Political science; Sociology; Finance; Law; Social science","score_opus":0.023212369135132735,"score_gpt":0.26133754145338806,"score_spread":0.2381251723182553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765419925","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":[0.66102684,0.0011600443,0.0001102254,0.0048655807,0.0018692762,0.00034274094,0.000005179046,0.000102549886,0.33051756],"genre_scores_gemma":[0.9928643,0.000115555784,0.0013658103,0.0017535066,0.0035771693,0.000010484787,0.000010906598,0.00005408281,0.0002481644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972376,0.00005712106,0.0008956926,0.00047102856,0.00064600736,0.00069252175],"domain_scores_gemma":[0.9976576,0.00004260391,0.001216583,0.00060446654,0.00042692336,0.000051813324],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014127553,0.00038358523,0.00060012395,0.0004004749,0.0027490985,0.0021393362,0.0009745227,0.00015841522,0.0008019434],"category_scores_gemma":[0.00046812097,0.0003436048,0.00031057317,0.0002340129,0.00015274681,0.0042794873,0.00036651586,0.0005483386,0.00031678428],"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":[0.0004571063,0.00051662244,0.5091239,0.00025605754,0.0001441461,0.0011801029,0.0015588327,0.00027815904,0.002839494,0.45191976,0.026498914,0.005226897],"study_design_scores_gemma":[0.0109973205,0.00015316455,0.39197847,0.0028116072,0.0007820273,0.00022649972,0.008449297,0.0058135213,0.0006402083,0.3657393,0.20840123,0.0040073805],"about_ca_topic_score_codex":0.023266949,"about_ca_topic_score_gemma":0.06616571,"teacher_disagreement_score":0.33183748,"about_ca_system_score_codex":0.00008702007,"about_ca_system_score_gemma":0.000039586474,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W2766386392","doi":"10.3386/w20618","title":"Evaluating Deliberative Competence: A Simple Method with an Application to Financial Choice","year":2014,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Alfred P. Sloan Foundation","keywords":"Competence (human resources); Simple (philosophy); Finance; Actuarial science; Computer science; Psychology; Business; Social psychology","score_opus":0.31293553450241424,"score_gpt":0.5453101197453744,"score_spread":0.23237458524296012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766386392","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":[0.5388079,0.00030327175,0.0075969305,0.0020462272,0.0010102937,0.009511259,0.00025691203,0.00027786396,0.4401893],"genre_scores_gemma":[0.94974804,0.000029013085,0.02815679,0.00083803345,0.011705966,0.0010758244,0.005610109,0.00017982836,0.0026564142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99436235,0.00017708012,0.0010194544,0.0010712583,0.0028522527,0.0005176215],"domain_scores_gemma":[0.9887238,0.0009272193,0.00094584684,0.0005641875,0.008788644,0.00005027091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011617556,0.0003633861,0.0007889107,0.0016775228,0.00044046686,0.00032941572,0.00079930644,0.00028404905,0.00048291506],"category_scores_gemma":[0.0045800214,0.0003459605,0.00016533304,0.0010083697,0.0001259581,0.0008918131,0.0003564648,0.0005898551,0.0004113479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016738179,0.0007586718,0.12504475,0.0020968055,0.0003716824,0.000008806275,0.00032987815,0.050596844,0.0020513753,0.6378387,0.11194641,0.067282215],"study_design_scores_gemma":[0.0021902525,0.0008588971,0.06543731,0.00068485126,0.00039460757,0.000009268449,0.00012194614,0.36483842,0.00030968915,0.31128216,0.25194183,0.0019307489],"about_ca_topic_score_codex":0.01780306,"about_ca_topic_score_gemma":0.007823005,"teacher_disagreement_score":0.4375329,"about_ca_system_score_codex":0.001025494,"about_ca_system_score_gemma":0.0023447867,"threshold_uncertainty_score":0.99989927},"labels":[],"label_agreement":null},{"id":"W2767023485","doi":"10.1162/rest_a_00711","title":"Crowd-Out, Education, and Employer Contributions to Workplace Pensions: Evidence from Canadian Tax Records","year":2017,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Statistics Canada","funders":"","keywords":"Pension; Crowds; Perspective (graphical); Identification (biology); Labour economics; Economics; Public economics; Business; Actuarial science; Finance","score_opus":0.02615297721667939,"score_gpt":0.2967265186054934,"score_spread":0.27057354138881395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767023485","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":[0.82572925,0.1183645,0.0013047388,0.04380964,0.0019273713,0.0023643302,0.002782207,0.000024869067,0.0036930777],"genre_scores_gemma":[0.596262,0.37224314,0.01196316,0.015351867,0.0013142728,0.00008131076,0.00035903938,0.00005011135,0.0023751166],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921954,0.000015498297,0.0003674948,0.00020252031,0.000044537752,0.00015038322],"domain_scores_gemma":[0.9985215,0.0001739132,0.00040814516,0.00048543588,0.000364669,0.00004630474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055437663,0.00012089495,0.00031779564,0.000069994174,0.00057356735,0.00031088083,0.00025583856,0.000028303984,0.00017248344],"category_scores_gemma":[0.002149441,0.0000981139,0.000034925062,0.00005490652,0.00009051901,0.00034970217,0.0001448789,0.00006288049,0.00006424978],"study_design_candidate":"not_applicable","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":[0.000031248943,0.00005301871,0.3344052,0.001805284,0.00007446822,0.0000027963595,0.00020657424,0.000014272211,0.000008238859,0.26876935,0.32185805,0.072771475],"study_design_scores_gemma":[0.00016403095,0.000013880585,0.34591025,0.006153862,0.00054278533,0.0000011560712,0.000049948903,0.0018158496,0.0000026769533,0.026460938,0.61854124,0.00034338213],"about_ca_topic_score_codex":0.10445378,"about_ca_topic_score_gemma":0.21237108,"teacher_disagreement_score":0.2966832,"about_ca_system_score_codex":0.00004337438,"about_ca_system_score_gemma":0.00018510383,"threshold_uncertainty_score":0.90150976},"labels":[],"label_agreement":null},{"id":"W2768023057","doi":"10.1142/9789813144385_0004","title":"Stock Ownership Decisions in Defined Contribution Pension Plans","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pension; Stock (firearms); Business; Actuarial science; Finance; Materials science; Metallurgy","score_opus":0.03655653217864267,"score_gpt":0.23698733973284294,"score_spread":0.20043080755420029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768023057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014380031,0.00018079208,0.00007382234,0.00035614558,0.0031773048,0.0011700857,0.0001315247,0.00025462158,0.9802757],"genre_scores_gemma":[0.17203566,0.0000019861175,0.000065207176,0.0004089355,0.000796985,0.000025525662,0.00063847617,0.000079669575,0.8259476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957267,0.000022698514,0.0010490128,0.0012794645,0.0012054142,0.00071673153],"domain_scores_gemma":[0.9971151,0.0002491633,0.0008119188,0.0010746706,0.0006968683,0.000052313422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015912014,0.0006166602,0.0007864887,0.0031456,0.00070542353,0.00082956994,0.0006659733,0.00029883275,0.0016660364],"category_scores_gemma":[0.00028021768,0.0004949245,0.00042198648,0.0003760212,0.00036312503,0.00048470256,0.0004612088,0.00046299212,0.003867228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018911413,0.000049891045,0.013636581,0.00005656236,0.000027332862,0.00012893474,0.00005400103,0.000005616555,0.0010744676,0.8909256,0.08652412,0.007327815],"study_design_scores_gemma":[0.00076646416,0.0000071286477,0.0023242347,0.0013976614,0.00017842437,0.0000012602959,0.0000043721607,0.0002413417,0.00004591716,0.056110445,0.93822515,0.0006976021],"about_ca_topic_score_codex":0.000060655148,"about_ca_topic_score_gemma":0.032619983,"teacher_disagreement_score":0.851701,"about_ca_system_score_codex":0.00026305154,"about_ca_system_score_gemma":0.00011931113,"threshold_uncertainty_score":0.99975026},"labels":[],"label_agreement":null},{"id":"W2768754566","doi":"10.15185/izawol.400","title":"The value of financial literacy and financial education for workers","year":2017,"lang":"en","type":"article","venue":"IZA World of Labor","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Fonds de Recherche du Québec-Société et Culture; Network for Studies on Pensions, Aging and Retirement; Center for Retirement Research, Boston College; University of Pennsylvania; RAND Corporation","keywords":"Financial literacy; Debt; Value (mathematics); Business; Finance; Net worth; Psychological intervention; Literacy; Inequality; Economics; Economic growth; Psychology","score_opus":0.009086000710028767,"score_gpt":0.2664703697265919,"score_spread":0.25738436901656314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768754566","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":[0.9949058,0.00055944244,0.000028186802,0.0014906862,0.0008407162,0.00038783823,0.00001606294,0.000014684969,0.0017565812],"genre_scores_gemma":[0.99509966,0.000028458468,0.0009413251,0.00054724445,0.0011275084,0.00003637581,0.000020180754,0.000016871769,0.0021823805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897224,0.0000087500375,0.00040479455,0.00021435304,0.00019708341,0.00020275735],"domain_scores_gemma":[0.9981654,0.000112798014,0.0007492834,0.0004611884,0.00050035724,0.00001094104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042315485,0.00014195197,0.00025897898,0.00018908284,0.00060076785,0.0002632536,0.00038910325,0.000044072825,0.000026337015],"category_scores_gemma":[0.0013262636,0.00011214332,0.00011517204,0.0003290353,0.00016562518,0.0007978036,0.00015056446,0.00006722541,0.0000061297483],"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":[0.00021628093,0.00009099719,0.7614106,0.00021594857,0.000007816835,4.8955656e-7,0.00010389699,0.0000057242296,0.00016336927,0.19013967,0.011849112,0.035796117],"study_design_scores_gemma":[0.00037777663,0.000010951544,0.74069214,0.00019516911,0.00009521689,8.180161e-8,0.000014742317,0.00046407856,0.00021274792,0.01073771,0.24707054,0.000128853],"about_ca_topic_score_codex":0.00067909673,"about_ca_topic_score_gemma":0.0007945204,"teacher_disagreement_score":0.23522143,"about_ca_system_score_codex":0.000012937028,"about_ca_system_score_gemma":0.00013771858,"threshold_uncertainty_score":0.46206814},"labels":[],"label_agreement":null},{"id":"W2770536358","doi":"10.2139/ssrn.3124120","title":"Premature Deaths, Accidental Bequests and Fairness","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Accidental; Economics; Demographic economics; Actuarial science","score_opus":0.005236173012844765,"score_gpt":0.21926823557693342,"score_spread":0.21403206256408866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770536358","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":[0.9950237,0.001403632,0.00026477795,0.00035430404,0.00034106857,0.0001318142,5.702407e-7,0.00006781352,0.0024122682],"genre_scores_gemma":[0.99400294,0.00034090554,0.00007191403,0.00054814416,0.0037319188,0.0000033022757,0.000012882135,0.00003417099,0.0012538175],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974974,0.000018789808,0.0003174128,0.00029638273,0.00037474348,0.0014953114],"domain_scores_gemma":[0.9991929,0.000014861006,0.00028464326,0.00018723158,0.00029702787,0.000023367445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010648866,0.00022900847,0.00024468225,0.00029045073,0.00052804826,0.0004630758,0.00030989616,0.0001000071,0.00021958818],"category_scores_gemma":[0.00011259855,0.0001955962,0.00011522939,0.0004453401,0.00008957255,0.0015492581,0.00016690537,0.0008190216,0.00025485732],"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":[0.00013228598,0.00007852766,0.7110528,0.00003575673,0.00008073075,0.000018305873,0.00010653822,0.0000015702285,0.00066760153,0.2770166,0.0018907847,0.00891849],"study_design_scores_gemma":[0.002187518,0.00023844391,0.37189323,0.00024943505,0.00062579295,0.00057500566,0.0012051009,0.0014211113,0.0002505107,0.5721932,0.048009228,0.0011514272],"about_ca_topic_score_codex":0.00031578596,"about_ca_topic_score_gemma":0.003886844,"teacher_disagreement_score":0.33915955,"about_ca_system_score_codex":0.00023427834,"about_ca_system_score_gemma":0.0002171308,"threshold_uncertainty_score":0.7976182},"labels":[],"label_agreement":null},{"id":"W2771138943","doi":"10.1111/ecno.12110","title":"Young Adults and Their Finances: An International Comparative Study on Applied Financial Literacy","year":2017,"lang":"en","type":"article","venue":"Economic Notes","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Financial literacy; Financial plan; Pension; Business; Finance; Financial analysis; Economics","score_opus":0.029632094169698517,"score_gpt":0.2807066484787876,"score_spread":0.2510745543090891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771138943","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":[0.9878847,0.000012556506,0.000008343464,0.000099541474,0.00072865584,0.0003327557,0.0000164363,0.00003978762,0.010877215],"genre_scores_gemma":[0.9979043,0.000006401742,0.00006652299,0.00026598302,0.0015719327,0.000037286136,0.00006300851,0.000015626827,0.00006895263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989016,0.0000080520485,0.00031503747,0.0004988509,0.00008583797,0.000190597],"domain_scores_gemma":[0.998906,0.00006117186,0.0004549948,0.0004902476,0.00007332774,0.000014244611],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023668131,0.00023485701,0.00032985472,0.00016886351,0.00056036597,0.0010612671,0.0005011392,0.000043921056,0.00017530077],"category_scores_gemma":[0.00010454589,0.00020757866,0.000061700506,0.000035107398,0.00008120923,0.0021953594,0.00023204583,0.000104099854,0.00032411917],"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":[0.00028053302,0.00022364708,0.9780702,0.000011597815,0.000022138915,0.0000038162675,0.0019485971,0.000045440465,0.000037857208,0.009560809,0.00019551264,0.009599865],"study_design_scores_gemma":[0.0010434368,0.000044106633,0.9865489,0.000043982785,0.000021701106,2.926463e-7,0.00030561246,0.00608071,0.00006849669,0.0015868767,0.0039912546,0.00026465172],"about_ca_topic_score_codex":0.0010147024,"about_ca_topic_score_gemma":0.0015253786,"teacher_disagreement_score":0.010808263,"about_ca_system_score_codex":0.000041183368,"about_ca_system_score_gemma":0.00001696686,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W2771201187","doi":"10.1111/ajag.12486","title":"Ageing and the economic life cycle: The National Transfer Accounts approach","year":2017,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Department of Social Services, Australian Government","keywords":"Ageing; Consumption (sociology); Demographic economics; Unit (ring theory); Private consumption; Cohort; National accounts; Economics; Transfer (computing); Age structure; Life-cycle hypothesis; Geography; Demography; Population; Sociology; Psychology; Medicine; Macroeconomics","score_opus":0.02481987400271653,"score_gpt":0.25274328559673115,"score_spread":0.2279234115940146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771201187","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":[0.9695754,0.000040388433,0.00004740743,0.0052477918,0.00042202548,0.00021856102,0.000002286834,0.0000237885,0.024422357],"genre_scores_gemma":[0.9937995,0.00003700126,0.000048827576,0.0026204605,0.0030308156,0.000008963108,0.000004473574,0.000029036895,0.0004208849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983839,0.000047144356,0.00046086736,0.00027839764,0.00048066655,0.00034904675],"domain_scores_gemma":[0.99901736,0.00009527776,0.00042508624,0.0003090308,0.000118135315,0.000035120556],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018682479,0.00024399352,0.000287514,0.00018288716,0.0029247566,0.0034267094,0.00079083967,0.00007133524,0.00028299558],"category_scores_gemma":[0.00037958683,0.00014326978,0.00022650596,0.00009806459,0.0002869176,0.0019676895,0.000118984026,0.00055691047,0.00015286334],"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":[0.0016401735,0.00033834297,0.4251234,0.00036922997,0.0010420505,0.00075725064,0.002673579,0.0236946,0.00054325594,0.4688418,0.032981362,0.04199499],"study_design_scores_gemma":[0.0028220874,0.000012750782,0.94619703,0.00016459181,0.0002773653,0.000052488922,0.00033252547,0.022721145,0.000011820312,0.0073343846,0.019667467,0.00040634137],"about_ca_topic_score_codex":0.00018453128,"about_ca_topic_score_gemma":0.00006416316,"teacher_disagreement_score":0.52107364,"about_ca_system_score_codex":0.00007595501,"about_ca_system_score_gemma":0.000054817647,"threshold_uncertainty_score":0.9983733},"labels":[],"label_agreement":null},{"id":"W2771547840","doi":"10.2139/ssrn.3076150","title":"Conflicted Advice About Portfolio Diversification","year":2017,"lang":"en","type":"preprint","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Global Risk Institute in Financial Services","funders":"Queen Mary University of London","keywords":"Diversification (marketing strategy); Portfolio; Financial services; Business; Financial economics; Investment portfolio; Actuarial science; Economics; Finance; Marketing","score_opus":0.02237848729390877,"score_gpt":0.27028972485509944,"score_spread":0.24791123756119068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771547840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18393646,0.5938569,0.00010133522,0.0049813404,0.011472205,0.011223435,0.0005505739,0.002625841,0.19125193],"genre_scores_gemma":[0.33221453,0.49173412,0.001632743,0.09693914,0.028850026,0.0015480982,0.032473996,0.0006286878,0.0139786685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961911,0.00003882153,0.0012096795,0.001172101,0.0008262669,0.00056203036],"domain_scores_gemma":[0.99326086,0.000023066106,0.0033498262,0.0020088474,0.0013163323,0.00004105126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081576087,0.0007569999,0.00148515,0.0003653823,0.00071889197,0.00076647324,0.0022165661,0.00047317898,0.0021534439],"category_scores_gemma":[0.0003365076,0.0007516127,0.00069159904,0.00061890687,0.00007896045,0.0013379032,0.0023187296,0.00064449327,0.0032796946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019268124,0.0006242222,0.40506282,0.28014877,0.00022243605,0.00024077346,0.000257598,0.000053770367,0.000053528296,0.03182644,0.21673268,0.064584285],"study_design_scores_gemma":[0.0002019766,0.000004148488,0.22068444,0.017064022,0.0010375303,7.224246e-7,0.0000028527463,0.00061618927,0.000001713905,0.0012004144,0.75851583,0.00067018066],"about_ca_topic_score_codex":0.008425042,"about_ca_topic_score_gemma":0.0011698117,"teacher_disagreement_score":0.54178315,"about_ca_system_score_codex":0.00010328711,"about_ca_system_score_gemma":0.0001670225,"threshold_uncertainty_score":0.9994935},"labels":[],"label_agreement":null},{"id":"W2772340637","doi":"10.3982/qe1851","title":"Permanent‐income inequality","year":2022,"lang":"en","type":"preprint","venue":"Quantitative Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Permanent income hypothesis; Human capital; Market liquidity; Inequality; Consumption (sociology); Income shares; Economic inequality; Distribution (mathematics); Econometrics; Discounting; Income distribution; Labour economics; Wealth elasticity of demand; Income inequality metrics; Autonomous consumption; National wealth; Monetary economics; Macroeconomics; Finance; Debt","score_opus":0.053875228732078895,"score_gpt":0.29285361307048946,"score_spread":0.23897838433841057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772340637","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":[0.9781393,0.000264651,0.000064372914,0.00035544168,0.0021730333,0.00051893905,0.00016308326,0.00016889644,0.018152287],"genre_scores_gemma":[0.99093086,0.000162959,0.0016727431,0.0019643882,0.0013365198,0.00016062328,0.002437092,0.00012511763,0.0012096859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727505,0.00006343409,0.0009895891,0.0009963043,0.00024032965,0.0004352664],"domain_scores_gemma":[0.9973789,0.00014186796,0.0013227406,0.0008814615,0.00025243728,0.000022578908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001076378,0.0005338875,0.00087316317,0.0006748917,0.0003960349,0.0005560953,0.00088872545,0.00018465806,0.005224799],"category_scores_gemma":[0.0002745208,0.0006189362,0.00050892355,0.00034122312,0.00011544491,0.0008907354,0.0029422962,0.000743999,0.0015190741],"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":[0.00009969041,0.00014078611,0.5530424,0.0005611694,0.000108378845,0.000017107543,0.0002825567,0.006046303,0.00000893665,0.43649492,0.003007371,0.0001903819],"study_design_scores_gemma":[0.0010061756,0.000055736615,0.45725098,0.00018438317,0.0006539914,0.0000010815234,0.0010963413,0.07540321,0.000012953617,0.1634899,0.29830506,0.002540188],"about_ca_topic_score_codex":0.0020754924,"about_ca_topic_score_gemma":0.0006142276,"teacher_disagreement_score":0.29529768,"about_ca_system_score_codex":0.00035768095,"about_ca_system_score_gemma":0.00011189493,"threshold_uncertainty_score":0.9996262},"labels":[],"label_agreement":null},{"id":"W2774098789","doi":"10.5539/ijef.v10n1p93","title":"Differences in Risk Tolerance and Asset Allocation among White, Black, and Hispanic Households in the United States","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tokyo Center for Economic Research","keywords":"Asset (computer security); Ethnic group; Race (biology); Demographic economics; Inequality; Propensity score matching; Asset allocation; Economics; Affect (linguistics); Sample (material); Matching (statistics); Demography; Psychology; Statistics; Political science; Finance; Sociology; Mathematics","score_opus":0.016573488564739596,"score_gpt":0.22068270666633394,"score_spread":0.20410921810159435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774098789","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":[0.9985661,0.00013344118,0.000008384775,0.001017263,0.000127404,0.00005023859,0.000005344891,0.000001042367,0.00009078387],"genre_scores_gemma":[0.9912208,0.008241061,0.000056628967,0.0002809597,0.00016777235,0.0000016576896,0.0000070818996,0.0000047061303,0.000019372057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993998,0.000010761024,0.00032133216,0.00012040003,0.0000672443,0.000080492384],"domain_scores_gemma":[0.9990241,0.00004729781,0.0007255642,0.00008990249,0.0001083229,0.0000048163593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862331,0.00008410173,0.00015936844,0.00020231798,0.00009080047,0.00054636877,0.00027419283,0.0000308749,0.000003911861],"category_scores_gemma":[0.00009549734,0.00006678236,0.00002294799,0.000052029554,0.00010886047,0.0010683676,0.00007809391,0.00011949348,6.909713e-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":[0.000032287735,0.000021066653,0.99357533,0.000005169504,0.0000065053805,0.000006753883,0.00020900539,0.0009847556,0.0000013116356,0.004148021,0.000057835823,0.0009519305],"study_design_scores_gemma":[0.00044322203,0.0000104554765,0.89390373,0.0000757354,0.000010854089,0.0000022750526,0.00008880674,0.09950265,0.0000010273334,0.0040816963,0.0018107919,0.00006873216],"about_ca_topic_score_codex":0.0015021665,"about_ca_topic_score_gemma":0.0030358217,"teacher_disagreement_score":0.09967161,"about_ca_system_score_codex":0.000018721521,"about_ca_system_score_gemma":0.0000087002245,"threshold_uncertainty_score":0.52686465},"labels":[],"label_agreement":null},{"id":"W2774526965","doi":"","title":"A Literature Review on Accounts Manipulation","year":2003,"lang":"en","type":"review","venue":"Accounting Auditing Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Conceptual framework; Debt; Earnings; Political science; Economics; Accounting; Sociology; Finance; Social science; Law","score_opus":0.027828086566184088,"score_gpt":0.28025815885611705,"score_spread":0.25243007228993297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774526965","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020972788,0.98892885,0.000023884937,0.00013926171,0.001159648,0.0021942917,0.00004519719,0.00040335415,0.007084516],"genre_scores_gemma":[0.00034670442,0.974775,0.000064661,0.016196335,0.005914754,0.0003345491,0.0013097102,0.00029718629,0.00076109235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372023,0.00016196062,0.002225021,0.0015391918,0.001274541,0.00107906],"domain_scores_gemma":[0.99276394,0.00046498212,0.0044947993,0.0012857751,0.000954888,0.00003562065],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024981538,0.0014937063,0.0036969292,0.0013441505,0.0007013142,0.001656834,0.0009906793,0.0006435254,0.00078345294],"category_scores_gemma":[0.0026845438,0.001274084,0.0016514164,0.0031992726,0.000057491725,0.0019519066,0.00019477897,0.0012786231,0.00448982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028669585,0.00022540461,0.0014495035,0.24892935,0.0003716025,0.00026789546,0.00001701667,0.000017997354,0.0000010152721,0.0075788987,0.09190066,0.649212],"study_design_scores_gemma":[0.00041287788,0.000007929362,0.00007831088,0.19609755,0.0032162005,0.000016804917,0.000001895969,0.00023756336,3.1186943e-8,0.00010494093,0.79884726,0.0009786173],"about_ca_topic_score_codex":0.00007220838,"about_ca_topic_score_gemma":0.00001722119,"teacher_disagreement_score":0.7069466,"about_ca_system_score_codex":0.0002791288,"about_ca_system_score_gemma":0.00012457545,"threshold_uncertainty_score":0.9997812},"labels":[],"label_agreement":null},{"id":"W2780938199","doi":"10.1002/jid.3339","title":"Payday Lending and Microcredit: Two Faces of the Same Problem?","year":2017,"lang":"en","type":"article","venue":"Journal of International Development","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Respondent; Financial literacy; Loan; Politics; Economics; Microfinance; Business; Development economics; Demographic economics; Economic growth; Finance; Political science","score_opus":0.016028847161786413,"score_gpt":0.2516588044607191,"score_spread":0.23562995729893269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780938199","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":[0.9941856,0.00008350532,0.000054701937,0.0014840206,0.0009977407,0.00007005462,0.0000012301933,0.000003546036,0.0031195502],"genre_scores_gemma":[0.99528384,0.000027964006,0.003197784,0.0002491109,0.0005802703,0.0000014631736,0.0000022690515,0.000007867052,0.00064940355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872893,0.0000064074584,0.0005378142,0.00010204005,0.0005201546,0.00010467718],"domain_scores_gemma":[0.99776393,0.000022153845,0.0015054712,0.00012193013,0.0005767637,0.000009724892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057528756,0.0001045572,0.0001824192,0.00020715683,0.000274843,0.00029192123,0.00061997084,0.000022691222,0.0001376729],"category_scores_gemma":[0.00024160818,0.00006822204,0.00009063815,0.00006643375,0.00006412955,0.00092972355,0.00036410618,0.000105661864,0.000010534908],"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":[0.00003099001,0.000049877763,0.98844945,0.00003243681,0.00007059135,0.0000061452756,0.00017241455,0.00002207419,0.00260197,0.002576359,0.0019688213,0.0040188744],"study_design_scores_gemma":[0.00052473665,0.0000055585815,0.91485846,0.00039768007,0.00004257991,0.00000956769,0.00006433905,0.00014658092,0.0026902158,0.0012020088,0.079951346,0.00010694404],"about_ca_topic_score_codex":0.00009141959,"about_ca_topic_score_gemma":0.000099760575,"teacher_disagreement_score":0.07798252,"about_ca_system_score_codex":0.00005537379,"about_ca_system_score_gemma":0.00005824842,"threshold_uncertainty_score":0.2815003},"labels":[],"label_agreement":null},{"id":"W2781781316","doi":"10.14687/jhs.v14i4.5038","title":"Financial literacy and its status in the mathematics curriculums of Turkey&lt;p&gt;Finansal okuryazarlık ve Türkiye matematik öğretim programlarındaki konumu","year":2017,"lang":"en","type":"article","venue":"Journal of Human Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Curriculum; Mathematics education; Literacy; Political science; Theme (computing); Pedagogy; Sociology; Finance; Psychology; Economics; Computer science","score_opus":0.027958462784497266,"score_gpt":0.3084636443690519,"score_spread":0.2805051815845546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781781316","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":[0.99677324,0.00060988107,0.000007731031,0.00032950164,0.00026085123,0.000261289,0.000002782345,0.000008132786,0.0017465816],"genre_scores_gemma":[0.9984242,0.000065282264,0.00082289166,0.00011400198,0.00047906456,0.0000054386796,0.0000021135652,0.0000110109095,0.00007601706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711454,0.000042152245,0.0010811562,0.00025147555,0.0010948209,0.00041585296],"domain_scores_gemma":[0.9964953,0.00008626302,0.002547202,0.00032839898,0.0005205663,0.000022242113],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032988759,0.00023013023,0.00055483374,0.0005653363,0.0009489888,0.0016166362,0.0012766366,0.000059994618,0.0001035141],"category_scores_gemma":[0.0009669665,0.00014301186,0.00018332481,0.0006022622,0.0004461829,0.0034070641,0.00024662694,0.00023323196,0.000013499952],"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":[0.00008295366,0.0012522761,0.79563946,0.0016832262,0.000039294,0.00030256528,0.010987842,0.00007863192,0.0031481278,0.17821378,0.0039306134,0.004641216],"study_design_scores_gemma":[0.0018965253,0.00051541557,0.9284605,0.0026498334,0.0003847376,0.00007580296,0.0016813342,0.009688258,0.00038207855,0.044087183,0.009413491,0.00076486677],"about_ca_topic_score_codex":0.0001261445,"about_ca_topic_score_gemma":0.00014445929,"teacher_disagreement_score":0.13412659,"about_ca_system_score_codex":0.000024344574,"about_ca_system_score_gemma":0.000085912034,"threshold_uncertainty_score":0.9994198},"labels":[],"label_agreement":null},{"id":"W2782170141","doi":"10.2139/ssrn.3088728","title":"Valuation of a Early Exercise Defined Benefit (DB) Underpin Hybrid Pension Benefit","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Society of Actuaries","keywords":"Valuation (finance); Pension; Actuarial science; Business; Economics; Finance","score_opus":0.02069270458115516,"score_gpt":0.24299441215131268,"score_spread":0.22230170757015752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782170141","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":[0.9963957,0.0009798273,0.00049603137,0.00042879986,0.00031106605,0.00023618159,0.0000019864215,0.000038404312,0.0011120084],"genre_scores_gemma":[0.9967208,0.000850862,0.00011515852,0.000105588406,0.0007239197,0.0000063974944,0.000032785287,0.00004670047,0.0013977779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99676865,0.000012771858,0.0006559524,0.00035925343,0.00076823885,0.0014351313],"domain_scores_gemma":[0.99719507,0.000026392676,0.0014103332,0.0006215597,0.00072003616,0.000026623138],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019783871,0.00028750647,0.00046146353,0.00046642558,0.0012689343,0.0007406321,0.00072191167,0.00008610918,0.00017656779],"category_scores_gemma":[0.00027417555,0.0002679676,0.00032482692,0.00025237544,0.00008970721,0.0020522785,0.00023070392,0.000698284,0.0002084326],"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":[0.0006208388,0.00025589042,0.4583795,0.000089689885,0.00013670237,0.000017094098,0.000089608315,0.0002905822,0.0024533756,0.4760242,0.00029597865,0.06134653],"study_design_scores_gemma":[0.0016725003,0.0001152021,0.32706007,0.00035841114,0.0006320492,0.000023620958,0.0001145973,0.0035340434,0.00034525365,0.66488814,0.0007969678,0.00045915414],"about_ca_topic_score_codex":0.002560225,"about_ca_topic_score_gemma":0.0032436808,"teacher_disagreement_score":0.18886392,"about_ca_system_score_codex":0.00031325588,"about_ca_system_score_gemma":0.00039628622,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2783154075","doi":"","title":"Debt and its use among Puerto Rican undergraduate students","year":2015,"lang":"en","type":"article","venue":"Fórum Empresarial","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Student debt; Puerto rican; Debt; Student loan; Political science; Humanities; Quarter (Canadian coin); Welfare economics; Sociology; Economics; Geography; Ethnology; Finance; Art","score_opus":0.03609774359694639,"score_gpt":0.25621037367506005,"score_spread":0.22011263007811366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783154075","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":[0.9965723,0.000053702195,0.000016830985,0.00033714055,0.0009972821,0.0003455696,0.000008082467,0.00013555761,0.001533502],"genre_scores_gemma":[0.995956,0.0000071753907,0.00007842726,0.0005944578,0.0018910085,0.000017666314,0.0001110464,0.000040694875,0.0013035323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979065,0.000035610665,0.00038571813,0.00047937658,0.0007715291,0.0004212497],"domain_scores_gemma":[0.99898833,0.000047173948,0.00024824063,0.00031884486,0.0003342929,0.00006309384],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00042758204,0.00027681605,0.00033612634,0.00029098918,0.0002151691,0.0010711513,0.00038975503,0.000103565304,0.000054556178],"category_scores_gemma":[0.0006802672,0.00025661124,0.00009879542,0.00056530855,0.00006642079,0.0024789337,0.000624946,0.00014752796,0.00024294856],"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":[0.00016377597,0.00008975833,0.9712125,0.000020931522,0.0000304277,0.00003516843,0.000048810634,0.000039467548,0.00006180347,0.0055719153,0.02258256,0.00014287818],"study_design_scores_gemma":[0.0029342833,0.00003798653,0.9158484,0.00006135696,0.00033555343,0.0000013192514,0.000043882817,0.005955861,0.000050669638,0.005041867,0.06909086,0.00059796404],"about_ca_topic_score_codex":0.004352886,"about_ca_topic_score_gemma":0.0020678192,"teacher_disagreement_score":0.055364102,"about_ca_system_score_codex":0.00004985987,"about_ca_system_score_gemma":0.00002973085,"threshold_uncertainty_score":0.9999886},"labels":[],"label_agreement":null},{"id":"W2784175022","doi":"10.2139/ssrn.3100303","title":"Improved Matching, Directed Search, and Bargaining in the Credit Card Market","year":2018,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Credit card; Bankruptcy; Credit card interest; Consumption (sociology); Bargaining power; Matching (statistics); Economics; Earnings; Population; Business; Microeconomics; Finance; Payment","score_opus":0.01040669916756866,"score_gpt":0.23529439375031416,"score_spread":0.2248876945827455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784175022","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":[0.98939145,0.002266716,0.0002734244,0.0006024078,0.00055791764,0.00049391476,0.0000053737267,0.000098333025,0.0063104825],"genre_scores_gemma":[0.99229914,0.0015851348,0.0001364903,0.0005654902,0.004487792,0.00002086476,0.000069633454,0.00006811068,0.00076734606],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99567646,0.00016924899,0.000668748,0.00058513216,0.00067570235,0.0022247005],"domain_scores_gemma":[0.9985614,0.000090924215,0.00049947225,0.00046906533,0.00035636246,0.00002281335],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007264348,0.00045607582,0.0005522398,0.00068374356,0.00049751374,0.0010799266,0.0009377103,0.0002456707,0.00018626238],"category_scores_gemma":[0.0003085611,0.0003465642,0.00025348298,0.00057663524,0.00011160332,0.0005948826,0.00086350326,0.004312616,0.000028718014],"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":[0.0016278917,0.00063282583,0.8236069,0.0010478962,0.00120472,0.00024692013,0.0047131134,0.0004748516,0.00078211847,0.10651884,0.021257391,0.037886515],"study_design_scores_gemma":[0.0027218647,0.00018055989,0.21012247,0.0011596949,0.0011843086,0.00017446333,0.0050282828,0.06691208,0.000013641064,0.69432765,0.016080253,0.0020947272],"about_ca_topic_score_codex":0.005529879,"about_ca_topic_score_gemma":0.010123959,"teacher_disagreement_score":0.61348444,"about_ca_system_score_codex":0.0004897494,"about_ca_system_score_gemma":0.0008007728,"threshold_uncertainty_score":0.999957},"labels":[],"label_agreement":null},{"id":"W2784625143","doi":"10.20381/ruor-21447","title":"Aging, Dissaving, and the Role of Life Annuities Economic Theory","year":2017,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Actuarial science; Business","score_opus":0.020578743283987223,"score_gpt":0.25063586756004613,"score_spread":0.2300571242760589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784625143","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":[0.9253323,0.0001465039,0.0000062265563,0.0008017493,0.000036971433,0.00015312688,0.00000673193,0.000012279616,0.0735041],"genre_scores_gemma":[0.9960849,0.00008578085,0.000040251427,0.000027136575,0.00015366847,3.374723e-7,0.0000056104286,0.000007903814,0.0035943815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908835,0.00006395599,0.00012279788,0.00019613747,0.00030842383,0.00022033829],"domain_scores_gemma":[0.99877965,0.00015972106,0.00029653226,0.0005066839,0.00023856809,0.00001882393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020537146,0.00008389034,0.00024105178,0.00032388157,0.0010963937,0.00017566647,0.0008419612,0.000041319257,0.0006701125],"category_scores_gemma":[0.00041997156,0.00007500171,0.000105395666,0.00010086213,0.0014536208,0.0010967767,0.0008698724,0.00014221221,0.0000622296],"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":[0.000027565371,0.000014184708,0.5780592,0.00005105073,0.000020932568,0.0000019793156,0.00026135013,0.0000025881113,0.000046890298,0.41898367,0.0012035174,0.0013270429],"study_design_scores_gemma":[0.0012657598,0.000015437006,0.81795746,0.000069849535,0.00007952304,1.9170999e-7,0.00524747,0.0038442377,0.000056023935,0.039637927,0.13167444,0.00015166654],"about_ca_topic_score_codex":0.004123317,"about_ca_topic_score_gemma":0.0021082005,"teacher_disagreement_score":0.37934574,"about_ca_system_score_codex":0.000022080125,"about_ca_system_score_gemma":0.000042453514,"threshold_uncertainty_score":0.84326845},"labels":[],"label_agreement":null},{"id":"W2785283067","doi":"10.25904/1912/2818","title":"Exploring the Financial Literacy Education Practices in a Canadian Aboriginal Community: A Case Study","year":2016,"lang":"en","type":"dissertation","venue":"QUT ePrints (Queensland University of Technology)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Griffith University","keywords":"Financial literacy; Poverty; Face (sociological concept); Perspective (graphical); Financial crisis; Finance; Financial services; Business; Economics; Economic growth; Sociology; Social science","score_opus":0.02989599079524787,"score_gpt":0.28150456944763774,"score_spread":0.2516085786523899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785283067","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":[0.99395734,0.000055980436,0.0000012609236,0.00047690654,0.0004136454,0.0006177466,0.0000073320066,0.00006589287,0.00440388],"genre_scores_gemma":[0.9983047,0.00007810255,0.00007839039,0.000051589588,0.00014328118,0.000011247654,0.00009874054,0.00002047253,0.0012134771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865216,0.00006946958,0.00032217603,0.00037764708,0.00022470058,0.00035384987],"domain_scores_gemma":[0.99765664,0.00006960679,0.0009831974,0.00071480474,0.0005513573,0.000024364597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006591446,0.0002767558,0.00040640007,0.0024916055,0.00079730834,0.000089239315,0.0008099997,0.0002326897,0.00014901593],"category_scores_gemma":[0.00046742332,0.00024826606,0.00010552438,0.0014224937,0.00009671724,0.0012591517,0.0001344177,0.0008144098,0.00009399896],"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":[0.00014129732,0.0004299556,0.9557636,0.00018800718,0.000038104543,0.0008936635,0.0036302176,0.0000011248758,0.000022761458,0.0024492936,0.00022143226,0.03622056],"study_design_scores_gemma":[0.0008176805,0.00004354392,0.830194,0.0006578754,0.0004418585,0.000026413278,0.04749003,0.000052586878,0.000016485692,0.0013095995,0.1184646,0.00048532346],"about_ca_topic_score_codex":0.84023947,"about_ca_topic_score_gemma":0.9305842,"teacher_disagreement_score":0.12556957,"about_ca_system_score_codex":0.0002384058,"about_ca_system_score_gemma":0.00070517947,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2785649313","doi":"10.1111/jofi.13021","title":"How Debit Cards Enable the Poor to Save More","year":2021,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"National Science Foundation","keywords":"Debit card; ATM card; Business; Cash; Bank account; Transfer (computing); Consumption (sociology); Stock (firearms); Payment; Database transaction; Savings account; Finance; Credit card; Economics; Computer science; Database; Geography","score_opus":0.012440397392007883,"score_gpt":0.21772379706522066,"score_spread":0.20528339967321277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785649313","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":[0.9546379,0.001776522,0.00023567112,0.04078241,0.0005157329,0.00012735472,0.000002277575,0.000011356664,0.0019107627],"genre_scores_gemma":[0.98497665,0.00014097303,0.00031642246,0.006624283,0.0016294407,0.0000025176319,0.0000021396022,0.000018589179,0.00628899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987539,0.000032014214,0.00032312822,0.00012493297,0.0005023649,0.0002636402],"domain_scores_gemma":[0.99827373,0.000074220385,0.0004674209,0.00037164928,0.0008013851,0.000011570449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086999947,0.00014885953,0.00027554762,0.000102624756,0.00032200653,0.00032884604,0.00056732324,0.00003567214,0.00010345124],"category_scores_gemma":[0.00049496035,0.00008229431,0.00019334198,0.0009543253,0.00005233862,0.000694914,0.00020238647,0.00023128126,0.00007700396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007271616,0.00035579276,0.14774902,0.00027550312,0.00026018883,0.00083635695,0.0024943498,0.006005017,0.025075914,0.04091894,0.7466991,0.028602652],"study_design_scores_gemma":[0.0003799699,0.000024392615,0.082804486,0.0001959651,0.0003175307,0.00004982143,0.0005923229,0.0008696695,0.003011188,0.0024424982,0.90908945,0.00022269983],"about_ca_topic_score_codex":0.00015893074,"about_ca_topic_score_gemma":0.00016516799,"teacher_disagreement_score":0.16239035,"about_ca_system_score_codex":0.000040075553,"about_ca_system_score_gemma":0.00007067857,"threshold_uncertainty_score":0.33558646},"labels":[],"label_agreement":null},{"id":"W2786450641","doi":"","title":"The Canadian Pension Risk Settlement Market: An Opportunity for Expansion?","year":2016,"lang":"en","type":"article","venue":"Special Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Pension; Economics; Pension fund; Market risk; Business; Finance","score_opus":0.024209130639657926,"score_gpt":0.26331266116601304,"score_spread":0.2391035305263551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786450641","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":[0.89867795,0.00036628894,0.00008960829,0.016865645,0.004647341,0.0023172768,0.00029806272,0.0002786184,0.076459184],"genre_scores_gemma":[0.9590457,0.00028382317,0.00034706248,0.0017598327,0.022823837,0.00008034028,0.00019975998,0.00007249278,0.015387169],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982524,0.00004571911,0.00037363943,0.00039201032,0.0004084713,0.0005277677],"domain_scores_gemma":[0.998639,0.00009947525,0.00026129527,0.00052088546,0.00039592574,0.0000834327],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012348451,0.00022761145,0.00023124671,0.0002192163,0.0017079293,0.00045679658,0.00039052247,0.00008466896,0.0053578443],"category_scores_gemma":[0.0006062268,0.00013596662,0.00014755988,0.00023544437,0.00010793354,0.0009008083,0.000112561436,0.00007951455,0.00046052586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027504374,0.00008775506,0.24613306,0.000030157062,0.000032977518,0.000018715167,0.00020383694,0.000002380292,0.00022121248,0.036671948,0.60927737,0.10704556],"study_design_scores_gemma":[0.0003299962,0.00002309947,0.11906898,0.0000309609,0.00006473802,1.6746274e-7,0.00016891978,0.00023443345,0.00007031096,0.012307925,0.8674659,0.00023457114],"about_ca_topic_score_codex":0.10734566,"about_ca_topic_score_gemma":0.7222785,"teacher_disagreement_score":0.6149328,"about_ca_system_score_codex":0.00013888402,"about_ca_system_score_gemma":0.00012690938,"threshold_uncertainty_score":0.9995917},"labels":[],"label_agreement":null},{"id":"W2788327309","doi":"","title":"Exploring the relevance of financial literacy education in a First Nation community","year":2014,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Relevance (law); Summit; Context (archaeology); Literacy; Public relations; Community education; Sociology; Political science; Pedagogy; Business; Finance; Geography","score_opus":0.025126308375119664,"score_gpt":0.21057816330187656,"score_spread":0.1854518549267569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788327309","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":[0.9968309,0.000017106562,0.00015010539,0.00078523764,0.00010306838,0.00014128417,0.0000011690132,0.000046102894,0.0019250748],"genre_scores_gemma":[0.99909955,0.000048145805,0.0006039059,0.000057612382,0.000047919508,0.0000012756366,0.000011222283,0.0000055275964,0.00012485303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999354,0.000027939794,0.00020432068,0.00015239384,0.00013390416,0.000127451],"domain_scores_gemma":[0.998929,0.00007401916,0.00030236383,0.00041100118,0.00027891918,0.0000046835457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495439,0.00009770455,0.00020261253,0.0006427176,0.00024368637,0.000013690212,0.00046752737,0.00007558366,0.000033750202],"category_scores_gemma":[0.00060425285,0.00009538736,0.00006283933,0.0009554307,0.00015245391,0.00065393536,0.00027646188,0.00025796454,0.000027099106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059376882,0.00018447822,0.92316043,0.0001376909,0.0000047317853,0.0000010020321,0.00037152955,0.000048816873,0.00019801859,0.0325448,0.00024897634,0.043040145],"study_design_scores_gemma":[0.0003850819,0.00001373313,0.9343455,0.00023917611,0.00003351392,3.0317779e-7,0.00038900247,0.0008959475,0.0002343929,0.007746395,0.05560094,0.00011600845],"about_ca_topic_score_codex":0.006947659,"about_ca_topic_score_gemma":0.004502204,"teacher_disagreement_score":0.055351965,"about_ca_system_score_codex":0.000042469204,"about_ca_system_score_gemma":0.000037958624,"threshold_uncertainty_score":0.99966514},"labels":[],"label_agreement":null},{"id":"W2788707475","doi":"10.1162/rest_a_00888","title":"Does Knowing Your FICO Score Change Financial Behavior? Evidence from a Field Experiment with Student Loan Borrowers","year":2019,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loan; Quarter (Canadian coin); Intervention (counseling); Payment; Test (biology); Business; Treatment and control groups; Student loan; Actuarial science; Product (mathematics); Economics; Finance; Psychology; Medicine","score_opus":0.03755623488843841,"score_gpt":0.27769733222267523,"score_spread":0.24014109733423683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788707475","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":[0.98330635,0.014941336,0.00010362987,0.00038176097,0.0002961802,0.0007897983,0.00005415636,0.000008367411,0.0001184259],"genre_scores_gemma":[0.9231856,0.071443275,0.0015432279,0.002974562,0.0005237182,0.00009524837,0.000084826905,0.00002843967,0.00012112928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990561,0.0000131469,0.00040895343,0.000254884,0.00010835197,0.00015858574],"domain_scores_gemma":[0.99903417,0.00011659148,0.00040413268,0.0003340416,0.000097677155,0.000013375383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031310087,0.00017315095,0.00042729318,0.000048873007,0.00008963825,0.00010587519,0.0002375621,0.000029380097,0.0003001461],"category_scores_gemma":[0.00007831353,0.000098648234,0.0000642409,0.0000939481,0.000040550676,0.00035214645,0.00016647695,0.0000784411,0.00003076835],"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":[0.00011993261,0.00016656762,0.9125999,0.004125605,0.0000653853,0.000012709157,0.0010315389,0.000022894843,0.000046391862,0.02976193,0.0020557088,0.049991414],"study_design_scores_gemma":[0.0017425928,0.00046609977,0.8404966,0.03558586,0.0031135408,0.0000024692001,0.0012767854,0.008518884,0.00024813812,0.00272698,0.10399492,0.0018271327],"about_ca_topic_score_codex":0.00097385736,"about_ca_topic_score_gemma":0.0003483067,"teacher_disagreement_score":0.101939216,"about_ca_system_score_codex":0.000025031195,"about_ca_system_score_gemma":0.000025708401,"threshold_uncertainty_score":0.40227583},"labels":[],"label_agreement":null},{"id":"W2789461569","doi":"10.5430/ijfr.v9n2p122","title":"Applying the Theory of Planned Behaviour (TPB) in Saving Behaviour of Pomak Households","year":2018,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Control (management); Order (exchange); Norm (philosophy); Path analysis (statistics); Psychology; Social psychology; Economics; Statistics; Mathematics; Finance; Political science","score_opus":0.059497090184195925,"score_gpt":0.3452997220645998,"score_spread":0.2858026318804039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789461569","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":[0.9975996,0.00012543747,0.000049456485,0.0002513719,0.0005754417,0.00026962502,0.000009737691,0.000005643351,0.0011136872],"genre_scores_gemma":[0.9978133,0.00002858428,0.00014335992,0.00013861837,0.001691223,0.000018972667,0.000006321815,0.000020975864,0.00013868861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640715,0.000110787194,0.0010154973,0.00018429125,0.0019556417,0.00032664323],"domain_scores_gemma":[0.99517775,0.00032553865,0.00085320225,0.00022539585,0.0034005214,0.000017618435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005379377,0.0001407991,0.00033407143,0.0012361774,0.00014185143,0.00012029575,0.0012869029,0.00009790128,0.00022891219],"category_scores_gemma":[0.0023924354,0.00010839587,0.0002189753,0.0009660408,0.0003480103,0.0007335984,0.00040252905,0.00051082467,0.000022748236],"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":[0.0008743975,0.00026453962,0.960133,0.000024695886,0.000020900787,0.00008739921,0.0002748253,0.000018208188,0.0044192593,0.018074607,0.0010899194,0.014718207],"study_design_scores_gemma":[0.000728102,0.00012019918,0.98907495,0.00043548085,0.000039807837,0.0000092976825,0.00024368355,0.00011974931,0.0021337916,0.004865889,0.0021171595,0.00011190666],"about_ca_topic_score_codex":0.0011155212,"about_ca_topic_score_gemma":0.00071831886,"teacher_disagreement_score":0.028941894,"about_ca_system_score_codex":0.0001136674,"about_ca_system_score_gemma":0.0002227855,"threshold_uncertainty_score":0.44202554},"labels":[],"label_agreement":null},{"id":"W2791063069","doi":"10.5539/ijef.v10n4p112","title":"Demographic Factors Affecting U.S. Households’ Investment in Stocks","year":2018,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of North Texas","keywords":"Probit model; Stock (firearms); Stock market; Economics; Demographic economics; Affect (linguistics); Ordered probit; Business; Econometrics; Geography","score_opus":0.016964192839917354,"score_gpt":0.222718909418758,"score_spread":0.20575471657884065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791063069","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":[0.99796945,0.0001464856,0.00001812509,0.00020428897,0.000812407,0.000049941038,0.000002072173,0.0000038698126,0.00079339085],"genre_scores_gemma":[0.99745524,0.0004193747,0.00025207223,0.0008287635,0.0009986241,7.6620546e-7,0.000003402758,0.000011113228,0.000030624822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991904,0.0000059972735,0.00044309403,0.00014319031,0.00008967586,0.00012766932],"domain_scores_gemma":[0.9990607,0.000035800273,0.0005950429,0.00007284259,0.0002274372,0.000008158818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040946013,0.00011137103,0.00019682515,0.00042023254,0.000058849848,0.000171597,0.00024299219,0.00004073232,0.00002827254],"category_scores_gemma":[0.00008890816,0.000104179824,0.000090007175,0.0001492259,0.000065240165,0.00088070764,0.000093641145,0.00010587992,0.000008739968],"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":[0.000053192427,0.000056550525,0.97314614,0.000005351962,0.000025886005,0.00001385481,0.00013605661,0.0005495639,0.000034423298,0.023562398,0.00027835582,0.0021381977],"study_design_scores_gemma":[0.0008708533,0.000048195183,0.92740124,0.00014076331,0.000028961524,0.000009113262,0.00010165525,0.011543692,0.00014624573,0.012777584,0.04670323,0.00022847715],"about_ca_topic_score_codex":0.0002205104,"about_ca_topic_score_gemma":0.00054414006,"teacher_disagreement_score":0.046424873,"about_ca_system_score_codex":0.00005427798,"about_ca_system_score_gemma":0.000021691094,"threshold_uncertainty_score":0.424833},"labels":[],"label_agreement":null},{"id":"W2793067913","doi":"10.1017/s1365100517000694","title":"MARKET POWER AND THE AGGREGATE SAVING RATE","year":2018,"lang":"en","type":"article","venue":"Macroeconomic Dynamics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economics; Market power; Aggregate (composite); Distribution (mathematics); Econometrics; Power (physics); Capital (architecture); Systematic risk; Microeconomics; Monetary economics; Mathematics","score_opus":0.004463037637742576,"score_gpt":0.1940481386566936,"score_spread":0.189585101018951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793067913","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":[0.94654953,0.00006556399,0.000073701594,0.0010183074,0.000533272,0.00021595517,0.000005812591,0.000067484965,0.05147038],"genre_scores_gemma":[0.9916509,0.000026836455,0.00012708167,0.0033704771,0.0006568428,0.000010403446,0.00002322631,0.00003383712,0.0041004415],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989048,0.000023066992,0.00034494174,0.00034238637,0.000074092815,0.00031068004],"domain_scores_gemma":[0.99914247,0.00007931869,0.00029775276,0.00036344075,0.00010435599,0.000012659792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009656527,0.00020392984,0.0002766402,0.00015470631,0.000376625,0.0005188203,0.00029364508,0.00005375761,0.001492348],"category_scores_gemma":[0.00011737718,0.00015794889,0.000108380416,0.00020033061,0.00040539942,0.00064323045,0.00035854333,0.00010642401,0.0006918255],"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":[0.000795315,0.000051925348,0.6824705,0.00011078401,0.00011636118,0.000017998816,0.00029870417,0.000037586353,0.00008937189,0.2792405,0.022255061,0.014515913],"study_design_scores_gemma":[0.0022483212,0.000013402588,0.2630433,0.00006643155,0.00020265456,0.0000052951987,0.00017794197,0.59916705,0.0000081685175,0.019296048,0.11520727,0.0005640977],"about_ca_topic_score_codex":0.0005610649,"about_ca_topic_score_gemma":0.0019413553,"teacher_disagreement_score":0.59912944,"about_ca_system_score_codex":0.000068602836,"about_ca_system_score_gemma":0.000013280571,"threshold_uncertainty_score":0.9994204},"labels":[],"label_agreement":null},{"id":"W2795268862","doi":"10.1007/978-3-319-71213-0_6","title":"Mainstream Financial Institution Alternatives to the Payday Loans","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Financial institution; Mainstream; Institution; Business; Finance; Political science; Law","score_opus":0.016801323907527654,"score_gpt":0.22006623847276946,"score_spread":0.20326491456524182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795268862","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009640203,0.00007624038,0.0005808845,0.00096057414,0.0016086606,0.0007820136,0.0000283659,0.00020029015,0.9861228],"genre_scores_gemma":[0.088320486,0.00007334159,0.00035878163,0.0098088365,0.015432414,0.000044521665,0.00036284258,0.00011674878,0.885482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976931,0.000006831707,0.000557023,0.00068567554,0.00066938373,0.000387947],"domain_scores_gemma":[0.9983174,0.000028685803,0.00043500823,0.00068198325,0.00051292934,0.000023999088],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039478042,0.0005458199,0.00046994665,0.00055041583,0.0004921412,0.00042232132,0.0007092788,0.0002370835,0.008533439],"category_scores_gemma":[0.00019963407,0.0003762677,0.00033720958,0.0002449019,0.00019537407,0.0007212629,0.00051627884,0.00027460823,0.012825671],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059394184,0.00003429079,0.0023483473,0.00006567588,0.00003871531,0.000030188448,0.00009534,0.000020838112,0.000010690081,0.82262397,0.16639411,0.0082784435],"study_design_scores_gemma":[0.0001887533,0.00002777943,0.0026374704,0.00020002955,0.00021492847,0.0000011267001,0.000010154576,0.00020819697,0.000014400827,0.016996229,0.9789738,0.00052712107],"about_ca_topic_score_codex":0.00043701936,"about_ca_topic_score_gemma":0.0030787855,"teacher_disagreement_score":0.8125797,"about_ca_system_score_codex":0.00010396898,"about_ca_system_score_gemma":0.000078146724,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W2799253813","doi":"10.1145/3170427.3188677","title":"Understanding Older Adults' Long-term Financial Practices","year":2018,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizen journalism; Retirement planning; Pension; Perspective (graphical); Argument (complex analysis); Term (time); Financial management; Business; Financial plan; Process management; Finance; Knowledge management; Computer science","score_opus":0.06372762059672457,"score_gpt":0.2784009388887601,"score_spread":0.21467331829203554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799253813","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":[0.94854033,0.000048334412,0.0025734243,0.00048408282,0.0008195741,0.00030939977,0.0000010290951,0.00024486159,0.04697895],"genre_scores_gemma":[0.99116284,0.00000788784,0.00031845912,0.0026566773,0.0040245634,0.000009911106,0.000040150004,0.000031539534,0.0017479558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998281,0.000011567413,0.00037098705,0.00047919547,0.00043247084,0.0004248013],"domain_scores_gemma":[0.9986219,0.000050238104,0.00063750456,0.00034532635,0.00032677563,0.000018264544],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037909058,0.00024331138,0.00024583383,0.00035609357,0.00048300065,0.00050946587,0.00030370278,0.000103090126,0.0060632178],"category_scores_gemma":[0.0005615592,0.00021364867,0.0001327135,0.00088185107,0.00012346671,0.002480698,0.00022196017,0.00012782717,0.0022275785],"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":[0.00012429389,0.00011555826,0.93936265,0.000121595294,0.000012008791,0.000023395498,0.00011650439,5.8948683e-7,0.000057548496,0.040418748,0.018793957,0.0008531724],"study_design_scores_gemma":[0.0011786959,0.000036196503,0.9778577,0.00030373968,0.00023599666,0.000002656019,0.00024721125,0.002416434,0.0001477176,0.0021348682,0.014779256,0.00065953535],"about_ca_topic_score_codex":0.00068926805,"about_ca_topic_score_gemma":0.0021101383,"teacher_disagreement_score":0.045230996,"about_ca_system_score_codex":0.00008027912,"about_ca_system_score_gemma":0.00003491252,"threshold_uncertainty_score":0.9985493},"labels":[],"label_agreement":null},{"id":"W2802060896","doi":"","title":"Financial literacy education with Aboriginal people: The importance of culture and context","year":2016,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Context (archaeology); Praxis; Public relations; Literacy; Sociology; Qualitative research; Financial services; Political science; Pedagogy; Business; Finance; Social science","score_opus":0.003015570845377166,"score_gpt":0.1950091610343531,"score_spread":0.19199359018897594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802060896","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":[0.996633,0.00016165765,0.00012870455,0.001971533,0.00004184566,0.00015359058,0.000005587111,0.000040283245,0.00086382776],"genre_scores_gemma":[0.9982191,0.00016397981,0.00052943063,0.00012062411,0.000051478703,6.666274e-7,0.0000052687615,0.00000548986,0.00090399676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935883,0.0000061422224,0.00014207499,0.00023036455,0.00013221825,0.00013035923],"domain_scores_gemma":[0.9989533,0.000017052298,0.0003347377,0.00029125423,0.000396897,0.0000067910723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110883426,0.00011706709,0.00021612705,0.0002491737,0.0001365486,0.000014532748,0.000276859,0.00009923865,0.00013941868],"category_scores_gemma":[0.00006555799,0.00007262269,0.00004605168,0.0005669184,0.00028275207,0.0004962663,0.00011109558,0.0000906738,0.00001716422],"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":[0.00009221883,0.000046798206,0.9233906,0.000040622945,0.000010723887,0.000003323123,0.000116884345,1.5654375e-7,0.00035968955,0.06006733,0.00081477896,0.015056872],"study_design_scores_gemma":[0.00059287774,0.000024442521,0.8528493,0.000202465,0.000096483775,0.0000026380867,0.00039835487,0.00001469528,0.00018046993,0.0037769976,0.14173329,0.00012797354],"about_ca_topic_score_codex":0.00058810326,"about_ca_topic_score_gemma":0.0011640243,"teacher_disagreement_score":0.14091851,"about_ca_system_score_codex":0.000020145191,"about_ca_system_score_gemma":0.00007269248,"threshold_uncertainty_score":0.29614675},"labels":[],"label_agreement":null},{"id":"W2803570272","doi":"10.5430/ijba.v9n3p30","title":"Factors That Influence Financial Behavior Among Accounting Students in Bali","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Sample (material); Test (biology); Regression analysis; Variables; Finance; Accounting; Psychology; Business; Statistics; Mathematics","score_opus":0.024496546342698888,"score_gpt":0.29622316513452596,"score_spread":0.2717266187918271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803570272","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":[0.9975993,0.000010985591,0.00014763587,0.00015330278,0.0016886068,0.00013730704,0.0000032906212,0.000017930539,0.0002416122],"genre_scores_gemma":[0.99765456,0.000006228491,0.0000895546,0.0003430102,0.0017961127,0.000006253688,0.000043890715,0.000018592786,0.00004179215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741876,0.000015297492,0.0008423489,0.00022271038,0.0012891573,0.00021174573],"domain_scores_gemma":[0.9958332,0.00003842414,0.0012700104,0.00013111623,0.0027085484,0.000018700664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054963835,0.00021568332,0.00028149318,0.00083607086,0.00011392195,0.00074229954,0.00076352607,0.00010154014,0.00027212998],"category_scores_gemma":[0.0007912704,0.00019467754,0.00012069393,0.00072824745,0.000114464994,0.004362013,0.00014951538,0.00018206221,0.0000358759],"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":[0.00010293023,0.0002179429,0.99784434,0.0000127416315,0.000011364383,0.00008751566,0.000067050816,0.00003694301,0.00047536992,0.00047382517,0.00010363885,0.000566362],"study_design_scores_gemma":[0.00058242684,0.000025173973,0.9968113,0.00021872824,0.00006563534,0.000007284236,0.000074623116,0.00020593657,0.00045070786,0.00029424657,0.0010749202,0.00018905762],"about_ca_topic_score_codex":0.00051833654,"about_ca_topic_score_gemma":0.0015650983,"teacher_disagreement_score":0.0036197137,"about_ca_system_score_codex":0.00012909329,"about_ca_system_score_gemma":0.0001422368,"threshold_uncertainty_score":0.79387194},"labels":[],"label_agreement":null},{"id":"W2804253528","doi":"10.5267/j.msl.2018.4.020","title":"Financial well-being among Malaysian manufacturing employees","year":2018,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Marital status; Business; Affect (linguistics); Position (finance); Well-being; Order (exchange); Manufacturing; Finance; Marketing; Psychology","score_opus":0.005835668238832991,"score_gpt":0.2039765511234571,"score_spread":0.19814088288462411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804253528","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":[0.95093024,0.0000030273006,0.0005363835,0.0013079435,0.0010102657,0.0003876662,3.399325e-7,0.00026127038,0.045562893],"genre_scores_gemma":[0.98166215,0.0000026249884,0.0010576098,0.014577214,0.001930841,0.000028619146,0.0000102599215,0.00003607762,0.0006945898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996299,0.000011954485,0.00046973157,0.0010105745,0.0011707013,0.0010379953],"domain_scores_gemma":[0.9988674,0.000014198132,0.00029395305,0.0007113419,0.00007800757,0.00003512202],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010097219,0.00037021053,0.00028415275,0.001432296,0.0013573649,0.0011950674,0.0013236109,0.000049454775,0.0008475951],"category_scores_gemma":[0.00006454723,0.00036026648,0.0001604217,0.002123952,0.0010494941,0.0035820773,0.0009913496,0.00016365047,0.0023663437],"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":[0.00002830317,0.000073461284,0.95757616,0.0001349445,0.000015747686,0.00011848714,0.00018589126,0.00016754486,0.0018966559,0.0222182,0.014877635,0.0027069766],"study_design_scores_gemma":[0.00039837544,0.000017553544,0.9458439,0.00013462325,0.00012784336,7.557555e-7,0.00011710004,0.0026280596,0.0023161424,0.0021838332,0.04555871,0.00067313906],"about_ca_topic_score_codex":0.0004103224,"about_ca_topic_score_gemma":0.00014186391,"teacher_disagreement_score":0.044868305,"about_ca_system_score_codex":0.00012964013,"about_ca_system_score_gemma":0.00000746136,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null},{"id":"W2806299152","doi":"10.3138/cpp.2017-055","title":"Impact of Bankruptcy Reform on Consumer Insolvency Choice","year":2018,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal; Bank of Canada","funders":"","keywords":"Insolvency; Restructuring; Bankruptcy; Debt; Asset (computer security); Business; Debt restructuring; Reform Act; Finance; Financial system; Economics; Law; Political science","score_opus":0.024731972117683756,"score_gpt":0.2818223383768173,"score_spread":0.25709036625913356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806299152","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":[0.85520387,0.000033387863,8.9820446e-7,0.0015739098,0.00017519978,0.00015958089,0.000040896924,0.00004920051,0.14276306],"genre_scores_gemma":[0.9914957,0.0000047492995,0.000017104874,0.004582202,0.00283282,0.000008968701,0.00010013006,0.000036929046,0.00092134794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821347,0.000011786479,0.00038475665,0.00032483824,0.00028690105,0.00077824295],"domain_scores_gemma":[0.9983304,0.000022306005,0.00026932172,0.00060536875,0.0006158642,0.00015673622],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002626896,0.00024865137,0.00030545268,0.002278373,0.00030137363,0.00023971968,0.00048993214,0.0001177902,0.0032233328],"category_scores_gemma":[0.00095958513,0.00021851217,0.00022639282,0.0021500618,0.00020648331,0.0011339908,0.00007911872,0.0001353102,0.0015660126],"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":[0.000014292055,0.00006111763,0.80986714,0.0000352046,0.00005001939,0.000006378294,0.00005382091,7.34188e-7,0.000055927965,0.13942151,0.042979296,0.007454581],"study_design_scores_gemma":[0.00029426074,0.000042235748,0.6710067,0.00003124491,0.000028705335,8.5472146e-7,0.000010002938,0.0002582856,0.000008061076,0.00079245167,0.32729328,0.0002339643],"about_ca_topic_score_codex":0.84798694,"about_ca_topic_score_gemma":0.4670234,"teacher_disagreement_score":0.38096353,"about_ca_system_score_codex":0.00094781857,"about_ca_system_score_gemma":0.001603532,"threshold_uncertainty_score":0.9992114},"labels":[],"label_agreement":null},{"id":"W2807021631","doi":"","title":"Research Guides: Financial Literacy: Financial Tools and Calculators","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Reading (process); Government (linguistics); Business; Political science","score_opus":0.05187667540597355,"score_gpt":0.32204304628898234,"score_spread":0.27016637088300877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807021631","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60591555,0.0063251215,0.00015347474,0.0027974406,0.012842095,0.004422273,0.00063583907,0.0014216352,0.3654866],"genre_scores_gemma":[0.16870344,0.0025738778,0.007941313,0.04228429,0.21313088,0.0008385955,0.013197626,0.0014717183,0.5498583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928598,0.000105765976,0.0015674727,0.0018509314,0.0020553363,0.0015607387],"domain_scores_gemma":[0.9944755,0.00037285857,0.0007006842,0.0012861363,0.0030850577,0.00007976448],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032692722,0.0010058874,0.0013885181,0.002589479,0.0012866529,0.0030697898,0.0012508451,0.0011517303,0.0046091843],"category_scores_gemma":[0.0060091037,0.00091206614,0.000503565,0.0030028496,0.0006982621,0.0032147055,0.0019499456,0.0012876494,0.0027859372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089819296,0.000085037,0.025977409,0.0006963472,0.000021618996,0.000086853106,0.000082494524,0.0000011299917,0.000015028089,0.02212743,0.94085765,0.009959162],"study_design_scores_gemma":[0.0005030703,0.000052127023,0.04119748,0.000780957,0.00022144112,0.0000033253439,0.00002924791,0.00050256273,0.00002160376,0.0072365175,0.9483989,0.0010527602],"about_ca_topic_score_codex":0.0042712837,"about_ca_topic_score_gemma":0.001399683,"teacher_disagreement_score":0.43721208,"about_ca_system_score_codex":0.00019437242,"about_ca_system_score_gemma":0.00057265395,"threshold_uncertainty_score":0.999333},"labels":[],"label_agreement":null},{"id":"W2807926272","doi":"10.5539/ibr.v11n7p120","title":"Identification of Barriers to Financial Inclusion Among Youth","year":2018,"lang":"en","type":"article","venue":"International Business Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Federalno Ministarstvo Obrazovanja i Nauke","keywords":"Financial inclusion; Unbanked; Debit card; Credit card; Financial services; Financial institution; Identification (biology); Bank account; Business; Inclusion (mineral); Institution; Financial literacy; Independence (probability theory); Financial independence; Financial system; Finance; Payment; Economics; Accounting; Political science; Psychology","score_opus":0.033549392249405674,"score_gpt":0.3278501125930219,"score_spread":0.2943007203436162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807926272","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":[0.9925666,0.000010088305,0.00039391778,0.0009828662,0.0009297787,0.00030222972,0.000018665569,0.000041637224,0.0047542225],"genre_scores_gemma":[0.9960788,0.0000051111347,0.00007245532,0.0003862247,0.0024258846,0.000026806674,0.00012240894,0.000024344163,0.0008580046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691087,0.000031539977,0.00056587934,0.00042713684,0.0017330407,0.00033152444],"domain_scores_gemma":[0.9925944,0.000049787654,0.00023619899,0.00035567753,0.0067257816,0.000038126138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017809517,0.00014472827,0.0001914479,0.0016298218,0.00065927557,0.00026341487,0.000935423,0.00008673706,0.0012882829],"category_scores_gemma":[0.005794734,0.0001415553,0.00007698731,0.0030354485,0.00030042182,0.0011879293,0.0018988156,0.0001554047,0.0007483802],"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":[0.00046055138,0.00015965164,0.9418937,0.00010205749,0.000022111606,0.000010784204,0.0013261552,0.00013879676,0.034856543,0.009838991,0.009006921,0.0021837337],"study_design_scores_gemma":[0.00039028598,0.000018290631,0.9696735,0.00017928796,0.000025352185,3.2727496e-7,0.0002468238,0.0031120789,0.005660387,0.004033953,0.016417824,0.00024190028],"about_ca_topic_score_codex":0.002825549,"about_ca_topic_score_gemma":0.000587153,"teacher_disagreement_score":0.029196154,"about_ca_system_score_codex":0.00011815483,"about_ca_system_score_gemma":0.00013162575,"threshold_uncertainty_score":0.99962467},"labels":[],"label_agreement":null},{"id":"W2883275513","doi":"","title":"The Ever-Updated Personal Saving Rate","year":2013,"lang":"en","type":"article","venue":"Economic Trends","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Personal income; Personal consumption expenditures price index; Actuarial science; Macroeconomics; History","score_opus":0.009225142335918826,"score_gpt":0.2007183804471363,"score_spread":0.1914932381112175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883275513","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":[0.9587307,0.000068739384,0.0000015718451,0.0016477433,0.0005636977,0.000068354326,0.0000027709632,0.00009436358,0.03882206],"genre_scores_gemma":[0.97975963,0.000007133261,0.000021796917,0.00092663185,0.001144289,0.000022181806,0.000091751135,0.000024564215,0.018002043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989608,0.000012629472,0.00032038504,0.00029171217,0.00007967626,0.00033482275],"domain_scores_gemma":[0.999406,0.000046005727,0.00022172868,0.00025593836,0.000056128032,0.0000142179],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031909588,0.00017754224,0.00018340377,0.00020197194,0.00044087123,0.0007077661,0.00029479884,0.000045379533,0.01175001],"category_scores_gemma":[0.000027521513,0.00013614114,0.00014793764,0.00023321256,0.000058793263,0.0012585105,0.00011152221,0.00009942573,0.008874801],"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":[0.00003562181,0.000039021474,0.49950132,0.000015077508,0.00006958743,0.000004602586,0.00012144735,0.0000856788,0.0005318571,0.014776957,0.4330057,0.051813148],"study_design_scores_gemma":[0.00028852155,0.0000035136716,0.5848362,0.000007766969,0.00004544296,5.028584e-7,0.0000624724,0.02378475,0.000015139002,0.0007332546,0.3900034,0.00021902437],"about_ca_topic_score_codex":0.0017747867,"about_ca_topic_score_gemma":0.0009465803,"teacher_disagreement_score":0.085334875,"about_ca_system_score_codex":0.000077811324,"about_ca_system_score_gemma":0.000016156482,"threshold_uncertainty_score":0.9918969},"labels":[],"label_agreement":null},{"id":"W2883641929","doi":"","title":"Restructuring Tax-Favored Retirement Saving","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Incentive; Tax reform; Economics; Tax credit; Labour economics; Value-added tax; Tax incentive; Ad valorem tax; Business; Public economics; Finance; Market economy","score_opus":0.009167756145226321,"score_gpt":0.2220480685023838,"score_spread":0.21288031235715746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883641929","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":[0.99217623,0.00042328093,0.00043747097,0.00051851146,0.0006972882,0.0001594542,6.065968e-7,0.000103971135,0.0054831705],"genre_scores_gemma":[0.99066496,0.00018289378,0.00023689771,0.000662156,0.0063025164,0.000004234293,0.000011433082,0.000053050033,0.0018818452],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99594164,0.00002756436,0.00057139416,0.00039539885,0.00064177683,0.002422236],"domain_scores_gemma":[0.99865973,0.000018404337,0.0005266332,0.0003499813,0.00041769477,0.000027565207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018371475,0.00029173377,0.00029910976,0.00047683858,0.0008795639,0.00045917957,0.00053645513,0.0000872973,0.0005770057],"category_scores_gemma":[0.00024031753,0.00026439698,0.00021419424,0.0007468997,0.00010592107,0.0012391371,0.00021059967,0.0010203416,0.0005375505],"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":[0.000317697,0.00012533591,0.5076215,0.00007489406,0.0002018596,0.000037663238,0.00020743346,0.000036820154,0.007073359,0.4526421,0.004931686,0.026729612],"study_design_scores_gemma":[0.0029357893,0.0003346384,0.21149185,0.00042080408,0.00071462395,0.00016323873,0.0016345585,0.0035773276,0.00098389,0.64855534,0.12737918,0.0018087466],"about_ca_topic_score_codex":0.0006475703,"about_ca_topic_score_gemma":0.0043249773,"teacher_disagreement_score":0.29612967,"about_ca_system_score_codex":0.000690866,"about_ca_system_score_gemma":0.00037109538,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W2884215575","doi":"","title":"Tracking Recent Levels of Financial Stress - January","year":2014,"lang":"en","type":"article","venue":"Economic Trends","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Stress (linguistics); Finance; Quarter (Canadian coin); Economics; History; Computer science","score_opus":0.02155982326004496,"score_gpt":0.2310034593030233,"score_spread":0.20944363604297833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884215575","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":[0.94888043,0.00005231052,0.000026682023,0.00023457913,0.0007074672,0.000050905997,0.000026723299,0.000059210233,0.04996171],"genre_scores_gemma":[0.99682504,0.0000087436965,0.00011363787,0.00039848563,0.0015822729,0.0000055102037,0.00007712068,0.000022508855,0.000966656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874073,0.000012529787,0.00052221003,0.0003365262,0.000115562994,0.00027245312],"domain_scores_gemma":[0.9991437,0.00003655108,0.00041024192,0.00032585824,0.00006980221,0.000013828847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034179515,0.00019338094,0.00037205062,0.0004360101,0.00010772144,0.000100469726,0.00027698957,0.00007668779,0.003098344],"category_scores_gemma":[0.00009194503,0.00020103496,0.00016731818,0.00027634337,0.000048629277,0.00075442984,0.000091285394,0.000092721406,0.00037340348],"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":[0.000060817896,0.00012352593,0.65983826,0.000105118714,0.000022152542,0.0000033502,0.00013135736,0.0007046176,0.00033699317,0.035166185,0.01654854,0.2869591],"study_design_scores_gemma":[0.0005100794,0.000012491485,0.81122226,0.000047124682,0.0000711743,2.507648e-7,0.000014962424,0.0038325733,0.00051674875,0.0011783331,0.182324,0.00026998136],"about_ca_topic_score_codex":0.00031127196,"about_ca_topic_score_gemma":0.00072896306,"teacher_disagreement_score":0.28668913,"about_ca_system_score_codex":0.000055512784,"about_ca_system_score_gemma":0.000024073443,"threshold_uncertainty_score":0.997813},"labels":[],"label_agreement":null},{"id":"W2884286697","doi":"","title":"Inflation: Waiting for the Upturn","year":2015,"lang":"en","type":"article","venue":"Economic Trends","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Personal consumption expenditures price index; Quarter (Canadian coin); Falling (accident); Survey of Professional Forecasters; Percentage point; Index (typography); Point (geometry); Monetary policy; Monetary economics; Keynesian economics; Finance; Psychology; Mathematics; Geography; Consumer confidence index","score_opus":0.047322150186556375,"score_gpt":0.25316549141558503,"score_spread":0.20584334122902864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884286697","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":[0.9134941,0.00019211708,0.00008196426,0.0032458047,0.0014245496,0.00016131668,0.000007273189,0.00013849181,0.08125436],"genre_scores_gemma":[0.99159336,0.0000014301613,0.00011790712,0.00077171554,0.0033810937,0.000027704586,0.00007361357,0.000018640982,0.0040145474],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992918,0.000003428689,0.00026244472,0.00019078157,0.00006826051,0.00018328289],"domain_scores_gemma":[0.999441,0.00006152193,0.0002041526,0.00021722986,0.00006568023,0.0000104107085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041127153,0.00011347684,0.00014140077,0.00016481118,0.00018117108,0.00024713625,0.00019868524,0.000034621597,0.00069105625],"category_scores_gemma":[0.00007044133,0.00008841834,0.00011634502,0.00015948112,0.000025581885,0.00072748546,0.00006154671,0.0000480051,0.0006020855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008194268,0.000027378206,0.57636803,0.000027986891,0.000051019975,0.0000016690362,0.00027053498,0.0033515817,0.000018592022,0.12335877,0.23207995,0.06436256],"study_design_scores_gemma":[0.00054784433,0.000004883275,0.07729183,0.0000069175276,0.00008578835,4.2182478e-7,0.00010913214,0.12311686,0.00000918045,0.0020103152,0.7966575,0.00015929964],"about_ca_topic_score_codex":0.00031191783,"about_ca_topic_score_gemma":0.0004596048,"teacher_disagreement_score":0.5645776,"about_ca_system_score_codex":0.000047599915,"about_ca_system_score_gemma":0.000019074176,"threshold_uncertainty_score":0.7738792},"labels":[],"label_agreement":null},{"id":"W2884761518","doi":"10.5430/ijfr.v9n3p108","title":"Nexus Between Pension Fund Size, Design and Investment Strategy: A Review of Occupational Retirement Benefits Schemes in Kenya","year":2018,"lang":"en","type":"review","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Nexus (standard); Investment (military); Business; Investment strategy; Actuarial science; Finance; Passive management; Manager of managers fund; Fund of funds; Politics; Political science","score_opus":0.3102833119344512,"score_gpt":0.4555676477043885,"score_spread":0.14528433576993732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884761518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051923986,0.9927544,0.000037604786,0.00014488374,0.00042211456,0.0010208997,0.00003506543,0.000007195964,0.0003854191],"genre_scores_gemma":[0.0024836964,0.9933357,0.00093190675,0.00030135864,0.002642312,0.000034706733,0.00011790425,0.000046159104,0.000106230786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99295884,0.0003089789,0.0025467614,0.0004976811,0.003230078,0.0004576808],"domain_scores_gemma":[0.99117345,0.00093009573,0.0023220135,0.00030889135,0.005207895,0.00005766376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0072014057,0.00043304238,0.0017590412,0.002113784,0.00012993615,0.00024537896,0.0011800962,0.00026686263,0.0003138618],"category_scores_gemma":[0.005696748,0.0003620467,0.00049949693,0.0015295323,0.000255164,0.0009013111,0.00064519694,0.0008586564,0.00006168637],"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":[0.00063421717,0.0005597864,0.01242153,0.045098107,0.00033157144,0.00030743555,0.000061927836,0.000019429632,0.000009070346,0.018832337,0.020631177,0.9010934],"study_design_scores_gemma":[0.0008121985,0.00023591022,0.023161208,0.17818367,0.0005127498,0.000016913575,0.0000064367196,0.00007931814,0.000008396122,0.0019016492,0.7946223,0.00045923883],"about_ca_topic_score_codex":0.00019160249,"about_ca_topic_score_gemma":0.000055326112,"teacher_disagreement_score":0.90063417,"about_ca_system_score_codex":0.00044826235,"about_ca_system_score_gemma":0.0014281411,"threshold_uncertainty_score":0.9998832},"labels":[],"label_agreement":null},{"id":"W2884761949","doi":"","title":"Tracking Recent Levels of Financial Stress - July","year":2014,"lang":"en","type":"article","venue":"Economic Trends","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Standard deviation; Quarter (Canadian coin); Economics; Statistics; Mathematics; Geography; Computer science","score_opus":0.022783839968776382,"score_gpt":0.23266311566168077,"score_spread":0.20987927569290438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884761949","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":[0.9496451,0.00004403678,0.000030891908,0.00020979815,0.0007406718,0.000048880225,0.00002487892,0.00006436582,0.049191352],"genre_scores_gemma":[0.996901,0.000007164541,0.00011294493,0.00036757305,0.0015397451,0.000005034858,0.000050487677,0.00002451279,0.0009915484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987589,0.00001151428,0.0005164498,0.00032879546,0.00011430142,0.0002700395],"domain_scores_gemma":[0.9991442,0.00003384764,0.00041764544,0.00031580255,0.00007496,0.000013538832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003370206,0.0001887966,0.00036526963,0.00041686426,0.00010669902,0.00010994251,0.00027144156,0.00007386331,0.0028491477],"category_scores_gemma":[0.00010208498,0.00019555718,0.00016247734,0.0002762272,0.000036597103,0.0007004142,0.000081558406,0.00009135799,0.0005334044],"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":[0.00008010288,0.00016345203,0.53627944,0.00014560338,0.000029902705,0.0000037894738,0.00017915599,0.0009983965,0.0005713884,0.04437115,0.020367004,0.39681065],"study_design_scores_gemma":[0.0005171101,0.00001195903,0.67197627,0.00004438483,0.00007141442,2.1724992e-7,0.000008898151,0.0030588487,0.00062141195,0.0010617047,0.32236642,0.00026139416],"about_ca_topic_score_codex":0.00023990513,"about_ca_topic_score_gemma":0.0006309484,"teacher_disagreement_score":0.39654925,"about_ca_system_score_codex":0.000054636377,"about_ca_system_score_gemma":0.00002327005,"threshold_uncertainty_score":0.9980624},"labels":[],"label_agreement":null},{"id":"W2884873319","doi":"10.5539/ijef.v10n8p204","title":"Financial Literacy of African American College Students: Evidence and Implications from One Historically Black Institution","year":2018,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; African american; Institution; Literacy; Test (biology); Political science; Psychology; Sociology; Finance; Pedagogy; Economics; Social science","score_opus":0.019530718694472884,"score_gpt":0.2631261087520935,"score_spread":0.24359539005762065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884873319","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":[0.99757457,0.00028825057,0.00023965116,0.001196924,0.00036641143,0.000066045955,0.000034067278,0.0000028974496,0.00023116893],"genre_scores_gemma":[0.99414736,0.002170108,0.0019205444,0.00051278947,0.0011942098,0.0000020219486,0.000005927126,0.0000069736743,0.00004008979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989871,0.000007059747,0.00058966584,0.00018303767,0.00013700603,0.000096134194],"domain_scores_gemma":[0.99779403,0.00006672699,0.0011261742,0.00011381203,0.00088753493,0.000011703184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024087126,0.000105241765,0.00027450355,0.00025106748,0.00007840111,0.00012888038,0.00036171675,0.000029937288,0.00002255698],"category_scores_gemma":[0.00026242068,0.00010829163,0.00006760426,0.00018064406,0.00029036868,0.0012247072,0.00015797076,0.00007857441,0.000007763514],"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":[0.00062759325,0.00037772564,0.7253397,0.000019842524,0.00010109708,0.000010519973,0.00043314087,0.00014810295,0.0003670177,0.24504063,0.0012161256,0.026318498],"study_design_scores_gemma":[0.00055413815,0.00009422565,0.9093406,0.00020810102,0.00007665808,0.0000041204635,0.000025857236,0.0028131318,0.000044843917,0.020537654,0.06614118,0.00015945753],"about_ca_topic_score_codex":0.0005192545,"about_ca_topic_score_gemma":0.0002339129,"teacher_disagreement_score":0.22450297,"about_ca_system_score_codex":0.00010180866,"about_ca_system_score_gemma":0.00006369919,"threshold_uncertainty_score":0.44160044},"labels":[],"label_agreement":null},{"id":"W2885231390","doi":"10.1016/j.adolescence.2018.07.010","title":"An assets‐based approach to promoting girls' financial literacy, savings, and education","year":2018,"lang":"en","type":"article","venue":"Journal of Adolescence","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Global Affairs Canada; Government of Canada","keywords":"Financial literacy; Savings account; Psychology; Intervention (counseling); Literacy; Sample (material); Control (management); Finance; Demographic economics; Developmental psychology; Business; Pedagogy; Economics; Management","score_opus":0.009602397275804257,"score_gpt":0.25752535225446377,"score_spread":0.24792295497865952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885231390","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":[0.9962484,0.0000756995,0.002252158,0.0002748346,0.00041521856,0.00018288149,7.8222655e-7,0.000022991717,0.0005270283],"genre_scores_gemma":[0.98088527,0.0000025857855,0.0127878,0.0025709984,0.0036808697,0.0000029731714,0.000007070806,0.000019967718,0.000042441607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984664,0.000026805948,0.00054783473,0.00027762417,0.0004281698,0.00025321945],"domain_scores_gemma":[0.9977997,0.000015910386,0.0006829172,0.00022785511,0.0012173856,0.000056244884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008551329,0.00018389297,0.00027774763,0.0005225403,0.00023750911,0.0005044959,0.00035373747,0.00006439679,0.000033002834],"category_scores_gemma":[0.000523405,0.00016366142,0.00008486725,0.0007780988,0.00006643488,0.0021937913,0.00007694116,0.00019897749,0.000033324242],"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":[0.00012271851,0.00061017706,0.96478176,0.00022512751,0.0000037541377,0.000005215961,0.0003587347,0.000020061076,0.0057999413,0.0008222989,0.0036012495,0.023648944],"study_design_scores_gemma":[0.00036992077,0.00013966855,0.98199546,0.0008209749,0.00009552086,0.000013886891,0.000052827403,0.008794005,0.000516794,0.00044962557,0.006457071,0.00029421414],"about_ca_topic_score_codex":0.000058782112,"about_ca_topic_score_gemma":0.0000132064215,"teacher_disagreement_score":0.02335473,"about_ca_system_score_codex":0.000048526912,"about_ca_system_score_gemma":0.00018751808,"threshold_uncertainty_score":0.6673919},"labels":[],"label_agreement":null},{"id":"W2886312974","doi":"10.5539/ijef.v10n9p26","title":"Social Security Reform and Personal Saving: Evidence from Brazil","year":2018,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social security; Constitution; Economics; Public economics; Face (sociological concept); Population; Development economics; Demographic economics; Economic growth; Political science; Sociology; Demography; Market economy","score_opus":0.020252129058477522,"score_gpt":0.25835208475935073,"score_spread":0.23809995570087322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886312974","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":[0.99617416,0.00039902213,0.000010034891,0.0021593934,0.00049880607,0.00002552043,0.000007850341,0.000003029457,0.00072219496],"genre_scores_gemma":[0.9938656,0.0010487239,0.00022579804,0.00092419895,0.0038684064,5.9024e-7,0.000004736176,0.000007709238,0.000054233602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927235,0.0000039171427,0.00035129924,0.00016014773,0.00010971293,0.00010254706],"domain_scores_gemma":[0.9989428,0.000030614876,0.0005510581,0.000047375088,0.00041953113,0.000008653435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028359823,0.000100517565,0.0001852406,0.00013796368,0.00013061786,0.00028280617,0.00021848282,0.000045080164,0.000084406296],"category_scores_gemma":[0.00007589877,0.00009509397,0.00007525781,0.000054523174,0.00012058504,0.0014457523,0.00014901666,0.0001004075,0.000016882594],"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":[0.0012081562,0.00017307179,0.78647524,0.000039401988,0.00024482663,0.000072780385,0.0030799971,0.000024535178,0.0004222824,0.16155098,0.0071669635,0.039541785],"study_design_scores_gemma":[0.0011792548,0.00006409,0.7456068,0.0002950746,0.000100196936,0.000028613378,0.00019875125,0.03753773,0.00011207314,0.060901448,0.1535928,0.00038319512],"about_ca_topic_score_codex":0.0005841556,"about_ca_topic_score_gemma":0.0004469388,"teacher_disagreement_score":0.14642583,"about_ca_system_score_codex":0.00008046112,"about_ca_system_score_gemma":0.000029915107,"threshold_uncertainty_score":0.38778198},"labels":[],"label_agreement":null},{"id":"W2886557843","doi":"","title":"Household Financial Conditions","year":2007,"lang":"en","type":"article","venue":"Economic Trends","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Stock (firearms); Equity (law); Demographic economics; Labour economics; Geography","score_opus":0.015828816940649953,"score_gpt":0.23109859359418775,"score_spread":0.2152697766535378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886557843","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":[0.8966865,0.000028195049,0.000025848067,0.00020026493,0.0007921479,0.000043628046,0.000020784542,0.00016631783,0.10203629],"genre_scores_gemma":[0.99137056,0.000002351362,0.000075787364,0.0014011277,0.0026675463,0.000006259649,0.0001942497,0.000027539681,0.0042545535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988468,0.0000029102152,0.00039560138,0.00031079145,0.00009002661,0.00035386777],"domain_scores_gemma":[0.9994401,0.000027873153,0.00020851796,0.0002761087,0.000029074197,0.000018367533],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003452361,0.00017570924,0.00022580016,0.00063739414,0.00022049018,0.00014926703,0.00020909744,0.000077108016,0.0040270234],"category_scores_gemma":[0.00003296825,0.00019034072,0.00017593161,0.000346485,0.000053886986,0.00084863306,0.000067074434,0.00010014025,0.002098522],"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":[0.000044239827,0.00008841214,0.69298226,0.00001816876,0.000015301808,0.000030274678,0.0000332158,0.00021056076,0.00018737366,0.1404546,0.157926,0.008009568],"study_design_scores_gemma":[0.00034970097,0.0000046223017,0.65522593,0.00000799558,0.000048581005,0.000001040302,0.000010330906,0.00036613047,0.00005577998,0.0013582853,0.34235242,0.00021917836],"about_ca_topic_score_codex":0.0005425797,"about_ca_topic_score_gemma":0.0019002159,"teacher_disagreement_score":0.18442641,"about_ca_system_score_codex":0.000091276044,"about_ca_system_score_gemma":0.00002173378,"threshold_uncertainty_score":0.99867845},"labels":[],"label_agreement":null},{"id":"W2886858504","doi":"","title":"Apprendre tout au long de la vie un incontournable pour les responsables de famille monoparentale : mémoire présenté au Comité consultatif sur l'accessibilité financière aux études sur le document de consultation intitulé Vers l'accessibilité financière à l'apprentissage tout au long de la vie / Fédération des associations de familles monoparentales et recomposées du Québec","year":2010,"lang":"fr","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.012555891168123818,"score_gpt":0.2639553281678429,"score_spread":0.25139943699971906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886858504","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":[0.98542273,0.0030152653,0.003932481,0.001797835,0.0006230148,0.001393568,0.00020462886,0.00035375607,0.0032566963],"genre_scores_gemma":[0.9833423,0.00075689453,0.007679528,0.00030696497,0.00073649106,0.0003626296,0.0008937167,0.00019397325,0.005727491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99136883,0.0018133265,0.0022750054,0.0015143367,0.00087985443,0.0021486722],"domain_scores_gemma":[0.99030167,0.0050148214,0.0019260881,0.0008855849,0.0015596333,0.0003121746],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0065861885,0.001290889,0.0013946415,0.0008149934,0.003093352,0.00255322,0.0012053855,0.0010196298,0.00041889685],"category_scores_gemma":[0.010425772,0.001405308,0.0006601499,0.0014240337,0.0014198747,0.0052456176,0.00077406643,0.001242696,0.000056662026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00044857012,0.0018120114,0.9428672,0.0011610513,0.0003188518,0.0001761252,0.006323106,0.005186651,0.0072834324,0.008446209,0.0023806375,0.023596108],"study_design_scores_gemma":[0.0042224885,0.00008075566,0.9385536,0.0015107852,0.001029016,0.000065052096,0.009765444,0.028482659,0.005440195,0.003123253,0.0062390333,0.0014877658],"about_ca_topic_score_codex":0.4404011,"about_ca_topic_score_gemma":0.7706936,"teacher_disagreement_score":0.3302925,"about_ca_system_score_codex":0.006623946,"about_ca_system_score_gemma":0.01634458,"threshold_uncertainty_score":0.99998426},"labels":[],"label_agreement":null},{"id":"W2886896713","doi":"10.1007/s41996-018-0015-7","title":"Racial Differentials in the Wealth Effects of the Financial Crisis and Great Recession","year":2018,"lang":"en","type":"article","venue":"Journal of Economics Race and Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Manitoba","funders":"Lakehead University","keywords":"Recession; Economics; Financial crisis; Panel Study of Income Dynamics; Great Depression; Great recession; Panel data; Demographic economics; Labour economics; Keynesian economics; Geography; Econometrics","score_opus":0.00952638559818975,"score_gpt":0.24930501700776966,"score_spread":0.23977863140957992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886896713","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":[0.9964481,0.00020034678,0.000003995387,0.0027189879,0.00029080757,0.00010929442,0.0000010464536,0.0000013157035,0.0002261038],"genre_scores_gemma":[0.9944959,0.0005707305,0.000024348064,0.0022099267,0.0026610524,0.0000010913179,6.4229675e-7,0.0000070576752,0.000029200313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991975,0.00004219168,0.0004418148,0.000100761856,0.000075748474,0.00014201696],"domain_scores_gemma":[0.9989341,0.000095041054,0.0007308772,0.0001325089,0.000095605064,0.00001185983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058460195,0.000108093984,0.00030289855,0.00028179152,0.00016717649,0.000116987336,0.00020849792,0.000057246794,0.000021769063],"category_scores_gemma":[0.00033139437,0.0000625265,0.00009395934,0.00025916958,0.00008367712,0.00046906737,0.000112165035,0.00012320273,0.0000031458621],"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":[0.00043633065,0.0001501517,0.9423503,0.000369879,0.00003430968,0.0000058906194,0.0041313632,0.000016548758,0.00057357235,0.025874455,0.008784988,0.017272178],"study_design_scores_gemma":[0.0010295436,0.00008733843,0.9677726,0.00017641466,0.00013994065,0.000006833448,0.00015296703,0.00044370213,0.0003381471,0.015169402,0.0145518305,0.00013126232],"about_ca_topic_score_codex":0.0005593479,"about_ca_topic_score_gemma":0.0010553731,"teacher_disagreement_score":0.025422286,"about_ca_system_score_codex":0.00002228361,"about_ca_system_score_gemma":0.00005012847,"threshold_uncertainty_score":0.25497568},"labels":[],"label_agreement":null},{"id":"W2887017541","doi":"","title":"Research Guides: Financial Literacy: Money for School","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Scholarship; Reading (process); Section (typography); Information literacy; Literacy; Finance; Library science; Business; Sociology; Political science; Pedagogy; Computer science; Advertising","score_opus":0.05472263051588768,"score_gpt":0.3440286952921413,"score_spread":0.28930606477625365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887017541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05164776,0.0062915003,0.0013481267,0.007226456,0.021593954,0.012346222,0.00082660565,0.0025197763,0.8961996],"genre_scores_gemma":[0.008806732,0.00046805252,0.012027296,0.01884736,0.12839143,0.00126539,0.008431458,0.00068835047,0.82107395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933588,0.00006304727,0.001546417,0.0016241682,0.0018330669,0.001574489],"domain_scores_gemma":[0.9909957,0.00041493014,0.0007642221,0.001475884,0.006276774,0.00007247417],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037339537,0.00085990014,0.001200926,0.0028859254,0.0012121968,0.0024522732,0.0018181821,0.00090849755,0.009898303],"category_scores_gemma":[0.007195765,0.00077618257,0.00079985446,0.0026498297,0.00032175906,0.002496155,0.0012312015,0.0009415326,0.008535372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014823172,0.00009929292,0.008088561,0.0009871023,0.000034575147,0.000015768512,0.000026257747,0.0000018190908,0.000021394184,0.010858178,0.97744274,0.0022760627],"study_design_scores_gemma":[0.00064463547,0.00006050765,0.0033787703,0.00077537587,0.00026739042,7.549082e-7,0.000035885976,0.0016693231,0.00003147009,0.015935855,0.97628105,0.0009189967],"about_ca_topic_score_codex":0.0041099354,"about_ca_topic_score_gemma":0.0009799395,"teacher_disagreement_score":0.10679748,"about_ca_system_score_codex":0.00025475534,"about_ca_system_score_gemma":0.0005744564,"threshold_uncertainty_score":0.9994689},"labels":[],"label_agreement":null},{"id":"W2887785480","doi":"10.1257/pol.20180401","title":"Parental Support, Savings, and Student Loan Repayment","year":2021,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Student loan; Loan; Revenue; Plan (archaeology); Actuarial science; Cover (algebra); Business; Economics; Finance","score_opus":0.007363718596265284,"score_gpt":0.25431724056218347,"score_spread":0.2469535219659182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887785480","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":[0.9855225,0.00012250362,0.0000043593714,0.002279543,0.00056819833,0.000101629514,0.000018105642,0.000042395288,0.011340786],"genre_scores_gemma":[0.98841983,0.0005284417,0.0001593734,0.005862708,0.0040933862,0.000008011692,0.000043037544,0.000050198545,0.0008349859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997825,0.00002750051,0.00091230613,0.0005423775,0.000105590545,0.00058722467],"domain_scores_gemma":[0.9983605,0.000041875875,0.001073049,0.00037432494,0.000051339674,0.00009888943],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045878725,0.00032335627,0.00063874584,0.00049718225,0.0003302124,0.00088532025,0.00033670146,0.000040687602,0.0022931485],"category_scores_gemma":[0.000054887136,0.00035106824,0.00026761842,0.00015599797,0.00022451927,0.0012608661,0.000438147,0.00022779367,0.0013446499],"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":[0.000038189548,0.000087289955,0.9541602,0.00001761083,0.00014241213,0.000097442964,0.00022746016,0.00025283673,0.00010610248,0.013589351,0.014402936,0.016878149],"study_design_scores_gemma":[0.0014787297,0.00007795791,0.622009,0.000044831217,0.00023511797,0.00041525686,0.002199357,0.0017599579,0.00008030293,0.0028277799,0.36796963,0.00090210326],"about_ca_topic_score_codex":0.005138464,"about_ca_topic_score_gemma":0.0013793793,"teacher_disagreement_score":0.3535667,"about_ca_system_score_codex":0.0009507951,"about_ca_system_score_gemma":0.00042405238,"threshold_uncertainty_score":0.99989414},"labels":[],"label_agreement":null},{"id":"W2888621355","doi":"10.1007/s00148-018-0719-7","title":"Endogenous divorce risk and investment","year":2018,"lang":"en","type":"article","venue":"Journal of Population Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Trinity College","funders":"","keywords":"Flexibility (engineering); Economics; Bivariate analysis; Investment (military); Consumption (sociology); Quality (philosophy); Social policy; Actuarial science; Investment decisions; Microeconomics; Computer science; Sociology; Behavioral economics; Political science","score_opus":0.021455155440789395,"score_gpt":0.20984227075699932,"score_spread":0.18838711531620994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888621355","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":[0.99793905,0.00007373025,0.00006211222,0.000087872286,0.00040489924,0.00006223833,0.0000013631599,0.000008342713,0.0013603712],"genre_scores_gemma":[0.99609464,0.000055458033,0.00075627177,0.00095828524,0.0020574452,4.9100726e-7,0.00000940727,0.000012198622,0.00005582404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991946,0.000009327193,0.00049908407,0.000105788036,0.00007889121,0.00011229062],"domain_scores_gemma":[0.9986646,0.000017797925,0.0010126942,0.00010700835,0.0001817029,0.000016169399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042044462,0.00009475806,0.00019674479,0.0002661401,0.00016235675,0.00014858901,0.00009346811,0.00003695533,0.00013391337],"category_scores_gemma":[0.00012223302,0.000087425266,0.00007861752,0.000111159665,0.000035117533,0.0010363937,0.000055243403,0.00007091243,0.000058281137],"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":[0.000031014904,0.000022086995,0.98623604,0.000009854105,0.000015131951,0.0000018006322,0.000057798825,0.00023686397,0.00004849906,0.010833506,0.000384439,0.0021229847],"study_design_scores_gemma":[0.00060282374,0.00004811794,0.9238347,0.000025443294,0.00019990883,0.00001439546,0.00005124599,0.012941002,0.00004091544,0.021455323,0.040607102,0.00017906562],"about_ca_topic_score_codex":0.00046598446,"about_ca_topic_score_gemma":0.00027766597,"teacher_disagreement_score":0.062401365,"about_ca_system_score_codex":0.000056759684,"about_ca_system_score_gemma":0.000009960294,"threshold_uncertainty_score":0.3565099},"labels":[],"label_agreement":null},{"id":"W2889171194","doi":"","title":"Financial Empowerment: Personal Finance for Indigenous and Non-Indigenous People","year":2018,"lang":"en","type":"book","venue":"oURspace (University of Regina)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Empowerment; Business; Finance; Economic growth; Economics","score_opus":0.006389927994319155,"score_gpt":0.18394182592593064,"score_spread":0.1775518979316115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889171194","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95511156,0.00084394845,0.0009999926,0.027410131,0.0008926229,0.0023479194,0.00024123154,0.00015315333,0.0119994115],"genre_scores_gemma":[0.009920028,0.00037204835,0.0012032739,0.00022582729,0.0014317775,0.0000033391025,0.00050709,0.00008953324,0.98624706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806523,0.000010288544,0.000057673158,0.000770653,0.00050057616,0.00059557223],"domain_scores_gemma":[0.9978789,0.000054302458,0.000977392,0.00042103432,0.0006390808,0.000029301833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034597245,0.0004909365,0.0008904239,0.0006973617,0.0009459624,0.00010873943,0.000568661,0.00045184186,0.00005540957],"category_scores_gemma":[0.000058150163,0.00063622027,0.0004131514,0.00040488088,0.00031996125,0.0007335494,0.000365079,0.0002600229,0.00016371105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002985542,0.00006687209,0.019114044,0.0011976921,0.00007678443,0.00007110852,0.0035553395,0.0000035280884,0.00001799517,0.0019480432,0.97191346,0.0017365577],"study_design_scores_gemma":[0.0009690102,0.00013850362,0.01341467,0.00041399006,0.0005943275,0.000003557773,0.00038385356,0.00039242176,0.0000017473504,0.0003199618,0.9827184,0.0006495386],"about_ca_topic_score_codex":0.00018691583,"about_ca_topic_score_gemma":0.0034051307,"teacher_disagreement_score":0.9742477,"about_ca_system_score_codex":0.00022788697,"about_ca_system_score_gemma":0.00051469554,"threshold_uncertainty_score":0.99960893},"labels":[],"label_agreement":null},{"id":"W2889735309","doi":"10.1111/0008-4085.00047","title":"Cohort patterns in Canadian earnings: assessing the role of skill premia in inequality trends","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Earnings; Cohort; Cohort effect; Demographic economics; Dispersion (optics); Inequality; Economics; Demography; Medicine; Finance","score_opus":0.04161382054755193,"score_gpt":0.1949598412240659,"score_spread":0.15334602067651398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889735309","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":[0.9929194,0.000121850775,5.6503916e-7,0.0005300455,0.0002795088,0.00018310137,0.000045066336,0.0000036165673,0.0059168516],"genre_scores_gemma":[0.99836284,0.00004148932,0.000040198716,0.0007396182,0.00053633587,0.000011020046,0.000046186044,0.000043270047,0.0001790652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972214,0.00006722216,0.0013929596,0.0003546145,0.000010585225,0.0009531888],"domain_scores_gemma":[0.9981148,0.000089302266,0.0008438675,0.00041062423,0.00018955722,0.00035180675],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019635991,0.00029565324,0.0007322377,0.0023608834,0.00016249045,0.00027595967,0.0007060858,0.00018081434,0.0023124083],"category_scores_gemma":[0.0002620892,0.0003100157,0.00020994224,0.00067595823,0.000108759064,0.001409038,0.000022756016,0.0004851811,0.000021373144],"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":[0.000015208191,0.000011005186,0.97731817,0.000023231378,0.000023316887,0.000078491335,0.0006087975,0.005068711,0.0000028803872,0.009121552,0.00005457905,0.00767408],"study_design_scores_gemma":[0.00044720553,0.000021498703,0.95396894,0.00022876449,0.00004810945,0.000021282613,0.00052702066,0.0077504627,0.000008913516,0.0066069197,0.03002252,0.00034838018],"about_ca_topic_score_codex":0.98935914,"about_ca_topic_score_gemma":0.9998824,"teacher_disagreement_score":0.029967943,"about_ca_system_score_codex":0.0022739728,"about_ca_system_score_gemma":0.0017490318,"threshold_uncertainty_score":0.9999352},"labels":[],"label_agreement":null},{"id":"W2889750121","doi":"10.13189/ujaf.2018.060301","title":"Defined-benefit Pension Plans: Are They as Good as They Seem?","year":2018,"lang":"en","type":"article","venue":"Universal Journal of Accounting and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Pension; Business; Actuarial science; Finance","score_opus":0.008471329971847266,"score_gpt":0.20714084944561598,"score_spread":0.1986695194737687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889750121","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":[0.98918,0.00029623375,0.000026519698,0.00038830462,0.00051718444,0.00009035458,0.0000033951624,0.000036331097,0.009461637],"genre_scores_gemma":[0.9953498,0.0005261437,0.00035728508,0.001040466,0.0018725498,4.565683e-7,0.000005812013,0.000032359632,0.0008151309],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828196,0.000013045969,0.00051751325,0.00031412372,0.0005013925,0.00037194038],"domain_scores_gemma":[0.9973588,0.00007366036,0.0012792354,0.00024440372,0.0010228948,0.000021031297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964151,0.0002801216,0.00045117675,0.0004842884,0.00048384114,0.0003528372,0.00040478207,0.00012465495,0.00012327415],"category_scores_gemma":[0.000249807,0.00024099305,0.0001765844,0.00040006108,0.000104195635,0.0024334744,0.00016400819,0.00029762115,0.00028703496],"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":[0.00074153155,0.00024475218,0.89269775,0.00012571526,0.000083092316,0.00034446374,0.0010676716,0.0002064271,0.0011083715,0.09329731,0.0035597503,0.006523144],"study_design_scores_gemma":[0.0035690856,0.00048841594,0.46564415,0.002280245,0.0007254206,0.00021242746,0.002495599,0.0034778416,0.000387105,0.03797313,0.48143917,0.0013073903],"about_ca_topic_score_codex":0.0012637138,"about_ca_topic_score_gemma":0.0006820297,"teacher_disagreement_score":0.47787943,"about_ca_system_score_codex":0.000049362203,"about_ca_system_score_gemma":0.00004923059,"threshold_uncertainty_score":0.9827411},"labels":[],"label_agreement":null},{"id":"W2890399122","doi":"10.3386/w18669","title":"Optimal Financial Knowledge and Wealth Inequality","year":2013,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Network for Studies on Pensions, Aging and Retirement; U.S. Social Security Administration; University of Pennsylvania; RAND Corporation","keywords":"Inequality; Economics; Finance; Business; Financial economics; Mathematics","score_opus":0.2709341496374954,"score_gpt":0.4762432397519614,"score_spread":0.20530909011446602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890399122","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37411556,0.0019237523,0.0000030668768,0.00051865436,0.0010264415,0.0011136946,0.00007564866,0.00004876798,0.6211744],"genre_scores_gemma":[0.975962,0.0009077191,0.00024920853,0.00010642732,0.00800107,0.0001378605,0.0013548393,0.000073122625,0.013207777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603474,0.00007559991,0.0011013557,0.0007413465,0.0015233074,0.0005236608],"domain_scores_gemma":[0.99364245,0.00043034955,0.00073789374,0.00035827246,0.0047934027,0.000037619466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007525612,0.00032064342,0.0007790372,0.0017361739,0.00029668998,0.00028479742,0.000525605,0.00042125402,0.0017795383],"category_scores_gemma":[0.0031296047,0.0003229871,0.00021879717,0.00050931005,0.00029746,0.00087048486,0.00071398827,0.0007047145,0.0012063136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008709118,0.00022430129,0.089711785,0.0017538767,0.00007205169,0.0000045100596,0.000048348775,0.000093949595,0.00003839279,0.37425935,0.5306235,0.0030828114],"study_design_scores_gemma":[0.0012332498,0.000079663805,0.1655334,0.0005970373,0.00013804965,0.0000063218663,0.00004577311,0.009180085,0.000036976493,0.17310931,0.64897615,0.0010639671],"about_ca_topic_score_codex":0.012181053,"about_ca_topic_score_gemma":0.0011422555,"teacher_disagreement_score":0.60796666,"about_ca_system_score_codex":0.0008668826,"about_ca_system_score_gemma":0.0027788559,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W2890772238","doi":"10.3386/w21369","title":"Why Don't Households Smooth Consumption? Evidence from a 25 Million Dollar Experiment","year":2015,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Liberian dollar; Consumption (sociology); Economics; Us dollar; Agricultural economics; Econometrics; Monetary economics; Exchange rate; Art; Finance","score_opus":0.338826891947317,"score_gpt":0.45212155684292726,"score_spread":0.11329466489561024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890772238","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":[0.9782853,0.00382857,0.00002223885,0.0018829951,0.001004886,0.0011700916,0.000111534355,0.00008791816,0.013606453],"genre_scores_gemma":[0.9934768,0.00055877655,0.00062817434,0.00044391805,0.0027858566,0.00021050668,0.0012802725,0.000065590866,0.00055012136],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952954,0.00013955287,0.0010437336,0.0010815506,0.0019520913,0.000487652],"domain_scores_gemma":[0.9952799,0.0005847156,0.0007487259,0.0007767776,0.0025583582,0.000051506664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004216124,0.00039601707,0.00070305675,0.0012855191,0.000229947,0.00060165994,0.0011679599,0.00041146504,0.0023971153],"category_scores_gemma":[0.0011640753,0.00041415676,0.00030860168,0.00038557677,0.00029695974,0.0011050571,0.0018772138,0.00070141145,0.0010467622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007019439,0.00049999135,0.3425988,0.0008690003,0.00032881598,0.000020746631,0.00038503826,0.009895909,0.002959724,0.1288264,0.5125078,0.00040582905],"study_design_scores_gemma":[0.0028026497,0.00009083859,0.063423276,0.003202701,0.00034076374,0.0000014100412,0.0002716336,0.05300651,0.0020347491,0.775088,0.097777285,0.0019601635],"about_ca_topic_score_codex":0.024015613,"about_ca_topic_score_gemma":0.0013622065,"teacher_disagreement_score":0.64626163,"about_ca_system_score_codex":0.0011974649,"about_ca_system_score_gemma":0.0006465335,"threshold_uncertainty_score":0.999831},"labels":[],"label_agreement":null},{"id":"W2891406887","doi":"10.3386/w17028","title":"Limited and Varying Consumer Attention: Evidence from Shocks to the Salience of Bank Overdraft Fees","year":2011,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Overdraft; Salience (neuroscience); Business; Monetary economics; Economics; Finance; Psychology; Cognitive psychology","score_opus":0.34767328670355246,"score_gpt":0.446454029703842,"score_spread":0.09878074300028955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891406887","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":[0.8035925,0.0051871445,0.000020244723,0.0017698044,0.001184078,0.0021622404,0.00017163453,0.000041820338,0.1858705],"genre_scores_gemma":[0.99457043,0.001056743,0.00018906334,0.00011072259,0.0012475325,0.000072528215,0.0002442295,0.00003125081,0.00247752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963928,0.00006920855,0.0009017169,0.00063348067,0.0016926718,0.0003101074],"domain_scores_gemma":[0.9943167,0.0011060468,0.00071743486,0.0004623306,0.0033719258,0.000025542035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004401018,0.00023537032,0.0005401304,0.0010439507,0.00023884671,0.00019408457,0.0007585196,0.00019654866,0.0015220077],"category_scores_gemma":[0.003191752,0.00019672597,0.0001827405,0.0005714232,0.0003055752,0.0008251661,0.00074173824,0.00037698602,0.00024242974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034507565,0.0001379884,0.85898244,0.000812361,0.0003354316,0.000008315705,0.00020847551,0.0002447146,0.0014034855,0.04511631,0.08769458,0.0047108373],"study_design_scores_gemma":[0.0008521698,0.000089981484,0.82233304,0.0041028317,0.00051304477,0.00000632483,0.00015310598,0.0057768244,0.00044932778,0.0719662,0.09271437,0.0010427795],"about_ca_topic_score_codex":0.028488906,"about_ca_topic_score_gemma":0.0014878183,"teacher_disagreement_score":0.19097789,"about_ca_system_score_codex":0.00028027972,"about_ca_system_score_gemma":0.000657712,"threshold_uncertainty_score":0.9993907},"labels":[],"label_agreement":null},{"id":"W2891789764","doi":"10.3386/w22629","title":"Thrivers and Divers: Using Non-Academic Measures to Predict College Success and Failure","year":2016,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"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":"University of Toronto","keywords":"Procrastination; Contrast (vision); Warrant; Psychology; Variance (accounting); Psychological intervention; Set (abstract data type); Sample (material); Variable (mathematics); Mathematics education; Academic achievement; Medical education; Computer science; Social psychology; Mathematics; Medicine; Economics; Finance; Artificial intelligence; Accounting","score_opus":0.18886715975212026,"score_gpt":0.4245238967543526,"score_spread":0.23565673700223233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891789764","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":[0.98774534,0.0002464014,0.00002415695,0.0014408227,0.00023098146,0.0008640998,0.00015224192,0.000018542873,0.009277434],"genre_scores_gemma":[0.99792737,0.00013806115,0.00024768483,0.00010236154,0.0011598695,0.000035219964,0.00008756322,0.000029846256,0.0002720553],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974051,0.000045090554,0.00052287744,0.00073965284,0.0009127413,0.00037453932],"domain_scores_gemma":[0.9979666,0.00025689774,0.00033022152,0.00025156763,0.0011475767,0.000047134283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023270205,0.00025978783,0.00048010092,0.001577702,0.00029211858,0.00022015067,0.0005396376,0.00031665454,0.00018602339],"category_scores_gemma":[0.00058766373,0.0002428159,0.000098363394,0.00029202664,0.0002975886,0.0008654877,0.0020096977,0.00050994055,0.00005872027],"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":[0.00032118964,0.000043253007,0.80416816,0.00075654074,0.00018530738,0.000008065349,0.00016100702,0.0012871767,0.0025538607,0.16503215,0.024945876,0.0005374054],"study_design_scores_gemma":[0.0034442612,0.00008482081,0.22106221,0.0029534486,0.00035953702,0.0000061484325,0.000550591,0.050938208,0.0007328953,0.7011365,0.016997691,0.0017336775],"about_ca_topic_score_codex":0.0020981922,"about_ca_topic_score_gemma":0.00035533932,"teacher_disagreement_score":0.583106,"about_ca_system_score_codex":0.00038564007,"about_ca_system_score_gemma":0.00031721822,"threshold_uncertainty_score":0.99017453},"labels":[],"label_agreement":null},{"id":"W2891795437","doi":"10.3386/w13363","title":"Accounting for the rise in consumer bankruptcies","year":2007,"lang":"en","type":"preprint","venue":"MADOC (University of Mannheim)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":48,"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; Western University","funders":"","keywords":"Accounting; Business","score_opus":0.027514999017616924,"score_gpt":0.22577097369241142,"score_spread":0.1982559746747945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891795437","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":[0.9863442,0.0017409334,0.0016077004,0.001570576,0.0008183967,0.001296414,0.00004082324,0.00012125483,0.0064596753],"genre_scores_gemma":[0.99512166,0.00019392629,0.0013505269,0.0004549034,0.0005218813,0.0000034833276,0.00012599831,0.000042247495,0.0021853577],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982799,0.000017195327,0.00034863417,0.00052347884,0.0004151143,0.0004156379],"domain_scores_gemma":[0.99799436,0.00021067639,0.0007253139,0.00059041206,0.00046727643,0.000011958334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012166566,0.0003141163,0.0005419287,0.0008223882,0.00038995105,0.00016479309,0.0010153933,0.00025838267,0.0005933765],"category_scores_gemma":[0.00015060483,0.0003213557,0.0004178842,0.0006268508,0.00024900693,0.0006054924,0.0015240645,0.00042504742,0.000119958764],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000624365,0.00028319148,0.90901315,0.0024773625,0.00025961018,0.00009585692,0.0011543592,0.0017910182,0.00008772647,0.013435789,0.05595024,0.01482732],"study_design_scores_gemma":[0.0012902559,0.000009044363,0.41926777,0.0004737945,0.0010223533,5.979586e-7,0.0025999318,0.03228002,0.000012306057,0.004196648,0.53810215,0.0007451149],"about_ca_topic_score_codex":0.008267892,"about_ca_topic_score_gemma":0.0045589795,"teacher_disagreement_score":0.48974538,"about_ca_system_score_codex":0.000080794125,"about_ca_system_score_gemma":0.00005228503,"threshold_uncertainty_score":0.9999238},"labels":[],"label_agreement":null},{"id":"W2891897418","doi":"10.1017/s1474747215000311","title":"Financial literacy and retirement planning in Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":206,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Financial literacy; Retirement planning; Educational attainment; Diversification (marketing strategy); Literacy; Financial plan; Health and Retirement Study; Demographic economics; Adult literacy; Economics; Business; Finance; Economic growth; Demography; Sociology; Marketing","score_opus":0.018311266683749758,"score_gpt":0.21674303713066345,"score_spread":0.19843177044691368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891897418","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":[0.99750704,0.0010919694,0.0000065635127,0.00057687017,0.0003851679,0.0000656857,0.0000024325327,0.0000020401792,0.00036221088],"genre_scores_gemma":[0.99736077,0.0006474706,0.00061067817,0.00095412624,0.00036186844,0.0000013095861,0.0000030999142,0.0000104235305,0.000050279014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998908,0.000007797327,0.0006026268,0.00017561256,0.00010838786,0.00019760933],"domain_scores_gemma":[0.99910396,0.000033695113,0.00055313617,0.00011359827,0.00017301645,0.000022582031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046149874,0.00013958845,0.00035762347,0.0002517591,0.00008788014,0.00012477883,0.00011564199,0.00003863675,0.000009212735],"category_scores_gemma":[0.00017282611,0.00013278768,0.00004050446,0.00018037464,0.000030671185,0.00087556336,0.0001228544,0.00016237747,0.0000028983131],"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":[0.00014812483,0.000039954157,0.96636254,0.000030680796,0.0000063837992,0.00017747455,0.00022600894,0.0027939267,0.000013991176,0.018631965,0.005108422,0.0064605353],"study_design_scores_gemma":[0.0014656194,0.000044050925,0.7296283,0.0002867404,0.00004972874,0.00003407572,0.00019013048,0.029310565,0.000010479968,0.008109359,0.23052546,0.00034545694],"about_ca_topic_score_codex":0.10015199,"about_ca_topic_score_gemma":0.17857577,"teacher_disagreement_score":0.2367342,"about_ca_system_score_codex":0.00016605399,"about_ca_system_score_gemma":0.00043259238,"threshold_uncertainty_score":0.90584016},"labels":[],"label_agreement":null},{"id":"W2891927658","doi":"10.3386/w20203","title":"Five Steps to Planning Success. Experimental Evidence from U.S. Households","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Social Security Administration","keywords":"Respondent; Narrative; Psychological intervention; Quarter (Canadian coin); Financial plan; Sample (material); Finance; Population; Value (mathematics); Actuarial science; Psychology; Computer science; Economics; Political science; Demography; Sociology; Geography","score_opus":0.2745223570130537,"score_gpt":0.4637626424848721,"score_spread":0.18924028547181837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891927658","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":[0.9816822,0.0007419903,0.00001700442,0.0006351824,0.000578481,0.0006804991,0.000044791832,0.000051144736,0.015568704],"genre_scores_gemma":[0.99443775,0.000025021256,0.0005520408,0.0003264971,0.003242804,0.00015615819,0.0006283859,0.000055582586,0.00057577115],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99612904,0.00008509344,0.00085607375,0.0010217214,0.0014340748,0.00047401266],"domain_scores_gemma":[0.9969455,0.000770663,0.00052423024,0.0005799921,0.0011355861,0.00004403263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027650092,0.00033716444,0.00063908723,0.0010194766,0.00024112426,0.0006083893,0.0013607345,0.00028918814,0.0011746136],"category_scores_gemma":[0.0011526878,0.00036610264,0.000248102,0.00035410636,0.00014930496,0.000910198,0.0024584255,0.00065160036,0.0011453059],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008866692,0.0003677254,0.59725016,0.000672025,0.00029265217,0.000024308187,0.0009018904,0.11244113,0.004572162,0.10407736,0.17797224,0.0005416754],"study_design_scores_gemma":[0.0027591765,0.00023271755,0.34056154,0.0075106462,0.00029295168,0.0000017246217,0.0008394281,0.18191236,0.010661176,0.42927045,0.02248154,0.0034763014],"about_ca_topic_score_codex":0.017796075,"about_ca_topic_score_gemma":0.00031523648,"teacher_disagreement_score":0.32519308,"about_ca_system_score_codex":0.0007170155,"about_ca_system_score_gemma":0.0003266993,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W2892182251","doi":"10.3386/w25485","title":"Uncertainty about Future Income: Initial Beliefs and Resolution During College","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Andrew W. Mellon Foundation; National Science Foundation","keywords":"Resolution (logic); Economics; Econometrics; Computer science; Artificial intelligence","score_opus":0.13449807843507305,"score_gpt":0.4314817547319773,"score_spread":0.29698367629690425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892182251","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":[0.563077,0.0020329817,4.72554e-7,0.00089827867,0.0020392681,0.0014343068,0.00032138376,0.000059150156,0.43013722],"genre_scores_gemma":[0.9754855,0.0010392122,0.000051178635,0.000061577746,0.012509685,0.00006359405,0.0017194857,0.00006851792,0.009001272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995652,0.00006450318,0.00096882693,0.00075105886,0.0020643326,0.00049925636],"domain_scores_gemma":[0.9952261,0.00027260353,0.00073807675,0.00038438017,0.003350562,0.000028272552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004261692,0.00032636523,0.00070674444,0.0021822008,0.00041049617,0.00022693553,0.00048047275,0.0004989627,0.00070073013],"category_scores_gemma":[0.0009825631,0.00033714084,0.00022159115,0.0006170936,0.0002362716,0.0008596394,0.0006515201,0.0007642062,0.00037932658],"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":[0.00088468497,0.00024680843,0.18823034,0.005797187,0.00040607894,0.000050027444,0.00009623788,0.0022629558,0.0002682229,0.62061936,0.18011858,0.001019505],"study_design_scores_gemma":[0.0037037476,0.000100277335,0.41574582,0.0019298568,0.00025090275,0.000030450095,0.00025948964,0.011080965,0.0000738991,0.11457143,0.45057952,0.0016736318],"about_ca_topic_score_codex":0.005157505,"about_ca_topic_score_gemma":0.0014181755,"teacher_disagreement_score":0.50604796,"about_ca_system_score_codex":0.0014183127,"about_ca_system_score_gemma":0.0014481904,"threshold_uncertainty_score":0.9999081},"labels":[],"label_agreement":null},{"id":"W2896399651","doi":"10.1007/s13524-018-0716-1","title":"Saving, Sharing, or Spending? The Wealth Consequences of Raising Children","year":2018,"lang":"en","type":"article","venue":"Demography","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Net worth; Economics; Quantile regression; Consumption (sociology); National Longitudinal Surveys; Percentile; Investment (military); Raising (metalworking); Demographic economics; Distribution (mathematics); National wealth; Wealth distribution; Cohort; Demography; Inequality; Econometrics; Medicine; Finance","score_opus":0.024755281847972033,"score_gpt":0.266686306902333,"score_spread":0.24193102505436098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896399651","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":[0.9915346,0.00017562498,0.00004932222,0.0002039014,0.00029165988,0.00025361322,0.000004127305,0.0000873884,0.007399759],"genre_scores_gemma":[0.9974723,0.000024079112,0.00025977372,0.0009228625,0.0011275428,0.000005524656,0.000024751916,0.000022355825,0.00014084628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846315,0.00001634076,0.00043838884,0.00036386284,0.00037533982,0.00034292493],"domain_scores_gemma":[0.9987977,0.00004921182,0.0005001042,0.00043703467,0.00020138967,0.000014528909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006678431,0.00019951056,0.00027989753,0.00054935465,0.0004899888,0.00023905856,0.0006073987,0.0000573932,0.001208501],"category_scores_gemma":[0.00015659962,0.00012880452,0.00022246128,0.001871407,0.00057541707,0.00057862414,0.00022849238,0.00011687451,0.00012850604],"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":[0.00003598442,0.00002888181,0.983956,0.000029791443,0.000032653184,0.0000020143648,0.000068543886,9.743173e-7,0.00032676314,0.011841125,0.0029195638,0.0007577431],"study_design_scores_gemma":[0.0002616772,0.000028989542,0.9810006,0.00013235096,0.00016702851,0.0000030366703,0.00006668648,0.00020051749,0.00032827634,0.0046286047,0.012960511,0.00022169149],"about_ca_topic_score_codex":0.0018983904,"about_ca_topic_score_gemma":0.00075823977,"teacher_disagreement_score":0.010040948,"about_ca_system_score_codex":0.000009718815,"about_ca_system_score_gemma":0.00002024476,"threshold_uncertainty_score":0.99970454},"labels":[],"label_agreement":null},{"id":"W2897226439","doi":"10.1016/j.jet.2018.10.004","title":"Intergenerational altruism with future bias","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Theory","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"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 Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Altruism (biology); Redistribution (election); Economics; Incentive; Dynamic inconsistency; Overlapping generations model; Preference; Microeconomics; Time preference; Mechanism (biology); Government (linguistics); Pension; Public economics; Social psychology; Psychology; Political science","score_opus":0.013886155295795496,"score_gpt":0.21695051398362095,"score_spread":0.20306435868782546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897226439","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":[0.99044985,0.00010550908,0.00023370924,0.0005331808,0.0014938348,0.00004489478,0.000001273016,0.000011062963,0.0071266848],"genre_scores_gemma":[0.97940123,0.000010783434,0.0005378147,0.0015378273,0.017711844,8.514145e-7,0.00000602846,0.00001882186,0.0007747833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991463,0.000018821229,0.00044138613,0.00012494007,0.00011236521,0.00015619626],"domain_scores_gemma":[0.9988349,0.000035935336,0.000713961,0.00014303661,0.00025727603,0.000014889046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095562474,0.00012613472,0.00022872612,0.0003043699,0.00013318464,0.00015510646,0.0002289359,0.000042063424,0.00387396],"category_scores_gemma":[0.000047019643,0.00009196234,0.00013121478,0.000104221785,0.00008150819,0.0010776301,0.000056833705,0.0001118529,0.0005068628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077694526,0.000089681635,0.26061326,0.000029326926,0.00016175296,0.000028279319,0.00021312463,0.00022986029,0.0005607724,0.6750027,0.058136385,0.0041579492],"study_design_scores_gemma":[0.0024654467,0.00024992204,0.111027755,0.00021281156,0.00050459325,0.000100613666,0.0007929617,0.003083114,0.0009127754,0.11564038,0.76425797,0.0007516728],"about_ca_topic_score_codex":0.000014485789,"about_ca_topic_score_gemma":0.00011757989,"teacher_disagreement_score":0.70612156,"about_ca_system_score_codex":0.000060766033,"about_ca_system_score_gemma":0.000062381725,"threshold_uncertainty_score":0.99703664},"labels":[],"label_agreement":null},{"id":"W2897353510","doi":"10.3386/w25144","title":"The Role of Parental Wealth and Income in Financing Children's College Attendance and Its Consequences","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Institute on Aging","keywords":"Attendance; Economics; Demographic economics; Labour economics; Low income; Finance; Business; Economic growth","score_opus":0.09527821927885999,"score_gpt":0.40590918672243687,"score_spread":0.3106309674435769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897353510","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":[0.963984,0.0045174276,2.6406505e-8,0.00026341164,0.00014020641,0.00051019,0.00009235088,0.000005405751,0.030486988],"genre_scores_gemma":[0.9967575,0.0019102563,0.000017102602,0.000014473758,0.0006144962,0.000029260817,0.0001267113,0.000017320108,0.0005128553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756944,0.000051207586,0.00076519186,0.00041707171,0.0008958606,0.00030125192],"domain_scores_gemma":[0.9973352,0.00047585755,0.00067379675,0.00016412068,0.0013359701,0.000015032482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586238,0.00017463411,0.0004640802,0.00083017437,0.0002808986,0.000095458425,0.00033312247,0.0001478639,0.0000684864],"category_scores_gemma":[0.0011914738,0.00014745354,0.00006675096,0.00037827724,0.0005854351,0.0004144118,0.0003802254,0.000299507,0.000018089813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005935066,0.000025407542,0.8581466,0.00023421788,0.000031516625,0.0000016502349,0.00001989423,0.000008831543,0.00007161578,0.13896763,0.0020161392,0.00041716892],"study_design_scores_gemma":[0.0006299447,0.000052188807,0.83660054,0.0008152849,0.000036482197,0.0000112318,0.00016678509,0.002860439,0.00017830504,0.14874686,0.009579611,0.0003223022],"about_ca_topic_score_codex":0.008250662,"about_ca_topic_score_gemma":0.005291899,"teacher_disagreement_score":0.032773532,"about_ca_system_score_codex":0.0003135069,"about_ca_system_score_gemma":0.0009707775,"threshold_uncertainty_score":0.9983535},"labels":[],"label_agreement":null},{"id":"W2897916604","doi":"10.1111/issr.12175","title":"Introduction: Quantifying and reporting social security obligations","year":2018,"lang":"en","type":"article","venue":"International Social Security Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Actua","funders":"","keywords":"Transparency (behavior); Social security; Equity (law); Pension; Work (physics); Context (archaeology); Public economics; Political science; Business; Economics; Finance; Engineering; Law","score_opus":0.0609486773841878,"score_gpt":0.3445716026871455,"score_spread":0.2836229253029577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897916604","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":[0.8830301,0.0064191204,0.00007364699,0.07371421,0.0037629448,0.0009911236,0.000029795927,0.00043118972,0.031547837],"genre_scores_gemma":[0.9685053,0.0008131118,0.00008419699,0.004178377,0.025983645,0.000030748502,0.0002265567,0.000024765284,0.00015325274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974485,0.000038492435,0.001166168,0.0004821422,0.00060177373,0.00026293506],"domain_scores_gemma":[0.9970538,0.000025224499,0.001668419,0.00014251795,0.0010929883,0.000017033633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014111685,0.00022089937,0.00047292252,0.000161785,0.0011248671,0.00036159516,0.00026958395,0.00009658303,0.002337277],"category_scores_gemma":[0.0014933416,0.00022889991,0.0002553121,0.0007532128,0.00020972178,0.00119734,0.00028844844,0.00022777729,0.00032529642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004468863,0.00025218885,0.18345013,0.0024045708,0.00016563552,0.000021348922,0.0015916321,1.8826879e-7,0.00021581425,0.5287884,0.27092692,0.012138467],"study_design_scores_gemma":[0.00022126983,0.0000066376583,0.036948893,0.00042338687,0.00023767633,0.000007534581,0.00009695707,0.0004719633,0.0000193116,0.021282202,0.93991977,0.0003643778],"about_ca_topic_score_codex":0.0004182432,"about_ca_topic_score_gemma":0.00038342786,"teacher_disagreement_score":0.6689929,"about_ca_system_score_codex":0.000094021394,"about_ca_system_score_gemma":0.000030092908,"threshold_uncertainty_score":0.99857473},"labels":[],"label_agreement":null},{"id":"W2898316944","doi":"10.3138/utlj.2018-0036","title":"Group RESPs: The intersection of government support for education savings and securities regulation","year":2018,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Incentive; Government (linguistics); Business; Finance; Public economics; Economics; Market economy","score_opus":0.0060629477692027865,"score_gpt":0.19260096867776857,"score_spread":0.18653802090856578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898316944","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":[0.9759465,0.00010867293,0.0009111837,0.00016828299,0.00036690413,0.0001588036,0.0000044767007,0.0000074482546,0.022327762],"genre_scores_gemma":[0.9982464,0.00001889977,0.0006257451,0.00008993722,0.00043736896,1.2645532e-7,0.000006622034,0.000003833694,0.0005710778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995142,0.000009654238,0.00013489737,0.00007863504,0.00019322868,0.0000693614],"domain_scores_gemma":[0.9992765,0.000017081175,0.0003474199,0.00007664321,0.00027537346,0.0000069388016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031731377,0.000054559405,0.00009339791,0.000019688145,0.000367716,0.000042921707,0.0001024888,0.000026685038,0.00050228916],"category_scores_gemma":[0.000024682427,0.000049285787,0.00006693181,0.000033989065,0.00012494254,0.0011272171,0.00005683961,0.000030413163,0.0000012225651],"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":[0.0016802844,0.00030936612,0.110564634,0.00040285406,0.00012470274,0.0000012922097,0.0074462625,0.000006352954,0.0068210247,0.801371,0.041838802,0.029433444],"study_design_scores_gemma":[0.0011898259,0.0002822004,0.42382157,0.00034255726,0.000493565,0.000007997179,0.019156223,0.0020732568,0.0004005529,0.010673853,0.5413284,0.00023000217],"about_ca_topic_score_codex":0.013916262,"about_ca_topic_score_gemma":0.04519704,"teacher_disagreement_score":0.79069716,"about_ca_system_score_codex":0.00015771628,"about_ca_system_score_gemma":0.000012935017,"threshold_uncertainty_score":0.99265015},"labels":[],"label_agreement":null},{"id":"W2899864439","doi":"","title":"Les déterminants macroéconomiques de l'épargne québécoise et canadienne – une étude économétrique","year":2012,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cointegration; Economics; Econometrics; Unit root; Interest rate; Population; Shock (circulatory); Error correction model; Monetary economics","score_opus":0.03570496460435628,"score_gpt":0.3050171737467763,"score_spread":0.26931220914242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899864439","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":[0.9200326,0.0011220408,0.0000040038185,0.0024618625,0.0008906637,0.0012614588,0.00008776634,0.00009177823,0.07404781],"genre_scores_gemma":[0.9703933,0.01533358,0.0010767229,0.0010505741,0.0019432969,0.00041781235,0.0004012919,0.00025671636,0.009126686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919527,0.00047244446,0.0019864743,0.001917204,0.0002944239,0.0033767195],"domain_scores_gemma":[0.9954086,0.0007185295,0.001107736,0.0017981323,0.0006329938,0.00033399416],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007498077,0.001107431,0.0016932628,0.0018181761,0.00065179705,0.0010280984,0.001814679,0.0009639203,0.0015424693],"category_scores_gemma":[0.0012925906,0.0013261414,0.00064568815,0.00074053166,0.0007233846,0.0017170461,0.002553842,0.0026287583,0.00033964653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002807911,0.00052969594,0.8512361,0.0011144398,0.00017371256,0.00023477286,0.0010107697,0.0028784485,0.00019349245,0.038331065,0.0003565935,0.10366012],"study_design_scores_gemma":[0.0009657073,0.000045675646,0.5673127,0.0012200301,0.00016774201,0.000018649302,0.0005605614,0.015396297,0.00010162218,0.0037673183,0.40890276,0.0015409045],"about_ca_topic_score_codex":0.37396193,"about_ca_topic_score_gemma":0.69552743,"teacher_disagreement_score":0.40854615,"about_ca_system_score_codex":0.0045218244,"about_ca_system_score_gemma":0.0012524859,"threshold_uncertainty_score":0.99967223},"labels":[],"label_agreement":null},{"id":"W2900175526","doi":"10.1093/rfs/hhz046","title":"Bank-Branch Supply, Financial Inclusion, and Wealth Accumulation","year":2019,"lang":"en","type":"article","venue":"Review of Financial Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":275,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Financial inclusion; Unbanked; Debt; Bank account; Economics; Financial system; Inclusion (mineral); Balance sheet; Deregulation; Financial services; Business; Finance; Monetary economics; Macroeconomics","score_opus":0.025933453082428178,"score_gpt":0.3019065273615933,"score_spread":0.2759730742791651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900175526","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":[0.8167838,0.17913085,0.000011741196,0.0011436731,0.00057782163,0.0009919443,0.000009270234,0.000053701417,0.0012972147],"genre_scores_gemma":[0.89910644,0.09386402,0.0001734094,0.005564723,0.00094006414,0.000035726942,0.00005746797,0.000026346475,0.00023176947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780613,0.00003119422,0.00086387317,0.00044404282,0.00052253297,0.00033223524],"domain_scores_gemma":[0.99818164,0.00009144673,0.0006947181,0.00032902232,0.0006874903,0.000015706291],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001032338,0.00030841224,0.0010608766,0.00022631639,0.00046533972,0.000033869215,0.00024020775,0.00008663632,0.00027891135],"category_scores_gemma":[0.0017498265,0.00026212315,0.00021325775,0.0009999112,0.00010070316,0.00077120634,0.0011226267,0.00013851286,0.00019982917],"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":[0.00007918097,0.00012378048,0.8406773,0.03336124,0.000028689696,0.0000053991253,0.0002982668,0.00000624972,0.00021845786,0.03526263,0.032248393,0.05769036],"study_design_scores_gemma":[0.00059162243,0.000043906093,0.6832162,0.010113929,0.00026016386,8.821682e-7,0.000014058952,0.000081475715,0.000035527974,0.0060150772,0.29921207,0.00041505974],"about_ca_topic_score_codex":0.00029430943,"about_ca_topic_score_gemma":0.00020252114,"teacher_disagreement_score":0.26696366,"about_ca_system_score_codex":0.000054356522,"about_ca_system_score_gemma":0.000077511824,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W2900336894","doi":"10.5539/ijef.v10n12p1","title":"The Interaction Effect of Financial Innovation and the Transmission Channels on Money Demand in Uganda","year":2018,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Broad money; Economics; Diversification (marketing strategy); Monetary economics; Demand for money; Financial innovation; Monetary policy; Inflation (cosmology); Interest rate; Exchange rate; Finance; Business","score_opus":0.008419832028568665,"score_gpt":0.23252514135473132,"score_spread":0.22410530932616265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900336894","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":[0.99763405,0.00014458597,0.00004482035,0.0011532576,0.0006924482,0.000084537176,9.626565e-7,9.757414e-7,0.00024435797],"genre_scores_gemma":[0.9978036,0.0011179668,0.00002244665,0.00030327032,0.0007158111,0.0000023906703,0.0000019017531,0.0000048162296,0.000027760585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927056,0.000016086924,0.0004678559,0.00009202465,0.00008325889,0.00007019513],"domain_scores_gemma":[0.99889064,0.00015333637,0.00062621,0.000055830387,0.00027100975,0.0000029979235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010146943,0.00008204731,0.0001757758,0.00022706253,0.00009795632,0.00012720266,0.0001567213,0.000032593653,0.0000056967024],"category_scores_gemma":[0.00019383906,0.000048462887,0.00004870419,0.00013941481,0.00012216126,0.00046707757,0.000039208797,0.00010334377,0.0000019021383],"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":[0.01731223,0.00015450083,0.14118057,0.000070412185,0.00010831215,0.00001363783,0.0014221797,0.005641086,0.00041914088,0.5494364,0.0013150623,0.28292644],"study_design_scores_gemma":[0.016082242,0.0008068273,0.31188032,0.0013216126,0.00016195938,0.000045113055,0.00014643017,0.3720665,0.005482158,0.090522446,0.20094615,0.0005382535],"about_ca_topic_score_codex":0.000078426325,"about_ca_topic_score_gemma":0.000063933025,"teacher_disagreement_score":0.45891398,"about_ca_system_score_codex":0.000022336206,"about_ca_system_score_gemma":0.000014212745,"threshold_uncertainty_score":0.19762592},"labels":[],"label_agreement":null},{"id":"W2900629185","doi":"10.3138/cpp.2018-023","title":"A Canadian Parlor Room–Type Approach to the Long-Term-Care Insurance Puzzle","year":2019,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université de Montréal; HEC Montréal","funders":"","keywords":"Long-term care insurance; Pension; Long-term care; Bequest; Business; Pension plan; Government (linguistics); Actuarial science; Demographic economics; Economics; Finance; Medicine; Nursing","score_opus":0.014105682236639699,"score_gpt":0.22003092186920153,"score_spread":0.20592523963256185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900629185","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":[0.88119024,0.00026250962,0.0000035784656,0.0143452315,0.0006135291,0.00096128596,0.00008898603,0.00007853005,0.102456085],"genre_scores_gemma":[0.96794045,0.000005507295,0.000029607532,0.025781127,0.0020994598,0.00005936187,0.00044653853,0.000063449574,0.0035744964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731237,0.000026217831,0.00033189965,0.00058025337,0.00036680055,0.0013824328],"domain_scores_gemma":[0.99785507,0.000016345382,0.0001329587,0.0010033717,0.0005507058,0.0004415649],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003118439,0.00033417187,0.00032337857,0.002068051,0.0007211624,0.001171686,0.0011874137,0.00014733295,0.0007993245],"category_scores_gemma":[0.00041934213,0.0002885012,0.00014537486,0.0039149583,0.000040637387,0.0011395498,0.0001347777,0.00024029784,0.0049238666],"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":[0.0000049266387,0.000012269569,0.9348822,0.000078310484,0.000017818453,0.000011250391,0.00025868506,0.000032337517,0.000003766162,0.031756815,0.029252628,0.003688982],"study_design_scores_gemma":[0.00015222374,0.0000050063577,0.5413808,0.000020351828,0.000016814165,0.0000019372744,0.000089105524,0.00022872182,8.4240395e-7,0.00005680112,0.45776436,0.00028300905],"about_ca_topic_score_codex":0.96455663,"about_ca_topic_score_gemma":0.99336404,"teacher_disagreement_score":0.42851174,"about_ca_system_score_codex":0.0013378566,"about_ca_system_score_gemma":0.0028903591,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W2901320323","doi":"10.1111/1475-4932.12443","title":"Superannuation in Australia: A Survey of the Literature","year":2018,"lang":"en","type":"article","venue":"Economic Record","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Normative; Economics; Quarter (Canadian coin); Accounting; Finance; Actuarial science; Labour economics; Public economics; Political science; Law","score_opus":0.02759925228035739,"score_gpt":0.2518924929460115,"score_spread":0.22429324066565412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901320323","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":[0.99726695,0.000015344693,0.000001383229,0.00011216676,0.0007921399,0.0001448617,0.000008365999,0.000010210203,0.0016485521],"genre_scores_gemma":[0.9978495,0.000004115061,0.00003864643,0.00020908739,0.00061554566,0.0000052985993,0.00004748638,0.000010244902,0.0012200603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917835,0.000027214366,0.00037499281,0.00020721799,0.00006545119,0.00014676893],"domain_scores_gemma":[0.9993307,0.000030206156,0.00021823593,0.0002783903,0.00013813519,0.0000043367713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059041195,0.00010554143,0.00019083962,0.00018664425,0.000057270176,0.00010858211,0.00023996198,0.000062309504,0.0010785393],"category_scores_gemma":[0.00013145382,0.00008324466,0.00007639832,0.0004738615,0.000053931868,0.00068296614,0.00008412716,0.000082968574,0.0005395808],"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":[0.000029279128,0.000013787264,0.9936099,0.00001625507,0.0000035478795,3.1640357e-7,0.00007835929,0.000009691096,0.00005702616,0.00069195277,0.0048653716,0.00062449917],"study_design_scores_gemma":[0.00020792162,0.0000059471195,0.9889143,0.000063441265,0.000010830075,1.4890611e-7,0.000008335724,0.0014898458,0.00007618644,0.00084807526,0.008278975,0.00009599695],"about_ca_topic_score_codex":0.017630236,"about_ca_topic_score_gemma":0.04878355,"teacher_disagreement_score":0.031153312,"about_ca_system_score_codex":0.000050238326,"about_ca_system_score_gemma":0.000018893352,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W2901914930","doi":"10.17016/2380-7172.2275","title":"Money in the Bank? Assessing Families' Liquid Savings using the Survey of Consumer Finances","year":2018,"lang":"en","type":"article","venue":"FEDS Notes","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Actuarial science; Economics; Geography","score_opus":0.05482065203557725,"score_gpt":0.295438995981791,"score_spread":0.2406183439462138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901914930","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":[0.99801564,0.00037434814,0.00010913969,0.00019311508,0.00022171631,0.00017669222,0.0000041512126,0.000021873133,0.0008833314],"genre_scores_gemma":[0.9982636,0.00002423539,0.00024110821,0.0010050588,0.00039794992,0.0000056582644,0.00002389165,0.000018404806,0.000020102987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853086,0.00009959546,0.00044176984,0.0002565251,0.0003802554,0.00029100297],"domain_scores_gemma":[0.9982272,0.0005472685,0.00039538427,0.00039968363,0.00042570196,0.000004791091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854711,0.00018628372,0.00028537516,0.00021690108,0.00040418198,0.00033925893,0.00047796845,0.000064150525,0.00011156146],"category_scores_gemma":[0.0013770309,0.00011366514,0.00008609703,0.0015030368,0.00031303093,0.0008802971,0.00018022224,0.00013974601,0.000046381727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047796762,0.00004575253,0.9959561,0.000038868162,0.0000089650775,0.0000024765004,0.0004242354,0.000027910663,0.0014515909,0.00045934343,0.0005570475,0.0009798781],"study_design_scores_gemma":[0.00018664011,0.000016853006,0.9860582,0.00015284323,0.00007660605,6.122433e-7,0.00027512453,0.007275709,0.00061520276,0.00021995757,0.0049316036,0.00019066429],"about_ca_topic_score_codex":0.0318889,"about_ca_topic_score_gemma":0.0083883125,"teacher_disagreement_score":0.023500586,"about_ca_system_score_codex":0.000020928563,"about_ca_system_score_gemma":0.000043557513,"threshold_uncertainty_score":0.9745578},"labels":[],"label_agreement":null},{"id":"W2902353609","doi":"10.21098/bemp.v21i1.958","title":"DO BUSINESS CYCLE REGIMES MATTER IN FINANCIAL PORTFOLIO CHOICE?","year":2018,"lang":"en","type":"article","venue":"Bulletin of Monetary Economics and Banking","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business cycle; Recession; Portfolio; Boom; Context (archaeology); Asset (computer security); Economics; Empirical evidence; Finance; Business; Financial economics; Monetary economics; Macroeconomics","score_opus":0.007638769340686108,"score_gpt":0.18869302346485103,"score_spread":0.18105425412416493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902353609","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":[0.98500574,0.000278973,0.000004449688,0.0009003623,0.00023961673,0.00013419837,0.0000029275839,0.000016141756,0.013417565],"genre_scores_gemma":[0.99593425,0.00016310668,0.0003857113,0.0019020088,0.0012319754,0.0000057395564,0.000030933006,0.000025558275,0.00032072046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870634,0.000007800447,0.0005178606,0.00040641075,0.0000823318,0.00027925594],"domain_scores_gemma":[0.99922967,0.000033578846,0.00035282897,0.00025626575,0.00011636943,0.000011306642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003604624,0.00020115454,0.0003754905,0.00036007122,0.00012375752,0.00014509229,0.00019762496,0.00008745477,0.0031203695],"category_scores_gemma":[0.000058773603,0.0002111592,0.00007501288,0.00024843973,0.00011601263,0.00025724192,0.00021180834,0.00008505301,0.00029057337],"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":[0.00006202546,0.000052003586,0.9811882,0.00008348802,0.000009078362,0.000006521251,0.00003549094,0.00016289348,0.000025022066,0.0033430452,0.012497588,0.0025346668],"study_design_scores_gemma":[0.00042120687,0.000008053068,0.77385455,0.00009873967,0.000036176833,0.0000013529533,0.000011381301,0.0017004494,0.000017724233,0.00266743,0.22094813,0.00023481937],"about_ca_topic_score_codex":0.00420548,"about_ca_topic_score_gemma":0.00047688594,"teacher_disagreement_score":0.20845054,"about_ca_system_score_codex":0.000018705421,"about_ca_system_score_gemma":0.000016990776,"threshold_uncertainty_score":0.99779093},"labels":[],"label_agreement":null},{"id":"W2902503810","doi":"10.3386/w25318","title":"The Causal Link between Relative Age Effect and Entrepreneurship: Evidence from 17 Million Users across 49 Years on Taobao","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Entrepreneurship; Demography; Link (geometry); Psychology; Medicine; Business; Geography; Gerontology; Computer science; Sociology; Finance; Computer network","score_opus":0.2309989207248327,"score_gpt":0.46322576902522117,"score_spread":0.23222684830038848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902503810","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":[0.9714122,0.0015019543,6.2612867e-7,0.0008043812,0.00065956096,0.00092477375,0.00013103143,0.000030239189,0.024535246],"genre_scores_gemma":[0.98380977,0.0013701264,0.000023818926,0.00004199855,0.007864871,0.00006263622,0.0011525709,0.000060172017,0.005614055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554944,0.00020180382,0.0007952284,0.00088828965,0.0020406123,0.0005246281],"domain_scores_gemma":[0.9916985,0.0054216003,0.0007809471,0.0005363965,0.0015274567,0.000035107758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0084075155,0.0003305402,0.0006341211,0.00061808113,0.00055857113,0.000619001,0.00072057376,0.00039990913,0.00021550468],"category_scores_gemma":[0.006332577,0.00027266738,0.00024530754,0.00042662714,0.0006148684,0.0008343279,0.00062222907,0.00082152954,0.0006345964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005653546,0.0000342516,0.8771117,0.00028974266,0.0004947828,0.000040295068,0.0002326193,0.00009324578,0.00011260207,0.009037196,0.10461441,0.0073738196],"study_design_scores_gemma":[0.00085254957,0.00021249494,0.7884261,0.0018434991,0.0002756761,0.0000011895306,0.000040540122,0.0006001086,0.00019699521,0.08192951,0.12496346,0.0006578443],"about_ca_topic_score_codex":0.010901765,"about_ca_topic_score_gemma":0.0021731162,"teacher_disagreement_score":0.08868556,"about_ca_system_score_codex":0.0007829276,"about_ca_system_score_gemma":0.0004450561,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W2902993516","doi":"","title":"Online Financial Literacy Education Resources for Teachers: A Review of the Canadian Financial Literacy Database","year":2018,"lang":"en","type":"review","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Agency (philosophy); Curriculum; Variety (cybernetics); Business; Literacy; Finance; Consumer education; Economics; Marketing; Economic growth; Sociology; Computer science","score_opus":0.05599832627930257,"score_gpt":0.3333911858308378,"score_spread":0.27739285955153525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902993516","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010887927,0.96610385,0.000008191677,0.0027161017,0.0044927034,0.013336015,0.0019505895,0.000013803844,0.0004908364],"genre_scores_gemma":[0.051914636,0.8975088,0.002208196,0.013230388,0.014544444,0.004200478,0.0057971766,0.0003347459,0.010261125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970353,0.00010749573,0.0013457548,0.0005380565,0.0005044865,0.00046885395],"domain_scores_gemma":[0.9923331,0.00022787153,0.0027450984,0.001574495,0.003045246,0.00007415561],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015804783,0.00048679215,0.0011762091,0.00030318723,0.0013210261,0.00023032348,0.0021906907,0.0002487057,0.00011801934],"category_scores_gemma":[0.0029992685,0.00030504927,0.0015781284,0.0014955526,0.00036408592,0.0005568151,0.0002032244,0.0003488289,0.0000055639052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018791025,0.0010263282,0.0021262378,0.05879259,0.00027222795,5.715643e-8,0.006665927,5.411948e-7,8.44401e-7,0.0037601227,0.43798572,0.48935062],"study_design_scores_gemma":[0.00018352698,0.000040842035,0.0033398902,0.035225328,0.0031419243,4.9047225e-7,0.000576936,0.00004131486,5.0005974e-7,0.00041038718,0.9567383,0.0003005579],"about_ca_topic_score_codex":0.6292407,"about_ca_topic_score_gemma":0.88001114,"teacher_disagreement_score":0.5187526,"about_ca_system_score_codex":0.0006510551,"about_ca_system_score_gemma":0.018408408,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null},{"id":"W2903055042","doi":"10.1111/jori.12425","title":"Lapses in long‐term care insurance","year":2023,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Quarter (Canadian coin); Actuarial science; Welfare; Asset (computer security); Drawdown (hydrology); Economics; Term (time); Long-term care; Monetary economics; Business; Medicine; Market economy","score_opus":0.010085156810184643,"score_gpt":0.24286024831183564,"score_spread":0.232775091501651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903055042","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":[0.99643815,0.0021021992,0.0000110130195,0.00012240317,0.0007015103,0.00011208309,0.000013643956,0.00005242134,0.00044657348],"genre_scores_gemma":[0.9970324,0.0013104943,0.00008244726,0.00029953575,0.0011509856,0.000003954798,0.000017187485,0.000031414387,0.00007159513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997977,0.000034052835,0.00080625835,0.00022936144,0.0005964082,0.00035687792],"domain_scores_gemma":[0.9979644,0.00009071611,0.0010442049,0.00026103668,0.00061864377,0.00002099097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064168766,0.00022006244,0.00048417217,0.00089460984,0.00015657498,0.00018406931,0.00045648892,0.000080129386,0.00008723826],"category_scores_gemma":[0.0004846595,0.00019217558,0.00025923603,0.0022873138,0.000055818313,0.001617278,0.00009941976,0.00038235902,0.00032374234],"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":[0.000109340246,0.000046023248,0.98915905,0.00015848476,0.000011820841,0.00022546794,0.0003000758,0.00063109427,0.00013807541,0.00014770753,0.0012329583,0.00783988],"study_design_scores_gemma":[0.0009098389,0.000015260171,0.99021715,0.00045574285,0.000037924012,0.0000048774777,0.00013607669,0.00012073604,0.000056444766,0.0003700405,0.0074605867,0.00021533939],"about_ca_topic_score_codex":0.00042157338,"about_ca_topic_score_gemma":0.0009526757,"teacher_disagreement_score":0.0076245405,"about_ca_system_score_codex":0.00008852237,"about_ca_system_score_gemma":0.000039715123,"threshold_uncertainty_score":0.78366923},"labels":[],"label_agreement":null},{"id":"W2904152382","doi":"","title":"Assessing Families' Liquid Savings using the Survey of Consumer Finances","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Survey data collection; Agricultural economics; Business; Economics; Actuarial science; Geography; Statistics; Mathematics","score_opus":0.0814285589281791,"score_gpt":0.3452177499567472,"score_spread":0.2637891910285681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904152382","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":[0.985955,0.00028060243,0.000004931437,0.000055138797,0.00060853065,0.0005474645,0.000023457622,0.000029166526,0.012495712],"genre_scores_gemma":[0.9965197,0.0018319542,0.00039371365,0.0001689229,0.0006506278,0.00003753604,0.00013992832,0.00007434883,0.0001832777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99633133,0.00025660297,0.0011584302,0.0009482881,0.0005304029,0.00077497057],"domain_scores_gemma":[0.9959117,0.0007466457,0.0010106987,0.0012436666,0.0010641392,0.000023116476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067294333,0.00041021762,0.00085404806,0.0009651487,0.0004566043,0.0008132881,0.0012341468,0.00035298217,0.00019986923],"category_scores_gemma":[0.002436735,0.00035811146,0.00025148556,0.0007719575,0.0009525019,0.00086276105,0.0026271502,0.001045342,0.000024926545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002331279,0.00013991672,0.9792152,0.000600471,0.00008491691,0.000012478246,0.00017755316,0.002683054,0.0003298985,0.0002802721,0.00030416192,0.015938945],"study_design_scores_gemma":[0.00069125183,0.000046995407,0.86402977,0.0017923877,0.00014522481,0.0000022039694,0.00094306166,0.10044578,0.0002827195,0.0010816173,0.029364401,0.001174581],"about_ca_topic_score_codex":0.01359468,"about_ca_topic_score_gemma":0.0053683086,"teacher_disagreement_score":0.11518543,"about_ca_system_score_codex":0.00034329452,"about_ca_system_score_gemma":0.0005322454,"threshold_uncertainty_score":0.9998871},"labels":[],"label_agreement":null},{"id":"W2904257202","doi":"10.1017/s147474721800029x","title":"The long-term effects of employer-sponsored pension plans on non-workplace returns on investments","year":2018,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Memorial University of Newfoundland","funders":"","keywords":"Pension; Asset allocation; Investment (military); Economics; Asset (computer security); Term (time); Business; Actuarial science; Labour economics; Finance; Portfolio","score_opus":0.00980469871581761,"score_gpt":0.22225764866315148,"score_spread":0.21245294994733388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904257202","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":[0.99781054,0.00014721625,0.0000079136535,0.00046812117,0.0008712742,0.00020153233,0.0000036369017,0.000005357656,0.00048438905],"genre_scores_gemma":[0.9958906,0.0019358982,0.00013916752,0.00096472655,0.00069695234,0.00000265168,0.000005022156,0.000024263276,0.00034067562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986464,0.000023113456,0.0006680025,0.00024450652,0.00016760871,0.00025039926],"domain_scores_gemma":[0.99782085,0.0002924702,0.0012020052,0.00036626676,0.0002951207,0.000023276278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005583807,0.0002206818,0.00043832258,0.00028720268,0.00044913523,0.0001403886,0.00029585353,0.000088580724,0.000012995924],"category_scores_gemma":[0.00028336645,0.00015692532,0.00017085981,0.00021496526,0.00018523475,0.00043053375,0.00013006221,0.00021696783,0.000055521316],"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":[0.0049737147,0.0009781654,0.8637344,0.00030940058,0.00023045046,0.00024082708,0.00052489806,0.00084732904,0.0031933857,0.08266878,0.028986355,0.013312253],"study_design_scores_gemma":[0.0013648601,0.0004636292,0.9770609,0.000785765,0.00014370115,0.000013274798,0.000021333759,0.0026321395,0.0013447423,0.0018695839,0.014038217,0.00026185252],"about_ca_topic_score_codex":0.000029424202,"about_ca_topic_score_gemma":0.00019246197,"teacher_disagreement_score":0.11332646,"about_ca_system_score_codex":0.00004624347,"about_ca_system_score_gemma":0.00004449496,"threshold_uncertainty_score":0.6399229},"labels":[],"label_agreement":null},{"id":"W2904488242","doi":"10.1080/07350015.2018.1549560","title":"Heterogeneity in Expectations, Risk Tolerance, and Household Stock Shares: The Attenuation Puzzle","year":2019,"lang":"en","type":"article","venue":"Journal of Business and Economic Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":89,"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":"National Institute on Aging; Economic and Social Research Council","keywords":"Econometrics; Stock (firearms); Economics; Statistics; Observational error; Variance (accounting); Estimation; Actuarial science; Mathematics; Geography","score_opus":0.0164953455508535,"score_gpt":0.21948974446143574,"score_spread":0.20299439891058224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904488242","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":[0.9982967,0.0003999754,0.00065177697,0.00011672096,0.00030076772,0.00012135451,0.000040738407,0.0000040484606,0.00006791289],"genre_scores_gemma":[0.9985267,0.00032807863,0.0005877241,0.00015729152,0.00034226492,0.0000026504351,0.000015846954,0.000012574726,0.00002687643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991625,0.000013831134,0.00047160007,0.00013403292,0.00009879006,0.000119272925],"domain_scores_gemma":[0.9989566,0.0001012006,0.00067242765,0.00011253625,0.00014690807,0.000010290182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342763,0.00011025734,0.0002535024,0.00020306309,0.00012223747,0.00024213894,0.00009854836,0.00003241217,0.00007827052],"category_scores_gemma":[0.00010514173,0.00008485328,0.000029667479,0.0001497073,0.000034925513,0.0007488937,0.00005344146,0.0001010914,0.000020992871],"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":[0.00004339022,0.00001812685,0.9930163,0.000051357136,0.000009280736,0.0000033621711,0.0000696206,0.0026840905,0.000012434636,0.0010670456,0.0009666178,0.0020583833],"study_design_scores_gemma":[0.0006045903,0.000008551963,0.95967215,0.000050082668,0.00006307899,0.000004496512,0.0001392007,0.03576203,0.0000022552094,0.00093104027,0.002655511,0.00010701195],"about_ca_topic_score_codex":0.00055512623,"about_ca_topic_score_gemma":0.0010381482,"teacher_disagreement_score":0.03334414,"about_ca_system_score_codex":0.000035757323,"about_ca_system_score_gemma":0.000020647243,"threshold_uncertainty_score":0.34602162},"labels":[],"label_agreement":null},{"id":"W2904980609","doi":"10.5430/afr.v8n1p30","title":"Financial Literacy and Behavioral Biases among Traditional Age College Students","year":2018,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Distrust; Retirement planning; Financial plan; Finance; Literacy; Perception; Psychology; Business; Actuarial science; Pedagogy","score_opus":0.0927007394777715,"score_gpt":0.36786151878343293,"score_spread":0.2751607793056614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904980609","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":[0.99792665,0.00025780965,0.000003146356,0.00014071363,0.0002152134,0.00032610146,0.000025581787,0.000059535098,0.0010452457],"genre_scores_gemma":[0.995864,0.00013032512,0.0002246371,0.00029294475,0.0023909332,0.00005356256,0.000071279515,0.00003394489,0.0009383883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705136,0.00004031074,0.00042437256,0.00068215776,0.0010703448,0.0007314684],"domain_scores_gemma":[0.9986355,0.00019066995,0.00017691484,0.0002971543,0.0006795853,0.000020214202],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017397323,0.00025830226,0.00034189614,0.0006971051,0.0013929398,0.0011398906,0.00040226252,0.00014053383,0.00013433778],"category_scores_gemma":[0.0006234054,0.00025330036,0.000075019794,0.0014278382,0.00082592707,0.0022726709,0.00056748034,0.00040392403,0.0001348505],"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":[0.00007960873,0.00022022097,0.97344047,0.000069209505,0.0000058757955,0.000101984195,0.00020935369,6.717297e-7,0.00013692709,0.015436459,0.006058277,0.004240964],"study_design_scores_gemma":[0.0006574964,0.00007677315,0.96750045,0.0003148553,0.000038505823,0.000004340864,0.00008291912,0.001433532,0.000045520384,0.005982455,0.023534684,0.00032846504],"about_ca_topic_score_codex":0.0017576844,"about_ca_topic_score_gemma":0.0005575108,"teacher_disagreement_score":0.017476406,"about_ca_system_score_codex":0.000043358563,"about_ca_system_score_gemma":0.000053022988,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W2905252925","doi":"","title":"Sizing Up Worker Center Income (2008-2014): A Study of Revenue Size, Stability, and Streams","year":2018,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"STREAMS; Revenue; Economics; Center (category theory); Sizing; Business; Stability (learning theory); Computer science; Finance","score_opus":0.02359687841520466,"score_gpt":0.1996637842804545,"score_spread":0.17606690586524984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905252925","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":[0.9946527,0.000022931748,0.0000158573,0.000025930374,0.00023090199,0.00029737633,0.000013129533,0.000049767663,0.0046914015],"genre_scores_gemma":[0.99857986,0.000009427344,0.00005040773,0.000067291716,0.00023978575,6.413896e-7,0.00001090218,0.000020762001,0.001020893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987489,0.000053041043,0.00029011042,0.0004599029,0.00016021957,0.0002878173],"domain_scores_gemma":[0.9987839,0.00009324105,0.0002966286,0.0005209671,0.00027649707,0.0000287633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031964015,0.00021231707,0.0003525314,0.00039167693,0.00027292405,0.00008817846,0.0003463847,0.000069348804,0.00079103844],"category_scores_gemma":[0.00010425079,0.0002266857,0.00009645209,0.0010973834,0.00016418876,0.0008327159,0.0006729037,0.00013749073,0.00012431238],"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":[0.00012178907,0.00036683417,0.99735767,0.000041485036,0.000032409724,0.000021615508,0.0002781372,0.000008089947,0.000046292895,0.0005203319,0.00092031754,0.00028500843],"study_design_scores_gemma":[0.0021328072,0.00012948124,0.97989666,0.000116238094,0.00029760503,9.002491e-7,0.0018485816,0.001473166,0.00004533332,0.0008180933,0.012842777,0.0003983618],"about_ca_topic_score_codex":0.0020689594,"about_ca_topic_score_gemma":0.010402025,"teacher_disagreement_score":0.017461034,"about_ca_system_score_codex":0.000057243135,"about_ca_system_score_gemma":0.000016792275,"threshold_uncertainty_score":0.92439747},"labels":[],"label_agreement":null},{"id":"W2905611869","doi":"10.3386/w25395","title":"Inequality and Market Concentration, When Shareholding is More Skewed than Consumption","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Consumption (sociology); Inequality; Econometrics; Mathematics; Mathematical analysis","score_opus":0.3341184855332826,"score_gpt":0.4715925010196659,"score_spread":0.13747401548638327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905611869","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":[0.617925,0.0012180192,0.000006988338,0.0020171842,0.0010965734,0.0016829867,0.00034721766,0.000084409075,0.37562162],"genre_scores_gemma":[0.9843082,0.0007199969,0.00015809103,0.0002346173,0.003882096,0.00006789812,0.0024338616,0.000057390745,0.008137841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995734,0.00008285439,0.0010550593,0.00078030024,0.0019263986,0.0004214238],"domain_scores_gemma":[0.9936706,0.00040047528,0.0009047296,0.0003761768,0.0046154247,0.000032639415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062465747,0.00030345013,0.00060503377,0.0009382811,0.00033866466,0.00045443643,0.00043257445,0.00035314733,0.0074699568],"category_scores_gemma":[0.0020402365,0.000317245,0.00018093496,0.00027789883,0.00042840515,0.0010968939,0.00042546663,0.0004119835,0.00028748903],"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":[0.00010493442,0.00005677752,0.53667885,0.0009330351,0.000106765925,0.0000033728006,0.000096809694,0.000003966312,0.00007483849,0.032799706,0.42879483,0.00034611937],"study_design_scores_gemma":[0.0018483232,0.00006140063,0.45288435,0.0013970524,0.00029558406,0.00001232669,0.00013540829,0.015931567,0.00024572382,0.23786971,0.28799587,0.0013226566],"about_ca_topic_score_codex":0.0041148267,"about_ca_topic_score_gemma":0.0005161311,"teacher_disagreement_score":0.36748376,"about_ca_system_score_codex":0.00084506907,"about_ca_system_score_gemma":0.0008379565,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W2906934853","doi":"10.1109/ieis.2018.8598109","title":"Human Capital and Economic Growth: Evidence from Macau Gaming Industry","year":2018,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human capital; Quarter (Canadian coin); Investment (military); Gini coefficient; Educational attainment; Government (linguistics); Economics; Labour economics; Business; Economic growth; Inequality; Economic inequality; Political science; Geography","score_opus":0.02476303569929465,"score_gpt":0.2504076539193216,"score_spread":0.225644618220027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906934853","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":[0.9930414,0.00007860058,0.0000117571235,0.00023333449,0.00022264231,0.00009402432,0.0000019913014,0.00008756536,0.0062286938],"genre_scores_gemma":[0.99500877,0.0000055927635,0.00019182177,0.0009054811,0.002780923,0.0000045770225,0.00001877524,0.000020365997,0.0010636848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891245,0.0000074276886,0.00028632427,0.00040819997,0.0001434424,0.00024213304],"domain_scores_gemma":[0.99944365,0.000035198067,0.00016327991,0.00023030542,0.000110200395,0.000017353977],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020789937,0.00017798762,0.00020380892,0.00019613032,0.0002921231,0.00039779264,0.00021256405,0.00013436675,0.0049364655],"category_scores_gemma":[0.000088485875,0.0001688473,0.00005663282,0.00016439855,0.00012331254,0.0018984558,0.000296307,0.00015533819,0.0011862237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071659747,0.000010239181,0.9872587,0.000017037633,0.00000987349,0.0000044043995,0.000074501964,5.866036e-7,0.0010174899,0.007547511,0.0038257444,0.0002267907],"study_design_scores_gemma":[0.00034684024,0.000014807692,0.9883367,0.00014474582,0.00011925428,5.882561e-7,0.00016966922,0.0019349954,0.0006661227,0.0055853617,0.0023106795,0.00037025157],"about_ca_topic_score_codex":0.019542031,"about_ca_topic_score_gemma":0.0033417535,"teacher_disagreement_score":0.016200278,"about_ca_system_score_codex":0.000040631123,"about_ca_system_score_gemma":0.000012702766,"threshold_uncertainty_score":0.99959147},"labels":[],"label_agreement":null},{"id":"W2907054267","doi":"10.1007/s00148-018-0726-8","title":"Government Transfers, Work, and Wellbeing: Evidence from the Russian Old-Age Pension","year":2019,"lang":"en","type":"article","venue":"Journal of Population Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"St. Francis Xavier University; Blackberry (Canada); University of Guelph","funders":"Universität Mannheim; Acadia University","keywords":"Receipt; Pension; Labour economics; Economics; Government (linguistics); Social policy; Work (physics); Demographic economics; Production (economics); Business; Market economy; Macroeconomics; Finance","score_opus":0.01714087263421391,"score_gpt":0.2072230379257926,"score_spread":0.1900821652915787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907054267","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":[0.996792,0.00012635125,0.000037944603,0.0022450278,0.0004886822,0.00013428295,0.0000017929442,0.0000061501223,0.00016777484],"genre_scores_gemma":[0.9978719,0.00012552399,0.0002735766,0.0008438584,0.0006952884,5.320433e-7,0.00001151544,0.000014515244,0.0001633026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989606,0.000016380114,0.0005514494,0.00015481668,0.00019773237,0.00011903346],"domain_scores_gemma":[0.99904567,0.000102818005,0.000617832,0.00018137974,0.0000372912,0.000014991023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005320858,0.00012318467,0.00024750523,0.00006639811,0.00009914695,0.0002729807,0.00017812476,0.0000497696,0.0002426596],"category_scores_gemma":[0.000070501184,0.00009164672,0.00012641473,0.00011952198,0.000016854765,0.0015439384,0.000054917848,0.00012985886,0.00004418439],"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":[0.000091191076,0.000012818807,0.9929035,0.000010868365,0.0000139491685,0.000002604436,0.00007783551,0.0010407714,0.00008321914,0.0044075614,0.00024921933,0.0011064967],"study_design_scores_gemma":[0.00034123173,0.00001421547,0.9874636,0.00015807501,0.00011399545,0.0000010030493,0.00006107512,0.004043302,0.000011136157,0.0017197459,0.005955181,0.0001174644],"about_ca_topic_score_codex":0.00044556495,"about_ca_topic_score_gemma":0.00025849682,"teacher_disagreement_score":0.0057059615,"about_ca_system_score_codex":0.000097955686,"about_ca_system_score_gemma":0.000007974379,"threshold_uncertainty_score":0.37372446},"labels":[],"label_agreement":null},{"id":"W2907864843","doi":"10.1561/105.00000088","title":"Choice Architecture in Consumer Financial Decisions","year":2018,"lang":"en","type":"article","venue":"Review of Behavioral Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Architecture; Business; Choice architecture; Finance; Economics; Microeconomics; History","score_opus":0.03239267217316986,"score_gpt":0.2931849350953467,"score_spread":0.26079226292217683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907864843","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":[0.9940536,0.004025473,0.000011743769,0.00017530724,0.0002848336,0.00036109,0.000014419381,0.00002002668,0.0010534924],"genre_scores_gemma":[0.9787687,0.011040911,0.0017160698,0.006763059,0.0012881522,0.00004428009,0.00018130169,0.000053351865,0.0001441383],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985401,0.000013273719,0.0007770404,0.00031592732,0.000103849714,0.00024982146],"domain_scores_gemma":[0.998897,0.000045641886,0.00044118933,0.00040167524,0.00019833446,0.000016114785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040700694,0.00019636203,0.00057826494,0.0002889071,0.00007525788,0.000044788845,0.00032264838,0.0000774008,0.001134777],"category_scores_gemma":[0.00027474808,0.00018783838,0.0002200487,0.0005174113,0.00011887661,0.0004513123,0.00017293444,0.0001371271,0.00042019394],"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":[0.000034008983,0.0002739869,0.8513813,0.0011330817,0.0000054188586,0.000005938958,0.000032287553,0.000009822216,0.00006154315,0.005234721,0.00819656,0.13363133],"study_design_scores_gemma":[0.00053667143,0.00003017509,0.28071353,0.0041467035,0.00027126307,0.0000017300674,0.0000072587727,0.00021339631,0.000041384115,0.0011421184,0.712465,0.0004307718],"about_ca_topic_score_codex":0.0010337575,"about_ca_topic_score_gemma":0.0036391097,"teacher_disagreement_score":0.70426846,"about_ca_system_score_codex":0.000049403778,"about_ca_system_score_gemma":0.00006198591,"threshold_uncertainty_score":0.99977833},"labels":[],"label_agreement":null},{"id":"W2907987048","doi":"10.1016/j.mathsocsci.2019.06.003","title":"Optimal sharing rule for a household with a portfolio management problem","year":2019,"lang":"en","type":"article","venue":"Mathematical Social Sciences","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":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Portfolio; Economics; Consumption (sociology); Expected utility hypothesis; Microeconomics; Investment (military); Risk aversion (psychology); Function (biology); Merton's portfolio problem; Investment strategy; Portfolio optimization; Complete market; Project portfolio management; Econometrics; Mathematical economics; Replicating portfolio; Financial economics","score_opus":0.02951246298213482,"score_gpt":0.25426801287440304,"score_spread":0.2247555498922682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907987048","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":[0.90507317,0.000008767289,0.0008816342,0.00035573757,0.000057890033,0.0008891257,0.0000019996244,0.00013400565,0.09259769],"genre_scores_gemma":[0.975039,9.154734e-7,0.02111697,0.0006281531,0.0004044185,0.00012928068,0.000009091976,0.000026714642,0.0026454306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99815416,0.0000038710396,0.0003046093,0.00045574695,0.0006173356,0.0004642652],"domain_scores_gemma":[0.999532,0.000033861434,0.00020310283,0.00014035261,0.00007665141,0.00001402877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007690965,0.00018118025,0.00029701716,0.00017516149,0.0005309044,0.000581274,0.0004629447,0.00004771104,0.0005828755],"category_scores_gemma":[0.000023169148,0.00013024868,0.00012948086,0.00090223766,0.00015996033,0.0007887582,0.00024274924,0.000060836042,0.00027480783],"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":[0.000050200015,0.00021472854,0.0835747,0.0007752366,0.000030580937,0.000006491396,0.00020699223,0.00025489,0.00005817208,0.91194266,0.0021631478,0.0007221944],"study_design_scores_gemma":[0.004703665,0.00036164036,0.09418506,0.0012559814,0.0012730815,0.0000072471357,0.004482128,0.11785627,0.00014278984,0.7048215,0.06780112,0.0031094723],"about_ca_topic_score_codex":0.00005462601,"about_ca_topic_score_gemma":0.000013648581,"teacher_disagreement_score":0.20712112,"about_ca_system_score_codex":0.00003286216,"about_ca_system_score_gemma":0.0000146852335,"threshold_uncertainty_score":0.6382078},"labels":[],"label_agreement":null},{"id":"W2911426196","doi":"10.34989/sdp-2018-17","title":"2017 Methods-of-Payment Survey Report","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":32,"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":"Payment; Cash; Business; Mobile payment; Actuarial science; Value (mathematics); Finance; Statistics; Mathematics","score_opus":0.04616250542676692,"score_gpt":0.3083126230610278,"score_spread":0.2621501176342609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911426196","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":[0.96297836,0.0023586706,0.00069152494,0.00014224279,0.008673425,0.0008042574,0.00009016482,0.00021773357,0.024043594],"genre_scores_gemma":[0.960504,0.0002919501,0.02327749,0.0010645675,0.003530946,0.00019887346,0.0043774317,0.00025141737,0.00650333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935623,0.0003246566,0.0025751581,0.0019274262,0.00081782276,0.00079264987],"domain_scores_gemma":[0.99152017,0.0004506585,0.003763686,0.0026252305,0.0015631405,0.00007711935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058687027,0.0009983436,0.0022293257,0.0011365486,0.0003377742,0.00068480906,0.0011727251,0.0006833797,0.0058005922],"category_scores_gemma":[0.0025739418,0.001082923,0.0011782057,0.00082028616,0.00040442037,0.0009768648,0.0026221252,0.0009870667,0.00046593728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037594964,0.00022020818,0.975178,0.0005778746,0.00025289142,0.00035933912,0.0000667357,0.00007754382,0.00020294591,0.0006373673,0.021776067,0.0006134038],"study_design_scores_gemma":[0.00052136707,0.0000118350745,0.946908,0.00064276013,0.0007660603,0.00004836806,0.00009895286,0.0010530496,0.00034369717,0.0005257714,0.04770475,0.0013754136],"about_ca_topic_score_codex":0.007784543,"about_ca_topic_score_gemma":0.0033216681,"teacher_disagreement_score":0.02827005,"about_ca_system_score_codex":0.0003420766,"about_ca_system_score_gemma":0.0008215326,"threshold_uncertainty_score":0.9991621},"labels":[],"label_agreement":null},{"id":"W2911685730","doi":"10.1016/j.jebo.2019.01.009","title":"Social interactions in asset allocation decisions: Evidence from 401(k) pension plan investors","year":2019,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"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":"Asset allocation; Equity (law); Causality (physics); Portfolio allocation; Pension; Asset (computer security); Actuarial science; Quarter (Canadian coin); Investment decisions; Economics; Business; Financial economics; Finance; Portfolio; Behavioral economics; Political science; Geography; Computer science","score_opus":0.055516378681055994,"score_gpt":0.28874857412091975,"score_spread":0.23323219543986376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911685730","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":[0.99822277,0.000024027006,0.00007187417,0.00040306596,0.001016153,0.00019193217,0.0000021839642,0.000017433353,0.000050572406],"genre_scores_gemma":[0.9983966,0.000030233405,0.000206894,0.0002233793,0.0008700588,0.0000024881563,0.00016645994,0.000031631836,0.000072271774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851716,0.000030008532,0.00086769566,0.00022377912,0.00020849255,0.00015288962],"domain_scores_gemma":[0.99841285,0.0000980195,0.00087996357,0.00016879899,0.00042335468,0.000017022705],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047711,0.00015333938,0.00031448985,0.00066323526,0.00012663558,0.00024619667,0.00025674052,0.00007773799,0.002065565],"category_scores_gemma":[0.00036354293,0.0001429593,0.00009143931,0.00042004025,0.000018266963,0.0036422084,0.00010034099,0.00020786904,0.00092501746],"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":[0.00003254589,0.000077937555,0.9806215,0.0000052813334,0.00000631758,0.00000494202,0.00023171656,0.0003557221,0.016525628,0.00032815695,0.0014368503,0.00037337255],"study_design_scores_gemma":[0.00048032022,0.000013748546,0.9946618,0.00019431801,0.00018436648,0.0000046822943,0.00021818039,0.0014066253,0.0009366273,0.00037538318,0.0013351358,0.00018878473],"about_ca_topic_score_codex":0.0008191198,"about_ca_topic_score_gemma":0.0008337426,"teacher_disagreement_score":0.015589001,"about_ca_system_score_codex":0.00044011924,"about_ca_system_score_gemma":0.000077446406,"threshold_uncertainty_score":0.9998529},"labels":[],"label_agreement":null},{"id":"W2912176275","doi":"10.1016/j.insmatheco.2019.01.012","title":"Valuation of risk-based premium of DB pension plan with terminations","year":2019,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"Natural Science Foundation of Zhejiang Province; Shanghai Education Development Foundation; Ministry of Education of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Pension; Pension fund; Actuarial science; Surety; Pension plan; Payment; Valuation (finance); Business; Pension insurance; Finance; Put option; Economics","score_opus":0.015527161859826964,"score_gpt":0.19599348960839233,"score_spread":0.18046632774856536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912176275","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":[0.99835914,0.000014818078,0.00019814841,0.000020447531,0.00005136641,0.00020793505,0.000017285282,0.000010171297,0.0011206755],"genre_scores_gemma":[0.99670917,0.000017301467,0.0031337347,0.0000332915,0.00003674208,0.0000044164503,0.000031421212,0.000013182617,0.000020757376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993251,0.0000035946987,0.00035902185,0.00013861703,0.00008829107,0.00008536201],"domain_scores_gemma":[0.9988318,0.000080834834,0.0007044377,0.00021374792,0.0001635433,0.000005633861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922091,0.000100598256,0.00027534997,0.00015464854,0.000045618264,0.00003672324,0.000084196516,0.00003681142,0.000049026425],"category_scores_gemma":[0.00006051115,0.000086583554,0.000045411827,0.00012579779,0.000038060698,0.0003185241,0.000030828218,0.00003987476,0.000019334017],"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":[0.000023778624,0.00009191805,0.98287004,0.00048043605,0.000010160962,1.5386618e-7,0.00015870285,0.0040098163,0.00031858278,0.011503966,0.00001410045,0.00051833515],"study_design_scores_gemma":[0.000825086,0.000027736092,0.6806508,0.00026681522,0.00011205249,5.356168e-7,0.0001351386,0.3089459,0.00078592816,0.007859793,0.0001970029,0.00019326025],"about_ca_topic_score_codex":0.000098130804,"about_ca_topic_score_gemma":0.000082017505,"teacher_disagreement_score":0.30493605,"about_ca_system_score_codex":0.000010793952,"about_ca_system_score_gemma":0.000016702003,"threshold_uncertainty_score":0.3530775},"labels":[],"label_agreement":null},{"id":"W2912477509","doi":"","title":"Cash on Hand Is Critical for Avoiding Hardship","year":2017,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cash; Business; Finance","score_opus":0.046086481123593516,"score_gpt":0.3261304091830543,"score_spread":0.28004392805946077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912477509","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":[0.92851675,0.000056756828,0.00024082043,0.041848466,0.00040567244,0.0003533593,0.00033611164,0.00005155604,0.028190533],"genre_scores_gemma":[0.98995537,0.0000150568585,0.00010052214,0.008054881,0.0014830391,0.000023409122,0.00005969579,0.000014931588,0.00029309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985232,0.000015283458,0.00030250513,0.00034479986,0.0002301338,0.0005840976],"domain_scores_gemma":[0.9988828,0.00014039458,0.00016276924,0.00043154848,0.00032334865,0.00005914305],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00036480458,0.00019408294,0.00023932154,0.0003624969,0.0014492426,0.0021629718,0.00032650452,0.00009939788,0.000056139987],"category_scores_gemma":[0.005194132,0.00020545404,0.000106132,0.00023251525,0.00034699382,0.0010969199,0.00020563179,0.00010887768,0.00005841915],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062186637,0.00003771817,0.2779089,0.000051562707,0.000006309345,0.0000021432033,0.000030514722,0.000001031752,0.0000022995598,0.71621245,0.0052041076,0.00053675176],"study_design_scores_gemma":[0.0011485835,0.000022637683,0.7347626,0.00008792788,0.00007999157,0.0000031575253,0.00023878615,0.011123282,0.000023564557,0.10097932,0.15113077,0.00039938296],"about_ca_topic_score_codex":0.018049642,"about_ca_topic_score_gemma":0.00077144924,"teacher_disagreement_score":0.6152331,"about_ca_system_score_codex":0.00017901788,"about_ca_system_score_gemma":0.00015201066,"threshold_uncertainty_score":0.99985075},"labels":[],"label_agreement":null},{"id":"W2912569281","doi":"10.3982/qe1760","title":"Consumption peer effects and utility needs in India","year":2022,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"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; University of British Columbia","funders":"","keywords":"Consumption (sociology); Microdata (statistics); Rupee; Economics; Welfare; Public economics; Peer group; Affect (linguistics); Externality; Social Welfare; Survey data collection; Public good; Business; Microeconomics; Psychology; Environmental health; Monetary economics; Social psychology; Medicine","score_opus":0.024849857556202882,"score_gpt":0.24785364470215573,"score_spread":0.22300378714595284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912569281","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":[0.99644774,0.00013011711,0.000016379334,0.00012929685,0.00027196374,0.00023503389,0.000009763565,0.000026552103,0.0027331521],"genre_scores_gemma":[0.9986295,0.000019286554,0.00020252315,0.00074671133,0.000066303364,0.000037851638,0.00009337832,0.000014884154,0.0001895585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916947,0.00003506768,0.00026972377,0.00024880643,0.000096079326,0.00018084714],"domain_scores_gemma":[0.99946284,0.00013793657,0.00019620488,0.00013416026,0.000060094608,0.000008789414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007237487,0.0001297098,0.00023221936,0.0005160435,0.00020710434,0.0001107405,0.000113765476,0.0000290095,0.00050548045],"category_scores_gemma":[0.00017126345,0.00015271628,0.000051649517,0.0003526868,0.00006278872,0.0007065168,0.00023696822,0.0001481972,0.00014094544],"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":[0.00005445845,0.00004392616,0.8705536,0.00006702698,0.0000074590653,0.0000036192794,0.00028187007,0.0000693578,0.000023259203,0.12795214,0.00054971303,0.00039356048],"study_design_scores_gemma":[0.0005397549,0.00002151852,0.9540873,0.0000092905975,0.000030754698,4.492585e-7,0.0004520981,0.022198172,0.000010027886,0.0059577166,0.016505258,0.00018763187],"about_ca_topic_score_codex":0.00031466855,"about_ca_topic_score_gemma":0.00016432759,"teacher_disagreement_score":0.12199442,"about_ca_system_score_codex":0.00007777342,"about_ca_system_score_gemma":0.000015465084,"threshold_uncertainty_score":0.6227589},"labels":[],"label_agreement":null},{"id":"W2914223207","doi":"","title":"Neighborhood \"House Economy\" Teaches Youth Life Lessons","year":2015,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economy; Economics; Political science","score_opus":0.05038905922442961,"score_gpt":0.27138532840890867,"score_spread":0.22099626918447907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914223207","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":[0.8967519,0.00023648835,0.00010840324,0.02767473,0.00028707302,0.00028976725,0.00015554752,0.00025684023,0.07423929],"genre_scores_gemma":[0.98928666,0.000022863805,0.000058238948,0.008967314,0.0013372891,0.000012223438,0.00014487687,0.00002540549,0.00014512247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983194,0.000029580258,0.00044380798,0.0003635,0.00022186368,0.00062185596],"domain_scores_gemma":[0.99895185,0.000033756998,0.0002073641,0.0003408933,0.00031411738,0.0001520327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035999008,0.00024778268,0.00030338645,0.00060558395,0.00019437389,0.00073347625,0.00028686592,0.00011114898,0.000035955007],"category_scores_gemma":[0.001379344,0.00026377587,0.00009014963,0.0009824615,0.00017966365,0.0013757352,0.00027673354,0.000122025645,0.0001667537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028562165,0.000054400854,0.45695165,0.000014377579,0.000009834303,0.0000015429258,0.000143703,0.000013612929,1.1066748e-7,0.5391787,0.0033788008,0.00025036684],"study_design_scores_gemma":[0.0028097143,0.000029483072,0.611716,0.00004618304,0.000220756,0.000008212573,0.0054645147,0.015614058,0.0000020819375,0.15632804,0.20677687,0.0009841048],"about_ca_topic_score_codex":0.041442476,"about_ca_topic_score_gemma":0.001202126,"teacher_disagreement_score":0.3828507,"about_ca_system_score_codex":0.00031296344,"about_ca_system_score_gemma":0.0005757714,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W2914408614","doi":"","title":"Thrivers and Strugglers: A Growing Economic Divide","year":2015,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnic group; Race (biology); Financial stability; Center (category theory); Economic stability; Economic growth; Economics; Business; Political science; Geography; Sociology; Financial system; Gender studies","score_opus":0.02624393647566882,"score_gpt":0.25875181887232895,"score_spread":0.23250788239666015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914408614","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":[0.98295385,0.0001389937,0.00002765876,0.0056180283,0.00017648045,0.00013400805,0.000056178407,0.000052838106,0.010841959],"genre_scores_gemma":[0.99601156,0.000043934233,0.000085133724,0.0029645606,0.00073588284,0.0000063593066,0.000068925954,0.000010553938,0.000073110015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99882066,0.00001663114,0.00028460592,0.00028453354,0.0001600101,0.00043357007],"domain_scores_gemma":[0.9994697,0.0000329792,0.00012296658,0.00018162209,0.0001104305,0.000082279636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025096207,0.00017260996,0.00021113441,0.0004498758,0.00015638546,0.0005531062,0.0001536699,0.00006750889,0.00002815557],"category_scores_gemma":[0.00039860935,0.00018954994,0.00004750603,0.00042622144,0.00018236076,0.001855659,0.00026372744,0.00007023936,0.000055334633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023052476,0.000011522765,0.49306735,0.000013232661,0.000006920106,0.000002028326,0.00006213036,0.000020690779,5.1364736e-7,0.504484,0.0016516249,0.00067770324],"study_design_scores_gemma":[0.0018222344,0.000017515853,0.7435801,0.00004641799,0.00008643073,0.000009883253,0.0016895358,0.019019162,0.0000022602724,0.09370016,0.13950512,0.0005211912],"about_ca_topic_score_codex":0.05636678,"about_ca_topic_score_gemma":0.0015608323,"teacher_disagreement_score":0.4107838,"about_ca_system_score_codex":0.0003399322,"about_ca_system_score_gemma":0.00024397891,"threshold_uncertainty_score":0.94991696},"labels":[],"label_agreement":null},{"id":"W2915619754","doi":"10.20381/ruor-23047","title":"The Relationship between Budgeting and Indicators of Financial Well-Being","year":2018,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Finance; Actuarial science; Economics; Accounting","score_opus":0.03454387228167675,"score_gpt":0.27824840899810765,"score_spread":0.24370453671643091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915619754","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":[0.9709859,0.000015870195,0.000040049996,0.00055545993,0.000036695976,0.00013917622,0.0000016660149,0.00001649402,0.028208682],"genre_scores_gemma":[0.9983679,0.000009632549,0.0002198197,0.000019618956,0.0003144822,2.004155e-7,0.000010339923,0.00000807964,0.0010499133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986653,0.00006642305,0.00018113745,0.00021406467,0.0005826493,0.00029043417],"domain_scores_gemma":[0.99840224,0.000633631,0.00023494753,0.00024007326,0.00046801125,0.000021084908],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022038359,0.00008149846,0.00017248596,0.000760542,0.0013875301,0.00006150932,0.00043248202,0.00007678524,0.00011865408],"category_scores_gemma":[0.0015312671,0.00007938504,0.00006932578,0.0016500719,0.0008178264,0.00055548054,0.00046043418,0.00023219721,0.00008780449],"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":[0.0000069470298,0.00001063235,0.8970213,0.000054440472,0.000005812495,0.000002184447,0.00018077731,2.5907588e-7,0.000035558605,0.09934204,0.0018160659,0.0015239648],"study_design_scores_gemma":[0.00021731983,0.000023700652,0.94204813,0.000052728134,0.000032639815,6.897194e-8,0.00039015885,0.00014621664,0.00004974502,0.005071556,0.051892884,0.00007485425],"about_ca_topic_score_codex":0.0005574776,"about_ca_topic_score_gemma":0.0007615547,"teacher_disagreement_score":0.09427048,"about_ca_system_score_codex":0.00002832082,"about_ca_system_score_gemma":0.000048101632,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W2916314378","doi":"","title":"Social Security: The Cost-of-Living Adjustment in January 2009","year":2008,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accounts payable; Social security; Cola (plant); Quarter (Canadian coin); Business; Actuarial science; Economics; Finance; Medicine; Payment","score_opus":0.013181712391175162,"score_gpt":0.17427252831766207,"score_spread":0.1610908159264869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916314378","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":[0.9894073,0.00008512325,0.000027180546,0.00024189068,0.000061732586,0.0004053492,0.00021673104,0.0000716449,0.009483077],"genre_scores_gemma":[0.9971993,0.00011758346,0.000090965,0.000125596,0.00010809034,3.964995e-8,0.00029721917,0.000018923563,0.0020422675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982807,0.00003957296,0.00032562303,0.0004203661,0.00055946206,0.000374279],"domain_scores_gemma":[0.998559,0.00015220203,0.00068907434,0.0003649087,0.00019496884,0.00003984755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000101137484,0.00028420522,0.0005806399,0.0006997767,0.00041870735,0.00003735047,0.0010941029,0.000097614095,0.00055429764],"category_scores_gemma":[0.00004589179,0.0003292945,0.00040898728,0.0017519821,0.00065350765,0.005288031,0.0011107017,0.00025004064,0.00012317282],"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":[0.00018716218,0.00036155665,0.9866599,0.00012984895,0.000057263176,0.000119124954,0.00024143264,0.00011523279,1.1557734e-7,0.00060109654,0.00977885,0.0017484161],"study_design_scores_gemma":[0.0005241778,0.00003648515,0.9677338,0.00011919912,0.00012646388,0.0000017198037,0.00017841038,0.0005392623,0.0000013351716,0.00010206119,0.030336645,0.00030042673],"about_ca_topic_score_codex":0.0017793797,"about_ca_topic_score_gemma":0.0033899536,"teacher_disagreement_score":0.020557795,"about_ca_system_score_codex":0.000052676423,"about_ca_system_score_gemma":0.00012425423,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W2917860706","doi":"","title":"Efficiency of Pension Funds Management in OECD Countries: Registered Retirement Savings Plan in Canada","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Liberian dollar; Business; Finance; Global assets under management; Institutional investor","score_opus":0.02919485914046551,"score_gpt":0.26401385026156843,"score_spread":0.2348189911211029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917860706","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":[0.933122,0.00014203378,7.1153136e-7,0.000230041,0.0003970224,0.0013213172,0.000026192178,0.000020266707,0.06474044],"genre_scores_gemma":[0.9964688,0.0012958818,0.00016155367,0.00024082401,0.00019737803,0.00014834125,0.0003174542,0.00007100564,0.0010987932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99435234,0.00010753559,0.0020100526,0.001361886,0.0010210641,0.0011471054],"domain_scores_gemma":[0.9972954,0.00019787649,0.00089082867,0.0013443368,0.00023242456,0.000039163653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002989927,0.0005251261,0.0010849132,0.0024275237,0.00012710397,0.0002277192,0.0011636869,0.0002778673,0.00024688875],"category_scores_gemma":[0.0001940968,0.000599911,0.00017453925,0.0006790438,0.00019443303,0.00032417782,0.0021522664,0.001065595,0.000017966042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002835246,0.0002487855,0.9736697,0.0018837282,0.000027917515,0.00030639456,0.000119466065,0.012590686,0.000022004966,0.0010651221,0.0009780991,0.008804542],"study_design_scores_gemma":[0.0023546421,0.000036883306,0.89778847,0.0026044918,0.00006061487,0.0000011402541,0.00112166,0.04906135,0.000043857774,0.0012487328,0.044455614,0.0012225746],"about_ca_topic_score_codex":0.7802183,"about_ca_topic_score_gemma":0.9420097,"teacher_disagreement_score":0.1617914,"about_ca_system_score_codex":0.0046294634,"about_ca_system_score_gemma":0.00094154576,"threshold_uncertainty_score":0.99964523},"labels":[],"label_agreement":null},{"id":"W2918125583","doi":"10.1086/708815","title":"Income and Wealth Inequality in America, 1949-2016","year":2018,"lang":"en","type":"preprint","venue":"Journal of Political Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Sciences Centre Foundation","keywords":"Economics; Wealth distribution; National wealth; Redistribution of income and wealth; Inequality; Distribution (mathematics); Portfolio; Leverage (statistics); Household income; Population; Survey data collection; Labour economics; Income distribution; Wealth elasticity of demand; Asset (computer security); Consumption (sociology); Demographic economics; Geography; Financial economics; Economic growth; Finance","score_opus":0.019039165708254136,"score_gpt":0.27416521993218596,"score_spread":0.2551260542239318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918125583","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":[0.9732386,0.00018170134,0.00012925766,0.0022552072,0.00058374665,0.00018026229,0.000008540308,0.000016263028,0.023406453],"genre_scores_gemma":[0.9921505,0.000025582207,0.0006337381,0.0030300978,0.0040442874,0.00000496522,0.00001573878,0.000027392753,0.000067683606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727225,0.00005722413,0.0015356672,0.00035274428,0.00023613985,0.00054599356],"domain_scores_gemma":[0.9975681,0.00014156132,0.001406074,0.00033325495,0.00045923406,0.00009181792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012427042,0.00031149585,0.0010178678,0.0008623064,0.00006706318,0.00033785106,0.0004096767,0.00021202044,0.0004231812],"category_scores_gemma":[0.0005038359,0.000275208,0.0002742563,0.00022481261,0.00023319275,0.0008235925,0.00084061676,0.0007225155,0.0001343189],"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":[0.000063075866,0.00012946375,0.8724781,0.000580428,0.000040182982,0.00004278443,0.000032409782,0.000008692188,0.0000021632497,0.1246118,0.0013160239,0.0006948691],"study_design_scores_gemma":[0.00071657146,0.00004511409,0.74136645,0.00063283055,0.00017765304,0.0000076095885,0.00007392874,0.0019122844,0.0000044336016,0.20979047,0.04484508,0.00042758885],"about_ca_topic_score_codex":0.0021611417,"about_ca_topic_score_gemma":0.00014993754,"teacher_disagreement_score":0.13111167,"about_ca_system_score_codex":0.00027484476,"about_ca_system_score_gemma":0.00024980016,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W2918552916","doi":"10.25071/1705-1436.193","title":"Introduction to the Pay Equity Resource Guide: Bibliography with Selected Annotations","year":2002,"lang":"en","type":"article","venue":"Just Labour","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bibliography; Equity (law); Pay Equity; Resource (disambiguation); Library science; Business; Computer science; World Wide Web; Economics; Political science; Labour economics; Law","score_opus":0.0183961377019883,"score_gpt":0.24422630595821526,"score_spread":0.22583016825622695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918552916","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":[0.92383415,0.00014179488,0.00058577035,0.060473982,0.00047774095,0.0007502989,0.000015994532,0.0004610973,0.013259173],"genre_scores_gemma":[0.97160685,0.000043631717,0.00083655317,0.007695018,0.0078013157,0.00006087464,0.00010997734,0.000048470694,0.011797299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847984,0.000026989375,0.00029245438,0.0003839767,0.00047397785,0.00034278247],"domain_scores_gemma":[0.99855566,0.000026225769,0.00018322437,0.00047327342,0.0007413755,0.000020236572],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042127477,0.0001847578,0.00017285881,0.0024862231,0.00054485304,0.00052028307,0.00032234716,0.000047733934,0.0016618755],"category_scores_gemma":[0.00022470579,0.00011186388,0.00007563863,0.025794292,0.000044023218,0.0007377757,0.0001583081,0.0001652718,0.0009551512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024206749,0.00007322892,0.10773813,0.000032498414,0.000020572277,0.0000035444996,0.00011342672,0.00050972594,0.00022215066,0.0033360487,0.8862456,0.0016808851],"study_design_scores_gemma":[0.00017326511,0.000015554808,0.22175536,0.000015155141,0.00011119955,0.0000010613239,0.000122193,0.0013003901,0.000024741295,0.00007933148,0.7762332,0.00016857703],"about_ca_topic_score_codex":0.00080323435,"about_ca_topic_score_gemma":0.00097365206,"teacher_disagreement_score":0.114017226,"about_ca_system_score_codex":0.000020869822,"about_ca_system_score_gemma":0.000008928791,"threshold_uncertainty_score":0.99982274},"labels":[],"label_agreement":null},{"id":"W2921554720","doi":"10.30564/jbar.v2i1.407","title":"Net Pension Liability Impact on School Districts after Incorporation of Governmental Accounting Standards Boards (GASB) Statement Number 68","year":2019,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransAlta (Canada)","funders":"","keywords":"Pension; Obligation; Balance sheet; Liability; Business; Accounting; Bond; Balance (ability); Actuarial science; Finance; Political science; Medicine; Law","score_opus":0.022886619470121553,"score_gpt":0.3436217824815893,"score_spread":0.32073516301146776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921554720","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":[0.99602675,0.000030896736,0.000109634915,0.00047742258,0.00037758972,0.0005386771,0.00005029224,0.000013035982,0.0023756854],"genre_scores_gemma":[0.99846584,0.000027323575,0.00022675902,0.00010337105,0.000797821,0.000010772667,0.00009526625,0.000032841006,0.00023998343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932925,0.00013121561,0.0014739635,0.00036676324,0.0043094335,0.00042614163],"domain_scores_gemma":[0.99128926,0.00016355407,0.0016592399,0.00043522898,0.006391584,0.000061109895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00553724,0.00028980096,0.0005596041,0.0005723404,0.00019440275,0.00064919825,0.00034728087,0.00012892281,0.0040879855],"category_scores_gemma":[0.0014870936,0.00022738737,0.0002533344,0.0019012188,0.00011375549,0.0030099854,0.00020310297,0.00050453347,0.00024005507],"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":[0.0038793616,0.000630563,0.9839579,0.00042169704,0.00004095245,0.000052150666,0.00002687883,0.00045932079,0.0038972492,0.000693237,0.0053054867,0.0006352402],"study_design_scores_gemma":[0.0013561796,0.0003669203,0.9872719,0.00048001346,0.00007758929,0.000008400511,0.00032318014,0.0017433085,0.001225285,0.0006219491,0.0062565464,0.00026870653],"about_ca_topic_score_codex":0.0005397138,"about_ca_topic_score_gemma":0.000099928206,"teacher_disagreement_score":0.004050146,"about_ca_system_score_codex":0.0012214327,"about_ca_system_score_gemma":0.0010132485,"threshold_uncertainty_score":0.9968224},"labels":[],"label_agreement":null},{"id":"W2923945619","doi":"10.34989/san-2015-3","title":"Credit Cards: Disentangling the Dual Use of Borrowing and Spending","year":2020,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"","keywords":"Payment; Credit card; Spell; Monetary economics; Dual (grammatical number); Credit card interest; Credit crunch; Economics; Business; Aggregate (composite); Financial crisis; Financial system; Finance; Macroeconomics","score_opus":0.05049754811800095,"score_gpt":0.2544253890425166,"score_spread":0.20392784092451566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923945619","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":[0.99812764,0.00008471545,0.00028619287,0.0009914282,0.00008579779,0.00012332822,0.000009488275,0.000041962696,0.00024942335],"genre_scores_gemma":[0.998172,0.00000904869,0.00036358266,0.00041503506,0.00098405,0.000001091061,0.000018483603,0.000020426934,0.000016279382],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866444,0.000015881187,0.0003690093,0.0003026761,0.0003900404,0.00025793802],"domain_scores_gemma":[0.99922734,0.00028002035,0.00015593112,0.00018501544,0.000119993645,0.000031720538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020446176,0.00017356988,0.00032209523,0.00011236541,0.00018805113,0.00029162763,0.00014255873,0.000045290664,0.00019899035],"category_scores_gemma":[0.0015077016,0.00012649495,0.00015669523,0.0006764778,0.00015084892,0.000827514,0.0002888027,0.00013317172,0.000023828916],"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":[0.00005780649,0.000039367904,0.97959787,0.00011537268,0.000049391336,0.000031728912,0.00016184688,0.00049157895,0.0005372335,0.01816239,0.00046497208,0.0002904609],"study_design_scores_gemma":[0.00045782267,0.000041537623,0.07202165,0.000115782255,0.001106422,0.000001463412,0.0007361389,0.9162583,0.00025826137,0.0010095555,0.007556221,0.00043688598],"about_ca_topic_score_codex":0.00040281695,"about_ca_topic_score_gemma":0.0000438682,"teacher_disagreement_score":0.91576666,"about_ca_system_score_codex":0.000014730657,"about_ca_system_score_gemma":0.0000122412985,"threshold_uncertainty_score":0.5158315},"labels":[],"label_agreement":null},{"id":"W2924315192","doi":"10.1111/ijcs.12522","title":"Repeated payment delinquency among young adults in the United States","year":2019,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Juvenile delinquency; Conscientiousness; Payment; Probit; Ordered probit; Demographic economics; Psychology; National Longitudinal Surveys; Demography; Economics; Actuarial science; Big Five personality traits; Personality; Econometrics; Social psychology; Developmental psychology; Finance; Extraversion and introversion","score_opus":0.01760229002767319,"score_gpt":0.2747796249114282,"score_spread":0.25717733488375505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924315192","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":[0.99564123,0.0013703826,0.000007903349,0.0013273506,0.001065004,0.00014294866,0.0000022661627,0.000010983337,0.00043195407],"genre_scores_gemma":[0.9967088,0.0011040386,0.00004650974,0.0016478262,0.00032887154,0.0000054356783,0.00003519695,0.000009725683,0.00011360027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981981,0.00003724673,0.0007188499,0.00014278387,0.0007471676,0.00015585704],"domain_scores_gemma":[0.9970623,0.00015267625,0.00069710624,0.00013155093,0.0019480754,0.0000082452025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007948587,0.00014881552,0.00026218034,0.0006945893,0.000065451204,0.0001597499,0.0005003107,0.000028115188,0.00013432492],"category_scores_gemma":[0.00047919143,0.0000957952,0.00012953987,0.00048918114,0.000079142745,0.00069277035,0.00012911658,0.00017814967,0.000077959296],"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":[0.00015029614,0.0000756392,0.99285966,0.000022975706,0.00020742878,0.0001009778,0.0010265047,0.00026757535,0.000015174705,0.0006902268,0.0041576526,0.000425896],"study_design_scores_gemma":[0.0020648732,0.000036299352,0.9419303,0.0006833387,0.000199471,0.000021165899,0.0070014633,0.0034603984,0.000020913925,0.0018188946,0.042501178,0.00026172062],"about_ca_topic_score_codex":0.0017802884,"about_ca_topic_score_gemma":0.0007428113,"teacher_disagreement_score":0.050929368,"about_ca_system_score_codex":0.00008015903,"about_ca_system_score_gemma":0.000021930191,"threshold_uncertainty_score":0.39064148},"labels":[],"label_agreement":null},{"id":"W2924803672","doi":"10.1111/1540-6229.12459","title":"Household portfolio choice before and after a house purchase","year":2023,"lang":"en","type":"article","venue":"Real Estate Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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 Winnipeg","funders":"Danmarks Frie Forskningsfond","keywords":"Portfolio; Economics; Asset (computer security); Margin (machine learning); Diversification (marketing strategy); Equity (law); Market liquidity; Debt; Home equity; Monetary economics; Panel data; Finance; Financial economics; Business; Econometrics","score_opus":0.014633197350153889,"score_gpt":0.21631338672138345,"score_spread":0.20168018937122956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924803672","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":[0.9954166,0.000008648642,0.0000014056429,0.00018087466,0.0001994627,0.00018875832,0.000026344815,0.00041466267,0.0035632649],"genre_scores_gemma":[0.9959562,0.0013207071,0.000062118845,0.0006879951,0.0008287538,0.00003674536,0.00012789363,0.00010133621,0.00087824266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872077,0.000005060655,0.00037186447,0.00041623568,0.000087639906,0.00039841526],"domain_scores_gemma":[0.9993585,0.000027504442,0.00020925463,0.00032028143,0.000050107403,0.000034391305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027211208,0.00022681062,0.0002889093,0.0004317787,0.00013624772,0.000318549,0.00015469357,0.00007460618,0.00009848322],"category_scores_gemma":[0.000046046433,0.00023351907,0.000104822895,0.00044085455,0.00006401802,0.0010994927,0.00025725557,0.00010259214,0.00062308647],"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":[0.000055403907,0.00003138034,0.982205,0.000090723326,0.00001901323,0.00007753174,0.00012178863,0.00029727037,0.0000112082425,0.0014489572,0.002024858,0.013616903],"study_design_scores_gemma":[0.0005135213,0.000014363023,0.8643589,0.00002409316,0.00009695202,0.0000021328322,0.00006191591,0.014692175,0.000005908883,0.0012598642,0.118632525,0.00033765365],"about_ca_topic_score_codex":0.0029652817,"about_ca_topic_score_gemma":0.003841453,"teacher_disagreement_score":0.11784607,"about_ca_system_score_codex":0.000047937643,"about_ca_system_score_gemma":0.00002310225,"threshold_uncertainty_score":0.9522631},"labels":[],"label_agreement":null},{"id":"W2931183994","doi":"10.5539/ass.v15n4p69","title":"Contributors’ Involvement in Pension Fund Investments Decision Making and Retirees Standard of Living in University of Lagos, Nigeria","year":2019,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Welfare; Investment (military); Descriptive statistics; Standard of living; Government (linguistics); Population; Sample (material); Business; Language change; Actuarial science; Economics; Finance; Political science; Medicine; Statistics; Environmental health","score_opus":0.013411373746847114,"score_gpt":0.2453719716302356,"score_spread":0.2319605978833885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931183994","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":[0.99480575,0.00003168372,0.00001676257,0.000051234416,0.00009421839,0.00021124346,0.0000026043226,0.0000073513047,0.0047791735],"genre_scores_gemma":[0.9996153,0.000009960466,0.0002499879,0.000071036986,0.000028468172,3.064145e-7,0.0000017913,0.0000045990337,0.000018559298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986485,0.00002250796,0.00027651302,0.00029028658,0.0005300468,0.00023210348],"domain_scores_gemma":[0.9993188,0.000066033535,0.00030096478,0.00012339569,0.00017999989,0.000010857109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012947115,0.00009548758,0.0002872841,0.000417029,0.00014763142,0.00005755378,0.00024387114,0.000050531708,0.0001077485],"category_scores_gemma":[0.00031037276,0.00010180647,0.000039422237,0.0014594375,0.00025284864,0.00094612956,0.00038382856,0.00006758948,0.0000061675055],"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":[0.00006668302,0.0000322033,0.98557734,0.00004220476,0.0000012912548,0.000003431947,0.0011129947,0.000002129516,0.0019385632,0.0051529096,0.00003635696,0.006033902],"study_design_scores_gemma":[0.00030086742,0.000018477267,0.994651,0.0005890124,0.000008701442,4.6982148e-8,0.0023636152,0.00028431872,0.00005159653,0.001292106,0.00033535442,0.000104873136],"about_ca_topic_score_codex":0.001012952,"about_ca_topic_score_gemma":0.0030506493,"teacher_disagreement_score":0.009073701,"about_ca_system_score_codex":0.00013911261,"about_ca_system_score_gemma":0.00006483222,"threshold_uncertainty_score":0.41515476},"labels":[],"label_agreement":null},{"id":"W2936090825","doi":"10.2139/ssrn.3365473","title":"Job Loss Expectations, Durable Consumption and Household Finances: Evidence from Linked Survey Data","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Job loss; Unemployment; Consumption (sociology); Survey data collection; Durable good; Labour economics; Order (exchange); Job security; Economics; Business; Demographic economics; Work (physics); Microeconomics; Engineering; Economic growth; Finance","score_opus":0.05451454005478255,"score_gpt":0.2644930093998105,"score_spread":0.20997846934502798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936090825","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":[0.9908095,0.008011966,0.00035737542,0.00018750234,0.00029616323,0.00020228111,0.000025299207,0.000049512597,0.000060421906],"genre_scores_gemma":[0.99086726,0.0072410535,0.00011078368,0.00019119415,0.0005912886,0.000003903024,0.00029828728,0.00003085775,0.00066535425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974528,0.00006998214,0.00047064386,0.0005099335,0.00042280153,0.0010738678],"domain_scores_gemma":[0.99847996,0.00022047908,0.00048098218,0.0005870596,0.00021259091,0.000018929144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023176095,0.00022103828,0.0003155794,0.00023226276,0.000328894,0.0005138593,0.0006478502,0.000085095606,0.00022358846],"category_scores_gemma":[0.00050509634,0.00020379733,0.00006367822,0.000434682,0.000055118522,0.0036584307,0.00025703933,0.00076499453,0.00043522182],"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":[0.00009008601,0.00002521844,0.99583036,0.000024601666,0.000038208404,0.0000035270232,0.00003908058,0.000030369609,0.00023723062,0.0021985953,0.0006308452,0.00085187773],"study_design_scores_gemma":[0.00081107445,0.000029666888,0.9805383,0.0002674691,0.00016534323,0.000013806023,0.0003107565,0.0042862603,0.000009097572,0.011566739,0.001634469,0.00036698347],"about_ca_topic_score_codex":0.0057201623,"about_ca_topic_score_gemma":0.01658807,"teacher_disagreement_score":0.015292024,"about_ca_system_score_codex":0.00018981464,"about_ca_system_score_gemma":0.0003411492,"threshold_uncertainty_score":0.9256532},"labels":[],"label_agreement":null},{"id":"W2938636191","doi":"10.34989/tr-106","title":"Household Risk Assessment Model","year":2021,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Balance sheet; Stress testing (software); Debt; Risk assessment; Vulnerability (computing); Business; Stress test; Financial risk; Systemic risk; Test (biology); Actuarial science; Economics; Finance; Computer science; Financial crisis; Computer security","score_opus":0.05706964081730265,"score_gpt":0.3053280509248042,"score_spread":0.24825841010750155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938636191","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":[0.9543381,0.0002017066,0.000092032526,0.0010456834,0.00013770533,0.0001724882,0.000030805473,0.000025963276,0.04395555],"genre_scores_gemma":[0.9945026,0.000039268685,0.0007139582,0.00039785606,0.0002897854,0.00001503766,0.00004804701,0.00002770467,0.0039657573],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967244,0.000058730133,0.00035817013,0.0003581644,0.0019665638,0.0005339305],"domain_scores_gemma":[0.997711,0.00010923923,0.00015017601,0.0005428457,0.0014585056,0.000028235609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436084,0.00013249046,0.00026782433,0.00030180675,0.0003536752,0.00017550404,0.00036090522,0.000053247022,0.0005848575],"category_scores_gemma":[0.0005973739,0.00013157734,0.00009145797,0.001356778,0.00006781059,0.00041970474,0.00039002372,0.00035054315,0.000011809206],"study_design_candidate":"observational","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":[0.000058330934,0.00023348091,0.53266984,0.0003913635,0.00006184209,0.00025617325,0.00002667429,0.012524142,0.003573303,0.06923296,0.3788812,0.0020907032],"study_design_scores_gemma":[0.0012146676,0.000021527168,0.38163117,0.00019223968,0.0001641907,0.0000018279673,0.00034566026,0.42684725,0.0030634268,0.014054139,0.1717666,0.00069733505],"about_ca_topic_score_codex":0.5281618,"about_ca_topic_score_gemma":0.6869489,"teacher_disagreement_score":0.4143231,"about_ca_system_score_codex":0.00023335712,"about_ca_system_score_gemma":0.0020805688,"threshold_uncertainty_score":0.64037794},"labels":[],"label_agreement":null},{"id":"W2940527634","doi":"10.3390/jrfm12020070","title":"Defined Contribution Pension Plans: Who Has Seen the Risk?","year":2019,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asset allocation; Portfolio; Pension; Cash; Actuarial science; Asset (computer security); Econometrics; Economics; Jump diffusion; Sample (material); Jump; Computer science; Financial economics; Finance","score_opus":0.006874021012514544,"score_gpt":0.19025695472977056,"score_spread":0.183382933717256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940527634","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":[0.99455327,0.0006488334,0.0021235913,0.00035492567,0.00082127395,0.00044249409,0.000011648053,0.00002347441,0.0010204646],"genre_scores_gemma":[0.99628425,0.0014922775,0.00022039162,0.0006860466,0.001009847,0.0000044922135,0.000015690535,0.000019134566,0.00026790114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980921,0.000054853277,0.00069974153,0.0002607226,0.0005724579,0.00032008704],"domain_scores_gemma":[0.9979493,0.00010547279,0.0012416524,0.00029233174,0.00038769445,0.00002354594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016308143,0.0002473746,0.00046976827,0.0004013062,0.0005473387,0.00038082196,0.00032234407,0.000088266606,0.00012732002],"category_scores_gemma":[0.0003701513,0.00016565816,0.00025773322,0.00058649556,0.00007365521,0.0008215398,0.0002542856,0.00036169667,0.00019193068],"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":[0.00036517673,0.00007944363,0.95234126,0.00007727866,0.000032061947,0.00003217773,0.000115378134,0.00027016574,0.00001945641,0.020579737,0.008017895,0.01806995],"study_design_scores_gemma":[0.0012301452,0.00004905542,0.6672307,0.00013535576,0.0004927635,0.0000037855514,0.00009739071,0.0012293597,0.000007490469,0.005073716,0.32427353,0.0001766831],"about_ca_topic_score_codex":0.00038934182,"about_ca_topic_score_gemma":0.00021617101,"teacher_disagreement_score":0.31625563,"about_ca_system_score_codex":0.000047302372,"about_ca_system_score_gemma":0.00002148236,"threshold_uncertainty_score":0.67553437},"labels":[],"label_agreement":null},{"id":"W2941587464","doi":"","title":"The Effect of Attitudes Regarding Retirement on Pension Savings","year":2019,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Cognitive dissonance; Functional illiteracy; Financial literacy; Savings account; Economics; Order (exchange); Poverty; Pension system; Retirement planning; Actuarial science; Public economics; Business; Labour economics; Finance; Economic growth; Psychology; Political science; Social psychology","score_opus":0.008110179375107784,"score_gpt":0.22023844055431369,"score_spread":0.2121282611792059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941587464","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":[0.97728246,0.01930088,3.5017138e-7,0.0002384419,0.00015019056,0.0003951804,0.0000013291385,0.000004476632,0.0026266768],"genre_scores_gemma":[0.8678151,0.13153626,0.000032337877,0.00036344785,0.0000729169,0.000007906729,0.00000621978,0.000010674291,0.00015516387],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991049,0.0000126730265,0.000456762,0.00022399657,0.00007233548,0.00012930836],"domain_scores_gemma":[0.99884325,0.00011116807,0.0006269587,0.00034027302,0.000074668904,0.000003701338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097225345,0.0001350448,0.00048430345,0.000053805285,0.00008846039,0.00003657042,0.00016577893,0.000027726424,0.000026916667],"category_scores_gemma":[0.00012874538,0.000091206944,0.00015060026,0.00012832966,0.000045658006,0.00021772011,0.000119084114,0.00005705494,0.000049436796],"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":[0.00018072537,0.000041253916,0.72526026,0.017714124,0.000040033967,0.0000011107556,0.000011336233,0.00012906991,0.00022582214,0.20397742,0.002774527,0.04964434],"study_design_scores_gemma":[0.0011517253,0.00033387123,0.22146356,0.027914777,0.00030705563,9.5147084e-7,0.000006227236,0.00540052,0.0009989279,0.00098646,0.7409018,0.00053411943],"about_ca_topic_score_codex":0.000052422238,"about_ca_topic_score_gemma":0.000014514048,"teacher_disagreement_score":0.7381273,"about_ca_system_score_codex":0.000018607656,"about_ca_system_score_gemma":0.000007088898,"threshold_uncertainty_score":0.3719311},"labels":[],"label_agreement":null},{"id":"W2942353389","doi":"10.34989/tr-72","title":"The Bank of Canada's New Quarterly Projection Model, Part 1. The Steady-State Model: SSQPM","year":2021,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":59,"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":"Projection (relational algebra); Focus (optics); Economics; Economic model; State (computer science); Econometrics; Macroeconomics; Economy; Computer science; Algorithm","score_opus":0.037465397028728684,"score_gpt":0.2710957318884336,"score_spread":0.2336303348597049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942353389","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":[0.95612884,0.001015387,0.00031235086,0.016265955,0.0005737568,0.0010796279,0.000060255938,0.000033194334,0.024530625],"genre_scores_gemma":[0.97606325,0.00004017024,0.00006668827,0.00033573105,0.00029288934,0.000027985168,0.000031123487,0.000032442065,0.023109736],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99576604,0.000106529646,0.0005938817,0.0003571696,0.0024529928,0.0007233636],"domain_scores_gemma":[0.99678004,0.00022427303,0.00026690573,0.00075228635,0.0019340822,0.00004242021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017527635,0.0001833755,0.00029803548,0.00015518178,0.00078205747,0.0002077411,0.00064927054,0.000047853046,0.00012089203],"category_scores_gemma":[0.00044108432,0.00012694404,0.00009543463,0.0014073065,0.00012785039,0.00034295997,0.00018899681,0.0003453092,0.0000022512497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029572978,0.00008567017,0.00578511,0.00037774106,0.00012153962,0.000055428023,0.0004429156,0.03947734,0.0014518652,0.027726114,0.9103218,0.013858781],"study_design_scores_gemma":[0.000520489,0.00003286374,0.0038076828,0.00013773853,0.000080526566,0.0000014718802,0.0013416815,0.8246222,0.0013410175,0.007702354,0.16008112,0.00033083025],"about_ca_topic_score_codex":0.98475605,"about_ca_topic_score_gemma":0.9989852,"teacher_disagreement_score":0.78514487,"about_ca_system_score_codex":0.00033422062,"about_ca_system_score_gemma":0.011070939,"threshold_uncertainty_score":0.9945354},"labels":[],"label_agreement":null},{"id":"W2943637525","doi":"10.3982/qe954","title":"Uncertainty about future income: Initial beliefs and resolution during college","year":2019,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"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; Spencer Foundation; Andrew W. Mellon Foundation; National Science Foundation","keywords":"Earnings; Variety (cybernetics); Economics; Econometrics; Survey data collection; Demographic economics; Psychology; Actuarial science; Accounting; Statistics; Mathematics","score_opus":0.01077401130276457,"score_gpt":0.23425782579231513,"score_spread":0.22348381448955057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943637525","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":[0.99417514,0.00020418153,0.000008213933,0.000259942,0.00062644883,0.0002924694,0.00003467684,0.000051941966,0.0043469924],"genre_scores_gemma":[0.9973691,0.00010206196,0.0005093503,0.00042877535,0.001034643,0.000010684163,0.00009349996,0.000029207786,0.0004226425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988428,0.000017633152,0.0003796758,0.00040044467,0.00009021555,0.0002692426],"domain_scores_gemma":[0.99923444,0.000058655976,0.00031928546,0.00021822577,0.00015296764,0.000016453141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029730157,0.000208886,0.00032823303,0.00030620067,0.00025529866,0.00016939885,0.00014975895,0.00009283493,0.0002806678],"category_scores_gemma":[0.00006655855,0.00021868692,0.00008919657,0.00029291626,0.00007468419,0.0013375076,0.0001799951,0.0001379564,0.000646336],"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":[0.00028140933,0.000043137752,0.48195302,0.00022499757,0.00004088009,0.000006799362,0.000266581,0.001277194,0.00019446661,0.51495236,0.0005792362,0.0001799177],"study_design_scores_gemma":[0.0017252179,0.00005126793,0.90318125,0.00012195735,0.00008045599,0.0000019771035,0.0012021527,0.04466083,0.00004984013,0.0065026474,0.04181046,0.0006119351],"about_ca_topic_score_codex":0.00031910022,"about_ca_topic_score_gemma":0.0006849135,"teacher_disagreement_score":0.50844973,"about_ca_system_score_codex":0.00009906844,"about_ca_system_score_gemma":0.00002756787,"threshold_uncertainty_score":0.8917794},"labels":[],"label_agreement":null},{"id":"W2944919734","doi":"10.5539/jms.v9n1p159","title":"The Influence of Gender and Ethnicity on Young Adults’ Participation in Financial Education Programme","year":2019,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Malay; Ethnic group; Empowerment; Intervention (counseling); Population; Medical education; Business; Psychology; Economic growth; Finance; Political science; Medicine; Sociology; Demography; Economics","score_opus":0.008295044660111068,"score_gpt":0.2559221676647017,"score_spread":0.24762712300459064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944919734","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":[0.998302,0.00017789665,0.0000086699365,0.00023173729,0.0001118194,0.0005472129,1.6626849e-7,0.0000047543454,0.0006157779],"genre_scores_gemma":[0.99949306,0.0000928966,0.000042351072,0.00014827313,0.00008740741,0.000012648793,0.0000015124655,0.0000054659135,0.00011637807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986915,0.000045154185,0.00055778964,0.00017413512,0.00032293444,0.00020846172],"domain_scores_gemma":[0.9985642,0.00006818799,0.0005136611,0.00017980728,0.0006593559,0.000014807195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016921221,0.00011667057,0.0002144672,0.00025693636,0.000101287806,0.00010286288,0.000134769,0.000045460125,0.0000086226455],"category_scores_gemma":[0.00061076385,0.0000836564,0.00006226339,0.00042615706,0.00007992459,0.00068779313,0.00011443312,0.00015025142,0.0000015847951],"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":[0.00035653106,0.00020837877,0.95991224,0.0006245658,0.000007738918,0.0000024640915,0.00023381604,0.0002600298,0.0000023138496,0.020809228,0.0000696152,0.01751307],"study_design_scores_gemma":[0.00053896144,0.000057779078,0.98360306,0.000087524204,0.000056439407,3.8176643e-7,0.0014374153,0.0006825365,0.000002767741,0.011277608,0.0021700873,0.00008546156],"about_ca_topic_score_codex":0.00029960304,"about_ca_topic_score_gemma":0.00015773853,"teacher_disagreement_score":0.02369079,"about_ca_system_score_codex":0.000091796486,"about_ca_system_score_gemma":0.00006887554,"threshold_uncertainty_score":0.3411409},"labels":[],"label_agreement":null},{"id":"W2945523991","doi":"","title":"Canadian Retirement Security: A New Reality of Low Returns","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interest rate; Financial crisis; Pension; Social security; Poverty; Stock market; Population; Financial market; Poverty rate; Business; Demographic economics; Economics; Finance; Economic growth; Geography; Market economy; Medicine","score_opus":0.029930830770894402,"score_gpt":0.28177363980269476,"score_spread":0.25184280903180034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945523991","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":[0.8744657,0.00012423491,4.0746588e-7,0.0020337957,0.00059830636,0.0014803743,0.000060174672,0.00005348956,0.121183515],"genre_scores_gemma":[0.9932479,0.0012589956,0.00017368948,0.00046368322,0.0012926706,0.00011253374,0.0004603834,0.00009203872,0.0028980705],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955549,0.00010493759,0.0013134317,0.0012055049,0.00063775096,0.0011834663],"domain_scores_gemma":[0.9966714,0.00012815295,0.0006886254,0.0017213353,0.00062068517,0.00016982506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002527464,0.0004895873,0.0009804751,0.0018857099,0.00020300347,0.00048707807,0.0012576792,0.00056874607,0.0017518065],"category_scores_gemma":[0.00090026914,0.0005449097,0.00037536098,0.00058993115,0.00021544877,0.0005063954,0.0017333028,0.0014519944,0.00013603897],"study_design_candidate":"observational","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":[0.0003070865,0.00055471173,0.8597488,0.0050523886,0.00032526173,0.00016686771,0.0013250671,0.0033301823,0.00019275805,0.019345535,0.040762782,0.06888855],"study_design_scores_gemma":[0.0027132395,0.00010329868,0.26765087,0.0044517787,0.00028284706,0.000003226334,0.0013480632,0.104006335,0.00026233916,0.11090456,0.5046606,0.0036128368],"about_ca_topic_score_codex":0.5187531,"about_ca_topic_score_gemma":0.5716167,"teacher_disagreement_score":0.59209794,"about_ca_system_score_codex":0.0018387985,"about_ca_system_score_gemma":0.0015923558,"threshold_uncertainty_score":0.99970025},"labels":[],"label_agreement":null},{"id":"W2945583497","doi":"","title":"The Financial Literacy of Generation Y and the Influence That Personality Traits Have on Financial Knowledge: Evidence from Canada","year":2017,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"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":"Financial literacy; Big Five personality traits; Personality; Business; Economics; Psychology; Finance; Social psychology","score_opus":0.027389985986463375,"score_gpt":0.27212795419869384,"score_spread":0.24473796821223048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945583497","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":[0.9282559,0.06669009,0.0000069801245,0.002810515,0.00059955247,0.0009396641,0.00004292433,0.000018951365,0.000635425],"genre_scores_gemma":[0.9747515,0.01552436,0.000038982987,0.007189825,0.0021362358,0.00010467429,0.00005165077,0.000021953982,0.00018084978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735063,0.00012872297,0.0008078225,0.0005923677,0.0007157742,0.0004047092],"domain_scores_gemma":[0.9964306,0.0003796424,0.001482393,0.0009240538,0.000751461,0.000031880118],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001438243,0.00040975574,0.0007861228,0.000052136023,0.0022046303,0.0006697201,0.0013845043,0.00011560504,0.000085895874],"category_scores_gemma":[0.0032037888,0.0002564756,0.000247767,0.000302484,0.00031261225,0.0017349187,0.00047300494,0.00030579465,0.00003658399],"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":[0.0010971796,0.00021292076,0.6047091,0.011893342,0.00005946085,0.000045588065,0.0016813843,0.00005232165,0.00020408421,0.027595397,0.019374873,0.33307433],"study_design_scores_gemma":[0.000491284,0.0000123471045,0.8370865,0.005242208,0.00024819098,5.344086e-7,0.000007142666,0.0013787635,0.00002634315,0.00072532916,0.15449263,0.00028875575],"about_ca_topic_score_codex":0.39522374,"about_ca_topic_score_gemma":0.771507,"teacher_disagreement_score":0.3762833,"about_ca_system_score_codex":0.00007809927,"about_ca_system_score_gemma":0.00043736657,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W2946304593","doi":"10.1111/joca.12259","title":"Exploring the Relationship between Financial Education and Financial Knowledge and Efficacy: Evidence from the Canadian Financial Capability Survey","year":2019,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Finance; Propensity score matching; Financial literacy; Self-efficacy; Financial analysis; Psychology; Matching (statistics); Estimation; Cognition; Economics; Social psychology; Medicine; Management","score_opus":0.08924733908015646,"score_gpt":0.2763631811458814,"score_spread":0.1871158420657249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946304593","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":[0.9947737,0.0024780582,0.0000080637055,0.0010393303,0.001132042,0.00033124708,0.000014260983,0.000009348455,0.00021398395],"genre_scores_gemma":[0.9978738,0.000084364394,0.00005563237,0.00024505213,0.0016385808,0.00000856487,0.000017513805,0.000016664757,0.00005982003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821264,0.00018377198,0.0006581984,0.0002846128,0.00036649898,0.00029429919],"domain_scores_gemma":[0.99570787,0.002641634,0.00056326046,0.0003416059,0.0006827909,0.00006282774],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002726829,0.00022589184,0.00039034706,0.0002652579,0.0007197181,0.00037038262,0.00038766416,0.000103326965,0.00005589004],"category_scores_gemma":[0.011353307,0.00015373134,0.00012674642,0.0007156571,0.0002000876,0.0016808837,0.00012896786,0.0005352485,0.00007087979],"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":[0.00005783549,0.000026396976,0.9890443,0.000031192918,0.000007994292,0.00000128868,0.0006190409,0.0000031788984,0.0000057760285,0.00079832406,0.0031054975,0.006299187],"study_design_scores_gemma":[0.00034799927,0.000016824895,0.9829583,0.0003400834,0.00020186622,0.0000020193986,0.00011611655,0.000034769066,0.0000042425672,0.0011842193,0.014607999,0.00018557122],"about_ca_topic_score_codex":0.076668754,"about_ca_topic_score_gemma":0.31744358,"teacher_disagreement_score":0.24077483,"about_ca_system_score_codex":0.00012842235,"about_ca_system_score_gemma":0.0013205546,"threshold_uncertainty_score":0.99697447},"labels":[],"label_agreement":null},{"id":"W2946934311","doi":"10.33423/jabe.v20i9.219","title":"The Differential Impact of the Federal Reserve Rate Hikes on National and Regional Employment Figures: Evidence from San Joaquin County","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"San Joaquin; Economics; Interest rate; Monetary policy; Agricultural economics; Monetary economics; Environmental science","score_opus":0.028958160965224324,"score_gpt":0.24733105272280842,"score_spread":0.2183728917575841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946934311","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":[0.9984196,0.00013975915,0.000012018199,0.0007423515,0.00025832249,0.0001116582,0.000011132051,0.0000032082196,0.0003019607],"genre_scores_gemma":[0.9974623,0.00036164993,0.000032500542,0.0003997088,0.0016817842,0.0000026642674,0.0000075272433,0.00001270521,0.00003921285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989077,0.000013273989,0.0005200365,0.00017389911,0.00022836527,0.0001567308],"domain_scores_gemma":[0.9981647,0.00020198023,0.00093664165,0.0001535697,0.00052582135,0.000017252629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005552286,0.0001680532,0.00028464946,0.000106387684,0.00046311764,0.00044908607,0.00026789698,0.000054064712,0.000103077815],"category_scores_gemma":[0.00011841584,0.000093600436,0.00012469622,0.00016370429,0.00021568086,0.0005358927,0.00014999715,0.00012078045,0.0000049585738],"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":[0.008845086,0.0003601088,0.8827419,0.00017405572,0.00060575403,0.000004299871,0.0004932281,0.0037114557,0.0066745174,0.031334836,0.059976723,0.0050779823],"study_design_scores_gemma":[0.0006714512,0.000035234534,0.98221546,0.00019595741,0.00008130034,0.0000017130152,0.000057515008,0.0037411845,0.00010778732,0.009022835,0.0037300624,0.00013946742],"about_ca_topic_score_codex":0.0006383294,"about_ca_topic_score_gemma":0.0006894534,"teacher_disagreement_score":0.099473536,"about_ca_system_score_codex":0.000079542886,"about_ca_system_score_gemma":0.000095581265,"threshold_uncertainty_score":0.43305472},"labels":[],"label_agreement":null},{"id":"W2948294979","doi":"10.31235/osf.io/mpz4v","title":"The Impact of Financial Education Participation on Financial Knowledge and Efficacy: Evidence from the Canadian Financial Capability Survey","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Finance; Propensity score matching; Matching (statistics); Financial literacy; Estimation; Psychology; Cognition; Self-efficacy; Business; Economics; Medicine; Social psychology; Management","score_opus":0.059991204654237414,"score_gpt":0.3375858311105504,"score_spread":0.277594626456313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948294979","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":[0.99423677,0.0008828745,0.000010021049,0.00060226343,0.0016469317,0.0011525301,0.00014112605,0.000032009368,0.001295478],"genre_scores_gemma":[0.9961368,0.000117936346,0.00002309292,0.0002784929,0.0025724398,0.00011231874,0.000470722,0.00003079829,0.0002574416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695563,0.0002479678,0.00086533645,0.0008616557,0.0005015059,0.0005679038],"domain_scores_gemma":[0.9944328,0.0012031528,0.0012012725,0.0016723496,0.0014230716,0.000067354595],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032536818,0.0005468852,0.0006696346,0.00023461894,0.0020523095,0.0010870628,0.0012032149,0.00045191188,0.00015527228],"category_scores_gemma":[0.025743857,0.0003436256,0.0004079699,0.00041108995,0.0004291958,0.0005915289,0.00070975133,0.0007097776,0.0000983254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026835265,0.00019011466,0.9455093,0.000071859635,0.000017587174,8.5729835e-7,0.00030256566,0.00015745733,0.000007904369,0.0020240848,0.030515945,0.020933956],"study_design_scores_gemma":[0.00022178591,0.00003179059,0.98805726,0.00053893833,0.00018089834,7.182076e-8,0.0000045455986,0.002150242,0.000014881635,0.0051671,0.003251871,0.00038060365],"about_ca_topic_score_codex":0.895795,"about_ca_topic_score_gemma":0.95749867,"teacher_disagreement_score":0.06170369,"about_ca_system_score_codex":0.00047116505,"about_ca_system_score_gemma":0.0056561762,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W2948951363","doi":"10.3386/w26128","title":"Tax-Sheltered Retirement Accounts: Can Financial Education Improve Decisions?","year":2019,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Business; Finance; Economics; Actuarial science","score_opus":0.18202879779755782,"score_gpt":0.43885070409244514,"score_spread":0.2568219062948873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948951363","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":[0.86539704,0.00062189077,0.000021038806,0.0030090858,0.00568971,0.0034304652,0.0003332487,0.000079301135,0.12141823],"genre_scores_gemma":[0.9878244,0.00015877627,0.0004121774,0.00061805086,0.004385358,0.000298576,0.0024147294,0.00006913235,0.0038188489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.994937,0.0000799065,0.0013252008,0.0011888206,0.001854074,0.0006150005],"domain_scores_gemma":[0.99364036,0.0004175278,0.0010692376,0.0009577536,0.0038756656,0.00003946663],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036658596,0.0004420449,0.00075137673,0.0023639556,0.00029624664,0.0006137681,0.001389695,0.00049658364,0.0012929015],"category_scores_gemma":[0.0031250273,0.00047200333,0.00040594913,0.00057136244,0.00019179027,0.00081365637,0.0019344687,0.0009897625,0.0014544767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046097056,0.000755588,0.07055077,0.001007752,0.00013619845,0.0000035684334,0.000096745964,0.0031039456,0.0009763991,0.62330467,0.28948477,0.0101186205],"study_design_scores_gemma":[0.0014249497,0.000068977264,0.04846718,0.0012055535,0.00015797053,9.178207e-7,0.00013742146,0.021270884,0.00048669052,0.8728719,0.05269586,0.0012117436],"about_ca_topic_score_codex":0.009872246,"about_ca_topic_score_gemma":0.001526684,"teacher_disagreement_score":0.2495672,"about_ca_system_score_codex":0.0016363148,"about_ca_system_score_gemma":0.0035726766,"threshold_uncertainty_score":0.99977314},"labels":[],"label_agreement":null},{"id":"W2949163000","doi":"10.1257/rct.3147-1.0","title":"Welfare effects of a non-contributory old age pension: experimental evidence for Ekiti State in Nigeria","year":2019,"lang":"en","type":"preprint","venue":"AEA Randomized Controlled Trials","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Pension; Welfare; Demographic economics; State (computer science); Welfare state; Business; Economics; Political science; Computer science; Finance; Law; Market economy; Algorithm","score_opus":0.03228616867411146,"score_gpt":0.3148393669534935,"score_spread":0.2825531982793821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949163000","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":[0.9294849,0.012790304,0.0011843775,0.00038070796,0.005841088,0.049730334,0.00007173153,0.000133121,0.00038341404],"genre_scores_gemma":[0.98818654,0.00032986669,0.0002875711,0.00046954997,0.0014807059,0.007819509,0.000397136,0.00011919168,0.0009099391],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9889448,0.0016794124,0.0061043184,0.0013688008,0.0010741137,0.00082849927],"domain_scores_gemma":[0.9707761,0.019807553,0.007222587,0.0011825035,0.00096662773,0.000044639575],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.025078885,0.0011842155,0.020057678,0.0015061708,0.00018398071,0.0005778847,0.00088427996,0.0005667282,0.00043644913],"category_scores_gemma":[0.049309712,0.00088657363,0.0064625824,0.00048090628,0.00017430636,0.0007848396,0.0008392274,0.0004938494,0.00006899189],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9772772,0.00044326409,0.0025942253,0.0030731696,0.0016567245,0.000118720345,0.00035494403,0.0010023012,0.01078332,0.0012287467,0.0012144028,0.00025293362],"study_design_scores_gemma":[0.97179747,0.000067609646,0.0007424058,0.0048042233,0.0045453184,4.0646466e-7,0.00005492293,0.010425268,0.0026080771,0.0035972134,0.00032147617,0.0010356377],"about_ca_topic_score_codex":0.002282284,"about_ca_topic_score_gemma":0.00026114384,"teacher_disagreement_score":0.05870161,"about_ca_system_score_codex":0.00021082514,"about_ca_system_score_gemma":0.00022363041,"threshold_uncertainty_score":0.9993585},"labels":[],"label_agreement":null},{"id":"W2949243971","doi":"10.1080/1351847x.2019.1639526","title":"The effectiveness of smartphone apps in improving financial capability","year":2019,"lang":"en","type":"article","venue":"European Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Context (archaeology); Smartphone application; Debt; Finance; Business; Smartphone app; European union; Loan; Cash; Shock (circulatory); Internet privacy; Computer science; Multimedia; Medicine","score_opus":0.004938031433912333,"score_gpt":0.18459933238996057,"score_spread":0.17966130095604824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949243971","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":[0.9955369,0.00047034485,0.00009267954,0.000043907192,0.0006356237,0.00018635544,9.66351e-7,0.0000067961387,0.0030264265],"genre_scores_gemma":[0.9992624,0.000041600433,0.00013796684,0.00007015229,0.00037358463,0.0000010834526,0.0000013800036,0.00002115499,0.000090668276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981476,0.000259414,0.00081084616,0.0001989043,0.0003324813,0.0002507475],"domain_scores_gemma":[0.9979729,0.0002562107,0.0010216639,0.00032562908,0.00041513934,0.000008453273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00652555,0.0001605734,0.00039496666,0.00019867519,0.00009927775,0.000077753466,0.0005063357,0.000024263809,0.000028525628],"category_scores_gemma":[0.0011453837,0.000117108124,0.00019886372,0.0007062492,0.00008835595,0.00067824253,0.00015331578,0.00027924337,0.00010824046],"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":[0.0009263883,0.00013530142,0.9697083,0.00038479714,0.000008293656,0.00007877813,0.000062197134,0.0005871698,0.0071578072,0.004487845,0.00030088695,0.016162232],"study_design_scores_gemma":[0.0009642758,0.000059353086,0.98609364,0.00041973192,0.000023598384,0.0000029739308,0.00001868823,0.00038319523,0.00045965548,0.0004310004,0.011008803,0.00013510494],"about_ca_topic_score_codex":0.00009361264,"about_ca_topic_score_gemma":0.000045260054,"teacher_disagreement_score":0.016385315,"about_ca_system_score_codex":0.000049757466,"about_ca_system_score_gemma":0.000058874553,"threshold_uncertainty_score":0.47755307},"labels":[],"label_agreement":null},{"id":"W2949244487","doi":"10.3138/jvme.1117-156r1","title":"Integrating Individual Student Advising into Financial Education to Optimize Financial Literacy in Veterinary Students","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Curriculum; Medical education; Finance; Psychological intervention; Psychology; Professional development; Debt; Position (finance); Faculty development; Business; Medicine; Pedagogy","score_opus":0.022977649687635417,"score_gpt":0.3629770048587186,"score_spread":0.33999935517108315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949244487","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":[0.9927299,0.0002929871,0.00008573464,0.0008522016,0.0052138637,0.00048030185,8.57577e-7,0.000020333428,0.0003238189],"genre_scores_gemma":[0.98707926,0.000031850832,0.0042404165,0.004864332,0.0035292637,0.00003737132,0.000048751488,0.000035353827,0.00013341519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957792,0.00011510343,0.0014925227,0.00041743703,0.0018062381,0.0003895048],"domain_scores_gemma":[0.9977452,0.000101037505,0.00095687166,0.00030630638,0.00076308777,0.00012747692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021420703,0.00033422856,0.00059636275,0.0014352762,0.00015096943,0.00044917106,0.0010173826,0.00019920379,0.0007621073],"category_scores_gemma":[0.002916252,0.00031294144,0.0002138663,0.0012541794,0.00004332867,0.0023728025,0.0005319469,0.000645269,0.0001620535],"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":[0.0010249404,0.004105655,0.7252186,0.00047834433,0.000027375007,0.00013282627,0.005018657,0.00011139734,0.001728835,0.0007872101,0.005155608,0.25621057],"study_design_scores_gemma":[0.0013350012,0.00078124023,0.93438417,0.0029944556,0.000091841306,0.00009528648,0.0008707868,0.00033952628,0.000011199379,0.0006230938,0.05803064,0.00044278818],"about_ca_topic_score_codex":0.00037596983,"about_ca_topic_score_gemma":0.00003473093,"teacher_disagreement_score":0.2557678,"about_ca_system_score_codex":0.00037912297,"about_ca_system_score_gemma":0.0016529963,"threshold_uncertainty_score":0.9999323},"labels":[],"label_agreement":null},{"id":"W2949328832","doi":"","title":"Cash Withdrawal Symptoms | Bulletin – June Quarter 2019","year":2019,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History","score_opus":0.005062705297370162,"score_gpt":0.19089180049011778,"score_spread":0.18582909519274762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949328832","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":[0.6652458,0.0004404683,0.00005973971,0.30633554,0.0032547323,0.0017857971,0.00004276902,0.0006093227,0.022225853],"genre_scores_gemma":[0.99199927,0.000020171236,0.00027497558,0.0032037275,0.0012082203,0.00002682985,0.00021149871,0.00009976588,0.0029555473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648124,0.00003814436,0.001019931,0.0008347543,0.000894566,0.0007313422],"domain_scores_gemma":[0.9976975,0.00009831755,0.00074130076,0.0009507406,0.00046309378,0.000049065708],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066674076,0.00054043636,0.0008319652,0.0006256786,0.00017849902,0.00022101213,0.00068488484,0.00019498976,0.023760201],"category_scores_gemma":[0.0001149416,0.0005171229,0.00042288942,0.00074382365,0.00014731634,0.00038985143,0.00039268655,0.00032512064,0.04179352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020625023,0.00026963896,0.061867643,0.000250757,0.00006274178,0.000019157409,0.00009800938,0.000104786275,0.0019261489,0.0040526916,0.9311143,0.00002787268],"study_design_scores_gemma":[0.001320194,0.000063157844,0.02693231,0.00020504551,0.00017605566,0.00000539162,0.000070819944,0.00051292154,0.00016740341,0.00018926537,0.969689,0.00066844677],"about_ca_topic_score_codex":0.0007474751,"about_ca_topic_score_gemma":0.00007543926,"teacher_disagreement_score":0.3267535,"about_ca_system_score_codex":0.000049137878,"about_ca_system_score_gemma":0.00003305576,"threshold_uncertainty_score":0.999728},"labels":[],"label_agreement":null},{"id":"W2951973704","doi":"10.32721/ctj.2019.67.2.berger","title":"An Empirical Analysis of the Displacement Effect of TFSAs on RRSPs","year":2019,"lang":"en","type":"article","venue":"Canadian Tax Journal/Revue fiscale canadienne","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Sample (material); Government (linguistics); Economics; Revenue; Empirical evidence; Public economics; Empirical research; Tax revenue; Actuarial science; Demographic economics; Econometrics; Accounting; Statistics","score_opus":0.007209142131944632,"score_gpt":0.21571040375735767,"score_spread":0.20850126162541305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951973704","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":[0.9943726,0.00005715207,0.000007558648,0.0021063052,0.0007222251,0.00037968426,0.000103124476,0.000009516351,0.0022418078],"genre_scores_gemma":[0.99611044,0.000005050037,0.000022252081,0.00092243974,0.00043972026,0.000008191033,0.00008377869,0.000038440532,0.002369687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975502,0.000116052,0.0007666377,0.00042158208,0.00038208338,0.0007634719],"domain_scores_gemma":[0.99739814,0.00011959538,0.0008697713,0.0009538365,0.00039253067,0.00026612295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012321535,0.00033064728,0.0008663601,0.0019195082,0.000284558,0.00012974205,0.000889841,0.00015100371,0.0023505734],"category_scores_gemma":[0.0003530337,0.00024805267,0.00067051576,0.0032225023,0.00010042846,0.00046077053,0.000065014785,0.00040630705,0.000066343506],"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":[0.00006583648,0.000039502487,0.98576677,0.00011517736,0.00027050974,0.000032492284,0.00017043597,0.002863414,0.00029153714,0.0005895028,0.009177917,0.00061689585],"study_design_scores_gemma":[0.0008168787,0.0002470512,0.92788786,0.0002694155,0.0027184593,0.00000943428,0.00013818294,0.016217295,0.0002388042,0.00016914618,0.050827194,0.00046030633],"about_ca_topic_score_codex":0.1618896,"about_ca_topic_score_gemma":0.81384665,"teacher_disagreement_score":0.6519571,"about_ca_system_score_codex":0.00054145255,"about_ca_system_score_gemma":0.0001872906,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W2952767927","doi":"10.20381/ruor-23554","title":"How Financial Literacy Impacts Financial Decisions for Business Owners of Both Genders in Canada","year":2019,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Business; Finance","score_opus":0.03526193818193458,"score_gpt":0.2727738144769518,"score_spread":0.23751187629501724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952767927","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":[0.99451894,0.0000985362,0.00008020001,0.000401237,0.00060449477,0.0011077684,0.0002114745,0.00001363222,0.0029637327],"genre_scores_gemma":[0.9864673,0.00013371123,0.00048806582,0.000061925246,0.00026626137,0.000004182942,0.0027711901,0.000050988416,0.0097563835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965087,0.000057979258,0.0004494114,0.0006604942,0.0015320355,0.0007913361],"domain_scores_gemma":[0.99523693,0.00040582253,0.00077821844,0.0005443275,0.0029819973,0.000052690924],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010161634,0.00035158487,0.00089404866,0.002537219,0.0003708398,0.0001382418,0.0010854022,0.0003198581,0.0002313026],"category_scores_gemma":[0.0032404973,0.0004042604,0.00031141823,0.0032751427,0.000119319724,0.0015081149,0.00022432089,0.0005186473,0.000015267087],"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":[0.0011199934,0.00051620504,0.80778885,0.0069117104,0.000117172305,0.00026840568,0.001568555,0.00035272242,0.0014961895,0.02638589,0.12759268,0.025881628],"study_design_scores_gemma":[0.0015975295,0.000041156138,0.88166463,0.00088480354,0.00012625186,2.622469e-7,0.0025965816,0.0016615769,0.0000399377,0.0006778916,0.110218,0.00049134175],"about_ca_topic_score_codex":0.6595108,"about_ca_topic_score_gemma":0.96162164,"teacher_disagreement_score":0.30211085,"about_ca_system_score_codex":0.0006430767,"about_ca_system_score_gemma":0.004372178,"threshold_uncertainty_score":0.9998409},"labels":[],"label_agreement":null},{"id":"W2952951591","doi":"","title":"12 Steps to Financial Success: Empowering At-Risk Adults","year":2016,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Financial risk; Finance","score_opus":0.010631225427622773,"score_gpt":0.24773339582153267,"score_spread":0.2371021703939099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952951591","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":[0.9839545,0.000046725814,0.00013473991,0.007474623,0.00027409257,0.00026973744,0.00023247206,0.00008461215,0.0075285044],"genre_scores_gemma":[0.9948284,0.000065996355,0.00009335037,0.0034653258,0.0009760891,0.000024040613,0.000047713216,0.000017812044,0.00048126245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980243,0.000024226105,0.000459925,0.00044405236,0.00031290177,0.0007346363],"domain_scores_gemma":[0.9990385,0.00006184018,0.00020648936,0.0003417774,0.00025270943,0.00009869196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026429884,0.00024970435,0.00027303534,0.0006474486,0.00032816804,0.00031414375,0.0002998516,0.00010416513,0.00016190234],"category_scores_gemma":[0.0018687338,0.0002195896,0.00009419269,0.00085300644,0.00015595873,0.0010388384,0.00048864016,0.000073207106,0.00025970317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017575676,0.000034749988,0.70653456,0.000025052163,0.0000056650683,0.0000036436672,0.000061965206,0.000003981847,0.000005369575,0.2869039,0.003033261,0.0033703165],"study_design_scores_gemma":[0.00093118096,0.000014157285,0.87202907,0.00008807814,0.000029713066,0.000002243649,0.00006900139,0.00053199066,0.000006958221,0.007227856,0.1187557,0.00031406977],"about_ca_topic_score_codex":0.044579428,"about_ca_topic_score_gemma":0.011987982,"teacher_disagreement_score":0.27967602,"about_ca_system_score_codex":0.0004889149,"about_ca_system_score_gemma":0.0001886373,"threshold_uncertainty_score":0.9617828},"labels":[],"label_agreement":null},{"id":"W2953949039","doi":"10.5089/9781451864229.001","title":"Is Housing Wealth An 'ATM'? the Relationship Between Household Wealth, Home Equity withdrawal, and Saving Rates","year":2006,"lang":"en","type":"article","venue":"IMF Working Paper","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Home equity; Liberian dollar; Equity (law); Economics; Collateral; Net worth; Order (exchange); Wealth effect; Liberalization; Personal income; Cash; Cash flow; Labour economics; Demographic economics; Business; Monetary economics; Finance; Market economy; Macroeconomics; Debt","score_opus":0.06168519591580176,"score_gpt":0.29281442196172675,"score_spread":0.23112922604592498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953949039","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":[0.9945246,0.00052289246,0.000049098882,0.0017408998,0.00025206694,0.00028712346,0.0000037744983,0.00022766058,0.0023918767],"genre_scores_gemma":[0.993815,0.000017987802,0.00031027172,0.002572263,0.00285853,0.000011956814,0.000069332404,0.00007422624,0.0002704199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770427,0.00006295996,0.00057801226,0.00055444037,0.00050963135,0.0005906711],"domain_scores_gemma":[0.9985416,0.00033559956,0.00046663373,0.0005280443,0.00009750598,0.00003061005],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011793873,0.0003243966,0.00036514105,0.00026370666,0.0015692707,0.001149424,0.00034842006,0.0001356421,0.00008125508],"category_scores_gemma":[0.000121291814,0.00025869798,0.000110464665,0.0010733422,0.00014231738,0.0015076364,0.00032884852,0.00036164242,0.000055512704],"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":[0.000014177592,0.000027667982,0.9927323,0.00006142894,0.000008504261,0.0000040353334,0.00012895044,0.000058495814,0.00008481,0.004050513,0.0012658422,0.0015633105],"study_design_scores_gemma":[0.00031387864,0.000008789361,0.9768809,0.00022822006,0.00016940723,9.671867e-7,0.00009175565,0.00033334194,0.0000088355055,0.006946783,0.014669881,0.0003472154],"about_ca_topic_score_codex":0.0038686886,"about_ca_topic_score_gemma":0.0018153171,"teacher_disagreement_score":0.01585134,"about_ca_system_score_codex":0.00007988175,"about_ca_system_score_gemma":0.000040097053,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2955825319","doi":"","title":"Asset allocation policy, returns and expenses of superannuation funds : recent evidence based on default options","year":2014,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Asset allocation; Business; Global assets under management; Finance; Asset (computer security); Investment (military); Economics; Institutional investor; Monetary economics; Portfolio","score_opus":0.04589236440863487,"score_gpt":0.3147461788191522,"score_spread":0.2688538144105173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955825319","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":[0.9900024,0.000043117718,0.000014245305,0.0021253396,0.0000663452,0.0003082193,0.0000037462776,0.000023095063,0.007413493],"genre_scores_gemma":[0.99725455,0.0013890559,0.00024998063,0.00051356736,0.0002930243,0.000043677133,0.00006875114,0.000020310792,0.00016711034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846274,0.000101964004,0.0004297214,0.00039382192,0.00030382874,0.0003079487],"domain_scores_gemma":[0.99848324,0.00050198403,0.00017176745,0.00043201123,0.00038561132,0.00002535734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020627957,0.00013872773,0.00023228774,0.0009106739,0.00017277575,0.00015737048,0.0002095521,0.00008775377,0.000115548355],"category_scores_gemma":[0.0031267616,0.00014276327,0.000059182985,0.0005451341,0.00012450344,0.0008118821,0.000113931215,0.00018125909,0.00001627613],"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":[0.0003727285,0.00034016074,0.81348604,0.00032489758,0.000019822379,0.0000025959437,0.00026495705,0.0127547765,0.005343994,0.022202877,0.00040158405,0.14448558],"study_design_scores_gemma":[0.0008404287,0.00012682499,0.64326674,0.00054480217,0.000029133718,6.0703223e-7,0.00039335358,0.32470638,0.00057440856,0.0013105525,0.02784169,0.00036506806],"about_ca_topic_score_codex":0.0006489391,"about_ca_topic_score_gemma":0.0009659605,"teacher_disagreement_score":0.3119516,"about_ca_system_score_codex":0.00020574882,"about_ca_system_score_gemma":0.0001007085,"threshold_uncertainty_score":0.58217174},"labels":[],"label_agreement":null},{"id":"W2962097248","doi":"10.1093/oxrep/grz011","title":"Inequality and market concentration, when shareholding is more skewed than consumption","year":2019,"lang":"en","type":"article","venue":"Oxford Review of Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Inequality; Equity (law); Consumption (sociology); Shareholder; Consumer Expenditure Survey; Distribution (mathematics); Monopoly; Survey data collection; Monetary economics; Market economy; Public economics; Corporate governance; Finance; Aggregate expenditure","score_opus":0.022855494870368413,"score_gpt":0.2808373985764787,"score_spread":0.2579819037061103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962097248","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":[0.9778164,0.005164447,0.0000040792643,0.001967569,0.00014398112,0.0006206014,0.00003303404,0.000032062413,0.01421785],"genre_scores_gemma":[0.9648025,0.02380061,0.00014709363,0.00942205,0.0006328795,0.000020245621,0.00017511538,0.000027033295,0.0009724795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864626,0.000022450085,0.0006827793,0.00031948916,0.00010658282,0.00022244231],"domain_scores_gemma":[0.9988097,0.00003999961,0.00068346015,0.0003572161,0.000089951296,0.00001965676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057416456,0.00018952116,0.0005261851,0.00014782637,0.00006780968,0.000095300966,0.00018858239,0.000052641535,0.0045288075],"category_scores_gemma":[0.00014904886,0.00017955514,0.0001484389,0.00013775282,0.000056653622,0.0009723143,0.00014736176,0.00006546928,0.00019596811],"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":[0.000015152986,0.000015737729,0.9566805,0.0066318614,0.00002259628,3.6944957e-7,0.000056948615,9.44121e-7,0.000049555514,0.022930542,0.010869727,0.0027261046],"study_design_scores_gemma":[0.0008939849,0.000014726425,0.5533541,0.00514826,0.0002328028,0.0000025435397,0.000029321594,0.0039925845,0.000053855,0.0033437335,0.43241078,0.00052332925],"about_ca_topic_score_codex":0.0007325748,"about_ca_topic_score_gemma":0.000039613315,"teacher_disagreement_score":0.42154106,"about_ca_system_score_codex":0.00008873985,"about_ca_system_score_gemma":0.000052649233,"threshold_uncertainty_score":0.99638116},"labels":[],"label_agreement":null},{"id":"W2963758540","doi":"10.1093/socpro/spz023","title":"The Varying Effects of Incarceration, Conviction, and Arrest on Wealth Outcomes among Young Adults","year":2019,"lang":"en","type":"article","venue":"Social Problems","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":35,"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":"National Longitudinal Surveys; Debt; Criminal justice; Earnings; Demographic economics; Asset (computer security); Net worth; Conviction; Young adult; Panel Study of Income Dynamics; Affect (linguistics); Economics; Demography; Psychology; Criminology; Political science; Finance; Sociology; Developmental psychology","score_opus":0.004750432773805973,"score_gpt":0.2040385040014203,"score_spread":0.19928807122761433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963758540","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":[0.9928802,0.00006098627,0.000010356778,0.00037190464,0.0006270183,0.00067014876,9.89055e-7,0.000047329955,0.005331051],"genre_scores_gemma":[0.9981987,0.000025502975,0.0000070646147,0.00038833555,0.00042805856,0.000028083363,0.000021647875,0.000019374886,0.00088322465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988464,0.000028628478,0.000341811,0.00024067055,0.00032316835,0.00021933005],"domain_scores_gemma":[0.9990686,0.00013574972,0.00038681083,0.00015384446,0.0002437507,0.000011201912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039535802,0.0001549659,0.00024902818,0.000114199065,0.0006599147,0.0001866958,0.0001314198,0.00006970874,0.000036309324],"category_scores_gemma":[0.00021383404,0.00011537831,0.00007961589,0.0004176396,0.00009253451,0.0005043769,0.00008530933,0.00012783802,0.000058502606],"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":[0.00002997011,0.000028284361,0.98610127,0.00036892135,0.00001955957,4.70236e-7,0.00049622485,0.0000277705,0.000087627566,0.011060307,0.0012258064,0.00055378006],"study_design_scores_gemma":[0.0007793624,0.000021349246,0.9922135,0.00012948462,0.000057758592,6.110931e-8,0.0001292689,0.0023075459,0.000019188554,0.0023735191,0.0018125053,0.00015645873],"about_ca_topic_score_codex":0.0030795215,"about_ca_topic_score_gemma":0.0011257273,"teacher_disagreement_score":0.008686787,"about_ca_system_score_codex":0.00003310274,"about_ca_system_score_gemma":0.000019466463,"threshold_uncertainty_score":0.50755966},"labels":[],"label_agreement":null},{"id":"W2964710737","doi":"10.1002/cfp2.1049","title":"Success and satisfaction of women in financial planning","year":2019,"lang":"en","type":"article","venue":"Financial Planning Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centennial College","funders":"","keywords":"Feeling; Certification; Financial plan; Psychology; Personality; Big Five personality traits; Planner; Gender diversity; Finance; Public relations; Social psychology; Business; Management; Political science; Economics","score_opus":0.013072638850271434,"score_gpt":0.2516841919152351,"score_spread":0.23861155306496368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964710737","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":[0.98458713,0.013316115,0.000009712376,0.00006164857,0.0003279832,0.0005116598,0.0000041077164,0.00004164033,0.0011400197],"genre_scores_gemma":[0.99754024,0.00050380855,0.00007747368,0.0012919508,0.00036867423,0.00003944414,0.000044329532,0.000024113155,0.0001099627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979115,0.000026654128,0.00074458856,0.00042714996,0.0003413219,0.00054879446],"domain_scores_gemma":[0.9989582,0.00006886181,0.000556159,0.00026072946,0.00013085225,0.000025236826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012356672,0.00026833903,0.0008861839,0.0003989728,0.00009499838,0.00006876478,0.00019260736,0.000117573014,0.00031552193],"category_scores_gemma":[0.0009594986,0.000264069,0.00010797462,0.0010786047,0.00004116163,0.0009882059,0.00015615288,0.00023747556,0.00012889085],"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":[0.000051410276,0.000021696113,0.98890394,0.0035507008,0.0000029732971,0.000017962693,0.000114821,0.0000622578,0.00007518037,0.0011486679,0.0012905428,0.004759829],"study_design_scores_gemma":[0.00043251962,0.000025261985,0.9544139,0.0075584203,0.00004746108,0.0000016945938,0.000014552754,0.00023243287,0.000007687779,0.00049607945,0.036476944,0.00029302834],"about_ca_topic_score_codex":0.00093036104,"about_ca_topic_score_gemma":0.00008815856,"teacher_disagreement_score":0.0351864,"about_ca_system_score_codex":0.000110305475,"about_ca_system_score_gemma":0.000083760744,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W2966312837","doi":"10.5465/ambpp.2019.12605symposium","title":"The Psychology of Employee Financial Vulnerability and Its Effects on Organizational Behavior","year":2019,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada); University of Toronto","funders":"","keywords":"Vulnerability (computing); Affect (linguistics); Public relations; Psychology; Sociology; Social psychology; Political science","score_opus":0.01185505325905683,"score_gpt":0.26072193778323993,"score_spread":0.2488668845241831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966312837","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":[0.9946389,0.0000912106,0.0000018310883,0.000677012,0.00012387864,0.00085922756,0.0000014962162,0.00004044506,0.0035659673],"genre_scores_gemma":[0.99750996,0.000075153854,0.0000854789,0.0015564669,0.00019240484,0.000047322133,0.000006211706,0.000023907776,0.00050312455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982763,0.000007659604,0.0004937517,0.00044159667,0.0005153617,0.000265345],"domain_scores_gemma":[0.9991251,0.00007511744,0.00045852418,0.000107932785,0.00022018154,0.000013109284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241797,0.00021036877,0.0003148486,0.00027843085,0.00017375886,0.000059858645,0.00042233034,0.00011978824,0.00010097039],"category_scores_gemma":[0.00023227412,0.00016734758,0.0000806085,0.0007751841,0.00008489929,0.00057284185,0.0003316571,0.00019141502,0.00009373822],"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":[0.00009922737,0.000084695675,0.76902336,0.00069885864,0.000020840194,5.0483635e-7,0.000019368956,0.0000015151949,0.0018298273,0.22356936,0.0026419915,0.002010459],"study_design_scores_gemma":[0.0006745586,0.000045588855,0.9799851,0.00010624637,0.0001883614,3.611515e-7,0.000015928072,0.00009453501,0.0016647758,0.0050636483,0.0119852135,0.00017568588],"about_ca_topic_score_codex":0.000006725629,"about_ca_topic_score_gemma":7.7291907e-7,"teacher_disagreement_score":0.21850573,"about_ca_system_score_codex":0.000018130866,"about_ca_system_score_gemma":0.0000049202426,"threshold_uncertainty_score":0.68242365},"labels":[],"label_agreement":null},{"id":"W2966526135","doi":"10.2139/ssrn.2392278","title":"Mainstream Finance: Why Don't the Poor Participate? Evidence from Bank Branching Deregulation in the United States","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Financial inclusion; Unbanked; Deregulation; Mainstream; Debt; Financial system; Household debt; Financial services; Economics; Financial fragility; Business; Finance; Financial crisis; Market economy; Macroeconomics; Political science","score_opus":0.014582671164525905,"score_gpt":0.23506093302768266,"score_spread":0.22047826186315675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966526135","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":[0.9894639,0.000804005,0.0024301196,0.006858186,0.00014066756,0.00018700799,8.277797e-7,0.000027117308,0.00008814795],"genre_scores_gemma":[0.99429446,0.00082219066,0.000033840213,0.0036225074,0.0010583337,0.000014053437,0.00005813792,0.000022429303,0.00007401938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972022,0.000196434,0.00048730863,0.00026261806,0.00052087,0.0013305425],"domain_scores_gemma":[0.9987217,0.0003410547,0.00043463823,0.00032277065,0.0001704712,0.000009333697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004121113,0.0002204233,0.00022155007,0.0002753579,0.00062343513,0.00057311566,0.00064140913,0.000060293947,0.000086775675],"category_scores_gemma":[0.00046790988,0.00013217579,0.00012995143,0.001203686,0.00006462969,0.0012318757,0.000076729266,0.0010067973,0.000058249007],"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":[0.00023038166,0.00014593168,0.86256826,0.00002944088,0.000075394724,0.000008248617,0.0013555262,0.015196738,0.0003070964,0.098687,0.002625843,0.01877012],"study_design_scores_gemma":[0.0011283036,0.00007043128,0.3879915,0.00042022584,0.00034732887,0.000013520751,0.0023494416,0.18812647,0.000046265828,0.37801012,0.041011747,0.00048465433],"about_ca_topic_score_codex":0.008901679,"about_ca_topic_score_gemma":0.021626279,"teacher_disagreement_score":0.4745768,"about_ca_system_score_codex":0.00020383371,"about_ca_system_score_gemma":0.00013498643,"threshold_uncertainty_score":0.9976981},"labels":[],"label_agreement":null},{"id":"W2968714580","doi":"","title":"Who Benefits from Tax-Preferred Savings Accounts?","year":2018,"lang":"en","type":"article","venue":"Cahiers de recherche","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Savings account; Yield (engineering); Tax credit; Econometrics; Labour economics; Income tax; Demographic economics; Public economics; Finance","score_opus":0.10590297661449233,"score_gpt":0.31006040748367847,"score_spread":0.20415743086918614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968714580","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":[0.9607813,0.00035104674,0.0003501714,0.0004326472,0.0005656076,0.0002116955,0.000016796952,0.00021979379,0.03707098],"genre_scores_gemma":[0.9676702,0.00012417744,0.005700097,0.00976996,0.005017224,0.000035844714,0.00019143034,0.00011316366,0.011377894],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794596,0.00010995961,0.00039486194,0.0005784865,0.00039370463,0.0005770175],"domain_scores_gemma":[0.99829245,0.0002709471,0.00029047177,0.0006079689,0.00049622916,0.000041941945],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019369861,0.00032280732,0.00038843122,0.00031659094,0.00034152973,0.00043588327,0.00062107004,0.0007257496,0.0018510931],"category_scores_gemma":[0.0023668362,0.00031852294,0.00019805043,0.0012718996,0.00025345097,0.0011967228,0.000190042,0.0007528062,0.0020350842],"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":[0.0004977502,0.00028855845,0.63988835,0.0002101242,0.00024084203,0.000049990278,0.0032180096,0.000032385582,0.013552358,0.033876367,0.20454957,0.1035957],"study_design_scores_gemma":[0.001512028,0.00004256996,0.34135604,0.00043417013,0.00064975675,0.0000023785367,0.00054454216,0.008198277,0.002955713,0.047244467,0.5956231,0.0014369478],"about_ca_topic_score_codex":0.0022799724,"about_ca_topic_score_gemma":0.00064819836,"teacher_disagreement_score":0.39107352,"about_ca_system_score_codex":0.0005277285,"about_ca_system_score_gemma":0.00007408339,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W2969891602","doi":"","title":"The Canadian Task Force on Financial Literacy: Consulting without Listening","year":2011,"lang":"en","type":"article","venue":"CBS Research Portal (Copenhagen Business School)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Active listening; Task force; Financial literacy; Task (project management); Business; Literacy; Finance; Accounting; Psychology; Economics; Political science; Management; Pedagogy; Public administration; Communication","score_opus":0.05273417840116477,"score_gpt":0.3035415676567327,"score_spread":0.2508073892555679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969891602","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":[0.73322225,0.00064918183,0.000029441393,0.0007433191,0.0009928097,0.0015574378,0.000023093853,0.00021154711,0.26257095],"genre_scores_gemma":[0.97670054,0.000038452657,0.00030047787,0.0014013026,0.0018273218,0.00017763628,0.00017017471,0.00011937469,0.019264715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99431944,0.00013958871,0.00095100695,0.0010044338,0.001666933,0.0019186159],"domain_scores_gemma":[0.9941088,0.00021955193,0.00044689444,0.0011372581,0.003843454,0.00024405113],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003990894,0.0005312042,0.0005337566,0.0011370874,0.004485907,0.0028134705,0.0015267078,0.0002511526,0.00678299],"category_scores_gemma":[0.008142199,0.0004134627,0.00021055955,0.0040702373,0.00047621215,0.0027263209,0.0006173645,0.0011154417,0.011074764],"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":[0.0012573302,0.00036142961,0.6123268,0.00049104786,0.00012855238,0.0021262588,0.0008958292,0.0000732118,0.0014091808,0.047176503,0.31781712,0.015936734],"study_design_scores_gemma":[0.0010036147,0.00004535866,0.64586353,0.00053902296,0.00009675623,0.000012411753,0.00028689,0.002121873,0.0002448416,0.0016038045,0.3472562,0.0009256549],"about_ca_topic_score_codex":0.19337413,"about_ca_topic_score_gemma":0.24159667,"teacher_disagreement_score":0.24347833,"about_ca_system_score_codex":0.00024036717,"about_ca_system_score_gemma":0.0012441906,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W2972312142","doi":"10.1257/pol.20180227","title":"Long-Term Care Insurance: Information Frictions and Selection","year":2020,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université Laval; Université de Montréal; HEC Montréal","funders":"HEC Montréal; KU Leuven; Fondation du Risque; Agence Nationale de la Recherche","keywords":"Welfare; Term (time); Selection (genetic algorithm); Economics; Actuarial science; Long-term care insurance; General equilibrium theory; Adverse selection; Deadweight loss; Health insurance; Microeconomics; Health care; Long-term care; Computer science; Medicine","score_opus":0.00680075532053758,"score_gpt":0.22605241644478996,"score_spread":0.21925166112425237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972312142","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":[0.9936599,0.00006213582,0.000096243784,0.0019273785,0.00021580899,0.00012830646,0.000019851119,0.00006580523,0.0038245507],"genre_scores_gemma":[0.99034,0.00027205664,0.000086610504,0.0053735925,0.003840401,0.000007272915,0.000037079244,0.000022410588,0.00002060522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988167,0.0000125183815,0.00059416913,0.00021575933,0.000054536496,0.00030626022],"domain_scores_gemma":[0.99888724,0.000017889604,0.0008653583,0.00009566952,0.000064719665,0.00006909548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011610478,0.00020708171,0.00034480766,0.00052410044,0.00038148396,0.000633651,0.00019437223,0.00003953258,0.00033350466],"category_scores_gemma":[0.00005245598,0.000228612,0.00013445797,0.0002343584,0.00010656256,0.0038706285,0.00009902697,0.00020911392,0.0013087],"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":[0.00004366868,0.000006151073,0.96623677,0.00003489427,0.00003665485,0.0000011456603,0.00051917817,0.0014939716,0.000020063819,0.003009931,0.0023912368,0.026206313],"study_design_scores_gemma":[0.0006697221,0.000048000496,0.95345026,0.000016849917,0.00006788897,0.00003762074,0.0006217453,0.0071583395,0.000010738639,0.00023613857,0.037328046,0.00035466647],"about_ca_topic_score_codex":0.003608072,"about_ca_topic_score_gemma":0.00043099574,"teacher_disagreement_score":0.034936808,"about_ca_system_score_codex":0.0005241227,"about_ca_system_score_gemma":0.00018827301,"threshold_uncertainty_score":0.9994689},"labels":[],"label_agreement":null},{"id":"W2972372300","doi":"10.1093/restud/rdac081","title":"Save, Spend, or Give? A Model of Housing, Family Insurance, and Savings in Old Age","year":2022,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Asset (computer security); Novelty; Economics; Labour economics; Health and Retirement Study; Demographic economics; Business; Medicine; Psychology; Gerontology","score_opus":0.06906975802552494,"score_gpt":0.292155048627621,"score_spread":0.22308529060209603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972372300","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":[0.919499,0.07808647,5.062852e-7,0.00022398443,0.00007998471,0.0003413805,0.00001219531,0.000008526367,0.0017479825],"genre_scores_gemma":[0.9117982,0.08629599,0.00006927429,0.001308876,0.00006477765,0.000042537045,0.0000047440567,0.000014658948,0.00040097555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989055,0.000025562278,0.0006314263,0.00018512488,0.00010989847,0.0001425251],"domain_scores_gemma":[0.9990202,0.000085737534,0.0005907387,0.0002487601,0.000050864015,0.0000037035907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009212488,0.0001478361,0.00074509013,0.00015997242,0.00013363636,0.000013945938,0.00024499866,0.000011016646,0.000090617184],"category_scores_gemma":[0.00012726105,0.00010373568,0.000114783856,0.00027710816,0.00012545713,0.00023496363,0.0006241941,0.0000811795,0.000008551235],"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":[0.00033301313,0.00026020184,0.87977374,0.03144518,0.0004298699,0.000020161056,0.002127211,0.0033156227,0.0003185437,0.04290395,0.02465028,0.014422238],"study_design_scores_gemma":[0.0053697214,0.00021658842,0.69557005,0.028849022,0.0027214298,0.0000075069615,0.008342615,0.03975417,0.000057809215,0.027735056,0.1889196,0.0024564103],"about_ca_topic_score_codex":0.00068786816,"about_ca_topic_score_gemma":0.00043205018,"teacher_disagreement_score":0.18420368,"about_ca_system_score_codex":0.00005757237,"about_ca_system_score_gemma":0.000019927658,"threshold_uncertainty_score":0.42302182},"labels":[],"label_agreement":null},{"id":"W2972921229","doi":"10.2139/ssrn.3453293","title":"Experimental Evidence on the Impact of Replacing the Incurred Credit Loss Model of Bank Loan Loss Provisions with the International or US Accounting Standards Boards’ Expected Credit Loss Models","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McMaster University; York University","funders":"","keywords":"Loan; Business; Accounting; Actuarial science; Finance","score_opus":0.020271551323008632,"score_gpt":0.27764168632823766,"score_spread":0.25737013500522904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972921229","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":[0.99533504,0.00043585876,0.0016646868,0.0010963809,0.00022382961,0.0006018328,0.000024704947,0.000029457413,0.0005881939],"genre_scores_gemma":[0.99839133,0.00014366243,0.000032603886,0.00018818527,0.0008055862,0.0000230396,0.0000128052325,0.00005229408,0.00035049304],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99551755,0.00008519871,0.0007816285,0.00042399648,0.0020029142,0.0011887071],"domain_scores_gemma":[0.99626064,0.00033500485,0.0013903198,0.0006917062,0.0013007557,0.000021585483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038139878,0.00039501948,0.0004645648,0.0002957747,0.00060582976,0.00045648526,0.0015175869,0.000082519546,0.0003543512],"category_scores_gemma":[0.00050661014,0.00017778492,0.00039942327,0.0008156122,0.00024662257,0.0021707795,0.00036415955,0.0012562247,0.000012156403],"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":[0.019960402,0.0015937943,0.4151923,0.00024082421,0.0029728306,0.00006016331,0.0061434414,0.33650526,0.034763183,0.16962983,0.011069933,0.0018680114],"study_design_scores_gemma":[0.004443184,0.0013772966,0.011220931,0.0024200587,0.00075459905,0.00022263205,0.010432299,0.9384934,0.0046054,0.024334677,0.00045483065,0.0012407425],"about_ca_topic_score_codex":0.0010199125,"about_ca_topic_score_gemma":0.00047262886,"teacher_disagreement_score":0.6019881,"about_ca_system_score_codex":0.001031793,"about_ca_system_score_gemma":0.0019461582,"threshold_uncertainty_score":0.7249859},"labels":[],"label_agreement":null},{"id":"W2972976611","doi":"10.3386/w26604","title":"Who Bears the Welfare Costs of Monopoly? The Case of the Credit Card Industry","year":2020,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"Washington Center for Equitable Growth; University of Saskatchewan; National Science Foundation","keywords":"Credit card; Monopoly; Welfare; Business; ATM card; Commerce; Credit card interest; Consumer welfare; Industrial organization; Economics; Microeconomics; Market economy; Finance; Payment","score_opus":0.17271006821722337,"score_gpt":0.4150381940901516,"score_spread":0.2423281258729282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972976611","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":[0.9420787,0.00029325,8.6758575e-7,0.020183261,0.00049358694,0.0010825197,0.0001935758,0.000010780751,0.035663456],"genre_scores_gemma":[0.99812037,0.00003062667,0.000017767354,0.00018337624,0.0010648605,0.000055519202,0.000121556994,0.000027205318,0.00037869805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973669,0.00015920421,0.0008339115,0.00043001954,0.00094330346,0.00026667616],"domain_scores_gemma":[0.9960366,0.0005552013,0.00092821807,0.00077833276,0.0016853488,0.00001628501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003055795,0.00021640626,0.0004774059,0.0003932617,0.00038368534,0.00015373116,0.0016661682,0.00034476985,0.00044977767],"category_scores_gemma":[0.0014343808,0.00013263551,0.00039348143,0.0006202776,0.0006250714,0.00023700928,0.002321442,0.0015183254,0.000032938085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014936266,0.000093102666,0.06542781,0.0005195979,0.0003141354,0.000016926033,0.00025637625,0.008598016,0.00013235155,0.8678981,0.055639897,0.0009542993],"study_design_scores_gemma":[0.002069919,0.00008841185,0.20055655,0.0015214037,0.0008598911,0.000029934801,0.0045872056,0.12041865,0.0018998048,0.62636244,0.040417004,0.0011887982],"about_ca_topic_score_codex":0.022686005,"about_ca_topic_score_gemma":0.0015019102,"teacher_disagreement_score":0.2415357,"about_ca_system_score_codex":0.0002734207,"about_ca_system_score_gemma":0.00045131068,"threshold_uncertainty_score":0.983822},"labels":[],"label_agreement":null},{"id":"W2973064063","doi":"","title":"More Knowledge, More Experience, Less Debt? The Mediating Role of Money Management on the Effects of Financial Knowledge and Experience on Consumer Debt","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assumption University","funders":"","keywords":"Consumer debt; Debt; Finance; Business; Financial management; Recourse debt; Internal debt; Debt-to-GDP ratio; Economics; Financial system","score_opus":0.006975735092151035,"score_gpt":0.2434973483377942,"score_spread":0.23652161324564316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973064063","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":[0.99253803,0.0031802086,0.000038498678,0.00013915969,0.0003164488,0.00039213785,0.0000010895234,0.000018388893,0.0033760313],"genre_scores_gemma":[0.9978419,0.00070680707,0.000020501619,0.00031772436,0.00072296744,0.000050918712,0.0000034412162,0.000028680757,0.0003070559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975,0.000073300616,0.0005328347,0.00034082157,0.0004943249,0.0010587269],"domain_scores_gemma":[0.99837697,0.00027374242,0.0005730586,0.00039303975,0.00035977777,0.000023411492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010808322,0.0003016954,0.00035881705,0.0002911144,0.00069430633,0.00009801245,0.0006564747,0.00007706977,0.000032471722],"category_scores_gemma":[0.00049669715,0.00018255542,0.00015814559,0.00079795404,0.0005048106,0.00035195754,0.00025469155,0.0006097562,0.000026975145],"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":[0.00058021187,0.00083704793,0.18558383,0.00043253897,0.00026215232,0.000011937262,0.026986642,0.00001899819,0.005334766,0.6774225,0.0013198843,0.10120944],"study_design_scores_gemma":[0.009612445,0.0023335149,0.60588926,0.004984396,0.0028485274,0.00007394004,0.1285984,0.020166345,0.04586384,0.120817855,0.055290256,0.0035212364],"about_ca_topic_score_codex":0.00012687122,"about_ca_topic_score_gemma":0.00040083716,"teacher_disagreement_score":0.5566047,"about_ca_system_score_codex":0.0001296412,"about_ca_system_score_gemma":0.00017071153,"threshold_uncertainty_score":0.74443936},"labels":[],"label_agreement":null},{"id":"W2975640247","doi":"10.21083/surg.v11i0.5354","title":"Estimating the Financial Return to Education Between Fields of Study","year":2019,"lang":"en","type":"article","venue":"SURG Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Regression analysis; Rate of return; Population; Scope (computer science); Regression; Actuarial science; Econometrics; Demographic economics; Term (time); Relation (database); Expected return; Economics; Finance; Statistics; Demography; Mathematics; Computer science; Sociology","score_opus":0.01337461813111958,"score_gpt":0.25895896370647403,"score_spread":0.24558434557535444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975640247","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":[0.99483716,0.00003434511,0.00016504455,0.00036466788,0.0011209233,0.00028960317,4.621449e-7,0.00001191253,0.0031758877],"genre_scores_gemma":[0.9953285,6.489569e-7,0.0004026981,0.0005592998,0.0033850255,0.000004194972,0.00000481888,0.000011862372,0.00030293924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878055,0.000029201568,0.00045310895,0.0001485042,0.00040237236,0.00018623694],"domain_scores_gemma":[0.99891156,0.00006370111,0.0004114938,0.00023936844,0.00035937855,0.00001447022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011480165,0.00011477551,0.00023638055,0.0002433392,0.00022470916,0.00019887424,0.00031139722,0.00003981645,0.00042828952],"category_scores_gemma":[0.00035525663,0.000081468505,0.00011504464,0.00060538854,0.000012768676,0.0005075442,0.00011990813,0.00022948871,0.00015399391],"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":[0.000016400534,0.00006902832,0.9833172,0.000021136797,0.000009016622,0.0000010881023,0.0002835244,0.00021374275,0.00002908056,0.0001491177,0.0042819623,0.011608712],"study_design_scores_gemma":[0.00032660275,0.000056687946,0.98182905,0.00013376669,0.00014763919,0.0000019526735,0.00047232566,0.0019991435,0.000020775808,0.0020315663,0.012800742,0.00017975012],"about_ca_topic_score_codex":0.00032972667,"about_ca_topic_score_gemma":0.000110219065,"teacher_disagreement_score":0.011428962,"about_ca_system_score_codex":0.00002526711,"about_ca_system_score_gemma":0.000088832065,"threshold_uncertainty_score":0.468947},"labels":[],"label_agreement":null},{"id":"W2979813100","doi":"10.1177/2167696819879252","title":"Subjective Financial Well-Being During Emerging Adulthood: The Role of Student Debt","year":2019,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Wisconsin-Madison","keywords":"Debt; Socioeconomic status; Student debt; Longitudinal study; Intervention (counseling); Life course approach; Psychology; Demographic economics; Economics; Developmental psychology; Demography; Finance; Sociology; Medicine","score_opus":0.0034571082265986573,"score_gpt":0.21378958703658102,"score_spread":0.21033247880998235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979813100","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":[0.9854762,0.0004585673,0.000026342213,0.00017537607,0.00069536816,0.0006070787,0.0000026355453,0.0001658101,0.012392635],"genre_scores_gemma":[0.9976571,0.00004972328,0.00018935726,0.00037878964,0.0011972169,0.00004172006,0.000027240632,0.00008155889,0.00037725276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663055,0.00006471147,0.0008795932,0.00072529167,0.0008994521,0.00080041855],"domain_scores_gemma":[0.9978714,0.0000782316,0.00072347204,0.0007247998,0.00056972844,0.000032352345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076432136,0.00046835697,0.00059957756,0.0005354654,0.0007280747,0.00019344712,0.00076549436,0.00011708137,0.0007089164],"category_scores_gemma":[0.00028023412,0.000393112,0.0004003275,0.001637561,0.000091420254,0.0011766793,0.0005530368,0.0004021401,0.0006277438],"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":[0.00011100816,0.00019567371,0.9783586,0.00025343196,0.00005470078,0.000009671764,0.004023007,0.0004072194,0.004421214,0.0096288845,0.00009448699,0.0024420763],"study_design_scores_gemma":[0.0016966739,0.0000388234,0.970601,0.00059593684,0.0002743809,0.0000032542014,0.005903575,0.0038565835,0.0032695872,0.0044797994,0.008560112,0.0007202734],"about_ca_topic_score_codex":0.0009769342,"about_ca_topic_score_gemma":0.00022031764,"teacher_disagreement_score":0.012180954,"about_ca_system_score_codex":0.000106608626,"about_ca_system_score_gemma":0.000052166226,"threshold_uncertainty_score":0.99985206},"labels":[],"label_agreement":null},{"id":"W2979857429","doi":"10.36544/irfc.2016.1.1-1","title":"Can Regulation Improve Financial Information and Advice?","year":2015,"lang":"en","type":"article","venue":"International Review of Financial Consumers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; European union; Financial regulation; Regulatory reform; Business; Finance; Accounting; Economic policy; Political science; Economics; Market economy","score_opus":0.01135116164400189,"score_gpt":0.2421083285197603,"score_spread":0.23075716687575842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979857429","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":[0.9169131,0.014646254,0.0004780173,0.01235228,0.006371763,0.0023679784,0.00021360017,0.00040102314,0.046256013],"genre_scores_gemma":[0.98893726,0.0017943819,0.0005804588,0.007409585,0.00056956604,0.000031253134,0.00047405533,0.000014856727,0.0001886022],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833363,0.000013670005,0.0007239418,0.00019287565,0.0005707151,0.0001651935],"domain_scores_gemma":[0.99776894,0.000028973585,0.00072340627,0.00017058064,0.0012809155,0.0000272034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064663193,0.00017711712,0.00032515652,0.00030916178,0.00007486758,0.000080327474,0.00023057185,0.000071911054,0.0001406],"category_scores_gemma":[0.0032243915,0.00017347178,0.00011545097,0.00042476278,0.00008566452,0.0016837422,0.00013541973,0.00010299267,0.00011947264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031036275,0.000116504074,0.44162926,0.0053879134,0.00003989471,0.000009498883,0.00020773977,0.000015182887,0.00021978468,0.22550867,0.11751393,0.20904125],"study_design_scores_gemma":[0.0009969119,0.000026765903,0.27320483,0.002372521,0.00017787165,0.0000031546776,0.0000214984,0.0019851867,0.00005757811,0.0061111166,0.71466434,0.00037822485],"about_ca_topic_score_codex":0.0011670993,"about_ca_topic_score_gemma":0.00022997013,"teacher_disagreement_score":0.59715044,"about_ca_system_score_codex":0.00007940622,"about_ca_system_score_gemma":0.00020576664,"threshold_uncertainty_score":0.7073974},"labels":[],"label_agreement":null},{"id":"W2986984163","doi":"10.1017/s0266267119000312","title":"Exit versus voice – options for socially responsible investment in collective pension plans – CORRIGENDUM","year":2019,"lang":"en","type":"erratum","venue":"Economics and Philosophy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pension; Content (measure theory); Investment (military); Actuarial science; Business; Law and economics; Public relations; Economics; Finance; Political science; Law","score_opus":0.05113840740451734,"score_gpt":0.247853006245258,"score_spread":0.19671459884074066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986984163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10474912,0.0027122623,0.000015069219,0.010329751,0.08855139,0.0064176326,0.0016143526,0.00019314348,0.78541726],"genre_scores_gemma":[0.09478613,0.02178718,0.0054558204,0.037505437,0.10291597,0.0022087279,0.045326144,0.0016636989,0.6883509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808323,0.000023324745,0.00059671496,0.00077475194,0.00012892167,0.00039305817],"domain_scores_gemma":[0.9986355,0.00014166374,0.00061950437,0.00037650892,0.00019854425,0.000028309716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044705204,0.00044980718,0.0007547065,0.001291102,0.00036325265,0.00034111642,0.0002805203,0.00043517532,0.000105504376],"category_scores_gemma":[0.00013058813,0.0005097045,0.00025504048,0.0004951559,0.00007543079,0.0005702596,0.00024991808,0.00037279277,0.00024173358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011859846,0.00011366273,0.003250255,0.00030700493,0.00009281604,0.000005656384,0.00012011115,0.00014396489,0.000005792719,0.3561796,0.6385384,0.00005670421],"study_design_scores_gemma":[0.001921194,0.00008638385,0.0038829239,0.00016770342,0.00023625791,2.9868136e-7,0.000038973743,0.006938042,0.0000015257822,0.19758154,0.78852135,0.0006238228],"about_ca_topic_score_codex":0.0005199714,"about_ca_topic_score_gemma":0.0049147955,"teacher_disagreement_score":0.15859807,"about_ca_system_score_codex":0.00028789698,"about_ca_system_score_gemma":0.00065158214,"threshold_uncertainty_score":0.9997355},"labels":[],"label_agreement":null},{"id":"W2989222735","doi":"10.1093/acprof:oso/9780199226801.001.0001","title":"Lessons from Pension Reform in the Americas","year":2007,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Pension; Government (linguistics); Western hemisphere; Nobel laureate; Political science; Development economics; Economic growth; Economics; Law; International trade","score_opus":0.03311722834679421,"score_gpt":0.27559598994795137,"score_spread":0.24247876160115717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989222735","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007284678,0.00025351357,0.000027065887,0.0010127914,0.0003443505,0.0003972076,0.000008085156,0.0001067024,0.9905656],"genre_scores_gemma":[0.06562763,0.00018852515,0.00047802675,0.023325274,0.006408562,0.00002964729,0.0033119814,0.00016488586,0.9004655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974536,0.000014422291,0.00066086,0.0006075764,0.00083763467,0.00042595254],"domain_scores_gemma":[0.998312,0.00011860472,0.0005399781,0.00081833027,0.00020062651,0.000010439484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000765897,0.00045194334,0.00059441355,0.0007351118,0.00019203211,0.00034002154,0.0007602214,0.0002988833,0.0026836803],"category_scores_gemma":[0.00007859612,0.00029598243,0.00030461833,0.00070717675,0.00010324646,0.00061436626,0.00033820124,0.0005555957,0.002945536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014690854,0.00026052186,0.032474875,0.00020119961,0.00006297226,0.00050349475,0.00027552008,0.000008553629,0.000039405986,0.30697292,0.64123803,0.017815566],"study_design_scores_gemma":[0.0002574555,0.000006688547,0.036498684,0.00022543945,0.00023337369,7.3435996e-7,0.00018217575,0.00036740612,0.000002131408,0.015443198,0.9462802,0.00050252007],"about_ca_topic_score_codex":0.019837717,"about_ca_topic_score_gemma":0.012087814,"teacher_disagreement_score":0.30504212,"about_ca_system_score_codex":0.0003153311,"about_ca_system_score_gemma":0.00006538059,"threshold_uncertainty_score":0.9999492},"labels":[],"label_agreement":null},{"id":"W2989376305","doi":"10.5430/afr.v8n4p178","title":"Financial Advice and Portfolio Diversification","year":2019,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Portfolio; Advice (programming); Business; Finance; Financial institution; Investment portfolio; Financial services; Investment banking; Actuarial science; Marketing","score_opus":0.022791995536162634,"score_gpt":0.27802681283315694,"score_spread":0.2552348172969943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989376305","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":[0.9897162,0.000556629,0.0000036559686,0.00030052406,0.00014205281,0.00027469915,0.000001907496,0.000064070424,0.00894031],"genre_scores_gemma":[0.9962272,0.00043113402,0.00015157265,0.00037378262,0.00055543013,0.000015774625,0.000025299882,0.000020573169,0.0021992505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980883,0.000018698847,0.00026793627,0.00055270985,0.00055998156,0.00051236164],"domain_scores_gemma":[0.9988967,0.000099617966,0.00015926712,0.0003135339,0.00052194524,0.0000089119885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016238472,0.00016459839,0.0002380311,0.00050914526,0.00054254546,0.00043919106,0.00023210225,0.00010974791,0.00013536756],"category_scores_gemma":[0.00042147902,0.00016201602,0.000045980298,0.0011566897,0.00013569923,0.0015021134,0.00042858507,0.000319716,0.00062934257],"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":[0.0000493493,0.000034605913,0.9459972,0.0001522383,0.000003370676,0.000007212104,0.000064292595,0.000005439147,0.00047320226,0.03749236,0.006275336,0.009445406],"study_design_scores_gemma":[0.0004947496,0.000020116224,0.79909444,0.00013121785,0.000023298602,0.0000021511526,0.00014453786,0.00741742,0.00003667248,0.004514062,0.18783557,0.00028575075],"about_ca_topic_score_codex":0.0019023146,"about_ca_topic_score_gemma":0.0000930278,"teacher_disagreement_score":0.18156023,"about_ca_system_score_codex":0.000028627539,"about_ca_system_score_gemma":0.000040419465,"threshold_uncertainty_score":0.8089135},"labels":[],"label_agreement":null},{"id":"W2989988678","doi":"10.1111/fcsr.12341","title":"Parental Financial Socialization: Is Too Much Help Leading to Debt Ignorance among College Students?","year":2019,"lang":"en","type":"article","venue":"Family and Consumer Sciences Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ignorance; Debt; Credit card; Socialization; Payment; Psychology; Finance; Business; Social psychology; Political science; Law","score_opus":0.048953571485052076,"score_gpt":0.34576446132608835,"score_spread":0.29681088984103626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989988678","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":[0.9930396,0.00060761743,0.000042967873,0.00052881433,0.0006071431,0.00037562248,0.0000074228733,0.000020321457,0.00477047],"genre_scores_gemma":[0.9945722,0.00015607526,0.00012677848,0.001970962,0.00064817426,0.000014082622,0.000003709966,0.000012382024,0.0024956248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604344,0.00008847206,0.0004310425,0.0005127842,0.0021759132,0.00074833573],"domain_scores_gemma":[0.9986736,0.00009955748,0.00018080145,0.00016987341,0.0007904015,0.000085757434],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032742554,0.00019016422,0.00030636918,0.00081817794,0.0022337255,0.001969493,0.0008648868,0.00007866858,0.00049065385],"category_scores_gemma":[0.000384882,0.0001654198,0.0001007751,0.0026986343,0.00049398746,0.0022123703,0.0005199146,0.00039366397,0.0006416836],"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":[0.000040691884,0.000048309987,0.962698,0.000026425807,0.000008748042,0.000021792315,0.00022979011,0.000009787883,0.00037880085,0.0040009087,0.031014573,0.001522191],"study_design_scores_gemma":[0.0006767592,0.00008240777,0.94784135,0.000229673,0.000027880398,0.0000063767825,0.002374044,0.0014926569,0.00006119952,0.0023113824,0.04455322,0.00034307627],"about_ca_topic_score_codex":0.00044744875,"about_ca_topic_score_gemma":0.00021130008,"teacher_disagreement_score":0.014856656,"about_ca_system_score_codex":0.0000792957,"about_ca_system_score_gemma":0.0002304938,"threshold_uncertainty_score":0.99906653},"labels":[],"label_agreement":null},{"id":"W2994353402","doi":"10.2139/ssrn.3460722","title":"Can Making Family Salient Increase Financial Savings? Quantifying Heterogeneous Treatment Effects in Voluntary Retirement Contributions Using a Field Experiment in Mexico","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Salient; Turnover; Field (mathematics); Economics; Business; Computer science; Artificial intelligence; Management","score_opus":0.014186084989332444,"score_gpt":0.26731373972964034,"score_spread":0.2531276547403079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994353402","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":[0.9961367,0.0019159368,0.00026595974,0.00027169872,0.0004600316,0.0007994857,0.0000031668587,0.000036962672,0.000110036584],"genre_scores_gemma":[0.9979055,0.00022068017,0.00010059146,0.0011541393,0.00045644693,0.000043164073,0.000030565046,0.000044663666,0.000044246644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565333,0.000104472856,0.0008590733,0.0005522759,0.0005265727,0.0023042508],"domain_scores_gemma":[0.998929,0.00008922218,0.0004819537,0.00032423888,0.0001396141,0.000035943765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013166143,0.00044033714,0.0006373991,0.0008878115,0.00030733328,0.0002289162,0.0003059035,0.00014421159,0.000074103125],"category_scores_gemma":[0.00020558611,0.0004241629,0.00028896087,0.0008229116,0.000026438027,0.0005602605,0.00017077533,0.0008388883,0.0000404441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004221828,0.00046674834,0.97255224,0.00006483152,0.0000622459,0.00017527826,0.00025124376,0.0021502243,0.0062321434,0.014963697,0.000030602645,0.0026285765],"study_design_scores_gemma":[0.03392822,0.0033422452,0.6922034,0.0069036293,0.0017214781,0.00029914416,0.0053539015,0.14887431,0.009014551,0.086348206,0.005922133,0.0060887765],"about_ca_topic_score_codex":0.013296268,"about_ca_topic_score_gemma":0.028886085,"teacher_disagreement_score":0.2803488,"about_ca_system_score_codex":0.00502684,"about_ca_system_score_gemma":0.0008464478,"threshold_uncertainty_score":0.999821},"labels":[],"label_agreement":null},{"id":"W2996205829","doi":"","title":"Financial literacy 101","year":2018,"lang":"en","type":"article","venue":"Policy: a journal of public policy and ideas","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial literacy; Recession; Finance; Debt; Business; Property market; Warning signs; Household debt; Private sector; Face (sociological concept); Economics; Geography; Economic growth; Real estate","score_opus":0.020099253280773617,"score_gpt":0.28300236414880464,"score_spread":0.26290311086803103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996205829","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":[0.9723261,0.00052127376,0.00012478787,0.0106493225,0.0003757765,0.00011703529,0.000008044204,0.000044826884,0.015832817],"genre_scores_gemma":[0.9548584,0.00009740554,0.00028761348,0.012852731,0.030868826,0.0000027125986,0.000007024622,0.00003154289,0.000993697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759495,0.000047293986,0.0008699063,0.0002566756,0.00054501294,0.0006861748],"domain_scores_gemma":[0.997215,0.00009192604,0.00096550287,0.0002898867,0.001340148,0.00009758329],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012096269,0.00029571046,0.0005051906,0.002454819,0.00042088536,0.00094469124,0.0004925579,0.00012347591,0.00035538123],"category_scores_gemma":[0.0063853944,0.00025001375,0.00027121382,0.0022277476,0.00028699907,0.003670826,0.00028850563,0.00027018966,0.00021834433],"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":[0.00011919305,0.0001735376,0.12677266,0.00009594168,0.000050691047,0.000032887787,0.0004692459,8.222988e-7,0.00038262107,0.80821407,0.033066634,0.030621702],"study_design_scores_gemma":[0.001045346,0.00009618873,0.21949805,0.000110799476,0.0000985209,0.00006925369,0.000021940185,0.0003390659,0.000042292344,0.11947626,0.65886,0.00034223264],"about_ca_topic_score_codex":0.0036208502,"about_ca_topic_score_gemma":0.00017132971,"teacher_disagreement_score":0.6887378,"about_ca_system_score_codex":0.00010826191,"about_ca_system_score_gemma":0.00061731064,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W2998522375","doi":"10.5430/rwe.v10n5p104","title":"Economic Literacy: Does It Matter for Policy Understanding?","year":2019,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human capital; Sample (material); Literacy; Economics education; Economics; Quality (philosophy); Population; Economic statistics; Economic growth; Public economics; Sociology; Higher education","score_opus":0.05575362800124874,"score_gpt":0.344699618502761,"score_spread":0.28894599050151226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998522375","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":[0.5884249,0.00005761539,0.000039824074,0.032710366,0.0005304582,0.0019305024,0.000016549127,0.00006473887,0.37622505],"genre_scores_gemma":[0.97837704,0.0000078334615,0.00015183141,0.0027920497,0.0016918759,0.00012724793,0.00006258761,0.000046144873,0.016743401],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979399,0.000027699956,0.0004975047,0.00056553405,0.0001593523,0.00081000425],"domain_scores_gemma":[0.9989383,0.0002948963,0.00014407276,0.00047798784,0.00011584411,0.000028849494],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015581592,0.0001958489,0.00034651638,0.002749601,0.00018107115,0.00090993097,0.00045891706,0.000057606798,0.0063517294],"category_scores_gemma":[0.000045287114,0.00017618276,0.0001567221,0.00087741803,0.00008869306,0.0020859195,0.00030887683,0.00024168666,0.009653938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060949376,0.000031387073,0.7914788,0.0002368852,0.000011161772,0.00000222544,0.0000433425,0.00009187325,0.000009070192,0.17706686,0.030786809,0.00018059701],"study_design_scores_gemma":[0.00090093486,0.000009497793,0.029471904,0.00015513833,0.000009583043,2.509547e-7,0.00014679623,0.010128307,0.00001904165,0.15711398,0.80171657,0.0003279869],"about_ca_topic_score_codex":0.0020536464,"about_ca_topic_score_gemma":0.0041371477,"teacher_disagreement_score":0.77092975,"about_ca_system_score_codex":0.0009684271,"about_ca_system_score_gemma":0.00011964101,"threshold_uncertainty_score":0.9945566},"labels":[],"label_agreement":null},{"id":"W3000112035","doi":"10.7866/hpe-rpe.20.4.7","title":"Canadian Gender Gap in Financial Literacy: Confidence Matters","year":2020,"lang":"en","type":"article","venue":"Revista Hacienda Pública Española","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Financial literacy; Gender gap; Economics; Finance; Demographic economics","score_opus":0.02882024351651806,"score_gpt":0.2403273401149327,"score_spread":0.21150709659841466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000112035","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":[0.91720766,0.0016632642,0.0005773403,0.05729729,0.0007630088,0.0017979603,0.00011100589,0.00051427074,0.020068198],"genre_scores_gemma":[0.94319844,0.000022365544,0.00026459896,0.055144258,0.0008535878,0.00002528289,0.00012904177,0.000049526105,0.0003129176],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970589,0.000040958905,0.0007219204,0.00081828935,0.0005234771,0.000836434],"domain_scores_gemma":[0.9987355,0.0000467049,0.00029136383,0.0004740607,0.0003018573,0.0001505174],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005234675,0.00039210077,0.0005508235,0.0007752905,0.00026537754,0.0011239782,0.0006968092,0.00013018974,0.0022671798],"category_scores_gemma":[0.00065269915,0.00040661442,0.00022115502,0.002889091,0.00008445182,0.0016366276,0.00020635834,0.0003522193,0.0020183723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010651874,0.00008654605,0.68112016,0.00078638556,0.000016565362,0.0004320689,0.00084515044,0.00006980522,0.0009550186,0.15555982,0.15722771,0.0027942627],"study_design_scores_gemma":[0.00043151912,0.000010696164,0.08449779,0.00012204525,0.00005629984,0.0000029566993,0.00003784051,0.0044403193,0.000017467622,0.0004408518,0.90939736,0.00054487685],"about_ca_topic_score_codex":0.028452368,"about_ca_topic_score_gemma":0.012314881,"teacher_disagreement_score":0.7521696,"about_ca_system_score_codex":0.00021537406,"about_ca_system_score_gemma":0.00030387047,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W3002805426","doi":"","title":"Shared Decision Making and Adults with Intellectual and Developmental Disabilities","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","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":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intellectual disability; Computer science; Data science; Bioinformatics; World Wide Web; Medicine; Psychiatry; Biology","score_opus":0.012487223344023407,"score_gpt":0.19891950472492176,"score_spread":0.18643228138089835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002805426","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":[0.9749411,0.00033669823,0.000017497276,0.00007358442,0.00007230498,0.00012881766,0.000014883974,0.000028883247,0.024386246],"genre_scores_gemma":[0.98328876,0.000010410261,0.0007051924,0.015526956,0.00023578688,0.000009333628,0.00008782059,0.000027550905,0.00010820869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988905,0.000007514787,0.000183051,0.0004167584,0.00018904352,0.00031312762],"domain_scores_gemma":[0.9994588,0.00012242135,0.000051234994,0.00014724722,0.00017226589,0.000048059657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006625752,0.0001997879,0.00022132522,0.00022069103,0.00032268954,0.0004157687,0.00009685785,0.000043851207,0.00006244347],"category_scores_gemma":[0.00019689673,0.00019092992,0.00003486206,0.0005567905,0.000115956,0.0006939904,0.000108396736,0.00008842937,0.000106596366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005194006,0.00015076438,0.5774199,0.0007261674,0.00015630398,0.00034039633,0.0062484485,0.00003299712,0.00097225443,0.016788585,0.058531262,0.33811355],"study_design_scores_gemma":[0.0017573094,0.000050360464,0.7878613,0.002201482,0.00023644236,0.000007838327,0.04270386,0.0049827592,0.00008456969,0.0048127347,0.15367052,0.0016308276],"about_ca_topic_score_codex":0.0055848765,"about_ca_topic_score_gemma":0.08349741,"teacher_disagreement_score":0.3364827,"about_ca_system_score_codex":0.000107822285,"about_ca_system_score_gemma":0.00014441152,"threshold_uncertainty_score":0.93322635},"labels":[],"label_agreement":null},{"id":"W3004161704","doi":"10.5539/ass.v16n2p31","title":"The Impact of Financial Literacy on Women’s Economic Empowerment in Developing Countries: A Study Among the Rural Poor Women in Sri Lanka","year":2020,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Financial literacy; Context (archaeology); Poverty; Economic growth; Developing country; Business; Political science; Economics; Finance; Geography","score_opus":0.009133951223862086,"score_gpt":0.26684330802880785,"score_spread":0.2577093568049458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004161704","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":[0.99427587,0.000007542743,5.3525395e-7,0.0015538802,0.00012943335,0.00051545847,0.0000035851253,0.000017271184,0.0034964099],"genre_scores_gemma":[0.99837756,0.000005974959,0.000003016292,0.0011418877,0.00035795206,0.00008654688,0.000002011481,0.000008741763,0.000016277676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978689,0.000047315145,0.0005234404,0.00034452367,0.0004792252,0.0007365952],"domain_scores_gemma":[0.99927765,0.000069782865,0.0003468477,0.00017671497,0.00010003847,0.000028970386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002036968,0.0001965486,0.00032465006,0.0002255868,0.00066920003,0.00054547854,0.00083684153,0.000038918028,0.00009027497],"category_scores_gemma":[0.0003404491,0.00012777887,0.0000882596,0.0018510339,0.00038723665,0.0011411343,0.00029760806,0.00017339026,0.0000553685],"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":[0.00015264931,0.00007455287,0.9164949,0.000011674075,0.000006361235,0.000007761095,0.076560035,0.000025392794,0.0000171169,0.0033984487,0.00018942701,0.0030617022],"study_design_scores_gemma":[0.0004962309,0.000066900684,0.9818292,0.000030121866,0.0000046422074,5.6267723e-8,0.014677961,0.0004481644,0.000003753341,0.0005227366,0.0017555952,0.00016461815],"about_ca_topic_score_codex":0.0022108592,"about_ca_topic_score_gemma":0.00087572087,"teacher_disagreement_score":0.06533434,"about_ca_system_score_codex":0.0013787319,"about_ca_system_score_gemma":0.0004284376,"threshold_uncertainty_score":0.5260062},"labels":[],"label_agreement":null},{"id":"W300523114","doi":"","title":"The Long and Short Annuities: Strong Sales Performance through the First Quarter Generated Welcome Fee Income. Will That Pace Continue? What Impact Will New FINRA Regs Have?","year":2011,"lang":"en","type":"article","venue":"ABA banking journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annuity; Life annuity; Quarter (Canadian coin); Revenue; Financial services; Actuarial science; Net income; Business; Earnings; Finance; Economics; Pension","score_opus":0.024346358936573477,"score_gpt":0.23464051998568944,"score_spread":0.21029416104911597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W300523114","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":[0.9926432,0.0036526744,0.00023026297,0.0014981041,0.0007798295,0.00026442469,0.0000021014182,0.000058208618,0.0008712289],"genre_scores_gemma":[0.9941038,0.0023026317,0.00013123572,0.000703712,0.0020416693,0.000007241006,0.000015585136,0.000055266653,0.00063888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975648,0.000054747772,0.00064205064,0.0003638762,0.00064412894,0.0007304031],"domain_scores_gemma":[0.9983837,0.00013471613,0.0006244779,0.00049580075,0.00031847536,0.000042847954],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010523403,0.00044746732,0.00043859982,0.00019167313,0.0022945444,0.0034878594,0.0006978019,0.00011245258,0.00043812915],"category_scores_gemma":[0.00007431066,0.00025821853,0.00027294457,0.00042372284,0.00023350013,0.00959808,0.0002696356,0.0005854351,0.000028643357],"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":[0.00010821127,0.000024905503,0.9863047,0.000035842073,0.00011775506,0.00003425853,0.0026283357,0.000074106836,0.000010361171,0.00052358984,0.005220556,0.004917365],"study_design_scores_gemma":[0.00064197433,0.00006516957,0.93519604,0.00072711136,0.00025104822,0.00010067877,0.0022980026,0.0041258405,0.000038608385,0.0011146227,0.05493447,0.00050641573],"about_ca_topic_score_codex":0.0006641876,"about_ca_topic_score_gemma":0.0015567755,"teacher_disagreement_score":0.051108655,"about_ca_system_score_codex":0.000099859484,"about_ca_system_score_gemma":0.000062853476,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W3005905642","doi":"10.1002/iir.1362","title":"Low‐income, low‐asset debtors in the U.S. bankruptcy system","year":2020,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Business; Asset (computer security); Reform Act; Order (exchange); Actuarial science; Finance; Economics; Law; Computer security","score_opus":0.022312373037368077,"score_gpt":0.2556815585228241,"score_spread":0.23336918548545602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005905642","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":[0.67972434,0.07778903,0.00044549655,0.06485963,0.0056175636,0.0051052417,0.00008877838,0.00081503263,0.16555491],"genre_scores_gemma":[0.97264874,0.0028937226,0.00006119855,0.022655783,0.0013741547,0.00008462758,0.00017213936,0.000025800859,0.00008384372],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978369,0.000046143003,0.00080425036,0.0003752508,0.0007068653,0.00023062651],"domain_scores_gemma":[0.99895054,0.0000616092,0.0003973417,0.00029624678,0.00027689122,0.000017396305],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006962635,0.00023542397,0.00040259634,0.00017482795,0.00009234258,0.00021882619,0.0010620415,0.000049246413,0.00091871707],"category_scores_gemma":[0.00047745046,0.00017148691,0.00026880708,0.0011339054,0.00003143507,0.00089594553,0.00019438769,0.00021145324,0.0018099117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006279206,0.00042147536,0.73029876,0.019098882,0.00010094701,0.00034288998,0.0002549286,0.000081364116,0.00011337087,0.15205787,0.08734195,0.009824784],"study_design_scores_gemma":[0.0005950999,0.00002071423,0.111413576,0.012255689,0.0002474253,0.000008655105,0.00010322395,0.00831168,0.000013050899,0.0004180035,0.8660114,0.00060151657],"about_ca_topic_score_codex":0.0002552861,"about_ca_topic_score_gemma":0.00007954075,"teacher_disagreement_score":0.7786694,"about_ca_system_score_codex":0.00008652647,"about_ca_system_score_gemma":0.000028107439,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W3006021984","doi":"","title":"Financial Distress, Risk Shifting, and the Use of Options","year":2019,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Business; Finance; Financial distress; Distress; Actuarial science; Financial system; Medicine","score_opus":0.013454555342700698,"score_gpt":0.16467525348186832,"score_spread":0.1512206981391676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006021984","genre_codex":"empirical","genre_gemma":"other","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":[0.7628239,0.00003703918,0.0005422861,0.001016822,0.00013584296,0.0005154192,0.000105539904,0.00016425017,0.23465891],"genre_scores_gemma":[0.40394205,0.00046529507,0.00211099,0.00047283754,0.00030411896,9.0039487e-7,0.0005433378,0.000039357732,0.5921211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998974,0.00006291907,0.00016959585,0.00035458992,0.00021830242,0.00022054472],"domain_scores_gemma":[0.9984172,0.00018505057,0.00040451757,0.0005229722,0.00044663597,0.000023621504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020608184,0.00016148297,0.000244967,0.0008448055,0.00086821354,0.00018241002,0.0004730821,0.00009272868,0.00035553772],"category_scores_gemma":[0.00023615042,0.00015881266,0.00020915896,0.0023299302,0.0003688806,0.0027143399,0.00048087997,0.00018671619,0.00007921808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007625065,0.00006008141,0.21436547,0.000021688098,0.000026198228,0.0000017458487,0.00005975627,0.000107728105,0.0000064693945,0.78284395,0.0023221972,0.00010846016],"study_design_scores_gemma":[0.0011165907,0.000005821226,0.12513162,0.000018286479,0.00037207358,3.078845e-7,0.00029538077,0.0035142151,7.00802e-7,0.00044850848,0.86893433,0.00016217065],"about_ca_topic_score_codex":0.003343172,"about_ca_topic_score_gemma":0.0014633597,"teacher_disagreement_score":0.86661214,"about_ca_system_score_codex":0.000078846664,"about_ca_system_score_gemma":0.000061352155,"threshold_uncertainty_score":0.6677685},"labels":[],"label_agreement":null},{"id":"W3007892487","doi":"10.5430/afr.v9n1p76","title":"What is the Return Rate of a Corporate Pension Scheme? Generalized Annuity Factors Simplify Calculation","year":2020,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Payment; Actuarial science; Rate of return; Economics; Promotion (chess); Business; Finance","score_opus":0.10222702545902732,"score_gpt":0.3219663305313964,"score_spread":0.21973930507236908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007892487","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":[0.9940226,0.00070055824,0.000017800498,0.0045958143,0.00012299584,0.00036396485,0.000004551266,0.000038318212,0.00013339164],"genre_scores_gemma":[0.9969684,0.0006284586,0.00010496358,0.0014448955,0.0004806239,0.000011698146,0.000052344523,0.000028268569,0.00028033592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776167,0.00008641517,0.00048329524,0.0005334764,0.0006561443,0.0004790075],"domain_scores_gemma":[0.9977202,0.00018988483,0.00054871506,0.00037702557,0.0011473912,0.000016801472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022702164,0.00021843064,0.00036849536,0.00021915036,0.00069016754,0.00075300364,0.00036106675,0.000119018565,0.00009153074],"category_scores_gemma":[0.0008504122,0.0001592567,0.00012114576,0.0019291915,0.00033498014,0.0021497675,0.00048480724,0.00041865956,0.00007619362],"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":[0.00020711952,0.000048122198,0.9633524,0.00031981984,0.000022620186,0.000009938724,0.0010396211,0.00007337652,0.012226267,0.009365162,0.010540761,0.0027948045],"study_design_scores_gemma":[0.0013994717,0.00006687941,0.67430156,0.00054277945,0.0001167065,0.000001125937,0.0018713963,0.24512278,0.0054262485,0.008530482,0.061876412,0.00074416964],"about_ca_topic_score_codex":0.0021501505,"about_ca_topic_score_gemma":0.00010045481,"teacher_disagreement_score":0.28905085,"about_ca_system_score_codex":0.000024985124,"about_ca_system_score_gemma":0.000048922713,"threshold_uncertainty_score":0.7261231},"labels":[],"label_agreement":null},{"id":"W3009169023","doi":"","title":"Just Released: Auto Lending Keeps Pace as Delinquencies Mount in Auto Finance Sector","year":2017,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loan; Quarter (Canadian coin); Pace; Debt; Household debt; Economics; Mount; Business; Finance; Monetary economics; Financial system; Engineering; Geography","score_opus":0.029733890573646667,"score_gpt":0.2431664592958742,"score_spread":0.21343256872222752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009169023","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":[0.9881906,0.000100604906,0.000021126123,0.00094214495,0.00072546705,0.0002685032,0.000018345545,0.00011332453,0.009619921],"genre_scores_gemma":[0.994256,0.00017967485,0.00054353935,0.0014040036,0.0009722781,0.000031313935,0.000083964886,0.00006278826,0.0024664311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978681,0.0000129240925,0.00067243446,0.0007013565,0.00015201463,0.00059314084],"domain_scores_gemma":[0.9979403,0.00005596463,0.0008131409,0.0010533887,0.00010881773,0.000028383105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038449516,0.0003848088,0.00053213164,0.00034675348,0.00061776873,0.0009846351,0.0008446777,0.00017818357,0.00035999337],"category_scores_gemma":[0.00035754466,0.00041053785,0.0002031895,0.00018963007,0.000121102246,0.0030352506,0.00046597142,0.00025502627,0.0006710027],"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":[0.00007400624,0.000093366674,0.93470925,0.000113758855,0.000025744872,0.000044092747,0.00015917611,0.0012039427,0.00010590968,0.055948373,0.0039867405,0.0035356528],"study_design_scores_gemma":[0.001059609,0.000021410337,0.6290339,0.00020502742,0.000107995904,0.0000016286426,0.0002471891,0.13520132,0.00018158196,0.004535855,0.22848392,0.0009205732],"about_ca_topic_score_codex":0.018831667,"about_ca_topic_score_gemma":0.020637624,"teacher_disagreement_score":0.30567533,"about_ca_system_score_codex":0.00032900015,"about_ca_system_score_gemma":0.00009088382,"threshold_uncertainty_score":0.99983466},"labels":[],"label_agreement":null},{"id":"W3009273454","doi":"","title":"Just Released: A Look at Borrowing, Repayment, and Bankruptcy Rates by Age","year":2018,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Household debt; Debt; Quarter (Canadian coin); Economics; Consumer debt; Business; Sample (material); Finance; Geography","score_opus":0.014649671184863433,"score_gpt":0.22082096780930913,"score_spread":0.2061712966244457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009273454","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":[0.98359615,0.00022151376,0.000007824377,0.00034523784,0.0003156761,0.00021760576,0.000025540681,0.00011854909,0.015151918],"genre_scores_gemma":[0.98271644,0.00015608307,0.00028405606,0.004724369,0.0014170029,0.00001762191,0.0004286605,0.000068702066,0.010187049],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830335,0.0000118847565,0.0005019892,0.0006490613,0.000099951074,0.00043375872],"domain_scores_gemma":[0.9989722,0.000043631324,0.000367337,0.00049886777,0.000077061246,0.000040949817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022558408,0.0003179142,0.0003811642,0.00018886363,0.00038052272,0.00040151333,0.0002695072,0.000118522126,0.0010137953],"category_scores_gemma":[0.00007106057,0.00031821118,0.00012982466,0.00022252018,0.00018069842,0.0012637911,0.00042949093,0.00010239063,0.0005488274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008866681,0.00007434285,0.8206799,0.00007148571,0.000043267733,0.00001341219,0.000099315235,0.0000033175206,0.0002704421,0.0042858715,0.17263362,0.0017363391],"study_design_scores_gemma":[0.0011855385,0.000053651955,0.067305766,0.000068296664,0.00026449029,0.000001973188,0.00012613251,0.011328811,0.00089855643,0.0018818537,0.91606283,0.0008220833],"about_ca_topic_score_codex":0.0013664676,"about_ca_topic_score_gemma":0.0035726565,"teacher_disagreement_score":0.75337416,"about_ca_system_score_codex":0.00009731799,"about_ca_system_score_gemma":0.000018319439,"threshold_uncertainty_score":0.999927},"labels":[],"label_agreement":null},{"id":"W3009330840","doi":"10.2139/ssrn.3410517","title":"Conceptualising Financial Advice in Australia: The Impact of Business Models and External Stakeholders on Client’s Best Interest Practice","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Advice (programming); Best practice; Extant taxon; Financial institution; Business; Public relations; Finance; Business model; Accounting; Marketing; Economics; Management; Political science; Computer science","score_opus":0.0572446651602234,"score_gpt":0.2991265204005551,"score_spread":0.2418818552403317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009330840","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":[0.99792236,0.00045358852,0.00017912377,0.00028614287,0.0001988506,0.00024264553,0.0000021763394,0.000012137115,0.0007029581],"genre_scores_gemma":[0.9984502,0.00036426078,0.00003062716,0.00026480493,0.00045981683,0.0000028395773,0.0000064572487,0.000025921356,0.00039505627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997457,0.00006613286,0.00057343964,0.00030126644,0.00040816286,0.0011939738],"domain_scores_gemma":[0.99844027,0.00012300903,0.0007414893,0.00024050538,0.0004361275,0.000018581179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018490249,0.00026581465,0.00035949118,0.00037977716,0.000157619,0.00025845316,0.0003629362,0.000089573055,0.00009631761],"category_scores_gemma":[0.00036228992,0.00018835535,0.00016314107,0.0008085301,0.00009424971,0.0023306836,0.00010784471,0.0012290915,0.000052080904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026385786,0.001024787,0.571178,0.0001449799,0.00020734277,0.00005459774,0.0010870376,0.038106896,0.0017724402,0.3742312,0.0006753293,0.0088788],"study_design_scores_gemma":[0.01379313,0.0016629352,0.63514775,0.0031447236,0.0012004063,0.00050001784,0.016744588,0.056292545,0.00010464529,0.2647184,0.0042392584,0.0024516024],"about_ca_topic_score_codex":0.0075706136,"about_ca_topic_score_gemma":0.00289806,"teacher_disagreement_score":0.109512776,"about_ca_system_score_codex":0.00043099475,"about_ca_system_score_gemma":0.0004698469,"threshold_uncertainty_score":0.99903804},"labels":[],"label_agreement":null},{"id":"W3009355856","doi":"","title":"Just Released: Total Household Debt Nears 2008 Peak but Debt Picture Looks Much Different","year":2017,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Household debt; Debt; Economics; Debt ratio; Debt-to-GDP ratio; External debt; Agricultural economics; Business; Geography; Finance","score_opus":0.02355866058890708,"score_gpt":0.21120200615986554,"score_spread":0.18764334557095846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009355856","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":[0.9870359,0.000082242055,0.000018270332,0.00057584123,0.0010220925,0.00032576427,0.00006321825,0.00017326971,0.010703413],"genre_scores_gemma":[0.99032885,0.00008405085,0.00015546898,0.0016803865,0.0022218204,0.00002319856,0.00025496562,0.00010797632,0.005143311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760634,0.00001428623,0.0006769399,0.00080127356,0.00020470338,0.0006964469],"domain_scores_gemma":[0.997408,0.00004765556,0.00084298226,0.001516292,0.00011194086,0.00007316436],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00015847571,0.00055493996,0.0006648394,0.00025404483,0.0009977996,0.0014599316,0.0009924594,0.00025804734,0.00045431216],"category_scores_gemma":[0.0001402277,0.00051637396,0.00040450686,0.00009439829,0.00015663813,0.0018457469,0.00066567556,0.00033845025,0.00034874957],"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":[0.00012576755,0.00020043748,0.9656441,0.00012250726,0.00009536832,0.000042103617,0.00007254739,0.00033970395,0.00010304024,0.008709011,0.020874897,0.0036704866],"study_design_scores_gemma":[0.0016399648,0.000032035085,0.9289787,0.00010067552,0.0004263046,0.000004399773,0.000180171,0.02417931,0.00030447508,0.0023333065,0.04063989,0.0011807919],"about_ca_topic_score_codex":0.0034131156,"about_ca_topic_score_gemma":0.0054390286,"teacher_disagreement_score":0.03666545,"about_ca_system_score_codex":0.000116348725,"about_ca_system_score_gemma":0.000046324585,"threshold_uncertainty_score":0.9997288},"labels":[],"label_agreement":null},{"id":"W3009517731","doi":"","title":"Charging into Adulthood: Credit Cards and Young Consumers","year":2020,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Household debt; Quarter (Canadian coin); Loan; Debt; Pace; Panel data; Business; Economics; Finance; Monetary economics","score_opus":0.012631844804831462,"score_gpt":0.19688327002913608,"score_spread":0.18425142522430463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009517731","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":[0.9932991,0.00016589923,0.0000397932,0.0016323873,0.00041917912,0.0001854262,0.000012632913,0.00012470922,0.0041208696],"genre_scores_gemma":[0.9932851,0.00012068311,0.00054309965,0.004515699,0.0012168318,0.000010462796,0.00012392378,0.00004321681,0.0001409756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987099,0.000008134909,0.0003974889,0.0004891575,0.00009338253,0.0003019328],"domain_scores_gemma":[0.99936897,0.000027586118,0.00025275128,0.0002235172,0.00007803459,0.000049138634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014053122,0.0002493314,0.0003702591,0.00013687345,0.0002019779,0.0003315327,0.00022937574,0.00008463205,0.00023741343],"category_scores_gemma":[0.000116385374,0.00026405684,0.000115511204,0.00022928674,0.00006939782,0.0012086375,0.00027778125,0.00013853678,0.00020309174],"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":[0.0000393525,0.000014964054,0.9845801,0.00012752517,0.000038211932,0.0000075196886,0.00041364075,0.000038691403,0.000054127955,0.006554086,0.0050438526,0.003087944],"study_design_scores_gemma":[0.0025830842,0.000052150473,0.30215463,0.00012262404,0.0006223206,0.0000028858549,0.0017915402,0.21666843,0.0002487197,0.003081929,0.47089565,0.0017760278],"about_ca_topic_score_codex":0.0017112625,"about_ca_topic_score_gemma":0.00091797515,"teacher_disagreement_score":0.68242544,"about_ca_system_score_codex":0.000039722767,"about_ca_system_score_gemma":0.000025433656,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W3009660026","doi":"","title":"Just Released: Great Recession’s Impact Lingers in Hardest-Hit Regions","year":2018,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deleveraging; Quarter (Canadian coin); Great recession; Recession; Economics; Home equity; Debt; Household debt; Equity (law); Monetary economics; Keynesian economics; Macroeconomics; Finance; Geography","score_opus":0.026193212533784833,"score_gpt":0.2528649240356783,"score_spread":0.22667171150189344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009660026","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":[0.98579717,0.000050263505,0.00001397375,0.0009027474,0.000547532,0.00022848198,0.00001392022,0.00011761983,0.012328266],"genre_scores_gemma":[0.993418,0.000108675726,0.000453496,0.0017627277,0.00206245,0.000017229118,0.00018416252,0.00006376647,0.0019295195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813205,0.000017646935,0.00061286014,0.0005926203,0.000116433366,0.0005284025],"domain_scores_gemma":[0.9987193,0.000059444385,0.0004166196,0.0006151867,0.00014473656,0.00004474623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029819945,0.00033753616,0.0004469805,0.0005614496,0.0002570241,0.00032632134,0.00043051268,0.00017097089,0.0012624568],"category_scores_gemma":[0.00018000402,0.0003140889,0.00024883045,0.0006361674,0.00012004196,0.0015837756,0.00022047113,0.00020456452,0.00092019077],"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":[0.000107416745,0.00007583141,0.9535749,0.00003228692,0.000023053883,0.000010473331,0.000093624745,0.00014520739,0.000020951067,0.002459426,0.04146925,0.0019875648],"study_design_scores_gemma":[0.0018050617,0.00008285165,0.6478792,0.00031357535,0.00024471784,0.0000024259775,0.000299829,0.042416245,0.0001372575,0.0062809554,0.29926947,0.001268405],"about_ca_topic_score_codex":0.006572494,"about_ca_topic_score_gemma":0.012889618,"teacher_disagreement_score":0.3056957,"about_ca_system_score_codex":0.00022083022,"about_ca_system_score_gemma":0.0000680317,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W3009665835","doi":"10.2139/ssrn.3541323","title":"Predicting Financial Crises: The Search for the Most Telling Red Flag in the Economy","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Flag (linear algebra); Financial crisis; Business; Economics; Finance; Economy; Keynesian economics; Mathematics","score_opus":0.02212043900175342,"score_gpt":0.23949015714827132,"score_spread":0.2173697181465179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009665835","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":[0.9257811,0.0035581398,0.006889176,0.058487006,0.00046885735,0.0016728088,0.0000036304118,0.00007079876,0.0030684876],"genre_scores_gemma":[0.98906106,0.0003763285,0.000020809306,0.005629776,0.0047333627,0.00003824424,0.00000974357,0.000028186329,0.00010248648],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724007,0.00006336738,0.0004971703,0.00026419654,0.00034290526,0.0015922716],"domain_scores_gemma":[0.9988965,0.00035603164,0.0002875016,0.000238415,0.00020792487,0.000013629618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048274123,0.00019748752,0.00021295884,0.00011711843,0.0012824892,0.0006436408,0.0010330844,0.00005877389,0.000049667866],"category_scores_gemma":[0.0006201288,0.00010473822,0.00021945284,0.0009461092,0.00006361816,0.00067494944,0.00012265304,0.0015831707,0.000033750035],"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":[0.00079090794,0.0001654345,0.5305348,0.00016659254,0.00021437083,0.000018993938,0.0039226855,0.007548925,0.00023277423,0.41700387,0.011946617,0.02745404],"study_design_scores_gemma":[0.0036327948,0.00030813675,0.03582824,0.00018821834,0.0010113321,0.00005872842,0.026515735,0.3386885,0.00011781179,0.16434003,0.42829505,0.0010154343],"about_ca_topic_score_codex":0.0003514236,"about_ca_topic_score_gemma":0.001742705,"teacher_disagreement_score":0.49470657,"about_ca_system_score_codex":0.00017286744,"about_ca_system_score_gemma":0.0005950855,"threshold_uncertainty_score":0.98639995},"labels":[],"label_agreement":null},{"id":"W3009693226","doi":"10.7939/r3-dkff-dc34","title":"Family Financial Socialization among Latino Immigrant Families – A Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Socialization; Sociology; Demographic economics; Psychology; Social psychology; Political science; Economics","score_opus":0.007114284325983434,"score_gpt":0.2021368952781243,"score_spread":0.19502261095214088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009693226","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":[0.9785196,0.00001921238,0.000105615385,0.00007795509,0.0002713385,0.0004091384,0.0000019158524,0.0000704395,0.02052475],"genre_scores_gemma":[0.99262726,0.000015028228,0.001379752,0.0002461293,0.00014982678,4.287432e-7,0.00013433752,0.000023312105,0.005423936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988629,0.000074542244,0.00024858146,0.00034638986,0.00025610792,0.00021143633],"domain_scores_gemma":[0.999152,0.000114756884,0.00033808622,0.00028620707,0.00009417936,0.000014741924],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019936448,0.00018941796,0.0003852858,0.00041672259,0.00021402324,0.000081201666,0.00038104926,0.000097436656,0.0010598887],"category_scores_gemma":[0.00007561704,0.00021220777,0.00019594812,0.00092585024,0.00008224892,0.0029021853,0.00040492456,0.00009828467,0.00020681108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009615336,0.00017315394,0.98533326,0.000066836954,0.00002776856,0.0000060341317,0.0019466432,0.000037925227,0.00017522265,0.006703658,0.004768655,0.00066465564],"study_design_scores_gemma":[0.0007660417,0.000032365195,0.9689544,0.000044863307,0.00017209287,4.2642196e-8,0.0052528875,0.0023039249,0.00003403064,0.00053662487,0.021646691,0.00025607797],"about_ca_topic_score_codex":0.020248614,"about_ca_topic_score_gemma":0.0020186335,"teacher_disagreement_score":0.01822998,"about_ca_system_score_codex":0.000014961036,"about_ca_system_score_gemma":0.00005143618,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W3009764671","doi":"10.1016/j.red.2023.09.001","title":"Bequest motives and the Social Security Notch","year":2023,"lang":"en","type":"article","venue":"Review of Economic Dynamics","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":"McMaster University","funders":"National University of Singapore; University College London; National Bureau of Economic Research","keywords":"Bequest; Economics; Social security; Consumption (sociology); Counterfactual thinking; Precautionary savings; Microeconomics; Monetary economics","score_opus":0.010319224947090835,"score_gpt":0.2566911237238868,"score_spread":0.24637189877679597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009764671","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":[0.9724386,0.007211937,0.000009034599,0.0046896264,0.00036116026,0.0006567312,0.00003464085,0.0000946193,0.014503678],"genre_scores_gemma":[0.97157234,0.025563044,0.000024239658,0.0016930833,0.0006248002,0.000020958885,0.00020919477,0.000024162551,0.00026816025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911934,0.000022066957,0.00042660825,0.00019562914,0.00008201862,0.00015432536],"domain_scores_gemma":[0.9992943,0.000075612574,0.00037725628,0.00018220476,0.00006509826,0.000005572216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009914981,0.00012873695,0.0004535745,0.00009894414,0.00015391078,0.000067303255,0.00020650921,0.0000348473,0.00013455567],"category_scores_gemma":[0.00013351883,0.00009777684,0.00017956948,0.00027349504,0.00015940404,0.00035899758,0.00022056418,0.00007412794,0.00027218886],"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":[0.0000296298,0.000027881926,0.09235487,0.0084699765,0.000058948517,0.0000025063675,0.00015859658,0.000017856917,0.0000025494774,0.881349,0.009510323,0.008017838],"study_design_scores_gemma":[0.0024907044,0.000015421221,0.22119382,0.0050614662,0.001358974,0.0000027916317,0.0004421715,0.56605154,0.000002726142,0.07530341,0.12704566,0.0010312943],"about_ca_topic_score_codex":0.00028655346,"about_ca_topic_score_gemma":0.0003122444,"teacher_disagreement_score":0.8060456,"about_ca_system_score_codex":0.00004397055,"about_ca_system_score_gemma":0.000016678905,"threshold_uncertainty_score":0.3987224},"labels":[],"label_agreement":null},{"id":"W3010040207","doi":"","title":"Just Released: Recent Developments in Consumer Credit Card Borrowing","year":2016,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Quarter (Canadian coin); Credit card interest; Debt; Credit history; Business; Installment credit; Financial system; Household debt; Credit reference; Chargeback; Economics; Finance; Monetary economics; Credit risk; Payment","score_opus":0.024099383533964843,"score_gpt":0.21430220440770986,"score_spread":0.19020282087374502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010040207","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":[0.9873796,0.000076699995,0.00001700327,0.0007396892,0.0007763537,0.00022428652,0.00001711,0.000085218824,0.01068404],"genre_scores_gemma":[0.9947261,0.000431871,0.00055145595,0.0020583437,0.00067685667,0.000027698341,0.0001186294,0.000056057972,0.0013529718],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816024,0.000013771744,0.00066758436,0.0005364198,0.00013045706,0.0004915456],"domain_scores_gemma":[0.99907947,0.00007242198,0.000307601,0.0003938294,0.000115165785,0.000031490785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029526767,0.00028481407,0.00039462242,0.00038263507,0.00012288208,0.00016100585,0.0003343243,0.00012194529,0.0005472973],"category_scores_gemma":[0.00018674032,0.00023938119,0.000114436785,0.0003512126,0.000054418888,0.001501116,0.00024590784,0.00010743607,0.0008434987],"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":[0.000046524558,0.000049350227,0.97280717,0.00002790064,0.000021758222,0.000011505394,0.000029894654,0.000018702063,0.00004973879,0.0032215402,0.008284058,0.015431839],"study_design_scores_gemma":[0.0012846481,0.0000060199695,0.3485885,0.00014663194,0.000069215144,5.2137005e-7,0.00007082121,0.0007499453,0.00019939276,0.0007163289,0.6476241,0.0005438703],"about_ca_topic_score_codex":0.0013148171,"about_ca_topic_score_gemma":0.004342716,"teacher_disagreement_score":0.63934004,"about_ca_system_score_codex":0.00023492899,"about_ca_system_score_gemma":0.000077315315,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W3010498710","doi":"10.2139/ssrn.3305050","title":"Structuring and Pricing Home Equity Release With Better Sharing of House Price Risk","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Structuring; Equity (law); Business; Financial economics; Economics; Finance; Political science","score_opus":0.007427973495086378,"score_gpt":0.21812598292656968,"score_spread":0.2106980094314833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010498710","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":[0.9977462,0.00032202213,0.0011547428,0.00007114048,0.00007533442,0.000108832566,5.9709396e-7,0.000053293217,0.00046779704],"genre_scores_gemma":[0.9979366,0.00021310963,0.0003341904,0.00016046925,0.0012085041,0.0000014305936,0.000001803225,0.000047101017,0.000096757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975907,0.000015471325,0.00038706142,0.00031212516,0.000405959,0.001288664],"domain_scores_gemma":[0.9987748,0.000022225608,0.00065723085,0.00023708766,0.00028548512,0.000023125029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013748043,0.00020834598,0.00027867281,0.00035667897,0.00044949006,0.00027623196,0.00030752862,0.000052628053,0.0000629755],"category_scores_gemma":[0.00010445987,0.00016601557,0.000077564146,0.00050685724,0.000101721154,0.0011643701,0.0003104826,0.0007996347,0.00001899039],"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":[0.00016635742,0.000028149381,0.9748331,0.00006426313,0.000085299835,0.0000061430824,0.00010936202,0.000029107388,0.00067595835,0.014932854,0.000022665638,0.009046748],"study_design_scores_gemma":[0.0028852876,0.000395394,0.7958509,0.0004440057,0.0010122514,0.00013824817,0.00068941683,0.006540673,0.0007295578,0.1888101,0.0015231501,0.0009810659],"about_ca_topic_score_codex":0.0007489195,"about_ca_topic_score_gemma":0.0011559954,"teacher_disagreement_score":0.17898224,"about_ca_system_score_codex":0.00020806858,"about_ca_system_score_gemma":0.00015671186,"threshold_uncertainty_score":0.6769918},"labels":[],"label_agreement":null},{"id":"W3010763309","doi":"","title":"Just Released: Deleveraging Decelerates and Household Balances Increase","year":2013,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deleveraging; Household debt; Debt; Home equity; Monetary economics; Equity (law); Economics; Quarter (Canadian coin); Business; Financial system; Finance; Geography","score_opus":0.01721948793137923,"score_gpt":0.18224670075737603,"score_spread":0.1650272128259968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010763309","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":[0.99467033,0.00016618308,0.000010803335,0.0003725233,0.00016827472,0.0002173006,0.000008878931,0.00013046211,0.004255247],"genre_scores_gemma":[0.9945708,0.00017265131,0.0005411681,0.0033597017,0.0006904119,0.000028432512,0.00010216093,0.000044044475,0.0004906392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867755,0.000009724896,0.00041213987,0.00044978023,0.00008155967,0.00036921536],"domain_scores_gemma":[0.99922174,0.000066866785,0.0002668297,0.00031988832,0.0000840938,0.000040590854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001459446,0.0002695435,0.00033066684,0.00021666937,0.00023540347,0.0007107587,0.00023470209,0.00008199923,0.0004507623],"category_scores_gemma":[0.000067651265,0.0002594646,0.00008829838,0.00020779968,0.00006606127,0.0023998711,0.00021559132,0.00011887031,0.00027984785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014137567,0.00003672676,0.98296803,0.00006224255,0.000018402498,0.0000034309846,0.000024211418,0.00012066723,0.000037009453,0.0043286886,0.009417496,0.002968929],"study_design_scores_gemma":[0.0010737384,0.000016742184,0.8373934,0.00008622868,0.00023218321,0.0000025206364,0.0002778045,0.09998781,0.00015213016,0.00640203,0.05342638,0.00094901945],"about_ca_topic_score_codex":0.0094580185,"about_ca_topic_score_gemma":0.001410588,"teacher_disagreement_score":0.14557464,"about_ca_system_score_codex":0.00003642454,"about_ca_system_score_gemma":0.00002060494,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W3010792296","doi":"10.2139/ssrn.3479445","title":"A Mixed Bond and Equity Fund Model for the Valuation of Segregated Fund Policies","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université Laval; Concordia University; Université de Montréal","funders":"","keywords":"Equity (law); Bond; Business; Valuation (finance); Income fund; Investment fund; Private equity fund; Economics; Fund administration; Financial economics; Finance; Actuarial science; Private equity; Political science","score_opus":0.0670599190153806,"score_gpt":0.29084544381444466,"score_spread":0.22378552479906405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010792296","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":[0.99053115,0.0012880946,0.0065055015,0.0006224524,0.00012400816,0.00037115754,0.0000027074473,0.000016435639,0.0005384748],"genre_scores_gemma":[0.9974691,0.00027448495,0.00009238018,0.00024285309,0.00032300275,0.0000070189417,0.000013920548,0.000019947918,0.001557242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982228,0.00001332346,0.00034666367,0.00017098644,0.00034827302,0.0008979137],"domain_scores_gemma":[0.99894506,0.000077712895,0.00043305175,0.00017620911,0.00035830357,0.000009660146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002304693,0.00014847972,0.00023095451,0.00020217223,0.00028268524,0.00018253339,0.00023245448,0.000055019416,0.000028844512],"category_scores_gemma":[0.000108226,0.00010528457,0.00013869848,0.00034368326,0.000046818717,0.00067610363,0.00012708898,0.000341415,0.000014350837],"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":[0.0003777682,0.000097102486,0.12299221,0.00016331267,0.00022798465,2.6994311e-7,0.00029681908,0.0035677503,0.004271922,0.85051036,0.0008606926,0.016633833],"study_design_scores_gemma":[0.0014359527,0.0000718883,0.028474957,0.00004990915,0.0005083608,0.00000770994,0.00077619724,0.63359725,0.00009407353,0.332882,0.0018612879,0.00024040649],"about_ca_topic_score_codex":0.0003906978,"about_ca_topic_score_gemma":0.0016403518,"teacher_disagreement_score":0.6300295,"about_ca_system_score_codex":0.00014435957,"about_ca_system_score_gemma":0.00030622372,"threshold_uncertainty_score":0.429338},"labels":[],"label_agreement":null},{"id":"W3012211815","doi":"","title":"Just Released: Who's Borrowing Now? The Young and the Riskless!","year":2014,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Boom; Consumer debt; Debt; Household debt; Economics; Monetary economics; Business; Finance; Geography; Engineering","score_opus":0.008528614649184023,"score_gpt":0.1829816407089431,"score_spread":0.17445302605975907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012211815","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":[0.9766031,0.00013120305,0.00007446983,0.0030863713,0.00041338164,0.00026636393,0.0000044134854,0.00006623508,0.019354453],"genre_scores_gemma":[0.9925891,0.00014148718,0.000077506134,0.004570013,0.0012609564,0.000020430467,0.000034388428,0.00003821714,0.0012679027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987491,0.000037322472,0.00041479696,0.00037175807,0.00010684322,0.00032020046],"domain_scores_gemma":[0.9987651,0.00021926819,0.00034508426,0.0005846595,0.00006876421,0.00001714087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079374464,0.00024184542,0.00034466264,0.00009859089,0.00058742164,0.0006608157,0.00046050185,0.00007611363,0.00009858831],"category_scores_gemma":[0.00016933527,0.0001493147,0.00016748408,0.00020907146,0.00021032694,0.00091814983,0.0003237077,0.00019168436,0.00016323882],"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":[0.00006773053,0.00002106744,0.8677025,0.000044022592,0.000036817244,0.0000013853737,0.00019985712,0.00020359644,0.0000034364152,0.11886924,0.009883639,0.0029667104],"study_design_scores_gemma":[0.0023846533,0.00001170197,0.37761796,0.00007283349,0.00046389783,0.0000021419119,0.00060098036,0.251149,0.000024710485,0.011615994,0.35541528,0.000640835],"about_ca_topic_score_codex":0.0021454426,"about_ca_topic_score_gemma":0.0060331696,"teacher_disagreement_score":0.49008453,"about_ca_system_score_codex":0.00002653283,"about_ca_system_score_gemma":0.000013162101,"threshold_uncertainty_score":0.6372261},"labels":[],"label_agreement":null},{"id":"W3012296565","doi":"10.1257/pol.20200178","title":"Housing in Medicaid: Should It Really Change?","year":2023,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Medicaid; Estate; Redistribution (election); Welfare; Business; Real estate; Public economics; Tax exemption; Economics; Actuarial science; Social Welfare; Labour economics; Demographic economics; Health care; Finance; Economic growth; Political science; Law; Market economy","score_opus":0.04708054176881173,"score_gpt":0.30408390616250563,"score_spread":0.2570033643936939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012296565","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":[0.9700152,0.000034561665,0.000005373175,0.015398102,0.00076273055,0.00018995005,0.000012320561,0.00012925545,0.013452482],"genre_scores_gemma":[0.9753276,0.000726713,0.00007339183,0.013671322,0.009694614,0.000025438258,0.00003794967,0.00008642804,0.00035654346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733245,0.000032291537,0.001086801,0.0004961077,0.00013244334,0.00091989647],"domain_scores_gemma":[0.998292,0.00009350397,0.0011290156,0.00036798036,0.000033952707,0.00008353957],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012819661,0.00034761857,0.000741808,0.0026173198,0.0002572729,0.00046482094,0.00064499176,0.00007782469,0.0009385435],"category_scores_gemma":[0.00015707001,0.00037707965,0.00027293473,0.0007573333,0.00023353644,0.0020327119,0.00031107882,0.0003844782,0.0064620576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109433524,0.0000593796,0.8357622,0.000042454005,0.00009994129,0.00014639922,0.00073621824,0.002775286,0.000047732992,0.02029977,0.067257814,0.07266335],"study_design_scores_gemma":[0.0018033275,0.000057911064,0.5005112,0.0001695237,0.00011725115,0.00005387397,0.0016816295,0.046110768,0.000009117956,0.008313275,0.439939,0.00123311],"about_ca_topic_score_codex":0.048022605,"about_ca_topic_score_gemma":0.011493619,"teacher_disagreement_score":0.3726812,"about_ca_system_score_codex":0.0011665833,"about_ca_system_score_gemma":0.00035563292,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W3012523368","doi":"10.5539/ibr.v13n4p44","title":"The Effects of Financial Education on Financial Literacy in Italy","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Sample (material); Medical education; Finance; Psychology; Political science; Business; Medicine","score_opus":0.024183212981587678,"score_gpt":0.3273180075869522,"score_spread":0.3031347946053645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012523368","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":[0.9867946,0.00016609984,0.000017634733,0.0057988195,0.0011736087,0.00046675757,0.000003414348,0.000023795119,0.005555279],"genre_scores_gemma":[0.9952153,0.000071377086,0.000039342303,0.0016260322,0.0023545772,0.00009602907,0.00006927804,0.000019812529,0.00050828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975919,0.00005188268,0.00045940132,0.00037294824,0.0012026508,0.0003212005],"domain_scores_gemma":[0.99680704,0.0004929278,0.00019050436,0.00023528378,0.0022565192,0.000017726283],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007063998,0.00015737514,0.00020805578,0.0006478375,0.00021833197,0.00034773775,0.00077447237,0.00007612464,0.00011729935],"category_scores_gemma":[0.012701602,0.00012652446,0.000090565845,0.002530467,0.00012915467,0.0008877053,0.00032009956,0.00034034243,0.0003570403],"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":[0.0009645646,0.0006661119,0.8480174,0.0005768529,0.000014851636,0.000047320318,0.00027668732,0.00012506108,0.0028270693,0.078172445,0.027482493,0.040829163],"study_design_scores_gemma":[0.0004539749,0.000023877716,0.913408,0.00029546843,0.000008601408,2.8582681e-7,0.000013087406,0.0011395817,0.00035008026,0.0039909496,0.08018103,0.00013510295],"about_ca_topic_score_codex":0.0010054774,"about_ca_topic_score_gemma":0.00014561579,"teacher_disagreement_score":0.0741815,"about_ca_system_score_codex":0.000101991274,"about_ca_system_score_gemma":0.0003055793,"threshold_uncertainty_score":0.9956148},"labels":[],"label_agreement":null},{"id":"W3014210426","doi":"10.1002/gps.5302","title":"Household debt, hypertension and depressive symptoms for older adults","year":2020,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"National Natural Science Foundation of China","keywords":"Household debt; Mediation; Debt; Medicine; Odds ratio; Depressive symptoms; Population; Longitudinal study; Demography; Gerontology; Psychology; Psychiatry; Environmental health; Economics; Finance; Internal medicine; Anxiety","score_opus":0.010093703091851355,"score_gpt":0.21777928960855283,"score_spread":0.2076855865167015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014210426","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":[0.9906829,0.0011539528,0.00077621144,0.0040298314,0.002963158,0.00018299583,0.00001083615,0.000029215153,0.00017091841],"genre_scores_gemma":[0.9853965,0.00008254569,0.0013319439,0.0055236937,0.0075936536,0.000004577322,0.000018361676,0.000029501383,0.000019234958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985003,0.000008609005,0.0006002933,0.00023917816,0.00048602556,0.00016559442],"domain_scores_gemma":[0.9981651,0.000051794043,0.0008527859,0.00009070883,0.00080082257,0.000038845337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016118001,0.00017503713,0.00028507074,0.00035079577,0.0000880866,0.00020526501,0.0003960489,0.000071412935,0.0000746619],"category_scores_gemma":[0.00018290951,0.00014889227,0.0002414181,0.00027693604,0.00002367116,0.0008737858,0.0001197245,0.0001379035,0.000012765945],"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":[0.0014188426,0.00022695352,0.9400927,0.00015741219,0.00021437855,0.000051579376,0.000120754354,0.00012361424,0.00032378154,0.0034759417,0.04454072,0.009253344],"study_design_scores_gemma":[0.011609564,0.00017735112,0.9335534,0.0006495006,0.00093414396,0.00013219801,0.00025628135,0.012443007,0.00007886202,0.0046802056,0.034734298,0.0007511725],"about_ca_topic_score_codex":0.000043074866,"about_ca_topic_score_gemma":0.000008378625,"teacher_disagreement_score":0.0123193925,"about_ca_system_score_codex":0.000022159895,"about_ca_system_score_gemma":0.000051031268,"threshold_uncertainty_score":0.6071651},"labels":[],"label_agreement":null},{"id":"W3015106070","doi":"10.1093/rapstu/raaa009","title":"How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"The Review of Asset Pricing Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":769,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Consumption (sociology); Economics; Virology; Medicine; Outbreak; Sociology; Infectious disease (medical specialty); Social science","score_opus":0.13017317293738526,"score_gpt":0.35205914674398436,"score_spread":0.2218859738065991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015106070","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":[0.92062026,0.04440606,0.00008808565,0.03346753,0.00017944003,0.0010264333,0.000010386693,0.00015065436,0.000051165865],"genre_scores_gemma":[0.9122609,0.065913975,0.00017127467,0.020328773,0.0010868912,0.000047740217,0.000015552572,0.0000362526,0.00013865985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979829,0.00018133582,0.00064262754,0.00042038754,0.000463709,0.00030904377],"domain_scores_gemma":[0.99801487,0.00051648455,0.00075510226,0.0005065999,0.00017127383,0.00003567239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028273351,0.00028143017,0.00077647326,0.00010993931,0.0006565127,0.0001558509,0.0006022261,0.000032556993,0.00004594517],"category_scores_gemma":[0.0060289623,0.00014014334,0.0001977928,0.0010438383,0.00012726584,0.00066844135,0.0006151439,0.00020771455,0.00004303969],"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":[0.000100856996,0.000023920777,0.9616412,0.021194963,0.00017408286,0.000013024538,0.001370781,0.00011422779,0.0025387888,0.0012408778,0.010324398,0.001262911],"study_design_scores_gemma":[0.0013127427,0.000113334034,0.5721617,0.019346355,0.0038873607,0.000017039647,0.005733091,0.0009712775,0.00036082487,0.0014624838,0.39302576,0.0016080932],"about_ca_topic_score_codex":0.00012157925,"about_ca_topic_score_gemma":0.00013358367,"teacher_disagreement_score":0.38947952,"about_ca_system_score_codex":0.0001034727,"about_ca_system_score_gemma":0.000020441465,"threshold_uncertainty_score":0.72176665},"labels":[],"label_agreement":null},{"id":"W3018327214","doi":"10.4324/9781315623931-9","title":"Towards positive wealth accumulation strategies for persons with disabilities","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Business","score_opus":0.053723473237790316,"score_gpt":0.29390267247494267,"score_spread":0.24017919923715236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018327214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031902855,0.00007564943,0.00090232247,0.0005177948,0.00023077968,0.0011211319,0.00009745655,0.0001722308,0.99369234],"genre_scores_gemma":[0.30231345,0.000020138303,0.0010554354,0.0007608275,0.002638519,0.00006964376,0.0016242046,0.00014991355,0.69136786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982719,0.000003405292,0.00036911087,0.0005823287,0.00044361223,0.00032963604],"domain_scores_gemma":[0.9980704,0.000077308745,0.000670369,0.0005464595,0.00061858527,0.000016850781],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022802464,0.0005032883,0.0005903047,0.00030854813,0.0006520067,0.0011595148,0.00033179892,0.00022081827,0.0014397681],"category_scores_gemma":[0.00007938119,0.00039501392,0.0003031013,0.0000324062,0.0002132609,0.0020747157,0.00013145967,0.00016798048,0.00015327489],"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":[0.00016338388,0.000020827054,0.0043427045,0.00042428865,0.00007733187,0.0000031243358,0.00019830084,0.000023306497,0.0000025422007,0.9874215,0.005879893,0.001442764],"study_design_scores_gemma":[0.0018661285,0.00025294983,0.023341937,0.0017284525,0.002691355,0.0000027382741,0.0028492464,0.005948616,0.00000962688,0.36218077,0.5962424,0.0028857545],"about_ca_topic_score_codex":0.0021116466,"about_ca_topic_score_gemma":0.004011979,"teacher_disagreement_score":0.62524074,"about_ca_system_score_codex":0.000101071695,"about_ca_system_score_gemma":0.00017192327,"threshold_uncertainty_score":0.9998774},"labels":[],"label_agreement":null},{"id":"W3021225663","doi":"10.1111/j.1540-6237.2006.00431.x","title":"The Portfolio Choices of Hispanic Couples<sup>*</sup>","year":2006,"lang":"en","type":"article","venue":"Social Science Quarterly","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Portfolio; Net worth; Survey of Income and Program Participation; Asset (computer security); Demographic economics; Equity (law); Economics; Real estate; Position (finance); Asset allocation; Actuarial science; Financial economics; Finance; Political science","score_opus":0.007048167985952342,"score_gpt":0.22399934009909436,"score_spread":0.21695117211314202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021225663","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":[0.970265,0.000099279656,0.000016266375,0.00035338564,0.00022199753,0.00017509285,0.000002292666,0.000064621425,0.028802097],"genre_scores_gemma":[0.9974005,0.000002385793,0.000026304426,0.00023554763,0.0014423829,0.00000968555,0.0000103086595,0.000012265747,0.0008605728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99770683,0.00001207872,0.00045709332,0.00034943447,0.0009522082,0.000522364],"domain_scores_gemma":[0.9988097,0.000044867833,0.00044085403,0.0002559592,0.00043516018,0.000013472182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011108923,0.00016714194,0.0002305357,0.00022952505,0.0014890899,0.00056613784,0.0007863739,0.00005508913,0.00018095635],"category_scores_gemma":[0.00006107961,0.0001255136,0.00016653113,0.0022083928,0.00082179916,0.0015199692,0.000049270675,0.000098398334,0.00015074483],"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":[0.00004682994,0.0002145032,0.43871832,0.00006520021,0.000013999538,0.000008082707,0.0011395235,0.00004632129,0.005967728,0.51616436,0.013934956,0.023680154],"study_design_scores_gemma":[0.00060817495,0.00009215256,0.84710294,0.000042537788,0.00015989986,7.772079e-7,0.0033248519,0.012088878,0.00011074247,0.025757981,0.11010206,0.00060902984],"about_ca_topic_score_codex":0.003892035,"about_ca_topic_score_gemma":0.00049955194,"teacher_disagreement_score":0.4904064,"about_ca_system_score_codex":0.00006148298,"about_ca_system_score_gemma":0.00008912441,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W3021461964","doi":"10.3386/w15665","title":"Research in Accounting for Income Taxes","year":2010,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Accounting; Economics; Business","score_opus":0.26958696129260123,"score_gpt":0.4867806740593908,"score_spread":0.21719371276678956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021461964","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":[0.93391407,0.00017275666,0.000004985113,0.0015153963,0.00075395143,0.0017990952,0.00007554802,0.00003127825,0.06173291],"genre_scores_gemma":[0.9931685,0.000038186827,0.00071990374,0.00006920199,0.0038547437,0.00049807195,0.0006807383,0.00006386934,0.00090681296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952311,0.00010369133,0.0011255423,0.000970141,0.0017244095,0.00084513],"domain_scores_gemma":[0.9929744,0.0017118165,0.00051511166,0.0005903247,0.004184832,0.000023498782],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01942621,0.00028248262,0.00064343086,0.0057923025,0.0003674381,0.000654683,0.001495298,0.0006105426,0.00055108726],"category_scores_gemma":[0.00278679,0.00030714442,0.00028019396,0.0010210286,0.00038266543,0.0008986549,0.0023538491,0.002360101,0.0004485953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021072388,0.0001692176,0.18031114,0.0013016706,0.000040460436,0.0000037055552,0.00004816307,0.0019233413,0.0005887887,0.80440533,0.01018965,0.00080781075],"study_design_scores_gemma":[0.0006732128,0.00001539317,0.028318888,0.00040787895,0.000015038787,3.387421e-7,0.00007839021,0.035333846,0.00015965835,0.92399484,0.010665187,0.000337351],"about_ca_topic_score_codex":0.012134374,"about_ca_topic_score_gemma":0.0066248183,"teacher_disagreement_score":0.15199226,"about_ca_system_score_codex":0.00072267087,"about_ca_system_score_gemma":0.00086310133,"threshold_uncertainty_score":0.99994147},"labels":[],"label_agreement":null},{"id":"W3022110659","doi":"10.1017/s147474721700004x","title":"The financial feasibility of delaying Social Security: evidence from administrative tax data","year":2017,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Health and Retirement Study; Sample (material); Quarter (Canadian coin); Economics; Public economics; Panel data; Actuarial science; Business; Finance; Econometrics; Demography; Sociology","score_opus":0.12264703561408401,"score_gpt":0.3254466670233625,"score_spread":0.20279963140927848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022110659","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":[0.9967223,0.0008128807,0.000033846063,0.0016411697,0.0004456406,0.000109552835,0.000054190114,0.0000023770888,0.00017803708],"genre_scores_gemma":[0.99580675,0.0025412657,0.0004821601,0.00013958156,0.0009794416,0.0000010643954,0.00000889713,0.000009504618,0.00003133973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986128,0.000018969216,0.00076145324,0.00028287343,0.00013906807,0.00018483482],"domain_scores_gemma":[0.9960568,0.00021181017,0.002580897,0.0007325372,0.00040490393,0.000013074092],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012351474,0.00015413668,0.00044296175,0.000069864225,0.0013958352,0.00047118563,0.0010383533,0.00007667482,0.000018625971],"category_scores_gemma":[0.0018103147,0.000120813,0.00014030297,0.00007156162,0.0003117766,0.002343448,0.00072470534,0.00022691768,0.0000057990114],"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":[0.001081747,0.00023597154,0.9049259,0.000077648576,0.00008830066,0.00006031896,0.0006872209,0.00008776517,0.0003283788,0.05885737,0.010251578,0.023317834],"study_design_scores_gemma":[0.00065529597,0.000042455387,0.923894,0.00022568251,0.00021180329,0.000004995937,0.00017293477,0.018727819,0.00004054367,0.026313389,0.029463798,0.00024728922],"about_ca_topic_score_codex":0.00064539077,"about_ca_topic_score_gemma":0.0029896712,"teacher_disagreement_score":0.03254398,"about_ca_system_score_codex":0.000032021668,"about_ca_system_score_gemma":0.00016257176,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W3022268980","doi":"10.3386/w9188","title":"The Trick is to Live: Is the Estate Tax Social Security for the Rich?","year":2002,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bequest; Estate tax; Estate; Economics; Annuity; Payment; Social security; Tax reform; Actuarial science; Monetary economics; Business; Finance; Life annuity; Ad valorem tax; Public economics; Pension; Market economy","score_opus":0.2073984186947222,"score_gpt":0.444744850496685,"score_spread":0.2373464318019628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022268980","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":[0.5056399,0.0024388062,0.000047080724,0.31673422,0.0028931561,0.012226231,0.0011213607,0.00010815343,0.15879111],"genre_scores_gemma":[0.98045135,0.0006001472,0.0000615539,0.0022615765,0.0050437823,0.00072187145,0.00016771667,0.000053823278,0.010638167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969117,0.000089527275,0.00071429927,0.00059344264,0.0011688012,0.0005221965],"domain_scores_gemma":[0.9944676,0.0022502649,0.00054265733,0.0005534799,0.0021685783,0.000017388229],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0060123266,0.0002638772,0.000362955,0.00046108235,0.0017890985,0.00094184326,0.001855198,0.00019588745,0.0011551945],"category_scores_gemma":[0.0013154008,0.00015931747,0.00045411207,0.0005337562,0.00031939158,0.00027819752,0.0014646811,0.0007446439,0.0008239173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014635794,0.000063169864,0.0022453999,0.0001415257,0.00017138473,4.6011743e-7,0.0012870595,0.00039235296,0.000005149237,0.14357804,0.84922814,0.0027409405],"study_design_scores_gemma":[0.00041682797,0.000016537437,0.0057205297,0.0000407075,0.00010632914,2.4811152e-7,0.00046384434,0.05271253,0.000029636747,0.46603882,0.47416788,0.0002861164],"about_ca_topic_score_codex":0.0042780126,"about_ca_topic_score_gemma":0.00079981907,"teacher_disagreement_score":0.47481146,"about_ca_system_score_codex":0.0003886246,"about_ca_system_score_gemma":0.00025950852,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W3022565520","doi":"","title":"The Evolution of Wealth Inequality in Canada, 1984-1999","year":2002,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Inequality; Economics; National wealth; Population; Demographic economics; Economic inequality; Debt; Stock market; Stock (firearms); Labour economics; Demography; Context (archaeology); Geography; Finance","score_opus":0.013009826630152222,"score_gpt":0.20660014562607912,"score_spread":0.1935903189959269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022565520","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":[0.9827291,0.0014749595,0.000010617069,0.0004826394,0.0009840757,0.00028234452,0.000016029644,0.000037688143,0.013982584],"genre_scores_gemma":[0.9983222,0.0000553065,0.000041813746,0.0004933863,0.00042613506,0.000020302223,0.00001581646,0.000021969268,0.00060307264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760824,0.000063962645,0.000987969,0.00039941256,0.00042770518,0.0005127132],"domain_scores_gemma":[0.9982476,0.00020436573,0.00071260193,0.0005579719,0.00024599716,0.000031418418],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009524855,0.00025617162,0.00045922978,0.00033454972,0.00033425263,0.0000802309,0.00042646847,0.0000819152,0.0014982391],"category_scores_gemma":[0.00047078612,0.00022365413,0.00013328496,0.0010197767,0.00017779341,0.00068453734,0.00014366707,0.00023824589,0.000248983],"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":[0.000015387199,0.000051848325,0.97325116,0.00005821059,0.000012111063,0.0000067971764,0.000042035408,0.00003195056,0.000026223937,0.00970947,0.016144762,0.0006500659],"study_design_scores_gemma":[0.00049542205,0.000007960208,0.957525,0.00007116038,0.000045485554,0.0000017294508,0.00031945165,0.006268237,0.000013644239,0.00048270976,0.034479454,0.00028975785],"about_ca_topic_score_codex":0.83647704,"about_ca_topic_score_gemma":0.95196295,"teacher_disagreement_score":0.11548589,"about_ca_system_score_codex":0.0012998343,"about_ca_system_score_gemma":0.0005217547,"threshold_uncertainty_score":0.9994145},"labels":[],"label_agreement":null},{"id":"W3022860187","doi":"10.1016/j.jpubeco.2020.104243","title":"Relaxing household liquidity constraints through social security","year":2020,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":30,"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":"Unemployment; Social security; Economics; Consumption (sociology); Market liquidity; Cash; Quarter (Canadian coin); Labour economics; Coronavirus disease 2019 (COVID-19); Public economics; Demographic economics; Finance; Economic growth","score_opus":0.07641395909109056,"score_gpt":0.23452644659841582,"score_spread":0.15811248750732526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022860187","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":[0.9850344,0.000060393104,0.00020835416,0.008136411,0.0005141001,0.00007578662,0.0000086206655,0.000040760402,0.0059211496],"genre_scores_gemma":[0.98829246,0.000051680858,0.00035024987,0.0059617604,0.005288699,8.316799e-7,0.000011512754,0.000028041502,0.000014775488],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840045,0.000024529727,0.0008781721,0.00021213038,0.00018171227,0.00030302396],"domain_scores_gemma":[0.9980712,0.000041844552,0.0013916369,0.00011867461,0.00033457676,0.00004205865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090004725,0.0001862895,0.00047713504,0.00016730133,0.00023200494,0.00054617913,0.00043110832,0.00011360211,0.00055133813],"category_scores_gemma":[0.00047432585,0.00018784567,0.00035421332,0.00033396887,0.00012463106,0.0037177627,0.00019373996,0.00036689267,0.000079675396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020184401,0.00035151158,0.6419459,0.00027657746,0.00028391066,0.000104620805,0.0017853935,0.0003757915,0.00024138339,0.24173602,0.10901659,0.0036804795],"study_design_scores_gemma":[0.0034970185,0.00011637876,0.06331092,0.00008266992,0.00050517096,0.000036439727,0.0015194732,0.010856005,0.00014339494,0.03899269,0.87976915,0.0011707043],"about_ca_topic_score_codex":0.000036712285,"about_ca_topic_score_gemma":0.00003800937,"teacher_disagreement_score":0.77075255,"about_ca_system_score_codex":0.00010563222,"about_ca_system_score_gemma":0.00012493622,"threshold_uncertainty_score":0.7660124},"labels":[],"label_agreement":null},{"id":"W3023136430","doi":"10.3386/w27123","title":"The Wealth of Generations, With Special Attention to the Millennials","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Ford Foundation","keywords":"Economics; Psychology; Business","score_opus":0.23687904475280783,"score_gpt":0.4467480021704772,"score_spread":0.2098689574176694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023136430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09364838,0.0014830155,0.000042202693,0.038125098,0.0029741935,0.0047179735,0.00023687068,0.00004644741,0.8587258],"genre_scores_gemma":[0.9432368,0.001624699,0.0002776482,0.0004119571,0.042182744,0.00025801075,0.0016920773,0.000096211545,0.010219829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960324,0.000085164575,0.00092980976,0.000428006,0.0022241857,0.00030042217],"domain_scores_gemma":[0.9944009,0.0004392504,0.0008152368,0.00038316916,0.003940999,0.000020442523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059037795,0.00019421338,0.00043474563,0.000623668,0.00056965975,0.00025979226,0.0007404341,0.0001230987,0.0004646939],"category_scores_gemma":[0.0016117195,0.00012143159,0.00020193796,0.00071267824,0.00019944657,0.00027734315,0.0003094385,0.00036008374,0.00040859936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024773332,0.0000649201,0.021964014,0.0002797578,0.00017214273,0.0000017241052,0.000046195004,0.0011828549,0.00012726041,0.27507514,0.6988256,0.0020126372],"study_design_scores_gemma":[0.0004270187,0.000080564445,0.030314645,0.0002224954,0.00013168444,0.0000019710014,0.00011876381,0.0020308953,0.00006557559,0.024270102,0.94203115,0.0003051353],"about_ca_topic_score_codex":0.003054941,"about_ca_topic_score_gemma":0.006578488,"teacher_disagreement_score":0.84958845,"about_ca_system_score_codex":0.0004648783,"about_ca_system_score_gemma":0.001588155,"threshold_uncertainty_score":0.52518547},"labels":[],"label_agreement":null},{"id":"W3023624099","doi":"10.3386/w27097","title":"Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":199,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Stimulus (psychology); Market liquidity; Economics; Monetary economics; Payment; Liberian dollar; Debt; Consumer spending; Labour economics; Recession; Finance; Macroeconomics","score_opus":0.19413607001676664,"score_gpt":0.4454068370379584,"score_spread":0.2512707670211918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023624099","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":[0.8438908,0.0015559333,0.0000063986404,0.042699438,0.002353266,0.0046590026,0.0003201035,0.00007935547,0.104435705],"genre_scores_gemma":[0.9909478,0.0008574071,0.000028532857,0.00046378994,0.0037687607,0.00017958712,0.0003899934,0.000051289877,0.0033128364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996172,0.0002869596,0.0010117225,0.0006965159,0.001447559,0.000385218],"domain_scores_gemma":[0.99569887,0.0019037664,0.00067582837,0.00048667673,0.0011946578,0.00004019449],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014020993,0.0003004374,0.00064001273,0.00077266083,0.000488588,0.0005274865,0.00095515617,0.00020338345,0.0010281353],"category_scores_gemma":[0.003899926,0.00021086913,0.00023824393,0.00033961772,0.0004746192,0.0004690905,0.0013458313,0.0006242751,0.0022809154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01014704,0.00011338093,0.14617226,0.0008799644,0.00057821936,0.000017042305,0.00022807866,0.0042308993,0.00012578204,0.15136395,0.68455446,0.0015889454],"study_design_scores_gemma":[0.0040757307,0.00013269321,0.17978784,0.00047467995,0.00037445582,0.000013980797,0.00010376253,0.035914235,0.00004856253,0.07694789,0.7011643,0.00096186297],"about_ca_topic_score_codex":0.004208794,"about_ca_topic_score_gemma":0.0013924318,"teacher_disagreement_score":0.147057,"about_ca_system_score_codex":0.001036078,"about_ca_system_score_gemma":0.0011744403,"threshold_uncertainty_score":0.9998851},"labels":[],"label_agreement":null},{"id":"W3026042962","doi":"10.18488/journal.aefr.2020.105.536.546","title":"Determination of Factors Affecting the Financial Literacy of University Students in Eastern Anatolia using Ordered Regression Models","year":2020,"lang":"en","type":"article","venue":"Asian Economic and Financial Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Ordered logit; Logistic regression; Probit model; Marital status; Ordered probit; Population; Socioeconomic status; Quarter (Canadian coin); Literacy; Psychology; Demographic economics; Mathematics education; Demography; Finance; Medical education; Economics; Sociology; Geography; Pedagogy; Medicine; Econometrics; Statistics; Mathematics","score_opus":0.028059444613948686,"score_gpt":0.2654228140410321,"score_spread":0.2373633694270834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026042962","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":[0.99675417,0.0021040519,0.0003435465,0.00011702232,0.00007673439,0.0003781068,0.000005804233,0.000008186755,0.00021236134],"genre_scores_gemma":[0.99820334,0.0012462232,0.00014110707,0.00027723188,0.00009826711,8.204945e-7,0.0000129045275,0.00001056584,0.000009567041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889433,0.00004636563,0.00051410514,0.00026547848,0.00012371417,0.0001560083],"domain_scores_gemma":[0.99903613,0.000039035982,0.0006835242,0.00014895557,0.000076903176,0.000015437237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038161667,0.00017078858,0.00053744536,0.00014089633,0.00010327104,0.00003471076,0.00026328248,0.000061968065,0.000028639623],"category_scores_gemma":[0.00025709477,0.00014198264,0.00013298735,0.00041376567,0.000054692806,0.0009525759,0.00020722942,0.00010541564,0.000004912473],"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":[0.00011084722,0.00005809289,0.93520176,0.0026159568,0.000006459651,0.00000994497,0.001186221,0.000061165716,0.00003432003,0.002413209,0.000062433945,0.05823956],"study_design_scores_gemma":[0.0016984916,0.00006164748,0.87684387,0.007821548,0.00048639457,0.0000015368765,0.00055918074,0.10415507,0.000058965703,0.0012078154,0.0064454465,0.00066002307],"about_ca_topic_score_codex":0.00050276937,"about_ca_topic_score_gemma":0.00020052957,"teacher_disagreement_score":0.1040939,"about_ca_system_score_codex":0.000043748645,"about_ca_system_score_gemma":0.000050387272,"threshold_uncertainty_score":0.57898843},"labels":[],"label_agreement":null},{"id":"W3027167221","doi":"10.2478/fprj-2018-0006","title":"Indigenous Autonomy and Financial Decision-Making in Communities","year":2018,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Autonomy; Accountability; Financial literacy; Traditional knowledge; Political science; Business; Sociology; Public relations; Finance; Ecology; Law","score_opus":0.051060446654681645,"score_gpt":0.3495320685241971,"score_spread":0.2984716218695155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027167221","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":[0.99565,0.00060215814,0.0003567623,0.00008620993,0.00050289364,0.00024999745,0.0000035355183,0.000042476055,0.0025059946],"genre_scores_gemma":[0.99358374,0.00003026617,0.00109937,0.0006106003,0.004517601,0.000014317971,0.000011088511,0.00003404664,0.00009896808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678326,0.000109842105,0.0007029986,0.00031730667,0.0010195393,0.0010670772],"domain_scores_gemma":[0.99789816,0.0004969769,0.00028600337,0.00030388267,0.0009654728,0.00004951689],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004527122,0.00026659132,0.00043109924,0.0022858968,0.0024141727,0.0011937671,0.0007007847,0.00019055762,0.00036725122],"category_scores_gemma":[0.0031218277,0.0002564814,0.00010088246,0.001785205,0.0004508777,0.0016382105,0.00066937506,0.00150192,0.00021765934],"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":[0.0004078043,0.00009485293,0.9563338,0.000049482536,0.0000047587573,0.0004132836,0.0043745004,0.00007525025,0.00003411028,0.0015599126,0.007962419,0.028689783],"study_design_scores_gemma":[0.00075496774,0.00012295856,0.88725126,0.0014738584,0.000016787963,0.00005324732,0.000619989,0.0019594003,0.000008608074,0.02266442,0.08469764,0.00037685243],"about_ca_topic_score_codex":0.0011209138,"about_ca_topic_score_gemma":0.001750424,"teacher_disagreement_score":0.07673523,"about_ca_system_score_codex":0.00023956498,"about_ca_system_score_gemma":0.00061934005,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W3027759878","doi":"","title":"The influence of financial attitude, behaviour and knowledge on financial literacy: a Malaysian perspective / Amira Rosalia Aripin","year":2019,"lang":"en","type":"dissertation","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Nonprobability sampling; Finance; Context (archaeology); Debt; Developing country; Sample (material); Bankruptcy; Sampling frame; Perspective (graphical); Business; Psychology; Economics; Sociology; Geography; Economic growth; Population","score_opus":0.007015777359976351,"score_gpt":0.23788618212194174,"score_spread":0.23087040476196538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027759878","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":[0.98105204,0.0005954529,0.0000073438546,0.00014085537,0.0027410246,0.00059835723,0.00006129977,0.000095794225,0.014707824],"genre_scores_gemma":[0.9898424,0.000105198014,0.000084161504,0.00013092799,0.001073065,0.000027229755,0.00059815875,0.0000317714,0.008107051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973465,0.00004812813,0.00057410053,0.00085736654,0.0007062667,0.00046760726],"domain_scores_gemma":[0.99637234,0.00015833629,0.00094621873,0.0005296863,0.0019602438,0.000033192555],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00029994827,0.00057001994,0.0006487732,0.0007489772,0.0014686426,0.00040215306,0.00070840184,0.00056001905,0.00003391395],"category_scores_gemma":[0.0010058895,0.00052372174,0.00031791595,0.0011402183,0.00053868414,0.001573355,0.0003351014,0.0006719447,0.00011161109],"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":[0.0011604764,0.0002429249,0.1681916,0.0003620643,0.00007111592,0.00018544974,0.0009215718,0.00034928604,0.00034449296,0.8256383,0.0016899745,0.00084273366],"study_design_scores_gemma":[0.0006684003,0.00013636485,0.97534406,0.0007789278,0.00045604727,0.000009479215,0.0010292121,0.00033848078,0.0000932364,0.002663155,0.01779606,0.00068654714],"about_ca_topic_score_codex":0.0017361031,"about_ca_topic_score_gemma":0.0013477043,"teacher_disagreement_score":0.82297516,"about_ca_system_score_codex":0.00050080806,"about_ca_system_score_gemma":0.00088197767,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W303004298","doi":"","title":"Pooled Target-Benefit Pension Plans: Building on PRPPs","year":2012,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Business; Pension plan; Government (linguistics); Actuarial science; Plan (archaeology); Social security; Public economics; Finance; Economics","score_opus":0.01655083465471691,"score_gpt":0.2328313415522476,"score_spread":0.2162805068975307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W303004298","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":[0.9575719,0.00011229784,0.00022217988,0.00034156782,0.0007339415,0.000255256,0.0000020612613,0.00027306096,0.040487688],"genre_scores_gemma":[0.98945636,0.0000062745944,0.0015006404,0.0039378842,0.0024025019,0.000012366391,0.00008049575,0.00004306495,0.002560393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818426,0.000008976342,0.00037642504,0.00034824308,0.0004951091,0.0005869754],"domain_scores_gemma":[0.99916726,0.00005460907,0.00021058146,0.0003765849,0.00016019265,0.000030797808],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049814524,0.00028072196,0.00029917326,0.00042629373,0.00029423178,0.00021827257,0.00024276733,0.00009608997,0.003477736],"category_scores_gemma":[0.00016980887,0.00023175552,0.00016211442,0.00062341476,0.000024050505,0.0017669852,0.00019166208,0.00014461542,0.0032470613],"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":[0.00009558435,0.0002620186,0.7528613,0.00008066698,0.000026486832,0.000008111198,0.000050945204,0.00018931944,0.0037110068,0.22057629,0.020791246,0.0013469773],"study_design_scores_gemma":[0.0011599284,0.0000352256,0.5571357,0.00024720156,0.00037520283,0.0000026608895,0.0001408274,0.0132309375,0.0031396265,0.0051882085,0.41813624,0.0012082253],"about_ca_topic_score_codex":0.00051614875,"about_ca_topic_score_gemma":0.000069419686,"teacher_disagreement_score":0.397345,"about_ca_system_score_codex":0.000051434738,"about_ca_system_score_gemma":0.0000073292963,"threshold_uncertainty_score":0.99752903},"labels":[],"label_agreement":null},{"id":"W3033231924","doi":"10.1111/joca.12304","title":"Gender differences in financial knowledge, attitudes, and behaviors: Accounting for socioeconomic disparities and psychological traits","year":2020,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Financial literacy; Socioeconomic status; Psychology; Survey data collection; Population; Contrast (vision); Gender gap; Demography; Demographic economics; Social psychology; Finance; Economics; Sociology","score_opus":0.047593907024185596,"score_gpt":0.2854194164215044,"score_spread":0.23782550939731883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033231924","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":[0.99686396,0.002060488,0.0000471523,0.0004770019,0.00015334206,0.00015083085,0.0000042589763,0.000011960648,0.00023101254],"genre_scores_gemma":[0.9984334,0.00016617334,0.00039875973,0.00038947765,0.00057643314,0.0000071034424,0.0000028674042,0.000013530158,0.000012266989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988332,0.000015295096,0.0005696865,0.00023121409,0.00012686616,0.00022375683],"domain_scores_gemma":[0.999256,0.00010808369,0.0004000115,0.000047679892,0.00015714794,0.000031045154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035365688,0.00017871226,0.00047247586,0.00021123966,0.00012032141,0.0002426402,0.00015555414,0.00009376581,0.00008283104],"category_scores_gemma":[0.0002259879,0.00015174439,0.00011666778,0.00013543363,0.0001329708,0.0008689337,0.00008556296,0.0002016951,0.000008151321],"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":[0.00010448294,0.000099121244,0.99335325,0.00017348076,0.0000147760275,0.000008013027,0.000243266,9.750148e-7,0.00012979224,0.001517677,0.0016272333,0.0027279342],"study_design_scores_gemma":[0.0011426776,0.000046128152,0.99467033,0.00007429764,0.00015048086,0.0000051541433,0.00028739622,0.00040183828,0.0000048208053,0.0009015905,0.002116652,0.0001986203],"about_ca_topic_score_codex":0.000021452412,"about_ca_topic_score_gemma":0.00012495229,"teacher_disagreement_score":0.0025293138,"about_ca_system_score_codex":0.000018104192,"about_ca_system_score_gemma":0.00003307392,"threshold_uncertainty_score":0.61879563},"labels":[],"label_agreement":null},{"id":"W3033479756","doi":"10.1111/joca.12311","title":"Immigrants, Financial Knowledge, and Financial Behavior","year":2020,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Finance; Financial plan; Business; Demographic economics; Economics; Political science","score_opus":0.014376456181424725,"score_gpt":0.22817254305461943,"score_spread":0.2137960868731947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033479756","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":[0.9930455,0.0032884218,0.00007755899,0.00075271685,0.0007007798,0.00019285076,0.000005894139,0.000037466067,0.001898786],"genre_scores_gemma":[0.9962654,0.00015073262,0.00031768755,0.0011004449,0.0020420493,0.0000043941286,0.0000056012823,0.000026794007,0.00008685886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830174,0.000020711921,0.00075638725,0.00024281959,0.0003841438,0.00029416595],"domain_scores_gemma":[0.99853146,0.000047744397,0.0006548039,0.00013338825,0.00056778255,0.000064795386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036057332,0.00025268213,0.0005458985,0.000330651,0.00018275548,0.00018071667,0.00029164812,0.0001107032,0.0003476385],"category_scores_gemma":[0.00076327805,0.00022475151,0.00027466167,0.00068025105,0.00011349596,0.001092777,0.00015724354,0.00032989425,0.00020488548],"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":[0.00045232422,0.0003169294,0.87188584,0.00025069455,0.00003518368,0.00034503717,0.00058647734,0.0000048873394,0.001760343,0.003360738,0.09698148,0.024020055],"study_design_scores_gemma":[0.0022500057,0.00009993792,0.51232994,0.00018118622,0.0009988643,0.000032641095,0.00024325582,0.00035015802,0.0002213819,0.00041470272,0.48232558,0.0005523336],"about_ca_topic_score_codex":0.000067356756,"about_ca_topic_score_gemma":0.0001304188,"teacher_disagreement_score":0.3853441,"about_ca_system_score_codex":0.000023113285,"about_ca_system_score_gemma":0.00014496838,"threshold_uncertainty_score":0.91651005},"labels":[],"label_agreement":null},{"id":"W3035063430","doi":"10.1111/asej.12195","title":"Intranational Consumption Risk Sharing in South Korea: 2000–2016","year":2020,"lang":"en","type":"article","venue":"Asian Economic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Economics; Gross domestic product; Capital market; Financial market; Product (mathematics); International economics; Capital (architecture); Monetary economics; Macroeconomics; Finance; Geography","score_opus":0.018338894848828585,"score_gpt":0.2129811566768993,"score_spread":0.1946422618280707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035063430","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":[0.9918001,0.000101283425,0.0002685176,0.0013888007,0.0003223613,0.000105429164,0.0000082311935,0.000034393866,0.0059708357],"genre_scores_gemma":[0.99664295,0.00004241977,0.00029583843,0.00100457,0.0018851435,0.0000027204198,0.00002704616,0.00002183121,0.00007748214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987343,0.000013616883,0.0005690578,0.00028473017,0.0001276592,0.0002706373],"domain_scores_gemma":[0.9992804,0.000015265095,0.0005061543,0.000110086214,0.00005171265,0.000036365454],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048819152,0.00015787274,0.00024077088,0.00034945857,0.0001945799,0.00040628036,0.00027425765,0.000058647678,0.0033854626],"category_scores_gemma":[0.00010528275,0.00016106284,0.00013128006,0.00016189952,0.000034971246,0.0014428408,0.00009067467,0.00032327813,0.002468846],"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":[0.00004301782,0.000014082077,0.9911946,0.000015167379,0.000018790908,0.000016004858,0.00039322922,0.0009894953,0.000012150864,0.0031152647,0.0015473231,0.0026408848],"study_design_scores_gemma":[0.0015151728,0.0000109503935,0.9035604,0.00007580307,0.000100596866,0.000008878113,0.00028065746,0.07642697,0.000005960986,0.004984973,0.012682676,0.00034695087],"about_ca_topic_score_codex":0.00012750235,"about_ca_topic_score_gemma":0.00018342036,"teacher_disagreement_score":0.087634176,"about_ca_system_score_codex":0.00018284863,"about_ca_system_score_gemma":0.00007282642,"threshold_uncertainty_score":0.9983078},"labels":[],"label_agreement":null},{"id":"W3035439260","doi":"10.1177/2047173420927665","title":"An assessment of personal financial literacy teaching and learning in Ontario high schools","year":2020,"lang":"en","type":"article","venue":"Citizenship Social and Economics Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Experiential learning; Curriculum; Stakeholder; Financial literacy; Perspective (graphical); Pedagogy; Literacy; Mathematics education; Psychology; Medical education; Public relations; Political science; Finance; Business; Computer science; Medicine","score_opus":0.021477475720097332,"score_gpt":0.27325912296205523,"score_spread":0.2517816472419579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035439260","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":[0.9974826,0.00002119379,0.000013988677,0.0011089388,0.00013231396,0.00011789391,0.0000017363058,0.00001727314,0.0011040361],"genre_scores_gemma":[0.99666625,0.000006536874,0.00073664077,0.0013776779,0.0009916525,0.000010292201,0.0001195605,0.000012676373,0.00007871317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917084,0.000037984268,0.00030383508,0.00027876787,0.00006035953,0.00014821561],"domain_scores_gemma":[0.9995918,0.00003050937,0.00024116997,0.00004530119,0.000066846376,0.000024356612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042928793,0.00012566683,0.00024476813,0.00014190281,0.00033333234,0.00027474688,0.00007084799,0.00007071417,0.000083382845],"category_scores_gemma":[0.00014051913,0.00014953833,0.00004248523,0.000099410405,0.000033315682,0.0007557798,0.00005388033,0.00042533813,0.00000407445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023481467,0.000039158684,0.96349174,0.000066233675,0.000004000001,2.8319027e-7,0.003758042,0.000016151516,0.000104032566,0.025011858,0.0001460328,0.0073389895],"study_design_scores_gemma":[0.0003009087,0.000018882056,0.9865848,0.000034019486,0.000031315394,2.1702819e-7,0.001074343,0.0046811677,0.0000020915263,0.005963993,0.0011453718,0.00016292559],"about_ca_topic_score_codex":0.01824254,"about_ca_topic_score_gemma":0.0059362203,"teacher_disagreement_score":0.023093028,"about_ca_system_score_codex":0.00010658385,"about_ca_system_score_gemma":0.00023307055,"threshold_uncertainty_score":0.9882951},"labels":[],"label_agreement":null},{"id":"W3035569512","doi":"10.7936/37s1-bq53","title":"The Impact of Tax Refund Delays on the Experience of Hardship and Unsecured Debt","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earned income tax credit; Internal revenue; Debt; Business; Payment; Tax credit; Quarter (Canadian coin); Labour economics; Revenue; Service (business); Monetary economics; Finance; Economics; Public economics; Marketing","score_opus":0.015854334934396856,"score_gpt":0.24656816108059862,"score_spread":0.23071382614620176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035569512","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":[0.996864,0.0012454513,0.0000757882,0.001201598,0.00003724507,0.00010974119,0.0000013644619,0.000007700958,0.00045706314],"genre_scores_gemma":[0.99859875,0.0007294737,0.000005960006,0.00026863388,0.00030121623,0.0000027929345,0.0000017822604,0.000013876922,0.00007749259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99840754,0.000037348207,0.00035661127,0.00014811578,0.00033604447,0.000714362],"domain_scores_gemma":[0.9990168,0.000103650695,0.0004972856,0.00017524268,0.00019100486,0.000016011096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010501946,0.0001439217,0.0002046434,0.00007236772,0.00033857315,0.00012362566,0.00038459548,0.000035123263,0.00005388311],"category_scores_gemma":[0.00042944585,0.000074492265,0.00018743608,0.0004890356,0.0001150603,0.00031918433,0.00007585389,0.0005419727,0.000008327928],"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":[0.0011597093,0.000118826145,0.39083618,0.000047981473,0.00034655505,0.0000063051425,0.0019267078,0.0002522853,0.007851634,0.5882837,0.0025076123,0.0066625127],"study_design_scores_gemma":[0.0047549815,0.0024523765,0.40632823,0.00052657496,0.0011213725,0.00009136027,0.020414831,0.032892376,0.0035154212,0.5047295,0.021474479,0.0016984832],"about_ca_topic_score_codex":0.00053596863,"about_ca_topic_score_gemma":0.00042448269,"teacher_disagreement_score":0.08355418,"about_ca_system_score_codex":0.000088053865,"about_ca_system_score_gemma":0.00022628673,"threshold_uncertainty_score":0.30377066},"labels":[],"label_agreement":null},{"id":"W3036519516","doi":"10.20472/es.2020.9.1.005","title":"Analysis of Factors that Influence Financial Literacy of Millennials in Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Economic Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Bank of Canada; Seneca Polytechnic","funders":"","keywords":"Financial literacy; Business; Demographic economics; Economics; Finance","score_opus":0.026553096756194616,"score_gpt":0.2621707267540345,"score_spread":0.23561762999783992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036519516","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":[0.9987501,0.00008280094,0.000008877747,0.00045477212,0.00040748215,0.00003205914,0.000016975086,0.0000013511584,0.00024561264],"genre_scores_gemma":[0.99915886,0.000027287215,0.00008776227,0.00056177285,0.00015290084,3.2835317e-7,0.0000046006603,0.0000028158574,0.000003649001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837935,0.000011933199,0.0008806327,0.00015463178,0.00045716407,0.00011628587],"domain_scores_gemma":[0.9979188,0.00013241285,0.0015110772,0.00006196132,0.00035841746,0.000017336197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044878147,0.00009672824,0.00042688273,0.0009214569,0.00002785503,0.00008009952,0.0008206964,0.000020300356,0.0004221352],"category_scores_gemma":[0.00046636982,0.000082456834,0.00019183845,0.00074709,0.00009266543,0.0014910981,0.00010147145,0.000066111796,0.0000028762308],"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":[0.000034895715,0.000012692805,0.9801079,0.0000074195486,0.000067483976,0.0000067387346,0.00016015627,0.01829754,0.00019238293,0.0007157329,0.0001110017,0.00028605398],"study_design_scores_gemma":[0.00021098166,0.000013484536,0.982694,0.000050795286,0.00011692809,3.9043277e-7,0.00021593529,0.015118277,0.00045214436,0.00023455275,0.000805665,0.00008685553],"about_ca_topic_score_codex":0.38946283,"about_ca_topic_score_gemma":0.28940952,"teacher_disagreement_score":0.1000533,"about_ca_system_score_codex":0.00014650657,"about_ca_system_score_gemma":0.0006027754,"threshold_uncertainty_score":0.7235569},"labels":[],"label_agreement":null},{"id":"W3036595833","doi":"","title":"The effectiveness of smart phone apps on financial capability:A report for the UK Money Advice Service","year":2018,"lang":"en","type":"report","venue":"Research Portal (Queen's University Belfast)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Advice (programming); Business; Service (business); Phone; Finance; Internet privacy; Computer science; Marketing","score_opus":0.024916799844679222,"score_gpt":0.2842185755838861,"score_spread":0.2593017757392069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036595833","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":[0.8023708,0.0003816893,0.00025785263,0.0041221413,0.004764269,0.01339577,0.00068142655,0.00048600027,0.17354007],"genre_scores_gemma":[0.9547606,0.00077502534,0.00007153738,0.0001916939,0.004201178,0.00011307648,0.0019062938,0.00018519543,0.037795376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99234587,0.0004415723,0.0009326114,0.0013070062,0.0037919197,0.0011809927],"domain_scores_gemma":[0.982081,0.0032866003,0.0013210408,0.0020987578,0.011133393,0.00007923462],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01677284,0.00063711463,0.0010429067,0.0009457707,0.0026566093,0.00028317465,0.0019193172,0.00054518733,0.000368766],"category_scores_gemma":[0.006909193,0.00047302173,0.00078579516,0.0032228574,0.0008701724,0.0005945636,0.0014248802,0.001232245,0.00017120058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015845861,0.0016272448,0.316863,0.013118587,0.0015707347,0.002602043,0.00027552817,0.00019942886,0.00023472738,0.029836927,0.6154188,0.0024070998],"study_design_scores_gemma":[0.0009445881,0.00016658622,0.14004157,0.0009939072,0.0006620835,0.000009350425,0.0004479499,0.00022335994,0.00012191794,0.0008731434,0.8549057,0.00060983386],"about_ca_topic_score_codex":0.058451682,"about_ca_topic_score_gemma":0.0068726535,"teacher_disagreement_score":0.23948689,"about_ca_system_score_codex":0.0006127756,"about_ca_system_score_gemma":0.002078148,"threshold_uncertainty_score":0.99977213},"labels":[],"label_agreement":null},{"id":"W3036935005","doi":"","title":"Household Wealth prior to COVID-19: Evidence from the 2018 HILDA Survey | Bulletin – June Quarter 2020","year":2020,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Demography; Medicine; Virology; Sociology; Infectious disease (medical specialty); Outbreak","score_opus":0.06142925376940565,"score_gpt":0.26251063877388026,"score_spread":0.2010813850044746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036935005","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0628319,0.0004540022,0.00046557045,0.93403476,0.00061010174,0.0010357989,0.00017011387,0.00026914742,0.0001286252],"genre_scores_gemma":[0.9010354,0.00012927529,0.0005219685,0.09540723,0.0024010038,0.000051893727,0.00025162546,0.00009298937,0.00010858079],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558383,0.00021622205,0.0012511436,0.0011476553,0.0010967868,0.00070437207],"domain_scores_gemma":[0.9965686,0.0009833103,0.00082596,0.0010363414,0.00035401096,0.00023174638],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018480751,0.0005655397,0.00085248234,0.00019189858,0.00049403,0.0003625635,0.0014287198,0.00015313049,0.008362485],"category_scores_gemma":[0.004717601,0.0004655565,0.0003369443,0.0014501903,0.00018472619,0.00032726664,0.00079924066,0.0004154822,0.0075346846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050378655,0.000094557276,0.06644613,0.00013400456,0.000038213566,0.000017914066,0.00047395533,0.00033589953,0.00039813426,0.00008337712,0.93145835,0.000015676862],"study_design_scores_gemma":[0.00065174676,0.00006249537,0.11974018,0.00020459318,0.00016173335,8.451168e-7,0.0001170342,0.00036725582,0.000042310316,0.00004980275,0.87808764,0.0005143746],"about_ca_topic_score_codex":0.014134142,"about_ca_topic_score_gemma":0.0021664358,"teacher_disagreement_score":0.8386275,"about_ca_system_score_codex":0.000087796354,"about_ca_system_score_gemma":0.00013655217,"threshold_uncertainty_score":0.99977964},"labels":[],"label_agreement":null},{"id":"W3037084889","doi":"10.1037/xap0000275","title":"The future is now: Age-progressed images motivate community college students to prepare for their financial futures.","year":2020,"lang":"en","type":"article","venue":"Journal of Experimental Psychology Applied","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Social Sciences and Humanities Research Council of Canada","keywords":"Financial literacy; Intervention (counseling); Retirement planning; Finance; Financial plan; Psychology; Futures contract; Disadvantaged; PsycINFO; Socioeconomic status; Test (biology); Lifelong learning; Medical education; Business; Political science; Medicine; Demography; Economics; Pedagogy; Sociology; MEDLINE; Economic growth","score_opus":0.0261123420505352,"score_gpt":0.3198587604531352,"score_spread":0.2937464184026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037084889","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":[0.9904813,0.00073096197,0.000089733105,0.0052075367,0.0010857217,0.0009825792,0.000034122924,0.000040248415,0.0013477507],"genre_scores_gemma":[0.9720558,0.000027399536,0.00057890854,0.02348325,0.0036370598,0.00008078535,0.000022433536,0.000043388067,0.000070979826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798435,0.000058689,0.0007782297,0.00031575433,0.00045959855,0.00040340654],"domain_scores_gemma":[0.9984266,0.00009008647,0.00072961726,0.00040667795,0.00028113136,0.00006585841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078275084,0.0003422995,0.0005737062,0.00015617488,0.001039826,0.0002468394,0.0013637176,0.00014861062,0.00013826456],"category_scores_gemma":[0.000078792975,0.00023969596,0.00034067655,0.0005628116,0.00014040174,0.00033585043,0.0003915261,0.00044449067,0.00005310456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076469635,0.00135341,0.028749505,0.00008088196,0.00023373864,0.00005664118,0.003934039,0.000011995212,0.09325183,0.0030109372,0.8594378,0.002232208],"study_design_scores_gemma":[0.008157271,0.0007552462,0.14969085,0.000088616995,0.0002442787,0.0000120677605,0.011099966,0.000050940907,0.027130501,0.003032699,0.798901,0.0008365326],"about_ca_topic_score_codex":0.0000059188546,"about_ca_topic_score_gemma":0.000030943764,"teacher_disagreement_score":0.12094134,"about_ca_system_score_codex":0.000052019277,"about_ca_system_score_gemma":0.000026676495,"threshold_uncertainty_score":0.97745174},"labels":[],"label_agreement":null},{"id":"W3037963291","doi":"10.3386/w27438","title":"Portfolio Delegation and 401(k) Plan Participant Responses to COVID-19","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Default; Portfolio; Volatility (finance); Market liquidity; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Unemployment; Actuarial science; Business; Economics; Monetary economics; Econometrics; Finance; Medicine","score_opus":0.5220566317597347,"score_gpt":0.5097842621559979,"score_spread":0.012272369603736788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037963291","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":[0.5527598,0.0010813179,0.000025181593,0.016935635,0.0011711332,0.0033342508,0.00038169755,0.00018458373,0.42412636],"genre_scores_gemma":[0.9899426,0.00023953365,0.00013285431,0.000985668,0.0026673207,0.00012363176,0.0013637157,0.000052821135,0.0044918247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589944,0.00008020905,0.0009836135,0.0007459813,0.001859562,0.00043116568],"domain_scores_gemma":[0.9963932,0.00069688784,0.00056456175,0.00028808444,0.0019495515,0.000107685184],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005849525,0.0002654552,0.00062338676,0.0020651272,0.00028124303,0.00032779455,0.00041973224,0.00023210653,0.0012346369],"category_scores_gemma":[0.011137424,0.00027581622,0.00015228637,0.00069279136,0.00015597595,0.0005516557,0.00048519234,0.00039344098,0.0005383031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094069785,0.00010273637,0.21094792,0.0011588442,0.00018384491,0.00004399009,0.00015192127,0.0005706215,0.00027767886,0.21428926,0.5706501,0.0006823902],"study_design_scores_gemma":[0.0009058451,0.00012642618,0.05980779,0.0002737382,0.00024443044,0.0000122675265,0.00017832457,0.0046503553,0.00007317618,0.11366829,0.8192399,0.0008194169],"about_ca_topic_score_codex":0.008024913,"about_ca_topic_score_gemma":0.0014285367,"teacher_disagreement_score":0.4371828,"about_ca_system_score_codex":0.0008400407,"about_ca_system_score_gemma":0.002816199,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W3038418585","doi":"10.5430/ijfr.v11n3p125","title":"Study Loan Defaults Among Tertiary Graduates","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Default; Loan; Marital status; Non-conforming loan; Tertiary level; Business; Participation loan; Student loan; Higher education; Bridge loan; Non-performing loan; Finance; Demographic economics; Economic growth; Economics; Psychology; Demography; Sociology","score_opus":0.07700734483539,"score_gpt":0.35466071779316927,"score_spread":0.27765337295777925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038418585","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":[0.994705,0.00008258986,0.000037091853,0.0031221863,0.0006438742,0.00023629726,0.0000031724746,0.000021633366,0.0011481039],"genre_scores_gemma":[0.9933222,0.000021083428,0.00008735613,0.0011521275,0.005244162,0.000006876998,0.000010094504,0.000024597895,0.00013153054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959345,0.00007444636,0.00079912326,0.00028441663,0.0025462292,0.0003612777],"domain_scores_gemma":[0.9956353,0.00014327884,0.00046978935,0.00015019969,0.0035477676,0.000053683885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018481854,0.00017380643,0.00031156838,0.00090153224,0.00019563176,0.0005321681,0.0012770431,0.000065343665,0.00029711222],"category_scores_gemma":[0.004214194,0.00015142617,0.00023331982,0.001003465,0.00012478384,0.0016487597,0.00050331687,0.00064366456,0.0003685182],"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":[0.00039274813,0.00036062155,0.97140193,0.000017781513,0.00004402044,0.0010407105,0.00042457387,0.000046148223,0.0005041712,0.0015785047,0.014033885,0.010154901],"study_design_scores_gemma":[0.0011229842,0.00014522932,0.98056704,0.000102052865,0.000043332795,0.000006059974,0.00018717171,0.00077630475,0.0002483938,0.0013805141,0.015244171,0.00017674408],"about_ca_topic_score_codex":0.00060083007,"about_ca_topic_score_gemma":0.0002670085,"teacher_disagreement_score":0.0099781575,"about_ca_system_score_codex":0.00009967681,"about_ca_system_score_gemma":0.00016384099,"threshold_uncertainty_score":0.617498},"labels":[],"label_agreement":null},{"id":"W3038918424","doi":"10.5539/ijef.v12n8p40","title":"Investment Strategy in Brazil&amp;#39;s Financial Market: Wide Possibilities of Choice Between Risk and Return","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk–return spectrum; Portfolio; Finance; Financial market; Investment performance; Economics; Investment strategy; Investment (military); Rate of return; Expected return; Rate of return on a portfolio; Business; Return on investment; Modern portfolio theory; Actuarial science; Market liquidity; Microeconomics","score_opus":0.020194774812902376,"score_gpt":0.23789386411025926,"score_spread":0.21769908929735687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038918424","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":[0.99750745,0.00039944658,0.000022806353,0.00095839857,0.00014096228,0.000065255466,0.000028502192,0.0000021996243,0.00087495515],"genre_scores_gemma":[0.99642396,0.0012220062,0.0003211903,0.001189365,0.0007376879,0.0000011196622,0.000008343878,0.000009498762,0.00008681842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886423,0.000012466617,0.0007175967,0.00018201032,0.00010748343,0.00011623639],"domain_scores_gemma":[0.998653,0.000110701134,0.0009318643,0.00007121724,0.000216844,0.00001635376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803872,0.00012865603,0.0003359257,0.00021340168,0.000037041977,0.00012619453,0.00022888434,0.00005302589,0.000042814878],"category_scores_gemma":[0.0004494487,0.00012706283,0.0000826933,0.000110197514,0.000079695325,0.00086173316,0.00012269468,0.00016079623,0.0000026148052],"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":[0.00015040133,0.000028148897,0.9860106,0.000030063997,0.000026674825,0.000006340751,0.00012780458,0.0006183445,0.000015135361,0.008843232,0.00094165787,0.0032015967],"study_design_scores_gemma":[0.0008850629,0.000042699725,0.9179629,0.00009820547,0.000040953782,0.000002062638,0.00003140615,0.0057050525,0.000023730483,0.017993737,0.057067808,0.0001463993],"about_ca_topic_score_codex":0.00046693513,"about_ca_topic_score_gemma":0.00041478226,"teacher_disagreement_score":0.06804772,"about_ca_system_score_codex":0.00003729295,"about_ca_system_score_gemma":0.0000539007,"threshold_uncertainty_score":0.5181472},"labels":[],"label_agreement":null},{"id":"W3040835492","doi":"10.5430/ijfr.v11n4p203","title":"Determinants of Capital Adequacy Ratio for Pension Funds: A Case Study in Indonesia","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Expense ratio; Panel data; Pension; Return on assets; Business; Investment (military); Revenue; Finance; Monetary economics; Economics; Econometrics; Closed-end fund","score_opus":0.10830585096329094,"score_gpt":0.3948276071057098,"score_spread":0.28652175614241887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040835492","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":[0.99852705,0.0000674787,0.00008268854,0.00041674997,0.00035124982,0.00048896606,0.000006967552,0.0000052015657,0.000053640622],"genre_scores_gemma":[0.997927,0.000010161322,0.00014329584,0.00020876456,0.0016535439,0.000015497188,0.0000056412628,0.000019170333,0.000016910531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969119,0.00006595473,0.0010652724,0.00024359612,0.0014247174,0.00028858776],"domain_scores_gemma":[0.9954479,0.00025495328,0.00062907225,0.0001220396,0.0035131346,0.000032934186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063412,0.00014564967,0.00041669692,0.0011539024,0.00011089143,0.00017086558,0.0006230852,0.00007158818,0.00009110048],"category_scores_gemma":[0.0035203684,0.00013363066,0.00019599852,0.0008738196,0.00007214362,0.0011476774,0.00027672906,0.00036215488,0.000020719883],"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":[0.0014391261,0.00055224524,0.97846764,0.00007652857,0.000017455755,0.0052715857,0.0013374403,0.00006422088,0.0012433318,0.0010795491,0.00078310457,0.009667797],"study_design_scores_gemma":[0.0055240444,0.00083356746,0.9773944,0.0003231548,0.00007335599,0.00018146021,0.0024391203,0.009691021,0.00082618,0.0010153229,0.0013968789,0.00030146784],"about_ca_topic_score_codex":0.0015209235,"about_ca_topic_score_gemma":0.0018175195,"teacher_disagreement_score":0.0096268,"about_ca_system_score_codex":0.00010123536,"about_ca_system_score_gemma":0.00028951513,"threshold_uncertainty_score":0.54493004},"labels":[],"label_agreement":null},{"id":"W3041959725","doi":"10.31235/osf.io/7k95t","title":"Exploring Gender Differences in Marriage and Parental Income Premiums among Financial Advisors","year":2020,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Spouse; Demographic economics; Human capital; Psychology; Demography; Economics; Political science; Sociology","score_opus":0.08020482277518756,"score_gpt":0.21340561682483827,"score_spread":0.1332007940496507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041959725","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":[0.99589974,0.000045326124,0.000025534853,0.00015967396,0.00016045186,0.00020632608,0.0000014853447,0.00010080919,0.0034006806],"genre_scores_gemma":[0.998413,0.000030337158,0.000098249424,0.00066662394,0.0006401406,0.00003575125,0.000018963594,0.000019961657,0.000076945216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985454,0.000013840141,0.00039129853,0.00044201815,0.0002932203,0.0003142305],"domain_scores_gemma":[0.99963003,0.000029003912,0.00013339095,0.00013055207,0.00004704003,0.00002998935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015896957,0.00023102788,0.00033446812,0.00024164571,0.00012452793,0.0002166127,0.00020152522,0.00005461768,0.0005875836],"category_scores_gemma":[0.00019939485,0.00020494933,0.00007629286,0.00072380685,0.00006170577,0.0020931957,0.0003532545,0.00015252939,0.00008196443],"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":[0.0000328209,0.000028967066,0.99625874,0.000100198195,0.0000038374183,0.000018313656,0.00028277157,0.0000069626394,0.00008645191,0.002445062,0.00017239245,0.0005634602],"study_design_scores_gemma":[0.00042437125,0.000010954941,0.9919539,0.00004768935,0.000031809166,1.5085136e-7,0.00028699668,0.0060019772,0.00003260505,0.00044258343,0.0004924065,0.00027456644],"about_ca_topic_score_codex":0.0010005108,"about_ca_topic_score_gemma":0.0006961812,"teacher_disagreement_score":0.0059950147,"about_ca_system_score_codex":0.000020799636,"about_ca_system_score_gemma":0.000011284086,"threshold_uncertainty_score":0.83575916},"labels":[],"label_agreement":null},{"id":"W3042255268","doi":"","title":"Abstract for Household Borrowing Behaviour: Evidence from HILDA | Bulletin – March Quarter 2011","year":2011,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Real world evidence; Advertising; Business; Geography; Medicine","score_opus":0.0652339345949923,"score_gpt":0.23678923642495134,"score_spread":0.17155530182995904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042255268","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":[0.78889996,0.0012083272,0.00076223764,0.20079403,0.0020652434,0.0028168948,0.00028575913,0.00080383907,0.00236373],"genre_scores_gemma":[0.9931215,0.000056450444,0.0035593703,0.0014593843,0.0012925592,0.000113762726,0.00019870553,0.00011485947,0.000083408195],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965546,0.000034919452,0.0011481523,0.00089163135,0.0006692013,0.00070150406],"domain_scores_gemma":[0.99760336,0.00034096485,0.000752233,0.0008533331,0.00039437792,0.00005574884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010669956,0.0005160513,0.0007060266,0.0005043277,0.00026345285,0.00015947939,0.0008600115,0.00021932158,0.012802716],"category_scores_gemma":[0.00032529642,0.00051938713,0.00051977165,0.00029578758,0.00013741315,0.00060031045,0.00032937987,0.00032216232,0.0028033052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073236664,0.00061147835,0.17775628,0.00036427457,0.000084004736,0.000039065966,0.0005581424,0.000024733883,0.0035057175,0.0006663958,0.8155913,0.000066251436],"study_design_scores_gemma":[0.0011683889,0.00008716003,0.58421797,0.00074910914,0.00055466616,0.0000017251199,0.00019382866,0.0002019048,0.00097235007,0.0005570587,0.41032946,0.00096637965],"about_ca_topic_score_codex":0.0063319406,"about_ca_topic_score_gemma":0.00016877947,"teacher_disagreement_score":0.4064617,"about_ca_system_score_codex":0.000052256077,"about_ca_system_score_gemma":0.000032354757,"threshold_uncertainty_score":0.99972576},"labels":[],"label_agreement":null},{"id":"W3042498007","doi":"","title":"Household Borrowing Behaviour: Evidence from HILDA | Bulletin – March Quarter 2011","year":2011,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Demography; History; Sociology; Archaeology","score_opus":0.04978450587740948,"score_gpt":0.2220815144217188,"score_spread":0.17229700854430932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042498007","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":[0.8067239,0.0012121012,0.00032651526,0.18428233,0.0016782542,0.0013363378,0.0001000561,0.0007951417,0.003545387],"genre_scores_gemma":[0.99401534,0.00008702539,0.0022530835,0.0020159225,0.0012009254,0.000052919095,0.0001243921,0.00011162289,0.00013875023],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99619496,0.00008047755,0.0011602233,0.0009549052,0.00088259374,0.0007268523],"domain_scores_gemma":[0.99761903,0.00021427603,0.00070725946,0.0010498919,0.000346726,0.00006278994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009901624,0.0005579395,0.00075088517,0.00060700625,0.000257191,0.00016482943,0.0010059299,0.00022375913,0.026472962],"category_scores_gemma":[0.0002697034,0.00056010106,0.00045047572,0.00046625867,0.00018094183,0.0006531041,0.00058035465,0.00042934474,0.007592441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035133486,0.00046937965,0.37914717,0.00015065545,0.000060935374,0.00007732173,0.00061220775,0.000016232709,0.0018395778,0.0006033474,0.61663854,0.00003329815],"study_design_scores_gemma":[0.00096397416,0.00008573147,0.5848133,0.0007781094,0.0006167231,0.00000378978,0.00023643095,0.00022817582,0.0008278498,0.00042843615,0.409921,0.0010965072],"about_ca_topic_score_codex":0.010171367,"about_ca_topic_score_gemma":0.00018618483,"teacher_disagreement_score":0.20671755,"about_ca_system_score_codex":0.000058044123,"about_ca_system_score_gemma":0.00003169092,"threshold_uncertainty_score":0.99968505},"labels":[],"label_agreement":null},{"id":"W3081959843","doi":"10.1002/ijfe.2227","title":"Internet and private insurance participation","year":2020,"lang":"en","type":"article","venue":"International Journal of Finance & Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"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 Windsor","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"The Internet; Propensity score matching; Instrumental variable; Matching (statistics); Business; China; Private information retrieval; Private insurance; Actuarial science; Economics; Health insurance; Political science; Economic growth; Econometrics","score_opus":0.024655637837062656,"score_gpt":0.23385789741073618,"score_spread":0.20920225957367353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081959843","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":[0.99615073,0.00011116043,0.00031182263,0.002341756,0.0005548174,0.00004616664,0.00000417061,0.000009481587,0.0004698877],"genre_scores_gemma":[0.99446154,0.00023655218,0.00054682523,0.0033152953,0.001383067,0.0000016321922,0.000008092625,0.0000117277505,0.000035269517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907595,0.000005048744,0.0005363223,0.0001455364,0.00012904445,0.000108123764],"domain_scores_gemma":[0.9988075,0.00002094241,0.0007837855,0.00006191187,0.00031095723,0.000014886584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017701993,0.00010463089,0.0002042364,0.0001359394,0.000027760881,0.00020592911,0.00032290467,0.000032969732,0.00008587005],"category_scores_gemma":[0.00018617186,0.000106894266,0.00008727248,0.00009730498,0.000037918217,0.0015102214,0.000116266754,0.00010930529,0.00007221782],"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":[0.00020262008,0.000038322338,0.95293486,0.000015398926,0.00003514896,0.00002236683,0.00014315665,0.0011904457,0.00014249023,0.034637522,0.0013659378,0.00927172],"study_design_scores_gemma":[0.00091803155,0.000038087248,0.80097574,0.00008371501,0.000039679417,0.000008385458,0.00001572488,0.027854964,0.0003350342,0.0040442734,0.16548294,0.0002034103],"about_ca_topic_score_codex":0.000029720326,"about_ca_topic_score_gemma":0.000019900714,"teacher_disagreement_score":0.164117,"about_ca_system_score_codex":0.000040839528,"about_ca_system_score_gemma":0.000019120072,"threshold_uncertainty_score":0.43590215},"labels":[],"label_agreement":null},{"id":"W3083146147","doi":"","title":"Introducing the FRBNY Survey of Consumer Expectations: Survey Goals, Design and Content","year":2013,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Quarter (Canadian coin); Sample (material); Survey data collection; Survey research; Survey sampling; Economics; Marketing; Survey instrument; Business; Geography; Sociology; Socioeconomics","score_opus":0.053163093996940705,"score_gpt":0.21762027268862683,"score_spread":0.16445717869168613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083146147","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":[0.9981441,0.00036256906,0.00035345487,0.00019294178,0.00020138208,0.0004813917,0.0000220165,0.000026784646,0.00021536613],"genre_scores_gemma":[0.99792534,0.00012387906,0.00078308256,0.00053211895,0.00013907973,0.000034842913,0.00016465875,0.00002745584,0.00026951588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986202,0.000110701156,0.00058955926,0.00035406227,0.00008468472,0.00024075112],"domain_scores_gemma":[0.99796426,0.0007089176,0.00047296775,0.0004201881,0.00041633195,0.00001732299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064395,0.00020149747,0.0003693948,0.00015024687,0.00017243916,0.00029934052,0.0002680056,0.00006279193,0.00034278215],"category_scores_gemma":[0.00074605126,0.00015587237,0.00006447873,0.00027499985,0.00012775532,0.00096609077,0.00016867668,0.000094340816,0.00018129425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027493983,0.000033167005,0.9899218,0.000019690126,0.00004162056,1.9006787e-7,0.00007548593,0.00026265465,0.0000330344,0.00083684654,0.0073298956,0.0014181399],"study_design_scores_gemma":[0.00031597645,0.000009043592,0.9684629,0.000017384726,0.000051825533,1.9766786e-7,0.00022191128,0.029652173,0.00007241054,0.00027723846,0.00072078925,0.00019817504],"about_ca_topic_score_codex":0.04864048,"about_ca_topic_score_gemma":0.013604017,"teacher_disagreement_score":0.035036463,"about_ca_system_score_codex":0.000025331088,"about_ca_system_score_gemma":0.000030479454,"threshold_uncertainty_score":0.9576947},"labels":[],"label_agreement":null},{"id":"W3083208741","doi":"10.5430/rwe.v11n5p326","title":"Behavioural and Psychological Factors That Influence the Usage of Formal Financial Services Among the Low Income Households","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Habit; Financial inclusion; Context (archaeology); Theory of planned behavior; Financial services; Inclusion (mineral); Control variable; Business; Public economics; Variables; Control (management); Finance; Economics; Psychology; Social psychology; Geography","score_opus":0.08794147885070731,"score_gpt":0.30907465043253624,"score_spread":0.22113317158182894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083208741","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":[0.99671775,0.000062513405,0.0000011671691,0.0011366045,0.000036621957,0.00039592304,0.0000035112305,0.000020642246,0.0016252677],"genre_scores_gemma":[0.9989424,0.00001484475,0.00001119396,0.0007722826,0.00016074901,0.00003455421,0.000009157845,0.00001247884,0.000042334672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984561,0.00006655606,0.00036664866,0.0003201596,0.00031316042,0.00047733658],"domain_scores_gemma":[0.9991903,0.00021212887,0.00017601361,0.00029080416,0.000101942125,0.000028865456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012746355,0.00015718308,0.00025036503,0.00024014588,0.00034776394,0.0003617635,0.00074850925,0.000056763613,0.00016653576],"category_scores_gemma":[0.00009260247,0.00009450505,0.00008381577,0.0012018344,0.00041158713,0.0017498464,0.0006956994,0.00048479595,0.000030917472],"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":[0.000036238747,0.00003137063,0.9972824,0.00009418489,0.0000029829605,0.0000066312573,0.00022614314,0.00003363135,0.0000108163995,0.0019346141,0.0000975562,0.00024342492],"study_design_scores_gemma":[0.00024090163,0.000018473811,0.9947645,0.00006419354,0.000010470351,1.8005231e-7,0.00020596888,0.0014899804,0.000040340878,0.0009203592,0.002132913,0.00011171479],"about_ca_topic_score_codex":0.0033415137,"about_ca_topic_score_gemma":0.0047248625,"teacher_disagreement_score":0.002517902,"about_ca_system_score_codex":0.000027488608,"about_ca_system_score_gemma":0.000016801552,"threshold_uncertainty_score":0.5051391},"labels":[],"label_agreement":null},{"id":"W3083240430","doi":"10.5430/rwe.v11n5p123","title":"Impact of Financial Literacy on Individual Saving: A Study in the Omani Context","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Demographics; Diversification (marketing strategy); Logistic regression; Exploratory research; Context (archaeology); Investment (military); Literacy; Demographic economics; Business; Economics; Psychology; Actuarial science; Demography; Economic growth; Finance; Marketing; Geography; Political science; Sociology; Medicine; Social science","score_opus":0.12071439396083736,"score_gpt":0.3736281788189403,"score_spread":0.2529137848581029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083240430","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":[0.9861092,0.00005405059,3.4793348e-7,0.0011224833,0.000031521173,0.00095401687,0.0000044883104,0.000013320756,0.011710571],"genre_scores_gemma":[0.9980472,0.0000024073884,0.000009991051,0.0011893793,0.00056862406,0.0000835426,0.000022803191,0.000017918619,0.000058168756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977531,0.0001728828,0.00061744894,0.0004375868,0.0004933966,0.000525595],"domain_scores_gemma":[0.9988509,0.00039813027,0.00017592772,0.00036687547,0.00018373593,0.000024467263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027726048,0.0001903323,0.00039761033,0.0013694451,0.00012965366,0.00042155889,0.0008115381,0.000038643888,0.000591145],"category_scores_gemma":[0.00058612635,0.00014729607,0.00015815551,0.0032538308,0.000082442595,0.0009754906,0.00035331098,0.0006028059,0.00029319004],"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":[0.00019520462,0.000551489,0.9850778,0.00005370608,0.00001152876,0.00006504464,0.0019059074,0.00007093184,0.000004953642,0.0036632246,0.0051121986,0.003288],"study_design_scores_gemma":[0.0011005681,0.00017197884,0.9823956,0.00008924523,0.0000114103605,1.3750328e-7,0.0005121764,0.0012057045,0.0000033024903,0.0011840649,0.013177057,0.00014875949],"about_ca_topic_score_codex":0.003971168,"about_ca_topic_score_gemma":0.005089552,"teacher_disagreement_score":0.011937965,"about_ca_system_score_codex":0.000120786564,"about_ca_system_score_gemma":0.000114693474,"threshold_uncertainty_score":0.64726233},"labels":[],"label_agreement":null},{"id":"W3088579260","doi":"10.1162/rest_a_00973","title":"Tax-Preferred Savings Vehicles: Can Financial Education Improve Asset Location Decisions?","year":2020,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Intervention (counseling); Welfare; Benchmark (surveying); Asset (computer security); Economics; Actuarial science; Savings account; Public economics; Business; Finance; Computer science; Psychology","score_opus":0.023840713763958254,"score_gpt":0.24486962402015763,"score_spread":0.2210289102561994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088579260","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":[0.92155755,0.047013078,0.005705434,0.018104408,0.0016193034,0.0027208314,0.0008515924,0.00006783223,0.0023599905],"genre_scores_gemma":[0.8727401,0.09252225,0.0065029766,0.026044847,0.0011670144,0.000045092198,0.0007597038,0.000043223547,0.00017481383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990844,0.0000143344305,0.0005169939,0.00020106128,0.000069169175,0.00011403182],"domain_scores_gemma":[0.9988675,0.00009643968,0.00052867125,0.00020646024,0.000281873,0.000019023268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036101777,0.00012926741,0.00032029592,0.000047030127,0.00012242641,0.00009020644,0.00018712145,0.000030836854,0.000052601346],"category_scores_gemma":[0.0011752743,0.00010407347,0.00005132983,0.0002217878,0.000050664083,0.0002086106,0.00010622171,0.00007345742,0.000033566906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050781404,0.00009516216,0.008862659,0.0059423153,0.000028202305,6.878999e-7,0.00017864942,0.00006379943,0.00005095543,0.51559013,0.08872117,0.38041547],"study_design_scores_gemma":[0.000868442,0.000103806335,0.09059494,0.0049342318,0.0012603488,0.0000019236588,0.0001909839,0.08474576,0.00003946758,0.093887515,0.7224137,0.0009588794],"about_ca_topic_score_codex":0.0003535249,"about_ca_topic_score_gemma":0.00016224317,"teacher_disagreement_score":0.6336925,"about_ca_system_score_codex":0.00002410311,"about_ca_system_score_gemma":0.00013889265,"threshold_uncertainty_score":0.42439932},"labels":[],"label_agreement":null},{"id":"W3088643423","doi":"","title":"More on the Value of Financial Advisors","year":2020,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Value (mathematics); Finance; Financial system; Economics; Computer science","score_opus":0.02827683167338357,"score_gpt":0.26882356749231573,"score_spread":0.24054673581893216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088643423","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":[0.9554437,0.000015684856,4.7560442e-7,0.0029546875,0.000077578334,0.0002926401,0.0000042957226,0.000020853173,0.041190077],"genre_scores_gemma":[0.9958607,0.00012723148,0.000044171444,0.00305754,0.00057946675,0.0000255254,0.000013907738,0.000026199934,0.00026528747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844944,0.000042243624,0.00042353335,0.00038070485,0.0003130341,0.00039105507],"domain_scores_gemma":[0.99905664,0.00024038374,0.00016777,0.00038361407,0.00012891385,0.000022673818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009309685,0.00015170508,0.0002811766,0.00026188456,0.00017228915,0.00008777761,0.0005285326,0.00007804735,0.00036437428],"category_scores_gemma":[0.00178714,0.0001227331,0.00014742867,0.0006065913,0.0001873713,0.0002741371,0.00030421215,0.00037109872,0.0001071324],"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":[0.0006878069,0.00032426018,0.75073344,0.00031912726,0.00003831687,0.000047667792,0.0008742847,0.007964374,0.0009758616,0.16445275,0.005180892,0.06840124],"study_design_scores_gemma":[0.0013187804,0.00015155869,0.56557846,0.00023235184,0.000043298118,5.8831773e-7,0.0011635332,0.12050218,0.0006535048,0.0035346483,0.30615816,0.00066292606],"about_ca_topic_score_codex":0.00015776596,"about_ca_topic_score_gemma":0.00007950607,"teacher_disagreement_score":0.3009773,"about_ca_system_score_codex":0.00007480887,"about_ca_system_score_gemma":0.00008019778,"threshold_uncertainty_score":0.500491},"labels":[],"label_agreement":null},{"id":"W3088695585","doi":"10.1007/978-3-030-51434-1_12","title":"Pensionization: From Benefits to Utility","year":2020,"lang":"en","type":"book-chapter","venue":"Use R!","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Annuity; Pension; Pooling; Social security; Actuarial science; Economics; Life annuity; Longevity risk; Government (linguistics); Public economics; Pension insurance; Finance; Computer science","score_opus":0.04969062282089098,"score_gpt":0.21039066903635892,"score_spread":0.16070004621546793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088695585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06768129,0.0012411746,0.0003458403,0.004629928,0.0036015278,0.0024453383,0.0005783539,0.0013839193,0.9180926],"genre_scores_gemma":[0.43252382,0.00020279667,0.0027737536,0.047904074,0.01836836,0.000036133468,0.010446532,0.0006453748,0.48709917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978725,0.000004397964,0.0005150974,0.0007967695,0.00058320275,0.00022806217],"domain_scores_gemma":[0.9984129,0.000054127708,0.00034230755,0.0006412691,0.00050790125,0.000041478594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010036877,0.00044219405,0.0005642997,0.0002939946,0.00019329262,0.00048540445,0.00034494433,0.00024252887,0.0084529],"category_scores_gemma":[0.0002808574,0.00045338113,0.00024809476,0.00023854952,0.000030161475,0.00074982696,0.000552141,0.00023611725,0.010404067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020854505,0.00007108966,0.10836462,0.00023008982,0.000146455,0.0001703708,0.0001233815,0.000111268324,0.0000451006,0.59560823,0.28273928,0.01218157],"study_design_scores_gemma":[0.00016098299,0.000006204513,0.030084264,0.00025938105,0.00034363146,1.7111688e-7,0.0000028322793,0.0010351768,0.0000058981354,0.007896763,0.95966107,0.0005436469],"about_ca_topic_score_codex":0.00094176695,"about_ca_topic_score_gemma":0.0006983838,"teacher_disagreement_score":0.6769217,"about_ca_system_score_codex":0.00004333475,"about_ca_system_score_gemma":0.00003071164,"threshold_uncertainty_score":0.9997918},"labels":[],"label_agreement":null},{"id":"W3089450921","doi":"10.1177/2047173420961031","title":"Does the content of financial literacy education resources vary based on who made or paid for them?","year":2020,"lang":"en","type":"article","venue":"Citizenship Social and Economics Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Financial services; Government (linguistics); Curriculum; Business; Finance; Profit (economics); Literacy; Financial crisis; Public relations; Marketing; Economics; Political science; Economic growth","score_opus":0.05569713937759998,"score_gpt":0.2528189619129293,"score_spread":0.1971218225353293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089450921","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":[0.9856624,0.000033894823,0.00002604407,0.011743607,0.0005764416,0.00046449195,0.000021375956,0.000022092594,0.001449641],"genre_scores_gemma":[0.97999644,0.000019899315,0.00014513425,0.014871667,0.004071044,0.00010582599,0.00014481774,0.00002074596,0.00062441645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991093,0.000021173551,0.0003636643,0.00027481644,0.00007296651,0.00015803867],"domain_scores_gemma":[0.99907726,0.00015566636,0.00039918002,0.00012330456,0.00022529876,0.000019290648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025968792,0.0001557917,0.00024436662,0.00008625644,0.00038456582,0.00023280096,0.00016280523,0.000074952004,0.00012244972],"category_scores_gemma":[0.0003988983,0.00010045738,0.00012807308,0.0001834152,0.00007691191,0.00026982834,0.000038950693,0.00008092534,0.000015228159],"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":[0.0023530466,0.0005913824,0.59679914,0.0016278258,0.00005385582,2.951261e-7,0.010237513,0.000049346574,0.0005408681,0.20861235,0.06633328,0.112801105],"study_design_scores_gemma":[0.0012420851,0.00009144684,0.8121577,0.00023908334,0.0003521448,2.8782134e-7,0.0037323884,0.01041785,0.0003213826,0.058637362,0.112152986,0.00065531797],"about_ca_topic_score_codex":0.00013934351,"about_ca_topic_score_gemma":0.000028677132,"teacher_disagreement_score":0.21535853,"about_ca_system_score_codex":0.000040362538,"about_ca_system_score_gemma":0.00021962522,"threshold_uncertainty_score":0.4096533},"labels":[],"label_agreement":null},{"id":"W3092194258","doi":"10.5430/ijfr.v11n5p319","title":"Relationship Between Various Determinants and Dimensions of Financial Literacy Among Working Class","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Financial analysis; Accounting management; Business; Economics; Accounting","score_opus":0.09321240776822318,"score_gpt":0.36082468745692103,"score_spread":0.26761227968869783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092194258","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":[0.99767363,0.00019106064,0.00013672358,0.0009990277,0.00043142977,0.00016395419,0.000009792184,0.000012996595,0.00038137074],"genre_scores_gemma":[0.9956071,0.000037230486,0.0004435289,0.00040265155,0.0033868838,0.0000039230354,0.000013254404,0.000024747409,0.000080679965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996404,0.00008907971,0.0011163076,0.00030126938,0.0017165714,0.0003728019],"domain_scores_gemma":[0.99541825,0.00074431824,0.0008847615,0.00015887401,0.0027217097,0.00007209585],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017639779,0.00019382845,0.00047063376,0.001073592,0.00027464304,0.00032100917,0.00076210045,0.00015652653,0.00006284483],"category_scores_gemma":[0.01059913,0.00016790138,0.00021902229,0.0011807337,0.0002447992,0.0014521279,0.0005240358,0.0008124268,0.000040316725],"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":[0.00025318662,0.0000580555,0.9744753,0.000047645455,0.000012043272,0.00016621756,0.00032817989,0.000022120996,0.00022157069,0.0050026863,0.0012337797,0.018179161],"study_design_scores_gemma":[0.00071432244,0.0000793148,0.9802378,0.00036526305,0.000058892652,0.000005580441,0.000014589287,0.000908989,0.00015688044,0.003973086,0.013321527,0.0001637535],"about_ca_topic_score_codex":0.0003044859,"about_ca_topic_score_gemma":0.00010501472,"teacher_disagreement_score":0.018015409,"about_ca_system_score_codex":0.00008911434,"about_ca_system_score_gemma":0.00027738008,"threshold_uncertainty_score":0.997735},"labels":[],"label_agreement":null},{"id":"W3092772568","doi":"10.1007/s10834-020-09716-6","title":"When Parenting Pays Off: Influences of Parental Financial Socialization on Children’s Outcomes in Emerging Adulthood","year":2020,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"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":"Financial independence; Financial distress; Socialization; Finance; Psychology; Independence (probability theory); Distress; Developmental psychology; Clinical psychology; Financial system; Business","score_opus":0.018948096475532538,"score_gpt":0.2499017713273007,"score_spread":0.23095367485176818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092772568","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":[0.9982147,0.0006646975,0.0000054181523,0.000680788,0.00022602965,0.00007920638,0.000005052937,0.000008185733,0.000115925235],"genre_scores_gemma":[0.9978504,0.00025463846,0.00010706274,0.00092489464,0.0008325128,9.952295e-7,0.00001181653,0.000010345055,0.0000073254746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987324,0.000017055236,0.0007888304,0.00015971494,0.00014733426,0.00015465874],"domain_scores_gemma":[0.9989384,0.000027884118,0.0008883489,0.000056995883,0.000072396186,0.00001599096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028631286,0.00014670614,0.00047413717,0.0002526839,0.000087855,0.000095715775,0.00015440016,0.000053165993,0.000060081093],"category_scores_gemma":[0.00018957983,0.0001313134,0.0001318648,0.00011447312,0.000034440687,0.0009493515,0.00006698539,0.000114901486,0.000011736294],"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":[0.00006715311,0.00003987765,0.99379945,0.000034783356,0.000020254502,0.0000032303365,0.0011168622,0.0006155631,0.00007379508,0.00076545717,0.00093252707,0.0025310237],"study_design_scores_gemma":[0.00067208335,0.00004100835,0.99457073,0.00014144262,0.000063809304,4.4929678e-7,0.0006822391,0.0013950268,0.00006630009,0.0006997357,0.001522486,0.00014468013],"about_ca_topic_score_codex":0.00051006256,"about_ca_topic_score_gemma":0.00012886447,"teacher_disagreement_score":0.0023863437,"about_ca_system_score_codex":0.00003328514,"about_ca_system_score_gemma":0.000027878206,"threshold_uncertainty_score":0.5354805},"labels":[],"label_agreement":null},{"id":"W3093130029","doi":"10.2139/ssrn.3580364","title":"Personality Differences and Investment Decision-Making","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Openness to experience; Explanatory power; Big Five personality traits; Neuroticism; Personality; Personality psychology; Equity (law); Investment (military); Extraversion and introversion; German; Economics; Psychology; Social psychology","score_opus":0.014554210017053055,"score_gpt":0.2299059727283748,"score_spread":0.21535176271132173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093130029","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":[0.99463934,0.0015349172,0.00095083175,0.0014510743,0.00010010611,0.00009320987,6.455447e-7,0.000041228544,0.0011886494],"genre_scores_gemma":[0.99356586,0.00031737357,0.00018629238,0.004642256,0.0012053194,0.0000023785756,0.0000024669177,0.000017121358,0.000060928636],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978858,0.00001969851,0.00032779033,0.0002906671,0.0004313769,0.0010446563],"domain_scores_gemma":[0.99943584,0.000055853347,0.00026314607,0.000100209596,0.00011538158,0.000029577603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037427,0.0001901858,0.00025671528,0.00013475261,0.00038780353,0.00036045897,0.0002528445,0.000047871305,0.00024702275],"category_scores_gemma":[0.0003141614,0.0001546097,0.00012217883,0.0003779669,0.00005214991,0.0007671301,0.000150572,0.00068374444,0.00008366456],"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":[0.00009973192,0.00003798804,0.73663646,0.000032120788,0.000052397252,0.000010008839,0.00016241528,0.0000072927714,0.000062736064,0.24846059,0.00046827085,0.013970007],"study_design_scores_gemma":[0.00085048255,0.00010444476,0.33863235,0.00014719783,0.00027248645,0.000034185014,0.0014614627,0.00791155,0.0000029647597,0.6360187,0.014040292,0.0005238968],"about_ca_topic_score_codex":0.00012271911,"about_ca_topic_score_gemma":0.00050118787,"teacher_disagreement_score":0.39800408,"about_ca_system_score_codex":0.00015250681,"about_ca_system_score_gemma":0.00020297496,"threshold_uncertainty_score":0.6304801},"labels":[],"label_agreement":null},{"id":"W3095588049","doi":"10.2139/ssrn.3720399","title":"Age-Related Taxation of Bequests in the Presence of a Dependency Risk","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Dependency (UML); Economics; Computer science","score_opus":0.00938153445995794,"score_gpt":0.217030892702783,"score_spread":0.20764935824282507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095588049","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":[0.99748117,0.00069977355,0.0003028719,0.0005329519,0.000049946506,0.00015357754,7.9612784e-7,0.000010154737,0.0007687757],"genre_scores_gemma":[0.99905074,0.00050286885,0.00003117331,0.0001343225,0.00021728313,0.0000023897524,0.000007798553,0.000010430566,0.000042993383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823666,0.00007159353,0.0005350185,0.00014554341,0.00043083236,0.00058033474],"domain_scores_gemma":[0.9984189,0.000054045115,0.0012130471,0.00013434935,0.00017237675,0.000007234775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791391,0.0001102065,0.00021398072,0.00018950303,0.000086256725,0.00004791399,0.00041243876,0.000050516555,0.00006730417],"category_scores_gemma":[0.00093340763,0.00008105186,0.00012656637,0.001015132,0.000044200715,0.0006006442,0.000055167624,0.0007983706,0.00001999106],"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":[0.00010618987,0.0001104735,0.8616985,0.000059151953,0.000050896106,0.00001296447,0.00084422645,0.00054771936,0.0012388882,0.13044995,0.00014295342,0.004738062],"study_design_scores_gemma":[0.0018424102,0.00022903549,0.5315454,0.00019089965,0.00048627422,0.000019060173,0.0021144866,0.015063768,0.0002209649,0.4469086,0.001008477,0.00037064386],"about_ca_topic_score_codex":0.0013664103,"about_ca_topic_score_gemma":0.0024642036,"teacher_disagreement_score":0.33015314,"about_ca_system_score_codex":0.00006812195,"about_ca_system_score_gemma":0.00020342613,"threshold_uncertainty_score":0.34685674},"labels":[],"label_agreement":null},{"id":"W3097951962","doi":"10.2139/ssrn.3020879","title":"Stakeholderss Demand for Conservative Reporting: An Exploration of Accounting for Pension Liabilities","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"","keywords":"Pension; Accounting; Business; Actuarial science; Economics; Finance","score_opus":0.10214997934584615,"score_gpt":0.3153059566259584,"score_spread":0.21315597728011226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097951962","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":[0.98221815,0.00012686089,0.015948372,0.00060035026,0.00027283974,0.00059446716,0.0000034819539,0.000028056746,0.00020742438],"genre_scores_gemma":[0.9973176,0.00006152164,0.00071306084,0.00013102771,0.00118452,0.000037798756,0.000054635104,0.000036411002,0.0004634263],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972555,0.000017259139,0.001072635,0.00030553268,0.00030078206,0.0010482691],"domain_scores_gemma":[0.993331,0.00009763731,0.0047252555,0.000382513,0.0014494254,0.000014159771],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055375113,0.00019697686,0.00040848297,0.00021492384,0.0013811343,0.0005602924,0.00035885768,0.000077832796,0.000015603962],"category_scores_gemma":[0.004096198,0.00017883851,0.00025153108,0.00010787571,0.00009207479,0.0067763356,0.00007068833,0.00030544025,0.000002479281],"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":[0.0008412029,0.0002126148,0.55462277,0.00042810186,0.00014239877,0.0000025853167,0.0006476516,0.00021369103,0.0037446797,0.430368,0.00057639426,0.00819988],"study_design_scores_gemma":[0.0028272471,0.00039724683,0.047788516,0.0002812305,0.00058716215,0.000012342423,0.010310989,0.016627144,0.0011647602,0.9120764,0.0072813425,0.0006456035],"about_ca_topic_score_codex":0.0003738596,"about_ca_topic_score_gemma":0.0024259733,"teacher_disagreement_score":0.50683427,"about_ca_system_score_codex":0.00016217833,"about_ca_system_score_gemma":0.00044557123,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W3098989125","doi":"","title":"How Teachers Value Pension Wealth: A Reexamination of the Illinois Experience","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liberian dollar; Pension; Actuarial science; Annuity; Value (mathematics); Economics; Quarter (Canadian coin); Demographic economics; Labour economics; Life annuity; Finance; Statistics; Mathematics","score_opus":0.044431784665125464,"score_gpt":0.29328889726312574,"score_spread":0.24885711259800028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098989125","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":[0.9851301,0.000075426055,0.000003839544,0.0023935423,0.0005147747,0.0009313084,0.000009045904,0.00003932466,0.010902673],"genre_scores_gemma":[0.9967132,0.0007177098,0.00021360094,0.00033573504,0.00063625054,0.000104938554,0.000075155855,0.00005697087,0.0011464085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687546,0.0001630551,0.0007619072,0.0009689327,0.00068756606,0.00054306653],"domain_scores_gemma":[0.99743253,0.00020235378,0.0007929063,0.0011461132,0.0003914451,0.000034647346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017631617,0.00033324122,0.0005961321,0.0006012633,0.00027186723,0.00040210295,0.0012271515,0.0003202203,0.00006910621],"category_scores_gemma":[0.0025051078,0.00029340383,0.00031989618,0.00066418946,0.00035518504,0.0005427359,0.002525748,0.0012189504,0.000013836442],"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":[0.00028160244,0.0004228761,0.82445866,0.001992426,0.00009643418,0.00004201294,0.005272197,0.008974644,0.0043540006,0.012244892,0.0010868548,0.1407734],"study_design_scores_gemma":[0.0012748328,0.00006407633,0.6855451,0.0016387135,0.00013721683,0.0000020859388,0.0054281265,0.19085595,0.0009194579,0.007819107,0.104943395,0.0013719676],"about_ca_topic_score_codex":0.0011442008,"about_ca_topic_score_gemma":0.0006374226,"teacher_disagreement_score":0.18188131,"about_ca_system_score_codex":0.00049825583,"about_ca_system_score_gemma":0.0002506558,"threshold_uncertainty_score":0.99995184},"labels":[],"label_agreement":null},{"id":"W3100009181","doi":"10.1177/016146812012200301","title":"Buying into Dominant Ideas About Wealth and Poverty: An Examination of U.S. and Canadian Financial Literacy Standards","year":2020,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Financial literacy; Ideology; Poverty; Curriculum; Political science; Politics; Public relations; Sociology; Finance; Economics; Law","score_opus":0.014810495533573961,"score_gpt":0.2768809749102794,"score_spread":0.26207047937670547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100009181","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":[0.9966896,0.0007925213,0.000007870494,0.0014373047,0.00019897647,0.0004309849,0.000015448735,0.000011858095,0.00041544277],"genre_scores_gemma":[0.997712,0.00013247272,0.00057150674,0.0011622303,0.0002988266,0.00002021718,0.00003903676,0.00002072608,0.00004299253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998464,0.00012716411,0.0005175249,0.000324045,0.00034959204,0.00021771128],"domain_scores_gemma":[0.99869066,0.000080236394,0.00045156007,0.00021151887,0.0005040805,0.00006191801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023060346,0.00017532804,0.0003057178,0.0005147411,0.00023419343,0.00015242156,0.00022912097,0.000102300044,0.000037627848],"category_scores_gemma":[0.0017344324,0.00015862662,0.0000420096,0.0011108969,0.00008493874,0.002125971,0.000069716836,0.00027093163,0.000002954534],"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":[0.00016728826,0.00012604993,0.80936533,0.0004918271,0.000009410093,0.0000017874532,0.009004828,0.000006859304,0.00080418127,0.0063650976,0.00036888657,0.17328846],"study_design_scores_gemma":[0.00046846838,0.000054142336,0.9774654,0.00034267735,0.000078694495,7.6554545e-7,0.0024623591,0.0018821375,0.00006764431,0.0023464474,0.014630169,0.00020109415],"about_ca_topic_score_codex":0.060178734,"about_ca_topic_score_gemma":0.068395846,"teacher_disagreement_score":0.17308737,"about_ca_system_score_codex":0.00023601748,"about_ca_system_score_gemma":0.000662188,"threshold_uncertainty_score":0.9486035},"labels":[],"label_agreement":null},{"id":"W3101438137","doi":"10.20955/wp.2022.024","title":"Dissecting Idiosyncratic Earnings Risk","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Norges Forskningsråd","keywords":"Earnings; Systematic risk; Business; Finance","score_opus":0.013712334705631468,"score_gpt":0.23246928835218839,"score_spread":0.21875695364655692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101438137","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":[0.9301499,0.00014735477,0.00014524383,0.00015251762,0.0018662824,0.00048555937,0.000007508008,0.0005352862,0.06651036],"genre_scores_gemma":[0.9824401,0.000037837355,0.0006267311,0.0007692664,0.0027280927,0.00011165989,0.0004923429,0.000105811436,0.012688148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691856,0.00004130902,0.000753068,0.0009787229,0.00081621873,0.0004921053],"domain_scores_gemma":[0.9973817,0.00009917769,0.0012786862,0.0008448593,0.00037736312,0.00001823454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011886298,0.0005213919,0.0006624263,0.0006937652,0.00086800405,0.00086299883,0.00079265796,0.00018032145,0.021110496],"category_scores_gemma":[0.0012892517,0.0005089943,0.0005167174,0.0009047844,0.000042492935,0.0006300683,0.003861913,0.0013431128,0.000872843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020746054,0.000062850006,0.9862548,0.00039205857,0.000051050778,0.000024190645,0.00010040497,0.0022630293,0.000029011479,0.004518001,0.005744051,0.00053980364],"study_design_scores_gemma":[0.0006390051,0.000023550327,0.6439683,0.00037284615,0.0018452907,0.0000014655132,0.0009901202,0.08358175,0.000033670873,0.025315871,0.24082187,0.0024062474],"about_ca_topic_score_codex":0.008066815,"about_ca_topic_score_gemma":0.00052918075,"teacher_disagreement_score":0.3422865,"about_ca_system_score_codex":0.00012374161,"about_ca_system_score_gemma":0.000045883477,"threshold_uncertainty_score":0.9999051},"labels":[],"label_agreement":null},{"id":"W3102245993","doi":"10.2139/ssrn.3673984","title":"Financial Knowledge Overconfidence and Early Withdrawals from Retirement Accounts","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Overconfidence effect; Economics; Business; Actuarial science; Finance; Psychology","score_opus":0.012540783516549473,"score_gpt":0.21711353461674895,"score_spread":0.20457275110019948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102245993","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":[0.9933804,0.0035545449,0.0003844567,0.0010232894,0.0002491846,0.00019279364,0.000003321685,0.0000670006,0.0011449975],"genre_scores_gemma":[0.9937538,0.00085796247,0.00006222055,0.0016800386,0.003312148,0.0000062775653,0.000011619771,0.00003891265,0.00027701905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969089,0.000029669256,0.00054804835,0.000488409,0.0004973213,0.0015276481],"domain_scores_gemma":[0.9989926,0.000038726666,0.0004338349,0.00019689336,0.00029392864,0.000043985252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008764,0.00031769424,0.00041610972,0.00018360394,0.00042914384,0.0005370129,0.00044345157,0.00010834044,0.00027925067],"category_scores_gemma":[0.00038033657,0.00029582522,0.00016168886,0.00060624257,0.000073625924,0.0016653434,0.00023517264,0.0010888616,0.0004132974],"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":[0.0003284838,0.00010779926,0.82905215,0.000057409914,0.000097114884,0.000027867107,0.00052880496,0.000008479521,0.001968581,0.15442877,0.0034355575,0.009958979],"study_design_scores_gemma":[0.0038388644,0.00036315538,0.62582666,0.00036552167,0.0008316181,0.000021218671,0.00088822347,0.0026355032,0.00023866417,0.27259263,0.0907234,0.0016745593],"about_ca_topic_score_codex":0.0012952283,"about_ca_topic_score_gemma":0.0017430553,"teacher_disagreement_score":0.20322552,"about_ca_system_score_codex":0.00024526016,"about_ca_system_score_gemma":0.0005709588,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W3102555761","doi":"10.5195/ledger.2020.206","title":"Benchmarking Bitcoin Adoption in Canada: Awareness, Ownership and Usage in 2018","year":2020,"lang":"en","type":"article","venue":"Ledger","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"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":"Business; Benchmarking; Speculation; Cash; Database transaction; Monetary economics; Commerce; Finance; Economics; Marketing; Database","score_opus":0.027843175263504893,"score_gpt":0.20628978198084216,"score_spread":0.17844660671733728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102555761","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":[0.99725103,0.00017657888,0.0000148955505,0.00096240256,0.00016642251,0.0001253818,0.0000010637858,0.000018449433,0.001283792],"genre_scores_gemma":[0.9965636,0.000016163194,0.000070996815,0.002707668,0.0005254804,0.000008078817,0.00003780345,0.000014533148,0.00005567971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892473,0.000015631811,0.00029490702,0.00030915777,0.0002035471,0.00025199438],"domain_scores_gemma":[0.99969095,0.000028236982,0.00011085731,0.000111665424,0.000042073872,0.000016227626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021835539,0.00014340051,0.00022725192,0.00019885064,0.0000607846,0.00009223113,0.00011582926,0.000045258646,0.0002943156],"category_scores_gemma":[0.00011066067,0.00013741697,0.000029406994,0.00088609307,0.000019773233,0.00061003515,0.00011507914,0.00013055929,0.00004559699],"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":[0.0000175615,0.000010606324,0.99517345,0.00008476594,0.000001684793,0.000039506725,0.00008805226,0.000088358276,0.00012803917,0.00035544048,0.0023225634,0.0016899694],"study_design_scores_gemma":[0.00037083472,0.000003274029,0.9532521,0.00008801901,0.0000181035,1.9302178e-7,0.00011732666,0.02278568,0.00001733544,0.00011402523,0.02302943,0.00020369896],"about_ca_topic_score_codex":0.7071456,"about_ca_topic_score_gemma":0.9262557,"teacher_disagreement_score":0.21911015,"about_ca_system_score_codex":0.00014336004,"about_ca_system_score_gemma":0.00012341907,"threshold_uncertainty_score":0.5603701},"labels":[],"label_agreement":null},{"id":"W3106905797","doi":"10.17477/jcea.2020.19.1.097","title":"Social Factors and Herd Behaviour in Developed Markets, Advanced Emerging Markets and Secondary Emerging Markets","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerging markets; Herd behavior; Market system; Herd; Business; Economics; Herding; Geography; Market economy; Medicine; Veterinary medicine; Finance","score_opus":0.11480185826108912,"score_gpt":0.44688072845778926,"score_spread":0.3320788701967001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106905797","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":[0.9903865,0.00496709,0.000019060974,0.00064464926,0.00028871367,0.000546566,0.00001794641,0.00006302416,0.0030664876],"genre_scores_gemma":[0.9958462,0.0021853396,0.00023084981,0.0010354767,0.00036612578,0.000025353014,0.00005795047,0.000096208794,0.00015646624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962268,0.00016910522,0.0013214931,0.00086393644,0.00077353616,0.0006451522],"domain_scores_gemma":[0.997855,0.00019715268,0.0012355233,0.0002483705,0.0003445048,0.00011943147],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016185744,0.0006080268,0.001185893,0.0012786791,0.00062833575,0.0019425197,0.0012550473,0.00015744794,0.007521345],"category_scores_gemma":[0.00066068297,0.0006008797,0.00019884107,0.0021151886,0.00013404971,0.0069388025,0.0020484913,0.0005916066,0.000009012637],"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":[0.00050389674,0.00007551853,0.9624737,0.00033271688,0.00006762676,0.00008103212,0.00035645845,0.000004288646,0.0034367314,0.00005193318,0.009445518,0.02317059],"study_design_scores_gemma":[0.001116445,0.0000027280487,0.978908,0.0003495127,0.00017008888,0.0000020363166,0.0004242741,0.00051198225,0.00033366348,0.00059965573,0.016881485,0.00070009846],"about_ca_topic_score_codex":0.0007205554,"about_ca_topic_score_gemma":0.0003028765,"teacher_disagreement_score":0.022470491,"about_ca_system_score_codex":0.00008014906,"about_ca_system_score_gemma":0.00009293402,"threshold_uncertainty_score":0.9996443},"labels":[],"label_agreement":null},{"id":"W3108814390","doi":"10.1177/0022242920979647","title":"Popping the Positive Illusion of Financial Responsibility Can Increase Personal Savings: Applications in Emerging and Western Markets","year":2020,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Social Sciences and Humanities Research Council of Canada","keywords":"Intervention (counseling); Illusion; Perception; Moral responsibility; Control (management); Business; Work (physics); Financial market; Savings account; Economics; Finance; Political science; Psychology; Law; Management","score_opus":0.009424067602471645,"score_gpt":0.2241424387536761,"score_spread":0.21471837115120446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108814390","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":[0.996764,0.00028230413,0.000056134693,0.002320398,0.0000434854,0.00019279282,0.000004122717,0.000007410647,0.00032934197],"genre_scores_gemma":[0.99809176,0.000024505305,0.00025949578,0.0010416915,0.00054852216,0.0000026539894,0.000004701341,0.000013208319,0.000013492832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823993,0.00021994703,0.000741413,0.00020678803,0.00039848013,0.00019345043],"domain_scores_gemma":[0.9978323,0.0006532466,0.0009955352,0.0001057397,0.00038473404,0.000028474173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048384136,0.0001511289,0.00033790796,0.00026542824,0.00023848421,0.00009193351,0.00021631873,0.000049234906,0.000053073672],"category_scores_gemma":[0.0047875787,0.000117197094,0.00013490899,0.00072752516,0.000073864474,0.0004960607,0.0002674109,0.00029159576,0.0000010256675],"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":[0.0013031481,0.000045896555,0.9909782,0.00018099214,0.000009864495,0.000019354253,0.0010932178,0.000015667258,0.0021880395,0.000053876618,0.00012393677,0.0039878045],"study_design_scores_gemma":[0.000413117,0.000014656664,0.9935924,0.00040846842,0.000091406255,0.000005245598,0.0009046148,0.0030684054,0.000026210588,0.000074795505,0.0012797755,0.000120946876],"about_ca_topic_score_codex":0.00029332275,"about_ca_topic_score_gemma":0.0002042369,"teacher_disagreement_score":0.0038668576,"about_ca_system_score_codex":0.00005275314,"about_ca_system_score_gemma":0.00007457627,"threshold_uncertainty_score":0.5731525},"labels":[],"label_agreement":null},{"id":"W3109823336","doi":"10.1111/caje.12546","title":"The heterogeneous effects of COVID‐19 on Canadian household consumption, debt and savings","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Unemployment; Consumption (sociology); Household debt; Debt; Demographic economics; Labour economics; Yield (engineering); Precautionary savings; Household income; Survey data collection; Consumer Expenditure Survey; Demographics; Autonomous consumption; Income distribution; Distribution (mathematics); Monetary economics; Inequality; Market liquidity; Macroeconomics; Aggregate expenditure","score_opus":0.06914967213159127,"score_gpt":0.17620439031646537,"score_spread":0.1070547181848741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109823336","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":[0.9955958,0.00065079564,0.0000017025727,0.0019542407,0.0011155403,0.00031810536,0.00009689374,0.0000066360008,0.00026024965],"genre_scores_gemma":[0.9945978,0.00011554072,0.000021077867,0.004526386,0.00045519843,0.000023383342,0.000022871547,0.000051351137,0.00018637339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981185,0.00005488635,0.000788496,0.00032667728,0.0000112991565,0.000700112],"domain_scores_gemma":[0.9975068,0.00028346284,0.000934032,0.00038811163,0.00015957792,0.0007280066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009888028,0.00027077127,0.00050490396,0.0012733053,0.0011952259,0.00027429528,0.00064243516,0.00008379771,0.00031544748],"category_scores_gemma":[0.0005608918,0.0002860981,0.00021020827,0.0002325316,0.00021800307,0.00038708062,0.00006271352,0.0003472167,0.00001153817],"study_design_candidate":"not_applicable","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":[0.00021039374,0.000030427125,0.45466802,0.00034302915,0.0002299317,0.00086140324,0.0008855344,0.025287045,0.00003227986,0.50654465,0.00862153,0.002285788],"study_design_scores_gemma":[0.0026740616,0.0006171707,0.046068262,0.00021666517,0.00051686354,0.00079078565,0.00079388573,0.0051306356,0.00010228827,0.11178971,0.8298423,0.0014573539],"about_ca_topic_score_codex":0.81369907,"about_ca_topic_score_gemma":0.9978117,"teacher_disagreement_score":0.8212208,"about_ca_system_score_codex":0.0022288875,"about_ca_system_score_gemma":0.0020576408,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W3109871192","doi":"","title":"Pensions, annuities, and long-term care insurance: On the impact of risk screening","year":2016,"lang":"en","type":"article","venue":"Cahiers de recherche","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; HEC Montréal","funders":"","keywords":"Actuarial science; Purchasing; Pension; Product (mathematics); Business; Preference; Long-term care insurance; Term (time); Health care; Group insurance; Long-term care; Risk aversion (psychology); Purchasing power; Economics; Insurance policy; Expected utility hypothesis; Marketing; Microeconomics; General insurance; Finance; Medicine; Income protection insurance; Financial economics","score_opus":0.06943131411403174,"score_gpt":0.31956875539604523,"score_spread":0.2501374412820135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109871192","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":[0.99678594,0.0007622566,0.00030262175,0.00013930994,0.00004579078,0.00018878795,0.000025658685,0.00004247328,0.0017071671],"genre_scores_gemma":[0.9983607,0.00046572203,0.00031954542,0.00026500222,0.00023746067,0.000009238151,0.000016694994,0.000027789734,0.00029784007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987883,0.00021301786,0.00024257823,0.00025683406,0.00021455233,0.00028469678],"domain_scores_gemma":[0.9981425,0.00092678395,0.00027387022,0.00036877007,0.00026568063,0.000022418304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016009238,0.00019876938,0.00025324256,0.00019851117,0.00024158847,0.00008933412,0.0002299561,0.00025951542,0.00019173774],"category_scores_gemma":[0.0028878392,0.000108073276,0.00018646242,0.0004979671,0.00023461542,0.00038378275,0.00008282775,0.00044071986,0.000029012328],"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":[0.00008219441,0.000015815247,0.96399957,0.000046012956,0.000028622391,0.00000570713,0.00058193895,0.000006796355,0.00065683166,0.0012187843,0.00062878884,0.03272894],"study_design_scores_gemma":[0.00039544897,0.00002264307,0.9964586,0.00033234069,0.0000844362,0.0000012301471,0.0003818306,0.00008703375,0.0002689361,0.0014741819,0.00031222188,0.00018113163],"about_ca_topic_score_codex":0.000608933,"about_ca_topic_score_gemma":0.00008292362,"teacher_disagreement_score":0.03254781,"about_ca_system_score_codex":0.00026304185,"about_ca_system_score_gemma":0.000054265874,"threshold_uncertainty_score":0.44071004},"labels":[],"label_agreement":null},{"id":"W3110776919","doi":"10.31926/but.ssl.2020.13.62.1.5","title":"THE REPRESENTATIONS OF FINANCIAL EDUCATION AMONG ELEMENTARY TEACHERS IN ROMANIA: BETWEEN COGNITION AND CITIZENSHIP","year":2020,"lang":"en","type":"article","venue":"Bulletin of the Transilvania University of Braşov Series VII Social Sciences • Law","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Financial literacy; Sociocultural evolution; Romanian; Citizenship; Perception; Mathematics education; Cognition; Pedagogy; Psychology; School teachers; Finance; Sociology; Political science; Business; Politics","score_opus":0.014670407730164725,"score_gpt":0.2100591581218602,"score_spread":0.19538875039169548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110776919","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":[0.9816602,0.000027923994,0.000009146392,0.009315437,0.000050684794,0.00023891208,0.000013190955,0.000010035499,0.0086744735],"genre_scores_gemma":[0.9993344,0.000015796642,0.00014829997,0.00032048344,0.00009729993,4.8920975e-7,0.000010725345,0.0000040125287,0.00006850161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990667,0.00006161901,0.00024570836,0.00018599666,0.00030548644,0.00013448542],"domain_scores_gemma":[0.9993756,0.00007424083,0.0003377025,0.000077138946,0.00012535536,0.000009959154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037759414,0.000088808454,0.00019827162,0.000055899563,0.0007745058,0.00003529654,0.0003769155,0.000047669295,0.00010354787],"category_scores_gemma":[0.0000835337,0.00007823161,0.000103688,0.00061146304,0.0015338218,0.00025481728,0.000111448026,0.00008029542,0.0000015718166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023883561,0.00009023837,0.8638602,0.00020001622,0.0000359854,0.0000013580839,0.0072802594,0.000035820663,0.0015560893,0.1179146,0.007102189,0.0016844283],"study_design_scores_gemma":[0.00051363476,0.00004216378,0.9667702,0.000080845064,0.000232054,1.1277775e-7,0.010908084,0.00003066065,0.0003265242,0.0046006404,0.016351756,0.00014337018],"about_ca_topic_score_codex":0.008831154,"about_ca_topic_score_gemma":0.0068733757,"teacher_disagreement_score":0.11331396,"about_ca_system_score_codex":0.000015532205,"about_ca_system_score_gemma":0.000059449205,"threshold_uncertainty_score":0.9977691},"labels":[],"label_agreement":null},{"id":"W3111596125","doi":"10.3390/jrfm13120317","title":"A System to Support the Transparency of Consumer Credit Offers","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Financial literacy; Credit reference; Intermediary; Business; Credit enhancement; Interest rate; Credit card interest; Credit history; Finance; Actuarial science; Marketing; Computer science; Credit risk; Computer security","score_opus":0.012764300820191738,"score_gpt":0.2062253813741655,"score_spread":0.19346108055397376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111596125","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":[0.9896307,0.00040729545,0.0056111934,0.0007660923,0.0006709069,0.0004888709,0.000017933471,0.000026736812,0.0023802912],"genre_scores_gemma":[0.99720734,0.00027098725,0.0004073044,0.0011855928,0.0008723228,0.0000052623723,0.0000031996844,0.000015062232,0.000032913686],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822813,0.00002278104,0.0008270518,0.0001968361,0.0005091962,0.00021599648],"domain_scores_gemma":[0.99874496,0.000036085523,0.0007357652,0.00017053788,0.00027042304,0.000042197054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066599087,0.00018467559,0.00045922483,0.00027772642,0.0001672819,0.00009483114,0.00036407568,0.000044334833,0.000076159384],"category_scores_gemma":[0.00015842213,0.00012949458,0.0002197148,0.00075752416,0.00005958505,0.00036523407,0.00014222134,0.00016873793,0.000044291097],"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":[0.001566994,0.0002418634,0.7820551,0.002303172,0.00015306541,0.0003847354,0.0027073324,0.0006047305,0.0001533805,0.056280486,0.062236626,0.09131255],"study_design_scores_gemma":[0.0016250614,0.00026290875,0.3962672,0.00034689417,0.0014957031,0.000005862985,0.0013542846,0.00068526267,0.000043495224,0.00044127583,0.59712476,0.00034726036],"about_ca_topic_score_codex":0.0001225435,"about_ca_topic_score_gemma":0.000036083173,"teacher_disagreement_score":0.53488815,"about_ca_system_score_codex":0.000022202008,"about_ca_system_score_gemma":0.000023210332,"threshold_uncertainty_score":0.52806354},"labels":[],"label_agreement":null},{"id":"W3113954518","doi":"10.1002/ijfe.2427","title":"Household choices on investing in financial risky assets: Do national institutional factors have their own merit?","year":2020,"lang":"en","type":"article","venue":"International Journal of Finance & Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Economics; Corporate governance; Panel data; Portfolio allocation; Finance; Financial independence; Investment (military); Public economics; Business; Political science","score_opus":0.04256125148664903,"score_gpt":0.24176499560861517,"score_spread":0.19920374412196615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113954518","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":[0.99462074,0.00008215741,0.00005897403,0.0018597003,0.0011139318,0.00009719677,0.00006982955,0.000018496858,0.0020789877],"genre_scores_gemma":[0.9917215,0.00013602887,0.00036906687,0.0042487513,0.0034128374,0.0000044876597,0.00006023066,0.000023854358,0.000023231007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979104,0.000016185317,0.0010338876,0.00032479086,0.00047745745,0.00023728622],"domain_scores_gemma":[0.9978186,0.00012057818,0.0013534309,0.00009886773,0.0005780953,0.000030436266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005045222,0.00026572339,0.00041226894,0.000624212,0.00013056603,0.00037068911,0.0007757098,0.00010398246,0.000098119745],"category_scores_gemma":[0.0010900068,0.00025502456,0.00025851402,0.0002816112,0.000093042545,0.0023566321,0.0001541684,0.0004157302,0.00004412878],"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":[0.00028419093,0.0001799614,0.885539,0.000019374806,0.00004992619,0.00005657938,0.00021530288,0.05906452,0.00011809451,0.050092738,0.002531274,0.0018490736],"study_design_scores_gemma":[0.0019920405,0.00006943926,0.7451069,0.00034915633,0.000036287485,0.000012696258,0.00009536017,0.020144945,0.0003200022,0.009419578,0.22190702,0.00054661557],"about_ca_topic_score_codex":0.0001714237,"about_ca_topic_score_gemma":0.00024511945,"teacher_disagreement_score":0.21937574,"about_ca_system_score_codex":0.00034560292,"about_ca_system_score_gemma":0.00029157705,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W3114803282","doi":"10.3390/jrfm13120324","title":"How to Measure Financial Literacy?","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Measure (data warehouse); Predictive power; Actuarial science; Investment (military); Econometrics; Investment analysis; Literacy; Stock (firearms); Field (mathematics); Financial instrument; Economics; Computer science; Finance; Financial risk; Data mining; Mathematics; Political science; Engineering","score_opus":0.011159757015558618,"score_gpt":0.2008799083443109,"score_spread":0.18972015132875228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114803282","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":[0.9590022,0.0013475613,0.029557979,0.0058689862,0.0014393983,0.0007418386,0.00001843932,0.00008659648,0.0019370153],"genre_scores_gemma":[0.98388624,0.00028422003,0.0034423773,0.007668304,0.004488636,0.0000077058785,0.0000058233372,0.000032544114,0.00018416242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977983,0.000027424829,0.000677262,0.00038145855,0.00072507665,0.0003904713],"domain_scores_gemma":[0.99837935,0.000032032927,0.0007288426,0.00020774253,0.00055302406,0.00009900914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065973774,0.0003242622,0.0005869358,0.00056740263,0.00028908064,0.00069144164,0.00043369658,0.000092928094,0.0000613327],"category_scores_gemma":[0.0011149993,0.00028371182,0.00029491112,0.0013172742,0.000042739917,0.0014943795,0.00036510685,0.00034197772,0.00008935905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001619709,0.00028694197,0.35554123,0.0006400552,0.00005111594,0.00077849854,0.0016196746,0.00020567152,0.00020106415,0.043691915,0.087543726,0.5078204],"study_design_scores_gemma":[0.0010626898,0.00011115948,0.21401395,0.00015829586,0.00036651376,0.0000035455487,0.00011651842,0.00025458887,0.000019300416,0.00231388,0.78122103,0.00035849772],"about_ca_topic_score_codex":0.00004612942,"about_ca_topic_score_gemma":0.00003424715,"teacher_disagreement_score":0.6936773,"about_ca_system_score_codex":0.000038295682,"about_ca_system_score_gemma":0.000032266656,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W3116346729","doi":"10.3386/w10399","title":"Top Wealth Shares in the United States: 1916-2000: Evidence from Estate Tax Returns","year":2004,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Income shares; Economics; Estate; Great Depression; Distribution (mathematics); National wealth; Real estate; Estate tax; Stock (firearms); Monetary economics; Labour economics; Income distribution; Market economy; State income tax; Finance; Tax reform; Geography; Inequality","score_opus":0.25160565938801016,"score_gpt":0.45044912026844375,"score_spread":0.1988434608804336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116346729","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":[0.98463076,0.00049229036,0.000006062467,0.0050565335,0.00027135387,0.0009992691,0.00020936284,0.000029521727,0.008304867],"genre_scores_gemma":[0.99094045,0.0013049709,0.0001801244,0.0006168586,0.001239384,0.00013686299,0.0051753554,0.000037293037,0.00036867676],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959722,0.00019805593,0.0010356754,0.0008153303,0.0014498455,0.0005288759],"domain_scores_gemma":[0.99590117,0.0013841973,0.00066327705,0.00066339603,0.001364253,0.000023681292],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005463179,0.0003135768,0.0005131081,0.0021503263,0.00021358207,0.0006236198,0.0016590235,0.0002485148,0.0012450855],"category_scores_gemma":[0.0018045016,0.00026932496,0.000202548,0.0010887806,0.00022610076,0.0008378177,0.0010253126,0.0011902634,0.00044716004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009119369,0.00064358924,0.4229455,0.0019603237,0.00025526673,0.00008974198,0.005260269,0.28933063,0.0001391661,0.21819174,0.05890783,0.001364019],"study_design_scores_gemma":[0.0008426986,0.000034173892,0.090927236,0.0020392477,0.000065404514,6.6542793e-7,0.0007307275,0.080859706,0.00004859145,0.8122511,0.0116285635,0.0005718723],"about_ca_topic_score_codex":0.20314923,"about_ca_topic_score_gemma":0.016596956,"teacher_disagreement_score":0.59405935,"about_ca_system_score_codex":0.0013249683,"about_ca_system_score_gemma":0.0012820417,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W3118819184","doi":"10.1017/asb.2021.19","title":"OPTIMAL CONTROL OF THE DECUMULATION OF A RETIREMENT PORTFOLIO WITH VARIABLE SPENDING AND DYNAMIC ASSET ALLOCATION","year":2021,"lang":"en","type":"preprint","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Asset allocation; Economics; Portfolio; Econometrics; Asset (computer security); Basis risk; Actuarial science; Computer science; Finance; Capital asset pricing model","score_opus":0.008784171083545794,"score_gpt":0.2130919920145776,"score_spread":0.2043078209310318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118819184","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":[0.99113417,0.00019512634,0.0063052974,0.00039454742,0.00019732419,0.00065107615,0.000013279063,0.000025562596,0.0010835925],"genre_scores_gemma":[0.9934544,0.00001606376,0.00574677,0.00012619242,0.00012381372,0.0000285139,0.00028141236,0.000033098655,0.00018970897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802977,0.000048135982,0.0006811789,0.00047268823,0.00055773405,0.00021046678],"domain_scores_gemma":[0.9975101,0.00007501031,0.0013606364,0.0005015892,0.0005416608,0.000011056047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072671793,0.00028009477,0.0005219001,0.00021276923,0.00011115513,0.00015483641,0.00027344393,0.00013991608,0.00082070986],"category_scores_gemma":[0.0002886981,0.0002245342,0.00012292252,0.00041449233,0.000090325666,0.00012375003,0.00056763954,0.00023679151,0.0000058622286],"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":[0.0002734915,0.00019645646,0.9309498,0.0016566707,0.0001957183,0.0000092335595,0.00012389636,0.05617553,0.0042935447,0.0047079674,0.0008815832,0.0005360976],"study_design_scores_gemma":[0.001595013,0.00003476413,0.81780624,0.0030218433,0.0015807854,0.0000032435996,0.00022353462,0.17013852,0.00040816967,0.00032636835,0.0042540217,0.00060748827],"about_ca_topic_score_codex":0.0014189818,"about_ca_topic_score_gemma":0.000109419794,"teacher_disagreement_score":0.113962986,"about_ca_system_score_codex":0.000055938697,"about_ca_system_score_gemma":0.00007417645,"threshold_uncertainty_score":0.9156239},"labels":[],"label_agreement":null},{"id":"W3118912498","doi":"10.5430/ijfr.v12n2p1","title":"Financial Risk Tolerance: The Case of Older Chinese in Klang Valley, Malaysia 2020","year":2021,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Workforce; Government (linguistics); Pension; Agency (philosophy); Finance; China; Retirement planning; Financial literacy; Financial risk; Demographic economics; Economic growth; Economics; Political science","score_opus":0.019646885902397746,"score_gpt":0.33318554871835077,"score_spread":0.313538662815953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118912498","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":[0.99591124,0.000661266,0.000049339586,0.0011047692,0.0010188649,0.0001426548,0.000014893691,0.0000052602572,0.0010916825],"genre_scores_gemma":[0.995145,0.00027105038,0.00019342253,0.00036228664,0.0037357204,0.000007803074,0.000012116384,0.000019114615,0.00025346462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678963,0.00015360184,0.0009929865,0.00026664272,0.0014243253,0.0003727985],"domain_scores_gemma":[0.9943595,0.00037252376,0.00067915616,0.0002656731,0.004301409,0.0000217236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031209094,0.0001803238,0.0004066925,0.000748218,0.00019185028,0.00023644825,0.00087113166,0.00011202653,0.0006183516],"category_scores_gemma":[0.0074530006,0.00013467623,0.0003287885,0.0018621528,0.00015247815,0.00083852443,0.00044884995,0.000918649,0.00006005477],"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":[0.0006338024,0.00047583936,0.9362016,0.000073958065,0.0000335549,0.015033852,0.00047855772,0.0011121841,0.0010797619,0.01164548,0.00927736,0.023954062],"study_design_scores_gemma":[0.0015054418,0.000035701283,0.9761615,0.00032685176,0.000038354177,0.00034622638,0.0000869608,0.003675553,0.0002636725,0.0100430595,0.0073346095,0.00018209746],"about_ca_topic_score_codex":0.001885874,"about_ca_topic_score_gemma":0.0028291426,"teacher_disagreement_score":0.039959885,"about_ca_system_score_codex":0.000127597,"about_ca_system_score_gemma":0.0005069273,"threshold_uncertainty_score":0.8922476},"labels":[],"label_agreement":null},{"id":"W3119040406","doi":"10.3386/w25513","title":"Parental Beliefs about Returns to Different Types of Investments in School Children","year":2019,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Stantec (Canada)","funders":"British Academy; Jacobs Foundation; University College Dublin; Nuffield Foundation","keywords":"Psychology; Developmental psychology; Mathematics education","score_opus":0.12022065816559852,"score_gpt":0.4137267507284025,"score_spread":0.29350609256280397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119040406","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":[0.9785608,0.00019661679,4.77502e-7,0.00026565976,0.00028234784,0.0010420872,0.00006892236,0.000011342391,0.019571759],"genre_scores_gemma":[0.9969246,0.000063890686,0.0000864965,0.00015401846,0.0007260643,0.00007752666,0.0012168151,0.000033203833,0.0007173901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698174,0.00005734354,0.0009239055,0.0006469803,0.0010201838,0.00036982383],"domain_scores_gemma":[0.9980939,0.00014259099,0.00048204788,0.00045966805,0.00078768266,0.00003412122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014343793,0.00026434878,0.000643898,0.0022210164,0.000058632806,0.00014193343,0.00085313077,0.00023308137,0.00089501136],"category_scores_gemma":[0.00070878916,0.00026278797,0.00020702792,0.00039553535,0.00009951156,0.00034658206,0.0016155654,0.00058827136,0.00068635104],"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":[0.00009783607,0.00018232162,0.9359085,0.00029439176,0.00007377095,6.7157e-7,0.000046264824,0.004349229,0.00015975435,0.054599628,0.004185156,0.00010246308],"study_design_scores_gemma":[0.00056059856,0.000021089012,0.91335106,0.00056160847,0.000024313025,1.6126323e-7,0.000020273392,0.0034906275,0.00020428168,0.081347495,0.00017665721,0.000241817],"about_ca_topic_score_codex":0.005814404,"about_ca_topic_score_gemma":0.0012745479,"teacher_disagreement_score":0.026747866,"about_ca_system_score_codex":0.000651638,"about_ca_system_score_gemma":0.0003377207,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W3119790165","doi":"10.3390/jrfm14010022","title":"Minimum Wage Changes across Provinces in China: Average Treatment Effects on Employment and Investment Decisions","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Minimum wage; Investment (military); Wage; China; Demographic economics; Economics; Survey data collection; Work (physics); Labour economics; Geography; Political science","score_opus":0.009487079316017468,"score_gpt":0.23354859109636933,"score_spread":0.22406151178035186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119790165","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":[0.99641556,0.001657657,0.000108618406,0.00036164522,0.00045442028,0.0004218508,0.000009968681,0.000014297569,0.0005559727],"genre_scores_gemma":[0.9918271,0.00532511,0.0005684719,0.0011774591,0.0006909566,0.00003116971,0.000014030926,0.000024440822,0.00034131034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980647,0.000054913216,0.0005915946,0.00041851003,0.00047340017,0.00039688474],"domain_scores_gemma":[0.9989351,0.00012942316,0.0005285205,0.00024166355,0.00011616067,0.000049146558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000622397,0.00033736575,0.00059266516,0.0004915506,0.000312749,0.00029959684,0.00015387383,0.00007881722,0.00002407314],"category_scores_gemma":[0.00025872863,0.00026369432,0.00014898495,0.000593272,0.000056382796,0.00042533939,0.00030498864,0.00018541797,0.000012742558],"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":[0.0005417857,0.0010507451,0.4984532,0.00025977322,0.00007302984,0.0025658563,0.0015912812,0.0001606918,0.00011149615,0.012399203,0.0011280398,0.4816649],"study_design_scores_gemma":[0.002994178,0.0003627511,0.8688949,0.0006331069,0.00027569183,0.000008809766,0.00028729625,0.00019433735,0.00022529627,0.0038459834,0.12194836,0.00032930315],"about_ca_topic_score_codex":0.00035456833,"about_ca_topic_score_gemma":0.0024379243,"teacher_disagreement_score":0.4813356,"about_ca_system_score_codex":0.00015007769,"about_ca_system_score_gemma":0.00003080097,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W3120635038","doi":"10.1002/cfp2.1101","title":"How Americans used their <scp>COVID</scp>‐19 economic impact payments","year":2020,"lang":"en","type":"article","venue":"Financial Planning Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centennial College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Payment; Traditional medicine; Business; Virology; Medicine; Internal medicine; Finance; Infectious disease (medical specialty)","score_opus":0.052728021378533704,"score_gpt":0.2836322711161049,"score_spread":0.23090424973757118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120635038","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":[0.951251,0.039094415,0.00056328153,0.0029318084,0.00073964946,0.0017280945,0.0001466023,0.00059813657,0.0029470602],"genre_scores_gemma":[0.95150864,0.0023478828,0.00025110383,0.04063201,0.0037969118,0.00009451945,0.00074269826,0.0001218958,0.0005043567],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976041,0.00004270031,0.0006401,0.00072128145,0.00033984453,0.0006520057],"domain_scores_gemma":[0.99836695,0.00013730052,0.00084433623,0.00043904182,0.00010608005,0.000106278334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047534812,0.0005362257,0.0010961881,0.00018064251,0.0003223637,0.0004768907,0.0006369044,0.00010324591,0.00026949463],"category_scores_gemma":[0.0021087755,0.00044883537,0.00057003164,0.0010300139,0.00007016582,0.0012525417,0.00026980022,0.00029344723,0.0010973188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016503698,0.000035268833,0.7041218,0.0022504067,0.000042279597,0.000068072506,0.0002414319,0.00021015473,0.00011159292,0.00041087306,0.28829694,0.004194633],"study_design_scores_gemma":[0.00040019365,0.000045982397,0.09268974,0.0013703981,0.00026731458,0.0000021500437,0.000040571806,0.0015009037,0.000008138499,0.00018799132,0.9031846,0.0003020225],"about_ca_topic_score_codex":0.00048024516,"about_ca_topic_score_gemma":0.000028326014,"teacher_disagreement_score":0.61488765,"about_ca_system_score_codex":0.00019744599,"about_ca_system_score_gemma":0.00023433768,"threshold_uncertainty_score":0.99979633},"labels":[],"label_agreement":null},{"id":"W3120822069","doi":"10.5267/j.msl.2020.12.012","title":"Pension and retirement intentions as determinants of employee engagement and productivity","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Stratified sampling; Private pension; Likert scale; Productivity; Human resources; Sample (material); Business; Human resource management; Novelty; Government (linguistics); Scale (ratio); Actuarial science; Marketing; Economics; Psychology; Finance; Management; Economic growth; Social psychology; Statistics; Geography","score_opus":0.023519850486995193,"score_gpt":0.25494125916388793,"score_spread":0.23142140867689273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120822069","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":[0.99478585,0.00005888265,0.00007471695,0.002062383,0.0003278992,0.00040977803,9.700675e-7,0.000048448805,0.002231081],"genre_scores_gemma":[0.99598163,0.00005386869,0.0012522116,0.0023229858,0.00009495483,0.000023660928,0.0000065876266,0.00001550675,0.00024860934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972758,0.00003108187,0.00042104942,0.0008621251,0.0009969827,0.00041293216],"domain_scores_gemma":[0.998975,0.000022542315,0.00026293725,0.0005281389,0.00018051431,0.000030889627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015001068,0.00022594073,0.00028685032,0.00060479215,0.0005750679,0.00037930993,0.00029370797,0.000024927149,0.00010257262],"category_scores_gemma":[0.0002727016,0.0002184548,0.00006898967,0.0014535259,0.00056775816,0.0014615076,0.0013848324,0.00010675193,0.000031726333],"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":[0.000014955396,0.00009954798,0.9467581,0.0003600133,0.000014807179,0.000083193816,0.00012453811,0.000013221885,0.040029265,0.005894089,0.0007113348,0.0058969622],"study_design_scores_gemma":[0.00043891434,0.000019654226,0.988051,0.00020923931,0.00020846922,0.000003832048,0.00046350458,0.0009052894,0.0044870316,0.00094074715,0.0039455397,0.00032678974],"about_ca_topic_score_codex":0.00018834164,"about_ca_topic_score_gemma":0.000105662766,"teacher_disagreement_score":0.041292917,"about_ca_system_score_codex":0.00005677672,"about_ca_system_score_gemma":0.0000140289285,"threshold_uncertainty_score":0.89083284},"labels":[],"label_agreement":null},{"id":"W3120980005","doi":"10.5267/j.ac.2020.12.007","title":"An integrated model of financial well-being: The role of financial behavior","year":2021,"lang":"en","type":"article","venue":"Accounting","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Indirect finance; Financial analysis; Financial modeling; Accounting management; Structural equation modeling; Affect (linguistics); Business; Financial plan; Marital status; Strategic financial management; Psychology; Accounting; Marketing; Computer science; Sociology","score_opus":0.009363477005814518,"score_gpt":0.22191724872849916,"score_spread":0.21255377172268464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120980005","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":[0.99510026,0.00012519905,0.00017064967,0.000053873115,0.00021908083,0.0001999532,0.000008014455,0.00005704669,0.004065951],"genre_scores_gemma":[0.997443,0.0000083735085,0.0008369374,0.0007140187,0.0006758163,0.00002251771,0.00011694362,0.000038373324,0.00014400217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978349,0.000025921248,0.000785911,0.0004216099,0.0005441721,0.000387452],"domain_scores_gemma":[0.99748343,0.000051797466,0.0006979458,0.0005871724,0.001166494,0.0000131842135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006599758,0.00026999624,0.0004684562,0.00024760162,0.00029862172,0.00017558128,0.00056188565,0.00014901387,0.00033124373],"category_scores_gemma":[0.00073100446,0.00022740226,0.00025526664,0.0013608951,0.00011311524,0.001345551,0.0002767424,0.00025680935,0.00004261846],"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":[0.00006237089,0.0003780362,0.88971555,0.00011287234,0.000010629106,0.000013070503,0.00034323533,0.0012902779,0.050758425,0.04451303,0.00055341015,0.012249108],"study_design_scores_gemma":[0.0013079785,0.00004506253,0.56859374,0.0004504686,0.0012269055,0.0000043765012,0.0010573096,0.32800177,0.04646127,0.020305611,0.03134475,0.0012007469],"about_ca_topic_score_codex":0.0013573024,"about_ca_topic_score_gemma":0.00064062775,"teacher_disagreement_score":0.32671148,"about_ca_system_score_codex":0.000028420945,"about_ca_system_score_gemma":0.00021815754,"threshold_uncertainty_score":0.92731947},"labels":[],"label_agreement":null},{"id":"W3121131316","doi":"10.1017/asb.2018.26","title":"DRAWING DOWN RETIREMENT SAVINGS—DO PENSIONS, TAXES AND GOVERNMENT TRANSFERS MATTER MUCH FOR OPTIMAL DECISIONS?","year":2018,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Economics; Social security; Government (linguistics); Risk aversion (psychology); Transfer payment; Labour economics; Public economics; Expected utility hypothesis; Financial economics; Welfare","score_opus":0.014770993484191593,"score_gpt":0.2255751476893097,"score_spread":0.2108041542051181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121131316","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":[0.9879765,0.00012134267,0.0016952857,0.0056937546,0.00040171316,0.00076625386,0.000032114924,0.0000864497,0.0032266043],"genre_scores_gemma":[0.9824946,0.000022843224,0.009848631,0.004450707,0.0011883165,0.00008586388,0.000045767603,0.00006678817,0.0017964632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973067,0.000023509501,0.000628025,0.0007430357,0.0007254661,0.00057325367],"domain_scores_gemma":[0.998782,0.0002323981,0.00023327813,0.00040580123,0.00030162738,0.000044944612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081909925,0.00037611928,0.00040798762,0.0001707001,0.0007425366,0.000508148,0.00030431498,0.00010720563,0.005747509],"category_scores_gemma":[0.0005268767,0.0003457739,0.00019105252,0.00030822214,0.00017711264,0.00029251468,0.0003016774,0.00013836734,0.0012259153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007090135,0.00023189373,0.39390582,0.00021337144,0.000073200616,0.000022676482,0.00035789682,0.00003055648,0.004875819,0.0053154323,0.5784201,0.015844204],"study_design_scores_gemma":[0.0019138774,0.00015140115,0.14734806,0.00058233045,0.00038552986,0.0000044835165,0.00055643875,0.002148875,0.00075046177,0.0005336681,0.8447556,0.0008692955],"about_ca_topic_score_codex":0.00029143182,"about_ca_topic_score_gemma":0.000079168494,"teacher_disagreement_score":0.26633546,"about_ca_system_score_codex":0.00007654558,"about_ca_system_score_gemma":0.00001494034,"threshold_uncertainty_score":0.99989945},"labels":[],"label_agreement":null},{"id":"W3121189861","doi":"10.1093/oxrep/gru036","title":"Five steps to planning success: experimental evidence from US households","year":2014,"lang":"en","type":"article","venue":"Oxford Review of Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Narrative; Sample (material); Psychological intervention; Quarter (Canadian coin); Financial plan; Value (mathematics); Finance; Actuarial science; Population; Psychology; Economics; Sociology; Political science; Computer science; Demography; Geography","score_opus":0.027407046736615582,"score_gpt":0.301513780122189,"score_spread":0.2741067333855734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121189861","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":[0.9789047,0.010510582,0.000026747766,0.00068518205,0.0002547236,0.00041218987,0.000014371145,0.00005615097,0.009135332],"genre_scores_gemma":[0.98295075,0.0029584863,0.00044798158,0.010930211,0.0023230677,0.00004786711,0.000054858712,0.00004221177,0.00024455177],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826777,0.000028041128,0.0007720618,0.0004424958,0.00015754651,0.00033208518],"domain_scores_gemma":[0.99863565,0.00009825137,0.00060522475,0.00055702403,0.00006506348,0.00003880191],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005320477,0.0002682652,0.0007055059,0.00026522783,0.00010727514,0.00012547136,0.00058361934,0.000053918837,0.0007182836],"category_scores_gemma":[0.00043358325,0.00025439783,0.00024269705,0.0003264674,0.00004629176,0.0011682155,0.00036333868,0.000080129736,0.0005113283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010543336,0.00013019478,0.9175691,0.004408441,0.00009234071,0.0000061658666,0.00035793814,0.00061247655,0.0010854547,0.018184323,0.045613635,0.011834511],"study_design_scores_gemma":[0.0007576411,0.00008607786,0.2084164,0.024482936,0.00034211483,0.0000015134334,0.00007528664,0.0037571099,0.0009886158,0.00091481063,0.75908244,0.0010950585],"about_ca_topic_score_codex":0.008918165,"about_ca_topic_score_gemma":0.00013095347,"teacher_disagreement_score":0.7134688,"about_ca_system_score_codex":0.00014859586,"about_ca_system_score_gemma":0.000055292392,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W3121243405","doi":"","title":"Are there significant disparities in debt burden across Canadian households? An examination of the distribution of the debt service ratio using micro-data","year":2007,"lang":"en","type":"article","venue":"IFC Bulletins chapters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"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":"Debt; Distribution (mathematics); Business; Debt service coverage ratio; Service (business); Debt service ratio; Demographic economics; Economics; External debt; Finance; Debt-to-GDP ratio; Marketing; Mathematics","score_opus":0.03743020287882289,"score_gpt":0.2467894563741097,"score_spread":0.2093592534952868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121243405","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":[0.9979803,0.00004902811,0.00006360102,0.0011007161,0.00017125125,0.00034543328,0.00014442315,0.000015082299,0.0001301495],"genre_scores_gemma":[0.9988768,0.0000050728513,0.00003334879,0.0006658535,0.0001765528,0.0000030240985,0.00018714603,0.000023206687,0.000028998877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984365,0.00004856829,0.00048595178,0.00030623458,0.00036286123,0.00035985038],"domain_scores_gemma":[0.9982141,0.00004424536,0.00065574714,0.0007671258,0.00029781772,0.000020937738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010754626,0.0001846038,0.00023210538,0.00010519793,0.00032696675,0.00011806911,0.0008699861,0.00009580866,0.000041266652],"category_scores_gemma":[0.00017285702,0.0001350527,0.0000760082,0.0008142382,0.00014173919,0.00046361628,0.00030501233,0.00014023115,0.0000044391777],"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":[0.000037413254,0.00006666957,0.9896871,0.00017842792,0.000016255919,0.000007891802,0.00076913746,0.0012248667,0.0056315376,0.0013717427,0.00014117114,0.0008677857],"study_design_scores_gemma":[0.00026291405,0.0000032700648,0.9861435,0.00024577318,0.00006395053,6.8239086e-7,0.002026536,0.00736166,0.0011047886,0.000048202153,0.0025643907,0.0001742976],"about_ca_topic_score_codex":0.33880466,"about_ca_topic_score_gemma":0.48035437,"teacher_disagreement_score":0.14154969,"about_ca_system_score_codex":0.00012960588,"about_ca_system_score_gemma":0.000046920974,"threshold_uncertainty_score":0.6655983},"labels":[],"label_agreement":null},{"id":"W3121354869","doi":"","title":"Tax-Sheltered Retirement Accounts: Can Financial Education Improve Decisions?","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"HEC Montréal","keywords":"Download; Developing country; Savings account; Intervention (counseling); Economics; Public economics; Business; Actuarial science; Finance; Economic growth; Psychology","score_opus":0.01913047763399287,"score_gpt":0.2792204940232383,"score_spread":0.2600900163892454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121354869","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":[0.94572014,0.000048441805,7.9696116e-7,0.0004060013,0.001018146,0.0008812733,0.00001359897,0.000041148094,0.05187045],"genre_scores_gemma":[0.9910347,0.00042711006,0.00023701758,0.0013016206,0.001096237,0.00014342809,0.00013845503,0.00005776894,0.0055636745],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701256,0.000047814414,0.0007552242,0.00086568214,0.00051777303,0.00080092245],"domain_scores_gemma":[0.9980649,0.00017998893,0.00030712428,0.00094916695,0.00045134404,0.000047481575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578938,0.0002911994,0.00043323735,0.0010128501,0.00027242905,0.00044606376,0.0006738219,0.00017936912,0.0010068672],"category_scores_gemma":[0.0013410975,0.000303975,0.00017770668,0.00071883475,0.00010597098,0.000995994,0.00051328447,0.0004674185,0.00058772485],"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":[0.00027746352,0.0004866549,0.64634675,0.00014809845,0.000021275124,0.00001078415,0.00010902579,0.00022191336,0.001939305,0.008291182,0.0036824013,0.33846518],"study_design_scores_gemma":[0.0020941698,0.00010855949,0.46425566,0.0005146013,0.00004764729,0.0000018332545,0.00086562184,0.014142782,0.00031172202,0.0056069703,0.51090544,0.0011449904],"about_ca_topic_score_codex":0.001265091,"about_ca_topic_score_gemma":0.0022162346,"teacher_disagreement_score":0.507223,"about_ca_system_score_codex":0.0007161635,"about_ca_system_score_gemma":0.00051737326,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W3121366942","doi":"","title":"The Gamma Factors and the Value of Financial Advice","year":2019,"lang":"en","type":"article","venue":"Annals of economics and finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Value (mathematics); Finance; Business; Economics; Actuarial science; Statistics","score_opus":0.015162312893602347,"score_gpt":0.21353863730923314,"score_spread":0.1983763244156308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121366942","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":[0.9960219,0.0011082377,8.890268e-7,0.0008837278,0.00014003624,0.00016026679,0.00000636571,0.000004114973,0.0016744381],"genre_scores_gemma":[0.9942368,0.004649851,0.000020357695,0.0006768441,0.00010711224,0.0000034457837,0.0000041559374,0.000008301865,0.00029310613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992557,0.0000082737915,0.0003522804,0.00017870578,0.000048149606,0.00015687986],"domain_scores_gemma":[0.99901867,0.00015169644,0.0004684744,0.00024006693,0.000116836956,0.000004274809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005264562,0.00011970679,0.00029946773,0.000052847296,0.00014506216,0.00007255878,0.00019085719,0.000042423788,0.0000112895505],"category_scores_gemma":[0.00011525642,0.000073043484,0.000100223115,0.00012146106,0.00020485924,0.00034946817,0.00014163773,0.00005997774,0.000008878567],"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":[0.00013555266,0.0000143080615,0.27425033,0.000046585406,0.000010769592,1.4175855e-7,0.00008332218,0.00013226223,0.000009167389,0.72221136,0.0007200278,0.002386189],"study_design_scores_gemma":[0.0007361739,0.000024247985,0.7536351,0.0000512326,0.000039971863,2.5506796e-7,0.00006554886,0.02102936,0.00016789821,0.03126447,0.19280392,0.00018183122],"about_ca_topic_score_codex":0.0007004243,"about_ca_topic_score_gemma":0.00018475631,"teacher_disagreement_score":0.6909469,"about_ca_system_score_codex":0.0000021598005,"about_ca_system_score_gemma":0.000017087126,"threshold_uncertainty_score":0.2978627},"labels":[],"label_agreement":null},{"id":"W3121389782","doi":"10.1111/j.1540-6261.2011.01664.x","title":"Public Pension Promises: How Big Are They and What Are They Worth?","year":2011,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":390,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Booth University College","funders":"","keywords":"Salary; Pension; Current liability; Debt; Business; Debt service coverage ratio; Taxpayer; Payment; Actuarial science; Treasury; Obligation; Value (mathematics); Economics; Finance; Working capital","score_opus":0.06071957808143645,"score_gpt":0.21057488559601617,"score_spread":0.1498553075145797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121389782","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":[0.9934636,0.0021358933,0.000027838516,0.003191429,0.00046969205,0.00018018161,9.637147e-7,0.000017505075,0.00051292474],"genre_scores_gemma":[0.9955541,0.002170433,0.00014676266,0.0008574242,0.0008178635,0.0000027290919,0.0000017141888,0.000026544414,0.00042245822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846065,0.000059532125,0.00049138797,0.00019759183,0.00048500893,0.00030580696],"domain_scores_gemma":[0.9967005,0.00005931295,0.002031787,0.0004230319,0.000764796,0.000020573127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472793,0.00023727084,0.00044557298,0.00028516198,0.00034000722,0.00071375543,0.00056743604,0.000069377085,0.00007555401],"category_scores_gemma":[0.0004146823,0.0001422778,0.00016401242,0.00038985445,0.0000868334,0.004041447,0.00021559602,0.00028880202,0.000045491324],"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":[0.00047998998,0.00026119454,0.9569806,0.00018167289,0.000064424115,0.00013898121,0.0017132158,0.000022992446,0.00047697913,0.0035404274,0.007034126,0.029105393],"study_design_scores_gemma":[0.00070824026,0.00004871782,0.9618677,0.0009339006,0.0002435757,0.000039100203,0.0016255368,0.00038557482,0.0000913963,0.006856672,0.026879923,0.00031965933],"about_ca_topic_score_codex":0.00013326659,"about_ca_topic_score_gemma":0.0007866723,"teacher_disagreement_score":0.028785734,"about_ca_system_score_codex":0.000026450532,"about_ca_system_score_gemma":0.000032409356,"threshold_uncertainty_score":0.688276},"labels":[],"label_agreement":null},{"id":"W3121416588","doi":"","title":"The Usefulness of Consumer Attitudes in Forecasting Household Spending in Canada: A National and Regional Analysis","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Consumer spending; Economics; Agricultural economics; Business; Macroeconomics","score_opus":0.0946913713757622,"score_gpt":0.2837347558509719,"score_spread":0.1890433844752097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121416588","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":[0.9943199,0.00026048062,4.5419867e-7,0.00010345967,0.00010428228,0.00035330388,0.000017934759,0.000005180926,0.0048349663],"genre_scores_gemma":[0.9983814,0.0010609152,0.000086139196,0.00008043312,0.000096514035,0.00007652307,0.00007053577,0.000028673589,0.00011886095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707615,0.00010809839,0.0009959877,0.0006758423,0.00057914923,0.0005647497],"domain_scores_gemma":[0.9980648,0.0008081664,0.0004956918,0.0003866692,0.00022142219,0.000023229373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003436606,0.00025652704,0.000655808,0.0017738607,0.0001809858,0.00023095035,0.00047064264,0.00014569687,0.000056914156],"category_scores_gemma":[0.0010323165,0.00024596762,0.00013826344,0.0011635935,0.00021034805,0.00027681253,0.0007279069,0.00079428847,9.330834e-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":[0.000044571265,0.000038801,0.9738748,0.00016592088,0.00008996308,0.000026075397,0.00003240537,0.021607291,0.0000034506288,0.0016302364,0.0000583179,0.0024281512],"study_design_scores_gemma":[0.0004148303,0.0000024001602,0.9404411,0.00029973965,0.000053410484,0.0000012941894,0.00031325713,0.05470014,0.0000037368236,0.0010701176,0.0024099129,0.00029010847],"about_ca_topic_score_codex":0.39337584,"about_ca_topic_score_gemma":0.95234466,"teacher_disagreement_score":0.55896884,"about_ca_system_score_codex":0.0015217989,"about_ca_system_score_gemma":0.0010452159,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W3121481061","doi":"","title":"Saving and Social Security Wealth: A Case of Turkey","year":2007,"lang":"en","type":"preprint","venue":"Loyola eCommons (Loyola University Chicago)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Social security; Consumption (sociology); Economics; Aggregate (composite); Turkish; Aggregate data; Order (exchange); Econometrics; Finance; Market economy; Statistics; Mathematics","score_opus":0.01572537985974294,"score_gpt":0.2285990816674791,"score_spread":0.21287370180773618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121481061","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":[0.9840535,0.00018011316,0.000066775116,0.0006155961,0.00045992451,0.00053067174,0.00016276757,0.00021511696,0.013715525],"genre_scores_gemma":[0.99752337,0.00006312853,0.00045053818,0.00037647798,0.00086606276,0.0000012789358,0.00035873818,0.00006245921,0.00029793667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969953,0.000103701015,0.00072551036,0.0010205219,0.0004745112,0.00068050914],"domain_scores_gemma":[0.99727684,0.00017967532,0.001206463,0.0007507212,0.000521491,0.00006480595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010270394,0.00065660174,0.0011443663,0.0014865138,0.001047197,0.00025272925,0.00076921884,0.0007369731,0.00042714897],"category_scores_gemma":[0.00012484269,0.0007950512,0.00055655965,0.0010103636,0.0003896967,0.0008152619,0.0034912706,0.0014104312,0.0000536464],"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":[0.0009631606,0.0013350549,0.8683144,0.006856318,0.00060852035,0.0071372446,0.0064643496,0.00017965883,0.00035489793,0.08768579,0.017043024,0.003057579],"study_design_scores_gemma":[0.009432368,0.00016030931,0.538085,0.0025428825,0.008779561,0.0004421431,0.014323521,0.025046304,0.00023002297,0.03039335,0.36202455,0.008539993],"about_ca_topic_score_codex":0.019721176,"about_ca_topic_score_gemma":0.01820359,"teacher_disagreement_score":0.34498152,"about_ca_system_score_codex":0.0002385995,"about_ca_system_score_gemma":0.00012993188,"threshold_uncertainty_score":0.99971163},"labels":[],"label_agreement":null},{"id":"W3121526542","doi":"","title":"Does 401(k) Eligibility Increase Saving? Evidence from Propensity Score Subclassification","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Propensity score matching; Economics; Econometrics; Demographic economics; Control (management); Actuarial science; Statistics; Mathematics; Geography","score_opus":0.02549889478784828,"score_gpt":0.2524122805407234,"score_spread":0.22691338575287512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121526542","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":[0.99584365,0.0010181874,0.0004520027,0.0018071347,0.00023208099,0.0002734317,0.0000021088529,0.000099796445,0.00027163574],"genre_scores_gemma":[0.9943669,0.00074569456,0.00016324628,0.000633258,0.0033235739,0.000008940344,0.000038758157,0.00003178578,0.00068788714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99653804,0.00007058098,0.000653197,0.0005615125,0.0006585689,0.0015181089],"domain_scores_gemma":[0.998142,0.000082468614,0.000657146,0.0005238182,0.0005566667,0.000037895712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030087058,0.00029637,0.00036528183,0.00025943178,0.0005772397,0.0005194008,0.0005866783,0.000105032115,0.00041975421],"category_scores_gemma":[0.0009491432,0.00019967002,0.00022810917,0.00061595463,0.00008227344,0.0033183934,0.00017803293,0.0011454321,0.0005152764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019488599,0.00012543231,0.97776055,0.000019745072,0.000035553858,0.0000041192898,0.00004080491,0.00002476758,0.0027416009,0.007867768,0.00038923614,0.010795519],"study_design_scores_gemma":[0.000642764,0.00003570989,0.90774184,0.00024839037,0.00037311245,0.000010559687,0.0001604704,0.0027411652,0.0003755553,0.07803798,0.009074271,0.0005581727],"about_ca_topic_score_codex":0.0053582066,"about_ca_topic_score_gemma":0.02682206,"teacher_disagreement_score":0.07017021,"about_ca_system_score_codex":0.0010009996,"about_ca_system_score_gemma":0.0006663019,"threshold_uncertainty_score":0.9909359},"labels":[],"label_agreement":null},{"id":"W3121550188","doi":"","title":"The Australian Annuity Market","year":2000,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life annuity; Pension; Lump sum; Life insurance; Economics; Population; Quarter (Canadian coin); Private pension; Revenue; Actuarial science; Present value; Labour economics; Payment; Demographic economics; Finance; Demography","score_opus":0.006246372064848564,"score_gpt":0.21331738796118063,"score_spread":0.20707101589633206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121550188","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":[0.9544858,0.0008811292,0.00002328421,0.0042456337,0.00032027366,0.00017227135,0.0000010622836,0.0000815723,0.039789025],"genre_scores_gemma":[0.92313683,0.0014009293,0.000013313101,0.00068579643,0.0019694034,0.000004095766,0.0000064112096,0.000025721252,0.072757475],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969503,0.000032107764,0.0003647239,0.0002099641,0.00041811107,0.002024778],"domain_scores_gemma":[0.99932754,0.000032166667,0.00020711051,0.00026216987,0.0001531795,0.0000178546],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024095494,0.00019059,0.00017321292,0.00012050594,0.0010462146,0.00058452814,0.00052746903,0.000059665617,0.0035098367],"category_scores_gemma":[0.00008410658,0.00013225483,0.00020831377,0.0005449144,0.00006837909,0.00091935415,0.00004810054,0.0010231273,0.0008981313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050123833,0.00017575127,0.3111076,0.000022994987,0.00015860407,0.000029575722,0.000059031707,0.00006931331,0.00008214154,0.27927238,0.09851056,0.3100108],"study_design_scores_gemma":[0.00040774833,0.000024159726,0.058869395,0.000019062954,0.000111464156,0.000037675443,0.00020668212,0.00050689373,0.0000044830913,0.1541631,0.7853987,0.0002505848],"about_ca_topic_score_codex":0.00044800257,"about_ca_topic_score_gemma":0.0028722365,"teacher_disagreement_score":0.68688816,"about_ca_system_score_codex":0.00028929196,"about_ca_system_score_gemma":0.00026571384,"threshold_uncertainty_score":0.9998798},"labels":[],"label_agreement":null},{"id":"W3121660225","doi":"","title":"The Economics of a Reduction in VAT","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Economics; Quarter (Canadian coin); Reduction (mathematics); International economics; Public economics; Monetary economics; Demographic economics; Geography","score_opus":0.02530587425963213,"score_gpt":0.28178098043991623,"score_spread":0.2564751061802841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121660225","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":[0.9544353,0.000176935,3.4348014e-7,0.00054479734,0.0005009799,0.0006777447,0.0000057931793,0.000022910208,0.04363523],"genre_scores_gemma":[0.9888782,0.00874049,0.00016706066,0.000099559555,0.0009308817,0.00009437828,0.000094186784,0.000052911513,0.00094234146],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970514,0.00008719155,0.0011753286,0.0007858676,0.00022790552,0.00067229196],"domain_scores_gemma":[0.9978361,0.00020205716,0.00064028427,0.0010596489,0.0002406506,0.000021270545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034952231,0.00031071703,0.00062712753,0.0012220346,0.0002048101,0.00037590385,0.00093420333,0.0003277251,0.00006681242],"category_scores_gemma":[0.00054716517,0.00029669775,0.00025921597,0.00044845513,0.00026508828,0.00044353,0.0010895879,0.0011067148,0.000027496573],"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":[0.0008581215,0.00065583666,0.37179798,0.0008724538,0.00011912979,0.000032282136,0.0004179429,0.06315659,0.00030150232,0.038646158,0.00091951113,0.5222225],"study_design_scores_gemma":[0.0028120463,0.000118876844,0.4498172,0.0017620984,0.00013124388,0.000006544234,0.002015018,0.17512012,0.00030300373,0.15022407,0.21544813,0.002241623],"about_ca_topic_score_codex":0.0011188525,"about_ca_topic_score_gemma":0.003448051,"teacher_disagreement_score":0.51998085,"about_ca_system_score_codex":0.0007017682,"about_ca_system_score_gemma":0.00025058136,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W3121673396","doi":"10.34989/swp-2008-19","title":"Inflation, Nominal Portfolios, and Wealth Redistribution in Canada","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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; Inflation (cosmology); Monetary economics; Debt; Redistribution (election); Monetary policy; Redistribution of income and wealth; Real interest rate; Welfare; Relative price; Macroeconomics; Market economy; Unemployment","score_opus":0.01593178622266868,"score_gpt":0.2593312023022529,"score_spread":0.2433994160795842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121673396","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":[0.9847699,0.00016393712,8.30258e-7,0.00036334942,0.00032578915,0.00042255415,0.000022591,0.000013947667,0.013917123],"genre_scores_gemma":[0.9967609,0.0012170305,0.00007864605,0.00021921255,0.000508277,0.00006279222,0.0009273439,0.000032609372,0.00019318305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718153,0.00006706287,0.0008856387,0.00084714976,0.00037686914,0.0006417187],"domain_scores_gemma":[0.9985822,0.0001167759,0.00038474877,0.00055870856,0.00031462288,0.00004297148],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016193123,0.00027958048,0.0005558744,0.0007786959,0.00016014365,0.00038335513,0.00033618827,0.00021484948,0.00021145036],"category_scores_gemma":[0.0006599281,0.00033844277,0.00007945208,0.00049234275,0.00008970848,0.0004679249,0.0011674686,0.0009951855,0.0000043438913],"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":[0.000051100324,0.000041924446,0.9815006,0.00032980184,0.000013784488,0.00010788359,0.00004530195,0.0017370274,0.000025019433,0.0008322581,0.000311013,0.015004233],"study_design_scores_gemma":[0.0004360754,0.000005181833,0.9461628,0.0003616163,0.000018640978,0.0000020756625,0.0006194471,0.035881482,0.000009545107,0.0008267613,0.015285224,0.00039113415],"about_ca_topic_score_codex":0.70204186,"about_ca_topic_score_gemma":0.9441834,"teacher_disagreement_score":0.24214154,"about_ca_system_score_codex":0.0024817733,"about_ca_system_score_gemma":0.0023623495,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W3121705954","doi":"10.1111/j.1540-6261.2011.01698.x","title":"Information Disclosure, Cognitive Biases, and Payday Borrowing","year":2011,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":548,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Booth University College","funders":"University of Michigan; John Templeton Foundation","keywords":"Liberian dollar; Debt; Business; Monetary economics; Economics; Finance","score_opus":0.02574559114581336,"score_gpt":0.21333125190301835,"score_spread":0.187585660757205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121705954","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":[0.9962206,0.00041151277,0.00026877745,0.00013482729,0.00016479898,0.000077167795,0.0000018440701,0.000008424395,0.0027120784],"genre_scores_gemma":[0.9985507,0.00019428678,0.00013391272,0.0007804551,0.00027211884,9.3870113e-7,0.0000040185128,0.000006361156,0.000057197718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992028,0.000015944099,0.00038475732,0.000043100667,0.0002197328,0.00013367197],"domain_scores_gemma":[0.9987733,0.00008342402,0.000692551,0.00009173223,0.00035240885,0.000006609244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007463802,0.00010109521,0.00016658852,0.0001639725,0.00016618226,0.00007830599,0.00016501424,0.000027438682,0.000069250156],"category_scores_gemma":[0.0005159007,0.00006431567,0.00006329783,0.00033774227,0.00006376586,0.002962989,0.00007143266,0.00013301166,0.000051847215],"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":[0.0009126329,0.00015409263,0.9267269,0.00014249173,0.00007118535,0.000036559915,0.0053177355,0.000051551204,0.00023297204,0.015881782,0.008714639,0.04175748],"study_design_scores_gemma":[0.0006300647,0.000044114284,0.9788925,0.0005560793,0.00029779822,0.000018385406,0.0005824515,0.00070695014,0.00025798698,0.002484494,0.015349827,0.00017932415],"about_ca_topic_score_codex":0.0001987725,"about_ca_topic_score_gemma":0.000027100617,"teacher_disagreement_score":0.052165646,"about_ca_system_score_codex":0.000009952944,"about_ca_system_score_gemma":0.000016047778,"threshold_uncertainty_score":0.26227167},"labels":[],"label_agreement":null},{"id":"W3121708472","doi":"","title":"Low Real Interest Rates, Collateral Misrepresentation, and Monetary Policy","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Collateral; Misrepresentation; Interest rate; Asset (computer security); Incentive; Monetary policy; Monetary economics; Downgrade; Economics; Business; Finance; Microeconomics","score_opus":0.030241245958081024,"score_gpt":0.31013393226951264,"score_spread":0.2798926863114316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121708472","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":[0.9466496,0.00007587176,8.750091e-7,0.001124041,0.00034005014,0.0007068045,0.000035505393,0.000060879793,0.051006377],"genre_scores_gemma":[0.9898853,0.0040315096,0.00010330414,0.0003638706,0.0023321556,0.00011301996,0.00032801178,0.00008515551,0.0027577062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967714,0.00010110882,0.0008674971,0.0011494216,0.00030641875,0.0008041618],"domain_scores_gemma":[0.99808294,0.00022612978,0.00040451044,0.00090116303,0.00032247082,0.000062782245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012141468,0.0004274093,0.00065264787,0.0016728583,0.00024587,0.00074498064,0.00066053116,0.00034608314,0.00026882393],"category_scores_gemma":[0.00046771203,0.00040836688,0.00018151753,0.00039112553,0.00034786327,0.00069815444,0.002329014,0.0007138591,0.000092614704],"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":[0.00031431642,0.00014922529,0.9321592,0.00056961394,0.00009221434,0.000085700674,0.00015627431,0.00044978067,0.00039669106,0.0038832985,0.001405338,0.060338374],"study_design_scores_gemma":[0.0027077876,0.000055185712,0.8739971,0.0016123093,0.00009592034,0.000007631677,0.0003828785,0.031266946,0.00024147295,0.041027054,0.04679518,0.001810555],"about_ca_topic_score_codex":0.0043425043,"about_ca_topic_score_gemma":0.0032583387,"teacher_disagreement_score":0.05852782,"about_ca_system_score_codex":0.0005023887,"about_ca_system_score_gemma":0.00028368778,"threshold_uncertainty_score":0.9998368},"labels":[],"label_agreement":null},{"id":"W3121743973","doi":"10.2139/ssrn.912771","title":"Household Decision Making and Savings Impacts: Further Evidence from a Commitment Savings Product in the Philippines","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Product (mathematics); Savings account; Economics; Agricultural economics; Business; Natural resource economics; Environmental economics; Finance; Mathematics","score_opus":0.013557090247047512,"score_gpt":0.23655049785744825,"score_spread":0.22299340761040073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121743973","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":[0.98702264,0.009843988,0.00021597787,0.002371802,0.00012015411,0.00028038953,0.0000011614195,0.000035872334,0.00010801789],"genre_scores_gemma":[0.9962126,0.0009826999,0.00017052265,0.00080823165,0.0017202183,0.000009538717,0.0000065494482,0.000034042136,0.00005557722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706966,0.00005290244,0.0005599305,0.00039297057,0.0006120497,0.0013125174],"domain_scores_gemma":[0.99889207,0.00018754184,0.0004579131,0.00032682484,0.00012533161,0.000010343807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029508516,0.00027867212,0.00029883746,0.0003654174,0.0003917058,0.0007015448,0.00050342863,0.00005570932,0.00005882113],"category_scores_gemma":[0.0003670114,0.00019148762,0.00012709755,0.0007562654,0.000058255082,0.0016110388,0.00015124584,0.0008792591,0.000022878896],"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":[0.0001428474,0.000109362074,0.9781482,0.000021157233,0.000023142715,0.00001845634,0.00028977834,0.000084215375,0.00088348484,0.0043229354,0.0008379828,0.015118437],"study_design_scores_gemma":[0.00068483513,0.000044160886,0.83156556,0.0008361385,0.00018564664,0.000048045367,0.0006501992,0.0005933815,0.000016317346,0.16173172,0.0032857023,0.00035827034],"about_ca_topic_score_codex":0.0046367934,"about_ca_topic_score_gemma":0.01732903,"teacher_disagreement_score":0.15740879,"about_ca_system_score_codex":0.000381415,"about_ca_system_score_gemma":0.00015508971,"threshold_uncertainty_score":0.9670006},"labels":[],"label_agreement":null},{"id":"W3121815230","doi":"10.1111/1911-3846.12469","title":"Investment Experience, Financial Literacy, and Investment‐Related Judgments","year":2018,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Investment (military); Sample (material); Accounting; Open-ended investment company; Business; Due diligence; Financial ratio; Finance; Economics; Return on investment; Political science","score_opus":0.05277066092786408,"score_gpt":0.3245375805358404,"score_spread":0.27176691960797633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121815230","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":[0.92952216,0.000779293,0.0000033194872,0.000561405,0.00055348803,0.0007545384,0.000005388145,0.00018654804,0.067633845],"genre_scores_gemma":[0.98798925,0.000018599174,0.00019833069,0.0064179273,0.0018712073,0.00011321093,0.0001254258,0.00006658235,0.0031994719],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553686,0.0001117364,0.00090237637,0.0010557579,0.0013998047,0.0009934569],"domain_scores_gemma":[0.9974878,0.0001473802,0.00039005684,0.0007285215,0.0011727872,0.00007346598],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027176575,0.0004247792,0.00048709003,0.0013966472,0.0014926495,0.0014865114,0.00073321885,0.0002147859,0.0006601647],"category_scores_gemma":[0.0012869617,0.000404346,0.00012862094,0.002744356,0.0009817111,0.0045757066,0.0013010581,0.0005677531,0.001314263],"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":[0.00018167992,0.00023389746,0.8813136,0.00018469573,0.000029871206,0.000071554176,0.0014799697,5.448261e-7,0.0019691905,0.05447285,0.058907393,0.0011547044],"study_design_scores_gemma":[0.0024820373,0.000165036,0.30459374,0.00071567897,0.00004783378,0.000007232941,0.00056177017,0.005482685,0.00090669165,0.031830817,0.6520721,0.001134383],"about_ca_topic_score_codex":0.0014401159,"about_ca_topic_score_gemma":0.00006343082,"teacher_disagreement_score":0.5931647,"about_ca_system_score_codex":0.00011157109,"about_ca_system_score_gemma":0.00021585776,"threshold_uncertainty_score":0.99984086},"labels":[],"label_agreement":null},{"id":"W3121825546","doi":"","title":"What Do Employees Know About Their Pension Plan","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Pension; Pension plan; Plan (archaeology); Actuarial science; Business; Survey data collection; Labour economics; Economics; Finance","score_opus":0.010590101460583106,"score_gpt":0.22431146041672353,"score_spread":0.21372135895614042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121825546","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":[0.98443955,0.011872344,0.00017378727,0.0007715373,0.00084191666,0.00016149871,5.4092095e-7,0.0001069973,0.0016318344],"genre_scores_gemma":[0.9648874,0.028627368,0.000021997934,0.00080164085,0.0029337702,0.000004977688,0.000033297554,0.000057340232,0.0026322498],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634665,0.000033285865,0.0005107474,0.00037924698,0.0005187062,0.0022113472],"domain_scores_gemma":[0.998836,0.000037573882,0.00042982126,0.00033302014,0.00033309867,0.000030524563],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015153376,0.00033882892,0.00036831977,0.00049691886,0.00063233124,0.0012658109,0.0005096971,0.0001116704,0.00060967193],"category_scores_gemma":[0.00009926987,0.00026899297,0.0002969945,0.00077664334,0.000052894677,0.0034587744,0.00014995848,0.001146204,0.00067835714],"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":[0.00035101868,0.0003255565,0.7584777,0.00003850195,0.00016686492,0.00008094323,0.000250567,0.00009875574,0.00078554003,0.12801936,0.003925061,0.10748011],"study_design_scores_gemma":[0.0023290543,0.0002266606,0.08070783,0.00089005014,0.00045228703,0.00042836834,0.0055617797,0.0016296102,0.000085904925,0.32530767,0.58094573,0.0014350503],"about_ca_topic_score_codex":0.00026089585,"about_ca_topic_score_gemma":0.0027851043,"teacher_disagreement_score":0.6777699,"about_ca_system_score_codex":0.00033539097,"about_ca_system_score_gemma":0.00027954034,"threshold_uncertainty_score":0.9999762},"labels":[],"label_agreement":null},{"id":"W3121888774","doi":"10.1287/mnsc.2013.1718","title":"When Smaller Menus Are Better: Variability in Menu-Setting Ability","year":2013,"lang":"en","type":"article","venue":"Management Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Setter; Context (archaeology); Computer science; Preference; Task (project management); Quality (philosophy); Relation (database); Human–computer interaction; Microeconomics; Economics; Data mining","score_opus":0.010048342358528308,"score_gpt":0.21088264890426892,"score_spread":0.2008343065457406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121888774","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":[0.95211726,0.000013557881,0.0002855761,0.0022740907,0.00037128635,0.0010618458,9.483053e-7,0.00015701211,0.043718442],"genre_scores_gemma":[0.9928321,0.0000029364303,0.0032076125,0.0029677434,0.00022385216,0.00015124831,0.000009714623,0.000019876728,0.0005849158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614054,0.000053632913,0.00068617216,0.0011749861,0.0010773254,0.00086732674],"domain_scores_gemma":[0.9982154,0.000072915405,0.00038643242,0.0010017237,0.00028444888,0.00003907958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0049726674,0.00031739997,0.0003502456,0.0007946332,0.00050001394,0.00094637,0.0012356421,0.000056983383,0.0018385322],"category_scores_gemma":[0.0005149748,0.0002959179,0.00011207508,0.002432402,0.0003967233,0.0036704997,0.0013185283,0.00019138384,0.0011812167],"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":[0.0000067740393,0.00015618635,0.97679734,0.00018249651,0.0000060099014,0.000012113127,0.000092087794,0.00007576735,0.0003381435,0.009765342,0.0026555927,0.0099121295],"study_design_scores_gemma":[0.00033292902,0.000004590487,0.94703096,0.00007725206,0.000039393417,1.8843741e-7,0.00017098011,0.014158709,0.00003515057,0.023393976,0.014383136,0.00037276297],"about_ca_topic_score_codex":0.0018683017,"about_ca_topic_score_gemma":0.000275574,"teacher_disagreement_score":0.043133527,"about_ca_system_score_codex":0.00025626383,"about_ca_system_score_gemma":0.00001845712,"threshold_uncertainty_score":0.9999493},"labels":[],"label_agreement":null},{"id":"W3121895333","doi":"10.1111/j.1539-6975.2008.00288.x","title":"<scp>Portfolio Choice and Life Insurance: The CRRA Case</scp>","year":2008,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Bequest; Economics; Life insurance; Portfolio; Risk aversion (psychology); Consumption (sociology); Human capital; Actuarial science; Econometrics; Financial economics; Expected utility hypothesis","score_opus":0.015571649128236404,"score_gpt":0.22334776900291708,"score_spread":0.20777611987468067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121895333","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":[0.993109,0.0045776283,0.000035167468,0.00015827783,0.0006115029,0.00013874358,0.00001196723,0.00003023143,0.0013274841],"genre_scores_gemma":[0.9932089,0.0024431022,0.0001682158,0.0013024495,0.0026304894,0.0000037882678,0.0000025454024,0.000033605826,0.00020693199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776214,0.00005319713,0.00089295587,0.00025536702,0.00067487964,0.00036143884],"domain_scores_gemma":[0.99661314,0.00041741034,0.0017864149,0.00034168264,0.0007889862,0.000052381805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009634019,0.00028349945,0.00052918226,0.0003364509,0.00079048594,0.00022839132,0.00039973893,0.00009536934,0.00005383128],"category_scores_gemma":[0.0025655227,0.00019545382,0.00027133213,0.0010377248,0.00020774109,0.001807701,0.0001183757,0.0005684923,0.00006474308],"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":[0.000019985282,0.00006649196,0.97988456,0.000039212893,0.000040868836,0.0006396535,0.00026025562,0.00017891015,0.000037884725,0.00020396918,0.017460914,0.0011672832],"study_design_scores_gemma":[0.0007408416,0.000018550996,0.86631846,0.000079600584,0.000113096794,0.00063699996,0.00015088699,0.00031554498,0.000014549639,0.00027028265,0.13123862,0.00010257423],"about_ca_topic_score_codex":0.0010849563,"about_ca_topic_score_gemma":0.00019874093,"teacher_disagreement_score":0.11377771,"about_ca_system_score_codex":0.000036121768,"about_ca_system_score_gemma":0.00006567572,"threshold_uncertainty_score":0.79703754},"labels":[],"label_agreement":null},{"id":"W3121921694","doi":"10.2139/ssrn.3263785","title":"Household Debt and Recession in Brazil","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Recession; Debt; Economics; Keynesian economics; Monetary economics; Macroeconomics","score_opus":0.008747717846822333,"score_gpt":0.2301631126688062,"score_spread":0.22141539482198389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121921694","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":[0.9957967,0.00083326816,0.00011541519,0.00050504913,0.00019378199,0.000075170254,2.342918e-7,0.000035836747,0.0024445842],"genre_scores_gemma":[0.9960223,0.00074384385,0.000051265022,0.0008391309,0.0016067714,0.0000020276552,0.0000042227457,0.00002572128,0.0007047316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979054,0.000018742368,0.00032060314,0.0002368275,0.00026204257,0.0012564],"domain_scores_gemma":[0.9994925,0.000016245222,0.00021868729,0.00014071104,0.000117302705,0.0000145153335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014507609,0.00015736495,0.00019687487,0.00043670618,0.0002950171,0.00022219756,0.00020622408,0.00007001179,0.00011743802],"category_scores_gemma":[0.00011239426,0.00013368315,0.0000626297,0.00064841285,0.000064192594,0.0010802414,0.00010242551,0.00069198105,0.00009906113],"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":[0.00010798907,0.00006125182,0.9140934,0.000016379008,0.000014698027,0.000008462835,0.000049354046,0.0000041125386,0.0007028438,0.06790169,0.0011125257,0.01592731],"study_design_scores_gemma":[0.0025917608,0.00017549763,0.47920558,0.00029440198,0.00016783814,0.00009645307,0.0006111616,0.0025928125,0.00015828115,0.4568036,0.056508068,0.00079455116],"about_ca_topic_score_codex":0.00051847944,"about_ca_topic_score_gemma":0.007290437,"teacher_disagreement_score":0.4348878,"about_ca_system_score_codex":0.00020349931,"about_ca_system_score_gemma":0.00017601848,"threshold_uncertainty_score":0.5451441},"labels":[],"label_agreement":null},{"id":"W3121924650","doi":"10.1515/bejeap-2012-0074","title":"Behavioral Biases and Long-Term Care Insurance: A Political Economy Approach","year":2013,"lang":"en","type":"article","venue":"The B E Journal of Economic Analysis & Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Economics; Voting; Term (time); Social insurance; Actuarial science; Microeconomics; Procrastination; Mistake; Insurance policy; Public economics; Politics; Social psychology; Psychology","score_opus":0.023972431884916295,"score_gpt":0.2786324017741976,"score_spread":0.2546599698892813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121924650","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":[0.99427164,0.00043712353,0.000040684383,0.00078617444,0.000049601862,0.00015630401,0.00000542896,0.000013492373,0.0042395354],"genre_scores_gemma":[0.9966478,0.000042221895,0.00007476208,0.0012316204,0.0018381319,0.00000725796,0.00003262567,0.000023163317,0.000102414946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831235,0.000043254506,0.0008585031,0.00022315442,0.0001360155,0.00042669152],"domain_scores_gemma":[0.99831873,0.000080263344,0.0008764593,0.00036886847,0.00028900834,0.00006666608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980511,0.0002581105,0.0006974344,0.0013095854,0.00022918261,0.00046849056,0.00049392885,0.000073070594,0.0004851833],"category_scores_gemma":[0.000054998796,0.00018641754,0.00051772845,0.00062043243,0.00019411389,0.0015375466,0.00018266997,0.0001985956,0.00015510294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025219875,0.0000655048,0.9852745,0.000034704153,0.00030637844,0.0000026844446,0.00022061972,0.0003150914,0.000013357854,0.012465339,0.00033247218,0.0009441277],"study_design_scores_gemma":[0.0005394072,0.00002829858,0.98782945,0.00002714218,0.003250577,0.000018233373,0.0009039643,0.0042803143,0.000013106333,0.0023227849,0.00048826856,0.0002984782],"about_ca_topic_score_codex":0.0066436827,"about_ca_topic_score_gemma":0.0003660289,"teacher_disagreement_score":0.010142554,"about_ca_system_score_codex":0.00019777505,"about_ca_system_score_gemma":0.00009849322,"threshold_uncertainty_score":0.99997115},"labels":[],"label_agreement":null},{"id":"W3121942585","doi":"","title":"Loan Aversion among Canadian High School Students","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Millennium Scholarship Foundation","keywords":"Loan; Subsidy; Numeracy; Cash; Finance; Financial literacy; Economics; Actuarial science; Psychology; Sociology; Political science; Economic growth; Literacy","score_opus":0.023626167997729885,"score_gpt":0.2698781737602503,"score_spread":0.24625200576252043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121942585","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":[0.9060575,0.0000339124,2.0210935e-7,0.00009331684,0.0008388207,0.0008583677,0.000022043316,0.0000531237,0.092042714],"genre_scores_gemma":[0.99150985,0.00076475093,0.00009999766,0.0004145405,0.0011278676,0.00011639517,0.00047363527,0.000103981176,0.005388978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587935,0.00008343591,0.0008287239,0.0012931108,0.0006651168,0.001250279],"domain_scores_gemma":[0.9975653,0.00007516109,0.00041172,0.0013587534,0.00040663028,0.00018241386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002219434,0.00049088127,0.00070444855,0.0026980145,0.00044609734,0.00094209955,0.0018893998,0.00056627695,0.0032231633],"category_scores_gemma":[0.00061067904,0.00055540004,0.0002858594,0.0004863698,0.00024044114,0.0008079078,0.002854904,0.0017130979,0.00082546286],"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":[0.00005261677,0.00009611656,0.9924078,0.00016599697,0.000050023267,0.000105391126,0.000054641063,0.000464782,0.000006635893,0.0007352512,0.0009652161,0.0048955404],"study_design_scores_gemma":[0.0006007879,0.00001437177,0.9526522,0.00043549755,0.000060325932,6.106275e-7,0.00019228736,0.0026047442,0.000011321433,0.0029094843,0.039790235,0.0007280968],"about_ca_topic_score_codex":0.41313988,"about_ca_topic_score_gemma":0.4397661,"teacher_disagreement_score":0.08665374,"about_ca_system_score_codex":0.0018013293,"about_ca_system_score_gemma":0.000596108,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W3121950157","doi":"10.1111/caje.12133","title":"The impact of personal bankruptcy law on entrepreneurship","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Bankruptcy; Entrepreneurship; Debt; Economics; Life insurance; Limited liability; Liability; Actuarial science; Finance","score_opus":0.13389950424936042,"score_gpt":0.20351870587746965,"score_spread":0.06961920162810922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121950157","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":[0.9922584,0.00016751133,0.000001121538,0.00086495397,0.0009035559,0.00015336834,0.000039111554,0.000005064497,0.0056068846],"genre_scores_gemma":[0.99728304,0.0000151432,0.000021938466,0.0007098394,0.0016161327,0.0000041130133,0.00001754887,0.00004117862,0.00029108793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981922,0.000033076205,0.0008478773,0.0002662159,0.000009623785,0.00065103895],"domain_scores_gemma":[0.997354,0.00014382906,0.0010933047,0.00038051637,0.0005832756,0.0004451031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126058,0.0002845235,0.0005441517,0.0006288646,0.00025425878,0.00033123995,0.0006687304,0.000111068366,0.0003100775],"category_scores_gemma":[0.0004957279,0.00024362217,0.0005095017,0.00023731354,0.00022747235,0.00083809235,0.000032517004,0.000278944,0.00007728201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000278271,0.00002540911,0.30100527,0.000024462784,0.00014640347,0.00009548852,0.00054524426,0.006590826,0.000009334826,0.68382627,0.006332628,0.0011204012],"study_design_scores_gemma":[0.0051051243,0.0014749051,0.13450892,0.00062888075,0.00062054116,0.0003242257,0.002212282,0.026504535,0.00018263691,0.6099423,0.21627387,0.0022217506],"about_ca_topic_score_codex":0.42275724,"about_ca_topic_score_gemma":0.9537276,"teacher_disagreement_score":0.53097034,"about_ca_system_score_codex":0.001389638,"about_ca_system_score_gemma":0.0014884443,"threshold_uncertainty_score":0.9934624},"labels":[],"label_agreement":null},{"id":"W3122002359","doi":"","title":"The Financial Crisis and Consumers' Income and Pension Expectations","year":2015,"lang":"en","type":"article","venue":"Cahiers de recherche","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Financial crisis; Affect (linguistics); Pension; Economics; Sample (material); Perception; Population; Demographic economics; Panel data; Monetary economics; Finance; Macroeconomics; Econometrics","score_opus":0.08232019385481128,"score_gpt":0.31230747003459886,"score_spread":0.2299872761797876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122002359","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":[0.99303836,0.0018718779,0.00030017368,0.0011299648,0.0001658616,0.00017270571,8.8449445e-7,0.0000602549,0.0032598998],"genre_scores_gemma":[0.9960117,0.00021609903,0.0018744045,0.0010410177,0.00023236076,0.000020674679,0.000011323162,0.000019444073,0.00057298574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901974,0.00012633708,0.00020109968,0.00023285495,0.00017821866,0.00024172818],"domain_scores_gemma":[0.9990181,0.00038720274,0.00011584974,0.00019588093,0.00024333248,0.000039687653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018706701,0.0001407527,0.00016563042,0.000137777,0.00042553394,0.0002805516,0.00012610145,0.00023792876,0.000015349675],"category_scores_gemma":[0.0038539271,0.00010955054,0.000046334244,0.00050590874,0.00022637904,0.00042627804,0.000100639154,0.00038958187,0.000049508053],"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":[0.00030052103,0.00008238895,0.82138515,0.00016718905,0.00005564512,0.000046290992,0.007957176,0.000013574384,0.0007158497,0.10779635,0.028252792,0.033227064],"study_design_scores_gemma":[0.0036971904,0.000084562125,0.46560627,0.00018196275,0.0009654262,0.000034695528,0.028892346,0.018216407,0.000406512,0.28549707,0.19480056,0.0016170011],"about_ca_topic_score_codex":0.0002978347,"about_ca_topic_score_gemma":0.00022530499,"teacher_disagreement_score":0.35577887,"about_ca_system_score_codex":0.00015284593,"about_ca_system_score_gemma":0.00007237574,"threshold_uncertainty_score":0.4613789},"labels":[],"label_agreement":null},{"id":"W3122009427","doi":"10.2139/ssrn.3301054","title":"Inequality and Market Concentration, when Shareholding is More Skewed than Consumption","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Equity (law); Inequality; Consumption (sociology); Shareholder; Consumer Expenditure Survey; Monopoly; Economics; Distribution (mathematics); Survey data collection; Business; Monetary economics; Public economics; Corporate governance; Market economy; Finance; Aggregate expenditure","score_opus":0.017649344842601007,"score_gpt":0.2520606775877035,"score_spread":0.2344113327451025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122009427","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":[0.99610776,0.0006726401,0.00065534597,0.0011276117,0.00020073241,0.00015300875,0.0000027575838,0.000051584993,0.0010285401],"genre_scores_gemma":[0.9955231,0.0004790446,0.00008440564,0.001215713,0.0017166256,0.0000036629856,0.000026864047,0.000022794151,0.0009278138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976872,0.000037214308,0.0004287382,0.000304672,0.00037776984,0.0011643581],"domain_scores_gemma":[0.9989526,0.000028036447,0.00041218204,0.00018375849,0.00039915158,0.00002422438],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016313354,0.00020305162,0.00023181985,0.00016602101,0.00056559505,0.0004495536,0.00020640125,0.0000777915,0.0013613119],"category_scores_gemma":[0.00017202493,0.00018635577,0.00009571595,0.00026122812,0.000118889024,0.001427928,0.00009600242,0.0005189314,0.00010455884],"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":[0.00009712011,0.000032104534,0.9539019,0.000035024324,0.000050014976,0.0000027155365,0.00024263328,3.8222012e-7,0.0003880557,0.039138846,0.0037027064,0.0024084907],"study_design_scores_gemma":[0.0024538685,0.00012259233,0.72900647,0.00024354435,0.00047797177,0.0000933206,0.0010445518,0.009403907,0.00023786722,0.21933381,0.036672223,0.00090989115],"about_ca_topic_score_codex":0.0002917119,"about_ca_topic_score_gemma":0.00095149875,"teacher_disagreement_score":0.22489546,"about_ca_system_score_codex":0.0002680445,"about_ca_system_score_gemma":0.00018987137,"threshold_uncertainty_score":0.9995516},"labels":[],"label_agreement":null},{"id":"W3122019021","doi":"10.3386/w28383","title":"Household Wealth Trends in the United States, 1962 to 2019: Median Wealth Rebounds... But Not Enough","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Economics; Demographic economics","score_opus":0.26708542619934994,"score_gpt":0.4519452294007311,"score_spread":0.18485980320138118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122019021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42539594,0.0014817658,0.0000034408129,0.04173785,0.002834444,0.002726019,0.0012604345,0.00013053522,0.52442956],"genre_scores_gemma":[0.90757096,0.0029994883,0.00018507529,0.0039981203,0.008176551,0.0002751088,0.036890883,0.00020061762,0.039703183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927151,0.00024484115,0.0015898579,0.0009938745,0.0035526105,0.00090366666],"domain_scores_gemma":[0.99450684,0.000877387,0.0008438105,0.0008161556,0.002892148,0.00006365923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013401095,0.0004299331,0.00092334277,0.0068616094,0.00037747747,0.0005879593,0.001392725,0.00038309194,0.0012659015],"category_scores_gemma":[0.001843243,0.00038173542,0.00031253486,0.0035332073,0.0001912855,0.0005593048,0.0005440079,0.0012391527,0.00034383993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021201582,0.0003693152,0.01911394,0.00063192844,0.00013655766,0.00007765232,0.00042177204,0.002845475,0.00003128983,0.09140775,0.8820362,0.0027161012],"study_design_scores_gemma":[0.0008263833,0.00006519007,0.03960669,0.00045366414,0.00008060384,0.00000769838,0.00041603952,0.0025177815,0.00002199002,0.016155265,0.9392005,0.00064820214],"about_ca_topic_score_codex":0.15013926,"about_ca_topic_score_gemma":0.028839387,"teacher_disagreement_score":0.4847264,"about_ca_system_score_codex":0.0026623732,"about_ca_system_score_gemma":0.0041469894,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W3122031421","doi":"","title":"Financial Capability in the United States: Consumer Decision-Making and the Role of Social Security","year":2010,"lang":"en","type":"preprint","venue":"Deep Blue (University of Michigan)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Government; U.S. Social Security Administration","keywords":"Quarter (Canadian coin); Social security; Financial statement; Business; Debt; Population; Finance; Current Population Survey; Payment; Actuarial science; Public economics; Economics; Accounting","score_opus":0.0050302125038814765,"score_gpt":0.19650103983560907,"score_spread":0.1914708273317276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122031421","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":[0.99842346,0.00017542543,0.00012000587,0.00025714922,0.00013733111,0.00048006652,0.00004520187,0.000018856406,0.00034249414],"genre_scores_gemma":[0.99913055,0.00005251369,0.00023086181,0.00028817984,0.00013458278,0.0000010969073,0.00014420139,0.000012241029,0.0000058006044],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984148,0.00012509999,0.00036810557,0.0004135325,0.00044399218,0.00023443752],"domain_scores_gemma":[0.99785703,0.0004378835,0.0007835487,0.00048918254,0.00042431662,0.000008056637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014536193,0.0002554528,0.00061010994,0.00047018658,0.00041032844,0.00007782696,0.0009106088,0.00031090926,0.00016155108],"category_scores_gemma":[0.00042245546,0.0002133527,0.0002831389,0.00074692577,0.00086136605,0.0002623214,0.0011650457,0.00081988226,0.000009619769],"study_design_candidate":"qualitative","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":[0.0046376297,0.0011319275,0.21690974,0.0019559124,0.00030357682,0.000079808706,0.62934047,0.0015657162,0.00016731014,0.13125834,0.00046611007,0.012183487],"study_design_scores_gemma":[0.004654403,0.000019844969,0.35631412,0.00064348505,0.0016695164,0.0000023897449,0.14719516,0.12392963,0.000015418587,0.32682326,0.037657604,0.0010751641],"about_ca_topic_score_codex":0.0089975735,"about_ca_topic_score_gemma":0.15268187,"teacher_disagreement_score":0.4821453,"about_ca_system_score_codex":0.000022276696,"about_ca_system_score_gemma":0.00006590011,"threshold_uncertainty_score":0.99760157},"labels":[],"label_agreement":null},{"id":"W3122104538","doi":"10.1080/10920277.2013.821938","title":"Research and Reality: A Literature Review on Drawing Down Retirement Financial Savings","year":2013,"lang":"en","type":"review","venue":"North American Actuarial Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":46,"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 Waterloo; Western University; Employment and Social Development Canada; Dalhousie University","funders":"","keywords":"Debt; Life expectancy; Actuarial science; Economics; Public economics; Government (linguistics); Appeal; Annuity; Life annuity; Social security; Finance; Business; Pension; Sociology; Political science","score_opus":0.06581008315538188,"score_gpt":0.3493957538650004,"score_spread":0.2835856707096185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122104538","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009488742,0.99408954,0.0000050195576,0.0006125548,0.0008945607,0.0017868415,0.000030397474,0.0000790953,0.0015531201],"genre_scores_gemma":[0.00014232073,0.98399895,0.00018503281,0.0029211363,0.011662864,0.00013086639,0.00040543027,0.0001383231,0.00041505406],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928331,0.00040980967,0.0020739823,0.0011951468,0.002197861,0.0012901088],"domain_scores_gemma":[0.9941514,0.00033762795,0.002932514,0.00091615535,0.001488147,0.00017412186],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030970795,0.0011013424,0.0035590113,0.0019285947,0.0012785,0.0027640876,0.0011372867,0.0002803067,0.00056776253],"category_scores_gemma":[0.0018486445,0.00081947766,0.000976713,0.005180448,0.0005073264,0.0013379378,0.0006864125,0.003632,0.0005951863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057564794,0.00011356142,0.0008495793,0.017846636,0.000081936334,0.00025197855,0.00004021609,2.864347e-7,2.2870294e-7,0.0003880088,0.09303621,0.8873338],"study_design_scores_gemma":[0.0002562251,0.00015711083,0.0011309293,0.07924417,0.0010735529,0.00006662862,0.000011241247,0.000006111495,4.092675e-8,0.0001426783,0.91717,0.00074133696],"about_ca_topic_score_codex":0.00071887294,"about_ca_topic_score_gemma":0.0003343156,"teacher_disagreement_score":0.88659245,"about_ca_system_score_codex":0.0004444248,"about_ca_system_score_gemma":0.0005308736,"threshold_uncertainty_score":0.9994256},"labels":[],"label_agreement":null},{"id":"W3122115669","doi":"","title":"What the Stock Market Decline Means for the Financial Security and Retirement Choices of the Near-Retirement Population","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health and Retirement Study; Social security; Pension; Retirement age; Quarter (Canadian coin); Economics; Stock (firearms); Baby boomers; Stock market; Population; Labour economics; Great recession; Recession; Demographic economics; Finance; Gerontology; Geography","score_opus":0.027771450990132437,"score_gpt":0.29651899325401576,"score_spread":0.2687475422638833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122115669","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":[0.98469603,0.001009209,0.0000059017216,0.006169574,0.0011894953,0.0040343907,0.000030835592,0.000026292884,0.0028382714],"genre_scores_gemma":[0.99073505,0.0058798115,0.00014925818,0.0010276504,0.0011526368,0.0003514633,0.00010590411,0.000049137143,0.000549106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968315,0.00017925177,0.0009272833,0.00077667844,0.00069051667,0.0005947911],"domain_scores_gemma":[0.9968363,0.0006247514,0.00083391095,0.0012827577,0.00039889422,0.000023374256],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00515834,0.00038160328,0.0005520844,0.00022351106,0.00091680203,0.0010607714,0.0012966769,0.0002572156,0.00011550817],"category_scores_gemma":[0.001292989,0.00023810688,0.00036825193,0.0003553306,0.00040549744,0.0005247398,0.0021970535,0.0008562808,0.0000017169152],"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":[0.0010614566,0.00043562343,0.6753918,0.0017570924,0.00019129987,0.0000034934708,0.000997918,0.010499335,0.00003593604,0.0066342885,0.0034271907,0.2995646],"study_design_scores_gemma":[0.00075094,0.00004030748,0.6819686,0.0006197179,0.00019313637,3.763559e-7,0.0004104656,0.22460164,0.000019035615,0.013205615,0.077779524,0.0004106302],"about_ca_topic_score_codex":0.0011343911,"about_ca_topic_score_gemma":0.011314532,"teacher_disagreement_score":0.29915395,"about_ca_system_score_codex":0.00033005344,"about_ca_system_score_gemma":0.00016046336,"threshold_uncertainty_score":0.9999762},"labels":[],"label_agreement":null},{"id":"W3122137753","doi":"","title":"Household Stock Market Participation During the Great Financial Crisis","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Stock market; Stock market crash; Financial crisis; Stock (firearms); Economics; Crash; Business; Panel data; Panel Study of Income Dynamics; Demographic economics; Monetary economics; Geography; Econometrics; Macroeconomics","score_opus":0.03722847830797726,"score_gpt":0.28845732222246945,"score_spread":0.2512288439144922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122137753","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":[0.97360736,0.00005156182,0.0000012287503,0.00046733767,0.00063636695,0.0008613443,0.000027084567,0.00008487238,0.024262814],"genre_scores_gemma":[0.99266714,0.0006605984,0.000074335425,0.00043855546,0.0031278743,0.00036993777,0.0000902421,0.00009588468,0.0024754147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636227,0.00013581409,0.0008934982,0.0010798367,0.0005506303,0.0009779286],"domain_scores_gemma":[0.9975356,0.00018419196,0.0004909548,0.0014040167,0.00034621,0.000039016624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026259108,0.00043388782,0.00058652303,0.00089358346,0.0006721661,0.00079659297,0.001062266,0.0003855008,0.0009974338],"category_scores_gemma":[0.0010833901,0.00038792283,0.00032347927,0.00051975704,0.00027417103,0.0005713091,0.002388039,0.0011614392,0.00009679906],"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":[0.00054919656,0.00023374437,0.96216947,0.000882146,0.00007844544,0.000055956276,0.00023261871,0.0036316626,0.00004582599,0.000529931,0.015766604,0.015824413],"study_design_scores_gemma":[0.00057722424,0.000019501864,0.92309755,0.00024537297,0.000091088834,0.0000010640938,0.0001044974,0.019371433,0.000039594765,0.0022097141,0.053596057,0.00064689736],"about_ca_topic_score_codex":0.0008035319,"about_ca_topic_score_gemma":0.0025872765,"teacher_disagreement_score":0.039071906,"about_ca_system_score_codex":0.0006050199,"about_ca_system_score_gemma":0.00019093076,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W3122190898","doi":"10.2139/ssrn.3587894","title":"Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Stimulus (psychology); Market liquidity; Economics; Payment; Monetary economics; Permanent income hypothesis; Consumption (sociology); Finance; Psychology; Cognitive psychology","score_opus":0.009926357583183642,"score_gpt":0.22758609610879005,"score_spread":0.2176597385256064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122190898","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":[0.96983457,0.00080451515,0.00028841713,0.028455961,0.00019315464,0.00029706975,0.0000018478867,0.000028309696,0.00009613584],"genre_scores_gemma":[0.9929301,0.0007575192,0.000012064782,0.004442487,0.0015490217,0.000010089132,0.0000045988772,0.00002056603,0.00027353002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814624,0.00012060865,0.00037072538,0.0002414457,0.00025409774,0.0008668633],"domain_scores_gemma":[0.9993016,0.00013216183,0.0002749604,0.00018566342,0.00007567257,0.00002992043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034121352,0.00017513809,0.00022596418,0.00009591919,0.000583725,0.00044592243,0.00043429056,0.0000394943,0.00017806624],"category_scores_gemma":[0.0003662023,0.00010487809,0.00011954383,0.0002607144,0.00008554185,0.0005141433,0.00030120733,0.00069895684,0.000745023],"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":[0.023565277,0.0001038182,0.74749476,0.000088693225,0.0005198961,0.000031768388,0.0012905454,0.0035052532,0.0009711405,0.19112891,0.017123701,0.014176213],"study_design_scores_gemma":[0.015717119,0.00065974396,0.4536746,0.00018543468,0.0016094005,0.00016901513,0.002093607,0.08950178,0.000081161146,0.10738967,0.3272426,0.0016758415],"about_ca_topic_score_codex":0.00020985563,"about_ca_topic_score_gemma":0.0009434666,"teacher_disagreement_score":0.3101189,"about_ca_system_score_codex":0.00025243557,"about_ca_system_score_gemma":0.00023709191,"threshold_uncertainty_score":0.95760125},"labels":[],"label_agreement":null},{"id":"W3122340935","doi":"10.2139/ssrn.1490503","title":"Portfolio Allocation in the Face of a Means-Tested Public Pension","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Canadian Institute for International Peace and Security; York University","funders":"","keywords":"Face (sociological concept); Pension; Portfolio; Portfolio allocation; Actuarial science; Business; Economics; Public economics; Financial economics; Finance; Sociology; Social science","score_opus":0.013335743643739144,"score_gpt":0.23078806826675174,"score_spread":0.2174523246230126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122340935","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":[0.9930007,0.00054532744,0.00046932508,0.0033114164,0.00006809625,0.00018652403,1.9154335e-7,0.000019315687,0.0023991317],"genre_scores_gemma":[0.99812686,0.00025800633,0.00002615776,0.0009824033,0.00034879305,0.0000020631085,0.000023260125,0.000011236642,0.0002211916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975532,0.00005699498,0.00058533624,0.00019156761,0.0005879591,0.0010249243],"domain_scores_gemma":[0.99883384,0.00002975798,0.00056211447,0.00025999875,0.0003051263,0.00000914082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035999513,0.00015858849,0.00024192454,0.0005144802,0.00016916617,0.00019019685,0.0004618583,0.000060131282,0.00008652269],"category_scores_gemma":[0.00029310855,0.000112873146,0.00015122283,0.0013480019,0.000025688883,0.001083884,0.00003024676,0.00071226346,0.00004537041],"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":[0.00011630368,0.0004993815,0.26487148,0.000021919142,0.000038496775,0.000015624651,0.00035763186,0.0002520789,0.002444425,0.7020655,0.0013895171,0.027927622],"study_design_scores_gemma":[0.0020697338,0.00025451466,0.630245,0.00014149213,0.0002779764,0.00012035091,0.004711588,0.009893921,0.00008601439,0.33915094,0.012434792,0.0006137028],"about_ca_topic_score_codex":0.00024195372,"about_ca_topic_score_gemma":0.0016852767,"teacher_disagreement_score":0.36537352,"about_ca_system_score_codex":0.00019136663,"about_ca_system_score_gemma":0.00031001982,"threshold_uncertainty_score":0.4602833},"labels":[],"label_agreement":null},{"id":"W3122368933","doi":"","title":"Liquidity clienteles: transaction costs and investment decisions of individual investors","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Market liquidity; Transaction cost; Business; Stock (firearms); Monetary economics; Search cost; Liquidity premium; Economics; Liquidity risk; Financial economics; Finance; Microeconomics","score_opus":0.04454905823585732,"score_gpt":0.2975380351245153,"score_spread":0.252988976888658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122368933","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":[0.99051446,0.00009182994,0.0000039123424,0.000117235715,0.0005232426,0.000750931,0.000051068397,0.00003198709,0.007915352],"genre_scores_gemma":[0.99587536,0.0020849917,0.00058422354,0.00035527244,0.00045158959,0.000107933476,0.0003207245,0.000056829198,0.0001630683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686944,0.00009383998,0.000990956,0.00091470184,0.0005760393,0.0005550281],"domain_scores_gemma":[0.9978503,0.00038137613,0.00054153247,0.00083233777,0.00032624727,0.00006821282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028524383,0.00036545098,0.0006911515,0.0015848632,0.00023000654,0.00033057138,0.0007061125,0.0005405875,0.00019444124],"category_scores_gemma":[0.0011050786,0.00038704206,0.00022242319,0.00038018625,0.0005034447,0.0005156443,0.0012532707,0.0015952162,0.0000151963595],"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":[0.0006340894,0.0013211773,0.70423234,0.0012581687,0.00028507586,0.00004697906,0.0012944092,0.0033256807,0.001422353,0.013588754,0.0010485593,0.27154243],"study_design_scores_gemma":[0.003971045,0.00025229363,0.74467397,0.0028107737,0.0005706863,0.000008253608,0.002325433,0.047839798,0.0011924502,0.028661652,0.1648445,0.002849131],"about_ca_topic_score_codex":0.0010955903,"about_ca_topic_score_gemma":0.0039418647,"teacher_disagreement_score":0.2686933,"about_ca_system_score_codex":0.00034459075,"about_ca_system_score_gemma":0.0002506236,"threshold_uncertainty_score":0.99985814},"labels":[],"label_agreement":null},{"id":"W3122384127","doi":"10.61190/fsr.v19i3.4974","title":"Sustainable retirement income for the socialite, the gardener, and the uninsured","year":2010,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Consumption (sociology); Economics; Variable (mathematics); Actuarial science; Value (mathematics); Constant (computer programming); Sustainability; Rate of return; Econometrics; Mathematics; Finance; Statistics; Computer science; Sociology","score_opus":0.006558334663718594,"score_gpt":0.22975182854283896,"score_spread":0.22319349387912035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122384127","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33232656,0.48344204,0.0001409067,0.1304991,0.005169225,0.0264159,0.000057977468,0.0005110599,0.021437248],"genre_scores_gemma":[0.83005095,0.047332622,0.00027343672,0.09964175,0.009980085,0.0024992411,0.00019955769,0.00015075954,0.00987158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980922,0.00006376404,0.00057705655,0.00035280542,0.0004404416,0.00047373513],"domain_scores_gemma":[0.9977508,0.0003187681,0.0005607541,0.0007159726,0.0006387627,0.000014896775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032704493,0.00029448586,0.00051394885,0.000056606284,0.0017770343,0.00048717015,0.0009997074,0.0000917919,0.00026058638],"category_scores_gemma":[0.0006358155,0.00013674871,0.0003165927,0.00089473487,0.00026365407,0.00047272106,0.00052852335,0.0003027777,0.00006353291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031759986,0.000078639605,0.031359527,0.015212918,0.00007450182,0.000006543155,0.00053221814,0.0000048383727,0.00003174751,0.9001656,0.03397769,0.018238178],"study_design_scores_gemma":[0.0007673997,0.000006598115,0.050587244,0.0005023828,0.00062602456,7.0702197e-7,0.00009992702,0.0006385915,0.0000018434098,0.009644326,0.9369154,0.00020955403],"about_ca_topic_score_codex":0.002998157,"about_ca_topic_score_gemma":0.004505081,"teacher_disagreement_score":0.9029377,"about_ca_system_score_codex":0.000022361335,"about_ca_system_score_gemma":0.000060124952,"threshold_uncertainty_score":0.9995225},"labels":[],"label_agreement":null},{"id":"W3122385832","doi":"10.2139/ssrn.1259648","title":"The Role of the Annuity's Value on the Decision (Not) to Annuitize: Evidence from a Large Policy Change","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Calgary","funders":"","keywords":"Annuity; Actuarial science; Value (mathematics); Economics; Business; Life annuity; Finance; Mathematics; Statistics; Pension","score_opus":0.017724596471089198,"score_gpt":0.25422075688481016,"score_spread":0.23649616041372096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122385832","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":[0.98764825,0.002083265,0.00008825818,0.009203706,0.000208486,0.00037637528,0.00000601644,0.000020267564,0.00036536675],"genre_scores_gemma":[0.9915359,0.0017434857,0.0000135956825,0.0037663525,0.002457434,0.000016014943,0.00000194094,0.000027415044,0.00043785127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99675876,0.00010260956,0.00045078568,0.00026880295,0.0009700731,0.0014489585],"domain_scores_gemma":[0.99812794,0.00041541512,0.0004733977,0.0006209359,0.0003400846,0.000022216294],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002720216,0.00022657517,0.00024157531,0.00020943662,0.001660818,0.00020802351,0.0012863916,0.00006461221,0.000064193715],"category_scores_gemma":[0.0017856959,0.00011103559,0.00030794178,0.0012828757,0.000085569205,0.0006853242,0.00038440252,0.00093992765,0.0001591793],"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":[0.00069990923,0.00019263687,0.30967134,0.000008299206,0.00013168686,0.0000074853915,0.0017703102,0.000092034374,0.0015416578,0.64596933,0.0036166993,0.036298577],"study_design_scores_gemma":[0.0006678278,0.00013317405,0.52104294,0.0005314264,0.00019275915,0.00002707475,0.0016375063,0.0021366433,0.00059465726,0.40078986,0.071827315,0.00041883255],"about_ca_topic_score_codex":0.003506703,"about_ca_topic_score_gemma":0.0036402955,"teacher_disagreement_score":0.24517949,"about_ca_system_score_codex":0.00037577993,"about_ca_system_score_gemma":0.00054139,"threshold_uncertainty_score":0.99963886},"labels":[],"label_agreement":null},{"id":"W3122397610","doi":"10.2139/ssrn.2094457","title":"Income Replacement Rates Among Canadian Seniors: The Effect of Widowhood and Divorce","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Government of Canada","funders":"","keywords":"Demographic economics; Demography; Psychology; Economics; Gerontology; Sociology; Medicine","score_opus":0.0029731944090174117,"score_gpt":0.20050954078460836,"score_spread":0.19753634637559095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122397610","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":[0.9969866,0.001595526,0.000021506336,0.00026853653,0.00020979838,0.00021591841,7.627743e-7,0.000013854008,0.0006874901],"genre_scores_gemma":[0.9983823,0.00013630846,0.000006079661,0.00013872191,0.0008976045,0.0000067049123,0.000008925005,0.00002294449,0.00040042595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974764,0.00006393008,0.0003488766,0.00015732784,0.0003118131,0.0016416621],"domain_scores_gemma":[0.99921846,0.000066164364,0.00035145355,0.00021792021,0.00010101124,0.000044996388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035331764,0.00020372776,0.00026835327,0.00031151486,0.0004610113,0.00015803141,0.00025287064,0.00005803176,0.00012240518],"category_scores_gemma":[0.00016207498,0.00013238036,0.000119959936,0.000456935,0.000084648724,0.0009707142,0.00009454231,0.0006386525,0.000034538563],"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":[0.0000448187,0.000009629931,0.98949605,0.000023139659,0.000057654783,8.930335e-7,0.00006796983,0.000006277118,0.00005059518,0.009145505,0.00015796717,0.0009395097],"study_design_scores_gemma":[0.0011702721,0.00020175763,0.98316354,0.00010171309,0.0005631859,0.000040737796,0.0006734193,0.00063483,0.00023388553,0.006021812,0.0068090786,0.00038579266],"about_ca_topic_score_codex":0.046920802,"about_ca_topic_score_gemma":0.122600034,"teacher_disagreement_score":0.075679235,"about_ca_system_score_codex":0.00031143217,"about_ca_system_score_gemma":0.0001893505,"threshold_uncertainty_score":0.9594258},"labels":[],"label_agreement":null},{"id":"W3122436092","doi":"","title":"Estimating a Collective Household Model with Survey Data on Financial Satisfaction","year":2006,"lang":"en","type":"article","venue":"Social and Economic Dimensions of an Aging Population Research Papers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Household income; Scale (ratio); Panel survey; Panel data; Economics; Survey data collection; Demographic economics; Econometrics; Geography; Sociology; Statistics","score_opus":0.09425933112444042,"score_gpt":0.32255219308572686,"score_spread":0.22829286196128645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122436092","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":[0.99836,0.0000050633644,0.000015420828,0.00009690933,0.00006586336,0.00022487246,0.000061071674,0.00004115257,0.0011296448],"genre_scores_gemma":[0.997798,0.0000018009014,0.00092099,0.00008430203,0.00033725117,0.000008337966,0.00064256624,0.000023499826,0.00018324077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986118,0.00006242276,0.0003098093,0.0004453674,0.00029097596,0.00027962553],"domain_scores_gemma":[0.999262,0.000101250334,0.00021415608,0.0002666377,0.00013788759,0.000018116853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012177273,0.00014145063,0.00024229633,0.0003984918,0.0009706345,0.00017340289,0.0001564045,0.000064991524,0.00002468011],"category_scores_gemma":[0.00016132524,0.00012303739,0.000032870557,0.00036691572,0.00011567979,0.001007899,0.00017213063,0.00016300843,0.000007724978],"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":[0.00019762927,0.00006760338,0.92186934,0.000034149478,0.000012181359,0.0000016199468,0.000099582605,0.06972859,0.00014075196,0.0043742866,0.0017029515,0.0017713227],"study_design_scores_gemma":[0.00030265242,0.000019754292,0.7299355,0.00003338207,0.000019798725,1.6377655e-7,0.0000618305,0.2675309,0.00000351842,0.0019128278,0.000052282725,0.00012739762],"about_ca_topic_score_codex":0.0550134,"about_ca_topic_score_gemma":0.031335343,"teacher_disagreement_score":0.1978023,"about_ca_system_score_codex":0.00012216944,"about_ca_system_score_gemma":0.000093005765,"threshold_uncertainty_score":0.9863403},"labels":[],"label_agreement":null},{"id":"W3122456994","doi":"10.1016/j.jfineco.2019.08.007","title":"Portfolio rebalancing in general equilibrium","year":2019,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":33,"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":"Center for Wireless Communications, University of California, San Diego; National Institute on Aging; Economic and Social Research Council; University of Michigan-Dearborn; University of Windsor; Utah State University; Columbia University; University of Southern California","keywords":"Shock (circulatory); Leverage (statistics); Economics; Portfolio; Monetary economics; Systematic risk; General equilibrium theory; Econometrics; Microeconomics; Financial economics; Internal medicine","score_opus":0.007010671393098229,"score_gpt":0.1954461425531027,"score_spread":0.18843547116000448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122456994","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":[0.9908532,0.000103418526,0.000007946111,0.00016410148,0.0014575484,0.000117606556,0.0000014765652,0.000010431519,0.007284265],"genre_scores_gemma":[0.9945265,0.000054604858,0.00044074404,0.0015247798,0.0028694,0.0000011231381,0.000007421698,0.000027433356,0.00054799946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982649,0.000008656099,0.0010412316,0.000208831,0.000146235,0.0003301313],"domain_scores_gemma":[0.998436,0.000024337021,0.0011059574,0.0002128502,0.00020076345,0.000020098618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080405525,0.00018633202,0.00055931334,0.00068112154,0.00003611855,0.00015357546,0.00033479612,0.00010779804,0.00040040302],"category_scores_gemma":[0.00017649608,0.0001886287,0.00026718716,0.0003999512,0.000022407441,0.001886181,0.0001249152,0.0002565209,0.0002889443],"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":[0.00013297409,0.00005867821,0.97650945,0.00003871772,0.0000062945433,0.00004293878,0.000027308239,0.0034045593,0.0006369245,0.014814703,0.0026970562,0.0016303748],"study_design_scores_gemma":[0.0016536406,0.00005281449,0.8480535,0.00013577033,0.000061806575,0.000018874991,0.000027349464,0.013268849,0.00014462866,0.005960905,0.13019063,0.00043120453],"about_ca_topic_score_codex":0.00022537263,"about_ca_topic_score_gemma":0.00018150714,"teacher_disagreement_score":0.12845595,"about_ca_system_score_codex":0.0001607474,"about_ca_system_score_gemma":0.0001651904,"threshold_uncertainty_score":0.7692056},"labels":[],"label_agreement":null},{"id":"W3122476089","doi":"","title":"What Explains Household Stock Holding","year":2009,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Stock (firearms); Predictive power; Business; Economics; Monetary economics; Financial economics","score_opus":0.033575514703568225,"score_gpt":0.23724779916489833,"score_spread":0.2036722844613301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122476089","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":[0.9767667,0.00016720698,0.00015592657,0.0010849868,0.0005719315,0.00020793726,5.424766e-7,0.00041246065,0.020632328],"genre_scores_gemma":[0.985522,0.000047572812,0.00033897042,0.009515817,0.0011919636,0.0000056546805,0.000032479053,0.00002424314,0.0033213205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853194,0.000006047765,0.0003269508,0.00037168045,0.000381441,0.0003819129],"domain_scores_gemma":[0.999316,0.000018816347,0.00016042715,0.00037354854,0.00011480948,0.000016404589],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027048483,0.000224689,0.0002510939,0.00038182127,0.00025660684,0.0011060238,0.00028460525,0.0000688628,0.0009352256],"category_scores_gemma":[0.00006381323,0.000199857,0.00015964014,0.000802511,0.000021558228,0.005008005,0.00009859897,0.00011074803,0.0005722972],"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":[0.00011818592,0.00059292046,0.5772339,0.00012031876,0.000038418726,0.00013131407,0.0002785497,0.00054101646,0.006983333,0.19597799,0.17227459,0.04570943],"study_design_scores_gemma":[0.0015332258,0.00005842988,0.56308144,0.0003727251,0.00030873282,0.0000036070537,0.0008005451,0.014813473,0.00093481754,0.010653795,0.4058055,0.0016337138],"about_ca_topic_score_codex":0.0001681353,"about_ca_topic_score_gemma":0.00009694349,"teacher_disagreement_score":0.23353091,"about_ca_system_score_codex":0.00003412629,"about_ca_system_score_gemma":0.000008824951,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W3122487929","doi":"","title":"Fund Manager Characteristics and Performance","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Finance; Accounting","score_opus":0.007822367307431277,"score_gpt":0.19858545687683965,"score_spread":0.19076308956940838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122487929","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":[0.9947334,0.0002384148,0.0005331394,0.0002641982,0.0002105337,0.00006654846,2.7413998e-7,0.00003891933,0.003914585],"genre_scores_gemma":[0.9944465,0.0007898834,0.000045130357,0.00075537467,0.0018017744,0.0000022411084,0.000011266318,0.000026451384,0.0021213794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979629,0.000013973273,0.000299989,0.00020894746,0.00026316862,0.0012510138],"domain_scores_gemma":[0.9993863,0.000018046292,0.00027698016,0.00016502658,0.00013685196,0.000016766739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413156,0.0001773704,0.00022262565,0.0002524792,0.00038014355,0.00031353167,0.00020799841,0.00005230169,0.000116177725],"category_scores_gemma":[0.00008069219,0.00015575449,0.000075664946,0.00028484143,0.0000430682,0.0009433124,0.00009723265,0.0006656582,0.0002457003],"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":[0.000050291277,0.000029430686,0.7902766,0.000051746123,0.000028176986,0.0000022155689,0.000015862986,0.0000031584145,0.0000783893,0.15974636,0.00025859138,0.049459193],"study_design_scores_gemma":[0.00082251,0.00009990971,0.8120764,0.00007737819,0.00026129064,0.000063888125,0.00012856758,0.013603144,0.000009412467,0.04760697,0.12472083,0.0005297],"about_ca_topic_score_codex":0.000054492823,"about_ca_topic_score_gemma":0.00015803457,"teacher_disagreement_score":0.12446224,"about_ca_system_score_codex":0.00011222682,"about_ca_system_score_gemma":0.000073066054,"threshold_uncertainty_score":0.6351484},"labels":[],"label_agreement":null},{"id":"W3122555327","doi":"","title":"For a Dollar, Would You...? How (We Think) Money Affects Compliance with Our Requests","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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 Waterloo","funders":"","keywords":"Liberian dollar; Compliance (psychology); Business; Monetary economics; Economics; Psychology; Finance; Social psychology","score_opus":0.020125194621784873,"score_gpt":0.24507640247613785,"score_spread":0.22495120785435296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122555327","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":[0.88857,0.0061859773,0.03220496,0.06816855,0.0010728487,0.0017106156,0.000013200997,0.0004288783,0.0016449854],"genre_scores_gemma":[0.9881964,0.0009455317,0.0005815777,0.0008034158,0.0021773519,0.000026255135,0.0000121188705,0.0000798847,0.0071775094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963864,0.000027488553,0.0002924674,0.00045146642,0.0005476245,0.0022945262],"domain_scores_gemma":[0.99849355,0.00004263913,0.00059953093,0.00035509962,0.00047126407,0.000037890357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441269,0.00036725917,0.0004274327,0.000319915,0.0005004207,0.00044893372,0.0005104083,0.0001644031,0.000026903677],"category_scores_gemma":[0.00023786402,0.00023087942,0.00024250503,0.0005788042,0.000043171363,0.001813502,0.00008435822,0.00089918,0.00010953833],"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":[0.0022779536,0.00046695877,0.3998974,0.0004687922,0.00070640334,0.00008745799,0.00019714773,0.000053453114,0.0086532375,0.48261932,0.041243933,0.06332794],"study_design_scores_gemma":[0.016046725,0.0013661087,0.029797006,0.0031837355,0.001753182,0.0003847201,0.0024537365,0.0026907765,0.0009266363,0.594813,0.34313673,0.0034476526],"about_ca_topic_score_codex":0.00005413875,"about_ca_topic_score_gemma":0.0011837541,"teacher_disagreement_score":0.3701004,"about_ca_system_score_codex":0.00048132622,"about_ca_system_score_gemma":0.00043254078,"threshold_uncertainty_score":0.94149894},"labels":[],"label_agreement":null},{"id":"W3122564976","doi":"","title":"Fair Retirement Under Risky Lifetime","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Postponement; Economics; Welfare; Ex-ante; Consumption (sociology); Compensation (psychology); Retirement age; Labour economics; Pension; Psychology; Sociology; Operations management; Finance","score_opus":0.03115723992983618,"score_gpt":0.28634492295893405,"score_spread":0.2551876830290979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122564976","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":[0.8433148,0.00017215866,0.0000036474855,0.0009952344,0.00090629584,0.0015386161,0.000017370394,0.00016021078,0.15289165],"genre_scores_gemma":[0.9840631,0.0021906449,0.000507104,0.0011492964,0.002533518,0.00047940153,0.00043102587,0.00018625114,0.008459667],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948548,0.00011843142,0.001281721,0.001628394,0.00080475316,0.0013118908],"domain_scores_gemma":[0.99672145,0.00022024008,0.00064768805,0.0017785433,0.0005553203,0.00007676389],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025198027,0.0006514839,0.0009624786,0.0016325162,0.00036844917,0.0011081315,0.001437291,0.0006057825,0.0029308945],"category_scores_gemma":[0.00058106694,0.0006893567,0.00045236712,0.00053373334,0.00032781175,0.0007430309,0.003897875,0.0018724111,0.0013955744],"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":[0.00040372068,0.0012843055,0.79269737,0.0024078707,0.00044783627,0.00015305313,0.00035058672,0.028729424,0.00039260116,0.03306276,0.020571593,0.119498886],"study_design_scores_gemma":[0.002323961,0.00007784481,0.3660881,0.0016343684,0.00024863082,0.0000024924539,0.00094023126,0.14064683,0.00009792436,0.0523158,0.43222502,0.0033988096],"about_ca_topic_score_codex":0.0026671551,"about_ca_topic_score_gemma":0.0010929557,"teacher_disagreement_score":0.42660928,"about_ca_system_score_codex":0.0010302971,"about_ca_system_score_gemma":0.00028598803,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W3122633051","doi":"","title":"Household Debt, Macroprudential Rules, and Monetary Policy","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Economics; Household debt; Monetary policy; Monetary economics; Dynamic stochastic general equilibrium; Volatility (finance); Debt; Welfare; Small open economy; Inflation (cosmology); Macroeconomics; Finance","score_opus":0.03079612790705356,"score_gpt":0.29255484936787,"score_spread":0.26175872146081647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122633051","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":[0.9395322,0.00035068498,7.5230537e-7,0.0004822452,0.0004415651,0.0006194569,0.0000576635,0.00007652394,0.058438905],"genre_scores_gemma":[0.9858036,0.006538474,0.00026651536,0.00040529724,0.0036650847,0.00009445379,0.00035731657,0.00012400092,0.002745246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651647,0.00006079379,0.0007469426,0.0012354074,0.00047503304,0.0009653443],"domain_scores_gemma":[0.9975216,0.0001025774,0.0005412084,0.0015870468,0.00018343549,0.00006416929],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016256901,0.0004837178,0.0007783452,0.0017379737,0.0006028194,0.0016899327,0.0013086012,0.00046930308,0.00014762624],"category_scores_gemma":[0.00069189986,0.00053256605,0.00026685392,0.00018228957,0.00044562016,0.00074250705,0.004499676,0.0013476468,0.00008643747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022502351,0.00022159281,0.83340186,0.00095325726,0.00013020329,0.00024130542,0.00010171285,0.0015373975,0.00011730067,0.0058365753,0.0015115773,0.1557222],"study_design_scores_gemma":[0.0015854338,0.000027693593,0.77627236,0.00078538206,0.00014960358,0.000009543651,0.00011371138,0.027245287,0.000041637948,0.025828514,0.16628586,0.0016549893],"about_ca_topic_score_codex":0.009295546,"about_ca_topic_score_gemma":0.002971855,"teacher_disagreement_score":0.16477428,"about_ca_system_score_codex":0.00040194465,"about_ca_system_score_gemma":0.00030275006,"threshold_uncertainty_score":0.9997126},"labels":[],"label_agreement":null},{"id":"W3122634326","doi":"10.3386/w20073","title":"The Wealthy Hand-to-Mouth","year":2014,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Business; Political science; Economics","score_opus":0.16209685973944818,"score_gpt":0.4355918759785126,"score_spread":0.27349501623906447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122634326","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":[0.6812108,0.00009257487,0.000022081953,0.00858764,0.00043536385,0.0005523819,0.0000048818897,0.000032176038,0.30906206],"genre_scores_gemma":[0.9955054,0.000009149124,0.00008027968,0.00050771836,0.0013988966,0.00003131517,0.00004077727,0.000014915571,0.0024115436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982977,0.000045059736,0.00038087915,0.00026865426,0.0006777754,0.0003299385],"domain_scores_gemma":[0.9980881,0.00056734093,0.00014779916,0.0002519082,0.00092498877,0.00001981539],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045682276,0.000095603624,0.00016893132,0.0005520359,0.00059356925,0.0003368091,0.0005144154,0.000050278002,0.0003140242],"category_scores_gemma":[0.0014812656,0.00007466462,0.000089991874,0.00045774132,0.00016053906,0.0003750316,0.00023173307,0.00016071253,0.0023760477],"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":[0.00007005646,0.000023551464,0.022256402,0.000021734895,0.000010712922,1.819187e-7,0.000025130186,0.00027162593,0.00024220544,0.9429607,0.032108326,0.0020094085],"study_design_scores_gemma":[0.0006572492,0.00003528606,0.055547845,0.00004108218,0.000016179069,3.6729375e-7,0.000077869605,0.023158798,0.00029933805,0.57649094,0.34344667,0.00022838685],"about_ca_topic_score_codex":0.0013757114,"about_ca_topic_score_gemma":0.0007646588,"teacher_disagreement_score":0.36646974,"about_ca_system_score_codex":0.00014268688,"about_ca_system_score_gemma":0.000104228275,"threshold_uncertainty_score":0.9984007},"labels":[],"label_agreement":null},{"id":"W3122634354","doi":"","title":"Household Finance over the Life-Cycle: What does Education Contribute?","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Economics; Educational attainment; Stock market; Stock (firearms); Portfolio; Household income; Labour economics; Demographic economics; Finance; Economic growth","score_opus":0.017616529680991748,"score_gpt":0.2722484343869665,"score_spread":0.25463190470597474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122634354","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":[0.98348314,0.00082679454,0.000002000738,0.0016681144,0.0022106676,0.0010940895,0.000019915617,0.00007318017,0.010622116],"genre_scores_gemma":[0.9809333,0.010370046,0.000062518535,0.0026090979,0.0033282265,0.00036111465,0.00025744666,0.00009421096,0.0019840566],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656737,0.00012994501,0.00087445555,0.0010936768,0.0005004074,0.00083412713],"domain_scores_gemma":[0.9968121,0.00042722293,0.0006703909,0.0016622557,0.0003890256,0.000038994607],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028960109,0.0004443025,0.0006828685,0.0007255484,0.0004482837,0.0020971086,0.0013412194,0.00039764043,0.00027727138],"category_scores_gemma":[0.0013861438,0.00033921108,0.00031469675,0.00040939645,0.00029523007,0.0012526711,0.0018877188,0.0013789551,0.00009588744],"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":[0.00035987466,0.0008803779,0.534886,0.0015405758,0.00021725343,0.000022201873,0.0003946072,0.033932857,0.000046871017,0.0263722,0.0123426495,0.3890045],"study_design_scores_gemma":[0.00074936426,0.000014652685,0.3075248,0.0012139791,0.00011600919,8.8838885e-7,0.00059010886,0.0516659,0.000016263337,0.01602893,0.6210973,0.0009818152],"about_ca_topic_score_codex":0.0010809266,"about_ca_topic_score_gemma":0.0016769381,"teacher_disagreement_score":0.60875463,"about_ca_system_score_codex":0.0004226936,"about_ca_system_score_gemma":0.0005488303,"threshold_uncertainty_score":0.999906},"labels":[],"label_agreement":null},{"id":"W3122653224","doi":"","title":"International Risk Sharing with Endogenously Segmented Asset Markets","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Asset (computer security); Consumption (sociology); Economics; Capital asset pricing model; Basis risk; Monetary economics; Systematic risk; Aggregate (composite); Marginal utility; Business; Microeconomics; Econometrics","score_opus":0.03205054673637905,"score_gpt":0.26823647968506326,"score_spread":0.2361859329486842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122653224","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":[0.7613246,0.00003514213,0.0000049927585,0.00007142188,0.0004904636,0.00065059256,0.000036987192,0.00008130853,0.23730454],"genre_scores_gemma":[0.9916894,0.0022983314,0.00096495124,0.00019159909,0.0012698141,0.00022673252,0.0006450747,0.0001336803,0.0025804164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963549,0.00007116985,0.00080413383,0.0013526333,0.00058383954,0.0008333379],"domain_scores_gemma":[0.99749184,0.0001387481,0.0007031697,0.0011464846,0.00047351568,0.0000462159],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025897876,0.00046789902,0.0006112292,0.0015346676,0.00028844865,0.0007505891,0.001553096,0.00030209415,0.001670372],"category_scores_gemma":[0.0004853354,0.00046686368,0.00023806177,0.0003474493,0.00018034597,0.0006824534,0.003218086,0.0015288488,0.00014041491],"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":[0.00044484323,0.00022622183,0.9714324,0.00020131943,0.0002072537,0.00010826058,0.00012581183,0.0011514693,0.000047581867,0.00084098015,0.0002513521,0.024962518],"study_design_scores_gemma":[0.0028800198,0.000069279085,0.73632294,0.0013674431,0.00028638137,0.000012552064,0.00056307256,0.10055282,0.000104472485,0.006977564,0.1486935,0.0021699565],"about_ca_topic_score_codex":0.0027383103,"about_ca_topic_score_gemma":0.0021593978,"teacher_disagreement_score":0.23510945,"about_ca_system_score_codex":0.00065646635,"about_ca_system_score_gemma":0.00016644922,"threshold_uncertainty_score":0.99977833},"labels":[],"label_agreement":null},{"id":"W3122674535","doi":"10.1016/j.jpubeco.2020.104353","title":"Housing liquidity and long-term care insurance demand: A quantitative evaluation","year":2021,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université Laval; HEC Montréal","funders":"European Commission; Compute Canada","keywords":"Bequest; Market liquidity; Long-term care insurance; Economics; Order (exchange); Term (time); Long-term care; Monetary economics; Actuarial science; Business; Finance; Medicine","score_opus":0.04857241871524752,"score_gpt":0.2821374140949782,"score_spread":0.2335649953797307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122674535","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":[0.9962493,0.0021367143,0.00025932214,0.0004539301,0.00042467003,0.000082673854,0.000002895125,0.000008297972,0.00038218903],"genre_scores_gemma":[0.9979381,0.00032295432,0.0005964243,0.00040188208,0.0006767765,0.000001641224,0.000029760495,0.000015142304,0.0000173476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988858,0.000045157583,0.00054495933,0.0001806787,0.00017644778,0.00016691793],"domain_scores_gemma":[0.9972456,0.000053888434,0.0009055516,0.00013934575,0.0016323056,0.000023280247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230794,0.00012568722,0.00030798864,0.0003013173,0.00015657845,0.00058674713,0.00012878921,0.000056959736,0.00012536398],"category_scores_gemma":[0.0006077354,0.00012528045,0.00012892648,0.00025861946,0.000040728304,0.0027365577,0.00010637054,0.00013236185,0.000012429543],"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":[0.000024767383,0.000039457995,0.99057573,0.0000894673,0.000037841724,0.000015928521,0.00016769,0.00036121174,0.00008675364,0.0026743694,0.00014040236,0.0057864073],"study_design_scores_gemma":[0.00091463124,0.000024969208,0.98708886,0.00010960345,0.00019298856,0.000015203885,0.0004777114,0.007654861,0.00008268937,0.0013013994,0.0019387587,0.00019835285],"about_ca_topic_score_codex":0.000024954234,"about_ca_topic_score_gemma":0.00060342345,"teacher_disagreement_score":0.0072936495,"about_ca_system_score_codex":0.00014033068,"about_ca_system_score_gemma":0.00019115671,"threshold_uncertainty_score":0.5658016},"labels":[],"label_agreement":null},{"id":"W3122693342","doi":"","title":"How Much Did the 2009 Fiscal Stimulus Boost Spending? Evidence from a Household Survey","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marginal propensity to consume; Economics; Consumer Expenditure Survey; Consumer spending; Quarter (Canadian coin); Payment; Stimulus (psychology); Aggregate expenditure; Consumer expenditure; Demographic economics; Monetary economics; Agricultural economics; Public economics; Macroeconomics; Finance; Recession; Geography","score_opus":0.07791795495081401,"score_gpt":0.3012735640304034,"score_spread":0.2233556090795894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122693342","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":[0.98955727,0.00068813516,0.0000058507994,0.0016769263,0.00067189283,0.001151225,0.00017089273,0.000104352664,0.0059734443],"genre_scores_gemma":[0.9908014,0.00349672,0.0001994351,0.00053528533,0.0021412524,0.000096161755,0.0005656452,0.00010962865,0.0020544862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947549,0.0003866517,0.0009697461,0.0017247219,0.00091055845,0.001253414],"domain_scores_gemma":[0.9952226,0.0015579485,0.00068654894,0.0021511845,0.00031180904,0.00006988938],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0059508993,0.0006660226,0.0010013161,0.0009491626,0.0005397296,0.0029636994,0.0024192263,0.00050995953,0.00030716183],"category_scores_gemma":[0.0040650973,0.0005789206,0.00042752316,0.00071496575,0.00036683466,0.001161724,0.0030908815,0.0023001018,0.000103560116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003217064,0.00018550713,0.9647275,0.00014429135,0.00007798288,0.0000949857,0.000110636334,0.004244474,0.000085432526,0.00026116025,0.0041764826,0.025569791],"study_design_scores_gemma":[0.00046827106,0.00002655339,0.94610626,0.0008278901,0.00007929524,0.0000010486386,0.00015956095,0.028309846,0.000033665103,0.0034572429,0.01971104,0.00081934663],"about_ca_topic_score_codex":0.009816698,"about_ca_topic_score_gemma":0.015723184,"teacher_disagreement_score":0.024750443,"about_ca_system_score_codex":0.0007048798,"about_ca_system_score_gemma":0.00022062086,"threshold_uncertainty_score":0.9996662},"labels":[],"label_agreement":null},{"id":"W3122708074","doi":"","title":"Framed! The Failure of Traditional Agency Cost Explanations for Executive Pay Practices","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Executive compensation; Agency (philosophy); Agency cost; Business; Executive summary; Accounting; Public economics; Actuarial science; Economics; Finance; Corporate governance; Sociology","score_opus":0.028533317252831297,"score_gpt":0.25978665647930305,"score_spread":0.23125333922647176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122708074","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":[0.85413605,0.0017369725,0.06317814,0.071879156,0.0014576578,0.0023035912,0.00012780992,0.00012925852,0.0050513726],"genre_scores_gemma":[0.99608076,0.00034567484,0.00017784754,0.0003481948,0.0016238695,0.00004691706,0.000033523032,0.000020050687,0.0013231501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816716,0.000029315597,0.0003812716,0.00018306302,0.0003933843,0.00084582536],"domain_scores_gemma":[0.99783725,0.00035710033,0.0011393132,0.00015866972,0.00049589743,0.000011789717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014697377,0.00014597988,0.00018027054,0.00021210962,0.00045483504,0.00011195668,0.0003560545,0.000057633817,0.00030244715],"category_scores_gemma":[0.0009798732,0.00007350029,0.00021102006,0.00036493439,0.00007756245,0.0014285891,0.000032982196,0.00042879302,0.000043699303],"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":[0.000116246425,0.00015482312,0.033978775,0.000021775062,0.00015339266,0.0000014731095,0.00012515302,0.0000074375876,0.0010285814,0.94288427,0.011022691,0.010505415],"study_design_scores_gemma":[0.0013767026,0.000104260514,0.025699029,0.00011430397,0.0004780876,0.000031444484,0.0014000952,0.00027416524,0.0001333051,0.73149574,0.23857741,0.00031547053],"about_ca_topic_score_codex":0.00009576916,"about_ca_topic_score_gemma":0.0014532304,"teacher_disagreement_score":0.22755471,"about_ca_system_score_codex":0.00019461117,"about_ca_system_score_gemma":0.0004851807,"threshold_uncertainty_score":0.34982693},"labels":[],"label_agreement":null},{"id":"W3122708230","doi":"10.1111/j.1539-6975.2011.01439.x","title":"<scp>The Impact of Scale, Complexity, and Service Quality on the Administrative Costs of Pension Funds: A Cross‐Country Comparison</scp>","year":2011,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"De Nederlandsche Bank; Network for Studies on Pensions, Aging and Retirement","keywords":"Pension; Business; Scale (ratio); Service (business); Quality (philosophy); Economies of scale; Finance; Geography; Marketing","score_opus":0.09089362649906733,"score_gpt":0.3395231476904534,"score_spread":0.24862952119138604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122708230","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":[0.99762326,0.00035930067,0.000020393798,0.00010014646,0.00012979511,0.0001955522,0.000060456045,0.0000076132455,0.0015034851],"genre_scores_gemma":[0.9992172,0.00009217689,0.00014042601,0.00030105037,0.00021271096,0.000001635547,0.000005333281,0.000015343097,0.000014101066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976132,0.0001659991,0.0011373908,0.00018539792,0.0006695463,0.00022847514],"domain_scores_gemma":[0.9937915,0.0006991737,0.003574879,0.00037634512,0.0015306189,0.000027490765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020514438,0.00024043141,0.00066792365,0.00016082692,0.00029142623,0.00012732064,0.0005175692,0.000075248674,0.000054487486],"category_scores_gemma":[0.00087979325,0.00013316007,0.00029033626,0.00081537536,0.0003829199,0.000711785,0.00014143185,0.0004204887,0.000011667018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040148085,0.00028710408,0.9921141,0.00008033812,0.00007354316,0.0000032082312,0.0009973699,0.00008504919,0.000345573,0.004587223,0.00080447213,0.00022050166],"study_design_scores_gemma":[0.0006382809,0.00012247846,0.9939131,0.00030199502,0.000121079225,0.0000054003044,0.00064191734,0.0008782656,0.00038428194,0.0026078178,0.0003084529,0.000076943455],"about_ca_topic_score_codex":0.007754805,"about_ca_topic_score_gemma":0.0018526522,"teacher_disagreement_score":0.005902153,"about_ca_system_score_codex":0.000051191644,"about_ca_system_score_gemma":0.00006273246,"threshold_uncertainty_score":0.99885267},"labels":[],"label_agreement":null},{"id":"W3122738717","doi":"10.2139/ssrn.2496877","title":"Optimal Redistributive Pensions and the Cost of Self-Control","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Economics; Control (management); Microeconomics; Public economics","score_opus":0.0037168750841045117,"score_gpt":0.1939823027353258,"score_spread":0.19026542765122129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122738717","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":[0.98707384,0.00090669014,0.0071322746,0.0020787905,0.00019347484,0.00038694325,0.0000035677206,0.00004657453,0.0021778173],"genre_scores_gemma":[0.99830544,0.00027891697,0.00006362374,0.00039667907,0.00076998817,0.0000059552594,0.000009179962,0.00001529388,0.00015493596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981001,0.000060950424,0.00037490655,0.00017653042,0.0003091675,0.0009783406],"domain_scores_gemma":[0.9988774,0.00013442467,0.00045123996,0.00018129805,0.00034082943,0.000014821286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030595202,0.00015871266,0.00032443574,0.00014146691,0.00041710222,0.00012988693,0.00025404413,0.000050958708,0.000049634822],"category_scores_gemma":[0.00042620092,0.00010398418,0.00016677762,0.0003327073,0.00013725141,0.0004366438,0.00008564402,0.0006943555,0.000030012829],"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":[0.00039338483,0.00007303745,0.07579299,0.000017648652,0.00014334032,0.0000016464667,0.000073605144,0.00016658129,0.00011256545,0.9200518,0.000609888,0.0025634961],"study_design_scores_gemma":[0.030919153,0.000399218,0.1906839,0.0002551942,0.0045528314,0.00027004094,0.002957624,0.16386779,0.00011055592,0.5036024,0.10089903,0.0014822691],"about_ca_topic_score_codex":0.00022032173,"about_ca_topic_score_gemma":0.00033211723,"teacher_disagreement_score":0.41644943,"about_ca_system_score_codex":0.000113784445,"about_ca_system_score_gemma":0.00017870647,"threshold_uncertainty_score":0.4240352},"labels":[],"label_agreement":null},{"id":"W3122755369","doi":"10.20381/ruor-24564","title":"Tax-Free Savings Accounts: Who uses them and how?","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxable income; Microdata (statistics); Savings account; Economics; Deferred tax; Labour economics; Annuity; Monetary economics; Business; State income tax; Finance; Public economics; Accounting; Tax reform; Gross income; Pension","score_opus":0.03714948019497701,"score_gpt":0.2762477614940693,"score_spread":0.2390982812990923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122755369","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":[0.9362121,0.00013429821,0.0000010908625,0.0011138464,0.00045134063,0.00069415575,0.00004803625,0.00008385404,0.061261237],"genre_scores_gemma":[0.98281944,0.0046360316,0.0005762012,0.00090476056,0.0033314358,0.00018359373,0.00017720864,0.00017320047,0.0071981577],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637836,0.00007432024,0.0006183729,0.0013931263,0.0005634433,0.0009723694],"domain_scores_gemma":[0.9967989,0.00027616348,0.0005356461,0.0017772826,0.0005597003,0.0000523521],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002565588,0.00053705025,0.0008491511,0.0010636908,0.00040396256,0.0018484644,0.0015709724,0.00048814534,0.00060371915],"category_scores_gemma":[0.0020717017,0.00055131473,0.00023967479,0.00041698632,0.0005795411,0.0011585142,0.0059877695,0.0011591349,0.00012967536],"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":[0.00015207505,0.0001361519,0.9499116,0.00086428615,0.00009960706,0.00004415764,0.00019362525,0.00007745439,0.00006555958,0.0030393412,0.014147029,0.031269122],"study_design_scores_gemma":[0.0017308213,0.000046869587,0.35153505,0.0016589863,0.00016748282,0.0000061606074,0.00080493913,0.01816557,0.0000745548,0.028328735,0.5954966,0.0019842435],"about_ca_topic_score_codex":0.0009767904,"about_ca_topic_score_gemma":0.0018823127,"teacher_disagreement_score":0.5983766,"about_ca_system_score_codex":0.00040975274,"about_ca_system_score_gemma":0.0001756037,"threshold_uncertainty_score":0.9996938},"labels":[],"label_agreement":null},{"id":"W3122774497","doi":"","title":"The Welfare Economics of Default Options in 401(K) Plans","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Economics; Default; Scope (computer science); Welfare; Ambiguity; Normative; Procrastination; Perspective (graphical); Actuarial science; Public economics; Microeconomics; Finance; Psychology; Computer science","score_opus":0.012064568946633852,"score_gpt":0.19890496272087999,"score_spread":0.18684039377424613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122774497","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":[0.9932312,0.0005577567,0.000100702455,0.00051860383,0.00019468347,0.00010779857,0.000001710674,0.000015490044,0.0052720634],"genre_scores_gemma":[0.9978415,0.0013500125,0.000052932548,0.00008595791,0.00029164026,0.000004581506,0.000007349304,0.000017653334,0.0003484032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998252,0.000017346709,0.00045371952,0.00014414442,0.0001270527,0.0010057407],"domain_scores_gemma":[0.9992779,0.0000212374,0.00036716615,0.00019624883,0.00012827014,0.000009161541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00134669,0.00012831902,0.00018038235,0.0002596794,0.00034578398,0.00008357849,0.0003992009,0.000051852257,0.00012563412],"category_scores_gemma":[0.00007617405,0.00009732819,0.00014124127,0.00034820594,0.000052492913,0.00058548705,0.00007290655,0.00060132466,0.000058016318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006160925,0.000055620967,0.20565537,0.000006632447,0.000030458848,0.0000017964535,0.00006556382,0.000059668568,0.000015928663,0.79085094,0.000061418024,0.0031349913],"study_design_scores_gemma":[0.0012047387,0.00007487088,0.38147286,0.000058016794,0.00020547808,0.000034502216,0.0033500122,0.0023970674,0.000033428736,0.5673683,0.043363683,0.00043702495],"about_ca_topic_score_codex":0.0012227817,"about_ca_topic_score_gemma":0.029281477,"teacher_disagreement_score":0.22348264,"about_ca_system_score_codex":0.00020884397,"about_ca_system_score_gemma":0.00020392107,"threshold_uncertainty_score":0.98843163},"labels":[],"label_agreement":null},{"id":"W3122825681","doi":"10.1515/1935-1682.2911","title":"The Effect of Education on Equity Holdings","year":2012,"lang":"en","type":"article","venue":"The B E Journal of Economic Analysis & Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"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":"Respondent; Equity (law); Demographic economics; Panel Study of Income Dynamics; Panel data; Economics; Labour economics; Fixed effects model; Business; Econometrics; Political science","score_opus":0.013544418033106395,"score_gpt":0.30343806386448385,"score_spread":0.28989364583137744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122825681","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":[0.99338275,0.0004796523,0.000012540122,0.0009705391,0.00027349824,0.00008827879,9.0353376e-7,0.000005200927,0.0047866525],"genre_scores_gemma":[0.99579155,0.00011829744,0.000009132972,0.0005408426,0.0031723147,0.0000021246153,0.0000041964836,0.000012903624,0.00034864692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860215,0.00008268062,0.0007251793,0.000087544686,0.00022164105,0.00028080272],"domain_scores_gemma":[0.9972943,0.00033982654,0.001806645,0.00039495376,0.0001388123,0.000025470885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036872267,0.00016394752,0.00047076104,0.0008446844,0.00027601115,0.00012684744,0.00062165037,0.000040022176,0.00016725945],"category_scores_gemma":[0.00038231356,0.00008808287,0.0006128839,0.0008686019,0.00009478639,0.00077286025,0.00015247738,0.00015136677,0.00016490712],"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":[0.00035377603,0.00010267856,0.92505956,0.000036782993,0.0009912013,2.0591055e-7,0.00027491237,0.00238643,0.0003111127,0.052334942,0.007597312,0.010551082],"study_design_scores_gemma":[0.0010122044,0.00020345722,0.9170843,0.000110172325,0.016084053,0.0000074152726,0.00051802414,0.00543514,0.0017520965,0.0072760778,0.050009385,0.0005077053],"about_ca_topic_score_codex":0.0020032364,"about_ca_topic_score_gemma":0.00012548883,"teacher_disagreement_score":0.04505886,"about_ca_system_score_codex":0.0001891481,"about_ca_system_score_gemma":0.000082457955,"threshold_uncertainty_score":0.3591915},"labels":[],"label_agreement":null},{"id":"W3122840453","doi":"","title":"Post-Secondary Attendance by Parental Income in the U.S. And Canada: What Role for Financial Aid Policy?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Government of Canada","funders":"","keywords":"Attendance; Demographic economics; Residence; Survey data collection; National Longitudinal Surveys; Economics; Household income; Family income; Economic growth; Geography","score_opus":0.005234386213019615,"score_gpt":0.19290461764636102,"score_spread":0.1876702314333414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122840453","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":[0.9936589,0.0042435126,0.000026549089,0.0012712835,0.00019426153,0.00023566099,0.000012462344,0.00001048332,0.00034688416],"genre_scores_gemma":[0.99490833,0.0006830973,0.000020563948,0.0032660225,0.0008560671,0.000018454153,0.000040423027,0.000022308222,0.0001847165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976785,0.000024474035,0.00036916032,0.00024141667,0.00029206954,0.0013943333],"domain_scores_gemma":[0.9993989,0.000033175253,0.00026387183,0.00015186105,0.00013417604,0.000018005449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010573358,0.00020672845,0.00023905125,0.00021733799,0.00037728177,0.0002581547,0.0004104271,0.000059649843,0.00005060247],"category_scores_gemma":[0.00013318523,0.00016095345,0.00009494933,0.00032043998,0.000050646624,0.0016342956,0.00008154357,0.0007319622,0.0000065806344],"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":[0.0003840246,0.0001481679,0.85227937,0.00006539491,0.0000464042,0.000017587066,0.0004958697,0.0000018319545,0.00036557336,0.116233766,0.0027944227,0.02716756],"study_design_scores_gemma":[0.0032302048,0.00024098593,0.7261585,0.00015919487,0.000196912,0.00013324422,0.007858779,0.00035730907,0.000097868426,0.18369833,0.076950856,0.0009178004],"about_ca_topic_score_codex":0.42805132,"about_ca_topic_score_gemma":0.90213764,"teacher_disagreement_score":0.4740863,"about_ca_system_score_codex":0.00044533296,"about_ca_system_score_gemma":0.001887402,"threshold_uncertainty_score":0.6563491},"labels":[],"label_agreement":null},{"id":"W3122841780","doi":"10.2139/ssrn.3339657","title":"Do Financial Gurus Produce Reliable Forecasts?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Royal Society of Canada","funders":"","keywords":"Econometrics; Business; Economics","score_opus":0.009356992289568941,"score_gpt":0.22130922862609131,"score_spread":0.21195223633652238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122841780","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":[0.9852218,0.0010016368,0.000479421,0.0007554609,0.0011136188,0.00024934823,9.152528e-7,0.00010783981,0.011069954],"genre_scores_gemma":[0.9828442,0.00024952233,0.00017889708,0.0009480946,0.010809968,0.000008656404,0.000012735291,0.00005181809,0.004896161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99589825,0.000016831933,0.0005190565,0.00045469202,0.0005577287,0.002553444],"domain_scores_gemma":[0.9984289,0.000014077463,0.00046448983,0.00038149641,0.0006856529,0.000025399653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002285529,0.00029220563,0.000323529,0.00043256494,0.0007946296,0.00044968067,0.0005433585,0.00011066009,0.00066464767],"category_scores_gemma":[0.00047687403,0.0002578471,0.00022483418,0.00110393,0.00010265264,0.0015189968,0.00016363831,0.0010615451,0.0015169268],"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":[0.00047564445,0.00028540677,0.29566622,0.000063063155,0.00009264547,0.000028232167,0.00013904502,0.000026779473,0.00084998796,0.6144883,0.040302664,0.047582015],"study_design_scores_gemma":[0.0014783095,0.0002828189,0.023262998,0.00013998899,0.00031889015,0.000113051276,0.00026017267,0.0013681188,0.00026829168,0.50211346,0.46952167,0.0008722233],"about_ca_topic_score_codex":0.00039924818,"about_ca_topic_score_gemma":0.0018545568,"teacher_disagreement_score":0.429219,"about_ca_system_score_codex":0.00042837273,"about_ca_system_score_gemma":0.0008197199,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W3122863622","doi":"","title":"The Effect of Education on Equity Holdings","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Respondent; Equity (law); Demographic economics; Panel data; Panel Study of Income Dynamics; Labour economics; Fixed effects model; Economics; Business; Econometrics; Political science","score_opus":0.022373094871688256,"score_gpt":0.3259429832251231,"score_spread":0.30356988835343485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122863622","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":[0.91228956,0.00007340456,1.1818544e-7,0.0002471287,0.0010514816,0.00075115374,0.000004330801,0.000024202443,0.08555862],"genre_scores_gemma":[0.9962738,0.0008371887,0.000034686953,0.00012188776,0.0011198996,0.00018380373,0.0000857418,0.00004811181,0.0012948809],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976205,0.000094688774,0.0006385379,0.00065943174,0.00044889003,0.00053790375],"domain_scores_gemma":[0.9972844,0.00070226134,0.00054205034,0.0011670819,0.00028044882,0.000023772602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004839772,0.00029283788,0.0004962454,0.00072499376,0.00033291406,0.00048050392,0.0010913083,0.00033749672,0.00011303752],"category_scores_gemma":[0.002092296,0.00023169165,0.00026924053,0.00030054516,0.00028411433,0.0002443833,0.0020964234,0.0015804279,0.000060925267],"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":[0.00053203414,0.00021970709,0.38489357,0.0011114978,0.00005775001,0.0000044470044,0.00006914348,0.001041755,0.00070378016,0.013888076,0.0012052385,0.596273],"study_design_scores_gemma":[0.0021966049,0.00038276016,0.47131377,0.0026635402,0.00028243198,0.0000019702456,0.00037822887,0.036132906,0.0035880536,0.033720408,0.44725755,0.0020817774],"about_ca_topic_score_codex":0.0007243157,"about_ca_topic_score_gemma":0.00082036917,"teacher_disagreement_score":0.59419125,"about_ca_system_score_codex":0.00033436925,"about_ca_system_score_gemma":0.00024885157,"threshold_uncertainty_score":0.94481117},"labels":[],"label_agreement":null},{"id":"W3122892776","doi":"10.1093/rof/rfq030","title":"Trust and the Choice Between Housing and Financial Assets: Evidence from Spanish Households","year":2011,"lang":"en","type":"article","venue":"European Finance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Portfolio; Real estate; Survey data collection; Business; Social trust; Finance; Stock (firearms); Affect (linguistics); Stock market; Economics; Actuarial science; Social capital","score_opus":0.059472432201837726,"score_gpt":0.24079901711753626,"score_spread":0.18132658491569853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122892776","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":[0.83418715,0.16032529,0.00008408075,0.00050211593,0.00017720615,0.0006524182,0.00000989729,0.00011867461,0.00394315],"genre_scores_gemma":[0.88556015,0.10728082,0.00070465176,0.0046425993,0.0015457304,0.000015611402,0.0000214662,0.00007243254,0.00015653949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801624,0.0001607202,0.0006259226,0.00058597676,0.00028135965,0.00032981217],"domain_scores_gemma":[0.9985511,0.00018469393,0.0005599031,0.00056188495,0.00012254735,0.000019895568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739456,0.00032813047,0.0006780425,0.00006403876,0.00038776046,0.00025744922,0.00046513305,0.000041744133,0.000117043535],"category_scores_gemma":[0.0014139995,0.00023781498,0.0001443581,0.00060926826,0.0002587507,0.0013044178,0.0005090189,0.00023863843,0.00025461463],"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":[0.00003540705,0.0000254824,0.91306883,0.0011868869,0.00001556396,0.000042920667,0.00015836617,2.7706923e-7,0.000011050838,0.0018960222,0.006016359,0.07754284],"study_design_scores_gemma":[0.00039793464,0.000008503211,0.77463794,0.005476014,0.0004535168,0.0000010144419,0.0000031159584,0.000034120636,0.0000034068867,0.00030761433,0.21839559,0.00028122382],"about_ca_topic_score_codex":0.0012174657,"about_ca_topic_score_gemma":0.0001001112,"teacher_disagreement_score":0.21237923,"about_ca_system_score_codex":0.000016404541,"about_ca_system_score_gemma":0.000018938492,"threshold_uncertainty_score":0.96978134},"labels":[],"label_agreement":null},{"id":"W3122900349","doi":"10.24926/265535.1534","title":"The Perfect Storm of Retirement Insecurity: Fixing the Three-Legged Stool of Social Security, Pensions, and Personal Savings","year":2007,"lang":"en","type":"article","venue":"Minnesota law review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; Boom; Baby boom; Social security; Work (physics); Political science; Economics; Demographic economics; Sociology; Demography; Geography; Meteorology; Engineering; Law","score_opus":0.016269173963410894,"score_gpt":0.24875204752418387,"score_spread":0.23248287356077296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122900349","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":[0.94651955,0.04731073,0.000004647531,0.0027389915,0.00017051658,0.0008977014,0.000007218839,0.000029122586,0.00232153],"genre_scores_gemma":[0.994018,0.0036318796,0.000029747067,0.00179742,0.000408449,0.000018033643,0.000023131508,0.000026935868,0.000046379555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975356,0.00006870147,0.0008983278,0.00034131872,0.0007722488,0.00038381637],"domain_scores_gemma":[0.9980324,0.00025987442,0.00082568155,0.00038205629,0.00048200868,0.000017985074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041277413,0.00028365472,0.0006456204,0.000085497195,0.00092526764,0.00010328112,0.00042636384,0.0000753496,0.00031669808],"category_scores_gemma":[0.00029606526,0.00017548053,0.00033224194,0.00059558876,0.00042626724,0.0004156811,0.00045029973,0.0002482341,0.00002422313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003576546,0.0005018386,0.40103826,0.020587599,0.00028720967,0.000035309487,0.0029552784,3.5277642e-7,0.002024723,0.49793383,0.033192776,0.041085172],"study_design_scores_gemma":[0.0006444117,0.00005477654,0.18955395,0.00356503,0.0013608572,0.0000064245073,0.0004165232,0.00031907507,0.00013897987,0.0017927532,0.8015674,0.0005798247],"about_ca_topic_score_codex":0.0017680961,"about_ca_topic_score_gemma":0.0065748463,"teacher_disagreement_score":0.7683746,"about_ca_system_score_codex":0.000042869764,"about_ca_system_score_gemma":0.000028819342,"threshold_uncertainty_score":0.7155888},"labels":[],"label_agreement":null},{"id":"W3122939911","doi":"","title":"Expected Social Security Wealth Simulations And Generational Fairness of The Turkish Payg System","year":2009,"lang":"en","type":"article","venue":"Loyola eCommons (Loyola University Chicago)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Economics; Turkish; Pension; Overlapping generations model; Labour economics; Finance; Market economy","score_opus":0.007397756179777092,"score_gpt":0.18639960085762114,"score_spread":0.17900184467784405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122939911","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":[0.9923588,0.00003066323,0.000097078926,0.0013426122,0.00016910431,0.00029641626,0.0000630997,0.0001268278,0.005515374],"genre_scores_gemma":[0.99877894,0.0000033717376,0.00009748234,0.0003249363,0.00044812518,5.056237e-7,0.00012914267,0.000013627417,0.0002038421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853283,0.00008635597,0.0003412337,0.00036992456,0.00038671202,0.00028294005],"domain_scores_gemma":[0.9988209,0.00006713443,0.00040733174,0.00033783584,0.00033914502,0.000027664348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021373395,0.00023270996,0.00036539658,0.0003110304,0.0012903892,0.00012904986,0.00042675567,0.00014495925,0.00013749357],"category_scores_gemma":[0.000058257356,0.0002165895,0.0002033035,0.0011708231,0.0001435785,0.0008005604,0.00026537836,0.00024857128,0.000014188498],"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":[0.00012632765,0.00034942545,0.7201507,0.00018680537,0.00006401624,0.000014863788,0.0011691024,0.00039381123,0.0011832095,0.27100584,0.005066903,0.00028901797],"study_design_scores_gemma":[0.0010998683,0.000016323223,0.967111,0.00007641237,0.00030907246,0.0000024892645,0.0010645819,0.015900258,0.00009334577,0.0016376089,0.012283572,0.0004054552],"about_ca_topic_score_codex":0.0007684468,"about_ca_topic_score_gemma":0.002150649,"teacher_disagreement_score":0.26936823,"about_ca_system_score_codex":0.00012452286,"about_ca_system_score_gemma":0.00006068544,"threshold_uncertainty_score":0.9924761},"labels":[],"label_agreement":null},{"id":"W3122954699","doi":"10.1016/j.ssmph.2021.100736","title":"Social inequalities, debt, and health in the United States","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Debt; Household debt; Health and Retirement Study; Mediation; Medicine; Confounding; Demography; Gerontology; Economics; Finance; Internal medicine; Sociology","score_opus":0.06576646657384888,"score_gpt":0.33706443935075525,"score_spread":0.27129797277690637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122954699","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":[0.9650135,0.00042707298,0.000038388665,0.033925906,0.00009924355,0.000267631,0.000007026697,0.00005210786,0.00016912217],"genre_scores_gemma":[0.9519436,0.00013062193,0.00011062574,0.044187494,0.0004536596,0.000009067253,0.0030543325,0.000014799991,0.000095810836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984998,0.00013756748,0.00053565303,0.00023513383,0.00027373258,0.0003180784],"domain_scores_gemma":[0.999342,0.000042241838,0.0003327545,0.00015020145,0.00011776841,0.0000150312135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013362549,0.0001261609,0.00026296647,0.00030897986,0.0005060558,0.0001849508,0.00008524217,0.000039532853,0.00007568449],"category_scores_gemma":[0.00007538519,0.000107510765,0.000041308864,0.0013825562,0.00002096211,0.00039365725,0.000055930777,0.00013644552,0.0000135624905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010743737,0.000060194434,0.8522625,0.00026933994,0.0000034129828,0.0000029169616,0.002593236,0.000067792455,5.100263e-7,0.13068789,0.010957881,0.0030835585],"study_design_scores_gemma":[0.0003326113,0.000009522043,0.94249785,0.000053930813,0.000008037004,7.514764e-7,0.0018702238,0.004264692,1.6445759e-7,0.014862009,0.035977636,0.00012255288],"about_ca_topic_score_codex":0.04404965,"about_ca_topic_score_gemma":0.014536982,"teacher_disagreement_score":0.115825884,"about_ca_system_score_codex":0.00010967082,"about_ca_system_score_gemma":0.00009287826,"threshold_uncertainty_score":0.9623161},"labels":[],"label_agreement":null},{"id":"W3122982356","doi":"","title":"Florida's Pension Election: From DB to DC and Back","year":2004,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Pension; Entitlement (fair division); Value (mathematics); Actuarial science; Annuity; Economics; Asset (computer security); Plan (archaeology); Finance; Business; Life annuity; Microeconomics; Computer science","score_opus":0.011128233873331842,"score_gpt":0.2105695894196151,"score_spread":0.19944135554628326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122982356","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":[0.9840225,0.000046742247,0.00040702775,0.0014709485,0.00035626648,0.00018443546,9.4719235e-7,0.00010647243,0.013404682],"genre_scores_gemma":[0.98933125,0.000010892744,0.00185673,0.004849523,0.0015074319,0.0000060617103,0.000051967432,0.000022108887,0.0023640576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890745,0.0000038814383,0.00023309923,0.00038281886,0.00024676422,0.00022598445],"domain_scores_gemma":[0.9994963,0.000014310632,0.00007445119,0.00022894653,0.00016391948,0.000022066906],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011755895,0.00017084666,0.00020053348,0.0002206107,0.00019150798,0.0002901584,0.000111663416,0.00005631331,0.002912102],"category_scores_gemma":[0.00006453748,0.00015107311,0.00006694968,0.00068107207,0.000019380608,0.00079534366,0.00016246799,0.00007261121,0.0047099018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003112197,0.0002208186,0.8539119,0.00011593278,0.00005660711,0.00005416301,0.00024344855,0.0004859984,0.025789369,0.042678624,0.06624961,0.009882313],"study_design_scores_gemma":[0.001468271,0.000035923837,0.6858639,0.00013205994,0.00018564989,0.0000019668717,0.00010948822,0.0012483046,0.0031221628,0.010746104,0.29633072,0.00075540744],"about_ca_topic_score_codex":0.0076143434,"about_ca_topic_score_gemma":0.001927554,"teacher_disagreement_score":0.23008113,"about_ca_system_score_codex":0.000038161048,"about_ca_system_score_gemma":0.000009950036,"threshold_uncertainty_score":0.99899405},"labels":[],"label_agreement":null},{"id":"W3123094980","doi":"10.2139/ssrn.2190172","title":"The Properties of Income Risk in Privately Held Businesses","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Stylized fact; Income in kind; Comprehensive income; Economics; Income distribution; Big business; Income tax; Labour economics; Demographic economics; Distribution (mathematics); Write-off; Net national income; Gross income; Business; Public economics; State income tax; Inequality; Macroeconomics","score_opus":0.010495038972580743,"score_gpt":0.205214972934299,"score_spread":0.19471993396171824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123094980","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":[0.9916249,0.0072593917,0.000044426615,0.00028462388,0.0002507061,0.00013064695,2.709294e-7,0.000018350287,0.0003866928],"genre_scores_gemma":[0.9961594,0.0024266457,0.000015745472,0.00007611222,0.000965943,0.0000062905942,0.0000016648943,0.00002253149,0.00032568045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736893,0.0000403837,0.0005110019,0.00012320092,0.00036965395,0.0015868405],"domain_scores_gemma":[0.9989302,0.00003765688,0.0005624134,0.00020746067,0.00025091463,0.00001132539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003012951,0.00016855045,0.00024009866,0.00029311422,0.00036725064,0.00014904098,0.00039398894,0.000052228166,0.000030251782],"category_scores_gemma":[0.00051356154,0.00010503303,0.000117507065,0.00086148863,0.00007804888,0.0014131357,0.00013478412,0.00078702625,0.00006605529],"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":[0.00009045256,0.00007632786,0.9460779,0.000033128552,0.000029542385,5.9378306e-7,0.00006441491,0.000024388257,0.00053305324,0.049855057,0.000039398587,0.0031757723],"study_design_scores_gemma":[0.0011280758,0.00004825257,0.89700085,0.00029107486,0.00025738752,0.000028080933,0.0013668317,0.0005696418,0.0007903742,0.07575182,0.02225126,0.0005163381],"about_ca_topic_score_codex":0.0011550325,"about_ca_topic_score_gemma":0.0031061477,"teacher_disagreement_score":0.049077008,"about_ca_system_score_codex":0.00020340503,"about_ca_system_score_gemma":0.00024082763,"threshold_uncertainty_score":0.42831227},"labels":[],"label_agreement":null},{"id":"W3123150236","doi":"10.3386/w14599","title":"The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit","year":2008,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":260,"is_retracted":false,"has_abstract":true,"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; William T. Grant Foundation","keywords":"Earned income tax credit; Income tax; Economics; State income tax; Family income; Gross income; Adjusted gross income; Demographic economics; Labour economics; Tax credit; Public economics; Tax reform; Economic growth","score_opus":0.1977212644795325,"score_gpt":0.435722986342012,"score_spread":0.2380017218624795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123150236","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":[0.9711893,0.0008567967,0.0000017078651,0.0020548475,0.0003207382,0.0009006949,0.00013897316,0.00001925631,0.024517663],"genre_scores_gemma":[0.99563384,0.0012454622,0.000035569366,0.00010397489,0.002110672,0.00008810339,0.00039685582,0.000038868548,0.00034665118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957317,0.00019898896,0.0011170104,0.00067837693,0.0018111919,0.00046270623],"domain_scores_gemma":[0.9933756,0.0029411148,0.001128501,0.0010127112,0.001516621,0.000025442287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048663383,0.0003544455,0.0005989649,0.00077107176,0.0007151797,0.00037082678,0.0022765894,0.0002438553,0.00031554498],"category_scores_gemma":[0.0026168288,0.00022837291,0.0005949748,0.00056402944,0.00053325784,0.0005833342,0.002012836,0.0011954108,0.00036459224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012803567,0.0003130692,0.818674,0.00021464907,0.0007097667,0.000006075742,0.00018687676,0.029073158,0.00031283507,0.11192902,0.036450345,0.000849811],"study_design_scores_gemma":[0.0004659155,0.00006351244,0.85510594,0.00086251495,0.000045817684,3.2066092e-7,0.000037660055,0.0103823785,0.00005606532,0.1311602,0.0015496947,0.00026998876],"about_ca_topic_score_codex":0.039407484,"about_ca_topic_score_gemma":0.0006607758,"teacher_disagreement_score":0.038746707,"about_ca_system_score_codex":0.000720445,"about_ca_system_score_gemma":0.0006123371,"threshold_uncertainty_score":0.96698916},"labels":[],"label_agreement":null},{"id":"W3123163849","doi":"10.2139/ssrn.1896626","title":"Foreign Ownership of U.S. Safe Assets: Good or Bad?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 British Columbia; University of British Columbia Hospital","funders":"","keywords":"Business; Foreign ownership; Law and economics; Economics; Law; Foreign direct investment; Political science","score_opus":0.024549898791009283,"score_gpt":0.22409858673788988,"score_spread":0.1995486879468806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123163849","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":[0.93979955,0.0008884428,0.0010543797,0.00017567043,0.00031955272,0.0002575541,0.0000021416279,0.00007518873,0.05742755],"genre_scores_gemma":[0.99553645,0.00031146812,0.00027436725,0.00028729314,0.00086437433,0.000004570746,0.0000135232785,0.000041312116,0.0026666166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99689454,0.00002949442,0.000623429,0.0002620137,0.00048207497,0.001708452],"domain_scores_gemma":[0.9986223,0.00003218331,0.00070174085,0.00028562325,0.00033476108,0.000023368104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019938932,0.00024957568,0.00037950382,0.00046138014,0.00023231487,0.00009636177,0.0005370254,0.000100778634,0.0017336009],"category_scores_gemma":[0.00022697404,0.00018219111,0.00027591153,0.0007825599,0.00006297741,0.0012087722,0.00010660674,0.00082152,0.00023175105],"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":[0.00033043427,0.00016390874,0.42537937,0.000042772477,0.00011144288,0.000014816957,0.000067422676,0.0000030817139,0.00019189781,0.5684723,0.0006362356,0.0045862985],"study_design_scores_gemma":[0.0029232602,0.0004810338,0.16540128,0.00025331983,0.001070333,0.00013789524,0.0021086675,0.0006546171,0.00056709757,0.7916065,0.03367823,0.0011178018],"about_ca_topic_score_codex":0.00059988693,"about_ca_topic_score_gemma":0.002130049,"teacher_disagreement_score":0.2599781,"about_ca_system_score_codex":0.00023997246,"about_ca_system_score_gemma":0.0005408781,"threshold_uncertainty_score":0.99917895},"labels":[],"label_agreement":null},{"id":"W3123265263","doi":"10.2139/ssrn.3474645","title":"Can Security Design Solve Household Reluctance to Take Risk?","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Magnetic reluctance; Risk analysis (engineering); Business; Computer science; Computer security; Actuarial science; Engineering","score_opus":0.009817582167985468,"score_gpt":0.19928742682649692,"score_spread":0.18946984465851144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123265263","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":[0.99356693,0.00064578,0.0024496256,0.00081163825,0.00050385,0.0004335691,0.0000041927633,0.000112739595,0.0014716692],"genre_scores_gemma":[0.9950767,0.00043885957,0.00032753308,0.0012708645,0.0014189495,0.000008614882,0.0000102865415,0.000064313324,0.0013838816],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961281,0.000042398242,0.00048560125,0.00045019662,0.00059252215,0.002301181],"domain_scores_gemma":[0.99870443,0.000042643518,0.00052817207,0.00041954048,0.00026377256,0.000041458752],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026132583,0.0003099049,0.00038148527,0.00042375413,0.0004059828,0.0003621217,0.00058159727,0.00009959818,0.0002666227],"category_scores_gemma":[0.00022331993,0.00028571484,0.00023414356,0.0009715801,0.000025794854,0.0008876732,0.00013318019,0.0015001105,0.00084693386],"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":[0.00045358026,0.00020906702,0.7637273,0.000060667175,0.00019199195,0.00002663655,0.0003141796,0.0025074913,0.0012650995,0.2179964,0.0088790115,0.00436856],"study_design_scores_gemma":[0.00323693,0.00042956517,0.0876629,0.00028179193,0.00078203384,0.00009218567,0.0013538827,0.007214355,0.0003071319,0.8032365,0.09323988,0.0021628703],"about_ca_topic_score_codex":0.0011135585,"about_ca_topic_score_gemma":0.0041457326,"teacher_disagreement_score":0.67606443,"about_ca_system_score_codex":0.000619373,"about_ca_system_score_gemma":0.0005041251,"threshold_uncertainty_score":0.9999595},"labels":[],"label_agreement":null},{"id":"W3123314549","doi":"10.1016/j.insmatheco.2016.08.002","title":"Longevity risk and retirement income tax efficiency: A location spending rate puzzle","year":2016,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Taxable income; Economics; Tax rate; Pension; Monetary economics; Labour economics; Finance","score_opus":0.012784777814284248,"score_gpt":0.20395611027539542,"score_spread":0.19117133246111118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123314549","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":[0.99756825,0.000113447386,0.0010654354,0.00015203626,0.00013673578,0.0002197932,0.000012660451,0.00003478658,0.0006968693],"genre_scores_gemma":[0.9981094,0.000492519,0.0009759473,0.00008420787,0.0001863431,0.000012490206,0.0000042503452,0.000021365571,0.00011349938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989483,0.000008110641,0.00042809683,0.00031642578,0.00007564215,0.00022345802],"domain_scores_gemma":[0.9990807,0.00009113758,0.0004698152,0.0002611229,0.000077221455,0.00001995684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920521,0.00018551617,0.00029315252,0.00015229105,0.00027111577,0.00025367358,0.00012621845,0.000052360192,0.00005833298],"category_scores_gemma":[0.00021795034,0.00014294017,0.00004539987,0.00016637714,0.00008867246,0.00074406725,0.00015628967,0.00005637283,0.00011426087],"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":[0.000016993872,0.00005746613,0.9676134,0.0002932679,0.000012719909,0.000001441318,0.00011951075,0.00005261723,0.00019691513,0.02560386,0.000040962535,0.005990874],"study_design_scores_gemma":[0.0012334302,0.000023896704,0.8896554,0.0005428205,0.00013184764,0.0000030218164,0.00010708947,0.06593626,0.00026327383,0.03704957,0.0043848413,0.00066855963],"about_ca_topic_score_codex":0.0001520286,"about_ca_topic_score_gemma":0.00033609633,"teacher_disagreement_score":0.07795798,"about_ca_system_score_codex":0.000048941693,"about_ca_system_score_gemma":0.000008018924,"threshold_uncertainty_score":0.58289313},"labels":[],"label_agreement":null},{"id":"W3123448449","doi":"10.1017/s1474747216000081","title":"How much do means-tested benefits reduce the demand for annuities?","year":2016,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pension; Annuity; Incentive; Economics; Asset (computer security); Cash; Actuarial science; Longevity risk; Life annuity; Microeconomics; Finance","score_opus":0.01995821934290218,"score_gpt":0.21011335158270192,"score_spread":0.19015513223979974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123448449","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":[0.9910207,0.0011102105,0.00012751362,0.006943928,0.0004119515,0.00016944345,0.000015583513,0.0000058411274,0.00019483535],"genre_scores_gemma":[0.9936004,0.0033180993,0.00064567436,0.00062079466,0.0010076412,0.0000061842566,0.0000024872002,0.000020449816,0.00077825447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901843,0.000008072237,0.0004583521,0.00020129293,0.00008663481,0.00022724274],"domain_scores_gemma":[0.99825054,0.0001743281,0.00086538563,0.00022559933,0.0004696505,0.000014485804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060851965,0.00016206557,0.00034001737,0.00018405393,0.0003423334,0.00036318015,0.00025107016,0.00006193321,0.000016590184],"category_scores_gemma":[0.00030876233,0.0000956184,0.00017990416,0.00014311873,0.00009103957,0.0012353009,0.00009624991,0.00008344579,0.000007514355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063487253,0.00022154939,0.08108254,0.00012423903,0.0001443966,0.000023242976,0.0003210996,0.00071428955,0.0016482399,0.77071315,0.05573007,0.08864234],"study_design_scores_gemma":[0.0022670252,0.000102365375,0.12855016,0.0004323721,0.00029849968,0.000046619552,0.00024285438,0.0045310636,0.00030460765,0.028916476,0.8338187,0.00048927986],"about_ca_topic_score_codex":0.000012499706,"about_ca_topic_score_gemma":0.00008291427,"teacher_disagreement_score":0.7780886,"about_ca_system_score_codex":0.00003172199,"about_ca_system_score_gemma":0.00003884325,"threshold_uncertainty_score":0.38992053},"labels":[],"label_agreement":null},{"id":"W3123482322","doi":"","title":"RECENT DEVELOPMENTS IN CONSUMER CREDIT AND DEFAULT LITERATURE: CONSUMER CREDIT AND DEFAULT LITERATURE","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Consumer debt; Debt; Bankruptcy; Economics; Restructuring; Default; Household debt; Credit history; Financial system; Business; Monetary economics; Finance","score_opus":0.029321522253708848,"score_gpt":0.25101629399923775,"score_spread":0.2216947717455289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123482322","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":[0.98349667,0.012780158,0.00001073939,0.00036636635,0.0016275172,0.00018846315,0.000021822038,0.000016547598,0.0014917444],"genre_scores_gemma":[0.99390054,0.0029307788,0.00071979314,0.0006106778,0.0012668844,0.0000057312836,0.000118385775,0.00004637861,0.0004008566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976369,0.0001681319,0.0011346987,0.00039425062,0.00027962058,0.00038641036],"domain_scores_gemma":[0.9977725,0.00018506461,0.0009359744,0.00022072176,0.00078134995,0.00010440306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040647807,0.0003566352,0.0007049026,0.0008362504,0.000109998626,0.00091807294,0.00026131544,0.00021402125,0.00015118743],"category_scores_gemma":[0.0008586268,0.00031554786,0.000103770115,0.0005146403,0.00010378502,0.002300757,0.00020707044,0.00044947656,0.00008603387],"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":[0.0001761182,0.00006994442,0.9652519,0.000073511226,0.00008385433,0.00014233106,0.00032623313,0.000029638848,0.000041491196,0.00030091614,0.025274772,0.0082292585],"study_design_scores_gemma":[0.0033906782,0.000038659917,0.73767066,0.00059948734,0.00013804738,0.00010481513,0.0001802238,0.0007724011,0.00002802278,0.0012860518,0.25524658,0.000544363],"about_ca_topic_score_codex":0.00019780014,"about_ca_topic_score_gemma":0.0006917789,"teacher_disagreement_score":0.22997181,"about_ca_system_score_codex":0.00018079084,"about_ca_system_score_gemma":0.00017485573,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W3123518641","doi":"","title":"Pension funds’allocations to hedge funds: an empirical analysis of US and Canadian defined benefit plans","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global assets under management; Hedge fund; Fund of funds; Alternative beta; Passive management; Institutional investor; Business; Pension; Open-end fund; Alternative investment; Asset allocation; Portfolio; Finance; Equity (law); Market liquidity; Corporate governance","score_opus":0.04638120962130363,"score_gpt":0.31173362812086963,"score_spread":0.265352418499566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123518641","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":[0.98704195,0.00005343622,0.0000022627141,0.0006541823,0.0001540492,0.00071898237,0.00012338794,0.000030751384,0.01122097],"genre_scores_gemma":[0.9959922,0.00040133976,0.00048758314,0.00070085673,0.0002892719,0.00013660366,0.0012812895,0.00005946318,0.0006514043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965027,0.000068967136,0.0009789886,0.0011972366,0.00039749415,0.00085463154],"domain_scores_gemma":[0.99727035,0.00021559777,0.00033394253,0.0012932126,0.0006708557,0.0002160214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014519886,0.00039978325,0.0009979705,0.005477848,0.00033514595,0.00054631336,0.00075539056,0.00040771966,0.0006055698],"category_scores_gemma":[0.0005634553,0.00043715877,0.0002737761,0.0016412268,0.00017097603,0.00050832453,0.001131066,0.0006830617,0.000059787246],"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":[0.00004825722,0.00010840897,0.97351587,0.00013709732,0.00020916153,0.000010267074,0.00021505816,0.01367555,0.000044591623,0.0014578158,0.00024729304,0.010330605],"study_design_scores_gemma":[0.00022043938,0.00002803368,0.87863374,0.00010582229,0.0003580675,4.780256e-7,0.00025625445,0.101750255,0.000004239195,0.0007851076,0.017399276,0.0004582938],"about_ca_topic_score_codex":0.25685912,"about_ca_topic_score_gemma":0.8188872,"teacher_disagreement_score":0.56202805,"about_ca_system_score_codex":0.00064151606,"about_ca_system_score_gemma":0.0004114486,"threshold_uncertainty_score":0.999808},"labels":[],"label_agreement":null},{"id":"W3123522190","doi":"10.1162/rest_a_00774","title":"Defaults and Donations: Evidence from a Field Experiment","year":2018,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":87,"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":"Volkswagen Foundation; Deutsche Forschungsgemeinschaft","keywords":"Default; Field (mathematics); Economics; Business; Finance; Mathematics","score_opus":0.029066597295402882,"score_gpt":0.2718102416446363,"score_spread":0.2427436443492334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123522190","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":[0.85835904,0.13436714,0.0018928305,0.0028231791,0.00029423556,0.00060045917,0.000090504625,0.000015288691,0.0015573082],"genre_scores_gemma":[0.5674414,0.41300222,0.01175001,0.0069303173,0.000677078,0.00002158286,0.000056927598,0.00001669524,0.000103758844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994633,0.00000854326,0.00028631493,0.00013160257,0.000039812956,0.00007043554],"domain_scores_gemma":[0.99926186,0.00022306269,0.00022706202,0.00016777472,0.000113426744,0.000006802163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029104867,0.000078040124,0.00019789033,0.000029806564,0.00009963306,0.00006445442,0.000096534415,0.000015439311,0.00021510871],"category_scores_gemma":[0.00033206178,0.000056981815,0.000023362765,0.00005984558,0.00007480056,0.0001871619,0.00010564972,0.000028157465,0.000022919947],"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":[0.00008549416,0.00007873256,0.060652472,0.0047947364,0.00010235183,0.0000022613544,0.0005678906,0.000005896587,0.00007767873,0.710383,0.04400647,0.17924303],"study_design_scores_gemma":[0.001036042,0.00021690814,0.11405459,0.01780314,0.0016505069,0.0000034355257,0.00027146607,0.09885948,0.0003841127,0.15956531,0.60501575,0.001139284],"about_ca_topic_score_codex":0.0006548545,"about_ca_topic_score_gemma":0.0002404698,"teacher_disagreement_score":0.5610092,"about_ca_system_score_codex":0.0000068014115,"about_ca_system_score_gemma":0.000010191088,"threshold_uncertainty_score":0.23552895},"labels":[],"label_agreement":null},{"id":"W3123582851","doi":"","title":"Does Regulation Matter? Riskiness and Procyclicality of Pension Asset Allocation","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset allocation; Solvency; Pension; Global assets under management; Economics; Asset (computer security); Alternative asset; Valuation (finance); Monetary economics; Business; Finance; Institutional investor; Actuarial science; Portfolio; Market liquidity","score_opus":0.019801187225332025,"score_gpt":0.2848188384506242,"score_spread":0.2650176512252922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123582851","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":[0.9921336,0.000018479881,0.000012310493,0.00046761465,0.00024140904,0.00070806145,0.000009448364,0.000028903094,0.006380174],"genre_scores_gemma":[0.9978075,0.00035400983,0.00027559878,0.00012355552,0.00051247526,0.00007848091,0.00038278324,0.000041768842,0.0004238327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974197,0.00011443036,0.00086836744,0.000847809,0.00037465812,0.00037502768],"domain_scores_gemma":[0.99780315,0.00018905208,0.0006894806,0.00082496187,0.00046860432,0.000024777431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024709497,0.00027610548,0.0006038338,0.00075650605,0.0001492719,0.00026218273,0.00037503112,0.0003259811,0.00018322177],"category_scores_gemma":[0.00059338403,0.0002259378,0.00012498553,0.00024266429,0.00021932708,0.00044191864,0.0011928817,0.00054204033,0.000027104066],"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":[0.00013023682,0.00011844018,0.97202665,0.0015006812,0.000021464726,0.0000017009693,0.000054585365,0.0018964261,0.0005591178,0.0011593971,0.00018340099,0.022347923],"study_design_scores_gemma":[0.0003475113,0.000008585006,0.917571,0.0004202383,0.000043543758,3.7977628e-7,0.000053553045,0.06511675,0.0001419367,0.009195544,0.006773471,0.00032746608],"about_ca_topic_score_codex":0.000997582,"about_ca_topic_score_gemma":0.0008304183,"teacher_disagreement_score":0.06322032,"about_ca_system_score_codex":0.00019212342,"about_ca_system_score_gemma":0.0000656536,"threshold_uncertainty_score":0.92134756},"labels":[],"label_agreement":null},{"id":"W3123598163","doi":"","title":"Social Security on Auto-Pilot: International Experience with Automatic Stabilizer Mechanisms","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxable income; Social security; Wage; Legislation; Revenue; Economics; Legislature; Pension; Economic policy; Labour economics; Minimum wage; Public economics; Finance; Political science; Accounting; Market economy","score_opus":0.042304118822739926,"score_gpt":0.30247881273016247,"score_spread":0.26017469390742254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123598163","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":[0.9026878,0.000007825551,0.000006593978,0.00025369448,0.0005464691,0.00076864485,0.000014774917,0.00013071245,0.09558348],"genre_scores_gemma":[0.9972549,0.00009590841,0.00041416183,0.00033662116,0.0007587127,0.00033352606,0.00014808022,0.000083456456,0.00057463796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996517,0.00008011422,0.00074558053,0.0011690541,0.0007578128,0.00073045515],"domain_scores_gemma":[0.9981565,0.00012337243,0.00050556415,0.00079606293,0.00038011244,0.000038374812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014383673,0.00045481272,0.0006227388,0.0010292608,0.00033690743,0.0005622522,0.0012357213,0.00027414804,0.0017051294],"category_scores_gemma":[0.000356976,0.00043921737,0.00019918328,0.00031749858,0.0003010436,0.00060677953,0.0016794554,0.0011684658,0.00012953083],"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":[0.003101507,0.004588719,0.53110844,0.0025926873,0.0006763934,0.0004300215,0.011303331,0.0027664409,0.0006786124,0.3476875,0.001612142,0.093454175],"study_design_scores_gemma":[0.0055619935,0.0005477857,0.34777883,0.002522015,0.00026280407,0.000010607689,0.004692322,0.3310132,0.00054602104,0.24132264,0.06058522,0.0051565743],"about_ca_topic_score_codex":0.0006456971,"about_ca_topic_score_gemma":0.00095603656,"teacher_disagreement_score":0.32824674,"about_ca_system_score_codex":0.00072434486,"about_ca_system_score_gemma":0.00021537713,"threshold_uncertainty_score":0.999806},"labels":[],"label_agreement":null},{"id":"W3123622350","doi":"10.34989/swp-2017-14","title":"Strategic Complementarities and Money Market Fund Liquidity Management","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Market liquidity; Business; Liquidity crisis; Liquidity risk; Fund of funds; Global assets under management; Financial system; Closed-end fund; Finance; Passive management; Accounting liquidity; Institutional investor; Excess reserves; Open-end fund; Funding liquidity; Monetary economics; Economics; Monetary policy; Quantitative easing; Corporate governance; Central bank","score_opus":0.06715900881003925,"score_gpt":0.3022444586264434,"score_spread":0.23508544981640414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123622350","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":[0.809936,0.00026778423,5.4235096e-7,0.00021566295,0.00035990114,0.0007420796,0.000027287102,0.000052198488,0.18839857],"genre_scores_gemma":[0.9877166,0.0065334607,0.0005364536,0.00043976915,0.000694799,0.00020664826,0.000644407,0.000078538105,0.0031492927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618906,0.000104892635,0.0009147286,0.0013431897,0.0005294402,0.0009186797],"domain_scores_gemma":[0.99815905,0.00014223428,0.00034621524,0.0010285426,0.00026964053,0.00005428931],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022705623,0.00050002534,0.00078259804,0.0010823575,0.00037919523,0.0016249273,0.0007037498,0.00026604178,0.0024408405],"category_scores_gemma":[0.00007214469,0.00058035296,0.00022707456,0.0003448039,0.00030000773,0.0005841629,0.0045046536,0.0010523685,0.000022206672],"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":[0.00066953636,0.0010250573,0.90971756,0.0085424455,0.0007306519,0.00092405814,0.00044035877,0.0023168314,0.00009893962,0.028658673,0.0042391038,0.042636774],"study_design_scores_gemma":[0.0032498627,0.00008718447,0.69384897,0.0023536347,0.0004590973,0.000009026321,0.014151717,0.10173501,0.00003658227,0.025125757,0.15571086,0.0032323175],"about_ca_topic_score_codex":0.002130781,"about_ca_topic_score_gemma":0.0050456226,"teacher_disagreement_score":0.21586862,"about_ca_system_score_codex":0.00048650693,"about_ca_system_score_gemma":0.00012901783,"threshold_uncertainty_score":0.9996648},"labels":[],"label_agreement":null},{"id":"W3123624356","doi":"","title":"Acces a un regime de pension et taux de remplacement des gains des hommes retraites: observations resultant d'un examen detaille des distributions","year":2010,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.07121855601095373,"score_gpt":0.3193636850221995,"score_spread":0.24814512901124575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123624356","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":[0.98762494,0.0015709761,0.00024156058,0.0015131531,0.00029973846,0.0013921253,0.00023687232,0.00013555516,0.0069850534],"genre_scores_gemma":[0.9320637,0.026965993,0.035040908,0.00037189657,0.0006232766,0.000488121,0.0013353539,0.00017575832,0.00293497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924818,0.0007365518,0.0018698507,0.0017969406,0.0006963724,0.0024184796],"domain_scores_gemma":[0.99352187,0.0015435425,0.0010021331,0.0018126271,0.0018646673,0.0002551779],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009123609,0.0009212675,0.0011199467,0.0011870249,0.0028064537,0.0017645897,0.0016506803,0.0009293917,0.0008843822],"category_scores_gemma":[0.011614238,0.0010197943,0.000567741,0.0015716912,0.0021757672,0.002004959,0.0028253251,0.00270292,0.0000747883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032632373,0.00084794406,0.8976339,0.00090896233,0.00023020238,0.00012803737,0.0018379848,0.0039795083,0.0037936582,0.012377108,0.0004821468,0.07745424],"study_design_scores_gemma":[0.0013095248,0.00009656462,0.8692543,0.0022237045,0.0003038296,0.000023532653,0.002187458,0.032387193,0.0008708212,0.045881096,0.04421517,0.0012468216],"about_ca_topic_score_codex":0.0062094936,"about_ca_topic_score_gemma":0.02607915,"teacher_disagreement_score":0.07620742,"about_ca_system_score_codex":0.003413581,"about_ca_system_score_gemma":0.0011752517,"threshold_uncertainty_score":0.9995979},"labels":[],"label_agreement":null},{"id":"W3123704583","doi":"10.55016/ojs/sppp.v9i1.42579","title":"A Major Setback for Retirement Savings: Changing how Financial Advisers are Compensated could Hurt Less-than-Wealthy Investors Most","year":2016,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Setback; Finance; Business; Economics; Political science","score_opus":0.05206660053467346,"score_gpt":0.27665625148235806,"score_spread":0.2245896509476846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123704583","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":[0.7047714,0.00011784239,0.0014162253,0.2869914,0.00041023907,0.00224325,0.0003098813,0.00045426897,0.0032855005],"genre_scores_gemma":[0.98183584,0.000028579052,0.00042409162,0.007837294,0.0022340284,0.0005772618,0.0003268651,0.000083384424,0.006652641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966448,0.00008159464,0.00081597216,0.00062899914,0.00074208505,0.001086567],"domain_scores_gemma":[0.9949413,0.00021743409,0.0015184293,0.0012159719,0.0019668704,0.00013998183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019470595,0.0004254981,0.0005521155,0.002146847,0.0010394055,0.0007533506,0.0013843352,0.00017812384,0.00034898726],"category_scores_gemma":[0.008023838,0.00030162418,0.00032666986,0.0049739243,0.00035395706,0.002818004,0.00048121906,0.00022073618,0.00019408221],"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":[0.00006865667,0.00028404337,0.38169006,0.00025859068,0.00009703582,5.770842e-7,0.00018655174,0.0000055099954,0.0024879477,0.35788247,0.25445777,0.0025807673],"study_design_scores_gemma":[0.002391429,0.000049727114,0.55444837,0.000320553,0.00031882522,0.0000018330633,0.00094694016,0.0009097484,0.0002190798,0.00844302,0.4311111,0.0008393929],"about_ca_topic_score_codex":0.0017886518,"about_ca_topic_score_gemma":0.0013907879,"teacher_disagreement_score":0.34943947,"about_ca_system_score_codex":0.00039770716,"about_ca_system_score_gemma":0.00076484063,"threshold_uncertainty_score":0.9999436},"labels":[],"label_agreement":null},{"id":"W3123745691","doi":"10.2139/ssrn.3301715","title":"Government Transfers, Work and Wellbeing: Evidence from the Russian Old-Age Pension","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pension; Government (linguistics); Work (physics); Labour economics; Political science; Demographic economics; Business; Economics; Finance; Engineering","score_opus":0.011682709287831187,"score_gpt":0.21445639566220012,"score_spread":0.20277368637436893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123745691","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":[0.9916914,0.0017120803,0.0005797654,0.0049716583,0.0003027543,0.00016989751,0.0000010586579,0.000033992896,0.00053740473],"genre_scores_gemma":[0.9937893,0.0013349885,0.000069376605,0.0012680837,0.002698407,0.000003205577,0.000005309853,0.000029685365,0.0008015983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997283,0.00004429036,0.00036772157,0.00034520598,0.00070349674,0.0012562888],"domain_scores_gemma":[0.9992844,0.00010089745,0.00022917686,0.00029601753,0.00006538676,0.00002414416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016615811,0.00023916403,0.00023675786,0.00006496079,0.00077965774,0.0005090177,0.0004338274,0.00007041644,0.0002640438],"category_scores_gemma":[0.0001423817,0.00016294121,0.00014369954,0.0004781926,0.00013373102,0.0009901816,0.00012830131,0.00082125526,0.00012693003],"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":[0.0004359992,0.0000690394,0.8472701,0.000015317113,0.00011729225,0.000026034406,0.0005078407,0.000005727509,0.0012169224,0.13471317,0.0015472701,0.014075339],"study_design_scores_gemma":[0.0014512581,0.00024961136,0.802723,0.0007927049,0.0009060897,0.00002775801,0.0013387965,0.0008373724,0.00020766682,0.14336342,0.047246873,0.000855476],"about_ca_topic_score_codex":0.00094803923,"about_ca_topic_score_gemma":0.0044861273,"teacher_disagreement_score":0.045699604,"about_ca_system_score_codex":0.00032720235,"about_ca_system_score_gemma":0.00012687505,"threshold_uncertainty_score":0.66445494},"labels":[],"label_agreement":null},{"id":"W3123766534","doi":"","title":"In Front of and Behind the Veil of Ignorance: An Analysis of Motivations for Redistribution","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Redistribution (election); Luck; Ignorance; Redistribution of income and wealth; Social psychology; Equity (law); Survey data collection; Psychology; Economics; Demographic economics; Political science; Microeconomics","score_opus":0.028341577336487418,"score_gpt":0.3083412806432556,"score_spread":0.2799997033067682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123766534","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":[0.9970733,0.00006509979,0.000036827347,0.00017953086,0.00006133143,0.0005649338,0.00022110376,0.00000374036,0.0017941637],"genre_scores_gemma":[0.9989795,0.0002962951,0.00010594824,0.000015572454,0.00013161947,0.00007695499,0.00031929146,0.0000146002485,0.00006020563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981725,0.000058775673,0.000872048,0.0004229595,0.00022377669,0.00024994172],"domain_scores_gemma":[0.9978329,0.0003338856,0.000707311,0.0006120196,0.0005019359,0.00001196213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022759438,0.00015060104,0.0006503735,0.0012702409,0.00006956337,0.0000432158,0.00039544923,0.00016526127,0.000053194686],"category_scores_gemma":[0.0008274579,0.0001228275,0.00020596466,0.0003375052,0.0002772616,0.00033699963,0.0004331695,0.0002280963,3.3583203e-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":[0.00021530672,0.00021153843,0.98052216,0.0005116916,0.00020604761,5.8693104e-7,0.00032193086,0.0038160325,0.00074977713,0.00614975,0.000039784187,0.0072554084],"study_design_scores_gemma":[0.000678992,0.000029958752,0.87069005,0.00031107463,0.0003285058,5.1903356e-8,0.00055131025,0.11397052,0.0003166131,0.012002535,0.0009162377,0.00020413191],"about_ca_topic_score_codex":0.0008984568,"about_ca_topic_score_gemma":0.0030164556,"teacher_disagreement_score":0.11015449,"about_ca_system_score_codex":0.00015922573,"about_ca_system_score_gemma":0.000105888816,"threshold_uncertainty_score":0.500876},"labels":[],"label_agreement":null},{"id":"W3123834116","doi":"","title":"The Displacement Effect of Public Pensions on the Accumulation of Financial Assets","year":2009,"lang":"en","type":"preprint","venue":"Deep Blue (University of Michigan)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Australian Government; U.S. Social Security Administration","keywords":"Generosity; Pension; Liberian dollar; Earnings; Economics; Incentive; Labour economics; Finance","score_opus":0.031703052472512955,"score_gpt":0.24275144356740855,"score_spread":0.2110483910948956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123834116","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":[0.99702615,0.0001052214,0.0003041705,0.0008310879,0.0002558079,0.000641201,0.0000184567,0.000024268196,0.00079362746],"genre_scores_gemma":[0.99927455,0.0000628097,0.00008079866,0.0001014671,0.00014125169,0.0000010838996,0.00018594018,0.0000143830885,0.00013769741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982276,0.00014450883,0.000375296,0.00036467722,0.0006342488,0.0002536759],"domain_scores_gemma":[0.9970325,0.00040271404,0.0013187142,0.0007736558,0.00045683392,0.000015536663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013815819,0.00028330137,0.0005590172,0.00037297542,0.0005079042,0.00006540088,0.0009263052,0.00019570095,0.00014191431],"category_scores_gemma":[0.0005081741,0.00021479679,0.0004751308,0.00056158955,0.0002102835,0.00029364688,0.0008390288,0.00035519866,0.000034382887],"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":[0.006647577,0.0031954881,0.38076022,0.0063989977,0.0017456899,0.0001030301,0.028351337,0.031668458,0.009740483,0.45387933,0.011133433,0.06637594],"study_design_scores_gemma":[0.0023488014,0.00029050157,0.91858965,0.0012558914,0.0022661805,6.2955314e-7,0.0030023186,0.048158195,0.0008125957,0.0059997123,0.016350606,0.00092493976],"about_ca_topic_score_codex":0.00063955755,"about_ca_topic_score_gemma":0.013450028,"teacher_disagreement_score":0.5378294,"about_ca_system_score_codex":0.00004029939,"about_ca_system_score_gemma":0.00006785323,"threshold_uncertainty_score":0.8759159},"labels":[],"label_agreement":null},{"id":"W3123845705","doi":"10.22004/ag.econ.273746","title":"Precautionary saving and portfolio allocation: DP by GMM","year":2000,"lang":"en","type":"preprint","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Portfolio; Economics; Consumption (sociology); Portfolio allocation; Econometrics; Parametric statistics; Generalized method of moments; Portfolio optimization; Precautionary savings; Constant (computer programming); Estimation; Microeconomics; Panel data; Computer science; Financial economics; Mathematics; Statistics; Monetary economics","score_opus":0.01776622041947905,"score_gpt":0.2126275055562933,"score_spread":0.19486128513681425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123845705","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":[0.98465455,0.0005956968,0.00007778677,0.0011088055,0.00013880042,0.0004177487,0.000057866226,0.0000670098,0.012881746],"genre_scores_gemma":[0.98332006,0.0010980899,0.0006709893,0.0002828715,0.00033243798,0.0000017450077,0.001168216,0.000034780016,0.013090826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978672,0.000047668625,0.00031804846,0.0007654431,0.000613407,0.00038819519],"domain_scores_gemma":[0.99854124,0.000064454645,0.00039438333,0.0005516998,0.0004002493,0.000047961883],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005771952,0.00032739033,0.0005333736,0.00070525904,0.00043370633,0.00015827514,0.00063690956,0.00028793685,0.0066316295],"category_scores_gemma":[0.00003817682,0.00043307964,0.00022300122,0.0005408827,0.00028360763,0.0012647354,0.001286938,0.0004422803,0.0003622444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047731755,0.0006798432,0.63125575,0.0028861125,0.0004255583,0.00036147906,0.0019816451,0.00062491675,0.001684068,0.006185227,0.30749372,0.04594436],"study_design_scores_gemma":[0.0013967401,0.0000470818,0.68855107,0.0007235126,0.0007422563,0.000007224939,0.0015308366,0.014228017,0.000064399654,0.001807283,0.28956226,0.001339344],"about_ca_topic_score_codex":0.0084589245,"about_ca_topic_score_gemma":0.0012132998,"teacher_disagreement_score":0.057295315,"about_ca_system_score_codex":0.00008806621,"about_ca_system_score_gemma":0.00010621261,"threshold_uncertainty_score":0.9998121},"labels":[],"label_agreement":null},{"id":"W3123897384","doi":"","title":"The Psychological Consequences of Money","year":2006,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Economics; Psychology; Monetary economics","score_opus":0.0165913717021786,"score_gpt":0.2475047196072789,"score_spread":0.23091334790510032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123897384","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":[0.90875846,0.00010858066,0.000023434543,0.0007204615,0.000119734694,0.0000814791,4.4441472e-7,0.00004872483,0.09013866],"genre_scores_gemma":[0.99705386,0.000008925004,0.00017963284,0.0005731965,0.00031494978,0.0000048416177,0.000008408245,0.000004866644,0.0018512928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919534,0.000007366018,0.0002793601,0.00015050956,0.0002120079,0.00015541319],"domain_scores_gemma":[0.9994521,0.000052094743,0.0001618128,0.00018971441,0.00014132202,0.0000029132323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027021614,0.000084697254,0.00012408385,0.00006659768,0.0001734593,0.00011274458,0.00021636944,0.000033867138,0.0007336641],"category_scores_gemma":[0.0000769884,0.000047373673,0.00008613208,0.0003900291,0.00020838877,0.0002451152,0.000058110956,0.000043972195,0.00022012812],"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":[0.000021545062,0.00006229479,0.5704699,0.000009554083,0.0000035025596,0.000003396849,0.0000021971819,0.0000123364935,0.002230739,0.39799303,0.028239433,0.00095205556],"study_design_scores_gemma":[0.00032353963,0.000014993987,0.78520113,0.00001875589,0.00006635331,0.0000010601407,0.00006484357,0.0012348613,0.00090112665,0.07544051,0.13650727,0.00022551908],"about_ca_topic_score_codex":0.0019431777,"about_ca_topic_score_gemma":0.00036969327,"teacher_disagreement_score":0.32255253,"about_ca_system_score_codex":0.000004800158,"about_ca_system_score_gemma":0.0000038320027,"threshold_uncertainty_score":0.80331075},"labels":[],"label_agreement":null},{"id":"W3123910118","doi":"","title":"US Retirement Income System","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baby boom; Quarter (Canadian coin); Revenue; Public sector; Boom; Labour economics; Private sector; Population; Economics; Business; Demographic economics; Economic growth; Finance; Geography","score_opus":0.009182534793719145,"score_gpt":0.19872256376225036,"score_spread":0.18954002896853123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123910118","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":[0.9907247,0.0009196359,0.00034520176,0.000215561,0.00050539325,0.00017826838,6.2337784e-7,0.00014926669,0.00696134],"genre_scores_gemma":[0.99476683,0.0004206806,0.00006168351,0.00038245923,0.0023443052,0.000008120409,0.000013244049,0.0000452716,0.0019574098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961979,0.000029275394,0.0006091307,0.0003223041,0.00072845595,0.002112958],"domain_scores_gemma":[0.99881846,0.000016495074,0.0004948832,0.00031391872,0.00032906965,0.000027166712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015307064,0.00027954605,0.0003633464,0.0004658753,0.00084562233,0.00017362056,0.00047311757,0.00008530522,0.0001766799],"category_scores_gemma":[0.000079823614,0.000246286,0.00027124822,0.00077370333,0.000060741764,0.0010226509,0.00014046328,0.0010078487,0.0009014867],"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":[0.00007257324,0.00007034761,0.75864685,0.00006345695,0.000071331946,0.00007819606,0.00003162388,0.000049162896,0.00015384861,0.23917507,0.00087571156,0.00071184157],"study_design_scores_gemma":[0.0069288188,0.0004320619,0.71306145,0.0008925731,0.0013394007,0.0022869294,0.0027861353,0.011313341,0.00019319105,0.08601847,0.17140788,0.0033397272],"about_ca_topic_score_codex":0.0007031826,"about_ca_topic_score_gemma":0.00073397876,"teacher_disagreement_score":0.17053217,"about_ca_system_score_codex":0.0011448197,"about_ca_system_score_gemma":0.00047723306,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W3123941499","doi":"","title":"Parental Support, Savings and Student Loan Repayment","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Earnings; Moral hazard; Student loan; Loan; Revenue; Redistribution (election); Actuarial science; Economics; Business; Payment; Labour economics; Finance; Microeconomics; Incentive","score_opus":0.0066025499012378995,"score_gpt":0.23571975649607896,"score_spread":0.22911720659484106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123941499","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":[0.99536633,0.00044335227,0.00007724451,0.00042404604,0.00034740925,0.00013854777,6.906199e-7,0.00005321777,0.0031491313],"genre_scores_gemma":[0.9942604,0.0003681551,0.000039868515,0.000916652,0.0025444822,0.000004298436,0.000015011693,0.000030012614,0.0018211405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971037,0.00001660458,0.00043709553,0.0003348809,0.0005054251,0.0016022809],"domain_scores_gemma":[0.99917835,0.000011918664,0.0003547598,0.00020467055,0.00022148721,0.00002879193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014564319,0.00022718652,0.0002493038,0.00027726378,0.00052071665,0.0004142707,0.00029320238,0.000054217322,0.00061905384],"category_scores_gemma":[0.000054200158,0.00019693153,0.0001309385,0.00034530798,0.00010413486,0.00091097946,0.00022395811,0.0005824396,0.00033027565],"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":[0.000079120065,0.00013567101,0.92245376,0.00001560642,0.00008259874,0.000017606077,0.00017413474,8.133391e-7,0.0004189752,0.06664688,0.0026883117,0.007286496],"study_design_scores_gemma":[0.0033530674,0.00080899714,0.6405673,0.00015634255,0.0008692741,0.00037977047,0.004453139,0.00067816087,0.0001778203,0.12857595,0.21861562,0.0013645488],"about_ca_topic_score_codex":0.00031985872,"about_ca_topic_score_gemma":0.0024035987,"teacher_disagreement_score":0.2818865,"about_ca_system_score_codex":0.00037793917,"about_ca_system_score_gemma":0.00021694417,"threshold_uncertainty_score":0.8030635},"labels":[],"label_agreement":null},{"id":"W3124007508","doi":"","title":"Nowcasting GDP with electronic payments data","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nowcasting; Payment; Quarter (Canadian coin); Debit card; Payment card; Database transaction; Economics; Econometrics; Credit card; Business; Finance; Computer science; Geography; Database","score_opus":0.06406739751356566,"score_gpt":0.3137355365260569,"score_spread":0.24966813901249124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124007508","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":[0.9144436,0.0002208085,0.000004385028,0.00028037798,0.00037514445,0.0010751311,0.00006458231,0.000107861466,0.08342812],"genre_scores_gemma":[0.991133,0.00097276375,0.00047369074,0.00030410904,0.0018868607,0.00012552248,0.0021298525,0.00015914079,0.0028150803],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952722,0.00008025179,0.0008151929,0.0017027843,0.0007235619,0.0014060076],"domain_scores_gemma":[0.99610585,0.0001524583,0.0005593089,0.0026085537,0.0005163114,0.00005749718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004255606,0.00050199986,0.0007532116,0.0010894114,0.00026572804,0.00082339393,0.0023189133,0.00030670466,0.0002591101],"category_scores_gemma":[0.0008879701,0.00048410863,0.00011305583,0.00058263756,0.00020425481,0.0010767487,0.0065575433,0.0018233682,0.0001728989],"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":[0.0005820519,0.0004757647,0.88879114,0.00095105293,0.00026273477,0.00017148677,0.0001495043,0.009280534,0.000049452337,0.0021535447,0.0043661203,0.0927666],"study_design_scores_gemma":[0.0030776488,0.00012436678,0.05081391,0.001707281,0.0003161804,0.00001045955,0.0007497885,0.3659263,0.000019403395,0.009107098,0.565512,0.0026355751],"about_ca_topic_score_codex":0.0014863411,"about_ca_topic_score_gemma":0.006192848,"teacher_disagreement_score":0.83797723,"about_ca_system_score_codex":0.0010009024,"about_ca_system_score_gemma":0.0008556116,"threshold_uncertainty_score":0.99976104},"labels":[],"label_agreement":null},{"id":"W3124057018","doi":"10.1093/rof/rfw003","title":"Optimal Purchasing of Deferred Income Annuities When Payout Yields are Mean-Reverting","year":2016,"lang":"en","type":"article","venue":"European Finance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Economics; Purchasing; Portfolio; Mean reversion; Actuarial science; Annuity; Liberian dollar; Context (archaeology); Yield (engineering); Transaction cost; Expected utility hypothesis; Econometrics; Microeconomics; Life annuity; Financial economics; Pension; Operations management; Finance","score_opus":0.02700725508506611,"score_gpt":0.2336774609031934,"score_spread":0.2066702058181273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124057018","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":[0.8795149,0.09372692,0.00081736257,0.001780478,0.00047365358,0.00089278683,0.000023438806,0.0002884857,0.022482034],"genre_scores_gemma":[0.97811204,0.01600145,0.0013372287,0.0019044365,0.0007198712,0.000012209883,0.000014580585,0.00009008356,0.0018080998],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997625,0.00009897203,0.0009979941,0.0004670242,0.00039570263,0.00041528913],"domain_scores_gemma":[0.99775726,0.00006632545,0.0011795105,0.00061524246,0.00036592106,0.000015739508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013475799,0.00032408748,0.0007549056,0.00018719508,0.00017325718,0.0000896235,0.00054965913,0.000037254227,0.0003890954],"category_scores_gemma":[0.00088870083,0.00023139472,0.00032292597,0.0005617756,0.00010806644,0.0011678465,0.00043590108,0.00012216587,0.000820528],"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":[0.0000950174,0.00022313441,0.58234775,0.017916331,0.00009199874,0.00024414144,0.0004861155,0.00004888063,0.0013831143,0.011013916,0.028771617,0.357378],"study_design_scores_gemma":[0.0006745218,0.000030643005,0.21802464,0.057671607,0.00042392212,0.000005886726,0.000044977638,0.00013920094,0.00011639337,0.00038218565,0.72158736,0.000898664],"about_ca_topic_score_codex":0.00005787794,"about_ca_topic_score_gemma":0.000021719577,"teacher_disagreement_score":0.6928157,"about_ca_system_score_codex":0.00003979146,"about_ca_system_score_gemma":0.000019689212,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W3124104232","doi":"10.5539/jms.v7n1p103","title":"Risk of Disability, Old-age and Death: Pension Sustainability in Colombia","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Fiscal sustainability; Economics; Sustainability; Inflation (cosmology); Limiting; Wage; Margin (machine learning); Retirement age; Private pension; Labour economics; Fiscal policy; Monetary economics; Finance","score_opus":0.0110331472989179,"score_gpt":0.25999493867779216,"score_spread":0.24896179137887425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124104232","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":[0.99685216,0.00019586447,0.00003420993,0.0011470782,0.000138993,0.0007726292,0.00000206004,0.000012651625,0.0008443801],"genre_scores_gemma":[0.9990547,0.0002226354,0.00019542722,0.0000641432,0.0001524515,0.000008008503,0.0000030612014,0.000016555308,0.00028302544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972637,0.0001310089,0.0011627186,0.00047058743,0.00055368297,0.0004182611],"domain_scores_gemma":[0.9960754,0.00016518982,0.0016082897,0.0008545793,0.0012490553,0.0000474674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049823397,0.00029631596,0.0007963642,0.0003984165,0.000498104,0.00043370682,0.000512612,0.000120208075,0.00005052803],"category_scores_gemma":[0.0034790866,0.0002539967,0.00023376214,0.00030664616,0.00061555795,0.0019103426,0.001092478,0.00034472533,9.876848e-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":[0.00045657673,0.00042863007,0.97960323,0.0018407844,0.000037244423,0.0001708962,0.00014632403,0.000039801977,0.0000021438734,0.008048196,0.00023963506,0.008986554],"study_design_scores_gemma":[0.0014288673,0.00007540781,0.91765237,0.00008055957,0.00032945035,0.0000020431303,0.0015531385,0.00072465115,0.0000042190313,0.07462236,0.0033094147,0.00021748833],"about_ca_topic_score_codex":0.0032656663,"about_ca_topic_score_gemma":0.0010937,"teacher_disagreement_score":0.06657417,"about_ca_system_score_codex":0.00037929488,"about_ca_system_score_gemma":0.00005723441,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W3124157007","doi":"10.2139/ssrn.199168","title":"On Inflation as a Regressive Consumption Tax","year":2000,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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; Consumption (sociology); Consumption tax; Monetary economics; Inflation (cosmology); Econometrics; Macroeconomics; Keynesian economics; Indirect tax; Tax reform; Public economics","score_opus":0.007335948708962367,"score_gpt":0.22863916097874282,"score_spread":0.22130321226978045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124157007","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":[0.990738,0.0003315435,0.00006897633,0.00043626333,0.00013400866,0.00013299093,5.5019376e-7,0.000054617933,0.0081030475],"genre_scores_gemma":[0.99003327,0.00074733264,0.000016083603,0.0009908783,0.0010920264,0.0000056384456,0.00002915645,0.000025305291,0.007060319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978467,0.000025245365,0.00033954124,0.00023503034,0.00043252937,0.0011209059],"domain_scores_gemma":[0.9992859,0.000029372623,0.00033013162,0.00017512725,0.00016449581,0.00001501289],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00083916425,0.00018937267,0.00018626467,0.00032879808,0.0004020424,0.0002531806,0.00019714588,0.00007800747,0.0034267064],"category_scores_gemma":[0.00013564086,0.00016721607,0.00014531812,0.0003828451,0.00003454438,0.0010716586,0.000022569831,0.0008163076,0.004316228],"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":[0.0007004099,0.00017278417,0.16725743,0.000029217303,0.000097131684,0.000030075456,0.00007892887,0.0007237922,0.00034626148,0.7542219,0.0032344824,0.073107585],"study_design_scores_gemma":[0.0025461381,0.00022455833,0.08291065,0.0002810511,0.00036636982,0.000116307994,0.00017471376,0.004231409,0.000077386896,0.838672,0.06960795,0.0007914568],"about_ca_topic_score_codex":0.00026489177,"about_ca_topic_score_gemma":0.0007234991,"teacher_disagreement_score":0.08445011,"about_ca_system_score_codex":0.00037361623,"about_ca_system_score_gemma":0.00020865572,"threshold_uncertainty_score":0.99748427},"labels":[],"label_agreement":null},{"id":"W3124213910","doi":"10.1080/1369183x.2020.1870443","title":"Examining the financial knowledge of immigrants in Canada: a new dimension of economic inequality","year":2021,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"University of Calgary","keywords":"Immigration; Demographic economics; Vulnerability (computing); Finance; Financial risk; Face (sociological concept); Financial literacy; Business; Economics; Political science; Sociology; Social science","score_opus":0.07752546342869711,"score_gpt":0.30234288295066925,"score_spread":0.22481741952197215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124213910","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":[0.9837798,0.015534093,0.000017330058,0.00033964062,0.00022791176,0.00004463368,0.0000010376444,9.8035e-7,0.00005461261],"genre_scores_gemma":[0.9981421,0.0013607836,0.00005076076,0.00014348721,0.00022014273,6.983298e-7,0.0000017711083,0.0000036324823,0.00007658613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893147,0.000034887922,0.0007195056,0.00009159824,0.00013422164,0.00008834379],"domain_scores_gemma":[0.99855894,0.00016412103,0.0007697338,0.00008448859,0.00041521032,0.0000075002176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475586,0.00008800204,0.00040655944,0.00012300098,0.000053541156,0.000010043063,0.00006708018,0.000024278535,0.000017226821],"category_scores_gemma":[0.00053224573,0.00006105104,0.00006423353,0.00031959199,0.000038354458,0.00028366296,0.0000878637,0.00009021603,6.9734216e-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":[0.00011367844,0.0000600738,0.97264,0.00022146749,0.000081433,0.000011292343,0.0044029914,0.00025722533,0.0024342537,0.0013014885,0.0068059457,0.011670202],"study_design_scores_gemma":[0.0005489803,0.00001861833,0.9906524,0.00025990524,0.0001304751,0.0000018690776,0.005626258,0.00047053062,0.0005191516,0.0005668254,0.0011273453,0.000077660465],"about_ca_topic_score_codex":0.20625347,"about_ca_topic_score_gemma":0.9318128,"teacher_disagreement_score":0.72555935,"about_ca_system_score_codex":0.00007423015,"about_ca_system_score_gemma":0.00047960918,"threshold_uncertainty_score":0.79903215},"labels":[],"label_agreement":null},{"id":"W3124265766","doi":"","title":"Business Cycles and Household Formation: The Micro vs the Macro Labor Elasticity","year":2012,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Macro; Elasticity (physics); Business cycle; Labour economics; Macro level; Demographic economics; Macroeconomics","score_opus":0.16866703984516762,"score_gpt":0.3894535294719991,"score_spread":0.2207864896268315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124265766","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":[0.98336387,0.0003219336,0.000006434355,0.004627501,0.000154358,0.0002854604,0.000014331509,0.000015353606,0.01121078],"genre_scores_gemma":[0.997596,0.000057285357,0.000050685358,0.0005162234,0.001377661,0.000029044233,0.000050764662,0.000013305881,0.00030899505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99870425,0.00004379696,0.00032393116,0.00015494191,0.00047093382,0.00030212876],"domain_scores_gemma":[0.9983966,0.000499431,0.00018028494,0.00019541723,0.00071536936,0.000012916312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025328074,0.000107632695,0.00014950665,0.00027587096,0.0004996381,0.00024931112,0.00036504716,0.000053164928,0.00025762353],"category_scores_gemma":[0.0005115859,0.00006821005,0.000052612108,0.00049696694,0.00025936594,0.0013706705,0.00027295205,0.00017714387,0.00017833851],"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":[0.00009806166,0.000078089695,0.3772541,0.00011587915,0.000029216346,3.8091292e-7,0.00015540891,0.00031171748,0.00070402207,0.5897886,0.031015402,0.00044913872],"study_design_scores_gemma":[0.00041261903,0.0000062887575,0.9051477,0.000036649195,0.000038669896,0.00000339324,0.0001749076,0.0039814017,0.000438097,0.052943498,0.036652092,0.0001647283],"about_ca_topic_score_codex":0.00094958785,"about_ca_topic_score_gemma":0.000223504,"teacher_disagreement_score":0.5368451,"about_ca_system_score_codex":0.00009038957,"about_ca_system_score_gemma":0.00005917009,"threshold_uncertainty_score":0.38428628},"labels":[],"label_agreement":null},{"id":"W3124463684","doi":"","title":"Comparing Retirement Income Systems Through an Index","year":2010,"lang":"en","type":"article","venue":"Rotman International Journal of Pension Management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Economics; Pension system; Quality (philosophy); Pension; Value (mathematics); Demographic economics; Actuarial science; Labour economics; Business; Finance; Statistics; Mathematics; Computer science","score_opus":0.023276892804560394,"score_gpt":0.27311852840018425,"score_spread":0.24984163559562386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124463684","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":[0.9787216,0.000043530534,0.0010899547,0.0004121429,0.006197217,0.00035562154,0.0000015236246,0.00006329609,0.013115078],"genre_scores_gemma":[0.99384916,0.000045467095,0.001642372,0.00082940457,0.003128716,0.000009926039,0.00004145074,0.00004101902,0.00041248868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619865,0.000033729106,0.0012165958,0.00037198997,0.0018523075,0.0003267303],"domain_scores_gemma":[0.99665064,0.000028662444,0.0013962104,0.00045622626,0.0014210311,0.000047222806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011914333,0.00030989086,0.00046357256,0.00094759674,0.00020866495,0.0008164248,0.0012523627,0.0000893627,0.00072261575],"category_scores_gemma":[0.00008923925,0.0002754634,0.00024897227,0.00041672407,0.00006602014,0.0032545726,0.00058818405,0.00044443787,0.0002644901],"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":[0.00035970286,0.00048519057,0.7528762,0.00016174605,0.00023912993,0.0007197788,0.00011769405,0.003438519,0.00161694,0.23277837,0.0060485834,0.0011581199],"study_design_scores_gemma":[0.0033876507,0.000092748545,0.665778,0.0007579379,0.00045445075,0.00009340119,0.0006015765,0.051660996,0.000117332835,0.0073025418,0.26889327,0.00086014596],"about_ca_topic_score_codex":0.00062031427,"about_ca_topic_score_gemma":0.00033435028,"teacher_disagreement_score":0.26284468,"about_ca_system_score_codex":0.00013236862,"about_ca_system_score_gemma":0.000022713208,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W3124506063","doi":"10.3386/w23641","title":"Estimating the Value of Higher Education Financial Aid: Evidence from a Field Experiment","year":2017,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Labex Ecodec; Agence Nationale de la Recherche; Sugar Research and Development Corporation","keywords":"Value (mathematics); Field (mathematics); Economics; Econometrics; Mathematics; Statistics","score_opus":0.2310929303801252,"score_gpt":0.4781198095103334,"score_spread":0.24702687913020818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124506063","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":[0.95664275,0.0018247424,0.000022684115,0.0037786188,0.0023022783,0.0008757982,0.000022047081,0.000018699582,0.034512393],"genre_scores_gemma":[0.99258804,0.00003293596,0.0014354106,0.00020730415,0.0042220983,0.00015732757,0.00019909436,0.000020507576,0.0011372527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974659,0.00006743905,0.0007350524,0.0005291908,0.0009597894,0.00024259518],"domain_scores_gemma":[0.99600583,0.0008622494,0.0010605555,0.0007447248,0.0013130647,0.000013561984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002321249,0.00020650856,0.00041715518,0.000507577,0.0003288955,0.00032417517,0.0013221118,0.00022322751,0.0012345694],"category_scores_gemma":[0.0027801092,0.00017956954,0.00022627391,0.00013649775,0.00018876916,0.00064207474,0.0013098562,0.0005269221,0.00013149815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032477538,0.00035172363,0.13793077,0.00081996125,0.0001310579,0.0000017904246,0.00035886187,0.012345739,0.0015200943,0.7492017,0.09301399,0.0039995518],"study_design_scores_gemma":[0.0003131082,0.000024992754,0.08962674,0.0018846384,0.00009333322,1.6543355e-7,0.000034309367,0.045109104,0.0015614183,0.8569865,0.004024796,0.0003408883],"about_ca_topic_score_codex":0.03473578,"about_ca_topic_score_gemma":0.0002589959,"teacher_disagreement_score":0.10778481,"about_ca_system_score_codex":0.0003046039,"about_ca_system_score_gemma":0.00115496,"threshold_uncertainty_score":0.99967843},"labels":[],"label_agreement":null},{"id":"W3124511369","doi":"","title":"An Economic Analysis of Proposals to Improve Coverage of Longevity Risk","year":2014,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Life expectancy; Longevity risk; Generosity; Longevity; Actuarial science; Economics; Annuity; Public economics; Demographic economics; Life annuity; Finance; Political science; Sociology; Gerontology","score_opus":0.011314320274804885,"score_gpt":0.27965434381893867,"score_spread":0.2683400235441338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124511369","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":[0.9863672,0.0000073082265,0.000018633835,0.000036652633,0.00009161502,0.00039194108,0.000041464606,0.000017376444,0.013027757],"genre_scores_gemma":[0.9989862,0.00016976551,0.00025931888,0.00009021566,0.00022592372,0.000027333448,0.000060066912,0.00002954561,0.00015163924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976873,0.000114697206,0.00086082256,0.0006333395,0.0002420796,0.0004617585],"domain_scores_gemma":[0.9979724,0.00024039863,0.00051625137,0.000985066,0.00023866148,0.00004720584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033369206,0.00019698865,0.00077832595,0.0018653669,0.00011086548,0.000114833354,0.00057359063,0.00010698951,0.00036715277],"category_scores_gemma":[0.00069819664,0.0002031866,0.00028109213,0.00090983877,0.00014635084,0.0006783475,0.00029577618,0.00022120513,0.00004342566],"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":[0.000110860776,0.00015281448,0.908073,0.00007878077,0.00014008503,0.0000010843983,0.000062078725,0.020480584,0.0013290737,0.001889908,0.000018209435,0.06766351],"study_design_scores_gemma":[0.00054059504,0.00010550429,0.716953,0.000034332763,0.0003166107,8.426196e-8,0.000101050275,0.2745989,0.00079616765,0.00090636284,0.0053200196,0.0003274059],"about_ca_topic_score_codex":0.0032291408,"about_ca_topic_score_gemma":0.0051385234,"teacher_disagreement_score":0.2541183,"about_ca_system_score_codex":0.00021069989,"about_ca_system_score_gemma":0.000075590026,"threshold_uncertainty_score":0.8285709},"labels":[],"label_agreement":null},{"id":"W3124524014","doi":"","title":"Experimental Evidence on the Impact of Replacing the Incurred Credit Loss Model of Bank Loan Loss Provisions with the International or US Accounting Standards Boards’ Expected Credit Loss Models","year":2019,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loan; Comparability; Business; Stylized fact; Accounting; Actuarial science; Non-performing loan; Economics; Finance; Macroeconomics","score_opus":0.05571459989766052,"score_gpt":0.3363977479742353,"score_spread":0.28068314807657474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124524014","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":[0.99106604,0.00011012788,0.00006508145,0.0007684615,0.00033281668,0.0017967331,0.00021994342,0.000034001183,0.0056068157],"genre_scores_gemma":[0.99785,0.00039914018,0.0000972222,0.00012766372,0.0007183999,0.00023806776,0.00008522288,0.00009168444,0.0003925842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9948674,0.00018557832,0.0012316096,0.0010825152,0.0018824625,0.0007504539],"domain_scores_gemma":[0.9934285,0.0014235576,0.0014601524,0.0020568813,0.0015966917,0.000034191442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052100006,0.0005778989,0.00085279456,0.00069824123,0.00049551495,0.0007740699,0.0028415087,0.00025211825,0.00033237936],"category_scores_gemma":[0.002039526,0.00030650737,0.00049911294,0.00059778005,0.00083286164,0.0012619253,0.003080941,0.0015150757,0.0000069445323],"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":[0.0049186843,0.00049231644,0.10997481,0.00040687405,0.0005355107,0.000035429362,0.0021707485,0.8741876,0.001261144,0.0022460287,0.0022393712,0.0015315035],"study_design_scores_gemma":[0.00094400486,0.0001549513,0.007693929,0.0023287213,0.00009069627,0.0000054101897,0.0021022295,0.98403585,0.0008603311,0.0008531194,0.00037794263,0.0005528108],"about_ca_topic_score_codex":0.0021711583,"about_ca_topic_score_gemma":0.00050432957,"teacher_disagreement_score":0.109848276,"about_ca_system_score_codex":0.0013652378,"about_ca_system_score_gemma":0.001495667,"threshold_uncertainty_score":0.9999387},"labels":[],"label_agreement":null},{"id":"W3124526872","doi":"10.1086/690950","title":"Optimal Financial Knowledge and Wealth Inequality","year":2017,"lang":"en","type":"article","venue":"Journal of Political Economy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":661,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; HEC Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Economics; Inequality; Portfolio; Imperfect; Asset (computer security); Financial asset; National wealth; Finance; Financial economics","score_opus":0.024988222918069517,"score_gpt":0.28962417887974945,"score_spread":0.26463595596167994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124526872","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":[0.9462999,0.00012341827,0.000102806895,0.002363082,0.00037991663,0.00006959766,0.0000023417224,0.000009520348,0.050649397],"genre_scores_gemma":[0.9939144,0.000005731258,0.00040907838,0.0016583105,0.0038421021,0.0000013204532,0.0000020229118,0.000011922362,0.00015509292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867713,0.000015235237,0.0006417365,0.00016591359,0.00011592372,0.00038405397],"domain_scores_gemma":[0.9984892,0.00006179231,0.0007467654,0.0002620937,0.00036441485,0.00007576126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008414016,0.00015130894,0.00042798527,0.00020503337,0.00038138503,0.0005014499,0.00034658387,0.00007704782,0.00023922771],"category_scores_gemma":[0.0008996891,0.00013193404,0.00017184256,0.00005456203,0.00017430693,0.0017950742,0.00024274687,0.00022272965,0.00010681884],"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":[0.00003854989,0.00007965518,0.3287229,0.000088713176,0.000009727891,0.000019202203,0.0000175368,0.0000013310544,0.0000063879575,0.6677204,0.0024720414,0.00082355883],"study_design_scores_gemma":[0.0009577721,0.000045247176,0.8153768,0.00010255595,0.00013128367,0.000013493271,0.000037457114,0.0012913349,0.000026980264,0.04146326,0.14031729,0.00023649038],"about_ca_topic_score_codex":0.000247059,"about_ca_topic_score_gemma":0.000059758513,"teacher_disagreement_score":0.6262571,"about_ca_system_score_codex":0.000064920416,"about_ca_system_score_gemma":0.00012628095,"threshold_uncertainty_score":0.5380114},"labels":[],"label_agreement":null},{"id":"W3124595787","doi":"10.1016/j.jmoneco.2014.09.002","title":"The Economic Stimulus Payments of 2008 and the aggregate demand for consumption","year":2014,"lang":"en","type":"article","venue":"Journal of Monetary Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":231,"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":"University of Chicago; Northwestern University","keywords":"Economics; Consumer spending; Payment; Stimulus (psychology); Consumption (sociology); Disbursement; Permanent income hypothesis; Aggregate demand; Quarter (Canadian coin); Demographic economics; Labour economics; Monetary economics; Macroeconomics; Recession; Finance; Monetary policy","score_opus":0.010845217950350861,"score_gpt":0.20674125952064495,"score_spread":0.19589604157029408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124595787","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":[0.9977381,0.0008203116,0.00016145926,0.000591485,0.00032285566,0.0001649484,0.000003167623,0.0000027632786,0.00019489393],"genre_scores_gemma":[0.997238,0.0016292642,0.00022529188,0.00029444296,0.0005299575,0.0000028427185,0.0000049129003,0.00001149257,0.00006384235],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990688,0.000029104265,0.000625011,0.00009920531,0.000053209922,0.0001246908],"domain_scores_gemma":[0.9980922,0.00043581089,0.001229549,0.00015053037,0.00008055961,0.000011356826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001793303,0.00010691875,0.00030505515,0.000097363605,0.00018950496,0.00014729767,0.0002075386,0.00003671148,0.000019846544],"category_scores_gemma":[0.00011262424,0.00006505777,0.0001642429,0.000026513806,0.00017004505,0.0005275326,0.00006116882,0.00007774539,0.000011793868],"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":[0.0029212,0.0000605018,0.87763256,0.00020065987,0.00043060913,0.000001991315,0.00015566862,0.030513601,0.000063079206,0.04350652,0.008554818,0.035958767],"study_design_scores_gemma":[0.0068649487,0.0000719359,0.28156918,0.00009834319,0.00078452536,0.000016158343,0.000064297164,0.58017546,0.00007475866,0.03430003,0.09571098,0.0002693621],"about_ca_topic_score_codex":0.000083295825,"about_ca_topic_score_gemma":0.00013283547,"teacher_disagreement_score":0.5960634,"about_ca_system_score_codex":0.000029900904,"about_ca_system_score_gemma":0.000019314828,"threshold_uncertainty_score":0.2652979},"labels":[],"label_agreement":null},{"id":"W3124608661","doi":"","title":"Measuring aversion to debt: an experiment among student loan candidates","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Debt; Portfolio; Economics; Framing (construction); Perception; Student loan; Inequity aversion; Loan; Actuarial science; Recourse debt; Monetary economics; Microeconomics; Financial economics; Debt levels and flows; Internal debt; Psychology; Finance","score_opus":0.048810370452597486,"score_gpt":0.2987649384680762,"score_spread":0.24995456801547875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124608661","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":[0.9544899,0.00006561295,0.0000014973184,0.000055680874,0.00054101535,0.0010972134,0.0000065332515,0.0000826327,0.043659944],"genre_scores_gemma":[0.9967594,0.00037728893,0.00035190838,0.00021631076,0.0007474263,0.0002777515,0.00016689181,0.00010558904,0.0009974218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581033,0.00010158292,0.0008812352,0.0014815839,0.000704355,0.001020912],"domain_scores_gemma":[0.99765706,0.00006904672,0.00036387768,0.0014258471,0.00036048406,0.00012370365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022927346,0.00052021426,0.0007341138,0.0016878688,0.00038101006,0.0008012923,0.0014227836,0.00031852408,0.00066653837],"category_scores_gemma":[0.00025715414,0.0005598805,0.00024921406,0.00037101828,0.00015139545,0.0008325339,0.003898442,0.0009221757,0.00023210935],"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":[0.00022652221,0.00047018303,0.9786358,0.00024983558,0.00007565386,0.00007006484,0.0013796221,0.0038588156,0.00048008215,0.00075368444,0.00024015168,0.013559607],"study_design_scores_gemma":[0.0015646892,0.00015400622,0.9311264,0.0015726573,0.00015211484,0.0000015461699,0.003829707,0.02258544,0.0021371997,0.0022039302,0.032084417,0.0025878476],"about_ca_topic_score_codex":0.0061941626,"about_ca_topic_score_gemma":0.007921723,"teacher_disagreement_score":0.047509335,"about_ca_system_score_codex":0.0011241145,"about_ca_system_score_gemma":0.00015696866,"threshold_uncertainty_score":0.9996853},"labels":[],"label_agreement":null},{"id":"W3124648942","doi":"10.1111/sjoe.12478","title":"Premature deaths, accidental bequests, and fairness*","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Agence Nationale de la Recherche","keywords":"Accidental; Economics; Subsidy; Welfare; Optimal tax; Labour economics; Microeconomics; Market economy","score_opus":0.009485679405808784,"score_gpt":0.1947268399567513,"score_spread":0.18524116055094253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124648942","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":[0.9970159,0.0005992206,0.0000072485523,0.0003092969,0.0006800237,0.000098090604,0.000007274153,0.00001171815,0.0012712115],"genre_scores_gemma":[0.9978148,0.00007856418,0.00020790852,0.00061168405,0.0009667559,0.0000034997172,0.000020834574,0.000025433339,0.0002705582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989259,0.00001742931,0.0005243305,0.00018662491,0.0001316903,0.0002139773],"domain_scores_gemma":[0.99887913,0.000021721562,0.00080963585,0.00015398947,0.000106143016,0.000029393696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055766833,0.00016299383,0.00034313116,0.00040453675,0.000353827,0.00027893388,0.0003280862,0.00003901208,0.00078124425],"category_scores_gemma":[0.000045185727,0.00016358156,0.00016809093,0.00022581649,0.000041728985,0.0013334659,0.0003009001,0.0002843703,0.000019101704],"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":[0.00014521087,0.00005734109,0.9792487,0.000038375794,0.000036321377,0.00006439694,0.00011394296,0.00041855665,0.000045631652,0.0143148005,0.00402702,0.0014896787],"study_design_scores_gemma":[0.0033784276,0.00025489964,0.7908742,0.00021724531,0.0006928397,0.0006776985,0.0020566343,0.0044668913,0.00009391901,0.052196983,0.14400661,0.0010836873],"about_ca_topic_score_codex":0.00008698701,"about_ca_topic_score_gemma":0.000073695024,"teacher_disagreement_score":0.18837456,"about_ca_system_score_codex":0.00014907176,"about_ca_system_score_gemma":0.000036578243,"threshold_uncertainty_score":0.85540766},"labels":[],"label_agreement":null},{"id":"W3124663995","doi":"","title":"Household aggregate wealth in the main OECD countries from 1980 to 2011: what do the data tell us?","year":2013,"lang":"en","type":"article","venue":"Questioni di Economia e Finanza (Occasional Papers)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Household debt; Economics; Debt; Convergence (economics); Financial crisis; Aggregate data; Aggregate (composite); National wealth; Macroeconomics; Finance","score_opus":0.023289275208466048,"score_gpt":0.22903191533370537,"score_spread":0.20574264012523932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124663995","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":[0.9819713,0.00096881046,0.000010875122,0.013522995,0.0006220923,0.0010368342,0.0001718077,0.00008166727,0.0016135765],"genre_scores_gemma":[0.96782,0.0006372565,0.0003601365,0.026934601,0.0018385319,0.00020209109,0.0011256931,0.00006845967,0.0010132656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970519,0.00010027031,0.00080939644,0.00096265745,0.00045853195,0.00061723206],"domain_scores_gemma":[0.9973173,0.00040062092,0.00046659066,0.0016467627,0.0001230081,0.000045689238],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014742613,0.000443874,0.00046206015,0.0002659823,0.00072727836,0.002554329,0.0018936637,0.00015553157,0.0039212266],"category_scores_gemma":[0.00016865677,0.0003007859,0.00014561306,0.00033195037,0.00014978301,0.004684285,0.00080591143,0.00036733644,0.011120914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015736259,0.0002186446,0.80937946,0.000070205475,0.000046261073,0.000037629175,0.0003433118,0.0025749675,0.00010972421,0.04013439,0.1390428,0.007885281],"study_design_scores_gemma":[0.00041239007,0.000014815683,0.59440404,0.00018856996,0.00006802058,0.000003352238,0.00031502507,0.0053407038,0.00000562866,0.0022854218,0.39657563,0.00038638624],"about_ca_topic_score_codex":0.019500954,"about_ca_topic_score_gemma":0.0073299548,"teacher_disagreement_score":0.25753284,"about_ca_system_score_codex":0.00015803058,"about_ca_system_score_gemma":0.00012375654,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W3124693207","doi":"10.1017/s1474747212000339","title":"Pension plan risk-taking: does it matter if the sponsor is publicly-traded?","year":2012,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pension; Business; Private pension; Incentive; Sample (material); Pension plan; Plan (archaeology); Actuarial science; Finance; Accounting; Economics","score_opus":0.018806262893496344,"score_gpt":0.21778251741609428,"score_spread":0.19897625452259793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124693207","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":[0.99097705,0.00041149862,0.00001444243,0.006622762,0.0008360188,0.000120455006,0.000010135427,0.0000070037772,0.0010006621],"genre_scores_gemma":[0.9905042,0.0019630273,0.00046576955,0.0050148456,0.0015222159,0.0000024631095,0.000005429574,0.000026621348,0.0004954422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998504,0.000025256724,0.0007285691,0.00022027732,0.00014724021,0.00037469954],"domain_scores_gemma":[0.9968253,0.0001231181,0.0024705508,0.00034088368,0.00020991432,0.00003023625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011941557,0.00022770814,0.00040970705,0.00029702546,0.0005193802,0.00036953678,0.00031575203,0.00009222952,0.0006115644],"category_scores_gemma":[0.00023254809,0.00014041731,0.00022502204,0.00022864642,0.000097330914,0.0019147925,0.00019835636,0.00032516613,0.00022231475],"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":[0.0000848505,0.00008833304,0.95581794,0.000017486052,0.000026445552,0.000006613044,0.00028489096,0.000111600675,0.00004769975,0.009974054,0.03255309,0.000986968],"study_design_scores_gemma":[0.000333174,0.000011733536,0.6442195,0.000054415756,0.00014299458,0.000035665333,0.0002277524,0.002440537,0.000029539366,0.0010935271,0.35120893,0.00020224832],"about_ca_topic_score_codex":0.00022189974,"about_ca_topic_score_gemma":0.00012510152,"teacher_disagreement_score":0.31865582,"about_ca_system_score_codex":0.000036098874,"about_ca_system_score_gemma":0.000030076966,"threshold_uncertainty_score":0.66962016},"labels":[],"label_agreement":null},{"id":"W3124705133","doi":"","title":"An Empirical Analysis of the Displacement Effect of TFSAs on RRSPs","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sample (material); Government (linguistics); Empirical evidence; Revenue; Economics; Public economics; Empirical research; Tax revenue; Actuarial science; Demographic economics; Finance; Statistics","score_opus":0.014999453904655728,"score_gpt":0.3112131644584531,"score_spread":0.29621371055379736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124705133","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":[0.9820068,0.000008085764,2.7323065e-7,0.0000914624,0.000101627294,0.00041548212,0.000006003345,0.0000085451475,0.017361747],"genre_scores_gemma":[0.99919385,0.000036739326,0.000013278719,0.00013523943,0.000086342145,0.000018530309,0.00003402847,0.000019002502,0.00046296866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981047,0.00013885065,0.00052870513,0.0004326029,0.0004419173,0.00035326014],"domain_scores_gemma":[0.99825066,0.0003682295,0.00028552747,0.0009442968,0.00013249388,0.000018816718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021288798,0.00016462813,0.00055771164,0.000992412,0.0000865105,0.00006111199,0.0005677458,0.00008426527,0.00054743624],"category_scores_gemma":[0.00031324488,0.00011837206,0.00033995914,0.001444345,0.00013502807,0.00028280387,0.00026299132,0.00024125028,0.00003517385],"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":[0.00023762386,0.00014181383,0.9863928,0.000086537606,0.00011301782,0.0000010063742,0.000045433288,0.0070725908,0.0006825684,0.0006922301,0.000043629258,0.004490772],"study_design_scores_gemma":[0.00060830306,0.00015276932,0.91298574,0.00006963638,0.0002265568,6.847182e-8,0.00009852772,0.080713145,0.00066231604,0.00006876686,0.004254718,0.00015943428],"about_ca_topic_score_codex":0.000285718,"about_ca_topic_score_gemma":0.00049496937,"teacher_disagreement_score":0.073640555,"about_ca_system_score_codex":0.0001544006,"about_ca_system_score_gemma":0.000039670555,"threshold_uncertainty_score":0.5994043},"labels":[],"label_agreement":null},{"id":"W3124754998","doi":"10.2139/ssrn.3677084","title":"Financial Returns to Household Inventory Management","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Business; Finance; Inventory management; Economics; Operations management","score_opus":0.015946227167566284,"score_gpt":0.20470217307797764,"score_spread":0.18875594591041137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124754998","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":[0.98567045,0.00054457964,0.001654608,0.005292321,0.0005566509,0.00043753654,0.0000024373535,0.0002132684,0.005628156],"genre_scores_gemma":[0.9816997,0.0003076477,0.00014880512,0.012652158,0.0038574738,0.000012806004,0.000015070204,0.000059254588,0.0012471023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963504,0.000021258104,0.00051394646,0.00043611284,0.00062855304,0.0020497306],"domain_scores_gemma":[0.9992538,0.000008262761,0.0002918843,0.00024471598,0.00014381089,0.00005748721],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010138474,0.00029718407,0.00032761338,0.00039785617,0.00036567874,0.00029444718,0.0006414973,0.0000792458,0.00020483446],"category_scores_gemma":[0.00016671476,0.00028694634,0.00026664842,0.0012323745,0.000027818176,0.0008451816,0.00029954582,0.0010756034,0.0008286315],"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":[0.00066856376,0.00022320935,0.2159508,0.0001958019,0.000192069,0.00017094148,0.00032254276,0.0008720971,0.0004893104,0.7053085,0.06716745,0.008438689],"study_design_scores_gemma":[0.0031396837,0.00043044126,0.06986139,0.00022536959,0.0009319192,0.00004405382,0.0017006941,0.0026506023,0.00007450896,0.17751023,0.7415195,0.0019116091],"about_ca_topic_score_codex":0.00009465525,"about_ca_topic_score_gemma":0.00064757373,"teacher_disagreement_score":0.67435205,"about_ca_system_score_codex":0.00041862854,"about_ca_system_score_gemma":0.00027244652,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W3124764931","doi":"","title":"Pension Benefit Insurance and Pension Plan Portfolio Choice","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adverse selection; Moral hazard; Actuarial science; Pension; Plan (archaeology); Portfolio; Pension plan; Business; Private pension; Pension insurance; Test (biology); Face (sociological concept); Finance; Public economics; Economics; Incentive; Microeconomics","score_opus":0.033870359817989644,"score_gpt":0.2770012712521548,"score_spread":0.24313091143416515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124764931","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":[0.95919687,0.00031263122,2.7260845e-7,0.00015939283,0.0004627559,0.000725437,0.000020356652,0.00007980598,0.039042454],"genre_scores_gemma":[0.9819747,0.013912386,0.00018312829,0.0004337161,0.0012259834,0.0000753299,0.00038372754,0.00010326306,0.0017077641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603003,0.00005347994,0.0009592409,0.0014675149,0.0005885201,0.00090118375],"domain_scores_gemma":[0.9975379,0.00027916385,0.0005546428,0.001137136,0.0004229704,0.00006815086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013320289,0.00053916423,0.00089081883,0.0014752221,0.00048239535,0.00043322795,0.00068278116,0.0005050015,0.00018644027],"category_scores_gemma":[0.0007374508,0.00057862373,0.00022877462,0.00045284876,0.00029282935,0.0007282876,0.0026005574,0.0014644072,0.00007591144],"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":[0.00015228566,0.00013472469,0.9597102,0.00039211172,0.00002858185,0.00013447402,0.000071243936,0.002042508,0.00013391323,0.00064581056,0.0007016016,0.035852537],"study_design_scores_gemma":[0.00079394056,0.00002282915,0.9008101,0.00061536336,0.000033345765,0.000011750626,0.000074188334,0.018359752,0.000024111743,0.0016894774,0.07677221,0.00079293095],"about_ca_topic_score_codex":0.0033374513,"about_ca_topic_score_gemma":0.0027264294,"teacher_disagreement_score":0.07607061,"about_ca_system_score_codex":0.00033505374,"about_ca_system_score_gemma":0.00015084447,"threshold_uncertainty_score":0.9996665},"labels":[],"label_agreement":null},{"id":"W3124823504","doi":"","title":"Dynamic Agency with Renegotiation and Managerial Tenure","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Incentive; Agency (philosophy); Agency cost; Principal–agent problem; Economics; Microeconomics; Function (biology); Principal (computer security); Turnover; Econometrics; Finance; Computer science; Corporate governance","score_opus":0.0023735389542207546,"score_gpt":0.17850769864007193,"score_spread":0.17613415968585117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124823504","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":[0.9954247,0.0008435308,0.0010469495,0.00037934136,0.00014282967,0.00012341885,5.495929e-7,0.000050246865,0.0019884587],"genre_scores_gemma":[0.9966045,0.00025093893,0.00013083286,0.0001376768,0.0010047458,0.0000021335948,0.000041204075,0.000028902898,0.0017990733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813265,0.0000132274445,0.00027585516,0.00023649527,0.0003098004,0.0010319832],"domain_scores_gemma":[0.9994012,0.0000089486675,0.00030781247,0.00013266744,0.00014012934,0.000009207408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062231184,0.00018105318,0.00018213116,0.00029043292,0.00034494794,0.00029037293,0.00012247586,0.00005606592,0.000073145326],"category_scores_gemma":[0.00002485196,0.00014578787,0.000068958434,0.00045310103,0.000037557762,0.00095033296,0.000043679505,0.00046356785,0.000046994985],"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":[0.00044868456,0.00020042976,0.5368229,0.00009290937,0.00013300183,0.00007249068,0.000058231963,0.0008565815,0.0013754552,0.44354817,0.0012898842,0.015101255],"study_design_scores_gemma":[0.003031372,0.00017317098,0.48508748,0.00012376509,0.000746421,0.00021498908,0.00033890564,0.012289187,0.000017584209,0.48008794,0.016948877,0.00094031834],"about_ca_topic_score_codex":0.00060485565,"about_ca_topic_score_gemma":0.00619975,"teacher_disagreement_score":0.051735424,"about_ca_system_score_codex":0.00021363595,"about_ca_system_score_gemma":0.0001435922,"threshold_uncertainty_score":0.59450567},"labels":[],"label_agreement":null},{"id":"W3124863604","doi":"","title":"The impact of high school financial education: experimental evidence from Brazil","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Control (management); Finance; Financial plan; Randomized experiment; Point (geometry); Business; Economics; Geography; Management; Medicine","score_opus":0.027461346954344726,"score_gpt":0.3320461026090699,"score_spread":0.3045847556547252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124863604","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":[0.9897282,0.0010920968,3.9087084e-7,0.00023166806,0.0007761594,0.0008681314,0.000019418685,0.000026527016,0.007257386],"genre_scores_gemma":[0.9937301,0.0020168265,0.00018584896,0.00011996546,0.0022487582,0.00033917412,0.00015254281,0.000054061984,0.0011526956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693567,0.000104110855,0.0009614729,0.0008729052,0.0004819179,0.00064395275],"domain_scores_gemma":[0.9968114,0.00050697546,0.00068125123,0.0013857818,0.0005591817,0.000055425367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001337995,0.00039593678,0.0006292483,0.00057102035,0.00037570062,0.0008150689,0.0014133189,0.00031062547,0.0016809058],"category_scores_gemma":[0.0022283038,0.0003260645,0.00043858704,0.00036911317,0.00034492623,0.0009399179,0.0020741865,0.0010271008,0.00021920906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004999452,0.00068791484,0.9009737,0.00022192592,0.00014086648,0.000009161943,0.00024843324,0.0039274488,0.0012004871,0.002640141,0.013454602,0.07599539],"study_design_scores_gemma":[0.00049004005,0.000052356867,0.96958,0.0011678018,0.000043524895,5.940357e-7,0.00037508667,0.009023259,0.00034581215,0.011461683,0.006783519,0.0006763223],"about_ca_topic_score_codex":0.035018597,"about_ca_topic_score_gemma":0.0011092465,"teacher_disagreement_score":0.07531907,"about_ca_system_score_codex":0.001041567,"about_ca_system_score_gemma":0.0016098899,"threshold_uncertainty_score":0.9999191},"labels":[],"label_agreement":null},{"id":"W3124917011","doi":"10.2139/ssrn.3540498","title":"Assessing the Impact of Financial Education Programs: A Quantitative Model","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bureau de Coopération Interuniversitaire; Université du Québec à Montréal","funders":"","keywords":"Selection (genetic algorithm); Contrast (vision); Finance; Actuarial science; Order (exchange); Measure (data warehouse); Econometric model; Econometrics; Business; Economics; Computer science; Machine learning; Artificial intelligence","score_opus":0.023515402869481474,"score_gpt":0.3298049353824651,"score_spread":0.30628953251298363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124917011","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":[0.9938209,0.00040937128,0.0033912095,0.00015269131,0.00015639536,0.00018072112,3.5353182e-7,0.000021715832,0.0018666519],"genre_scores_gemma":[0.9977961,0.000058270896,0.00036476,0.00013887911,0.0013473921,0.000007679316,0.000011772364,0.000021565098,0.00025356244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980193,0.000030393998,0.00039394846,0.00018301503,0.0003281482,0.0010451962],"domain_scores_gemma":[0.9982792,0.000020118965,0.0006349774,0.00019083812,0.0008635805,0.000011294911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016680189,0.00017615296,0.00021704461,0.0002622005,0.00048080264,0.00038075438,0.00033879225,0.000055196684,0.000048921807],"category_scores_gemma":[0.0003210853,0.00011449542,0.00027656517,0.00082043745,0.00013677478,0.0017494347,0.00006396917,0.00059219357,0.000047369624],"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":[0.00015934698,0.000523592,0.37073103,0.000030162639,0.00011022154,7.600831e-7,0.0004889957,0.0004892492,0.0009468254,0.5762854,0.0013665966,0.048867792],"study_design_scores_gemma":[0.0006992421,0.00038786643,0.11225399,0.0002159233,0.00036106314,0.000026374144,0.0022080897,0.16607758,0.00003874704,0.7165168,0.00075422856,0.0004600879],"about_ca_topic_score_codex":0.0011390841,"about_ca_topic_score_gemma":0.0010338617,"teacher_disagreement_score":0.25847703,"about_ca_system_score_codex":0.00038777277,"about_ca_system_score_gemma":0.0032510932,"threshold_uncertainty_score":0.57672995},"labels":[],"label_agreement":null},{"id":"W3124931311","doi":"","title":"Does One Size Fit All? The CPI and Canadian Seniors","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Inflation (cosmology); Economics; Price index; Falling (accident); Percentage point; Index (typography); Econometrics; Consumer price index (South Africa); Inflation rate; Producer price index; Point (geometry); Cost of living; Price level; Demographic economics; Monetary policy; Monetary economics; Macroeconomics; Mathematics; Psychology; Finance; Computer science","score_opus":0.026918676775778128,"score_gpt":0.27306488101154136,"score_spread":0.24614620423576322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124931311","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":[0.94244856,0.00012838659,8.496197e-8,0.0069048065,0.0004431369,0.0008599572,0.000031861076,0.0000425437,0.04914064],"genre_scores_gemma":[0.9856724,0.0032536513,0.0002086931,0.002188429,0.0021434263,0.00012221497,0.00009496712,0.000077999546,0.0062382226],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969584,0.00007615985,0.0006473318,0.00094966765,0.00038230015,0.0009861805],"domain_scores_gemma":[0.9979601,0.00041813578,0.00027362647,0.0010389526,0.0002221256,0.00008706686],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023207352,0.00038413634,0.00055850163,0.0008014654,0.00043643275,0.000967021,0.00091225724,0.00035252373,0.0009110305],"category_scores_gemma":[0.0009705311,0.00026316717,0.00019043987,0.00029952565,0.00031352104,0.0004171593,0.0014831416,0.0013099887,0.00008901014],"study_design_candidate":"observational","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":[0.00013682582,0.00018665491,0.8310022,0.0006439921,0.00026542542,0.00010222618,0.0006749218,0.0034265383,0.00006625618,0.0034626648,0.0027976132,0.15723468],"study_design_scores_gemma":[0.00050004426,0.00001086387,0.30082676,0.00028431043,0.00010365261,0.0000014380399,0.0005797895,0.018718094,0.00001180461,0.00399413,0.67415166,0.0008174542],"about_ca_topic_score_codex":0.103238635,"about_ca_topic_score_gemma":0.53602386,"teacher_disagreement_score":0.67135406,"about_ca_system_score_codex":0.0006856287,"about_ca_system_score_gemma":0.00037874587,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W3124949082","doi":"","title":"Retirement and the Stock Market Bubble","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock market; Quarter (Canadian coin); Economics; Health and Retirement Study; Stock (firearms); Stock market bubble; Portfolio; Demographic economics; Labour economics; Financial economics; Medicine","score_opus":0.030619050626991908,"score_gpt":0.2710467103466628,"score_spread":0.24042765971967087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124949082","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":[0.622386,0.00072468055,0.0000010131292,0.0018933252,0.00057750306,0.001889801,0.000016349466,0.0000769645,0.3724344],"genre_scores_gemma":[0.96300876,0.010791448,0.00023342967,0.0009851858,0.0016764374,0.00046014192,0.00009162155,0.00012001226,0.022632938],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966162,0.0001570774,0.0008372413,0.0010478586,0.0005409358,0.00080071064],"domain_scores_gemma":[0.9976695,0.00037642376,0.00042306454,0.0012390502,0.00025527584,0.000036678874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042063496,0.00041947313,0.0007277851,0.00076062145,0.00042503542,0.00087069714,0.0009205686,0.00029795154,0.00176208],"category_scores_gemma":[0.0008047563,0.00034820393,0.0002582343,0.00034597894,0.00057311135,0.0003517528,0.0031229048,0.0013157452,0.00007588557],"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":[0.0015737045,0.00055856147,0.71393245,0.0026848947,0.00033057394,0.00012755828,0.00060236215,0.002418287,0.000029289764,0.021235032,0.027957525,0.22854978],"study_design_scores_gemma":[0.0038815155,0.00003135654,0.12456477,0.00070864375,0.00017688355,0.0000032278479,0.00043040563,0.30354017,0.000008055872,0.01674837,0.54856634,0.0013402423],"about_ca_topic_score_codex":0.0009221066,"about_ca_topic_score_gemma":0.0008563477,"teacher_disagreement_score":0.5893677,"about_ca_system_score_codex":0.0003829157,"about_ca_system_score_gemma":0.00008376482,"threshold_uncertainty_score":0.999897},"labels":[],"label_agreement":null},{"id":"W3124978668","doi":"","title":"Moving Beyond the ‘DB vs. DC’ Debate: The Appeal of Hybrid Pension Plans","year":2009,"lang":"en","type":"article","venue":"Rotman International Journal of Pension Management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Appeal; Pension plan; Indexation; Business; Plan (archaeology); Key (lock); Pension fund; Actuarial science; Finance; Risk analysis (engineering); Economics; Computer science; Political science; Monetary economics","score_opus":0.009824536038033967,"score_gpt":0.23607518754507134,"score_spread":0.22625065150703738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124978668","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":[0.9753959,0.00018272406,0.0010021975,0.0120961955,0.0018631943,0.0005064478,0.000005907702,0.00003389932,0.008913517],"genre_scores_gemma":[0.99128664,0.00014689582,0.00041772,0.00613603,0.0013195263,0.0000033347515,0.000034269622,0.000021796153,0.00063381076],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99653435,0.000055324228,0.0011013348,0.00027133763,0.0017465283,0.00029110684],"domain_scores_gemma":[0.9969173,0.00009824568,0.0014952855,0.00041752984,0.0010460985,0.000025510675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015115145,0.000272618,0.0003710434,0.0006404171,0.00031492053,0.0003499142,0.0014055807,0.000037128826,0.00044694854],"category_scores_gemma":[0.00014416887,0.00016444101,0.00038517083,0.00041844582,0.00008845178,0.00091856974,0.0004486502,0.00030011736,0.000117797936],"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":[0.0035878078,0.0017406889,0.13756286,0.00033829035,0.0012740808,0.003829239,0.00082175905,0.018260865,0.007616502,0.35993284,0.39484504,0.070190035],"study_design_scores_gemma":[0.0040371707,0.0002775826,0.65864164,0.0012024491,0.0014827017,0.00034187204,0.0011395753,0.028199838,0.0016527278,0.039138205,0.2629383,0.00094793574],"about_ca_topic_score_codex":0.00012439764,"about_ca_topic_score_gemma":0.00006467438,"teacher_disagreement_score":0.52107877,"about_ca_system_score_codex":0.00009149471,"about_ca_system_score_gemma":0.000024171233,"threshold_uncertainty_score":0.67057097},"labels":[],"label_agreement":null},{"id":"W3124984103","doi":"10.1086/675308","title":"Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model","year":2014,"lang":"en","type":"article","venue":"Journal of Labor Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":208,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dropout (neural networks); Earnings; Psychology; School dropout; Economics; Demographic economics; Mathematics education; Computer science; Machine learning; Finance","score_opus":0.050343066861182985,"score_gpt":0.2991100853577987,"score_spread":0.24876701849661573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124984103","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":[0.99809337,0.00006163334,0.0011675626,0.00029108478,0.0001325751,0.0000678611,0.000008238008,0.000011955915,0.00016572484],"genre_scores_gemma":[0.989706,0.000051045125,0.009153132,0.0003045593,0.0006784957,8.1973553e-7,0.000012023522,0.000023028624,0.00007092155],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891084,0.000009595955,0.0005653966,0.0002098829,0.00010853235,0.00019575418],"domain_scores_gemma":[0.99897146,0.000040517367,0.0005140571,0.00020516505,0.00023651293,0.00003230827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066741434,0.00013883515,0.00030637567,0.0003747003,0.0002449146,0.00016305764,0.00035543225,0.000052246083,0.00002126558],"category_scores_gemma":[0.00028237127,0.00013764935,0.00004306306,0.00026197947,0.000029396539,0.0024021172,0.0002787016,0.00024501802,0.000023755923],"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":[0.00007127009,0.000019634743,0.80241483,0.000053530348,0.00002266636,0.0000027272877,0.00014327519,0.19197904,0.00042608404,0.003733973,0.00045315336,0.0006798149],"study_design_scores_gemma":[0.00032264533,0.00001697747,0.048088856,0.000079216894,0.00013470155,0.000010064368,0.000104783125,0.9469716,0.0000145718195,0.0003455196,0.003755029,0.0001560684],"about_ca_topic_score_codex":0.000022425189,"about_ca_topic_score_gemma":0.00005255688,"teacher_disagreement_score":0.75499254,"about_ca_system_score_codex":0.00006004585,"about_ca_system_score_gemma":0.00005721763,"threshold_uncertainty_score":0.56131774},"labels":[],"label_agreement":null},{"id":"W3125018252","doi":"10.3386/w20297","title":"Financial Literacy and Retirement Planning in Canada","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"Autorité des Marchés Financiers","keywords":"Financial literacy; Literacy; Business; Finance; Economics; Economic growth","score_opus":0.13343003674922263,"score_gpt":0.41167443255791,"score_spread":0.2782443958086873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125018252","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":[0.97297215,0.00031245273,0.0000021920155,0.0006414636,0.00039412928,0.00044274828,0.000018458892,0.000009797902,0.025206575],"genre_scores_gemma":[0.9976664,0.00003256403,0.00013966206,0.00028954248,0.0011990222,0.000060659728,0.00038189284,0.000024562596,0.00020564887],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99711305,0.000058153666,0.00082813716,0.0006372098,0.0009438851,0.0004195551],"domain_scores_gemma":[0.998271,0.00032811306,0.00042649196,0.00029090664,0.0006643206,0.000019181329],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025509105,0.00024212518,0.00052077835,0.0012479735,0.00012901713,0.00023647255,0.0004927947,0.0001662367,0.00027468696],"category_scores_gemma":[0.00084649376,0.00026773935,0.00008436982,0.0002817228,0.000093032344,0.00039658698,0.0010654303,0.00070056523,0.000041643172],"study_design_candidate":"observational","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":[0.00013699733,0.000051018884,0.6931728,0.0008054518,0.000024581595,0.00001735571,0.000090992566,0.0097812135,0.000032353622,0.27775413,0.016718643,0.001414451],"study_design_scores_gemma":[0.00091340445,0.000017468237,0.32489306,0.0010131889,0.00003108608,7.7173405e-7,0.00004731095,0.10496431,0.000047763497,0.5512257,0.016221873,0.0006240281],"about_ca_topic_score_codex":0.79179525,"about_ca_topic_score_gemma":0.5293125,"teacher_disagreement_score":0.36827976,"about_ca_system_score_codex":0.0014377575,"about_ca_system_score_gemma":0.0020882618,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W3125066803","doi":"10.2139/ssrn.1227442","title":"Hedging Labor Income Risk","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Economics; Labour economics; Business","score_opus":0.0032678969583548262,"score_gpt":0.2030083626260645,"score_spread":0.19974046566770967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125066803","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":[0.9959751,0.0003659102,0.00026295008,0.00042396932,0.0007284931,0.000094705436,0.0000012356738,0.000089504414,0.0020581754],"genre_scores_gemma":[0.99401623,0.00033301173,0.00015760984,0.000486707,0.003767149,0.0000037643542,0.000009651277,0.000042439187,0.0011834444],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996976,0.000019861158,0.00040968202,0.00027074732,0.00041650046,0.0019071659],"domain_scores_gemma":[0.9988519,0.000032540232,0.00049873727,0.00028967892,0.00030352754,0.000023616034],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023892017,0.00022708338,0.00025533175,0.00044855816,0.0006456163,0.00040699236,0.00047009895,0.000095055235,0.00053126144],"category_scores_gemma":[0.0004018552,0.0001983362,0.00020409678,0.00079217326,0.000050886436,0.0013049811,0.00013031662,0.002690026,0.0007112123],"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":[0.000027655495,0.00004013843,0.8017774,0.000009900379,0.000034719134,0.0000063980197,0.00001936755,0.000013137945,0.0008822335,0.19016947,0.00020476557,0.006814776],"study_design_scores_gemma":[0.0014929548,0.000051183055,0.38516223,0.000056053563,0.00044649112,0.00008885583,0.00040237512,0.0033251692,0.00008926314,0.50555104,0.102515236,0.0008191417],"about_ca_topic_score_codex":0.00071432994,"about_ca_topic_score_gemma":0.006453754,"teacher_disagreement_score":0.4166152,"about_ca_system_score_codex":0.00017100389,"about_ca_system_score_gemma":0.00036233483,"threshold_uncertainty_score":0.9996108},"labels":[],"label_agreement":null},{"id":"W3125074051","doi":"10.20381/ruor-25582","title":"The 'Trendiness' of Sleep: An Empirical Investigation into the Cyclical Nature of Sleep Time","year":2009,"lang":"en","type":"preprint","venue":"uO Research (University of Ottawa)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sleep (system call); Affect (linguistics); Unemployment; Recession; Economics; Great recession; Sleep deprivation; Unemployment rate; Demographic economics; Work (physics); Circadian rhythm; Psychology; Monetary economics; Medicine; Labour economics; Endocrinology; Macroeconomics","score_opus":0.03177754604376072,"score_gpt":0.30613089125400444,"score_spread":0.27435334521024374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125074051","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":[0.98717177,0.00012618715,0.00003168127,0.0060192966,0.00010827496,0.0004819516,0.000012796892,0.000035696095,0.0060123745],"genre_scores_gemma":[0.9973369,0.000072118084,0.00058117526,0.00011320024,0.00035890975,0.0000013022236,0.0002990148,0.00002112804,0.0012162179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663895,0.00028149094,0.00042557967,0.0005390286,0.0017203634,0.00039456916],"domain_scores_gemma":[0.9961537,0.00034580636,0.0007063613,0.0010673978,0.0016822937,0.000044444936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031477734,0.0002457031,0.00053667603,0.0008893838,0.00072256365,0.00012168735,0.002145401,0.0004824536,0.00028620232],"category_scores_gemma":[0.0006876247,0.00019077527,0.0003417676,0.0017679788,0.0011929681,0.0006295359,0.0018270307,0.0014369913,0.000056653233],"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":[0.00016261834,0.0004657016,0.8991705,0.0008578135,0.00022158983,0.000032804364,0.0019285746,0.0005775265,0.00220714,0.051786803,0.030398905,0.012190028],"study_design_scores_gemma":[0.0005069338,0.00008571085,0.8860978,0.00024854942,0.0002776895,4.4753565e-7,0.0009890494,0.041350294,0.00025097246,0.024430968,0.04542902,0.0003325919],"about_ca_topic_score_codex":0.0020221618,"about_ca_topic_score_gemma":0.0024175737,"teacher_disagreement_score":0.040772766,"about_ca_system_score_codex":0.00009828726,"about_ca_system_score_gemma":0.0001261622,"threshold_uncertainty_score":0.777959},"labels":[],"label_agreement":null},{"id":"W3125086075","doi":"","title":"The Causes of Household Bankruptcy: The Interaction of Income Shocks and Balance Sheets","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Balance sheet; Shock (circulatory); Net worth; Debt; Economics; Payment; Net income; Balance (ability); Government (linguistics); Business; Monetary economics; Finance","score_opus":0.029707767737083998,"score_gpt":0.28484062829639073,"score_spread":0.25513286055930673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125086075","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":[0.98350656,0.00025825715,0.0000010419219,0.00049557973,0.0003824406,0.0004857735,0.00002178711,0.000017166176,0.014831368],"genre_scores_gemma":[0.99448967,0.0044963295,0.000018960749,0.00006905198,0.00040911144,0.000059681057,0.000015020681,0.00003684885,0.00040534599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979075,0.00009121646,0.0007906743,0.00048708363,0.00032916435,0.00039435836],"domain_scores_gemma":[0.9972517,0.0008191342,0.0006951312,0.00094198115,0.0002763656,0.000015670128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022659644,0.00023531706,0.00047669103,0.0004343423,0.00023971598,0.00022482972,0.000776994,0.00017223203,0.000063250256],"category_scores_gemma":[0.00078668736,0.00014688949,0.0001613966,0.00022138012,0.00051404024,0.00036176946,0.0017737355,0.0006370049,0.000004634581],"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":[0.0002394154,0.00007303008,0.95739156,0.00052514306,0.00009338473,0.0000049204077,0.00014301528,0.0007911227,0.00039774802,0.0038052483,0.00023693715,0.03629848],"study_design_scores_gemma":[0.0010430103,0.000050371436,0.91031384,0.0021481991,0.00012487658,0.0000029777082,0.00088556384,0.018795703,0.00057842914,0.012827072,0.052517485,0.0007124476],"about_ca_topic_score_codex":0.00057395524,"about_ca_topic_score_gemma":0.0009066208,"teacher_disagreement_score":0.05228055,"about_ca_system_score_codex":0.00016966727,"about_ca_system_score_gemma":0.00010431533,"threshold_uncertainty_score":0.59899795},"labels":[],"label_agreement":null},{"id":"W3125136171","doi":"","title":"Capital Income Flows and the Relative Well-Being of America's Aged Population","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Economics; Equity (law); Household income; Distribution (mathematics); Income distribution; Quarter (Canadian coin); Pension; Residence; Permanent income hypothesis; Demographic economics; Inequality; Geography; Demography; Finance; Market liquidity","score_opus":0.012737244484145052,"score_gpt":0.26817927814547304,"score_spread":0.255442033661328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125136171","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":[0.964912,0.00011922255,0.000007955193,0.00017898784,0.00021028072,0.0007340138,0.000003413391,0.000024352013,0.03380977],"genre_scores_gemma":[0.99694854,0.0013046447,0.00049764384,0.00015313856,0.0004127628,0.000046475765,0.00014605398,0.000045081288,0.00044565272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974685,0.00013564336,0.0008964399,0.0006415302,0.000391581,0.00046633286],"domain_scores_gemma":[0.99795336,0.00050515,0.00065267103,0.00065103016,0.0002153073,0.00002246735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032097576,0.00028616816,0.00068531104,0.001039258,0.00026198584,0.00022839259,0.0004646568,0.00024697775,0.000118767726],"category_scores_gemma":[0.00090953434,0.0002459279,0.00022760108,0.0004378779,0.00043259145,0.00050992344,0.0015274195,0.001095283,0.000018050001],"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":[0.00042578127,0.000082826424,0.9449133,0.00044946457,0.000110556386,0.000021528966,0.0011552983,0.004503107,0.000044894292,0.015129729,0.000029500194,0.033133972],"study_design_scores_gemma":[0.0013606057,0.000016318561,0.88458425,0.00043307885,0.00009081387,9.455501e-7,0.00057101535,0.074463956,0.000009175348,0.03491375,0.003086117,0.00046998862],"about_ca_topic_score_codex":0.004531645,"about_ca_topic_score_gemma":0.0019331995,"teacher_disagreement_score":0.06996085,"about_ca_system_score_codex":0.0002795119,"about_ca_system_score_gemma":0.000052781026,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W3125147193","doi":"10.1017/asb.2014.13","title":"STATE-DEPENDENT FEES FOR VARIABLE ANNUITY GUARANTEES","year":2014,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Actua; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Annuity; Surrender; Moneyness; Variable (mathematics); Incentive; Actuarial science; Economics; Life annuity; Payment; State variable; Embedded option; Value (mathematics); Business; Monetary economics; Finance; Interest rate; Microeconomics; Mathematics; Statistics","score_opus":0.00869384408384613,"score_gpt":0.20300356835001718,"score_spread":0.19430972426617105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125147193","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":[0.95236254,0.00015285633,0.017830253,0.0026374827,0.0010789572,0.0010152108,0.000028687113,0.0005248512,0.024369156],"genre_scores_gemma":[0.9844274,0.0000052260716,0.0043924265,0.0024702374,0.0014720338,0.000063838466,0.00011824516,0.000060911956,0.0069896644],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982102,0.000023566523,0.00043681325,0.0004815908,0.00036558448,0.00048223473],"domain_scores_gemma":[0.9987753,0.00017789325,0.00028096067,0.0003621971,0.00038505052,0.000018574285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010961698,0.00026175787,0.0003511648,0.00019706266,0.00032871513,0.0003324825,0.00036041098,0.000071316885,0.0025347476],"category_scores_gemma":[0.00092674297,0.00024556534,0.00014021475,0.00032432246,0.00004968321,0.0002536525,0.00020253779,0.00011308511,0.0017111426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004165177,0.00037800963,0.5706427,0.00069384184,0.00006464309,0.000009273085,0.00010243326,0.001242283,0.0022308945,0.065881126,0.3466124,0.011725866],"study_design_scores_gemma":[0.00084710156,0.000029353007,0.045275293,0.000081775695,0.000110404566,7.183561e-7,0.00002945114,0.0058327913,0.00019084397,0.0061774375,0.94101834,0.00040647687],"about_ca_topic_score_codex":0.001391795,"about_ca_topic_score_gemma":0.00014928749,"teacher_disagreement_score":0.59440595,"about_ca_system_score_codex":0.000027215838,"about_ca_system_score_gemma":0.000015640268,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W3125150474","doi":"","title":"A Quarter Century of Pension Reform in Latin America and the Caribbean: Lessons Learned and Next Steps","year":2005,"lang":"en","type":"article","venue":"IDB Publications (Books)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Quarter (Canadian coin); Social security; Context (archaeology); Pension; Political science; Economic growth; Pension system; Development economics; Economics; Geography","score_opus":0.029196601168900816,"score_gpt":0.2555440457598104,"score_spread":0.22634744459090955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125150474","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":[0.8910605,0.00079992146,0.000041116764,0.06505315,0.000056533943,0.0006927915,0.000009336229,0.000091451366,0.04219522],"genre_scores_gemma":[0.9972437,0.00017372423,0.0003331125,0.0012035915,0.0001683164,0.000045940607,0.000059830123,0.00001388627,0.0007579184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988108,0.000027962416,0.00042192964,0.00030022502,0.00022641903,0.0002126572],"domain_scores_gemma":[0.99896026,0.00007391183,0.00030754058,0.00041252488,0.00022889853,0.000016855654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035268447,0.00014590527,0.0002660112,0.0004523738,0.00021326126,0.00029747543,0.00019071509,0.000054240576,0.00011493304],"category_scores_gemma":[0.00015844929,0.00010943689,0.000063795764,0.0007642979,0.000213825,0.0011443241,0.00018753846,0.00014097645,0.000041240808],"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":[0.00020889333,0.00032114878,0.2088781,0.00016290447,0.000047869275,0.0000015839419,0.0026198959,0.00004581206,0.0011715207,0.6925048,0.009866991,0.08417043],"study_design_scores_gemma":[0.001687809,0.000011687731,0.44368473,0.000058584577,0.00012832329,0.0000013912047,0.0013708262,0.020543655,0.00001811687,0.0018101023,0.530412,0.0002727321],"about_ca_topic_score_codex":0.0028129811,"about_ca_topic_score_gemma":0.0017234638,"teacher_disagreement_score":0.69069475,"about_ca_system_score_codex":0.000048508828,"about_ca_system_score_gemma":0.000024138697,"threshold_uncertainty_score":0.44627067},"labels":[],"label_agreement":null},{"id":"W3125166140","doi":"","title":"Inheritances and the Distribution of Wealth or Whatever Happened to the Great Inheritance Boom? Results from the SCF and PSID","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; National wealth; Panel Study of Income Dynamics; Quarter (Canadian coin); Inheritance (genetic algorithm); Demographic economics; Net worth; Distribution (mathematics); Boom; Consumption (sociology); Transfer (computing); Bust; Percentage point; Fell; Labour economics; Inequality; Value (mathematics); Geography; Debt; Macroeconomics; Statistics; Finance; Mathematics","score_opus":0.03844835958780084,"score_gpt":0.27725872278642144,"score_spread":0.2388103631986206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125166140","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":[0.989208,0.00086930516,0.0000032731468,0.004102,0.0002461474,0.0013052518,0.00016438999,0.000017660755,0.0040839706],"genre_scores_gemma":[0.9880103,0.0099334065,0.00008275679,0.00062380073,0.00050902774,0.00013853473,0.00019177474,0.000030569707,0.00047982135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744385,0.00020646986,0.0007968361,0.0007742198,0.00032860256,0.00045000284],"domain_scores_gemma":[0.9971611,0.00086346944,0.0006279478,0.0010672661,0.00025102476,0.000029186187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038404856,0.00029534654,0.0005608351,0.0001252801,0.00048008087,0.00053780683,0.000899769,0.00017570962,0.000054520973],"category_scores_gemma":[0.0018832746,0.00015740351,0.00010890087,0.00033554735,0.000740632,0.0003887973,0.0018723146,0.00069130136,0.000010414313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020653367,0.00027405695,0.66956025,0.0009541104,0.0004687567,0.000037884358,0.0067754313,0.001603796,0.000084181534,0.018620443,0.007486522,0.27348116],"study_design_scores_gemma":[0.0032236546,0.000065575754,0.84806335,0.0013972855,0.00016721115,0.0000020634552,0.0026751345,0.009377521,0.000057657042,0.01573591,0.11852512,0.00070950616],"about_ca_topic_score_codex":0.006760619,"about_ca_topic_score_gemma":0.014303939,"teacher_disagreement_score":0.27277166,"about_ca_system_score_codex":0.00013290935,"about_ca_system_score_gemma":0.00011227205,"threshold_uncertainty_score":0.99985343},"labels":[],"label_agreement":null},{"id":"W3125206777","doi":"","title":"Who is screened out of social insurance programs by entry barriers? Evidence from consumer bankruptcies","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Debt; Balance sheet; Business; Balance (ability); Barriers to entry; Finance; Actuarial science; Industrial organization","score_opus":0.04994297418472818,"score_gpt":0.3096475836137745,"score_spread":0.2597046094290463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125206777","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":[0.98454213,0.0011118957,0.0000014726737,0.00047859232,0.00045265598,0.0009431978,0.0002925876,0.000060866278,0.01211662],"genre_scores_gemma":[0.99274904,0.003063599,0.00019126463,0.00032513324,0.00090187264,0.00016191094,0.0005321782,0.0000898494,0.0019851695],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563825,0.00015278728,0.0012004988,0.0012701659,0.000871717,0.00086655974],"domain_scores_gemma":[0.9967602,0.00027008323,0.0008980288,0.001023548,0.00096784113,0.000080288264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023563385,0.0005166797,0.0011649003,0.0006081102,0.00027755884,0.00061917957,0.0013423152,0.0005595752,0.00066283083],"category_scores_gemma":[0.0015379161,0.0005639202,0.00037810323,0.00042223846,0.00075706554,0.0009389722,0.002213122,0.001158669,0.0000828138],"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":[0.00034873406,0.00012885168,0.9546909,0.0005051186,0.00014675634,0.000012049649,0.0010991677,0.00007956239,0.00021120415,0.00015169123,0.009087261,0.033538755],"study_design_scores_gemma":[0.0045844237,0.000139586,0.42757383,0.007197799,0.00050391455,8.047289e-7,0.0051807817,0.029234564,0.0009891463,0.009789501,0.510535,0.0042706137],"about_ca_topic_score_codex":0.003309984,"about_ca_topic_score_gemma":0.0015093939,"teacher_disagreement_score":0.527117,"about_ca_system_score_codex":0.00045797252,"about_ca_system_score_gemma":0.00050266937,"threshold_uncertainty_score":0.99968123},"labels":[],"label_agreement":null},{"id":"W3125210097","doi":"","title":"Income Adequacy in Retirement: Accounting for the Annuitized Value of Wealth in Canada","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Welfare; Economics; Comprehensive income; Labour economics; Demographic economics; Adjusted gross income; Gross income; Business; Finance; Public economics","score_opus":0.03165592319273278,"score_gpt":0.28236455210813083,"score_spread":0.250708628915398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125210097","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":[0.9860468,0.00017105219,0.0000014236878,0.00024852762,0.0004691308,0.0019556717,0.00003561066,0.00001436479,0.01105745],"genre_scores_gemma":[0.9972067,0.0012065053,0.00018947756,0.00023641023,0.00038976897,0.0004034566,0.00010238934,0.00007414322,0.00019116953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568284,0.00012034492,0.0016975475,0.00091868395,0.0005242195,0.0010563862],"domain_scores_gemma":[0.99682665,0.00082547514,0.0009095205,0.0010670635,0.00034177554,0.000029527626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053730835,0.0003980388,0.0009765713,0.0014095029,0.00017302088,0.00017640798,0.001428744,0.00024749647,0.00018781512],"category_scores_gemma":[0.0015283688,0.000377369,0.00021643755,0.00074912084,0.00015763186,0.0004354782,0.0017494233,0.0012441153,0.000006063374],"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":[0.00026852492,0.00009183614,0.9740474,0.0011378578,0.00003275476,0.000016258891,0.00022098524,0.005675581,0.000019108544,0.0039423024,0.000076796736,0.014470556],"study_design_scores_gemma":[0.0018816566,0.000019475254,0.8690133,0.0015021281,0.00004750346,3.6565112e-7,0.0012005738,0.108969316,0.000038019065,0.0076185423,0.009030032,0.0006790756],"about_ca_topic_score_codex":0.8339418,"about_ca_topic_score_gemma":0.9361802,"teacher_disagreement_score":0.10503413,"about_ca_system_score_codex":0.0022923364,"about_ca_system_score_gemma":0.002047313,"threshold_uncertainty_score":0.9998678},"labels":[],"label_agreement":null},{"id":"W3125221960","doi":"10.1111/jofi.13447","title":"In the Red: Overdrafts, Payday Lending, and the Underbanked","year":2025,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Leonard N. Stern School of Business, New York University; Queen's University; National Science Foundation","keywords":"Overdraft; Business; Chemistry; Finance","score_opus":0.007159023517276666,"score_gpt":0.22591009505816115,"score_spread":0.21875107154088447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125221960","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":[0.9559113,0.0034463927,0.000114203256,0.031948328,0.00041717637,0.00022406358,4.95299e-7,0.0000064673523,0.007931601],"genre_scores_gemma":[0.99123776,0.00078742526,0.000030359308,0.0064060185,0.00036322718,0.0000025236868,3.991915e-7,0.000005875119,0.0011664021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989587,0.00008447141,0.00041943297,0.00008845396,0.00028015883,0.00016876166],"domain_scores_gemma":[0.998813,0.0003083394,0.00049229496,0.00026626547,0.000117616975,0.0000024825902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027713918,0.000117529846,0.00023616021,0.00015445301,0.0002826067,0.00016242257,0.00059283635,0.00003226541,0.000035822773],"category_scores_gemma":[0.00031766118,0.00005063736,0.000099404846,0.0008160316,0.00017220117,0.0005951746,0.00012164431,0.00029265258,0.000010084398],"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":[0.0013576228,0.0001558845,0.16202022,0.00014857008,0.000074092706,0.00006665346,0.001992844,0.00047391927,0.00030594936,0.62930125,0.19885716,0.0052458635],"study_design_scores_gemma":[0.0022967767,0.00001787167,0.4869571,0.00036588337,0.0003305099,0.000017513228,0.00050131656,0.0021365674,0.000035886926,0.07962545,0.42755532,0.00015979694],"about_ca_topic_score_codex":0.0002799313,"about_ca_topic_score_gemma":0.00017079584,"teacher_disagreement_score":0.54967576,"about_ca_system_score_codex":0.000023716055,"about_ca_system_score_gemma":0.000026802718,"threshold_uncertainty_score":0.21736108},"labels":[],"label_agreement":null},{"id":"W3125472530","doi":"","title":"Price Expectations and Consumption under Deflation: Evidence from Japanese Household Survey Data","year":2005,"lang":"en","type":"preprint","venue":"Institutional Repositories DataBase (IRDB)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deflation; Economics; Quarter (Canadian coin); Consumption (sociology); Price level; Monetary economics; Rational expectations; Inflation (cosmology); Personal consumption expenditures price index; Monetary policy; Macroeconomics; Consumer confidence index","score_opus":0.15036281364289064,"score_gpt":0.31176712823452557,"score_spread":0.16140431459163493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125472530","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":[0.9832676,0.0048214514,0.0027075636,0.00028591973,0.0032477807,0.00068658066,0.0041714925,0.0003036958,0.00050791295],"genre_scores_gemma":[0.9316506,0.00039065361,0.0031797704,0.00032388137,0.005508392,0.00007182758,0.058650713,0.00004627251,0.00017788651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957057,0.00010300931,0.0010066195,0.0016121926,0.0012107559,0.0003616854],"domain_scores_gemma":[0.99535733,0.0006591459,0.00091367407,0.0021876905,0.0008232484,0.00005888804],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008894042,0.0005704875,0.0005506095,0.00040859825,0.0009941859,0.0015094412,0.0010532105,0.00029048996,0.00020853104],"category_scores_gemma":[0.002271771,0.0005974422,0.00010559913,0.0005800083,0.00041836122,0.0065757437,0.0037907949,0.00057384506,0.00020912096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030344885,0.00025680687,0.97567546,0.0005846872,0.0002003996,0.00009889281,0.00033221953,0.003767347,0.0005659492,0.0074225683,0.010593207,0.00019902858],"study_design_scores_gemma":[0.0005027615,0.000006144112,0.9674552,0.0018937369,0.0007400892,0.000015355768,0.00015568652,0.01664724,0.00005964617,0.0004725654,0.010965836,0.0010857108],"about_ca_topic_score_codex":0.03022053,"about_ca_topic_score_gemma":0.010068057,"teacher_disagreement_score":0.05447922,"about_ca_system_score_codex":0.00027828038,"about_ca_system_score_gemma":0.00043333374,"threshold_uncertainty_score":0.9996477},"labels":[],"label_agreement":null},{"id":"W3125479956","doi":"10.5430/ijfr.v12n3p103","title":"Some Insights Into Financial Literacy Among Undergraduate Students: A Case of Bosnia and Herzegovina","year":2021,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Federalno Ministarstvo Obrazovanja i Nauke","keywords":"Financial literacy; Finance; Sample (material); Psychology; Exploratory research; Nonprobability sampling; Exploratory factor analysis; Financial analysis; Business; Sociology; Social science; Developmental psychology","score_opus":0.02462080896867439,"score_gpt":0.3588383182914837,"score_spread":0.3342175093228093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125479956","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":[0.99617106,0.0015979673,0.000055779146,0.0008690309,0.00090489484,0.00013332404,0.000004718084,0.000009166827,0.00025406427],"genre_scores_gemma":[0.99515957,0.0005654449,0.00034212184,0.0004022519,0.0031007049,0.0000060950465,0.000015204056,0.000024603882,0.00038400322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959837,0.00011516045,0.0010577973,0.00034899954,0.0021359676,0.00035834592],"domain_scores_gemma":[0.99210393,0.0002467935,0.00070957775,0.0002392802,0.006645004,0.000055437155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015458348,0.00021700411,0.0004741266,0.0013982927,0.00026952662,0.0006293302,0.0007644648,0.0001301893,0.00009893204],"category_scores_gemma":[0.004566582,0.00020260252,0.0002489452,0.001123913,0.00027679646,0.0027380446,0.0008441043,0.0006239997,0.000031857853],"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":[0.0011011348,0.0013463292,0.77009934,0.00035562253,0.00017887249,0.033984177,0.0017326078,0.000053958756,0.0051656784,0.12102277,0.00737307,0.057586417],"study_design_scores_gemma":[0.0031864976,0.00019018892,0.85419315,0.0011855711,0.00014048703,0.0004664567,0.00017418907,0.0009743093,0.0020579693,0.09939056,0.037549224,0.0004914148],"about_ca_topic_score_codex":0.0015100208,"about_ca_topic_score_gemma":0.0012821967,"teacher_disagreement_score":0.08409377,"about_ca_system_score_codex":0.00017828846,"about_ca_system_score_gemma":0.00050328346,"threshold_uncertainty_score":0.82618904},"labels":[],"label_agreement":null},{"id":"W3125541878","doi":"10.2139/ssrn.3627506","title":"Portfolio Delegation and 401(k) Plan Participant Responses to COVID-19","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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":"Default; Portfolio; Volatility (finance); Market liquidity; Coronavirus disease 2019 (COVID-19); Unemployment; Quarter (Canadian coin); Actuarial science; Economics; Business; Econometrics; Monetary economics; Medicine; Finance; Macroeconomics","score_opus":0.04879094563000462,"score_gpt":0.2751418011921813,"score_spread":0.22635085556217666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125541878","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":[0.98705536,0.0005379336,0.0017426413,0.010035735,0.00008282059,0.00018584693,0.0000018572654,0.00007343938,0.0002843368],"genre_scores_gemma":[0.9857224,0.00021178774,0.000071009774,0.012465741,0.0011218953,0.0000072219405,0.000016143591,0.000024436624,0.00035931406],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976551,0.000036173726,0.0004074304,0.00029555988,0.00035964366,0.001246108],"domain_scores_gemma":[0.99933714,0.000046901634,0.0002569386,0.00012252285,0.00012952255,0.00010695384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013847863,0.00018249099,0.00024826475,0.00028735938,0.0003911009,0.00031639254,0.00020802325,0.0000508715,0.00022012624],"category_scores_gemma":[0.0011492311,0.00016562597,0.000087273074,0.0006714727,0.000029445073,0.0007268735,0.00010889438,0.00051306805,0.00017479045],"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":[0.0015732136,0.00007952967,0.76538426,0.00008556466,0.00012741589,0.000082669525,0.00075996754,0.00033733522,0.0019793601,0.21531357,0.009251263,0.0050258464],"study_design_scores_gemma":[0.0050369455,0.0010231298,0.18159784,0.00014572937,0.0016690734,0.00028268792,0.006777518,0.014369661,0.0001955074,0.21247792,0.5742004,0.0022235808],"about_ca_topic_score_codex":0.00040290217,"about_ca_topic_score_gemma":0.0010739169,"teacher_disagreement_score":0.5837864,"about_ca_system_score_codex":0.00021493074,"about_ca_system_score_gemma":0.0006397375,"threshold_uncertainty_score":0.67540306},"labels":[],"label_agreement":null},{"id":"W3125574338","doi":"","title":"Improving the Cost Efficiency of Australian Pension Management","year":2010,"lang":"en","type":"article","venue":"Rotman International Journal of Pension Management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Negotiation; Management fee; Pension fund; Business; Investment management; Finance; Scale (ratio); Investment (military); Actuarial science; Accounting; Institutional investor; Corporate governance; Open-end fund","score_opus":0.012614704955653758,"score_gpt":0.25327297784691494,"score_spread":0.24065827289126118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125574338","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":[0.97931415,0.00003513457,0.0010640841,0.0023793587,0.0048272647,0.00089142896,0.00000403934,0.000042459193,0.011442055],"genre_scores_gemma":[0.9935036,0.000055827593,0.0023418448,0.00092957524,0.0011739598,0.000011375299,0.000024279929,0.000033980356,0.001925569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962064,0.00003082765,0.0012314783,0.00035308697,0.0018313532,0.00034686516],"domain_scores_gemma":[0.9963367,0.000057909983,0.0017595513,0.00052109355,0.0012864413,0.00003831732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016659754,0.00030253307,0.00037506886,0.0010981027,0.00024003106,0.0003495559,0.0015128864,0.00007572672,0.0011233315],"category_scores_gemma":[0.0001334527,0.0002195823,0.00039372192,0.0006142912,0.00012798714,0.00095978496,0.00082570716,0.00041538797,0.00019963497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001837156,0.0027446016,0.16256672,0.0013387342,0.0013579872,0.0042236857,0.0004975692,0.004505884,0.05094977,0.5137234,0.11807555,0.13817899],"study_design_scores_gemma":[0.006133815,0.00016448161,0.39506397,0.0012379522,0.001990525,0.00022829771,0.0016918033,0.017498396,0.0034565243,0.006691946,0.564526,0.0013162583],"about_ca_topic_score_codex":0.00021520046,"about_ca_topic_score_gemma":0.00012383898,"teacher_disagreement_score":0.50703144,"about_ca_system_score_codex":0.00008026491,"about_ca_system_score_gemma":0.000020284866,"threshold_uncertainty_score":0.9997898},"labels":[],"label_agreement":null},{"id":"W3125682745","doi":"10.1371/journal.pone.0054632","title":"Serotonergic Genotypes, Neuroticism, and Financial Choices","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"National Institute on Aging; FINRA Investor Education Foundation","keywords":"Neuroticism; Serotonin transporter; Allele; Serotonergic; Big Five personality traits; Personality; Trait; Psychology; Mediation; Cognition; Finance; Genotype; Biology; Genetics; Serotonin; Gene; Economics; Social psychology; Neuroscience","score_opus":0.024346796209458805,"score_gpt":0.1861047516153133,"score_spread":0.1617579554058545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125682745","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":[0.9951249,0.00017318221,0.0000038017522,0.00035617553,0.00006271143,0.00047634845,0.0000012060301,0.000116440744,0.0036852409],"genre_scores_gemma":[0.9936255,0.000035086705,0.0005372506,0.0029937078,0.0011091966,0.000074290794,0.000027141401,0.00003071936,0.0015671047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873394,0.000009223625,0.00026693183,0.00033209927,0.00035957,0.00029823737],"domain_scores_gemma":[0.999316,0.000027190299,0.00015531453,0.00024666105,0.00023427448,0.000020610887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011642561,0.00018828436,0.00029579015,0.00020716872,0.00019937554,0.00033200937,0.00018555427,0.000067066474,0.001397462],"category_scores_gemma":[0.00020774688,0.00017610833,0.000053502466,0.00043829903,0.00005204341,0.00116707,0.00018840998,0.00012223185,0.0017380591],"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":[0.000030151978,0.00073859596,0.97336906,0.00047739968,0.000040215724,0.0000128841275,0.00005937057,0.000007721515,0.014260883,0.0063846093,0.0033233212,0.0012957691],"study_design_scores_gemma":[0.00054231414,0.000027895005,0.97452146,0.00015369411,0.00038971344,4.2347256e-7,0.000011759798,0.007869031,0.0009049067,0.0030135498,0.012098018,0.00046722768],"about_ca_topic_score_codex":0.0012091574,"about_ca_topic_score_gemma":0.00013577417,"teacher_disagreement_score":0.013355977,"about_ca_system_score_codex":0.0000115188195,"about_ca_system_score_gemma":0.000011182983,"threshold_uncertainty_score":0.9995154},"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":"W3125850724","doi":"10.61190/fsr.v25i2.3213","title":"Behavioral and wealth considerations for seeking professional financial planning help","year":2023,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Planner; Financial plan; Finance; Retirement planning; Business; Self-efficacy; Accounting management; Actuarial science; Psychology; Accounting; Social psychology; Computer science","score_opus":0.044302688473434,"score_gpt":0.3243813238382582,"score_spread":0.2800786353648242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125850724","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":[0.96666753,0.02314913,0.000086976615,0.00344332,0.0020537372,0.0032934383,0.00011014438,0.0005814396,0.0006142517],"genre_scores_gemma":[0.9259277,0.005885535,0.0027956036,0.051596813,0.008196126,0.0014806818,0.002427552,0.0001910049,0.0014990047],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979067,0.000026314165,0.0006809809,0.00051558396,0.00036026133,0.0005101631],"domain_scores_gemma":[0.9988035,0.00011512189,0.00045448617,0.00024692132,0.00034767634,0.000032309617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077936414,0.0003056786,0.00060929824,0.00027909648,0.0009346616,0.00019368592,0.00020137028,0.00012660303,0.00024293784],"category_scores_gemma":[0.000365292,0.00028884245,0.00018674973,0.0011002204,0.000040736628,0.00094584137,0.0002772545,0.00017809104,0.0002453127],"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":[0.00014035463,0.00033680873,0.6849937,0.050939307,0.000023552344,0.00013171104,0.0007159064,0.00005017362,0.0003741534,0.064020745,0.17212398,0.026149603],"study_design_scores_gemma":[0.00076556765,0.000043885786,0.3266066,0.01043959,0.00044542312,0.000004675602,0.000052062245,0.003419132,0.0000073620577,0.010274092,0.64722043,0.00072117726],"about_ca_topic_score_codex":0.00038197375,"about_ca_topic_score_gemma":0.00077269826,"teacher_disagreement_score":0.47509643,"about_ca_system_score_codex":0.000031297543,"about_ca_system_score_gemma":0.00013368191,"threshold_uncertainty_score":0.99995637},"labels":[],"label_agreement":null},{"id":"W3125868824","doi":"","title":"The Farm, The City, and the Emergence of Social Security","year":2006,"lang":"en","type":"article","venue":"The Faculty Digital Archive (New York University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social security; Industrialisation; Urbanization; Economics; Productivity; Voting; Economic growth; Development economics; Politics; Market economy; Political science","score_opus":0.011655313990515843,"score_gpt":0.1862695665814771,"score_spread":0.17461425259096125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125868824","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":[0.8449027,0.00009038251,0.00015864793,0.0052679363,0.00012028764,0.00048574645,0.00010084102,0.000059025217,0.14881441],"genre_scores_gemma":[0.9926847,0.000012770327,0.000006926504,0.00017808694,0.0003649238,6.919788e-7,0.000072874034,0.000008697338,0.006670299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895495,0.00004409532,0.00020015375,0.00020515634,0.0003404045,0.00025521833],"domain_scores_gemma":[0.9991237,0.00022596943,0.00027936324,0.00025900954,0.00010145426,0.00001050324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002617789,0.00017356258,0.00018512017,0.00008039375,0.0015131582,0.00036953893,0.00089533103,0.000027592077,0.00003604271],"category_scores_gemma":[0.000071699535,0.00008094205,0.0002288278,0.0007766923,0.0010330965,0.0004432067,0.00073497073,0.0001719356,0.00003061351],"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":[0.00041504038,0.00005916101,0.060698472,0.000020971485,0.000079871206,0.000004903726,0.0017623601,0.000040582512,0.000031625448,0.89591503,0.03826501,0.0027069491],"study_design_scores_gemma":[0.0012238572,0.000012425084,0.15915567,0.00002286099,0.0003214836,0.0000012599922,0.0047408007,0.0010187462,0.000015944497,0.117998526,0.7152071,0.00028135272],"about_ca_topic_score_codex":0.003529793,"about_ca_topic_score_gemma":0.0027044704,"teacher_disagreement_score":0.77791655,"about_ca_system_score_codex":0.000012263279,"about_ca_system_score_gemma":0.00002641961,"threshold_uncertainty_score":0.99978673},"labels":[],"label_agreement":null},{"id":"W3125880693","doi":"10.2866/126935","title":"Credit Supply and Human Capital: Evidence from Bank Pension Liabilities","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Banco de Portugal; Science Foundation Ireland","keywords":"Pension; Human capital; Shock (circulatory); Business; Labour economics; Portuguese; Productivity; Value (mathematics); Bank credit; Monetary economics; Economics; Financial system; Finance; Market economy","score_opus":0.02435157503783863,"score_gpt":0.27426972945250594,"score_spread":0.2499181544146673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125880693","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":[0.98815477,0.00014965596,1.16134665e-7,0.0002474796,0.00021236834,0.00040849877,0.000005981556,0.00004053855,0.010780602],"genre_scores_gemma":[0.996069,0.00054933847,0.0001168821,0.0001893595,0.00060118467,0.000027325474,0.000063721345,0.000037785656,0.0023454104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791396,0.00005178737,0.00046568664,0.000715542,0.0003280662,0.00052496337],"domain_scores_gemma":[0.9984999,0.00048541703,0.00014466429,0.00064223947,0.00019536582,0.000032453278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012680589,0.0002095836,0.00037615656,0.0004975509,0.00023474112,0.00041877708,0.00037739717,0.00011946929,0.0017058435],"category_scores_gemma":[0.0006074203,0.00021292729,0.00009629677,0.00024674935,0.0002054617,0.0015132793,0.0005816159,0.00034462937,0.0002713851],"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":[0.000053907686,0.000040031733,0.9905868,0.000095223586,0.000008939892,0.000009407414,0.00017301485,0.00007150684,0.0021801149,0.0022069304,0.00022954823,0.004344533],"study_design_scores_gemma":[0.0005770525,0.00005299706,0.96052843,0.00041262186,0.000022132837,7.595414e-7,0.0009724618,0.0042962786,0.00014318047,0.0045699347,0.028016465,0.00040769513],"about_ca_topic_score_codex":0.004569225,"about_ca_topic_score_gemma":0.0022521955,"teacher_disagreement_score":0.03005842,"about_ca_system_score_codex":0.000182273,"about_ca_system_score_gemma":0.00005002368,"threshold_uncertainty_score":0.9992067},"labels":[],"label_agreement":null},{"id":"W3125970464","doi":"","title":"Rational Exuberance at the Mall: Addiction to Carrying a Credit Card Balance","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Credit card; Economics; Debt; Addiction; Quarter (Canadian coin); Monetary economics; Econometrics; Rational expectations; Macroeconomics; Finance; Psychology; Geography; Neuroscience","score_opus":0.02459440183309695,"score_gpt":0.28100446063735873,"score_spread":0.25641005880426176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125970464","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":[0.9460672,0.000300144,0.000006168497,0.0025783174,0.0010372975,0.0012180854,0.00006717945,0.0000805472,0.048645053],"genre_scores_gemma":[0.97986543,0.001225123,0.0003967991,0.0019119803,0.0064490773,0.00061541214,0.0006252871,0.00009909682,0.008811768],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670017,0.00007942838,0.000748922,0.0010702884,0.0006425982,0.0007585888],"domain_scores_gemma":[0.99795324,0.00023279648,0.0003398752,0.0010257579,0.00040444286,0.000043903376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020154647,0.0003692588,0.00050468085,0.00067760475,0.0005839377,0.00056972605,0.0008731297,0.00025803212,0.0008194409],"category_scores_gemma":[0.0006204409,0.00034902533,0.00026041784,0.00045723614,0.0001568728,0.00062626106,0.0020944758,0.0010330244,0.00031917263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006943649,0.00021141618,0.5823023,0.00043942692,0.0001902028,0.000057234014,0.00051652757,0.27791774,0.0007130412,0.0031484596,0.021750633,0.112058714],"study_design_scores_gemma":[0.00054913166,0.0000142835515,0.17049904,0.00039928392,0.000057259498,0.0000026764978,0.00014185008,0.08849856,0.000040841565,0.00045179215,0.73865026,0.0006950303],"about_ca_topic_score_codex":0.00080579566,"about_ca_topic_score_gemma":0.0050260164,"teacher_disagreement_score":0.71689963,"about_ca_system_score_codex":0.0013003526,"about_ca_system_score_gemma":0.00020324405,"threshold_uncertainty_score":0.99989617},"labels":[],"label_agreement":null},{"id":"W3126001332","doi":"","title":"Impact of the Financial Crisis on Long-Term Growth","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Financial crisis; Recession; Total factor productivity; Quarter (Canadian coin); Productivity; Economic policy; Development economics; Demographic economics; Macroeconomics; Geography","score_opus":0.035590738758513187,"score_gpt":0.315309979882862,"score_spread":0.2797192411243488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126001332","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":[0.9736034,0.00005819628,4.3664411e-7,0.00021847353,0.00054022035,0.0007112056,0.000029489665,0.00002756078,0.024810974],"genre_scores_gemma":[0.99749744,0.00044786575,0.000022958973,0.00019825838,0.0011787236,0.000069506736,0.000100895195,0.00006783932,0.00041652258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968035,0.000108526176,0.0008517386,0.0008649692,0.0006396417,0.0007315812],"domain_scores_gemma":[0.99695903,0.00020801388,0.0006508911,0.0014029703,0.0007363401,0.000042749172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002079669,0.0004331097,0.0007614963,0.0010110347,0.0001973029,0.00030202538,0.0014555949,0.00039788533,0.00029422663],"category_scores_gemma":[0.002478217,0.0003415111,0.00073205103,0.0006063333,0.00024179748,0.00034183823,0.0024854837,0.0013269088,0.00006570095],"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":[0.00019754602,0.0002476798,0.9863223,0.000288812,0.000051216513,0.000017454577,0.00008246915,0.0027817157,0.000016606,0.00091038167,0.0019544705,0.0071293507],"study_design_scores_gemma":[0.000536947,0.000045203684,0.9908801,0.00036222584,0.00005420664,6.8350766e-7,0.000034188663,0.0026026475,0.000023291499,0.0041489326,0.00089730835,0.00041426913],"about_ca_topic_score_codex":0.0017712577,"about_ca_topic_score_gemma":0.0014082027,"teacher_disagreement_score":0.024394453,"about_ca_system_score_codex":0.0009691953,"about_ca_system_score_gemma":0.0006167169,"threshold_uncertainty_score":0.9999037},"labels":[],"label_agreement":null},{"id":"W3126114379","doi":"10.34989/swp-2018-40","title":"The Welfare Cost of Inflation Revisited: The Role of Financial Innovation and Household Heterogeneity","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; Trent University","funders":"Banca d'Italia; York University","keywords":"Economics; Overlapping generations model; Interest rate; Monetary policy; Monetary economics; Real interest rate; Nominal interest rate; Welfare; Inflation (cosmology); Consumption (sociology); Endogenous money; Macroeconomics","score_opus":0.026167147167541323,"score_gpt":0.2720059775049424,"score_spread":0.24583883033740106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126114379","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":[0.99517614,0.0003901592,0.0000011090358,0.00023780133,0.000110661334,0.00064259657,0.000020511998,0.000010372624,0.0034106246],"genre_scores_gemma":[0.9976012,0.001700893,0.000041193885,0.00007579211,0.00027748453,0.00006268763,0.00017758754,0.00002498654,0.000038159596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795353,0.00009550908,0.0008990607,0.00043360933,0.00033016244,0.0002881388],"domain_scores_gemma":[0.9975706,0.0002054345,0.00078221265,0.0007565525,0.00067640573,0.000008832484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002654843,0.00019140038,0.00040372787,0.0004793583,0.00034216305,0.00029246605,0.00046310227,0.00020515312,0.000021919765],"category_scores_gemma":[0.0014312466,0.00014921924,0.00012233881,0.0007309758,0.0002662238,0.00029807672,0.001295512,0.00060136005,8.240449e-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":[0.00012985028,0.00006879452,0.81095415,0.000445824,0.000039717263,0.0000024485232,0.00011827896,0.0029794956,0.0006098732,0.019441485,0.000035453322,0.1651746],"study_design_scores_gemma":[0.00038541245,0.00001468995,0.9267166,0.00041001895,0.000054700457,6.6556896e-7,0.000510333,0.016799374,0.00070638664,0.0029120815,0.051200293,0.00028942814],"about_ca_topic_score_codex":0.00052534306,"about_ca_topic_score_gemma":0.0012390136,"teacher_disagreement_score":0.16488518,"about_ca_system_score_codex":0.00012211782,"about_ca_system_score_gemma":0.00013716254,"threshold_uncertainty_score":0.6084984},"labels":[],"label_agreement":null},{"id":"W3126134467","doi":"10.2139/ssrn.412480","title":"Fifty Years of Mincer Earnings Regressions","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":340,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Earnings; Economics; Econometrics; Demographic economics; Accounting","score_opus":0.00750529457515551,"score_gpt":0.21904560537234763,"score_spread":0.21154031079719213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126134467","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":[0.9941081,0.0009086315,0.00019995046,0.00012580166,0.00019849175,0.00007548385,4.5343273e-7,0.000025265801,0.0043578343],"genre_scores_gemma":[0.9960018,0.000375979,0.00013651916,0.00019043393,0.00038029393,0.0000022162296,0.000005597605,0.000025240346,0.002881924],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978517,0.000030279709,0.00037899404,0.00018995376,0.0003900628,0.0011589883],"domain_scores_gemma":[0.9990558,0.000030962583,0.00048595996,0.00019230977,0.0002194349,0.00001550267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014503567,0.00014290433,0.00023943216,0.00031866482,0.00020721162,0.00007947699,0.0002489106,0.000066458735,0.0006252701],"category_scores_gemma":[0.0004641992,0.00013089628,0.00019985327,0.0006406484,0.000049638416,0.00060375954,0.000050905906,0.00077509106,0.000161872],"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":[0.000054318127,0.00013004329,0.5976502,0.000027977105,0.000076108314,0.0000121756575,0.00008774155,0.00006758595,0.0011435146,0.39148977,0.002144576,0.00711599],"study_design_scores_gemma":[0.002397872,0.00013320643,0.24028279,0.00033857985,0.00060874823,0.00009695823,0.0014922544,0.0005554256,0.0003454326,0.25680053,0.49599388,0.0009543196],"about_ca_topic_score_codex":0.00021047244,"about_ca_topic_score_gemma":0.00037251477,"teacher_disagreement_score":0.4938493,"about_ca_system_score_codex":0.00015841474,"about_ca_system_score_gemma":0.00038313796,"threshold_uncertainty_score":0.68462694},"labels":[],"label_agreement":null},{"id":"W3126135854","doi":"","title":"L'evolution de l'inegalite de la richesse au Canada, 1984-1999","year":2002,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","score_opus":0.06170417129240234,"score_gpt":0.3282751515930356,"score_spread":0.26657098030063325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126135854","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":[0.85532427,0.032297265,0.0039389255,0.002986927,0.0011208201,0.000692461,0.00003086208,0.00050913135,0.10309937],"genre_scores_gemma":[0.89653283,0.008458125,0.005726229,0.0018091676,0.00196966,0.00008681879,0.00008855649,0.00014253032,0.08518607],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939977,0.0019490452,0.0009625021,0.00084467715,0.00074723223,0.001498869],"domain_scores_gemma":[0.9969844,0.00075038796,0.0006712432,0.0005720745,0.0008317377,0.00019010564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006986981,0.0007057608,0.0007020079,0.00066387374,0.0007285126,0.0010199688,0.00055732665,0.0009609271,0.0036347832],"category_scores_gemma":[0.0035968018,0.0008081277,0.00042537134,0.0032728396,0.0003167533,0.0023808994,0.00023425274,0.0012759117,0.00018800619],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007023758,0.000561825,0.9119457,0.0008702203,0.00036263224,0.00012257541,0.0011865984,0.0010543767,0.0006502589,0.008826372,0.055395585,0.018953603],"study_design_scores_gemma":[0.0007475025,0.00004366745,0.3031855,0.0010294674,0.0014992595,0.000043228865,0.00035321325,0.06571904,0.00049926277,0.008842006,0.61695665,0.0010811953],"about_ca_topic_score_codex":0.9041821,"about_ca_topic_score_gemma":0.6857682,"teacher_disagreement_score":0.60876024,"about_ca_system_score_codex":0.018538771,"about_ca_system_score_gemma":0.0010686438,"threshold_uncertainty_score":0.999437},"labels":[],"label_agreement":null},{"id":"W3127252613","doi":"10.1142/s0219024921500072","title":"TWO STAGE DECUMULATION STRATEGIES FOR DC PLAN INVESTORS","year":2021,"lang":"en","type":"article","venue":"International Journal of Theoretical and Applied Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economics; Annuity; Actuarial science; Stock (firearms); Asset allocation; Econometrics; Stochastic control; Life annuity; Bond; Cash flow; Time horizon; Target date fund; Upper and lower bounds; Risk measure; Purchasing; Portfolio; Mathematics; Financial economics; Finance; Pension; Mathematical optimization; Operations management; Optimal control","score_opus":0.015123493759042985,"score_gpt":0.2621606450396337,"score_spread":0.24703715128059073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127252613","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":[0.98795545,0.00012387286,0.0054159113,0.0009047954,0.00041847868,0.00007707397,0.000009378631,0.000010929036,0.0050841216],"genre_scores_gemma":[0.9944963,0.000034800247,0.0031371452,0.0011669418,0.0010151777,0.0000043900145,0.00002921758,0.000011138301,0.0001049027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989957,0.000006348446,0.00038737708,0.00015623288,0.00032475614,0.00012955269],"domain_scores_gemma":[0.99894536,0.00009102842,0.0003359514,0.000076019904,0.0005386945,0.000012924641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028582034,0.00011514675,0.00019926047,0.00012869302,0.000074039795,0.00029553406,0.00020546111,0.000041953557,0.00017268698],"category_scores_gemma":[0.00013764498,0.00009810068,0.00010116356,0.00013554769,0.00014199798,0.00049217214,0.00008719694,0.00010827802,0.000009627445],"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":[0.00020551943,0.000047963298,0.005299729,0.000019544403,0.000020778687,0.000018632265,0.000033464992,0.00064297393,0.0013745592,0.9904922,0.00026581384,0.0015787823],"study_design_scores_gemma":[0.0020645417,0.000031118896,0.014748883,0.00013788129,0.00010812642,0.000017428774,0.0003165123,0.008675919,0.0020347466,0.913789,0.057783723,0.00029213453],"about_ca_topic_score_codex":0.000007679208,"about_ca_topic_score_gemma":0.000010796204,"teacher_disagreement_score":0.07670325,"about_ca_system_score_codex":0.000024058048,"about_ca_system_score_gemma":0.00005151218,"threshold_uncertainty_score":0.40004298},"labels":[],"label_agreement":null},{"id":"W3127297965","doi":"10.2139/ssrn.3232328","title":"Monetary Policy and Reaching for Income","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Monetary policy; Economics; Monetary economics","score_opus":0.008152197930350685,"score_gpt":0.23974991332959406,"score_spread":0.23159771539924337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127297965","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":[0.99425,0.0007541084,0.0016880325,0.00094952044,0.00017616156,0.00016198421,9.698293e-7,0.000047813428,0.0019713857],"genre_scores_gemma":[0.99045825,0.0002431405,0.0002686033,0.0009152752,0.0070973136,0.0000043422656,0.000011014492,0.000029814408,0.0009722347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99789673,0.000012035795,0.0002914215,0.00021710139,0.00020508503,0.0013776054],"domain_scores_gemma":[0.99935764,0.00003295094,0.00024189317,0.00014406754,0.00020638379,0.00001707709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014895042,0.00016324907,0.00020310916,0.0004607805,0.00059672544,0.0002492096,0.00021034309,0.000054939504,0.000033939385],"category_scores_gemma":[0.00028170046,0.00014365166,0.00011153531,0.00040854278,0.00006371639,0.00096118206,0.00009777819,0.00047323114,0.000058088393],"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":[0.00017105753,0.000045451605,0.27404752,0.000045701086,0.00008434238,0.0000025048148,0.000097480646,0.0000053768877,0.00060079125,0.6973134,0.0005901147,0.026996218],"study_design_scores_gemma":[0.0014097288,0.0001841981,0.06645654,0.000080839716,0.0002580854,0.00006910465,0.00027501397,0.005757785,0.00003278865,0.8581817,0.06680401,0.0004901716],"about_ca_topic_score_codex":0.0010877077,"about_ca_topic_score_gemma":0.002050743,"teacher_disagreement_score":0.20759098,"about_ca_system_score_codex":0.00025753092,"about_ca_system_score_gemma":0.00027581598,"threshold_uncertainty_score":0.58579445},"labels":[],"label_agreement":null},{"id":"W3127860648","doi":"","title":"Monetary and fiscal management under a flexible exchange rate regime: the jamaican experience","year":2000,"lang":"en","type":"article","venue":"Social and economic studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Exchange rate; Economics; Monetary policy; Exchange-rate regime; Monetary economics; Fiscal policy; Interest rate; Money supply; Macroeconomics; International economics","score_opus":0.03561419631968436,"score_gpt":0.2605681597527904,"score_spread":0.22495396343310603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127860648","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":[0.9833689,0.0023842761,8.6186367e-7,0.0029737542,0.00013412077,0.00016747527,0.0000021453648,0.00003903984,0.010929478],"genre_scores_gemma":[0.98785496,0.002998415,0.00001705283,0.0024520312,0.0008847433,0.000053830827,0.0000058577903,0.000011712667,0.005721399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992212,0.000012350314,0.00019249151,0.0002880976,0.0000617307,0.0002240968],"domain_scores_gemma":[0.99976146,0.000028363287,0.000081080616,0.00010420224,0.000016391888,0.000008511897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021221025,0.00015682152,0.00023879675,0.000059480935,0.00078758586,0.00015351284,0.00010183917,0.000029583614,0.00053783885],"category_scores_gemma":[0.0000052946484,0.000117567964,0.00005665809,0.000108620145,0.00027091007,0.00038754483,0.00021160694,0.00005255637,0.00010337877],"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":[0.00045013477,0.00012343471,0.6153069,0.00063294516,0.00090770907,0.000033152653,0.02028482,0.00011121685,0.000024714685,0.08894831,0.1427053,0.13047133],"study_design_scores_gemma":[0.0006669373,0.000011047295,0.805664,0.000034359637,0.00023196479,8.276125e-7,0.010845853,0.00082404196,0.0000035444589,0.012043459,0.16929771,0.0003762689],"about_ca_topic_score_codex":0.00069151144,"about_ca_topic_score_gemma":0.00042714307,"teacher_disagreement_score":0.19035706,"about_ca_system_score_codex":0.000030093885,"about_ca_system_score_gemma":0.0000025492068,"threshold_uncertainty_score":0.6057553},"labels":[],"label_agreement":null},{"id":"W3131447924","doi":"10.36939/cjur/vol29no1/art269","title":"Does Australia have an advantage in promoting financial well-being and what might Canada and other countries learn?","year":2020,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Financial literacy; Financial inclusion; Work (physics); Political science; State (computer science); Economic growth; Inclusion (mineral); Finance; Business; Financial services; Economics; Sociology; Social science","score_opus":0.0304730520749104,"score_gpt":0.27774825350516685,"score_spread":0.24727520143025644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131447924","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":[0.99627703,0.0005009433,6.826063e-7,0.002700417,0.00015352944,0.00017412343,0.0000042094107,0.0000034059944,0.0001856471],"genre_scores_gemma":[0.9974932,0.00004132931,0.000033402273,0.0012372804,0.000884207,0.0000019271367,0.000004359764,0.00002362509,0.00028067417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808085,0.00008906805,0.00043343197,0.0002749486,0.0005325857,0.00058910094],"domain_scores_gemma":[0.99897224,0.000079443365,0.00017657869,0.00011717694,0.0004230779,0.00023148305],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014534836,0.0001627815,0.00031205142,0.00060917647,0.0003451694,0.00124371,0.00027520588,0.00007216506,0.00037614594],"category_scores_gemma":[0.00061849,0.00012565429,0.000035470188,0.0005290404,0.00018152993,0.0023289083,0.000061973806,0.0005435365,0.000007654943],"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":[0.000054200147,0.0000061854125,0.9932456,0.00018122129,0.000006812553,0.0006948511,0.001259745,0.0000061515475,0.00009235796,0.0011302484,0.002895296,0.00042734967],"study_design_scores_gemma":[0.001279058,0.0001363836,0.53248674,0.0011176488,0.00006172667,0.000017993916,0.0066726436,0.0017834601,0.00028385498,0.0014209757,0.45417804,0.0005614693],"about_ca_topic_score_codex":0.7540056,"about_ca_topic_score_gemma":0.982486,"teacher_disagreement_score":0.46075884,"about_ca_system_score_codex":0.00017284008,"about_ca_system_score_gemma":0.0009701356,"threshold_uncertainty_score":0.9997931},"labels":[],"label_agreement":null},{"id":"W3134645462","doi":"10.1108/978-1-80071-817-320211008","title":"Attendance Policy in Action","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Action (physics); Attendance; Psychology; Political science; Law; Physics","score_opus":0.03131156698254955,"score_gpt":0.257107889021146,"score_spread":0.22579632203859645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134645462","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002714744,0.00021012174,0.000013765306,0.0005797245,0.00034683768,0.00018127117,0.000002865056,0.00010338459,0.9958473],"genre_scores_gemma":[0.023442212,0.00015710469,0.00010858884,0.0026802993,0.0038620145,0.000008324308,0.0003331208,0.000077238125,0.9693311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835676,0.0000033549363,0.00046334582,0.00052137434,0.00038203248,0.0002731524],"domain_scores_gemma":[0.9990307,0.000018269717,0.00033511582,0.00039991204,0.00020660146,0.000009395671],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001602188,0.00034699377,0.0004650413,0.0010155791,0.000084775544,0.00022340508,0.00020614962,0.00024113883,0.0077088433],"category_scores_gemma":[0.00007876965,0.00035179037,0.0002390888,0.00033539472,0.000036960722,0.0007097647,0.0002346622,0.00028912016,0.001994975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015112629,0.000023928085,0.016697694,0.00021116021,0.000015839827,0.000069754125,0.000007030224,0.000009759496,0.00006905328,0.9679477,0.01028762,0.0046453043],"study_design_scores_gemma":[0.00023525169,0.000002877229,0.010356024,0.00035550175,0.000090407586,0.0000011467076,0.000014471014,0.00035458326,0.000012283693,0.014579151,0.97347784,0.0005204737],"about_ca_topic_score_codex":0.0028797875,"about_ca_topic_score_gemma":0.0067404634,"teacher_disagreement_score":0.9631902,"about_ca_system_score_codex":0.0001528484,"about_ca_system_score_gemma":0.00006405098,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W3135496725","doi":"","title":"The Downside of Being Upbeat: Consumer Cognitive Biases Can Affect Real Economic Activity","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Optimism; Ex-ante; Optimism bias; Affect (linguistics); Economics; Consumption (sociology); Downside risk; Pessimism; Cognitive bias; Cognition; Public economics; Psychology; Financial economics; Social psychology; Macroeconomics; Sociology","score_opus":0.015876370752528828,"score_gpt":0.24157011875299922,"score_spread":0.2256937480004704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135496725","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":[0.99602246,0.0003942445,0.000057398105,0.0012856874,0.00014063765,0.00018195547,0.000004874369,0.00003343342,0.0018793084],"genre_scores_gemma":[0.99713904,0.0013930195,0.0000050963413,0.00035173664,0.00094850064,0.0000048225324,0.000013228313,0.000027853876,0.00011669165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787664,0.00005696862,0.000370989,0.00025719128,0.0002550405,0.001183139],"domain_scores_gemma":[0.9987303,0.00036027684,0.00057418307,0.00013458329,0.00017405667,0.0000265964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105837,0.00021526316,0.00033684718,0.00013550192,0.0005330867,0.00021857822,0.00028685443,0.000053137166,0.00008822715],"category_scores_gemma":[0.000633134,0.00016393849,0.00024923487,0.00030773974,0.00011425711,0.00060759916,0.000117132186,0.0007744345,0.00008562857],"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":[0.0011417638,0.000110392844,0.8091076,0.00007026214,0.00070840266,0.00002690173,0.0003758895,0.00012770532,0.0037430914,0.14509504,0.0012830017,0.038209926],"study_design_scores_gemma":[0.014550577,0.0014709289,0.68325704,0.001623982,0.0075931493,0.0002082926,0.013799751,0.028257059,0.01198202,0.20699425,0.025624407,0.004638531],"about_ca_topic_score_codex":0.0025410855,"about_ca_topic_score_gemma":0.0109448945,"teacher_disagreement_score":0.12585057,"about_ca_system_score_codex":0.00027994075,"about_ca_system_score_gemma":0.000653102,"threshold_uncertainty_score":0.6685217},"labels":[],"label_agreement":null},{"id":"W3135603977","doi":"","title":"Borrower Experiences on Income-Driven Repayment","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forbearance; Loan; Payment; Quarter (Canadian coin); Business; Point (geometry); Juvenile delinquency; Credit card; Finance; Economics; Actuarial science","score_opus":0.0050609432686460395,"score_gpt":0.210367671103532,"score_spread":0.20530672783488596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135603977","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":[0.99019486,0.00027555556,0.000040088235,0.00036257182,0.0006559451,0.00017459628,2.426298e-7,0.00005815087,0.008237973],"genre_scores_gemma":[0.993872,0.00015257667,0.000029996672,0.00092207524,0.001102273,0.00001217144,0.000008330542,0.000029653782,0.003870916],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703497,0.000020795558,0.0004047506,0.00034280482,0.0006173704,0.0015792856],"domain_scores_gemma":[0.99911475,0.000023255416,0.00037240592,0.00030998536,0.0001607201,0.000018874713],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010065805,0.00023045385,0.00027368352,0.00037293063,0.00027957506,0.0002743853,0.0004384264,0.00006523459,0.0013925504],"category_scores_gemma":[0.00006971312,0.00018644007,0.00021393018,0.00052377605,0.0000335583,0.00096789736,0.0001129933,0.0008041098,0.0018595692],"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":[0.00021103476,0.00018248438,0.7465668,0.000026075566,0.00007641937,0.000015284342,0.0004220089,0.00019432859,0.00041624415,0.2475385,0.0013774548,0.0029733775],"study_design_scores_gemma":[0.008549894,0.0018298343,0.20345852,0.00097479776,0.0007640996,0.00018180678,0.034734268,0.014094254,0.0007029309,0.26194307,0.46839854,0.0043679904],"about_ca_topic_score_codex":0.0001633925,"about_ca_topic_score_gemma":0.00034496,"teacher_disagreement_score":0.5431083,"about_ca_system_score_codex":0.00044110903,"about_ca_system_score_gemma":0.0002585612,"threshold_uncertainty_score":0.9995203},"labels":[],"label_agreement":null},{"id":"W3135714054","doi":"10.3390/jrfm14030099","title":"Household Wealth: Low-Yielding and Poorly Structured?","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Portfolio; Variance (accounting); Economics; Asset (computer security); Financial asset; Asset allocation; Investment (military); Econometrics; Financial economics; Finance; Computer science","score_opus":0.008182294117294103,"score_gpt":0.1990942207897356,"score_spread":0.1909119266724415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135714054","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":[0.99482584,0.0023525723,0.00090213347,0.00017835757,0.0008474489,0.00011924675,0.000005622134,0.000021306676,0.0007474646],"genre_scores_gemma":[0.99176913,0.003573276,0.0016409598,0.0011701116,0.0016640219,0.0000019098748,0.0000057540856,0.000023336032,0.00015152035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837416,0.000022454446,0.0006129319,0.00028713237,0.0004119207,0.00029137117],"domain_scores_gemma":[0.99884343,0.00004146153,0.0006409196,0.00018905192,0.0002467416,0.000038411134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005652697,0.00022377822,0.00043241988,0.00044490123,0.00032076883,0.0003559845,0.00016035381,0.000080208425,0.00007311503],"category_scores_gemma":[0.0002217056,0.00019882325,0.0001503346,0.00059793063,0.000053882188,0.0008109705,0.000296658,0.00027532873,0.000007105616],"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":[0.00021375544,0.0001477958,0.7826562,0.0006451324,0.000048472928,0.00090579066,0.00024772278,0.00013596873,0.00021178008,0.0418895,0.007315019,0.16558287],"study_design_scores_gemma":[0.0012294995,0.000032929198,0.79950917,0.00029807325,0.00050309685,0.000028160492,0.0002855951,0.00019952604,0.0000654893,0.011267251,0.18625863,0.00032257763],"about_ca_topic_score_codex":0.00010980114,"about_ca_topic_score_gemma":0.00014076184,"teacher_disagreement_score":0.1789436,"about_ca_system_score_codex":0.000031267566,"about_ca_system_score_gemma":0.000026592674,"threshold_uncertainty_score":0.81077766},"labels":[],"label_agreement":null},{"id":"W3136701575","doi":"10.1111/caje.12541","title":"Debt‐relief programs and money left on the table: Evidence from Canada's response to COVID‐19","year":2022,"lang":"en","type":"preprint","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal; Queen's University; Bank of Canada","funders":"Queen's University","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Debt; Political science; Table (database); Art; Business; Medicine; Virology; Finance; Computer science","score_opus":0.11123767159519202,"score_gpt":0.20270345620416136,"score_spread":0.09146578460896934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136701575","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":[0.9712162,0.00058963144,0.0000054984316,0.02433803,0.0022757293,0.00093755906,0.00038513294,0.000013482988,0.00023870866],"genre_scores_gemma":[0.98031294,0.000113213755,0.00015045308,0.016854875,0.0016262971,0.0000792769,0.00014874505,0.00010944718,0.0006047598],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648505,0.00014874403,0.0013707249,0.00095381273,0.000027096467,0.0010145727],"domain_scores_gemma":[0.99490523,0.00075413054,0.0016901167,0.0011004793,0.00038650242,0.0011635441],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027128318,0.0006668077,0.0010983427,0.0012560285,0.00080872444,0.0011391317,0.0018297001,0.00025426006,0.002178215],"category_scores_gemma":[0.0035117678,0.00068442203,0.00027877072,0.00035583694,0.00015866065,0.00056836323,0.00050226925,0.0012398004,0.000022829812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024774892,0.0000518156,0.7826391,0.00035055677,0.0005642558,0.0019637512,0.0025401723,0.084019646,0.000027689965,0.062090617,0.060722467,0.0025524274],"study_design_scores_gemma":[0.0009330682,0.00033658606,0.08146943,0.0015434726,0.0006709908,0.00010610806,0.0018945734,0.0070545254,0.000017676308,0.074229926,0.82940626,0.0023373908],"about_ca_topic_score_codex":0.99505275,"about_ca_topic_score_gemma":0.9999064,"teacher_disagreement_score":0.7686838,"about_ca_system_score_codex":0.0069838986,"about_ca_system_score_gemma":0.013181516,"threshold_uncertainty_score":0.9998978},"labels":[],"label_agreement":null},{"id":"W3136740752","doi":"10.5539/ibr.v14n4p1","title":"A Conceptual and Operational Review of the Negative Financial Health Terminology and Constructs","year":2021,"lang":"en","type":"article","venue":"International Business Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Regina","funders":"","keywords":"Terminology; Variety (cybernetics); Knowledge management; Psychology; Finance; Management science; Computer science; Business; Economics; Linguistics; Artificial intelligence","score_opus":0.05707892330769719,"score_gpt":0.3499651137522401,"score_spread":0.2928861904445429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136740752","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":[0.95789725,0.0063557494,0.000018029588,0.03172974,0.00049253064,0.00039226376,0.000036397647,0.0000126494715,0.0030653833],"genre_scores_gemma":[0.9896985,0.0029778345,0.00025830095,0.005921775,0.00048987154,0.00002217546,0.000081216866,0.00000956203,0.00054073747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845976,0.00008104445,0.00034200624,0.00027802633,0.0006546694,0.00018449023],"domain_scores_gemma":[0.99641097,0.00016553902,0.00016697946,0.00015469379,0.003089988,0.000011809105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006143286,0.000097547614,0.00023064589,0.00018133387,0.00023925907,0.0001121418,0.00022630068,0.00004086229,0.0005253005],"category_scores_gemma":[0.0037192204,0.00007552321,0.000037761696,0.00086941203,0.00064550247,0.00043116906,0.00060796895,0.00017619094,0.000014018299],"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":[0.00006832515,0.00012252278,0.64154226,0.0018946982,0.000038455633,0.00003339737,0.0001850865,0.0000043485898,0.001018114,0.3317726,0.016132079,0.007188135],"study_design_scores_gemma":[0.00058568694,0.000008141239,0.93367356,0.002309948,0.0000160605,0.00002802788,0.00010859207,0.0002598231,0.0002185044,0.004324211,0.058341864,0.00012558134],"about_ca_topic_score_codex":0.00067598204,"about_ca_topic_score_gemma":0.00024412808,"teacher_disagreement_score":0.32744837,"about_ca_system_score_codex":0.00004026558,"about_ca_system_score_gemma":0.00042448594,"threshold_uncertainty_score":0.5751672},"labels":[],"label_agreement":null},{"id":"W3137234238","doi":"10.1515/9781553393290-009","title":"Employment Insurance: A Macroeconomic Comparison with Other Income-Support Initiatives","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Income Support; Economics; Actuarial science; Labour economics; Demographic economics; Macroeconomics","score_opus":0.016470849964415623,"score_gpt":0.20755940705159664,"score_spread":0.19108855708718103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137234238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050698454,0.0000029443925,0.000019911982,0.00005434389,0.00018222514,0.0009615804,0.00022051949,0.00027947364,0.9932092],"genre_scores_gemma":[0.12154576,0.000034691595,0.00026384342,0.00086432626,0.00040418474,0.000011185334,0.00020281941,0.0001907048,0.8764825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973943,0.000025748492,0.00058790477,0.00094037305,0.000518057,0.0005335744],"domain_scores_gemma":[0.9975033,0.00004939807,0.0012101304,0.00074317376,0.00043284727,0.00006114257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015070876,0.0008299054,0.0010706728,0.0007565731,0.0005483831,0.00023144922,0.00071300735,0.0003580586,0.0015382068],"category_scores_gemma":[0.000008062963,0.0008324215,0.0003339052,0.000052913885,0.00028578923,0.0011483603,0.0007412981,0.0005232238,0.0006830601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044129684,0.000088887544,0.04027537,0.0004085857,0.0004694785,0.00015449598,0.0001252222,0.000064900494,0.0000054029324,0.9508368,0.006335144,0.0007944386],"study_design_scores_gemma":[0.001186006,0.00006234143,0.007057495,0.00041515316,0.00053685624,8.1008784e-7,0.00004937858,0.00007260758,0.0000343572,0.0004568908,0.98908687,0.001041239],"about_ca_topic_score_codex":0.0039363946,"about_ca_topic_score_gemma":0.000026270573,"teacher_disagreement_score":0.9827517,"about_ca_system_score_codex":0.00030633123,"about_ca_system_score_gemma":0.000049732076,"threshold_uncertainty_score":0.99941266},"labels":[],"label_agreement":null},{"id":"W3137859503","doi":"10.3390/jrfm14030120","title":"Machine Learning and Financial Literacy: An Exploration of Factors Influencing Financial Knowledge in Italy","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Machine learning; Decision tree; Gradient boosting; Random forest; Artificial intelligence; Identification (biology); Computer science; Parametric statistics; Finance; Business; Mathematics; Statistics","score_opus":0.013611162543639567,"score_gpt":0.24247312510889008,"score_spread":0.22886196256525052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137859503","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":[0.99542767,0.002350723,0.0012407941,0.000028718467,0.00039809023,0.00016629268,0.000007167132,0.00001628659,0.00036424387],"genre_scores_gemma":[0.996231,0.0019097961,0.0009264079,0.00012581242,0.0006588591,0.0000046675177,0.00003299187,0.00002488083,0.0000855665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976907,0.000084525804,0.0011152348,0.00037696413,0.0004032743,0.00032929855],"domain_scores_gemma":[0.9981462,0.00007337702,0.0010048511,0.00017058951,0.0005604613,0.000044525896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009931494,0.0003152052,0.00068505004,0.0010236467,0.000272757,0.00023482315,0.00018154047,0.00013098403,0.000043463668],"category_scores_gemma":[0.0008544102,0.00029826828,0.00017274317,0.001241273,0.00007382029,0.0036607676,0.00030462907,0.0004527275,0.0000046053055],"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":[0.00028897714,0.00035081813,0.90097,0.0004161467,0.000011173284,0.00019599836,0.0028899864,0.00023175067,0.0001775604,0.01248789,0.00008517187,0.081894554],"study_design_scores_gemma":[0.0019807983,0.00015089235,0.9239986,0.00055219734,0.0003220194,0.0000056279,0.00092897355,0.0014827295,0.00012310284,0.007786829,0.062219556,0.0004486818],"about_ca_topic_score_codex":0.00033177924,"about_ca_topic_score_gemma":0.00100345,"teacher_disagreement_score":0.08144587,"about_ca_system_score_codex":0.000059489197,"about_ca_system_score_gemma":0.00008969965,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W3139262565","doi":"10.2139/ssrn.3676501","title":"The Interplay of Financial Education, Financial Literacy, Financial Inclusion and Financial, Stability: Any Lessons for the Current Big Tech Era?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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; Government of Canada","funders":"","keywords":"Financial literacy; Financial inclusion; Finance; Accounting management; Business; Indirect finance; Financial stability; Financial analysis; Inclusion (mineral); Financial services; Financial regulation; Financial ratio; Financial system; Accounting; Sociology; Accounting information system","score_opus":0.012019215058353582,"score_gpt":0.2682278105143557,"score_spread":0.2562085954560021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139262565","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":[0.940144,0.024044435,0.008374093,0.022599466,0.0029418054,0.0016584457,0.000047101625,0.00007898979,0.0001116762],"genre_scores_gemma":[0.98804027,0.0035896113,0.00009732658,0.002165602,0.005840956,0.000095568925,0.000037319416,0.00004715978,0.0000862018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957396,0.00008119108,0.0011551253,0.00059039483,0.0006838837,0.001749797],"domain_scores_gemma":[0.99695814,0.00035448224,0.0010260899,0.00043612954,0.0011657273,0.000059452894],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031974253,0.0004638841,0.00057443016,0.0002653664,0.0031395138,0.0004594465,0.0010463356,0.000159131,0.000027980712],"category_scores_gemma":[0.00549465,0.00031639187,0.0004371442,0.0013230284,0.00027902916,0.00088462286,0.0009743676,0.0019314807,0.00001309872],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009377267,0.00033294442,0.02551705,0.00024094174,0.000027682665,0.0000013814297,0.0010354054,0.000014142591,0.000505962,0.23475082,0.009145536,0.7274904],"study_design_scores_gemma":[0.0016928484,0.00034097274,0.07515667,0.000342756,0.0005275137,0.000012754668,0.00035543047,0.0023843208,0.00021741532,0.27686343,0.6413437,0.000762199],"about_ca_topic_score_codex":0.00024157637,"about_ca_topic_score_gemma":0.0035287528,"teacher_disagreement_score":0.7267282,"about_ca_system_score_codex":0.00035223947,"about_ca_system_score_gemma":0.0061961883,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W3141270086","doi":"","title":"Distributional Effects of Means Testing Social Security: An Exploratory Analysis","year":2014,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Earnings; Health and Retirement Study; Measure (data warehouse); Economics; Test (biology); Quarter (Canadian coin); Actuarial science; Econometrics; Distribution (mathematics); Demographic economics; Mathematics; Demography; Computer science; Finance","score_opus":0.008216819958133057,"score_gpt":0.17891987301939266,"score_spread":0.1707030530612596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141270086","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":[0.99504894,0.00001755792,0.004166477,0.00004042656,0.000062331914,0.00009292488,0.0000138224905,0.000056387926,0.0005011515],"genre_scores_gemma":[0.99880683,0.0000010602142,0.0005579659,0.00008407227,0.00023121426,2.3577547e-7,0.0002839423,0.000010802472,0.000023864533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885386,0.000051794133,0.00019804013,0.00030271252,0.00038141312,0.00021214996],"domain_scores_gemma":[0.9987434,0.00009144514,0.0004431232,0.0002396732,0.00046057184,0.000021749967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038518137,0.00015868363,0.0004449969,0.0005070473,0.0003570881,0.000029761351,0.00034754458,0.00008832275,0.00012619549],"category_scores_gemma":[0.00016689452,0.00020181942,0.00027866114,0.001746148,0.00015221503,0.000888964,0.00019225168,0.00010454237,0.000033249195],"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":[0.00041907796,0.0014102373,0.8516108,0.0016546382,0.001468731,0.000049896178,0.045192774,0.0014560267,0.010110922,0.0821636,0.0002940095,0.0041693156],"study_design_scores_gemma":[0.0025017215,0.00010826371,0.7902767,0.0001218963,0.0071246233,4.207184e-7,0.016721573,0.17304906,0.0005448783,0.004495745,0.0041356515,0.0009194571],"about_ca_topic_score_codex":0.00043202215,"about_ca_topic_score_gemma":0.010213802,"teacher_disagreement_score":0.17159304,"about_ca_system_score_codex":0.000022731636,"about_ca_system_score_gemma":0.000019335734,"threshold_uncertainty_score":0.8229957},"labels":[],"label_agreement":null},{"id":"W3142894279","doi":"10.2139/ssrn.3538527","title":"Sending Out an SMS: The Impact of Automatically Enrolling Consumers Into Overdraft Alerts","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Overdraft; Business; Computer security; Computer science; Internet privacy; Advertising","score_opus":0.011256692595935203,"score_gpt":0.2799377262061947,"score_spread":0.2686810336102595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142894279","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":[0.9962569,0.00022986456,0.0017025477,0.00018403439,0.00022856108,0.00015023287,6.7903835e-7,0.000053442433,0.0011937616],"genre_scores_gemma":[0.9979713,0.00010635536,0.00013881612,0.00020374317,0.0013429044,0.0000023205844,0.000008606056,0.000036536578,0.00018940552],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971069,0.00005471052,0.00059334544,0.00024962102,0.0004894427,0.0015059955],"domain_scores_gemma":[0.9985094,0.00006923177,0.0006227068,0.0003212723,0.0004479835,0.000029377292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025080538,0.0002551392,0.00034642313,0.00034424622,0.0006187319,0.00031379782,0.00051309785,0.000076809694,0.00037200443],"category_scores_gemma":[0.00029081726,0.00016894621,0.00033792225,0.0005359326,0.00019136992,0.0013007182,0.00011069974,0.00072388176,0.00013752669],"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":[0.0003439253,0.00027562107,0.8875805,0.00006309308,0.00065154524,0.0000121250105,0.0013782943,0.00025050403,0.007951572,0.07831204,0.00082973996,0.022351041],"study_design_scores_gemma":[0.0042339712,0.0012574163,0.24212943,0.000622387,0.0017540101,0.00018920824,0.005820989,0.20607296,0.0010948302,0.5298607,0.004945244,0.0020188638],"about_ca_topic_score_codex":0.0013480876,"about_ca_topic_score_gemma":0.002404722,"teacher_disagreement_score":0.64545107,"about_ca_system_score_codex":0.0004571942,"about_ca_system_score_gemma":0.0006145864,"threshold_uncertainty_score":0.6889427},"labels":[],"label_agreement":null},{"id":"W3143427066","doi":"","title":"Securing Lifelong Retirement Income: Global Annuity Markets and Policy","year":2011,"lang":"en","type":"article","venue":"OUP Catalogue","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longevity risk; Longevity; Public policy; Life insurance; Government (linguistics); Annuity; Life annuity; Population; Economics; Business; Pension; Economic growth; Finance; Actuarial science; Sociology","score_opus":0.018031978704838993,"score_gpt":0.22602840320195802,"score_spread":0.20799642449711903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143427066","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":[0.9827908,0.00017404265,0.000026307329,0.00022525697,0.00026224327,0.000238118,0.000035739657,0.00014365102,0.016103834],"genre_scores_gemma":[0.9970602,0.000027477288,0.00030763098,0.0011385088,0.00095675414,0.000016547749,0.00028921766,0.000025109588,0.00017859312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983231,0.000017704511,0.00037721163,0.0004842012,0.0003397504,0.0004580679],"domain_scores_gemma":[0.99911004,0.000014378351,0.00023911109,0.00043284555,0.00016118815,0.000042419702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044553398,0.0002830542,0.00030120392,0.0002690337,0.0002787255,0.00019443281,0.00031508665,0.00009878382,0.0002513921],"category_scores_gemma":[0.00022250917,0.00027681244,0.0001044842,0.000855213,0.00010726209,0.0011008006,0.00061993196,0.00011867446,0.00030973164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061861756,0.00006899388,0.97668767,0.00014688147,0.000019597064,0.000041198742,0.00014717893,5.388146e-7,0.000032102907,0.01825963,0.0023051675,0.0022291737],"study_design_scores_gemma":[0.000402885,0.000010714809,0.97995895,0.00008408663,0.00008618732,0.00000401056,0.00004766989,0.00033252526,0.000059848717,0.004027594,0.014639804,0.00034570348],"about_ca_topic_score_codex":0.009794692,"about_ca_topic_score_gemma":0.0023350127,"teacher_disagreement_score":0.015925242,"about_ca_system_score_codex":0.00011815105,"about_ca_system_score_gemma":0.000037801034,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W3143647787","doi":"10.2139/ssrn.2199547","title":"Actuaries, Financial Economists and Accountants’ Contributions to GASB's 'Pension Project': An Ethical Perspective","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Concordia University","funders":"","keywords":"Perspective (graphical); Pension; Accounting; Economics; Actuarial science; Business; Law and economics; Finance","score_opus":0.00838238531531101,"score_gpt":0.2631411926776171,"score_spread":0.2547588073623061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143647787","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":[0.9915994,0.000351347,0.00076549914,0.00556809,0.00025412114,0.0006449656,0.000008181696,0.00007805804,0.00073038373],"genre_scores_gemma":[0.9939702,0.00023679131,0.00011083434,0.0032958176,0.0019382491,0.00003326872,0.00003062564,0.000034694982,0.00034949908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99680525,0.00005009534,0.00045976552,0.0004930619,0.00034437343,0.0018474282],"domain_scores_gemma":[0.99813014,0.00005283839,0.00029360421,0.00025368505,0.0012079614,0.00006174196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015651943,0.00030705443,0.00039316385,0.0004613908,0.000850882,0.0008651956,0.00032297306,0.0002508985,0.00031606687],"category_scores_gemma":[0.0011327394,0.00027570914,0.00013168083,0.0005668774,0.00006825816,0.002093487,0.00017336734,0.00196047,0.00042058004],"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":[0.00027675473,0.00018370815,0.034290835,0.00001730313,0.000065570486,0.0000113723745,0.0004227213,0.000022335207,0.00091605034,0.9521123,0.006024692,0.0056563322],"study_design_scores_gemma":[0.0034725252,0.0005825441,0.1902752,0.00016145506,0.00050221576,0.00023975261,0.00615003,0.005480859,0.000076643744,0.7216261,0.06978025,0.0016524141],"about_ca_topic_score_codex":0.0058174096,"about_ca_topic_score_gemma":0.009523352,"teacher_disagreement_score":0.23048621,"about_ca_system_score_codex":0.0011717401,"about_ca_system_score_gemma":0.0013852487,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W3144166713","doi":"","title":"Saving and Wealth: The Adequacy of Household Saving in Canada","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entitlement (fair division); Pension; Economics; Population; Soundness; Population ageing; Retirement age; Business; Labour economics; Demographic economics; Finance","score_opus":0.03307330823376268,"score_gpt":0.2588920446729693,"score_spread":0.2258187364392066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144166713","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":[0.98847055,0.00028505645,1.5311606e-7,0.0004502347,0.000247293,0.00067679834,0.0000121978765,0.000013098503,0.009844614],"genre_scores_gemma":[0.99683344,0.0019692958,0.000078728975,0.0003117797,0.00035161496,0.00008993936,0.000034537275,0.000053923293,0.0002767649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711496,0.00009197466,0.0009637569,0.0007032119,0.00041053045,0.00071557134],"domain_scores_gemma":[0.9979635,0.00048283007,0.00052188267,0.00083689985,0.00016237986,0.000032536496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002115414,0.0003007162,0.0006448058,0.0007571258,0.00017908873,0.00029048455,0.00079910335,0.0001762206,0.00013222339],"category_scores_gemma":[0.0007215062,0.0002711551,0.00010193375,0.00039685942,0.00017339803,0.0003952716,0.002047205,0.0012346022,0.0000049186287],"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":[0.000029170791,0.000036164383,0.96102506,0.00060418557,0.000020125246,0.000017742765,0.00012736631,0.004872778,0.000053816537,0.0009429002,0.0002970069,0.031973694],"study_design_scores_gemma":[0.00043790156,0.0000071542336,0.95040935,0.0008193111,0.000025638004,9.3566865e-7,0.0010117616,0.032013275,0.000011294531,0.0017429794,0.013072127,0.000448261],"about_ca_topic_score_codex":0.86533827,"about_ca_topic_score_gemma":0.9282723,"teacher_disagreement_score":0.062934004,"about_ca_system_score_codex":0.0010866292,"about_ca_system_score_gemma":0.0009945661,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W3144459501","doi":"10.2139/ssrn.676419","title":"Pensions and Corporate Performance: Effects of the Shift from Defined Benefit to Defined Contribution Pension Plans","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Pension; Business; Actuarial science; Accounting; Finance","score_opus":0.006478552039507741,"score_gpt":0.1904264188409432,"score_spread":0.18394786680143546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144459501","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":[0.9971669,0.00066136,0.00021019789,0.0013055723,0.00023367304,0.00031147167,0.000004979149,0.000028688377,0.000077185476],"genre_scores_gemma":[0.9981066,0.00029563744,0.00008371234,0.0006920948,0.0006152534,0.0000062029217,0.000040001047,0.00002369383,0.00013680672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977884,0.000027765776,0.0004595293,0.0002679381,0.0004212989,0.0010350666],"domain_scores_gemma":[0.99871767,0.00009307915,0.0006116891,0.00025616027,0.00029112407,0.00003027664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007940366,0.00023373023,0.00034284993,0.00023690826,0.0005444259,0.0001226485,0.0002770759,0.00008865123,0.000047015106],"category_scores_gemma":[0.00029045818,0.00016901191,0.00014204104,0.0005830214,0.000047557627,0.0006451579,0.00018477102,0.0006277479,0.000086408116],"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":[0.00028231833,0.00008931611,0.9253938,0.00003347828,0.000058578058,0.0000024790631,0.00007319957,0.0003320984,0.0060095782,0.0629277,0.00022811911,0.0045692837],"study_design_scores_gemma":[0.0015186231,0.00009604285,0.9515118,0.00022628513,0.00039055405,0.000013442114,0.000047084483,0.0030176626,0.0010385072,0.040203515,0.0016524321,0.00028402513],"about_ca_topic_score_codex":0.0005099721,"about_ca_topic_score_gemma":0.006384877,"teacher_disagreement_score":0.026117979,"about_ca_system_score_codex":0.00022719942,"about_ca_system_score_gemma":0.00019399943,"threshold_uncertainty_score":0.68921053},"labels":[],"label_agreement":null},{"id":"W3145434943","doi":"","title":"The $1 Trillion Wage Deficit","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Quarter (Canadian coin); Economics; Wage growth; Labour economics; Wage; Real wages; Legislation; Stock (firearms); Minimum wage; Stock market; Business; Geography; Macroeconomics; Political science","score_opus":0.027273831678326834,"score_gpt":0.28480853119778987,"score_spread":0.25753469951946306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145434943","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":[0.8303049,0.00045162445,0.0000015461109,0.00086537714,0.00067750044,0.00095641677,0.000008447895,0.000095120566,0.16663906],"genre_scores_gemma":[0.9852692,0.007488385,0.00014928739,0.0005171858,0.0021167614,0.00009430769,0.00020388428,0.00009098336,0.0040699993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646235,0.00010705125,0.00092248165,0.0009794474,0.00053053227,0.0009981609],"domain_scores_gemma":[0.9974281,0.0003823595,0.00046243315,0.0013650057,0.00032904928,0.000033010987],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0038271279,0.0004131975,0.000588425,0.0009609504,0.0006838258,0.0012378255,0.0013079017,0.00038502296,0.00017149553],"category_scores_gemma":[0.0010068066,0.0003501039,0.00037393975,0.0005373944,0.00022859464,0.00040853085,0.0016981214,0.0015183476,0.00022372331],"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":[0.0004788435,0.000362317,0.1934797,0.0003975926,0.000103320344,0.00011928928,0.00013521843,0.007846051,0.0001058315,0.031423338,0.0034077456,0.76214075],"study_design_scores_gemma":[0.001093265,0.00004218934,0.17738715,0.00059973163,0.00009939952,0.000002360122,0.00044549152,0.057967726,0.000033470133,0.032309115,0.7286872,0.0013328939],"about_ca_topic_score_codex":0.00053693604,"about_ca_topic_score_gemma":0.001724627,"teacher_disagreement_score":0.7608079,"about_ca_system_score_codex":0.0005414254,"about_ca_system_score_gemma":0.00018461725,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W3146807211","doi":"","title":"The Graduate Wage and Earnings Premia and the Role of Non-Cognitive Skills","year":2020,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Earnings; Unobservable; Wage; Economics; Differential (mechanical device); Non cognitive; Quarter (Canadian coin); Cognitive skill; Econometrics; Cognition; Selection (genetic algorithm); Demographic economics; Labour economics; Psychology; Accounting; Computer science","score_opus":0.013222774053113498,"score_gpt":0.25049902304070437,"score_spread":0.23727624898759087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146807211","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":[0.9796161,0.000118347554,4.2048504e-7,0.0008017994,0.0000210964,0.00036906396,0.0000022274037,0.0000091338925,0.019061785],"genre_scores_gemma":[0.99754924,0.0017029592,0.00002074136,0.0003036601,0.00017345125,0.000027500495,0.0000064632336,0.000017598602,0.00019837733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988435,0.00005618234,0.00031010856,0.00030533635,0.00018555365,0.00029933947],"domain_scores_gemma":[0.99882466,0.00065863703,0.00017273497,0.00017318415,0.00014901505,0.000021790465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014878405,0.00012027947,0.0002425256,0.00010924281,0.00033057365,0.00021573172,0.0002277082,0.000045314857,0.00002202496],"category_scores_gemma":[0.0013067791,0.00007944859,0.00006226735,0.00026089756,0.00054109143,0.00031219437,0.0004543537,0.00031695692,0.000010782942],"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":[0.0004811959,0.000035793222,0.7988105,0.00008175933,0.000050700997,0.0000057233356,0.00171206,0.000040328414,0.0003985494,0.0037903993,0.00006320997,0.1945298],"study_design_scores_gemma":[0.0026636664,0.00005228375,0.8766601,0.00016581098,0.00007715304,0.000001302899,0.0053114584,0.07182871,0.00042683873,0.002844823,0.039637968,0.00032990088],"about_ca_topic_score_codex":0.0002845374,"about_ca_topic_score_gemma":0.000153296,"teacher_disagreement_score":0.19419989,"about_ca_system_score_codex":0.000027162952,"about_ca_system_score_gemma":0.000026793467,"threshold_uncertainty_score":0.32398194},"labels":[],"label_agreement":null},{"id":"W3146908050","doi":"10.1002/j.2325-8012.2004.tb00629.x","title":"Can Consumer Attitudes Forecast Household Spending in the United States? Further Evidence from the Michigan Survey of Consumers","year":2004,"lang":"en","type":"article","venue":"Southern Economic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Chinese University of Hong Kong","keywords":"Consumer confidence index; Consumption (sociology); Consumer spending; Personal consumption expenditures price index; Economics; Consumer price index (South Africa); Index (typography); Perception; Politics; Survey data collection; Consumer behaviour; Marketing; Psychology; Political science; Business; Macroeconomics; Sociology; Statistics; Social science","score_opus":0.0632893112568123,"score_gpt":0.25252904196214826,"score_spread":0.18923973070533595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146908050","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":[0.998197,0.0003220861,0.000015914164,0.0008411849,0.00026316967,0.00018646606,0.00011376427,0.000012895505,0.00004750067],"genre_scores_gemma":[0.99858385,0.00011573889,0.000036148536,0.00086576614,0.00026016822,0.0000030182096,0.00008308994,0.000034059336,0.000018170427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984466,0.00012147375,0.00065991475,0.00023341653,0.00020567173,0.00033292465],"domain_scores_gemma":[0.99839467,0.0004019501,0.00075416075,0.00033733028,0.00009419026,0.000017694774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227239,0.0002178415,0.00031533523,0.00025801623,0.0002505446,0.0004305752,0.0007285851,0.000054209264,0.00048318825],"category_scores_gemma":[0.00021221516,0.00013917519,0.00013893175,0.0003758315,0.00019115218,0.00046539184,0.000097181386,0.00034454992,0.00019069978],"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":[0.000064695254,0.000028966755,0.99266905,0.000007846207,0.000057891702,0.000010438188,0.0029428243,0.003824369,0.00003594775,0.00012435729,0.00012300191,0.000110645524],"study_design_scores_gemma":[0.0008572135,0.0000085524025,0.99040085,0.00027850055,0.00012470176,0.000007863006,0.004937117,0.00086300645,0.00001540442,0.0017167585,0.0005668573,0.00022317047],"about_ca_topic_score_codex":0.13739885,"about_ca_topic_score_gemma":0.18248549,"teacher_disagreement_score":0.045086645,"about_ca_system_score_codex":0.000098771954,"about_ca_system_score_gemma":0.00008836804,"threshold_uncertainty_score":0.86834526},"labels":[],"label_agreement":null},{"id":"W3147742872","doi":"","title":"Consumption Risk-Sharing in China","year":2016,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); China; Geography; Demographic economics; Economics; Development economics; Sociology","score_opus":0.014261775663480497,"score_gpt":0.2236887546964763,"score_spread":0.2094269790329958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147742872","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":[0.987782,0.000024482017,0.0002261336,0.00020724064,0.00012965887,0.00010627408,7.9562216e-7,0.000103832426,0.011419603],"genre_scores_gemma":[0.99705976,0.00003559036,0.00014035747,0.0002648989,0.00030448817,0.000007856329,0.0000072911157,0.000013511175,0.0021662419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906015,0.0000060611565,0.00025947494,0.00028139798,0.00017197018,0.00022091877],"domain_scores_gemma":[0.9995391,0.00002239604,0.00015518545,0.00022750201,0.00004934526,0.000006507039],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037555958,0.00011783733,0.00014729402,0.00033671278,0.00008550846,0.00010527493,0.00016647413,0.0000422562,0.003632764],"category_scores_gemma":[0.00017672133,0.00007853813,0.00006460879,0.0003489632,0.000025770949,0.0011373984,0.00015262631,0.000057367804,0.0026076536],"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":[0.000012855663,0.00002332988,0.98161054,0.000017130038,0.0000022142708,0.0000033859237,0.000008605638,0.0000034509899,0.0005341098,0.013378964,0.00076134334,0.003644082],"study_design_scores_gemma":[0.00046780444,0.0000019991135,0.9855992,0.000072920535,0.000023992352,1.6498849e-7,0.00000456803,0.0019571965,0.00007349005,0.004288373,0.0073555736,0.00015470048],"about_ca_topic_score_codex":0.0019158456,"about_ca_topic_score_gemma":0.0011904466,"teacher_disagreement_score":0.009277785,"about_ca_system_score_codex":0.00003761276,"about_ca_system_score_gemma":0.000003941222,"threshold_uncertainty_score":0.99816895},"labels":[],"label_agreement":null},{"id":"W3148654447","doi":"","title":"At What Cost? Access to Consumer Credit in a Post-Financial Crisis Canada","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Credit card; Credit history; Credit reference; Credit card interest; Business; Debt; Consolidation (business); Finance; Payment; Financial system; Credit crunch; Credit enhancement; Installment credit; Credit risk","score_opus":0.022786533140894672,"score_gpt":0.23679930002673963,"score_spread":0.21401276688584495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148654447","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":[0.9887556,0.0003396719,0.0000068550535,0.0013175742,0.0015853479,0.0007189957,0.000021946506,0.00008966998,0.007164328],"genre_scores_gemma":[0.9633427,0.000035856647,0.00016461575,0.034632806,0.0008800668,0.0001194879,0.00010450106,0.00005582104,0.0006641005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971694,0.0000314871,0.000657642,0.0007122568,0.0006712759,0.00075796363],"domain_scores_gemma":[0.99841887,0.00004450957,0.0002674642,0.0006467351,0.000513973,0.00010846259],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040538737,0.00039231093,0.00051621115,0.00038095043,0.00034449887,0.0008177952,0.00086605776,0.0001367235,0.005750853],"category_scores_gemma":[0.0004657071,0.00039883732,0.00014377463,0.0012676643,0.000057696434,0.004456613,0.0008087864,0.00026722936,0.0014160359],"study_design_candidate":"observational","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":[0.00041258792,0.00015876789,0.75297254,0.00010738506,0.000028038672,0.00029754973,0.00018784238,0.000024351439,0.00019213922,0.010432652,0.23384804,0.001338125],"study_design_scores_gemma":[0.0008928718,0.000018303856,0.49794757,0.00019306142,0.00013003609,0.0000020756302,0.00024284971,0.00008231897,0.00046329258,0.00077858754,0.49846312,0.0007859057],"about_ca_topic_score_codex":0.8419587,"about_ca_topic_score_gemma":0.97280186,"teacher_disagreement_score":0.2646151,"about_ca_system_score_codex":0.0003933269,"about_ca_system_score_gemma":0.00027284794,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W3148938743","doi":"","title":"Inheriting Wealth in America: Future Boom or Bust?","year":2015,"lang":"en","type":"article","venue":"OUP Catalogue","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inheritance (genetic algorithm); Boom; Quarter (Canadian coin); Bust; Reputation; National wealth; Economics; Inequality; Consumption (sociology); Demographic economics; Labour economics; Political science; Finance; History; Sociology; Law; Engineering","score_opus":0.03514173229726368,"score_gpt":0.25229595545713024,"score_spread":0.21715422315986654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148938743","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":[0.9907214,0.00033522374,0.000055683016,0.0014759513,0.0009160976,0.00034145304,0.0000202726,0.00019664575,0.0059372797],"genre_scores_gemma":[0.9899546,0.000034605644,0.00068471686,0.0036832022,0.0034313402,0.000029899527,0.001286636,0.00004776984,0.00084722054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839455,0.000018242981,0.00040741728,0.0003939291,0.00035064024,0.00043523515],"domain_scores_gemma":[0.9991468,0.000023776103,0.00025938483,0.00034798542,0.00018749759,0.00003454423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043010982,0.0002288688,0.00035021213,0.0003497108,0.00011900184,0.00019356477,0.00030641793,0.000095808056,0.00022626997],"category_scores_gemma":[0.00029917987,0.00019643732,0.00007761151,0.0014189933,0.00005270962,0.0010655338,0.0002304446,0.0002091598,0.0013323869],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021901343,0.00022714175,0.8783218,0.00024637676,0.00001550428,0.00029219376,0.00065421837,0.0001295057,0.00012942262,0.0037094336,0.10260904,0.013446343],"study_design_scores_gemma":[0.0010417848,0.000026328033,0.10928428,0.00012196286,0.000056731526,0.0000047075678,0.0017236411,0.0025223317,0.000015864325,0.0005515609,0.8841405,0.0005102879],"about_ca_topic_score_codex":0.0068284106,"about_ca_topic_score_gemma":0.006294403,"teacher_disagreement_score":0.78153145,"about_ca_system_score_codex":0.000102412625,"about_ca_system_score_gemma":0.00007667223,"threshold_uncertainty_score":0.9997852},"labels":[],"label_agreement":null},{"id":"W3149130692","doi":"10.1093/rof/rfad010","title":"Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments","year":2023,"lang":"en","type":"article","venue":"European Finance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Booth University College; Kellogg's (Canada)","funders":"","keywords":"Stimulus (psychology); Economics; Market liquidity; Payment; Monetary economics; Consumption (sociology); Finance","score_opus":0.02034943617502489,"score_gpt":0.2595594159650431,"score_spread":0.23920997979001823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149130692","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":[0.9531632,0.027326802,0.000014334182,0.015392926,0.0004937435,0.0013968827,0.00001126287,0.00015724449,0.0020435918],"genre_scores_gemma":[0.8509606,0.12986156,0.000044592885,0.014344093,0.0010775815,0.000086181964,0.000049966206,0.0000692489,0.003506149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984188,0.00030517392,0.00047703102,0.00035347827,0.00019005245,0.00025546513],"domain_scores_gemma":[0.9989036,0.00017677348,0.00029057835,0.00055540825,0.00006118848,0.000012497566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004775729,0.00019430205,0.00033936911,0.00009138722,0.00036838028,0.00021372188,0.0004694407,0.0000147324445,0.00018497912],"category_scores_gemma":[0.0006518092,0.00011532196,0.00012626221,0.0006551824,0.000103998645,0.00033347792,0.00070640264,0.00011914084,0.017439004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016715864,0.000070734306,0.15786785,0.004361339,0.00008256084,0.00020824147,0.00032198333,0.0007704831,0.00008918285,0.014723465,0.712008,0.10782454],"study_design_scores_gemma":[0.00034688547,0.000007611047,0.2890679,0.001116104,0.00009384688,0.0000014310591,0.0000028091404,0.00095681835,7.6199154e-7,0.00006006223,0.7082088,0.00013696904],"about_ca_topic_score_codex":0.000048426915,"about_ca_topic_score_gemma":0.000033827353,"teacher_disagreement_score":0.13120003,"about_ca_system_score_codex":0.000031525356,"about_ca_system_score_gemma":0.000014514158,"threshold_uncertainty_score":0.983326},"labels":[],"label_agreement":null},{"id":"W3152178634","doi":"","title":"The Importance of Financial Resources for Student Loan Repayment","year":2013,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loan; Payment; Revenue; Business; Government (linguistics); Finance; Student loan; Actuarial science; Economics; Labour economics","score_opus":0.017149378139682404,"score_gpt":0.2808406159850896,"score_spread":0.26369123784540716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152178634","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":[0.98236185,0.00010098927,5.7840174e-7,0.00049902336,0.00014531917,0.00089715404,0.0000031186316,0.000017105507,0.015974833],"genre_scores_gemma":[0.9961328,0.00037252193,0.0001468059,0.00033896824,0.00054794207,0.00034635884,0.000013059147,0.000028771761,0.0020727802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799025,0.000029316338,0.00069322606,0.0004106845,0.00031789177,0.000558632],"domain_scores_gemma":[0.99839425,0.00034553735,0.0003205156,0.0005827945,0.00033602346,0.000020891788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019403652,0.00015520395,0.00028906963,0.00026174178,0.00037894587,0.0002646933,0.0005919035,0.00007224876,0.00015158218],"category_scores_gemma":[0.0008751267,0.0001228338,0.00016235039,0.00030504493,0.00020640809,0.00042059112,0.00035153894,0.0001892541,0.000031412077],"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":[0.00010154393,0.00012849014,0.94747764,0.00008062839,0.000017161005,0.000002595849,0.0001341911,0.00014214432,0.00020427573,0.008526459,0.0019665328,0.041218344],"study_design_scores_gemma":[0.0006231948,0.000047581696,0.72733593,0.00006042429,0.000015609367,2.8849055e-7,0.000595421,0.0046186023,0.00006688304,0.0039894017,0.26242542,0.00022125067],"about_ca_topic_score_codex":0.00029726676,"about_ca_topic_score_gemma":0.0016285707,"teacher_disagreement_score":0.2604589,"about_ca_system_score_codex":0.00016073647,"about_ca_system_score_gemma":0.000061984996,"threshold_uncertainty_score":0.5009017},"labels":[],"label_agreement":null},{"id":"W3154788947","doi":"10.3386/w28693","title":"Risky Business Cycles","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Business","score_opus":0.2974275710537044,"score_gpt":0.4732802117894622,"score_spread":0.17585264073575785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154788947","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060468834,0.0017085214,0.0000022107122,0.00082202756,0.0015106963,0.000566152,0.00006904917,0.000054780885,0.9347977],"genre_scores_gemma":[0.9437642,0.002062524,0.00025915215,0.00019510157,0.015072585,0.00013475351,0.006573122,0.00016701747,0.031771526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457383,0.000056598237,0.0010921691,0.0008236938,0.0029293771,0.0005243563],"domain_scores_gemma":[0.98652077,0.00041447004,0.0008110537,0.00052716746,0.01170362,0.000022914312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0053569446,0.00034015015,0.0008277766,0.0022900794,0.00028887505,0.00044625154,0.0007827148,0.00041024105,0.0043490934],"category_scores_gemma":[0.0038636697,0.0003563222,0.00036336042,0.0013101717,0.00024671844,0.0008549154,0.0007169447,0.0006458395,0.0013229066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009127678,0.0002983125,0.14814527,0.0018869182,0.0002608574,0.000050536855,0.00001824567,0.0006990816,0.0001988923,0.28202122,0.56396025,0.0023691123],"study_design_scores_gemma":[0.00081020297,0.000014431528,0.11786992,0.0009454702,0.00021544872,0.000010901204,0.000083537685,0.0022319534,0.00012477332,0.19688192,0.6798271,0.0009843715],"about_ca_topic_score_codex":0.015536798,"about_ca_topic_score_gemma":0.0018906833,"teacher_disagreement_score":0.9030262,"about_ca_system_score_codex":0.0010624643,"about_ca_system_score_gemma":0.0032499097,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W3154908982","doi":"10.3390/math9080873","title":"Predicting Stock Market Investment Intention and Behavior among Malaysian Working Adults Using Partial Least Squares Structural Equation Modeling","year":2021,"lang":"en","type":"article","venue":"Mathematics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Overconfidence effect; Stock market; Structural equation modeling; Herding; Financial literacy; Financial market; Investment decisions; Stock (firearms); Business; Investment (military); Economics; Financial economics; Behavioral economics; Finance; Psychology","score_opus":0.040506880271524645,"score_gpt":0.2458557417106493,"score_spread":0.20534886143912467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154908982","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":[0.9946488,0.00006264473,0.0041849855,0.00001968421,0.00022606099,0.00032843364,0.00000205576,0.00008629992,0.0004409926],"genre_scores_gemma":[0.9921683,0.0000032634773,0.0070866477,0.00008376899,0.0004347409,0.000024794404,0.00007784183,0.000038622584,0.00008198922],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830186,0.000023703733,0.00059748965,0.0003568651,0.00042393702,0.00029612306],"domain_scores_gemma":[0.99903554,0.000029361368,0.0004066468,0.00024180219,0.00026317153,0.000023481036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034628998,0.00023600673,0.00028515203,0.00019889767,0.0003526922,0.0005213685,0.00010573521,0.000084047555,0.00018974871],"category_scores_gemma":[0.00025282576,0.0002366529,0.00010477509,0.000408375,0.000040708506,0.00092449767,0.00024496036,0.00013758891,0.0000068281306],"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":[0.00001992297,0.00007950105,0.99252194,0.0005242531,0.000020876574,0.00001893473,0.00073343347,0.0028236446,0.00038638472,0.0020363408,0.000016227057,0.00081856083],"study_design_scores_gemma":[0.00033165046,0.000005546309,0.033106923,0.00069345254,0.00043107738,0.0000048507277,0.0012469651,0.9624703,0.000051592087,0.0014126193,0.000009268273,0.00023574136],"about_ca_topic_score_codex":0.00032448373,"about_ca_topic_score_gemma":0.00033466343,"teacher_disagreement_score":0.95964664,"about_ca_system_score_codex":0.000070343536,"about_ca_system_score_gemma":0.000017477767,"threshold_uncertainty_score":0.9650425},"labels":[],"label_agreement":null},{"id":"W3156083275","doi":"10.1111/jmcb.13023","title":"Revolving versus Convenience Use of Credit Cards: Evidence from U.S. Credit Bureau Data","year":2023,"lang":"en","type":"article","venue":"Journal of money credit and banking","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Credit history; Credit card interest; Debt; Credit reference; Payment; Revolving door; Credit score; Quarter (Canadian coin); Business; Credit default swap index; Actuarial science; Economics; Credit enhancement; Finance; Credit risk","score_opus":0.13224984268828738,"score_gpt":0.3056495240219533,"score_spread":0.1733996813336659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156083275","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":[0.99429387,0.0019103482,0.00018769813,0.0004430468,0.0028496122,0.00012170345,0.0000354363,0.00005017408,0.00010811713],"genre_scores_gemma":[0.98931134,0.001185675,0.00176858,0.00013349252,0.007365158,0.0000016758586,0.00013001676,0.0000343433,0.00006971298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970268,0.000038370355,0.0010205611,0.0004279227,0.0011193184,0.00036699662],"domain_scores_gemma":[0.9962694,0.0008050926,0.0014648329,0.00064374664,0.00077298057,0.000043950993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016070842,0.00026273492,0.00064973335,0.00063978846,0.00024494476,0.00042161223,0.00085002533,0.00011438078,0.0002463016],"category_scores_gemma":[0.0039150366,0.00023216836,0.0001815528,0.0011322834,0.00013590559,0.0060254782,0.0008960721,0.00033067414,0.000029317649],"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":[0.0011188707,0.00008866114,0.79413736,0.00038889257,0.00027297862,0.00046509987,0.0005597315,0.0005392221,0.010721143,0.000493172,0.18551792,0.00569695],"study_design_scores_gemma":[0.0039601205,0.00026660462,0.7374391,0.007988724,0.0032701541,0.000023429411,0.0010025069,0.11650589,0.0006632354,0.0032535433,0.12431153,0.001315188],"about_ca_topic_score_codex":0.002130171,"about_ca_topic_score_gemma":0.00013923347,"teacher_disagreement_score":0.11596667,"about_ca_system_score_codex":0.000045155906,"about_ca_system_score_gemma":0.00007857931,"threshold_uncertainty_score":0.9467551},"labels":[],"label_agreement":null},{"id":"W3156640382","doi":"10.5539/ijef.v13n5p36","title":"The Impact of Gender on Financial Goal Setting and Planning","year":2021,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial plan; Disadvantaged; Finance; Retirement planning; Financial security; Ethnic group; Business; Economics; Economic growth; Political science","score_opus":0.015219216190425988,"score_gpt":0.25457457669668015,"score_spread":0.23935536050625417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156640382","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":[0.99791974,0.000636027,0.000014668487,0.00028141358,0.0003988693,0.000020895042,0.0000053289064,0.0000010904075,0.0007219575],"genre_scores_gemma":[0.99782836,0.00088604336,0.00016026456,0.00023710857,0.0008351849,4.6086626e-7,0.0000035463536,0.0000060750995,0.000042958854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993593,0.0000051908714,0.00036417856,0.00010110849,0.000077652905,0.0000925861],"domain_scores_gemma":[0.998907,0.00007601033,0.00057760096,0.00006162699,0.0003717231,0.0000060306024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029538939,0.00008217321,0.00015631616,0.00010076552,0.000092578026,0.0001768966,0.00013883918,0.000028312585,0.000011899841],"category_scores_gemma":[0.0002344547,0.00006215317,0.000108636516,0.000056710494,0.000039833747,0.0003813059,0.000087239256,0.000096861775,0.0000018307188],"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":[0.0005492239,0.00011199866,0.7688237,0.000022322116,0.0001854495,0.0001310807,0.00028237712,0.025071366,0.00022675446,0.1706187,0.0033776045,0.03059946],"study_design_scores_gemma":[0.00087979663,0.000039931874,0.92408216,0.00014591825,0.000036586254,0.000044701686,0.00008622249,0.03167756,0.00013434044,0.020972287,0.021736858,0.00016363747],"about_ca_topic_score_codex":0.00003508694,"about_ca_topic_score_gemma":0.0000133417525,"teacher_disagreement_score":0.1552585,"about_ca_system_score_codex":0.00003035563,"about_ca_system_score_gemma":0.0000614514,"threshold_uncertainty_score":0.25345328},"labels":[],"label_agreement":null},{"id":"W3156732703","doi":"","title":"Household Wealth Trends in the United States, 1962 to 2019: Median Wealth Rebounds... But Not Enough","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Percentage point; Economics; National wealth; Net worth; Debt; Median income; Stock (firearms); Demographic economics; Demography; Population; Finance; Geography","score_opus":0.04388507506887741,"score_gpt":0.3043089986053178,"score_spread":0.2604239235364404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156732703","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":[0.9748518,0.00012208728,0.0000014017818,0.007361476,0.0006929171,0.000993269,0.00012388911,0.0000813255,0.015771845],"genre_scores_gemma":[0.974239,0.006232684,0.00034640078,0.007596587,0.0017864608,0.00033362914,0.00502446,0.00018471466,0.0042560687],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385154,0.000402085,0.0015087364,0.0016381026,0.0009779817,0.0016215349],"domain_scores_gemma":[0.9963334,0.0005210701,0.00058064406,0.0020758058,0.00037379735,0.00011523961],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0064553116,0.0006331708,0.0010670775,0.004597432,0.00044444174,0.0015081214,0.0020064393,0.0004733674,0.00039828802],"category_scores_gemma":[0.000844353,0.00059452764,0.00033001567,0.0028163348,0.0002245898,0.0005322017,0.0023302368,0.0025675148,0.00007363124],"study_design_candidate":"observational","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":[0.0016864208,0.0027016473,0.50762826,0.0030695114,0.00040935536,0.0016634382,0.014803195,0.13171785,0.00019520601,0.0086208135,0.033176407,0.2943279],"study_design_scores_gemma":[0.0019196316,0.00010449403,0.29288837,0.0012230362,0.0001086913,0.000006482531,0.0066837277,0.040730838,0.000032738946,0.0013395402,0.653007,0.0019554656],"about_ca_topic_score_codex":0.042692155,"about_ca_topic_score_gemma":0.052797318,"teacher_disagreement_score":0.61983055,"about_ca_system_score_codex":0.0016460007,"about_ca_system_score_gemma":0.00087826146,"threshold_uncertainty_score":0.9997336},"labels":[],"label_agreement":null},{"id":"W3156945380","doi":"10.2139/ssrn.3647271","title":"Structure of Intergenerational Risk-Sharing Plans: Optimality and Fairness","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Risk analysis (engineering); Actuarial science; Public economics; Economics","score_opus":0.009579947095505411,"score_gpt":0.2091294081970064,"score_spread":0.19954946110150099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156945380","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":[0.9967699,0.00046244124,0.0020559689,0.00039292756,0.000092475224,0.00006974765,0.00000867861,0.000021245212,0.00012658308],"genre_scores_gemma":[0.99808466,0.00023539817,0.00016893272,0.0003066966,0.001118368,7.011014e-7,0.0000322737,0.00001608152,0.000036856894],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984464,0.000016072732,0.00038258763,0.00023859178,0.0002820064,0.0006343201],"domain_scores_gemma":[0.999254,0.000014066734,0.00042995138,0.00009942864,0.00018346819,0.000019112915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050171127,0.00015267573,0.00023406373,0.00012367213,0.00020870271,0.00014834195,0.00024378378,0.00005314502,0.00017851357],"category_scores_gemma":[0.00017236,0.00013389795,0.00009646124,0.00031325547,0.000036816058,0.0007501018,0.00014074802,0.0007135142,0.000009333859],"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":[0.00010281049,0.000018868366,0.87154686,0.00004975771,0.000072399016,0.0000020525067,0.000084793726,0.0005421706,0.002714931,0.12346042,0.00011504864,0.0012898599],"study_design_scores_gemma":[0.003799548,0.00027000182,0.35655642,0.00019116234,0.0011246619,0.00008902337,0.0025873024,0.10966409,0.0017302559,0.51702905,0.0055474616,0.0014110218],"about_ca_topic_score_codex":0.0002227699,"about_ca_topic_score_gemma":0.0007912653,"teacher_disagreement_score":0.51499045,"about_ca_system_score_codex":0.000076416196,"about_ca_system_score_gemma":0.00013926762,"threshold_uncertainty_score":0.54602},"labels":[],"label_agreement":null},{"id":"W3157560619","doi":"10.2139/ssrn.3297241","title":"The Social Rate of Time Preference and the Social Discount Rate","year":2018,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Social discount rate; Economics; Time preference; Discounting; Consumption (sociology); Shadow price; Marginal utility; Per capita; Social welfare function; Investment (military); Public economics; Present value; Government (linguistics); Microeconomics; Welfare; Cost–benefit analysis; Finance","score_opus":0.013163279840418297,"score_gpt":0.24219495055757784,"score_spread":0.22903167071715955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157560619","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":[0.99017954,0.0018081774,0.00019694865,0.004625403,0.00057988876,0.0005275805,0.000008809909,0.00003645136,0.0020372258],"genre_scores_gemma":[0.98893195,0.0024794498,0.000006066207,0.000342832,0.005689064,0.00002215872,0.000034347027,0.000046946305,0.0024472047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965942,0.000245563,0.0007633727,0.0003932429,0.00047493647,0.0015286802],"domain_scores_gemma":[0.99722016,0.00015182282,0.0017008808,0.00028879286,0.00062695815,0.000011397905],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007962191,0.00039816013,0.0006232136,0.00016287669,0.0022926535,0.0009395257,0.0010048922,0.00019954116,0.000110773195],"category_scores_gemma":[0.0002825059,0.00022811985,0.0004267018,0.0003293178,0.0007520169,0.0004238778,0.0009904872,0.0022828137,0.00008687846],"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":[0.0027788274,0.00015817537,0.013768735,0.00033185125,0.0013342628,0.0000051822612,0.0018050069,0.000036560148,0.00046284375,0.95867395,0.011756917,0.008887662],"study_design_scores_gemma":[0.0020474922,0.000037278558,0.02364485,0.00014858566,0.0012778775,0.0000069975913,0.00085722015,0.003361337,0.000020993633,0.9573046,0.010691486,0.0006012597],"about_ca_topic_score_codex":0.00065183965,"about_ca_topic_score_gemma":0.0011571528,"teacher_disagreement_score":0.009876114,"about_ca_system_score_codex":0.00028349622,"about_ca_system_score_gemma":0.00092887576,"threshold_uncertainty_score":0.9990062},"labels":[],"label_agreement":null},{"id":"W3165450981","doi":"10.3386/w28828","title":"Why Do Couples and Singles Save during Retirement? Household Heterogeneity and its Aggregate Implications","year":2021,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Economic and Social Research Council; U.S. Social Security Administration; National Science Foundation","keywords":"Aggregate (composite); Economics; Demographic economics; Econometrics; Materials science","score_opus":0.2313107203109023,"score_gpt":0.406682559890118,"score_spread":0.17537183957921568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165450981","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":[0.99249727,0.0028111022,0.0000013928153,0.0013656318,0.00011286177,0.0005109622,0.000066607274,0.000032575317,0.0026015984],"genre_scores_gemma":[0.9969581,0.0013671584,0.00014034072,0.00016657759,0.0006303277,0.00008645333,0.00051526976,0.00004233035,0.00009346736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737185,0.000055161836,0.0006764408,0.000894563,0.0006312797,0.0003707116],"domain_scores_gemma":[0.997621,0.00021392386,0.0004931428,0.0003962212,0.00123902,0.000036712332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014725272,0.00028335367,0.0004878281,0.0009723028,0.00043141417,0.00086217734,0.00039513953,0.00022769002,0.00013238758],"category_scores_gemma":[0.0005151632,0.00031631236,0.00014541141,0.0002955154,0.00021106239,0.0006809531,0.0018250964,0.00045224038,0.000015752696],"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":[0.00018563357,0.00031785146,0.66938245,0.0032740014,0.0004098109,0.000016131584,0.00015541306,0.0026300573,0.019012816,0.2990766,0.0048274375,0.00071181],"study_design_scores_gemma":[0.0021469067,0.000042856485,0.72590744,0.0019512431,0.00034711574,0.000013682984,0.00026235633,0.022516318,0.008013925,0.23213856,0.004982713,0.0016768563],"about_ca_topic_score_codex":0.0012278185,"about_ca_topic_score_gemma":0.0011416579,"teacher_disagreement_score":0.066938035,"about_ca_system_score_codex":0.00028779928,"about_ca_system_score_gemma":0.00018247245,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W3166133713","doi":"","title":"Asset Meltdown – Fact or Fiction?","year":2011,"lang":"en","type":"article","venue":"CBS Research Portal (Copenhagen Business School)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Treasury; Asset (computer security); Economics; Bond; Variety (cybernetics); Financial economics; Asset allocation; Capital asset pricing model; Monetary economics; Business; Geography; Finance; Portfolio","score_opus":0.1572163793286999,"score_gpt":0.33920239092683946,"score_spread":0.18198601159813957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166133713","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":[0.676485,0.00041738333,0.00013907006,0.00032072834,0.0009364718,0.0014367832,0.000030277139,0.0004655459,0.31976873],"genre_scores_gemma":[0.9627827,0.00009541909,0.0005675076,0.0006123871,0.0017802938,0.00018560291,0.00039773103,0.00013392752,0.033444438],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9945168,0.00011164019,0.0009613478,0.0011251362,0.0019043882,0.0013806976],"domain_scores_gemma":[0.99504477,0.00010325486,0.00039759933,0.001207843,0.0030974008,0.00014914166],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00261147,0.0005394743,0.0006597411,0.0014098794,0.001075717,0.001184972,0.0013397447,0.0002553625,0.20151082],"category_scores_gemma":[0.0028721087,0.00043439935,0.00024166585,0.0059113353,0.00027884895,0.004836283,0.0009770173,0.00075043546,0.03795291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064084335,0.0005768311,0.20618783,0.00037850934,0.000091675116,0.001101067,0.00008967638,0.000015200889,0.0018272471,0.002886297,0.7844994,0.001705417],"study_design_scores_gemma":[0.00083312264,0.000043368622,0.71354717,0.00017761768,0.00012424887,0.000014296336,0.00037215828,0.00045697187,0.0005675331,0.0005868821,0.28251302,0.0007635872],"about_ca_topic_score_codex":0.0064031556,"about_ca_topic_score_gemma":0.001445634,"teacher_disagreement_score":0.5073593,"about_ca_system_score_codex":0.00010530623,"about_ca_system_score_gemma":0.00040242297,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W3166785359","doi":"10.1111/jpet.12539","title":"Age‐related taxation of bequests in the presence of a dependency risk","year":2021,"lang":"en","type":"article","venue":"Journal of Public Economic Theory","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Economics; Redistribution (election); Welfare; Equity (law); Wage; Labour economics; Health insurance; Demographic economics; Health care","score_opus":0.014600988954999844,"score_gpt":0.22690030631910227,"score_spread":0.21229931736410243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166785359","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":[0.9950836,0.00042214198,0.000088204055,0.00028253155,0.00026234327,0.00007295054,0.0000026735388,0.000003627407,0.0037819813],"genre_scores_gemma":[0.99931556,0.000098345,0.00011046502,0.00009440215,0.000233997,0.0000013299419,0.000007672091,0.000008751615,0.00012947907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840134,0.00020235757,0.00095683103,0.000119084536,0.00018183386,0.0001385511],"domain_scores_gemma":[0.99615234,0.00029739554,0.002988811,0.00023814455,0.00031405146,0.000009258779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044567,0.00009540591,0.00031911882,0.00043183652,0.00004424487,0.00009608186,0.0004046615,0.000059419643,0.00074060535],"category_scores_gemma":[0.002045588,0.00007300939,0.0001938989,0.00039065976,0.00007367764,0.0013832176,0.00008812726,0.00020462566,0.000019507183],"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":[0.00004940223,0.0001699337,0.74523073,0.00006795552,0.00006677183,0.00004258312,0.0005698733,0.0004630152,0.00052354974,0.24763182,0.0004885045,0.0046958476],"study_design_scores_gemma":[0.0010093115,0.000030242521,0.7463818,0.00016364495,0.00021685868,0.000020795553,0.0013028111,0.001935911,0.00029660744,0.2459735,0.0025041418,0.00016433325],"about_ca_topic_score_codex":0.00021071741,"about_ca_topic_score_gemma":0.00045030224,"teacher_disagreement_score":0.0045315144,"about_ca_system_score_codex":0.000051285922,"about_ca_system_score_gemma":0.00012994774,"threshold_uncertainty_score":0.8109109},"labels":[],"label_agreement":null},{"id":"W3167085085","doi":"10.5430/ijfr.v12n5p1","title":"Formal and Informal Savings Habits and Income Levels: A Case Study in Mexico","year":2021,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Logit; Demographic economics; Informal sector; Economics; Low income; Generalization; Logistic regression; Econometrics; Economic growth; Statistics","score_opus":0.05782610094834732,"score_gpt":0.36003118156862185,"score_spread":0.3022050806202745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167085085","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":[0.99844724,0.00020444447,0.000019862317,0.0004111892,0.0002701351,0.00013387532,0.0000032261419,0.000004814609,0.0005051924],"genre_scores_gemma":[0.9986387,0.000039127022,0.00018949505,0.00026077233,0.0007347749,0.0000047982135,0.0000027152696,0.0000108216245,0.000118804724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975363,0.00005085409,0.00067741296,0.00019191102,0.0012165899,0.000326927],"domain_scores_gemma":[0.99704653,0.00016717476,0.0002596998,0.00010520076,0.0023893998,0.000032020616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027790621,0.00012877976,0.00027206933,0.0012603998,0.000204861,0.0004939342,0.0002865104,0.00006568704,0.00008619535],"category_scores_gemma":[0.002611401,0.00011954913,0.000068180394,0.00075761316,0.000094887015,0.0027550703,0.00075726473,0.0005181244,0.000011252185],"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":[0.00018795574,0.00018612212,0.9483721,0.000029410621,0.00001738022,0.010102391,0.0006959399,0.000009672329,0.00014969615,0.0023890734,0.0001052542,0.037754975],"study_design_scores_gemma":[0.0015913052,0.00008256289,0.99170935,0.00015975878,0.00001782515,0.0009570296,0.0006555856,0.0006384889,0.00005776491,0.00064247724,0.003362335,0.00012549569],"about_ca_topic_score_codex":0.001207631,"about_ca_topic_score_gemma":0.004739148,"teacher_disagreement_score":0.043337245,"about_ca_system_score_codex":0.00008440429,"about_ca_system_score_gemma":0.000248793,"threshold_uncertainty_score":0.4875072},"labels":[],"label_agreement":null},{"id":"W3167316395","doi":"10.3389/fpsyg.2021.638043","title":"The Role of Income Volatility and Perceived Locus of Control in Financial Planning Decisions","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"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":"","keywords":"Locus of control; Volatility (finance); Financial plan; Payment; Financial compensation; Finance; Economics; Psychology; Compensation (psychology); Social psychology","score_opus":0.009074565383721367,"score_gpt":0.25719668587189176,"score_spread":0.2481221204881704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167316395","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":[0.9948766,0.002471277,0.0009230776,0.00021683333,0.00045923732,0.00012898694,0.0000040035425,0.000006180242,0.00091378187],"genre_scores_gemma":[0.99867654,0.00006383175,0.00085514365,0.00028672235,0.00007351298,0.000007850432,0.000007873816,0.00000788022,0.000020651143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987819,0.00005767056,0.00053530646,0.0002689894,0.00014263635,0.0002134529],"domain_scores_gemma":[0.99920636,0.00013128805,0.0002266627,0.00028501014,0.00014280906,0.000007841379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005435999,0.0001106877,0.0003968275,0.00031124937,0.00006901578,0.00002032674,0.0001935405,0.0001054616,0.000032561773],"category_scores_gemma":[0.00078530586,0.00009488932,0.00006728363,0.0006876939,0.00012439616,0.00018284643,0.00008849394,0.00016146133,0.0000018324773],"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":[0.0002242455,0.000063332816,0.98438704,0.0000118652215,0.00000687175,0.000012176,0.00011060119,0.000015629497,0.00044591786,0.0004943555,0.00083525444,0.013392697],"study_design_scores_gemma":[0.0011000953,0.000010459766,0.95721745,0.000073410054,0.000024472834,6.985059e-7,0.00021217676,0.0058287517,0.00001001384,0.028845469,0.006592756,0.000084233034],"about_ca_topic_score_codex":0.0002683506,"about_ca_topic_score_gemma":0.0007104655,"teacher_disagreement_score":0.028351113,"about_ca_system_score_codex":0.000024686367,"about_ca_system_score_gemma":0.000026614884,"threshold_uncertainty_score":0.38694742},"labels":[],"label_agreement":null},{"id":"W3168381718","doi":"10.5539/ijef.v13n7p7","title":"Financial Literacy, Stability, and Security as Understood by Male Saudi University Students","year":2021,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Financial stability; Financial plan; Descriptive statistics; Retirement planning; Business; Literacy; Economics; Public relations; Sociology; Accounting; Political science; Economic growth; Financial system","score_opus":0.009210782613789955,"score_gpt":0.22048792242726345,"score_spread":0.21127713981347349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168381718","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":[0.9972154,0.0005043688,0.000019914354,0.00091855373,0.00043145526,0.00003756166,0.000024724714,0.0000027239246,0.00084530254],"genre_scores_gemma":[0.9954562,0.0029891154,0.00014740684,0.0006965943,0.00033976167,2.0857833e-7,0.000017908083,0.000006784358,0.00034602752],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921054,0.000010459557,0.00032300304,0.00020501736,0.00013703294,0.000113943046],"domain_scores_gemma":[0.998947,0.000035906978,0.00042830544,0.0000869492,0.0004893103,0.000012514344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604192,0.000111977126,0.0002156091,0.00012451202,0.00009465867,0.00032496903,0.00026425702,0.00005016447,0.00014408643],"category_scores_gemma":[0.00009620979,0.00012579086,0.00008637237,0.00009714935,0.00006264736,0.0012257204,0.00030149598,0.00012330971,0.000010226246],"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":[0.0003289604,0.00036548683,0.87600917,0.00004044404,0.00009280116,0.00028483852,0.00029100696,0.00007304572,0.00010671951,0.11445079,0.00386598,0.0040907906],"study_design_scores_gemma":[0.003941179,0.00008720224,0.21237773,0.00021947088,0.00017160538,0.00019402629,0.00040781993,0.005592149,0.00038315155,0.072196536,0.70381325,0.00061589136],"about_ca_topic_score_codex":0.00011748241,"about_ca_topic_score_gemma":0.00016673977,"teacher_disagreement_score":0.69994724,"about_ca_system_score_codex":0.00007671219,"about_ca_system_score_gemma":0.00006736987,"threshold_uncertainty_score":0.51296026},"labels":[],"label_agreement":null},{"id":"W3168517929","doi":"10.2139/ssrn.3827617","title":"Age and Health Related Inheritance Taxation","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Inheritance (genetic algorithm); Inheritance tax; Economics; Genetics; Public economics; International taxation; Biology; Gene","score_opus":0.013185853778414663,"score_gpt":0.23713732384807984,"score_spread":0.22395147006966518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168517929","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":[0.98706996,0.0073810196,0.00034409558,0.003239146,0.00021322476,0.00008788996,3.7665458e-7,0.000049365244,0.0016149473],"genre_scores_gemma":[0.99396557,0.0020735261,0.0001241325,0.0010503101,0.0004841127,0.0000018914862,0.000032658256,0.000021142801,0.0022466606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980828,0.000026393443,0.0003857589,0.00022371553,0.00025014795,0.0010311871],"domain_scores_gemma":[0.9990581,0.000009576764,0.00059870776,0.00013137047,0.00018612202,0.000016068198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013990802,0.00013087351,0.00021686818,0.00015346371,0.00036478695,0.00024663768,0.00010354047,0.000049916962,0.00012068586],"category_scores_gemma":[0.00015946476,0.00012737578,0.00007869568,0.0006405974,0.000025449464,0.0007679618,0.000060426017,0.000697527,0.000064509906],"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":[0.000032940457,0.00010099363,0.32396227,0.000069746915,0.000077285564,0.00012284864,0.00012752065,0.000030632946,0.00076183636,0.64635485,0.0016857911,0.026673257],"study_design_scores_gemma":[0.0014798484,0.00006479901,0.42960393,0.00017615962,0.00013335505,0.00027627326,0.0009522714,0.0014782092,0.000025884883,0.52715653,0.038156953,0.0004958151],"about_ca_topic_score_codex":0.0003618041,"about_ca_topic_score_gemma":0.0040550563,"teacher_disagreement_score":0.11919836,"about_ca_system_score_codex":0.00032161898,"about_ca_system_score_gemma":0.0004995547,"threshold_uncertainty_score":0.5194233},"labels":[],"label_agreement":null},{"id":"W3171420415","doi":"10.3390/jrfm14060243","title":"Exploring Association between Self-Reported Financial Status and Economic Preferences Using Experimental Data","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Poverty; Probit model; Economics; Ordered probit; Public economics; Actuarial science; Finance; Psychology; Econometrics; Economic growth","score_opus":0.07286701027900762,"score_gpt":0.261996232881524,"score_spread":0.1891292226025164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171420415","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":[0.9977989,0.000851814,0.00023252357,0.0000261613,0.0007069082,0.00013693141,0.000022572733,0.00002320658,0.00020095188],"genre_scores_gemma":[0.9930835,0.002509356,0.0023214805,0.00009291101,0.0018951702,0.0000037074728,0.000043731045,0.000019292194,0.000030854964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979555,0.00003951022,0.0008329653,0.00041022306,0.00041240678,0.0003493935],"domain_scores_gemma":[0.99813825,0.00006264973,0.001275612,0.00028266138,0.0001986194,0.00004221263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000969893,0.00023427712,0.0004931499,0.00037261916,0.00034551686,0.00040382484,0.00022617979,0.00007682627,0.000048899088],"category_scores_gemma":[0.0003186114,0.00023291119,0.000096645344,0.00031044116,0.000028513776,0.0026613374,0.0006957116,0.00022034947,0.000008620736],"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":[0.00005275049,0.000090514426,0.98432744,0.000083399784,0.00010711151,0.000081242855,0.00019064476,0.000049167473,0.000034914698,0.0015411797,0.00035999104,0.01308165],"study_design_scores_gemma":[0.0011861523,0.000033681412,0.9425338,0.00014286107,0.0016200306,0.0000048889224,0.00031958715,0.0010033535,0.00009638224,0.0015677859,0.05115244,0.00033907226],"about_ca_topic_score_codex":0.0005041776,"about_ca_topic_score_gemma":0.00017259337,"teacher_disagreement_score":0.050792452,"about_ca_system_score_codex":0.00019734811,"about_ca_system_score_gemma":0.00009937442,"threshold_uncertainty_score":0.9497842},"labels":[],"label_agreement":null},{"id":"W3172308744","doi":"10.1111/rmir.12182","title":"How competitive are income annuity providers over time?","year":2021,"lang":"en","type":"article","venue":"Risk Management and Insurance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Canadian AIDS Treatment Information Exchange","funders":"","keywords":"Annuity; Actuarial science; Business; Economics; Finance; Life annuity; Pension","score_opus":0.008138367266696965,"score_gpt":0.21443646209361583,"score_spread":0.20629809482691885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172308744","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43043318,0.47317937,0.0001623046,0.006826879,0.00089905376,0.0054596714,0.00012281325,0.00065748906,0.08225922],"genre_scores_gemma":[0.56520486,0.4101943,0.0008857133,0.010292609,0.0008165702,0.00024050992,0.0002675786,0.000088679495,0.012009198],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980093,0.00006731692,0.00043073884,0.0006477834,0.0004717378,0.00037308666],"domain_scores_gemma":[0.9985027,0.00003545281,0.0006127173,0.0005086524,0.00031313408,0.000027379827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052907714,0.0003532546,0.0007113585,0.0001744903,0.00031132973,0.0005742356,0.00024240014,0.00005282384,0.0005253083],"category_scores_gemma":[0.00019772859,0.00031617747,0.00024162277,0.0011873965,0.00008545184,0.00178136,0.00044812664,0.0001803374,0.00035641112],"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":[0.000012896464,0.00008282138,0.9353855,0.00814673,0.000081307444,0.00009380293,0.000008564865,0.0000014980045,0.0000039780066,0.0128741665,0.01243475,0.030873977],"study_design_scores_gemma":[0.00035327603,0.000004609564,0.4716629,0.0033733763,0.00037236838,0.0000010701176,0.00003243298,0.00015769347,0.0000031740558,0.0007942403,0.5229243,0.00032052794],"about_ca_topic_score_codex":0.00007260583,"about_ca_topic_score_gemma":0.00009686949,"teacher_disagreement_score":0.5104896,"about_ca_system_score_codex":0.00004081258,"about_ca_system_score_gemma":0.000010691611,"threshold_uncertainty_score":0.999929},"labels":[],"label_agreement":null},{"id":"W3172977868","doi":"","title":"Government Transfers, Work and Wellbeing: Evidence from the Russian Old-Age Pension","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Receipt; Pension; Government (linguistics); Work (physics); Labour economics; Demographic economics; Production (economics); Economics; Transfer payment; Regression discontinuity design; Business; Welfare; Medicine; Finance; Market economy","score_opus":0.011682709287831187,"score_gpt":0.21445639566220012,"score_spread":0.20277368637436893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172977868","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":[0.9916914,0.0017120803,0.0005797654,0.0049716583,0.0003027543,0.00016989751,0.0000010586579,0.000033992896,0.00053740473],"genre_scores_gemma":[0.9937893,0.0013349885,0.000069376605,0.0012680837,0.002698407,0.000003205577,0.000005309853,0.000029685365,0.0008015983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997283,0.00004429036,0.00036772157,0.00034520598,0.00070349674,0.0012562888],"domain_scores_gemma":[0.9992844,0.00010089745,0.00022917686,0.00029601753,0.00006538676,0.00002414416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016615811,0.00023916403,0.00023675786,0.00006496079,0.00077965774,0.0005090177,0.0004338274,0.00007041644,0.0002640438],"category_scores_gemma":[0.0001423817,0.00016294121,0.00014369954,0.0004781926,0.00013373102,0.0009901816,0.00012830131,0.00082125526,0.00012693003],"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":[0.0004359992,0.0000690394,0.8472701,0.000015317113,0.00011729225,0.000026034406,0.0005078407,0.000005727509,0.0012169224,0.13471317,0.0015472701,0.014075339],"study_design_scores_gemma":[0.0014512581,0.00024961136,0.802723,0.0007927049,0.0009060897,0.00002775801,0.0013387965,0.0008373724,0.00020766682,0.14336342,0.047246873,0.000855476],"about_ca_topic_score_codex":0.00094803923,"about_ca_topic_score_gemma":0.0044861273,"teacher_disagreement_score":0.045699604,"about_ca_system_score_codex":0.00032720235,"about_ca_system_score_gemma":0.00012687505,"threshold_uncertainty_score":0.66445494},"labels":[],"label_agreement":null},{"id":"W3173002783","doi":"","title":"한국형 비과세 저축계좌제도의 설계방향에 관한 서론적 고찰","year":2015,"lang":"ko","type":"article","venue":"금융법연구","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Savings account; Blueprint; Finance; Business; Income tax; Commission; Government (linguistics); Economics; Public economics; Engineering","score_opus":0.03314343252852204,"score_gpt":0.24134717140416834,"score_spread":0.2082037388756463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173002783","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":[0.9279374,0.0018769002,0.00011657777,0.0026985824,0.0039004472,0.00070456177,0.000021977723,0.0003778058,0.062365748],"genre_scores_gemma":[0.96745044,0.000086727836,0.000368193,0.0035253423,0.0051176813,0.000023292852,0.00026621085,0.00011883828,0.023043253],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957521,0.00006250132,0.0009764015,0.00096230383,0.001229642,0.0010170531],"domain_scores_gemma":[0.99700844,0.000059223803,0.00069236074,0.0010589946,0.0010597786,0.00012122687],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001223811,0.0006712119,0.00081940833,0.0006667276,0.00042675555,0.0011015051,0.0008436424,0.0003117337,0.0043058214],"category_scores_gemma":[0.00075237505,0.00067248277,0.00045031295,0.0019185267,0.00016481397,0.002295595,0.00076826924,0.00040297426,0.020211441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001506725,0.00036007163,0.76005423,0.00032424222,0.000086128704,0.00015226817,0.00046601595,0.000058625843,0.00014647759,0.010358541,0.22242993,0.005412807],"study_design_scores_gemma":[0.001883925,0.000064713284,0.10741593,0.00037581893,0.00091069855,0.0000037688171,0.00050205394,0.01005169,0.000096518845,0.003975356,0.8734281,0.0012914422],"about_ca_topic_score_codex":0.0025331404,"about_ca_topic_score_gemma":0.00044853182,"teacher_disagreement_score":0.6526383,"about_ca_system_score_codex":0.00018419749,"about_ca_system_score_gemma":0.00015849498,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W3173058165","doi":"10.1111/joca.12384","title":"On the association of debt attitudes with socioeconomic characteristics and financial behaviors","year":2021,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Debt; Socioeconomic status; Economics; Demographic economics; Monetary economics; Debt-to-GDP ratio; Population; Household debt; External debt; Finance; Demography; Sociology","score_opus":0.00698927837371718,"score_gpt":0.2088967600963594,"score_spread":0.20190748172264222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173058165","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":[0.998404,0.00012522907,0.000009659497,0.0005521297,0.00017807868,0.000054061205,0.0000037967347,0.000004432378,0.0006685755],"genre_scores_gemma":[0.9991236,0.00006973241,0.00008804792,0.00033713176,0.00022069844,0.0000013105907,0.000005180672,0.000010985084,0.00014333647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999056,0.000022771006,0.00042173098,0.00010123737,0.00027394097,0.00012435223],"domain_scores_gemma":[0.9980889,0.00016513378,0.0010498373,0.00010853327,0.00057698577,0.000010593195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049013476,0.000110807996,0.00030768567,0.000127192,0.000108621614,0.000115726696,0.00010469054,0.000053670265,0.00028847507],"category_scores_gemma":[0.0003762473,0.00007661163,0.00011002633,0.00014797361,0.000055803,0.0003652858,0.000041818515,0.00016606528,0.000021189211],"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":[0.000069121415,0.00007965845,0.99272287,0.00003579602,0.00004445548,0.000020567302,0.00006319363,0.0000037276945,0.0003995951,0.0041511273,0.0017195189,0.0006903443],"study_design_scores_gemma":[0.0005394714,0.00003072697,0.99246794,0.00014090692,0.00045599169,0.000006091092,0.00017297367,0.000045679157,0.00024336339,0.0004355317,0.0053346003,0.00012674279],"about_ca_topic_score_codex":0.00001997479,"about_ca_topic_score_gemma":0.00011176367,"teacher_disagreement_score":0.0037155957,"about_ca_system_score_codex":0.000054549637,"about_ca_system_score_gemma":0.000094889496,"threshold_uncertainty_score":0.31585997},"labels":[],"label_agreement":null},{"id":"W3173429779","doi":"10.3390/jrfm14070285","title":"Combining Investment and Tax Strategies for Optimizing Lifetime Solvency under Uncertain Returns and Mortality","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solvency; Investment strategy; Taxable income; Investment (military); Economics; Bond; Stock (firearms); Microeconomics; Finance; Engineering; Accounting","score_opus":0.018388753882476412,"score_gpt":0.24624568333092672,"score_spread":0.22785692944845032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173429779","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":[0.98825777,0.0025843997,0.0075097466,0.00023327825,0.0003302684,0.00027456664,0.000009039907,0.000016400614,0.00078453927],"genre_scores_gemma":[0.9889362,0.002271006,0.0068935906,0.0011876886,0.0005477286,0.000010565293,0.000014641039,0.000020800302,0.000117784424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984708,0.00002906164,0.0006112332,0.00031049107,0.0003042742,0.00027417298],"domain_scores_gemma":[0.9988288,0.000067871864,0.0006242226,0.00015513031,0.000283478,0.000040449468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088094897,0.00023306014,0.0004583602,0.00027237317,0.0003709988,0.00051814993,0.000108328924,0.00007312116,0.000019959938],"category_scores_gemma":[0.00014003708,0.00021087407,0.00012623113,0.00032227728,0.000093135466,0.00093609164,0.00026375166,0.00017956471,0.0000011428431],"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":[0.00032180807,0.0003559296,0.5526335,0.0014449195,0.00021925822,0.00035327577,0.0014880951,0.0011321801,0.00022236888,0.41948697,0.0037395451,0.018602103],"study_design_scores_gemma":[0.0036202832,0.00016584371,0.7685806,0.0006645373,0.0019110163,0.000022473156,0.006251426,0.0043779137,0.000035704845,0.16678172,0.04686508,0.00072335],"about_ca_topic_score_codex":0.00018461597,"about_ca_topic_score_gemma":0.00034260584,"teacher_disagreement_score":0.25270525,"about_ca_system_score_codex":0.000031907854,"about_ca_system_score_gemma":0.000050779025,"threshold_uncertainty_score":0.8599195},"labels":[],"label_agreement":null},{"id":"W3174545942","doi":"","title":"Uncertainty About Future Income: Initial Beliefs and Resolution During College","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Earnings; Economics; Variety (cybernetics); Econometrics; Distribution (mathematics); Survey data collection; Survey of Professional Forecasters; Demographic economics; Accounting; Statistics; Mathematics; Monetary economics","score_opus":0.0034565470977194687,"score_gpt":0.20505005665734766,"score_spread":0.20159350955962818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174545942","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":[0.99553967,0.0016662058,0.000022612408,0.0005099368,0.0004998762,0.00020010395,0.0000029387304,0.000051197156,0.0015074629],"genre_scores_gemma":[0.993261,0.0008291599,0.000025857209,0.00027786221,0.004152745,0.000003989238,0.000021564423,0.000031666612,0.001396169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973524,0.000028949435,0.00040424825,0.00030972855,0.0004227654,0.0014818875],"domain_scores_gemma":[0.9991941,0.000018101979,0.00034548395,0.00019917663,0.00022035377,0.000022792576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011129658,0.00023264006,0.0002927709,0.00040078958,0.0005360629,0.00021870177,0.00023973252,0.000116283816,0.00019550307],"category_scores_gemma":[0.000056495635,0.00021017033,0.00013374769,0.0006048629,0.000041355324,0.0011902764,0.00015315767,0.0010770357,0.00019323672],"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":[0.00052200136,0.00009159811,0.5972645,0.00017120822,0.00012110435,0.000028967812,0.00011626799,0.00032375276,0.0009700868,0.39744976,0.00046393683,0.0024768014],"study_design_scores_gemma":[0.006302329,0.00020615925,0.8007123,0.00041172275,0.0004009698,0.00028972965,0.0026032082,0.00616224,0.00005346731,0.12427756,0.057241876,0.0013384329],"about_ca_topic_score_codex":0.0003045692,"about_ca_topic_score_gemma":0.0018135313,"teacher_disagreement_score":0.2731722,"about_ca_system_score_codex":0.00048205076,"about_ca_system_score_gemma":0.00029825253,"threshold_uncertainty_score":0.85704976},"labels":[],"label_agreement":null},{"id":"W3176044722","doi":"10.1073/pnas.2015569118","title":"Evolved attitudes to risk and the demand for equity","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"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","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Equity (law); Economics; Business; Actuarial science; Political science; Law","score_opus":0.056177387444164416,"score_gpt":0.3299019793426483,"score_spread":0.2737245918984839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176044722","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":[0.99160266,0.00018946803,0.000005665319,0.004966205,0.000021376212,0.00024429982,0.0000052652663,0.0000072030352,0.0029578726],"genre_scores_gemma":[0.9970973,0.000021107684,0.0011876327,0.0013076128,0.00021045332,0.000014855068,2.2712413e-7,0.000002739178,0.00015808345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871767,0.0000028968589,0.00024012753,0.00020649999,0.00071560976,0.0001172229],"domain_scores_gemma":[0.99877876,0.00016607989,0.0003691841,0.000009009977,0.00067034585,0.000006643646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025516828,0.00007097724,0.00015173365,0.00011116104,0.00043328028,0.0001344044,0.00046623603,0.000031545587,0.000018841207],"category_scores_gemma":[0.002664027,0.000039504706,0.000087787535,0.00093183335,0.0004363129,0.0006545103,0.0004642673,0.00006321926,0.0000017551874],"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":[0.00007207577,0.00003883179,0.5346492,0.00020789474,0.000018355637,4.040176e-9,0.00011326701,0.00009599886,0.013888421,0.4466398,0.0034938771,0.00078224455],"study_design_scores_gemma":[0.00048556205,0.000007223807,0.7788969,0.00010594077,0.00010379904,5.2714154e-7,0.00012007323,0.005592576,0.008499398,0.20299809,0.0030918305,0.0000980204],"about_ca_topic_score_codex":0.000032050724,"about_ca_topic_score_gemma":0.0000021279711,"teacher_disagreement_score":0.24424773,"about_ca_system_score_codex":0.000010742073,"about_ca_system_score_gemma":0.000014586274,"threshold_uncertainty_score":0.33324856},"labels":[],"label_agreement":null},{"id":"W3176119870","doi":"10.55016/ojs/sppp.v3i1.42338","title":"Should Government Facilitate Voluntary Pension Plans?","year":2010,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pension; Government (linguistics); Business; Software portability; Harmonization; Plan (archaeology); Turnover; Key (lock); Public economics; Finance; Economics; Computer science; Management","score_opus":0.051786791596423236,"score_gpt":0.2735044875903065,"score_spread":0.22171769599388325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176119870","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":[0.8556634,0.000035318302,0.00015428517,0.065942585,0.00036672712,0.0005780138,0.0001348179,0.0002556108,0.07686921],"genre_scores_gemma":[0.98567134,0.0000113288725,0.00029427747,0.0041999277,0.0015838508,0.00009042741,0.00022096954,0.000032823045,0.007895031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974095,0.00003924602,0.0006469722,0.00038981772,0.000988764,0.0005256825],"domain_scores_gemma":[0.99725765,0.00012442446,0.0005256848,0.0013530925,0.00065843284,0.00008070962],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014979381,0.00025828302,0.00028495045,0.0005956061,0.00051488995,0.00055683684,0.0012168381,0.00011683027,0.0028206287],"category_scores_gemma":[0.0034782025,0.00019355533,0.00022288298,0.0022419624,0.00025030912,0.0025454245,0.0004992071,0.00047863444,0.0012009853],"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":[0.000012448351,0.00019200775,0.49270135,0.00003507801,0.00003579442,3.8308497e-7,0.000055588873,0.00000883582,0.0045283586,0.35910094,0.1417019,0.0016273109],"study_design_scores_gemma":[0.00023090135,0.0000058991445,0.52464175,0.0000074652703,0.00006183602,0.0000016388468,0.000078573,0.0008168262,0.000050981325,0.005579442,0.46834314,0.00018155089],"about_ca_topic_score_codex":0.0057258154,"about_ca_topic_score_gemma":0.002975671,"teacher_disagreement_score":0.3535215,"about_ca_system_score_codex":0.000099587895,"about_ca_system_score_gemma":0.00023793883,"threshold_uncertainty_score":0.9995767},"labels":[],"label_agreement":null},{"id":"W3176337170","doi":"10.1257/aer.20191657","title":"Pay Me Later: Savings Constraints and the Demand for Deferred Payments","year":2021,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Receipt; Deferral; Economics; Payment; Scheme (mathematics); Popularity; Labour economics; Microeconomics; Monetary economics; Finance; Mathematics","score_opus":0.012792440948550452,"score_gpt":0.2455879446067264,"score_spread":0.23279550365817595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176337170","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":[0.902153,0.059009768,0.00025094626,0.020150946,0.00080076687,0.003304688,0.00004426842,0.00014437735,0.014141204],"genre_scores_gemma":[0.9405942,0.03105514,0.00043222858,0.026453985,0.00042467646,0.00015592098,0.00012187871,0.00003778615,0.0007241789],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988049,0.000034941673,0.0004946276,0.00036136253,0.00007057037,0.00023357336],"domain_scores_gemma":[0.9989573,0.0001332832,0.0005056639,0.00030760266,0.000080372025,0.000015811209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068213063,0.00018289925,0.00066108495,0.000046073685,0.00015480482,0.00018864927,0.00017231017,0.000017677168,0.00050729554],"category_scores_gemma":[0.00021450626,0.0001170046,0.00021912066,0.00017379271,0.00038098925,0.00034280008,0.00014336787,0.00006100617,0.00021805547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011057391,0.00007220491,0.5055817,0.0032877473,0.00031475243,0.000014731704,0.00010812981,0.000007996174,0.000059226913,0.030940546,0.044431586,0.41507086],"study_design_scores_gemma":[0.0018665602,0.000013095342,0.064443134,0.0011698569,0.0010936944,0.000011656395,0.00011396736,0.0014308341,0.000018549252,0.0027212724,0.9266024,0.00051493617],"about_ca_topic_score_codex":0.00020061564,"about_ca_topic_score_gemma":0.00011493094,"teacher_disagreement_score":0.88217086,"about_ca_system_score_codex":0.000032799857,"about_ca_system_score_gemma":0.0000353904,"threshold_uncertainty_score":0.555453},"labels":[],"label_agreement":null},{"id":"W3179142530","doi":"10.82308/12853","title":"Emerging in debt: Understanding the impact of student debt on the subjective financial wellbeing of emerging adults in the United States and Canada","year":2021,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debt; Student debt; Emerging markets; Business; Finance; Financial system; Economics","score_opus":0.016103488165333937,"score_gpt":0.23865990694271672,"score_spread":0.22255641877738278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179142530","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":[0.99745613,0.00009812372,5.631357e-7,0.00021852924,0.00010692974,0.00040501353,0.000038605707,0.000012635301,0.0016634804],"genre_scores_gemma":[0.99906844,0.000097011354,0.0000092300725,0.00067854207,0.000037567403,0.00001988083,0.00004349353,0.000032375785,0.000013454271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972864,0.00029461397,0.00074401445,0.00043550573,0.0007526305,0.00048685574],"domain_scores_gemma":[0.99792784,0.00079909427,0.0005078077,0.00043699928,0.00030842543,0.00001981256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018028633,0.00033566548,0.00043259634,0.00047715052,0.0007503219,0.000111516485,0.0005162197,0.000075070704,0.000058675134],"category_scores_gemma":[0.0011498677,0.00020724052,0.00016744145,0.0026405693,0.00009170166,0.0005550168,0.00030860366,0.00056936557,0.0000016833596],"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":[0.00042298454,0.00037781152,0.7635965,0.00023461324,0.000143014,0.0001928282,0.00069823803,0.011501935,0.0021828364,0.21822584,0.000027169921,0.0023962774],"study_design_scores_gemma":[0.0016162405,0.00006566136,0.9454864,0.0011570525,0.0001717618,0.0000044822123,0.020577772,0.0068040155,0.001634135,0.021135826,0.000764841,0.00058176095],"about_ca_topic_score_codex":0.4723,"about_ca_topic_score_gemma":0.6945124,"teacher_disagreement_score":0.22221245,"about_ca_system_score_codex":0.0006259921,"about_ca_system_score_gemma":0.000091492184,"threshold_uncertainty_score":0.8451023},"labels":[],"label_agreement":null},{"id":"W3179580452","doi":"10.1108/ijbm-09-2020-0490","title":"Financial literacy and financial well-being of Australian consumers: a moderated mediation model of impulsivity and financial capability","year":2021,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Moderation; Moderated mediation; Mediation; Financial literacy; Structural equation modeling; Originality; Test (biology); Association (psychology); Psychology; Financial services; Finance; Marketing; Business; Social psychology","score_opus":0.008520539447797489,"score_gpt":0.2414971485570271,"score_spread":0.23297660910922963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179580452","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":[0.99785477,0.00015213569,0.0005740869,0.00052980724,0.00044820784,0.00009619982,0.000018260554,0.0000083747145,0.00031815885],"genre_scores_gemma":[0.99666536,0.00009123815,0.0022672256,0.0002615771,0.00060632825,0.0000019307502,0.0000294334,0.000014577982,0.0000623581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746925,0.00009540225,0.0012244075,0.0002879783,0.0007063252,0.00021661351],"domain_scores_gemma":[0.9956533,0.00027857604,0.0014634066,0.00013203803,0.0024444968,0.000028196277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019005007,0.0002153737,0.00052814075,0.0004531226,0.00011143444,0.00016409642,0.00022872437,0.00012697003,0.00013022234],"category_scores_gemma":[0.0060368693,0.00022135547,0.00019412363,0.00038289535,0.00013498843,0.0014409125,0.0002297606,0.0002716606,0.0000011350193],"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":[0.0017638365,0.00033701444,0.94916344,0.00061539566,0.00008048358,0.00009729177,0.0010686149,0.0014393707,0.018255154,0.0044592754,0.00075200835,0.021968111],"study_design_scores_gemma":[0.0027103664,0.000045123765,0.8535163,0.0012322466,0.0003238291,0.00004844701,0.000111888214,0.12020394,0.003991098,0.015775325,0.0015492773,0.0004922029],"about_ca_topic_score_codex":0.0002013741,"about_ca_topic_score_gemma":0.000114148315,"teacher_disagreement_score":0.11876457,"about_ca_system_score_codex":0.00006517959,"about_ca_system_score_gemma":0.0002707268,"threshold_uncertainty_score":0.9026614},"labels":[],"label_agreement":null},{"id":"W3181686630","doi":"10.3390/jrfm14070316","title":"Economic Education and Household Financial Outcomes during the Financial Crisis","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Ceteris paribus; Bankruptcy; Payment; Loan; Probit model; Economics; Finance; Socioeconomic status; Coursework; Demographic economics; Survey data collection; Financial crisis; Business; Actuarial science; Psychology; Demography; Sociology","score_opus":0.005951524966802895,"score_gpt":0.20068489080965562,"score_spread":0.19473336584285272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181686630","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":[0.9952395,0.0016752306,0.00027343602,0.00063063414,0.0014492926,0.00019287452,0.000009554604,0.00002070194,0.00050876354],"genre_scores_gemma":[0.9925517,0.0023176607,0.00056657655,0.0019010596,0.0022879117,0.000012492114,0.0000069372963,0.000027024988,0.00032864066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981429,0.000036971745,0.0007869779,0.00035809018,0.0003447997,0.00033025906],"domain_scores_gemma":[0.9985911,0.00005241593,0.00079765654,0.0002994351,0.00022170137,0.00003767299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509301,0.00029700206,0.0005161367,0.00043674812,0.0006409303,0.00042361754,0.00026698213,0.00010167172,0.00007457212],"category_scores_gemma":[0.0003737184,0.00023270988,0.00026089995,0.00043786233,0.00007748461,0.0009358771,0.0003816259,0.00031912178,0.000020951562],"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":[0.00017446649,0.00026414034,0.90283495,0.0002724293,0.000030577783,0.00013891146,0.0003081656,0.00015120824,0.000020626649,0.033756204,0.012857807,0.049190506],"study_design_scores_gemma":[0.00080390606,0.00001637942,0.8489504,0.00007807982,0.00038816614,0.000017622717,0.00029391857,0.00005283157,0.000017922988,0.006354289,0.14277455,0.00025193242],"about_ca_topic_score_codex":0.00027871906,"about_ca_topic_score_gemma":0.0006312758,"teacher_disagreement_score":0.12991674,"about_ca_system_score_codex":0.000085879576,"about_ca_system_score_gemma":0.00013427105,"threshold_uncertainty_score":0.94896334},"labels":[],"label_agreement":null},{"id":"W3182320766","doi":"10.3390/jrfm14070324","title":"‘My Sport Won’t Pay the Bills Forever’: High-Performance Athletes’ Need for Financial Literacy and Self-Management","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Thematic analysis; Athletes; Coping (psychology); Literacy; Financial management; Order (exchange); Psychology; Public relations; Finance; Business; Medical education; Political science; Pedagogy; Qualitative research; Sociology; Medicine","score_opus":0.004333371600456082,"score_gpt":0.19564024842473404,"score_spread":0.19130687682427797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182320766","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":[0.9938847,0.0011333902,0.0016427133,0.00078217575,0.001158402,0.00079208706,0.000014989501,0.000043551718,0.0005480279],"genre_scores_gemma":[0.98065066,0.0066983732,0.007201716,0.00206818,0.002256615,0.000054627315,0.000034327346,0.00004818903,0.00098729],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972441,0.000022345828,0.0010654901,0.000499228,0.00061847275,0.00055033667],"domain_scores_gemma":[0.9979105,0.00008587892,0.0010260494,0.0004104244,0.0005169882,0.000050142735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012966872,0.0004260256,0.00068709964,0.00051909784,0.00074156036,0.0005270271,0.00039851104,0.00011301885,0.000039745497],"category_scores_gemma":[0.00014380104,0.0002648014,0.00029082876,0.0010103151,0.00010405404,0.001341765,0.000515846,0.00033284596,0.000017412576],"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":[0.0007611017,0.000608261,0.40873322,0.0015270562,0.00016889362,0.0003948908,0.0004890747,0.00015545859,0.000015753267,0.07902969,0.012182689,0.49593392],"study_design_scores_gemma":[0.0020404696,0.000077362536,0.4511014,0.00029960458,0.0009762548,0.000011354449,0.00010431243,0.0005802452,0.00003376157,0.008374165,0.53604174,0.00035936676],"about_ca_topic_score_codex":0.000069539165,"about_ca_topic_score_gemma":0.00004417484,"teacher_disagreement_score":0.523859,"about_ca_system_score_codex":0.00007299039,"about_ca_system_score_gemma":0.000053413773,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W3183627225","doi":"10.53967/cje/rce.v44i2.4249","title":"Financial Literacy Education in Ontario: An Exploratory Study of Elementary Teachers' Perceptions, Attitudes, and Practices","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Curriculum; Exploratory research; Literacy; Psychology; Pedagogy; Perception; Medical education; Professional development; Mathematics education; Finance; Business; Sociology; Medicine","score_opus":0.033645534816570004,"score_gpt":0.29792873262051517,"score_spread":0.26428319780394516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183627225","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":[0.9969189,0.0004277124,0.0000033103759,0.00053646887,0.0016499354,0.00024718902,0.000002746377,0.0000036711458,0.00021007431],"genre_scores_gemma":[0.9968911,0.000016896776,0.0006131553,0.0008404273,0.0008903613,0.00002764057,0.00018915757,0.000019800469,0.00051145087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842405,0.000118940996,0.00073706434,0.00029110475,0.00011817544,0.0003106708],"domain_scores_gemma":[0.9968029,0.000038096197,0.0011975118,0.00030766486,0.0014829935,0.00017083038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010332875,0.00016825608,0.00027930544,0.0012502283,0.00019315632,0.00024200499,0.00021645249,0.00007707343,0.0005806084],"category_scores_gemma":[0.0011262615,0.00020660927,0.000055592503,0.0007487201,0.000036877103,0.002849415,0.000017715147,0.00030214127,0.0000048865572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011727523,0.0007119856,0.9418791,0.00008323751,0.000010805609,0.000012058268,0.04915039,0.000023620647,0.00015017322,0.00078437,0.0020985778,0.005083985],"study_design_scores_gemma":[0.00027995088,0.000059844017,0.9018802,0.00024555976,0.0001362936,0.000033326934,0.080130726,0.000025895051,0.0000053903277,0.0006840805,0.016342223,0.00017649411],"about_ca_topic_score_codex":0.6597403,"about_ca_topic_score_gemma":0.9979166,"teacher_disagreement_score":0.33817622,"about_ca_system_score_codex":0.0022053951,"about_ca_system_score_gemma":0.018008249,"threshold_uncertainty_score":0.9875587},"labels":[],"label_agreement":null},{"id":"W3184971646","doi":"10.1111/labr.12203","title":"The finance wage premium: Finnish evidence from a gender perspective","year":2021,"lang":"en","type":"article","venue":"Labour","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Evald ja Hilda Nissin Säätiö; University of Victoria","keywords":"Wage; Economics; Glass ceiling; Distribution (mathematics); Labour economics; Hierarchy; Perspective (graphical)","score_opus":0.02397124930873883,"score_gpt":0.24728474586542756,"score_spread":0.22331349655668872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184971646","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":[0.986153,0.005055129,0.000066567976,0.0022073435,0.00048205888,0.00015054745,0.000011235404,0.0000861917,0.005787918],"genre_scores_gemma":[0.98798627,0.0003620883,0.00042904308,0.0022803608,0.0013536084,0.00002301527,0.000021547068,0.00002582125,0.0075182733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846643,0.00003135399,0.0002675331,0.0004930485,0.00040032834,0.00034129014],"domain_scores_gemma":[0.998241,0.0001893019,0.00020312295,0.0005773931,0.00077930593,0.000009847304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029696047,0.00019068591,0.00021321433,0.000053119045,0.0005108972,0.00061473023,0.00039184128,0.000065314925,0.00094787235],"category_scores_gemma":[0.0010656659,0.00015030042,0.00014845551,0.0008877476,0.00006226236,0.0009993578,0.0003248543,0.00018423125,0.00072565366],"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":[0.000113393304,0.00014296877,0.70982224,0.00007597106,0.00009109003,0.00026575246,0.0011478676,0.00011330453,0.0036692352,0.2368953,0.045176487,0.0024864231],"study_design_scores_gemma":[0.0002736179,0.0000040766668,0.774691,0.00015812113,0.00012764205,0.0000010004989,0.0007634341,0.0016041241,0.00057580706,0.026851742,0.19461782,0.00033162854],"about_ca_topic_score_codex":0.0032529612,"about_ca_topic_score_gemma":0.0016171628,"teacher_disagreement_score":0.21004355,"about_ca_system_score_codex":0.00007487945,"about_ca_system_score_gemma":0.00007017959,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W3190004344","doi":"","title":"Distributional Effects of Reducing the Social Security Benefit Formula","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Earnings; Point (geometry); Percentage point; Quarter (Canadian coin); Point system; Economics; Demographic economics; Actuarial science; Finance; Mathematics; Geography","score_opus":0.003292130288552254,"score_gpt":0.2145683071711938,"score_spread":0.21127617688264155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190004344","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":[0.9979194,0.00018524971,0.00016766464,0.00061212434,0.0004373315,0.00013451745,0.000002146571,0.00002271781,0.0005188794],"genre_scores_gemma":[0.9969137,0.000035684385,0.0000138598125,0.00012654599,0.0027237106,0.0000043611576,0.000029559269,0.000017226239,0.00013538093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978227,0.000013939628,0.00035981392,0.00017514767,0.0004731821,0.0011552444],"domain_scores_gemma":[0.99898976,0.000058719106,0.00045466635,0.00016645594,0.00031924172,0.000011177526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501441,0.0001672612,0.00022542044,0.00013598557,0.0008058036,0.0001476114,0.0004021599,0.0000873584,0.00011405253],"category_scores_gemma":[0.00024425823,0.000121709345,0.0002686105,0.0004585944,0.000087650515,0.0006304562,0.00011419988,0.0015029267,0.00003253171],"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":[0.000082291794,0.000098127864,0.062106017,0.00004661822,0.00006749552,0.0000017172873,0.000088431516,0.0000088208735,0.0024725404,0.9318006,0.00044087696,0.0027864757],"study_design_scores_gemma":[0.001405703,0.00008043475,0.17385082,0.00006270396,0.0004880956,0.00003538598,0.00027779702,0.0016034725,0.00075427577,0.8119142,0.009094989,0.0004321065],"about_ca_topic_score_codex":0.00038088526,"about_ca_topic_score_gemma":0.0007884439,"teacher_disagreement_score":0.11988637,"about_ca_system_score_codex":0.00015387907,"about_ca_system_score_gemma":0.00026917874,"threshold_uncertainty_score":0.65295523},"labels":[],"label_agreement":null},{"id":"W3190126589","doi":"10.4324/9781003020264-2","title":"Disrupting the alibi","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alibi; Computer science; History; Archaeology","score_opus":0.02126699597532708,"score_gpt":0.21455961363555345,"score_spread":0.19329261766022637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190126589","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006904641,0.0005816404,0.000024553465,0.0007895615,0.00050769467,0.00022480103,0.0000030936283,0.00015375926,0.9970244],"genre_scores_gemma":[0.010421447,0.00006910949,0.00012333263,0.005919188,0.0041515906,0.00000828914,0.00032514113,0.00010735576,0.97887456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980702,0.000004821033,0.00051263574,0.0005338818,0.0005738282,0.0003046662],"domain_scores_gemma":[0.99840444,0.00006706716,0.0004603257,0.0007070026,0.0003512447,0.000009922433],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003526216,0.0004241652,0.0004559125,0.00021819009,0.00037206447,0.00066690205,0.0004561283,0.00019508248,0.01889221],"category_scores_gemma":[0.00010275003,0.00028980145,0.00046217086,0.00016508446,0.000079817524,0.00048164066,0.00061210524,0.00033804151,0.002938002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005062924,0.000009858598,0.0034978515,0.00009995568,0.000042152427,0.000052893763,0.000012600052,0.000004048705,0.000010889474,0.9554702,0.03818188,0.0026126276],"study_design_scores_gemma":[0.000098596094,0.0000018895435,0.0007516832,0.00019574256,0.00037748943,0.0000014807188,0.00002735317,0.0005059383,0.0000032421324,0.011030002,0.9865795,0.0004271018],"about_ca_topic_score_codex":0.00036894972,"about_ca_topic_score_gemma":0.0005866331,"teacher_disagreement_score":0.9483976,"about_ca_system_score_codex":0.00003686563,"about_ca_system_score_gemma":0.000030976647,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W3192271497","doi":"10.1017/asb.2021.17","title":"FAIR TRANSITION FROM DEFINED BENEFIT TO TARGET BENEFIT","year":2021,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Waterloo","funders":"","keywords":"Sustainability; Welfare; Plan (archaeology); Term (time); Risk analysis (engineering); Actuarial science; Public economics; Social security; Business; Economics; Environmental economics","score_opus":0.00935256324035097,"score_gpt":0.19517257825242398,"score_spread":0.18582001501207301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192271497","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":[0.9751505,0.0002420013,0.001458346,0.012000913,0.00046838942,0.0002479579,0.000051729883,0.00023757729,0.0101425415],"genre_scores_gemma":[0.96740156,0.000009521062,0.012948532,0.012824009,0.0019213202,0.000044212782,0.00139971,0.000072610426,0.0033785491],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793833,0.000013099445,0.00048005,0.0006737174,0.0004615929,0.000433211],"domain_scores_gemma":[0.99884635,0.00007981991,0.00015703491,0.0004334172,0.00044471296,0.000038639733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022831491,0.00030192605,0.00038654462,0.00021895315,0.0002549524,0.00032444875,0.00025922654,0.0001087005,0.019531213],"category_scores_gemma":[0.00026634807,0.00032712962,0.00021322281,0.00085131207,0.000022914644,0.00023942253,0.0001980385,0.00014818957,0.007265575],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010021151,0.0012368162,0.45003727,0.00046527988,0.0002628615,0.0013274528,0.0011329297,0.011505099,0.024385232,0.090989955,0.38541716,0.032237805],"study_design_scores_gemma":[0.000773598,0.000016375536,0.19191934,0.00018419878,0.00019573767,0.0000026590367,0.0001278166,0.0015796891,0.0010193624,0.006582142,0.796967,0.0006320641],"about_ca_topic_score_codex":0.0022386746,"about_ca_topic_score_gemma":0.00072894816,"teacher_disagreement_score":0.41154984,"about_ca_system_score_codex":0.000043228378,"about_ca_system_score_gemma":0.000018855355,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W3192885421","doi":"10.2139/ssrn.3897371","title":"Does Citizens’ Financial Literacy Relate to Bank Financial Reporting Transparency?","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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; McMaster University","funders":"","keywords":"Financial literacy; Transparency (behavior); Business; Accounting; Finance; Political science","score_opus":0.009244376419258534,"score_gpt":0.23858847592263316,"score_spread":0.22934409950337462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192885421","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":[0.9900584,0.00083777116,0.0023710686,0.002337937,0.0016674699,0.00023557796,0.0000049859154,0.00013259068,0.0023541523],"genre_scores_gemma":[0.984392,0.00044990625,0.00052556023,0.0027697966,0.0051359376,0.00001704853,0.00006316566,0.00007125382,0.006575338],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934829,0.000054479853,0.0019906745,0.0007466763,0.00077966735,0.0029456015],"domain_scores_gemma":[0.9968205,0.000050396036,0.0015864704,0.00047257947,0.0010053829,0.00006463489],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030351323,0.00044818228,0.0006849367,0.00052282534,0.0008910379,0.000705232,0.0004714591,0.00019311854,0.00063484086],"category_scores_gemma":[0.0037258405,0.0003505998,0.0005760177,0.001822107,0.000043386524,0.0016160739,0.00017673007,0.0019003991,0.0003283925],"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":[0.0005544086,0.00045364563,0.56854385,0.0002366046,0.00016229127,0.0016320437,0.000793189,0.00035153484,0.005222902,0.34480754,0.0075158817,0.069726154],"study_design_scores_gemma":[0.0025692405,0.00019239998,0.2082273,0.0008190067,0.00084796804,0.00047264717,0.0004964346,0.0007856274,0.00082388695,0.5538892,0.22873981,0.0021364493],"about_ca_topic_score_codex":0.0002607533,"about_ca_topic_score_gemma":0.0029928486,"teacher_disagreement_score":0.36031651,"about_ca_system_score_codex":0.0005147946,"about_ca_system_score_gemma":0.002067831,"threshold_uncertainty_score":0.9998946},"labels":[],"label_agreement":null},{"id":"W3194083035","doi":"","title":"College Costs, Household Savings, and Stock Market Participation","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Exploit; Portfolio; Stock market; Business; Asset allocation; Stock (firearms); Economics; Finance; Affect (linguistics); Labour economics; Monetary economics","score_opus":0.0086325345822824,"score_gpt":0.2128304375351925,"score_spread":0.20419790295291013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194083035","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":[0.9941442,0.00069473835,0.000066258064,0.00039954722,0.00022638224,0.00023695618,0.0000025903419,0.00005190927,0.004177442],"genre_scores_gemma":[0.9941853,0.00037934617,0.000029666882,0.000553533,0.000625563,0.000006280068,0.000011955118,0.00003454187,0.004173806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976663,0.00002613639,0.00035188042,0.00026320264,0.00036624522,0.0013262463],"domain_scores_gemma":[0.99927914,0.000034752178,0.00032933656,0.00018754997,0.00014782038,0.000021375527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014736223,0.00019160162,0.0002483178,0.00028227514,0.00026750067,0.00023962032,0.00019211981,0.0000701187,0.00040226156],"category_scores_gemma":[0.0000998244,0.0001753544,0.000098310935,0.00045861435,0.000027950873,0.0011469264,0.00009567812,0.000638712,0.00014964091],"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":[0.00012173152,0.000061703984,0.8692777,0.00003311831,0.000044180622,0.0000042550187,0.000016379478,0.000016669814,0.00023536188,0.12332947,0.0034736723,0.003385769],"study_design_scores_gemma":[0.0029797575,0.00018802543,0.8428987,0.00016407603,0.00052914827,0.00006554673,0.0007744256,0.010473236,0.000029954716,0.065681644,0.075298294,0.0009171553],"about_ca_topic_score_codex":0.00025007527,"about_ca_topic_score_gemma":0.0012140406,"teacher_disagreement_score":0.07182462,"about_ca_system_score_codex":0.0004051771,"about_ca_system_score_gemma":0.00023377484,"threshold_uncertainty_score":0.7150745},"labels":[],"label_agreement":null},{"id":"W3194821838","doi":"10.3390/jrfm14090395","title":"The Behavioural Aspects of Financial Literacy","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overconfidence effect; Financial literacy; Representativeness heuristic; Hindsight bias; Psychology; Loss aversion; Literacy; Test (biology); Social psychology; Actuarial science; Economics; Finance; Pedagogy","score_opus":0.007957697133019049,"score_gpt":0.21469857630719555,"score_spread":0.2067408791741765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194821838","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":[0.9923861,0.0026455035,0.00061542005,0.00020032252,0.0011546549,0.00015991261,0.0000067396777,0.000013382727,0.0028179588],"genre_scores_gemma":[0.99562055,0.0018316029,0.0007209195,0.00040257387,0.0011130241,0.0000037695158,0.0000070450615,0.00001790308,0.00028263475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979024,0.000038145765,0.00093046896,0.00022969562,0.0005833338,0.00031598224],"domain_scores_gemma":[0.9976387,0.00009289968,0.0011385935,0.0002865943,0.00081617857,0.000027025635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009028784,0.00022158046,0.00045092672,0.00031817873,0.0004480714,0.0003021103,0.00032623412,0.000072283205,0.000067187946],"category_scores_gemma":[0.0006338981,0.00016440118,0.0003281972,0.0008689492,0.00010945388,0.0008012559,0.00032349504,0.00028741994,0.000016267184],"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":[0.00033213527,0.00030452973,0.5843565,0.0002042205,0.000029800258,0.0005803375,0.0002673825,0.000032214455,0.000076134405,0.2035604,0.0050865673,0.20516981],"study_design_scores_gemma":[0.0008751104,0.000040535335,0.7541115,0.00016751878,0.000445923,0.000012586678,0.00010267909,0.000092283364,0.000091686525,0.018481221,0.22538586,0.00019304632],"about_ca_topic_score_codex":0.00013103255,"about_ca_topic_score_gemma":0.00020983076,"teacher_disagreement_score":0.22029929,"about_ca_system_score_codex":0.00003412265,"about_ca_system_score_gemma":0.00007058195,"threshold_uncertainty_score":0.67040855},"labels":[],"label_agreement":null},{"id":"W3196308402","doi":"10.1177/00222429211047237","title":"Minimum Payments Alter Debt Repayment Strategies Across Multiple Cards","year":2021,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Booth University College","funders":"","keywords":"Payment; Debt; Credit card; Business; Dispersion (optics); Consumer debt; Economics; Monetary economics; Public economics; Actuarial science; Marketing; Finance","score_opus":0.014011953699389441,"score_gpt":0.2612309534879075,"score_spread":0.24721899978851805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196308402","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":[0.9933405,0.00054938183,0.000060983097,0.00040559552,0.0008633443,0.00008249598,0.0000028562436,0.000024903644,0.0046699326],"genre_scores_gemma":[0.9950621,0.00006337284,0.0012152249,0.0009210572,0.0019713445,0.0000027591595,0.000016265398,0.000032899818,0.00071498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973437,0.00012638082,0.0010085322,0.00028303545,0.0007876179,0.00045068638],"domain_scores_gemma":[0.9972174,0.0002861018,0.0011191319,0.00027857962,0.0010677591,0.000031004012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039619827,0.00023749095,0.00046182622,0.00018005396,0.00029680112,0.0007669523,0.00028249228,0.00007716848,0.00056730665],"category_scores_gemma":[0.0020660951,0.00020589156,0.00039137152,0.0005335733,0.000039227234,0.0016202631,0.0003010715,0.0002606563,0.00004531239],"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":[0.00048933696,0.00016823194,0.9748237,0.00024765887,0.00010866312,0.00052323536,0.00026257726,0.00019509427,0.0072762785,0.000067852205,0.012009986,0.0038273435],"study_design_scores_gemma":[0.0024023864,0.00003282486,0.86159074,0.00095010235,0.0003885171,0.0000695238,0.00554298,0.005035318,0.0014981776,0.0005217797,0.121341825,0.00062582735],"about_ca_topic_score_codex":0.00007732568,"about_ca_topic_score_gemma":0.00015662282,"teacher_disagreement_score":0.11323301,"about_ca_system_score_codex":0.00009062965,"about_ca_system_score_gemma":0.00010782951,"threshold_uncertainty_score":0.8396014},"labels":[],"label_agreement":null},{"id":"W319726959","doi":"10.2139/ssrn.2605574","title":"Government Transfers, Work and Social Norms: Evidence from the Russian Old-Age Pension, 1990-2011","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Guelph","funders":"","keywords":"Pension; Government (linguistics); Political science; Work (physics); Demographic economics; Psychology; Economics; Law","score_opus":0.02111098498946496,"score_gpt":0.21952608373022808,"score_spread":0.19841509874076313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W319726959","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":[0.9872601,0.0024440975,0.0003230418,0.009010724,0.0003073517,0.00020180109,0.0000031731813,0.000041135805,0.0004085639],"genre_scores_gemma":[0.99481666,0.00064282696,0.000044962413,0.0014422829,0.002321513,0.00000605072,0.000015322448,0.000034829696,0.0006755301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679565,0.000060955168,0.00044395466,0.00034961585,0.0009942928,0.0013555513],"domain_scores_gemma":[0.9992542,0.00008060507,0.00029282446,0.00023707007,0.000100137826,0.000035143734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022977223,0.00028119894,0.00031902496,0.000070815666,0.00068479264,0.00051013473,0.00049132074,0.00009468641,0.00017526065],"category_scores_gemma":[0.00012081745,0.00019376552,0.0001846345,0.00035412755,0.000105427695,0.0012327182,0.00014518702,0.0010482928,0.00016132023],"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":[0.0006119417,0.000112938586,0.8491573,0.000020672574,0.00017499653,0.00004273248,0.0014893427,0.0000143277975,0.00015649258,0.13071276,0.008139535,0.009366979],"study_design_scores_gemma":[0.0032985597,0.00021644915,0.6958229,0.00037063955,0.0014280435,0.00003775631,0.0060187564,0.00043217003,0.0000376829,0.21826605,0.07276267,0.0013083137],"about_ca_topic_score_codex":0.002226482,"about_ca_topic_score_gemma":0.0060719023,"teacher_disagreement_score":0.15333438,"about_ca_system_score_codex":0.00057533116,"about_ca_system_score_gemma":0.00029619638,"threshold_uncertainty_score":0.7901529},"labels":[],"label_agreement":null},{"id":"W3198407998","doi":"","title":"Income Dynamics in Sweden 1985-2016","year":2021,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Earnings; Earnings growth; Recession; Economics; Inequality; Volatility (finance); Labour economics; Demographic economics; Download; Immigration; Macroeconomics; Political science; Financial economics","score_opus":0.020269751825403002,"score_gpt":0.28125230281844604,"score_spread":0.260982550993043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198407998","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":[0.8753117,0.00006733224,7.8687265e-7,0.00036364884,0.00019469162,0.00019842386,0.0000049617306,0.000031461364,0.12382704],"genre_scores_gemma":[0.9936066,0.0006280196,0.00019085412,0.0003243878,0.00043044842,0.00004009836,0.0001214291,0.000046676225,0.004611467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997648,0.00006336775,0.0006233748,0.0006369052,0.00030508067,0.00072329206],"domain_scores_gemma":[0.9987737,0.00020004423,0.0001405677,0.0006245966,0.00023084407,0.000030279973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014718296,0.00020499037,0.00040054368,0.00093807495,0.00016071943,0.00038020062,0.00044848246,0.00014700755,0.0005903055],"category_scores_gemma":[0.0008220865,0.00022512612,0.00013364218,0.00108552,0.000119882985,0.0007933138,0.00067360414,0.00049193343,0.00023490727],"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":[0.00004152769,0.00012196668,0.9626297,0.00008253356,0.000010355269,0.000153842,0.00003063203,0.0003607167,0.00008979495,0.011566001,0.000081423976,0.024831507],"study_design_scores_gemma":[0.001653466,0.000020648207,0.7688767,0.00038152808,0.000021683487,0.000005659788,0.0011284964,0.1315656,0.000067527064,0.0067564356,0.08875251,0.0007697454],"about_ca_topic_score_codex":0.0008995649,"about_ca_topic_score_gemma":0.0151419705,"teacher_disagreement_score":0.193753,"about_ca_system_score_codex":0.0009234512,"about_ca_system_score_gemma":0.000194271,"threshold_uncertainty_score":0.91803765},"labels":[],"label_agreement":null},{"id":"W3198464704","doi":"10.1007/s10834-021-09795-z","title":"A Decomposition Analysis of Racial/Ethnic Differences in Financial Knowledge and Overconfidence","year":2021,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Overconfidence effect; Ethnic group; Decomposition; Economics; Psychology; Political science; Social psychology; Chemistry; Law","score_opus":0.03038012643647149,"score_gpt":0.2950316041947176,"score_spread":0.2646514777582461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198464704","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":[0.9908508,0.008506268,0.000017788916,0.00007701264,0.0001650933,0.0000318101,0.0000024748456,0.0000027510953,0.00034599876],"genre_scores_gemma":[0.9974034,0.001969011,0.00012670907,0.00013334742,0.0002977771,7.4619953e-7,0.0000055749697,0.0000043373734,0.00005912028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990258,0.000022964403,0.00059961673,0.00015782905,0.00007757463,0.00011621736],"domain_scores_gemma":[0.99920547,0.00007368605,0.0004839773,0.00008180142,0.00014218393,0.000012881739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044217941,0.000109534936,0.00058283337,0.000650927,0.000053434207,0.00009308346,0.00008790396,0.000057282658,0.000103901635],"category_scores_gemma":[0.00008844724,0.000102721904,0.00013689982,0.00043840706,0.000054404223,0.00083603,0.0000724372,0.0000905876,0.000005272719],"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":[0.000057409692,0.000064756765,0.9919654,0.00006861522,0.00009057419,0.000018036186,0.0005649848,0.00006180511,0.0015842114,0.0026064513,0.0001720013,0.0027457704],"study_design_scores_gemma":[0.00034255168,0.00001825591,0.99111307,0.00012801604,0.00051543815,0.0000019091835,0.00027592405,0.0049272184,0.00010230249,0.0014087792,0.0010695808,0.0000969495],"about_ca_topic_score_codex":0.00048801833,"about_ca_topic_score_gemma":0.0023584426,"teacher_disagreement_score":0.0065525747,"about_ca_system_score_codex":0.000027541435,"about_ca_system_score_gemma":0.000046855403,"threshold_uncertainty_score":0.41888776},"labels":[],"label_agreement":null},{"id":"W3200183881","doi":"10.33423/jabe.v23i1.4050","title":"Can Student Borrowing Lead to Bankruptcy?","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Debt; Loan; Student loan; Credit card; Point (geometry); Financial distress; Government (linguistics); Business; Student debt; Finance; Financial system; Economics; Payment","score_opus":0.011456229179189615,"score_gpt":0.20994479370428817,"score_spread":0.19848856452509855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200183881","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":[0.99416703,0.00011064159,0.00006687872,0.0016067765,0.00048406233,0.000078781595,0.0000016959361,0.000010299436,0.0034738542],"genre_scores_gemma":[0.99382955,0.00014058761,0.00088031613,0.003399847,0.0016091367,0.0000028359404,0.000010581164,0.00002630961,0.00010086519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880385,0.000002783678,0.00059982535,0.00022644037,0.00013849224,0.00022860598],"domain_scores_gemma":[0.998856,0.000020955575,0.0004506372,0.00017294023,0.000468205,0.000031254716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034867294,0.00017853425,0.00044941079,0.00029995546,0.0001543139,0.0004900469,0.00018859057,0.000055283792,0.0001285998],"category_scores_gemma":[0.00004487228,0.00017070795,0.00009835599,0.0004733372,0.000022800585,0.0005596542,0.00022073812,0.00011837008,0.00004197871],"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":[0.00083346525,0.00083678035,0.7604327,0.00075925904,0.00039296295,0.0004157771,0.001382496,0.02220499,0.010979936,0.13180795,0.012634481,0.05731919],"study_design_scores_gemma":[0.0022451559,0.000023404158,0.75817186,0.00022184134,0.00055149326,0.000042279895,0.0019494174,0.0016339677,0.0008035816,0.0073552234,0.22606787,0.0009338854],"about_ca_topic_score_codex":0.00007568528,"about_ca_topic_score_gemma":0.00030121423,"teacher_disagreement_score":0.21343338,"about_ca_system_score_codex":0.000064266285,"about_ca_system_score_gemma":0.000072363175,"threshold_uncertainty_score":0.6961268},"labels":[],"label_agreement":null},{"id":"W3200808924","doi":"10.1007/s10888-022-09528-8","title":"Inheritances and wealth inequality: a machine learning approach","year":2022,"lang":"en","type":"article","venue":"The Journal of Economic Inequality","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020; Ministerio de Economía y Competitividad; Ministerio de Ciencia, Innovación y Universidades; Comunidad de Madrid","keywords":"Inequality; Wealth distribution; Gini coefficient; Asset (computer security); Distribution (mathematics); Distribution of wealth; Economics; Index (typography); Econometrics; Economic inequality; Mathematics; Computer science","score_opus":0.03440758846671883,"score_gpt":0.2509037976089517,"score_spread":0.2164962091422329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200808924","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":[0.9964627,0.0007286919,0.00010846626,0.000681781,0.00027422563,0.00012065443,0.0000065469217,0.000018321667,0.0015986222],"genre_scores_gemma":[0.99771327,0.00008231644,0.00014965147,0.0011296734,0.0007572673,0.000004428388,0.00001639286,0.000018226037,0.00012874928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818,0.00027919986,0.00088977534,0.00016558544,0.0002592497,0.00022619474],"domain_scores_gemma":[0.9980245,0.00013713,0.0015161751,0.0002129882,0.00009053483,0.00001864891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072903065,0.00016457075,0.0004419822,0.00021252279,0.000641981,0.00012791071,0.00041183192,0.000026831376,0.00057400216],"category_scores_gemma":[0.00016862391,0.00012436068,0.00012667429,0.0002402464,0.00006933207,0.000739161,0.00042851336,0.000517288,0.00001351021],"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":[0.0005856845,0.00014512391,0.96669877,0.00017036789,0.00007478304,0.0000064839955,0.0009850874,0.00807829,0.00012374547,0.020336585,0.0012054964,0.0015895693],"study_design_scores_gemma":[0.00579141,0.00062925665,0.4331318,0.00011809404,0.0012586466,0.0002114798,0.0108958995,0.25660825,0.000055307093,0.051569413,0.23794575,0.0017846768],"about_ca_topic_score_codex":0.0016766117,"about_ca_topic_score_gemma":0.00015688349,"teacher_disagreement_score":0.53356695,"about_ca_system_score_codex":0.0001351023,"about_ca_system_score_gemma":0.00005537449,"threshold_uncertainty_score":0.6284921},"labels":[],"label_agreement":null},{"id":"W3201082651","doi":"10.4309/jgi.2021.48.11","title":"Temporal Measurement Invariance of the Financially Focused Self-Concept Construct","year":2021,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Measurement invariance; Construct (python library); Scale (ratio); Sample (material); Invariant (physics); Index (typography); Core (optical fiber); Construct validity; Social psychology; Developmental psychology; Psychometrics; Mathematics; Statistics; Structural equation modeling; Computer science; Confirmatory factor analysis; Geography; Physics; Cartography; Mathematical physics","score_opus":0.07085772567593868,"score_gpt":0.2732041874340458,"score_spread":0.2023464617581071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201082651","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":[0.9923455,0.0029500492,0.00021507186,0.0018544404,0.0013178546,0.00014469516,0.0000019373738,0.000028044557,0.0011423804],"genre_scores_gemma":[0.99307215,0.000052053354,0.004720102,0.0005179262,0.0014373298,0.000001011157,0.000002005778,0.000020191594,0.00017719963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973856,0.000053542917,0.0009650581,0.00018534916,0.0011849767,0.00022546473],"domain_scores_gemma":[0.9953937,0.000038437105,0.001573926,0.0003174242,0.0026601218,0.000016387481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012325835,0.0001883283,0.0005238435,0.00020630402,0.00017036694,0.00019076907,0.00045021778,0.000072661605,0.0002184182],"category_scores_gemma":[0.0011685317,0.00013765825,0.0003693824,0.0009544626,0.00008069622,0.000791257,0.00016802784,0.00023299524,0.000014088386],"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":[0.00012333014,0.00036225142,0.9608778,0.00028545043,0.00018957877,0.00013826218,0.00084700354,0.00035808858,0.010906685,0.010593276,0.012134083,0.0031842035],"study_design_scores_gemma":[0.0048396396,0.00013488632,0.5553043,0.0035392388,0.0016376126,0.00007072707,0.00088035845,0.0016853922,0.04883072,0.01227273,0.36975232,0.0010520711],"about_ca_topic_score_codex":0.00017969783,"about_ca_topic_score_gemma":0.00018318444,"teacher_disagreement_score":0.4055735,"about_ca_system_score_codex":0.000070216396,"about_ca_system_score_gemma":0.0003213031,"threshold_uncertainty_score":0.56135404},"labels":[],"label_agreement":null},{"id":"W3202078594","doi":"10.1016/j.insmatheco.2022.03.004","title":"Refundable income annuities: Feasibility of money-back guarantees","year":2022,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beneficiary; Economics; Cash; Valuation (finance); Actuarial science; Pension; Inflation (cosmology); Value (mathematics); Payment; Microeconomics; Finance; Computer science","score_opus":0.023363832495553325,"score_gpt":0.22184033217192534,"score_spread":0.19847649967637201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202078594","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":[0.99529177,0.00014909962,0.000019167968,0.00006478187,0.00014829548,0.00020818508,0.000054815802,0.000024478983,0.004039431],"genre_scores_gemma":[0.99804085,0.00005801877,0.0011898549,0.00021678997,0.0000981311,0.000018286706,0.000020531399,0.000022383776,0.00033514123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886376,0.00000652661,0.0005715064,0.00024841508,0.00011543876,0.00019433105],"domain_scores_gemma":[0.99902296,0.000051264233,0.00048033087,0.00034948435,0.00008601282,0.00000993943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551133,0.00015712123,0.00041437036,0.0001595752,0.00025316933,0.00011132148,0.00023874451,0.000031076932,0.00056263956],"category_scores_gemma":[0.00005545504,0.00016263132,0.00010322872,0.00022851121,0.00008083039,0.0005176175,0.00031919326,0.00009666208,0.000048625152],"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":[0.000052687777,0.0002271658,0.9430643,0.0009196908,0.00002428712,0.0000017174767,0.00053796073,0.0013587606,0.000096801676,0.05304901,0.00036318594,0.000304476],"study_design_scores_gemma":[0.0031195213,0.0001477382,0.42379767,0.0003095505,0.0002270298,0.000016172324,0.0037937763,0.19524151,0.00023260627,0.31663167,0.05476325,0.001719495],"about_ca_topic_score_codex":0.00027029126,"about_ca_topic_score_gemma":0.00008228747,"teacher_disagreement_score":0.5192666,"about_ca_system_score_codex":0.000051849725,"about_ca_system_score_gemma":0.000018515495,"threshold_uncertainty_score":0.66319126},"labels":[],"label_agreement":null},{"id":"W3202887845","doi":"10.1111/ijcs.12754","title":"Gender differences in financial knowledge overconfidence among older adults","year":2021,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Overconfidence effect; Psychology; Robustness (evolution); Finance; Gerontology; Demography; Medicine; Social psychology; Economics","score_opus":0.03338030137729809,"score_gpt":0.29126058586278525,"score_spread":0.25788028448548717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202887845","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":[0.987388,0.009066735,0.000029010254,0.00027485905,0.002035674,0.00005492256,0.000002044205,0.000009199129,0.0011395209],"genre_scores_gemma":[0.997258,0.0009634196,0.00010134863,0.0004537792,0.0009796172,0.0000045588845,0.0000038855133,0.000009262514,0.00022610089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983516,0.000026755954,0.00068607077,0.0002030876,0.0005537588,0.00017872675],"domain_scores_gemma":[0.99647164,0.00014827227,0.00051881257,0.0000987674,0.002749847,0.00001264061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289297,0.00016934933,0.00040030174,0.00045800608,0.000072729905,0.0001556351,0.00035090407,0.000048034875,0.00030006285],"category_scores_gemma":[0.0012706936,0.00014361639,0.00018086203,0.00036976466,0.00011930493,0.0010393702,0.0002580732,0.00019219329,0.00005790301],"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":[0.00006300303,0.00014308185,0.9906003,0.000047841757,0.00013667525,0.00029324705,0.00072364724,0.0000035306132,0.00003427277,0.002370407,0.0029812416,0.0026027882],"study_design_scores_gemma":[0.00094652985,0.000005195863,0.9907992,0.00074063806,0.00008896704,0.000011611007,0.0007771614,0.00016864389,0.000081161175,0.0015791312,0.0046344995,0.00016725736],"about_ca_topic_score_codex":0.000113862414,"about_ca_topic_score_gemma":0.0012202474,"teacher_disagreement_score":0.009869993,"about_ca_system_score_codex":0.00006914451,"about_ca_system_score_gemma":0.0001153516,"threshold_uncertainty_score":0.5856506},"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":"W3203194671","doi":"10.1093/rfs/hhab109","title":"Outraged by Compensation: Implications for Public Pension Performance","year":2021,"lang":"en","type":"article","venue":"Review of Financial Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Outrage; Pension; Compensation (psychology); Value (mathematics); Economics; Stakeholder; Politics; Corporate governance; Press release; Agency (philosophy); Portfolio; Investment (military); Actuarial science; Accounting; Business; Political science; Finance; Sociology; Management; Law","score_opus":0.06668041154363545,"score_gpt":0.3039416332513853,"score_spread":0.23726122170774983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203194671","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":[0.5490023,0.4211399,0.00039684193,0.02263523,0.00089174823,0.0020396437,0.00008643438,0.0001342619,0.00367364],"genre_scores_gemma":[0.85317254,0.13276635,0.0012921569,0.010004123,0.0009839007,0.0002969318,0.0007487116,0.000037304104,0.0006979691],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843234,0.000021098112,0.0007531179,0.00032578848,0.00023634071,0.00023128878],"domain_scores_gemma":[0.99681246,0.00009678804,0.0005640135,0.000352802,0.0021638519,0.0000101062815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007133824,0.00018719246,0.0007105055,0.00008307516,0.00042464887,0.00004956914,0.0001889625,0.000040616786,0.000104085055],"category_scores_gemma":[0.0024500883,0.00016415973,0.00026842963,0.00090773194,0.0000725372,0.0005362631,0.00016336243,0.00006956292,0.000056930767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021481188,0.0002842643,0.34428558,0.028562287,0.00007101596,0.0000017599853,0.000059869588,0.0000023851453,0.0011012935,0.07708826,0.48847714,0.06004467],"study_design_scores_gemma":[0.00031589053,0.00001591431,0.2556771,0.0028687536,0.000267033,9.696681e-7,0.000022131255,0.0000609286,0.00014660205,0.0009063908,0.7394595,0.0002587663],"about_ca_topic_score_codex":0.000013413898,"about_ca_topic_score_gemma":0.000054798686,"teacher_disagreement_score":0.30417025,"about_ca_system_score_codex":0.000039981536,"about_ca_system_score_gemma":0.00006715873,"threshold_uncertainty_score":0.66942394},"labels":[],"label_agreement":null},{"id":"W3204541597","doi":"10.11575/prism/30030","title":"The Incentive Structure of the Pooled Registered Pension Plan","year":2012,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Business; Actuarial science; Pension; Pension plan; Finance; Economics","score_opus":0.01175735498652698,"score_gpt":0.18357007388675,"score_spread":0.17181271890022304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204541597","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":[0.99518317,0.00014723024,0.00033206475,0.00037726815,0.00024924,0.00019324697,5.927264e-7,0.000016831624,0.0035003477],"genre_scores_gemma":[0.99825305,0.000015063207,0.000406452,0.000121525365,0.00006688318,6.15899e-8,0.000013423521,0.000007363612,0.0011161622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991678,0.000029880617,0.0001451265,0.00013199825,0.0003280302,0.00019716205],"domain_scores_gemma":[0.99894744,0.000040755596,0.0004672606,0.0003736882,0.0001588162,0.000012060219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018418509,0.00010692524,0.00018236559,0.000089984605,0.0004248246,0.000022368227,0.00046181475,0.000064944354,0.00016740341],"category_scores_gemma":[0.000074684685,0.000075754506,0.00015365219,0.0003458367,0.00018603941,0.00057947385,0.00042419063,0.0001201602,0.00001925869],"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":[0.00027179334,0.000090849506,0.9435263,0.00012054743,0.00007485685,0.0000036482957,0.0011434816,0.000001232008,0.0069815093,0.02564243,0.009456246,0.012687077],"study_design_scores_gemma":[0.00045633691,0.0000060087345,0.94387424,0.00006407538,0.00027763078,3.8719574e-7,0.00022048106,0.0028603787,0.00032217815,0.0010758507,0.05070775,0.00013469873],"about_ca_topic_score_codex":0.0016417312,"about_ca_topic_score_gemma":0.00017522009,"teacher_disagreement_score":0.041251503,"about_ca_system_score_codex":0.000025615642,"about_ca_system_score_gemma":0.000015802923,"threshold_uncertainty_score":0.32674503},"labels":[],"label_agreement":null},{"id":"W3204814494","doi":"10.3386/w27969","title":"Millionaires Speak: What Drives Their Personal Investment Decisions?","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Investment (military); Business; Personal account; Internet privacy; Law; Computer science; Political science; Art","score_opus":0.32643445725301995,"score_gpt":0.4451048385539259,"score_spread":0.11867038130090596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204814494","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15068711,0.010349144,0.000005255324,0.008453501,0.0035861833,0.0024123727,0.00021521741,0.00015163608,0.8241396],"genre_scores_gemma":[0.96552587,0.008754038,0.00032613505,0.0013828946,0.011669904,0.0001709376,0.0047444296,0.00016867592,0.00725712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937552,0.00008256046,0.0012151544,0.0010241128,0.003355305,0.0005676362],"domain_scores_gemma":[0.99393755,0.0009617929,0.0008206828,0.0004123081,0.0038065286,0.000061153354],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0039450773,0.00046736424,0.00087230507,0.002244199,0.00038546,0.0008560248,0.0009854626,0.00035502872,0.002607396],"category_scores_gemma":[0.0032223933,0.00042583825,0.0006021518,0.0008026555,0.00039409418,0.0019506612,0.0008792004,0.00075794617,0.0016983853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002399692,0.0003210398,0.04108347,0.0006667747,0.00045458053,0.000029867237,0.00028679587,0.00024835524,0.00019923673,0.24325417,0.70693094,0.006284793],"study_design_scores_gemma":[0.00081702095,0.00006648137,0.026638547,0.0014396986,0.00013282278,0.000007823986,0.000661528,0.00850412,0.00012067365,0.30624208,0.6544596,0.00090962264],"about_ca_topic_score_codex":0.0020628758,"about_ca_topic_score_gemma":0.00072244275,"teacher_disagreement_score":0.8168825,"about_ca_system_score_codex":0.0012635654,"about_ca_system_score_gemma":0.0022613204,"threshold_uncertainty_score":0.99981934},"labels":[],"label_agreement":null},{"id":"W3205000083","doi":"10.3138/cpp.2020-095","title":"Debt, Financial Vulnerability, and Repayment Behaviour in Older Canadian Households","year":2022,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Debt; Vulnerability (computing); Asset (computer security); Household debt; Payment; Business; Demographic economics; Economics; Finance; Monetary economics","score_opus":0.014679539042959171,"score_gpt":0.22745455499672992,"score_spread":0.21277501595377074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205000083","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":[0.9773095,0.00011610765,4.4690609e-7,0.013008669,0.00028704666,0.00042737264,0.00011965641,0.000054817738,0.008676356],"genre_scores_gemma":[0.978922,0.0000046626487,0.000017402699,0.018953271,0.0007755289,0.00014523731,0.00022342728,0.000046205674,0.0009122709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735063,0.00005037776,0.0004438542,0.0005911136,0.00036678725,0.0011972304],"domain_scores_gemma":[0.9988953,0.000017980965,0.00013193564,0.0004977807,0.00012353784,0.00033348918],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085918955,0.00027370238,0.00031335527,0.0030407817,0.0010490026,0.00046838456,0.00048408558,0.00010361173,0.0018514784],"category_scores_gemma":[0.0005426507,0.00033010673,0.000099299905,0.002707358,0.00008786543,0.00084204227,0.00027744327,0.0003750187,0.00005269657],"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":[0.0000034263667,0.000036747813,0.9143816,0.00001791779,0.0000034836153,0.00011442322,0.000114838884,0.000012476974,0.0000026162463,0.0546371,0.028260482,0.0024148407],"study_design_scores_gemma":[0.00034536116,0.000007787578,0.68101996,0.000007082721,0.000017340262,0.000006099155,0.000063042884,0.00031003426,5.906011e-7,0.0013225877,0.31660628,0.00029382392],"about_ca_topic_score_codex":0.9923457,"about_ca_topic_score_gemma":0.9973998,"teacher_disagreement_score":0.2883458,"about_ca_system_score_codex":0.002115633,"about_ca_system_score_gemma":0.0043336498,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W3205182927","doi":"10.1080/09638180.2021.1965897","title":"Does Citizens’ Financial Literacy Relate to Bank Financial Reporting Transparency?","year":2021,"lang":"en","type":"article","venue":"European Accounting Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University; York University; McMaster University","funders":"","keywords":"Financial literacy; Transparency (behavior); Loan; Business; Earnings; Accounting; Financial system; Finance; Political science","score_opus":0.019035930213689385,"score_gpt":0.25913720145113367,"score_spread":0.2401012712374443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205182927","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":[0.85455155,0.030382533,0.0005371126,0.006284003,0.005235532,0.0019758744,0.0000354827,0.0012537313,0.099744156],"genre_scores_gemma":[0.8532497,0.009262503,0.0055923355,0.10400247,0.015044191,0.00009783462,0.0007635528,0.00049359415,0.011493774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99361604,0.00014979392,0.0032204257,0.0013029572,0.000823656,0.0008870957],"domain_scores_gemma":[0.994951,0.00008523557,0.0025339324,0.0010978074,0.0012691234,0.00006288834],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004051753,0.0006249276,0.0011791658,0.00034398973,0.0006586902,0.00093346956,0.00069325813,0.00009001573,0.0020868394],"category_scores_gemma":[0.014794691,0.0004889812,0.00069672114,0.0029003662,0.00005280795,0.0017920387,0.0005824563,0.0005297174,0.0038006692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009504323,0.00043696383,0.54009205,0.019438623,0.00007083412,0.006059275,0.0005277397,0.000058050755,0.002824075,0.0102002155,0.22708632,0.19311081],"study_design_scores_gemma":[0.00030875328,0.000010055456,0.17318903,0.01076088,0.00040422793,0.000017798344,0.000007941322,0.000072141476,0.000059543127,0.0004489759,0.81388915,0.0008314924],"about_ca_topic_score_codex":0.000085080625,"about_ca_topic_score_gemma":0.00007568259,"teacher_disagreement_score":0.58680284,"about_ca_system_score_codex":0.00007132497,"about_ca_system_score_gemma":0.00015009442,"threshold_uncertainty_score":0.99975616},"labels":[],"label_agreement":null},{"id":"W3205767825","doi":"10.3390/jrfm14100479","title":"Does Fixed Income Buffer against Fraud Shocks?","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bond; Damages; Actuarial science; Portfolio; Equity (law); Business; Fixed income; Investment portfolio; Economics; Finance; Law","score_opus":0.0049830689647469475,"score_gpt":0.19543344944951488,"score_spread":0.19045038048476792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205767825","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":[0.9922405,0.0008118348,0.0015510197,0.00024295572,0.0015317714,0.00015527579,0.0000066759335,0.000030317615,0.0034296636],"genre_scores_gemma":[0.99130577,0.002248826,0.001636209,0.0016932195,0.0022673688,0.0000049226887,0.0000157868,0.000028990435,0.0007989087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979162,0.000033610202,0.00080650055,0.0003224445,0.0005784623,0.00034278285],"domain_scores_gemma":[0.9983576,0.00005130025,0.00075929664,0.0002898114,0.0005039071,0.0000380971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007159504,0.0002746949,0.0005352999,0.0005363841,0.00032821568,0.00036619464,0.00027887925,0.00009560565,0.00028405283],"category_scores_gemma":[0.00034114334,0.00018842831,0.00030088314,0.00085212523,0.000059986138,0.0009752984,0.00041738487,0.00030950856,0.00006443892],"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":[0.00017434158,0.00023111001,0.9064768,0.00028992983,0.000049186063,0.00086616445,0.00012862594,0.00009328179,0.00008627673,0.014507716,0.005079631,0.072016954],"study_design_scores_gemma":[0.0010658064,0.00002116624,0.619904,0.00023415624,0.00040144176,0.000003899423,0.00020169884,0.00022146705,0.00005498766,0.0070789657,0.37050787,0.00030458777],"about_ca_topic_score_codex":0.00007256892,"about_ca_topic_score_gemma":0.00015671356,"teacher_disagreement_score":0.36542824,"about_ca_system_score_codex":0.000050921743,"about_ca_system_score_gemma":0.00003316629,"threshold_uncertainty_score":0.76838833},"labels":[],"label_agreement":null},{"id":"W3205995165","doi":"10.31235/osf.io/y8gh7","title":"Appointments: A More Effective Commitment Device for Health Behaviors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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":"Minnesota Population Center, University of Minnesota; University of Toronto; University of Minnesota","keywords":"Procrastination; Commitment device; Business; Health care; Developing country; Finance; Psychology; Economics; Economic growth; Social psychology; Microeconomics; Incentive","score_opus":0.02297088482994251,"score_gpt":0.3118627204356444,"score_spread":0.28889183560570186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205995165","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":[0.9786561,0.001172825,0.0027598005,0.0034505972,0.0021700168,0.008729991,0.00008587675,0.0005188471,0.0024559533],"genre_scores_gemma":[0.94481504,0.00007307735,0.010662311,0.027109658,0.0024750484,0.0042014364,0.008225574,0.00023470279,0.0022031402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996642,0.000046902685,0.0008893943,0.0011720966,0.0006113607,0.00063823926],"domain_scores_gemma":[0.9972202,0.000093575596,0.0009528533,0.0009054856,0.00078784255,0.00004004014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008327076,0.00066826306,0.0011090789,0.00049238716,0.00039276268,0.00077679276,0.00052563666,0.00025346634,0.0006507707],"category_scores_gemma":[0.00015639518,0.00063439866,0.0007204096,0.0005548401,0.00005565535,0.0005487303,0.0016380296,0.0004137492,0.00011862927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006237988,0.0050948802,0.68424803,0.020136574,0.0013200627,0.00013798053,0.0023550235,0.0012094441,0.00029403926,0.013893998,0.21040104,0.06028511],"study_design_scores_gemma":[0.009017312,0.00039183823,0.50702286,0.00711064,0.006671031,0.000005571544,0.00444346,0.03416885,0.0010348991,0.007435359,0.41569522,0.007002965],"about_ca_topic_score_codex":0.008365124,"about_ca_topic_score_gemma":0.0019350919,"teacher_disagreement_score":0.20529418,"about_ca_system_score_codex":0.00046137685,"about_ca_system_score_gemma":0.00016679085,"threshold_uncertainty_score":0.9996107},"labels":[],"label_agreement":null},{"id":"W3206453026","doi":"10.2139/ssrn.3939283","title":"Appointments: A More Effective Commitment Device for Health Behaviors","year":2021,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","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":"University of Toronto","funders":"University of Toronto; University of Minnesota","keywords":"Procrastination; Commitment device; Health care; Finance; Business; Psychology; Medicine; Economics; Social psychology; Economic growth; Microeconomics; Incentive","score_opus":0.012760749992095278,"score_gpt":0.29146972952289785,"score_spread":0.2787089795308026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206453026","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":[0.975936,0.008909784,0.005570353,0.0037652594,0.0018073975,0.0035656013,0.000028930697,0.00016298752,0.00025367516],"genre_scores_gemma":[0.9872774,0.00145894,0.0008136955,0.0044344184,0.0033265012,0.0006068972,0.0011606832,0.0001749461,0.00074653234],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942531,0.00009779373,0.001031634,0.0008576444,0.00076548767,0.0029943348],"domain_scores_gemma":[0.9967514,0.000072900875,0.0016913936,0.0005910582,0.0008412993,0.000051895273],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033836633,0.00068351085,0.0010694889,0.00061546254,0.00077851984,0.0008398368,0.0007373347,0.00026221227,0.000106156964],"category_scores_gemma":[0.00019364449,0.000659325,0.0009252617,0.0005405126,0.000057035813,0.0006722813,0.0007820287,0.0030244398,0.000046355646],"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":[0.0021715404,0.0066393064,0.5198797,0.00800387,0.0064836578,0.00021026559,0.0030692848,0.0028311315,0.0005084109,0.16801038,0.023991875,0.25820062],"study_design_scores_gemma":[0.024458854,0.0026193585,0.17661245,0.011034181,0.016036121,0.00042009994,0.025410233,0.016266335,0.00043599575,0.49204782,0.22302727,0.011631295],"about_ca_topic_score_codex":0.0019460948,"about_ca_topic_score_gemma":0.005290096,"teacher_disagreement_score":0.34326723,"about_ca_system_score_codex":0.003545924,"about_ca_system_score_gemma":0.0024762664,"threshold_uncertainty_score":0.9995858},"labels":[],"label_agreement":null},{"id":"W3208219154","doi":"10.1111/ecpo.12201","title":"The influence of financial and economic literacy on policy preferences in Italy","year":2021,"lang":"en","type":"article","venue":"Economics and Politics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"Institute for Humane Studies, George Mason University; University of Washington","keywords":"Financial literacy; Immigration; Protectionism; Pension; Economics; Economic globalization; Literacy; Globalization; Economic integration; International economics; Political science; Finance; Economic growth; Market economy","score_opus":0.008230997965498046,"score_gpt":0.22652156322246816,"score_spread":0.2182905652569701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208219154","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":[0.99611825,0.00018652703,1.1731141e-7,0.00080581795,0.000076206175,0.000057299858,0.000014512622,0.0000044465673,0.0027368367],"genre_scores_gemma":[0.99721605,0.0009126334,0.000026648282,0.0011923893,0.00043231464,0.00000348602,0.000011300943,0.000007662294,0.00019753119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992432,0.000008193869,0.00032857925,0.00019214462,0.000031053853,0.0001968457],"domain_scores_gemma":[0.99948984,0.00010861442,0.0001592782,0.00016506227,0.00006354341,0.00001362863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015624927,0.00010992858,0.0001888066,0.00014639551,0.00012379179,0.00024921139,0.00009847194,0.000044137374,0.000012365579],"category_scores_gemma":[0.00017891171,0.00009668716,0.000036361434,0.000095854746,0.00009272942,0.00040267382,0.00012785394,0.000067908695,0.000015711224],"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":[0.000009897873,0.000015055166,0.27363947,0.00003394235,0.0000037277025,0.00000139249,0.00008877428,0.00034216125,0.000007827768,0.7240829,0.00007868352,0.001696205],"study_design_scores_gemma":[0.00029925548,0.000014101738,0.83381605,0.000051356274,0.00001791812,0.0000011341118,0.000036859677,0.0030325954,0.00006293957,0.07761848,0.084882505,0.0001668002],"about_ca_topic_score_codex":0.001908882,"about_ca_topic_score_gemma":0.0014309469,"teacher_disagreement_score":0.6464644,"about_ca_system_score_codex":0.00003761038,"about_ca_system_score_gemma":0.00012049111,"threshold_uncertainty_score":0.3942788},"labels":[],"label_agreement":null},{"id":"W3208386183","doi":"10.3390/jrfm14110525","title":"Political Stress and the Sustainability of Funded Pension Schemes: Introduction of a Financial Theory","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Position (finance); Financial market; Sustainability; Business; Order (exchange); Anomaly (physics); Economics; Finance","score_opus":0.004675233100150411,"score_gpt":0.21077882055514702,"score_spread":0.2061035874549966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208386183","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":[0.99416816,0.0011275291,0.0030406679,0.0006843178,0.00033179554,0.00025590288,0.0000068107015,0.000006902377,0.0003778895],"genre_scores_gemma":[0.9976395,0.00045723355,0.00043582756,0.0001932454,0.0011838762,0.0000033197987,0.0000067924425,0.000010478229,0.00006974931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99806225,0.000118464246,0.0008612195,0.00024977457,0.0004501331,0.00025817918],"domain_scores_gemma":[0.9974767,0.0001509157,0.00090113276,0.0002728282,0.0011735533,0.000024888452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019237465,0.00018359305,0.00058796984,0.00030989587,0.00019397888,0.000073650706,0.00016599437,0.00007747482,0.00004831653],"category_scores_gemma":[0.0025240716,0.00013134253,0.00022670737,0.00061055605,0.00040595533,0.00045443026,0.00035164945,0.00023705332,8.8352067e-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":[0.0012193812,0.00021706606,0.13627031,0.00073131773,0.00002350782,0.00003507776,0.00015541818,0.00002170575,0.000025347837,0.84289175,0.0004504932,0.017958624],"study_design_scores_gemma":[0.0039787996,0.00009110732,0.64656806,0.00026814025,0.0012596635,0.00001123292,0.0021633247,0.00030115774,0.0003908949,0.31462863,0.030069934,0.00026906244],"about_ca_topic_score_codex":0.00014238332,"about_ca_topic_score_gemma":0.0000662434,"teacher_disagreement_score":0.52826315,"about_ca_system_score_codex":0.000044020977,"about_ca_system_score_gemma":0.00007405913,"threshold_uncertainty_score":0.5355993},"labels":[],"label_agreement":null},{"id":"W3208723293","doi":"10.3390/jrfm14110513","title":"Australians’ Financial Wellbeing and Household Debt: A Panel Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Household debt; Financial literacy; Debt; Government debt; Control (management); Consumer debt; Government (linguistics); Economics; Household income; Panel data; Finance; British Household Panel Survey; Business; Demographic economics; Geography","score_opus":0.015872739092795584,"score_gpt":0.20775032999090873,"score_spread":0.19187759089811315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208723293","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":[0.9936571,0.0012443414,0.0035700155,0.00016801807,0.00045323203,0.00013797909,0.000010095863,0.000027532371,0.00073167117],"genre_scores_gemma":[0.9927285,0.0021438564,0.0025955795,0.000870872,0.0011888216,0.0000043902583,0.000015785436,0.00002535017,0.00042685604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976952,0.000038987393,0.0008823283,0.00042950196,0.0005463827,0.00040758],"domain_scores_gemma":[0.9984507,0.00005391616,0.0008228528,0.0002800327,0.00034066415,0.000051821324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083674886,0.00032098024,0.0007481335,0.0010705409,0.00039815332,0.00038259773,0.00021137681,0.0001235662,0.000085244435],"category_scores_gemma":[0.000336077,0.0002975951,0.0004134084,0.0021155933,0.00008637815,0.0008902705,0.0003368075,0.0003328643,0.000011909975],"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":[0.00016919604,0.00019478425,0.93562233,0.00024190488,0.00016648133,0.0009996911,0.00017553296,0.00031611635,0.0000739153,0.027190736,0.0030720548,0.031777237],"study_design_scores_gemma":[0.0009796103,0.00002679819,0.8738148,0.00012018619,0.0036072982,0.000014314356,0.00016447826,0.00038178894,0.000026748068,0.0038325333,0.11668234,0.00034905464],"about_ca_topic_score_codex":0.00033045848,"about_ca_topic_score_gemma":0.00044752355,"teacher_disagreement_score":0.11361029,"about_ca_system_score_codex":0.00004164104,"about_ca_system_score_gemma":0.000041287658,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W3208868903","doi":"10.2139/ssrn.3914341","title":"Refundable Income Annuities: Feasibility of Money-Back Guarantees","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Economics; Actuarial science; Business; Computer science; Econometrics","score_opus":0.014381849904337832,"score_gpt":0.24238962535930658,"score_spread":0.22800777545496875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208868903","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":[0.99233323,0.0026224684,0.00025362696,0.00032410206,0.00024157803,0.000113285634,0.0000033918902,0.000034429522,0.0040738843],"genre_scores_gemma":[0.99320304,0.0006706193,0.00014053631,0.00028891818,0.0007408851,0.0000022183112,0.000025459287,0.00003071214,0.004897588],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968897,0.00004563232,0.0006906696,0.00033500243,0.00052851974,0.0015104893],"domain_scores_gemma":[0.9982016,0.000039191094,0.00053491024,0.0003985006,0.00080785045,0.0000179374],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018072313,0.00022975447,0.00045939223,0.00027782895,0.00027838646,0.00021381029,0.00037319266,0.0000877664,0.0010444692],"category_scores_gemma":[0.00031725565,0.0002115798,0.0003242809,0.0010095325,0.000081439364,0.0012413003,0.00016971305,0.0008396095,0.00023335537],"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":[0.00014488936,0.0002359492,0.85438234,0.00017810908,0.00011303659,0.000019686438,0.00008337392,0.00007819172,0.0015812904,0.14151809,0.0006108574,0.0010542173],"study_design_scores_gemma":[0.0033374385,0.0001945305,0.1600814,0.0004827257,0.0006396838,0.00017275354,0.003774082,0.0018089401,0.0012573277,0.78849703,0.038583573,0.0011705429],"about_ca_topic_score_codex":0.000545196,"about_ca_topic_score_gemma":0.0026493296,"teacher_disagreement_score":0.69430095,"about_ca_system_score_codex":0.00042482288,"about_ca_system_score_gemma":0.0009245415,"threshold_uncertainty_score":0.9998687},"labels":[],"label_agreement":null},{"id":"W3209521490","doi":"10.2139/ssrn.3950672","title":"Household Credit as Stimulus? Evidence from Brazil","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Stimulus (psychology); Business; Economics; Psychology; Cognitive psychology","score_opus":0.01649806429312207,"score_gpt":0.24561411416973547,"score_spread":0.2291160498766134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209521490","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":[0.9873361,0.0069153057,0.0007784215,0.001632532,0.0006858424,0.00009441048,0.0000028819109,0.00010924858,0.0024452596],"genre_scores_gemma":[0.9882585,0.0021117872,0.00014298594,0.0020623116,0.004614008,0.0000042296792,0.000040226278,0.00005361396,0.0027123499],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996366,0.00004233184,0.00051345024,0.00046682055,0.0007588735,0.001852515],"domain_scores_gemma":[0.9986218,0.00010841589,0.00040404414,0.00041179126,0.0004207766,0.000033162116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012411344,0.00027921278,0.0003566429,0.00024366702,0.00046324162,0.0007119697,0.00052403606,0.00010616692,0.0018833365],"category_scores_gemma":[0.00069174345,0.00026721173,0.00029854078,0.0009111247,0.00004664535,0.0022425014,0.00024117676,0.001332474,0.0009995259],"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":[0.00036985686,0.00040724414,0.8328128,0.00007046555,0.00042115725,0.0006649182,0.00015003493,0.0006698886,0.008055812,0.10798993,0.018635804,0.029752087],"study_design_scores_gemma":[0.0028276145,0.00015674664,0.19302016,0.0007816175,0.0015736272,0.00033936035,0.0014367421,0.0044849366,0.0011492772,0.6619373,0.13042988,0.0018627602],"about_ca_topic_score_codex":0.0019375245,"about_ca_topic_score_gemma":0.003813983,"teacher_disagreement_score":0.6397926,"about_ca_system_score_codex":0.00045419982,"about_ca_system_score_gemma":0.0011957169,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W3209577916","doi":"10.33423/jabe.v23i3.4355","title":"Decision-Making in Defined Contribution Pension Plans: The Case of Israel","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit van Tilburg; Tel Aviv University; Universiteit van Amsterdam","keywords":"Pension; Poverty; Business; State (computer science); Actuarial science; Public economics; Finance; Economics; Economic growth","score_opus":0.009136590553228909,"score_gpt":0.21284800323488437,"score_spread":0.20371141268165546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209577916","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":[0.99857575,0.00024798428,0.0002716301,0.00025092257,0.00024905417,0.00008068718,0.00000404554,0.0000032211387,0.00031671952],"genre_scores_gemma":[0.99838936,0.00024536825,0.000537295,0.00046400202,0.00033756925,0.0000014188506,0.000010834081,0.000011327652,0.0000027976203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988743,0.0000058715445,0.000746386,0.00014931672,0.00007797463,0.00014616745],"domain_scores_gemma":[0.9983153,0.00017295126,0.00083188806,0.00015366137,0.0005170999,0.000009151952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617763,0.00012690951,0.0004023985,0.00025576176,0.0001249925,0.00015670127,0.00011206576,0.000066822766,0.000046628702],"category_scores_gemma":[0.00023470457,0.000095765616,0.00008186059,0.0004668713,0.00004182948,0.00051577203,0.00012743825,0.00012295738,0.0000055398305],"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":[0.0035156212,0.0006551921,0.49510083,0.00056825636,0.00015991842,0.0026577697,0.0004239309,0.029307798,0.0028093304,0.35567728,0.0017570044,0.10736708],"study_design_scores_gemma":[0.007921278,0.000038568884,0.77042526,0.0014842852,0.0009109252,0.0016738697,0.004042083,0.06357586,0.00058613846,0.12022862,0.028055716,0.0010574309],"about_ca_topic_score_codex":0.00014321852,"about_ca_topic_score_gemma":0.0013542909,"teacher_disagreement_score":0.2753244,"about_ca_system_score_codex":0.000038780967,"about_ca_system_score_gemma":0.00005328995,"threshold_uncertainty_score":0.39052087},"labels":[],"label_agreement":null},{"id":"W3210358387","doi":"10.48550/arxiv.2111.01239","title":"Refundable income annuities: Feasibility of money-back guarantees","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beneficiary; Economics; Cash; Valuation (finance); Actuarial science; Pension; Inflation (cosmology); Value (mathematics); Microeconomics; Finance","score_opus":0.07300263351841421,"score_gpt":0.19889345293177382,"score_spread":0.1258908194133596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210358387","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":[0.990652,0.00017726026,0.00051021687,0.000030824303,0.00046884472,0.00039341472,0.000032667936,0.00011852517,0.007616218],"genre_scores_gemma":[0.99476236,0.0001140915,0.00017026607,0.0001653998,0.00030896204,0.0000010217761,0.000250965,0.000042828553,0.0041841017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974753,0.00006194918,0.000584107,0.001209651,0.00023452973,0.00043442886],"domain_scores_gemma":[0.9966093,0.00006720962,0.00089297467,0.0014161253,0.0009838685,0.00003054291],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005049531,0.0004817281,0.0009116897,0.00061839796,0.00019792162,0.00025683772,0.0009529248,0.000345177,0.0019099162],"category_scores_gemma":[0.00018665496,0.0005571155,0.0006209733,0.0015010952,0.0002369574,0.0012306683,0.0021439295,0.00047627866,0.00027035046],"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":[0.00016583777,0.0002698821,0.96230173,0.0017437175,0.000108961525,0.00015343892,0.00012355295,0.016467642,0.00011172985,0.017877793,0.0006464165,0.000029271288],"study_design_scores_gemma":[0.0042508123,0.00010088433,0.66489875,0.004001246,0.0034281714,0.0000034921222,0.003157424,0.2166221,0.0005939161,0.085188,0.01332271,0.0044325106],"about_ca_topic_score_codex":0.0046683876,"about_ca_topic_score_gemma":0.0010762704,"teacher_disagreement_score":0.29740304,"about_ca_system_score_codex":0.00021543542,"about_ca_system_score_gemma":0.00015725494,"threshold_uncertainty_score":0.999688},"labels":[],"label_agreement":null},{"id":"W3210705234","doi":"10.32920/ryerson.14638059.v1","title":"RU debt free: a guide to managing your personal finances","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Debt; Financial management; Graduation (instrument); Asset (computer security); Business; Public relations; Political science; Engineering; Computer science","score_opus":0.02108439010031483,"score_gpt":0.26447471169476716,"score_spread":0.24339032159445234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210705234","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":[0.8472623,0.0012719469,0.0025436268,0.006132451,0.0026309246,0.00092279934,0.000022895763,0.0005683135,0.13864473],"genre_scores_gemma":[0.8946059,0.00020806133,0.02395337,0.021148646,0.007534623,0.00024872,0.0010453918,0.00021702104,0.051038295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963016,0.000020833753,0.0008020081,0.0013119407,0.00090386014,0.0006597465],"domain_scores_gemma":[0.99771017,0.00003477034,0.00045340022,0.0010893713,0.00067518983,0.000037091166],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057735713,0.00063609413,0.00080843613,0.00078465295,0.0003302323,0.0017068367,0.001205035,0.00024416661,0.0042085666],"category_scores_gemma":[0.00048630763,0.00062451174,0.0005685445,0.0010464952,0.00004522879,0.0008528865,0.004681761,0.00047556058,0.00074051594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115896226,0.00034151805,0.44116962,0.0024008343,0.00025873474,0.0005756058,0.0009345722,0.0014587512,0.00037847008,0.021608952,0.5157856,0.01497149],"study_design_scores_gemma":[0.0011410613,0.000021568625,0.1821997,0.002626843,0.0012378541,0.000005645262,0.0021999662,0.052293163,0.00014781782,0.010098996,0.7445431,0.0034843322],"about_ca_topic_score_codex":0.010382225,"about_ca_topic_score_gemma":0.0036181281,"teacher_disagreement_score":0.2589699,"about_ca_system_score_codex":0.00012996687,"about_ca_system_score_gemma":0.00012493454,"threshold_uncertainty_score":0.9996206},"labels":[],"label_agreement":null},{"id":"W3210843369","doi":"10.1891/jfcp-2021-0045","title":"What, Me Worry? Financial Knowledge Overconfidence and the Perception of Emergency Fund Needs","year":2022,"lang":"en","type":"article","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"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":"Overconfidence effect; Worry; Perception; Finance; Business; Actuarial science; Psychology; Social psychology","score_opus":0.024149506387195263,"score_gpt":0.26330462643231217,"score_spread":0.2391551200451169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210843369","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":[0.98655295,0.010445024,0.00023002666,0.00021221963,0.0022177144,0.00011714263,0.0000031584254,0.000010635482,0.00021112685],"genre_scores_gemma":[0.9957618,0.001509297,0.000074686046,0.00037888563,0.0020537837,0.00000480205,0.000006378583,0.000015035017,0.00019531303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816394,0.0000838324,0.00082951545,0.000176428,0.00050728366,0.00023902986],"domain_scores_gemma":[0.9981441,0.00016125978,0.0010150229,0.00012861505,0.0005298358,0.0000211708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030849732,0.00019453025,0.00047971768,0.0005008689,0.00078510056,0.00019127798,0.00024932623,0.00006618622,0.00018443938],"category_scores_gemma":[0.00058030075,0.00015665902,0.0001848967,0.0008290048,0.00009780853,0.0013167848,0.00014554651,0.00046744233,0.0000032557389],"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":[0.008939156,0.00060886797,0.6229178,0.0015894918,0.00016213825,0.00022772109,0.19349699,0.0063142986,0.006465106,0.0438787,0.057518527,0.05788126],"study_design_scores_gemma":[0.01117715,0.0007080264,0.4630319,0.003423456,0.0024921475,0.0002771187,0.09364538,0.04527255,0.00004557192,0.037966393,0.33967414,0.0022861704],"about_ca_topic_score_codex":0.00016271615,"about_ca_topic_score_gemma":0.00003087705,"teacher_disagreement_score":0.28215563,"about_ca_system_score_codex":0.0000313372,"about_ca_system_score_gemma":0.00010631454,"threshold_uncertainty_score":0.638837},"labels":[],"label_agreement":null},{"id":"W3212567082","doi":"10.29173/mlj1067","title":"The Registered Retirement Savings Protection Act","year":2009,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Actuarial science","score_opus":0.029082202130676294,"score_gpt":0.22897708504209435,"score_spread":0.19989488291141805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212567082","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":[0.95677686,0.00025853992,0.00015850083,0.007285287,0.0014273565,0.0006285173,5.4965363e-7,0.00017426015,0.03329015],"genre_scores_gemma":[0.99361026,0.000032269207,0.00010086917,0.0025877107,0.0033815384,0.000008097548,0.0000049619866,0.000021172042,0.0002531154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808514,0.000032521428,0.0005468576,0.00024915423,0.0006594637,0.0004268632],"domain_scores_gemma":[0.99859005,0.000018007568,0.00063498964,0.00036502932,0.00036774264,0.00002415931],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010582505,0.00022290685,0.00020520716,0.00014352896,0.0022888097,0.0017655008,0.0004472369,0.000066247616,0.00015209522],"category_scores_gemma":[0.00015505883,0.00015528874,0.00021528543,0.00041856285,0.00006946324,0.0012170364,0.000084503954,0.00038497418,0.00028482173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012987078,0.0006798563,0.1118304,0.00018088083,0.00016645943,0.0004046002,0.0002770611,0.00012471108,0.010056012,0.26510212,0.08519712,0.52468204],"study_design_scores_gemma":[0.0009818611,0.00011409267,0.18470101,0.00023617741,0.00022177641,0.000059259804,0.00079476985,0.001770609,0.00026434887,0.03161297,0.77869326,0.00054988306],"about_ca_topic_score_codex":0.003275218,"about_ca_topic_score_gemma":0.015755575,"teacher_disagreement_score":0.6934961,"about_ca_system_score_codex":0.00015446119,"about_ca_system_score_gemma":0.000014951883,"threshold_uncertainty_score":0.99927074},"labels":[],"label_agreement":null},{"id":"W3213877315","doi":"10.3390/jrfm14110553","title":"Overconfidence, Financial Advice Seeking and Household Portfolio Under-Diversification","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overconfidence effect; Financial literacy; Proxy (statistics); Portfolio; Diversification (marketing strategy); Economics; Finance; Survey data collection; Actuarial science; Business; Psychology; Marketing; Social psychology","score_opus":0.011688228099201732,"score_gpt":0.2032948327328867,"score_spread":0.19160660463368498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213877315","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":[0.9889392,0.0016846928,0.005527532,0.00018590975,0.0007158614,0.00016830683,0.0000082620845,0.00004085348,0.002729379],"genre_scores_gemma":[0.9920337,0.0034570936,0.001606466,0.0013521592,0.0011707612,0.0000029130508,0.000011894682,0.000020544774,0.0003444384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820507,0.000027107712,0.0006513026,0.0003412057,0.00049234316,0.00028300428],"domain_scores_gemma":[0.9984863,0.00004652608,0.00083465857,0.00021445547,0.00038026233,0.000037810572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071194716,0.00023355197,0.0004096381,0.0005382898,0.00038827048,0.00032875768,0.00018387982,0.000098307006,0.00008281799],"category_scores_gemma":[0.00026678713,0.00022894992,0.0001610681,0.00082194904,0.00007071645,0.0012216821,0.00029731862,0.00026170092,0.000014270844],"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":[0.00032689134,0.00030197768,0.78334934,0.00043964866,0.000049438677,0.0008097647,0.00027542756,0.00036238396,0.00021042614,0.13465509,0.014759493,0.06446011],"study_design_scores_gemma":[0.0010224438,0.000026527996,0.8065341,0.00020750861,0.00054967264,0.000021658094,0.00036379887,0.0004198339,0.000019462299,0.0106361145,0.17990798,0.0002908726],"about_ca_topic_score_codex":0.00022219027,"about_ca_topic_score_gemma":0.00014699272,"teacher_disagreement_score":0.16514848,"about_ca_system_score_codex":0.00004746288,"about_ca_system_score_gemma":0.000054746517,"threshold_uncertainty_score":0.9336307},"labels":[],"label_agreement":null},{"id":"W3214890460","doi":"10.4018/978-1-7998-8705-8.ch005","title":"An Exploratory Study on Personal Finance in the Context of COVID-19","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Population; Business; Product (mathematics); Gross domestic product; Pandemic; Exploratory research; Phone; Coronavirus disease 2019 (COVID-19); Actuarial science; Finance; Geography; Economics; Economic growth; Demography; Medicine; Sociology","score_opus":0.01743812477137542,"score_gpt":0.24006770091846802,"score_spread":0.2226295761470926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214890460","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":[0.89563835,0.021509057,0.0000038506846,0.00028786488,0.00073060696,0.0012158063,0.000076844204,0.000048214206,0.0804894],"genre_scores_gemma":[0.9412702,0.035121497,0.00006459202,0.0070246174,0.0008448223,0.00016742929,0.00021208187,0.000121226374,0.015173576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737245,0.000026432344,0.0010244518,0.000943653,0.00024097683,0.00039203948],"domain_scores_gemma":[0.99785495,0.00013743475,0.0012304663,0.0006113583,0.00015148918,0.000014282246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008868103,0.000591194,0.0010391112,0.00056958693,0.00028337722,0.00028523634,0.0005747715,0.00020758003,0.00015160731],"category_scores_gemma":[0.00011671863,0.00056683726,0.00016025415,0.00018828784,0.00037818076,0.0050711376,0.00019622319,0.00044412137,0.000027853983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056212855,0.00042680666,0.22799505,0.0006837869,0.00003809779,0.00015853664,0.007302808,0.0006394293,0.0000031028105,0.75658196,0.0010630884,0.004545173],"study_design_scores_gemma":[0.00092381757,0.00012837663,0.008707305,0.00034800224,0.00008255096,0.0000028376223,0.0068310066,0.00028661592,0.0000035493217,0.010962365,0.97099787,0.0007257275],"about_ca_topic_score_codex":0.00021505838,"about_ca_topic_score_gemma":0.017839875,"teacher_disagreement_score":0.96993476,"about_ca_system_score_codex":0.00012198504,"about_ca_system_score_gemma":0.00017750266,"threshold_uncertainty_score":0.9996783},"labels":[],"label_agreement":null},{"id":"W3215253146","doi":"10.3390/jrfm14110561","title":"Financial Literacy as a Driver of Financial Inclusion in Kenya and Tanzania","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial inclusion; Financial literacy; Tanzania; Finance; Business; Financial services; Inclusion (mineral); Indirect finance; Financial analysis; Financial system; Economics; Socioeconomics; Psychology","score_opus":0.00433911249735151,"score_gpt":0.2113240309012875,"score_spread":0.206984918403936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215253146","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":[0.9955392,0.0020783884,0.00044343167,0.00014211146,0.0005309896,0.00021793527,0.000008479975,0.000011328716,0.0010281234],"genre_scores_gemma":[0.9934897,0.0027740495,0.001639389,0.0009974119,0.00088664994,0.0000049505443,0.000011215302,0.000023356568,0.00017330372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973006,0.000054945016,0.0011732527,0.00040520393,0.00069346564,0.00037248785],"domain_scores_gemma":[0.99801344,0.00007481252,0.0010441357,0.00024684568,0.0005829223,0.00003784178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001086696,0.00032113475,0.00076319295,0.0009400011,0.00035510646,0.00017778519,0.00029038303,0.00015647782,0.00011867645],"category_scores_gemma":[0.0010382202,0.0003038281,0.00023172735,0.0013324444,0.00011131644,0.0011980244,0.0017944566,0.00038508433,0.000013201662],"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":[0.0008648244,0.0006046141,0.71307856,0.0006102734,0.000017911978,0.001542518,0.0015290393,0.000063322615,0.00038383852,0.058916844,0.0024154051,0.21997282],"study_design_scores_gemma":[0.0024192585,0.00009305485,0.83704054,0.0006130433,0.00029635394,0.00001983643,0.00008804872,0.00025678083,0.000100003126,0.040360607,0.11836185,0.00035060153],"about_ca_topic_score_codex":0.00032948994,"about_ca_topic_score_gemma":0.00037737525,"teacher_disagreement_score":0.21962222,"about_ca_system_score_codex":0.000059029586,"about_ca_system_score_gemma":0.000117560565,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W3216156406","doi":"10.33423/jabe.v22i2.2802","title":"Passively Active Investing – A Five Year Test","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Portfolio; Business; Asset (computer security); Test (biology); Asset allocation; Actuarial science; Operations management; Finance; Economics; Computer science; Biology","score_opus":0.015156281865930243,"score_gpt":0.18208918766669563,"score_spread":0.1669329058007654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216156406","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":[0.99346745,0.000023996286,0.0000400197,0.0013741668,0.00011782273,0.00008715284,0.0000038005307,0.000014417008,0.0048711514],"genre_scores_gemma":[0.99405396,0.000074035364,0.0007726838,0.0030777275,0.001969424,0.0000019809634,0.000007777363,0.00002403825,0.000018385783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990807,0.0000018768048,0.00047129978,0.00018657824,0.000090261274,0.00016927734],"domain_scores_gemma":[0.99864066,0.000055326826,0.00089089485,0.00007628476,0.00030265265,0.000034202116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001571358,0.00016382078,0.00038464012,0.00016830194,0.00012515437,0.00025811774,0.0001687683,0.000058230442,0.00008057816],"category_scores_gemma":[0.00021948422,0.00014900386,0.00007472043,0.00036766625,0.000051946005,0.0009187535,0.00014075656,0.00015315131,0.000057802572],"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":[0.0029314016,0.00056237844,0.7965301,0.0014032556,0.00039107446,0.00016740433,0.0028580932,0.01074493,0.0075680027,0.10209904,0.02496303,0.049781293],"study_design_scores_gemma":[0.00510176,0.00009476893,0.8018339,0.00025370088,0.00082611054,0.000020602609,0.0031794568,0.026503665,0.0005495712,0.015867269,0.14439653,0.0013726639],"about_ca_topic_score_codex":0.000052994685,"about_ca_topic_score_gemma":0.000018748944,"teacher_disagreement_score":0.1194335,"about_ca_system_score_codex":0.000029852286,"about_ca_system_score_gemma":0.000048721515,"threshold_uncertainty_score":0.60762006},"labels":[],"label_agreement":null},{"id":"W3216583002","doi":"10.3390/jrfm14120581","title":"Mental Time Travel and Retirement Savings","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Discounting; Valuation (finance); Pension; Economics; Value (mathematics); Pension plan; Consumption (sociology); Actuarial science; Retirement planning; Present value; Finance; Computer science","score_opus":0.00543899866276942,"score_gpt":0.18959247053854597,"score_spread":0.18415347187577655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216583002","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":[0.99338037,0.0015961264,0.00047281227,0.0003210257,0.0004893336,0.00018806025,0.000007067148,0.000017628423,0.0035275992],"genre_scores_gemma":[0.99175495,0.002825901,0.0020197353,0.0012268749,0.0010889036,0.0000039780125,0.000017069013,0.000028326092,0.0010342674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825,0.000024072084,0.0006459229,0.00030044536,0.0004994136,0.00028014625],"domain_scores_gemma":[0.99890065,0.000027821994,0.00058954186,0.00017445133,0.00026964542,0.000037871218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006940292,0.0002362829,0.00044470676,0.00037109415,0.00030445703,0.00028150098,0.00015581162,0.00006557885,0.00025593635],"category_scores_gemma":[0.00014605974,0.0002147343,0.00016784841,0.0004905852,0.00007298926,0.00069503795,0.0003343409,0.00019979195,0.00004606196],"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":[0.0005964639,0.0006998805,0.67211086,0.00069122895,0.00013491085,0.001315365,0.0010493732,0.000019886178,0.001841969,0.04816676,0.03722704,0.23614626],"study_design_scores_gemma":[0.0018235731,0.00006118216,0.7148911,0.00027824662,0.0006855825,0.000028136323,0.00038738796,0.00045982597,0.00012548645,0.0057064346,0.27515537,0.0003977019],"about_ca_topic_score_codex":0.000068206675,"about_ca_topic_score_gemma":0.00003854599,"teacher_disagreement_score":0.23792833,"about_ca_system_score_codex":0.00004593303,"about_ca_system_score_gemma":0.000022322069,"threshold_uncertainty_score":0.8756611},"labels":[],"label_agreement":null},{"id":"W3217728923","doi":"10.33423/jabe.v22i13.3899","title":"Saving With Gusto","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Business; Economics; Actuarial science; Finance","score_opus":0.012087063267859164,"score_gpt":0.17031718151780503,"score_spread":0.15823011824994587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217728923","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":[0.9949218,0.00005629408,0.00015852906,0.0011564264,0.000091541166,0.00006653836,6.490064e-7,0.000012489577,0.0035357117],"genre_scores_gemma":[0.99409986,0.00008254808,0.0011550444,0.0030343686,0.0015889255,0.0000011696711,0.0000043263653,0.000022719862,0.000011062944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920154,0.0000011451913,0.0004026367,0.00015681087,0.00008841945,0.00014944645],"domain_scores_gemma":[0.99904215,0.000013831185,0.00061589066,0.00008291571,0.00021945474,0.000025732506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016803987,0.00014688775,0.00034627478,0.00014782028,0.000104534214,0.00027387834,0.00015029476,0.000041266514,0.00010558182],"category_scores_gemma":[0.000022997325,0.000117037656,0.00005144537,0.00032380462,0.000038564318,0.00084406673,0.00008730825,0.00010879634,0.000032927233],"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":[0.0038916485,0.00025929627,0.804967,0.0011841835,0.00027283444,0.00013447196,0.0008642797,0.02046608,0.0022942615,0.12296556,0.008437179,0.034263212],"study_design_scores_gemma":[0.004662432,0.00008649379,0.5844559,0.00021707076,0.0008722499,0.000039467912,0.0010496323,0.016344776,0.00016948517,0.006504693,0.38438135,0.0012164639],"about_ca_topic_score_codex":0.000031411677,"about_ca_topic_score_gemma":0.000028084782,"teacher_disagreement_score":0.37594417,"about_ca_system_score_codex":0.000019187235,"about_ca_system_score_gemma":0.000031432166,"threshold_uncertainty_score":0.47726572},"labels":[],"label_agreement":null},{"id":"W329149329","doi":"","title":"Public sector retirement plans","year":2013,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Public sector; Business; Equity (law); Quarter (Canadian coin); Public health; Employee Retirement Income Security Act; Labour economics; Economics; Political science; Finance","score_opus":0.026561269900691003,"score_gpt":0.2101775118940777,"score_spread":0.18361624199338672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W329149329","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":[0.9231827,0.00019664387,0.000024437824,0.0010426732,0.0019571588,0.00063099706,0.000018780169,0.00039797561,0.07254863],"genre_scores_gemma":[0.99080944,0.00001698585,0.00034200627,0.0030067237,0.0023524961,0.00016159638,0.00015856481,0.00008236747,0.003069821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667305,0.000038699545,0.00093409943,0.00085561955,0.0005748384,0.00092369353],"domain_scores_gemma":[0.99780875,0.00012460919,0.0006053296,0.00085529475,0.0005120651,0.000093941],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055603735,0.0005436328,0.0006451176,0.00083716906,0.0005189756,0.0009123961,0.00068540755,0.0002042853,0.039765265],"category_scores_gemma":[0.0003992542,0.00053404464,0.00037094107,0.0008217147,0.00025812635,0.002999819,0.00032950175,0.00032124802,0.018513264],"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":[0.000009528927,0.00011654999,0.8979005,0.00007026848,0.000041434963,0.000012463427,0.000042627933,0.0000027800813,0.00036596382,0.0110746045,0.0898126,0.0005506638],"study_design_scores_gemma":[0.0009227044,0.000023894592,0.75577134,0.000092973874,0.0001439621,0.0000072144376,0.00015494095,0.0015650056,0.00010292282,0.0015735035,0.23866798,0.000973552],"about_ca_topic_score_codex":0.0008837072,"about_ca_topic_score_gemma":0.001422388,"teacher_disagreement_score":0.14885539,"about_ca_system_score_codex":0.00024971145,"about_ca_system_score_gemma":0.00012427429,"threshold_uncertainty_score":0.9997111},"labels":[],"label_agreement":null},{"id":"W38559292","doi":"10.1021/acscentsci.3c01105","title":"The Persistence of Tax Refunds: Evidence from Panel Data","year":2008,"lang":"en","type":"article","venue":"ACS Central Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; College of Arts and Sciences, Cornell University; Japan Society for the Promotion of Science; Honjo International Scholarship Foundation; Arnold and Mabel Beckman Foundation; Alfred P. Sloan Foundation","keywords":"Receipt; Panel data; Demographic economics; Labour economics; Economics; Business; Accounting; Econometrics","score_opus":0.1325231001195541,"score_gpt":0.2669438352625991,"score_spread":0.13442073514304503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38559292","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":[0.9976659,0.00055219006,0.00003509959,0.00058371096,0.00036488238,0.00012859347,0.000011425751,0.000030967916,0.0006272388],"genre_scores_gemma":[0.99826765,0.00033692436,0.00040381606,0.00035282734,0.00033697797,0.0000021319615,0.000021054992,0.0000067212222,0.00027189928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975343,0.000013432542,0.00033623757,0.0005760614,0.0010021337,0.00053784414],"domain_scores_gemma":[0.9980013,0.00015760477,0.0003188201,0.0011775419,0.00031631015,0.000028419565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009110302,0.00013790253,0.00016919035,0.00009233586,0.0010615422,0.00024652077,0.0028947326,0.000029132456,0.000088152],"category_scores_gemma":[0.0018262649,0.000095046395,0.000057085832,0.0016996961,0.0011141287,0.003967551,0.0010893076,0.00009999258,0.00010114635],"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":[0.00003146796,0.00004042008,0.9778961,0.000016434824,0.000005470309,0.00001364167,0.00023701062,0.000034386652,0.013002478,0.0013925874,0.005081219,0.0022488087],"study_design_scores_gemma":[0.00010687445,0.000007670248,0.96666765,0.00012450611,0.00005650322,0.0000015015925,0.00018438243,0.010186605,0.0010074395,0.00031093214,0.021146487,0.0001994324],"about_ca_topic_score_codex":0.0044134245,"about_ca_topic_score_gemma":0.0005416459,"teacher_disagreement_score":0.016065268,"about_ca_system_score_codex":0.00004734828,"about_ca_system_score_gemma":0.0001349542,"threshold_uncertainty_score":0.8164632},"labels":[],"label_agreement":null},{"id":"W4200176725","doi":"10.33423/jabe.v23i5.4569","title":"Life Satisfaction and Stock Market Participation","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Endogeneity; Stock market; Life satisfaction; Stock (firearms); British Household Panel Survey; Economics; Panel Study of Income Dynamics; Financial crisis; Robustness (evolution); Demographic economics; Survey data collection; Monetary economics; Financial economics; Econometrics; Psychology; Macroeconomics; Social psychology","score_opus":0.013742704646374958,"score_gpt":0.20598190392327936,"score_spread":0.19223919927690442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200176725","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":[0.99718875,0.0001328518,0.00008574868,0.00050006044,0.00022112585,0.000050394596,9.529138e-7,0.000006458841,0.0018136385],"genre_scores_gemma":[0.99730015,0.0004537373,0.00041084376,0.0009964464,0.00077797315,0.0000021804633,0.0000067554065,0.000012647003,0.000039240735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992507,0.000003383309,0.0004174562,0.000139804,0.000070957954,0.00011768761],"domain_scores_gemma":[0.9990818,0.000024864352,0.00050594937,0.00008399761,0.00027586718,0.000027545704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002646928,0.00010892047,0.0002670264,0.00015255592,0.00011734695,0.00029545452,0.00003587154,0.00005081731,0.00021905216],"category_scores_gemma":[0.00010134227,0.00010406028,0.000039330243,0.00019909508,0.000027140657,0.0008313717,0.00006822791,0.000074404656,0.000007644148],"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":[0.0003425374,0.000069257454,0.9502613,0.00023991073,0.00005925244,0.000011188902,0.00006676934,0.0009072022,0.0004883158,0.01350214,0.003696544,0.030355562],"study_design_scores_gemma":[0.0005895524,0.000004206909,0.9751302,0.000023457227,0.00015684708,0.000006294499,0.000093655035,0.005216716,0.000026647966,0.0027981973,0.01581357,0.00014065417],"about_ca_topic_score_codex":0.000049523936,"about_ca_topic_score_gemma":0.00012828501,"teacher_disagreement_score":0.030214908,"about_ca_system_score_codex":0.000021310361,"about_ca_system_score_gemma":0.000050826773,"threshold_uncertainty_score":0.4243455},"labels":[],"label_agreement":null},{"id":"W4205100386","doi":"10.11118/lifele20211103243","title":"Comparison of Financial Literacy Concept in Projected Curricula of Selected Countries","year":2021,"lang":"en","type":"article","venue":"Lifelong Learning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Curriculum; Czech; Scope (computer science); Political science; Literacy; Politics; Pedagogy; Mathematics education; Sociology; Public relations; Finance; Psychology; Business; Computer science","score_opus":0.012007550916403263,"score_gpt":0.28038185322165216,"score_spread":0.2683743023052489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205100386","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":[0.9982888,0.00062003173,0.000086067244,0.00006604257,0.0001616621,0.00016925845,0.0000024579788,0.00006567547,0.0005399737],"genre_scores_gemma":[0.9984732,0.000011006739,0.00050856906,0.00014019018,0.00033874004,0.000009010443,0.00022619154,0.000022860047,0.0002702115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979674,0.00007453228,0.0008617006,0.00034590208,0.0004398322,0.0003106372],"domain_scores_gemma":[0.9975771,0.00012855354,0.00073850283,0.00020408326,0.0013409865,0.000010803995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029280895,0.00020389313,0.0006668342,0.00041823814,0.00011938995,0.000100947975,0.00017924703,0.000109922126,0.00035923632],"category_scores_gemma":[0.0021149325,0.0002123554,0.0001174325,0.002985623,0.000090994894,0.0007140411,0.00015097998,0.00032936878,0.000026181538],"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":[0.000051526855,0.00015850908,0.99168235,0.00026171308,0.000008877897,0.000019664065,0.0012257032,0.001257603,0.001851238,0.0018047399,0.00053581403,0.0011422586],"study_design_scores_gemma":[0.00081918156,0.000027670374,0.9568206,0.00061150535,0.00008769939,9.914428e-7,0.0003000615,0.020810219,0.0043016975,0.00007469435,0.015855994,0.0002896831],"about_ca_topic_score_codex":0.0005893109,"about_ca_topic_score_gemma":0.00019921755,"teacher_disagreement_score":0.03486175,"about_ca_system_score_codex":0.00003522426,"about_ca_system_score_gemma":0.00014017284,"threshold_uncertainty_score":0.8659602},"labels":[],"label_agreement":null},{"id":"W4205172030","doi":"10.3390/jrfm15010006","title":"Subjective Return Expectations, Perceptions, and Portfolio Choice","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Portfolio; Economics; Econometrics; Margin (machine learning); Capital asset pricing model; Perception; Stock (firearms); Sample (material); Actuarial science; Asset (computer security); Modern portfolio theory; Financial economics; Population; Psychology; Computer science; Geography","score_opus":0.0064342462358728935,"score_gpt":0.21747984842458812,"score_spread":0.21104560218871524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205172030","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":[0.99398154,0.0022768206,0.0010073824,0.00014106353,0.00038289416,0.00012725062,0.000004286006,0.000018150518,0.0020605973],"genre_scores_gemma":[0.9934777,0.0027486307,0.001654935,0.00052654155,0.0011798377,0.0000053334306,0.000013045927,0.000017542317,0.00037643386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986016,0.000029316076,0.00053938694,0.0002623395,0.00035583836,0.00021149554],"domain_scores_gemma":[0.9987253,0.000054134875,0.0005577404,0.00016243407,0.0004708434,0.000029570294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040418078,0.00018686883,0.00034057398,0.00048806824,0.00035201324,0.00026603063,0.00011481756,0.0000629039,0.00016738973],"category_scores_gemma":[0.00038439716,0.00017294509,0.0001442902,0.00068599667,0.00006062446,0.00092479313,0.00018827386,0.00021733664,0.000019842364],"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":[0.00006864902,0.00012028589,0.95125496,0.00010149028,0.000025935615,0.0002052213,0.00035418273,0.000008964946,0.00004996462,0.0104538705,0.0045462414,0.03281024],"study_design_scores_gemma":[0.00071600144,0.000021732418,0.88569593,0.000100327656,0.0004124973,0.000018182784,0.0015538668,0.00012441863,0.000010678022,0.0045962255,0.10655349,0.00019664419],"about_ca_topic_score_codex":0.00013739294,"about_ca_topic_score_gemma":0.00025162546,"teacher_disagreement_score":0.10200725,"about_ca_system_score_codex":0.000037640013,"about_ca_system_score_gemma":0.000027611339,"threshold_uncertainty_score":0.7052496},"labels":[],"label_agreement":null},{"id":"W4205533556","doi":"10.3390/jrfm15020042","title":"Children and Life-Cycle Consumption","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Economics; Demographic economics; Consumer spending; Demography; Life-cycle hypothesis; Psychology; Macroeconomics; Sociology; Social science","score_opus":0.005903566107531046,"score_gpt":0.19460374987881368,"score_spread":0.18870018377128264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205533556","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":[0.99742055,0.0012689227,0.00034942734,0.00009129099,0.00037431042,0.00017263617,0.000008155946,0.000016348376,0.00029834145],"genre_scores_gemma":[0.99667144,0.0012005041,0.00035629366,0.00080323155,0.0008620781,0.0000061508435,0.000010829456,0.00001431815,0.00007518128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987218,0.000027455748,0.0004522027,0.00020075814,0.00040579285,0.00019198636],"domain_scores_gemma":[0.99914056,0.00002302676,0.00060375687,0.00012250348,0.00008330718,0.00002682383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782179,0.00015117857,0.0002802388,0.0005078128,0.00055504,0.00014950031,0.00016889222,0.00002761553,0.00021947386],"category_scores_gemma":[0.00009435545,0.0001431429,0.000104494946,0.00035536557,0.000051749095,0.00053141697,0.00044488537,0.00023761051,0.000015497637],"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":[0.00017543529,0.00010528919,0.9368104,0.00005572936,0.00002069733,0.00004055906,0.00009802812,0.0002000809,0.000004640357,0.011072605,0.0043344367,0.047082134],"study_design_scores_gemma":[0.0009876593,0.000042005486,0.9226234,0.000023259432,0.0003231354,0.000010345156,0.00008466923,0.00032953618,7.3135254e-7,0.0041399375,0.07126906,0.0001662618],"about_ca_topic_score_codex":0.00016281055,"about_ca_topic_score_gemma":0.000027042466,"teacher_disagreement_score":0.06693462,"about_ca_system_score_codex":0.000030402152,"about_ca_system_score_gemma":0.000011804681,"threshold_uncertainty_score":0.5837198},"labels":[],"label_agreement":null},{"id":"W4205991693","doi":"10.2139/ssrn.3980471","title":"Is One Plus One Always Two? Insuring Longevity Risk While Having Multiple Savings Accounts","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Hebrew University of Jerusalem; York University; University of Pennsylvania","keywords":"Longevity; Longevity risk; Economics; Actuarial science; Medicine; Gerontology","score_opus":0.021647131755334628,"score_gpt":0.22748933413553749,"score_spread":0.20584220238020284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205991693","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":[0.99362016,0.0025144857,0.0012303328,0.00046090715,0.00036919594,0.0001922238,0.000008206029,0.00011895316,0.001485539],"genre_scores_gemma":[0.99298996,0.0019128007,0.00032598697,0.00093932694,0.002576859,0.000009246239,0.000053427313,0.00008750485,0.0011048926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947338,0.00007106345,0.00080647436,0.0006874983,0.0010131251,0.002688018],"domain_scores_gemma":[0.9975788,0.00009218454,0.0009279784,0.00054549385,0.00080509944,0.000050444592],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026872456,0.00042462756,0.0006385961,0.00045776909,0.0011517378,0.0009041834,0.00058125606,0.00014233295,0.0010244654],"category_scores_gemma":[0.0007235939,0.0004628583,0.00042756504,0.0012317543,0.000060018752,0.0025305457,0.00047835687,0.0022680035,0.0005270955],"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":[0.0001105998,0.00034004395,0.9776937,0.00007939399,0.00026900726,0.000037832877,0.00019383944,0.00023141867,0.0024378446,0.0056677023,0.00032964046,0.012608974],"study_design_scores_gemma":[0.010590138,0.00013463889,0.8202125,0.0012158614,0.0029489722,0.0001886377,0.0022781903,0.028004494,0.0027908871,0.09841293,0.030095423,0.003127347],"about_ca_topic_score_codex":0.0036130927,"about_ca_topic_score_gemma":0.016313845,"teacher_disagreement_score":0.15748122,"about_ca_system_score_codex":0.0012585944,"about_ca_system_score_gemma":0.00090384914,"threshold_uncertainty_score":0.9998887},"labels":[],"label_agreement":null},{"id":"W4206324927","doi":"10.1080/23311886.2021.1996919","title":"Financial knowledge, financial confidence and learning capacity on financial behavior: a Canadian study","year":2022,"lang":"en","type":"article","venue":"Cogent Social Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Financial literacy; Finance; Financial ratio; Financial modeling; Financial analysis; Structural equation modeling; Sample (material); Business; Computer science","score_opus":0.046870094616058594,"score_gpt":0.2761605531005393,"score_spread":0.22929045848448068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206324927","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":[0.99294573,0.000086083004,0.0000036433592,0.00026289144,0.0010473356,0.00067196664,0.000019000538,0.00007806464,0.0048852693],"genre_scores_gemma":[0.9964156,0.000003484966,0.000017842058,0.0015524048,0.001359406,0.00019046875,0.00001877392,0.000017334552,0.00042468857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690485,0.00015248069,0.00043251814,0.0008091113,0.00093626,0.0007648037],"domain_scores_gemma":[0.9992078,0.000071986695,0.00030720257,0.00014922053,0.00021266258,0.00005116063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019975486,0.0003180672,0.0004047856,0.00064803933,0.008643225,0.00043264648,0.00063617504,0.00009019743,0.00083469163],"category_scores_gemma":[0.0011277865,0.00033741517,0.00015403095,0.0021822026,0.00045705482,0.00061935117,0.00047933272,0.0005859909,0.00011657494],"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":[0.000053210144,0.00053036737,0.9358656,0.00002151661,0.000004396817,0.00006904479,0.0027070586,0.00007587232,0.00008014941,0.047873504,0.007561334,0.0051579676],"study_design_scores_gemma":[0.0006172515,0.00027929267,0.8777627,0.000018508323,0.0001404794,0.0000018801178,0.0013646391,0.0004714931,0.000009363381,0.0019309085,0.11678635,0.00061713596],"about_ca_topic_score_codex":0.08791422,"about_ca_topic_score_gemma":0.18602973,"teacher_disagreement_score":0.10922502,"about_ca_system_score_codex":0.00027707248,"about_ca_system_score_gemma":0.0006802606,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W4206493527","doi":"10.21203/rs.3.rs-1229969/v1","title":"Testing the Effectiveness of a Future Selves Intervention for Increasing Retirement Saving: Evidence from a Field Experiment in Mexico","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Status quo; Intervention (counseling); Test (biology); Control (management); Sample (material); Psychology; Obstacle; Plan (archaeology); Field (mathematics); Social psychology; Applied psychology; Economics; Political science; Management","score_opus":0.09573706716910567,"score_gpt":0.38839808484116867,"score_spread":0.292661017672063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206493527","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":[0.99241257,0.003143123,0.00013172318,0.00041363324,0.0004481954,0.003127924,0.000025065163,0.00005008962,0.00024769158],"genre_scores_gemma":[0.9961635,0.00005463581,0.0006606565,0.00005279535,0.0009858065,0.001751829,0.00026157865,0.000049952872,0.000019284422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949632,0.0012592662,0.0008164727,0.0008953435,0.001517322,0.0005483664],"domain_scores_gemma":[0.9915541,0.005958386,0.00055769645,0.00088143954,0.001028703,0.000019713327],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013424668,0.00033874623,0.0006063029,0.0008192172,0.0004853363,0.00043641182,0.0010341825,0.00018706087,0.00047392686],"category_scores_gemma":[0.009537646,0.0002833845,0.00041440676,0.0014230192,0.00008606911,0.0004758216,0.0034880212,0.0010606921,0.000005508403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002042379,0.00037754976,0.9745713,0.007251901,0.000068687936,0.000017712868,0.0007994573,0.0009262213,0.009122377,0.0010464586,0.0004223444,0.0033536449],"study_design_scores_gemma":[0.00096733205,0.00022142156,0.94507277,0.022724675,0.00014981594,3.045739e-7,0.0038322161,0.01492573,0.0034224442,0.006474668,0.0017121339,0.00049648323],"about_ca_topic_score_codex":0.032693688,"about_ca_topic_score_gemma":0.0011588356,"teacher_disagreement_score":0.031534854,"about_ca_system_score_codex":0.0005498806,"about_ca_system_score_gemma":0.0001398066,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W4206622294","doi":"10.46692/9781847421463.003","title":"Towards a citizen’s inheritance: reforming inheritance tax","year":2006,"lang":"en","type":"other","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inheritance tax; Inheritance (genetic algorithm); Political science; Business; Genetics; Biology; Law; Tax reform; State income tax; Gene","score_opus":0.012271303182549554,"score_gpt":0.22434128474994286,"score_spread":0.21206998156739332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206622294","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017314113,0.0014479774,0.00014531592,0.00017545893,0.00086425536,0.0005087996,0.000027387197,0.00096044084,0.99413896],"genre_scores_gemma":[0.008899339,0.00011013898,0.0024276865,0.0022539082,0.0064619607,0.00008961911,0.00043413162,0.00089785364,0.9784254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996926,0.000012520937,0.00069883344,0.00087538233,0.0007937059,0.00069354265],"domain_scores_gemma":[0.99812615,0.000010522761,0.00082475634,0.00079811004,0.00021832791,0.000022106913],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028460505,0.00073661434,0.0008832344,0.00091116683,0.00017589994,0.00039485533,0.00065774773,0.00047458356,0.010395818],"category_scores_gemma":[0.00009334614,0.0006646629,0.00035327315,0.0012497222,0.000106219515,0.00066460244,0.0003373793,0.00032704405,0.0019791115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014135603,0.000056542693,0.016110806,0.00041481404,0.000029021736,0.000050439427,0.000008778455,0.0000014940562,0.000044485692,0.008220467,0.97226584,0.002783169],"study_design_scores_gemma":[0.00041799896,0.0000060036396,0.0035839945,0.000616816,0.0001592263,0.0000012850085,0.000034439767,0.00021363457,0.000012114107,0.0012176054,0.9928312,0.0009056937],"about_ca_topic_score_codex":0.018690027,"about_ca_topic_score_gemma":0.019951347,"teacher_disagreement_score":0.020565342,"about_ca_system_score_codex":0.00015402785,"about_ca_system_score_gemma":0.000058491252,"threshold_uncertainty_score":0.99958044},"labels":[],"label_agreement":null},{"id":"W4206678419","doi":"10.3386/w29634","title":"Cognitive Decline, Limited Awareness, Imperfect Agency, and Financial Well-being","year":2022,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Carleton University","funders":"National Institute on Aging","keywords":"Imperfect; Agency (philosophy); Finance; Business; Cognition; Financial system; Economics; Psychology; Sociology; Neuroscience; Social science","score_opus":0.15380526755320795,"score_gpt":0.4331396267456962,"score_spread":0.2793343591924883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206678419","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":[0.5293711,0.0010643501,0.0000023739274,0.00031182996,0.001049381,0.0009978672,0.00010497668,0.000054962227,0.46704316],"genre_scores_gemma":[0.9864579,0.0013405262,0.000037791047,0.00023740313,0.003879965,0.00017858794,0.0036580414,0.00008567107,0.0041241245],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482006,0.00010655758,0.0010920591,0.00096088246,0.0024461786,0.0005742627],"domain_scores_gemma":[0.994215,0.0010185068,0.00080319744,0.00029670735,0.0036333988,0.000033192577],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0067260102,0.00039793213,0.00082802144,0.0025805114,0.00071867666,0.00031711272,0.00059525017,0.00034376557,0.004942628],"category_scores_gemma":[0.0052619856,0.00043690728,0.00033220192,0.0009734043,0.00028418805,0.00076739426,0.0014309062,0.00094624405,0.00030145337],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006236536,0.00038125788,0.7096741,0.0019262052,0.00029157702,0.00009847733,0.00015282308,0.00027241427,0.00016002943,0.15871225,0.121917345,0.0057898555],"study_design_scores_gemma":[0.002506015,0.00016399384,0.31178603,0.00089201075,0.00055210793,0.000020261281,0.00016198424,0.007767369,0.00012723214,0.33126107,0.3430002,0.0017617217],"about_ca_topic_score_codex":0.011365726,"about_ca_topic_score_gemma":0.0014894124,"teacher_disagreement_score":0.46291903,"about_ca_system_score_codex":0.0008301033,"about_ca_system_score_gemma":0.002843841,"threshold_uncertainty_score":0.99980825},"labels":[],"label_agreement":null},{"id":"W4206709816","doi":"10.2139/ssrn.4013105","title":"Demographics and Household Savings: Evidence from the Shidu families of China","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Demographics; China; Business; Demographic economics; Demography; Economics; Geography; Sociology","score_opus":0.012783018167148823,"score_gpt":0.2030677623461894,"score_spread":0.19028474417904057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206709816","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":[0.9894575,0.009095645,0.00010603792,0.0009511346,0.00014921265,0.00010769968,0.0000045721386,0.000026497963,0.000101734644],"genre_scores_gemma":[0.9947899,0.0040102312,0.000032200445,0.00051189767,0.00051270047,0.000006395217,0.000008388227,0.000022876779,0.00010543725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979722,0.000055370874,0.00036465988,0.00022208504,0.000561596,0.00082412636],"domain_scores_gemma":[0.99908745,0.00012467895,0.00045593365,0.00023656717,0.00008558369,0.000009783393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021383024,0.00016083513,0.00022642042,0.00023104323,0.00086062355,0.00017039134,0.0005407739,0.000030085857,0.00010315001],"category_scores_gemma":[0.00022429305,0.00012153061,0.00015881253,0.00084110105,0.00009395837,0.0007493962,0.00035269032,0.0011687061,0.000003233237],"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":[0.00006609237,0.000036568348,0.96813,0.000011985175,0.000059293394,0.0000028926652,0.00021442553,0.00011974512,0.00043762423,0.02771549,0.00048195804,0.0027239427],"study_design_scores_gemma":[0.00057347474,0.000103115075,0.8451606,0.00012332715,0.0005066984,0.00003051764,0.0038094623,0.0014495433,0.000019294452,0.13869336,0.009175123,0.00035549162],"about_ca_topic_score_codex":0.0031494405,"about_ca_topic_score_gemma":0.0022236921,"teacher_disagreement_score":0.1229694,"about_ca_system_score_codex":0.00012584872,"about_ca_system_score_gemma":0.00021930096,"threshold_uncertainty_score":0.66193074},"labels":[],"label_agreement":null},{"id":"W4206941314","doi":"10.1017/s0143814x21000234","title":"Party cues or policy information? The differential influence of financial and economic literacy on economic policy preferences","year":2022,"lang":"en","type":"article","venue":"Journal of Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Washington","keywords":"Financial literacy; Welfare; Politics; Public economics; Economic welfare; Economics; Business; Finance; Political science; Market economy","score_opus":0.01597631273281377,"score_gpt":0.2636654529136397,"score_spread":0.2476891401808259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206941314","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":[0.9900094,0.000035567442,0.000004408854,0.008180446,0.00021726917,0.00016545987,0.000059841248,0.000015432133,0.0013121573],"genre_scores_gemma":[0.99246526,0.000097257995,0.000020298483,0.0032920362,0.0039340006,0.000014890313,0.00001985198,0.000013910889,0.00014250784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978483,0.00007924565,0.0011361673,0.00016211953,0.0003861416,0.0003880481],"domain_scores_gemma":[0.9973475,0.00013679276,0.0019123247,0.0002928719,0.0002599914,0.000050554136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007998692,0.0002407159,0.00045744565,0.0022697856,0.0004796415,0.0006784987,0.0007672817,0.0000543513,0.0005175271],"category_scores_gemma":[0.001239108,0.00016493557,0.0002082186,0.00076955545,0.0001518796,0.0044912635,0.0005215312,0.00031856762,0.000043909633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007529234,0.00029727814,0.31191573,0.00022071246,0.00014519217,0.000006761202,0.0025969576,0.004475157,0.000108265194,0.6155799,0.017220138,0.046680987],"study_design_scores_gemma":[0.0013275841,0.0002237454,0.7627706,0.00005504578,0.00008662838,0.000027198867,0.00017097604,0.0016623618,0.000028350994,0.016817173,0.21650869,0.0003216264],"about_ca_topic_score_codex":0.01020787,"about_ca_topic_score_gemma":0.00037718262,"teacher_disagreement_score":0.59876275,"about_ca_system_score_codex":0.00041283015,"about_ca_system_score_gemma":0.0018443068,"threshold_uncertainty_score":0.99638325},"labels":[],"label_agreement":null},{"id":"W4213018227","doi":"10.55365/1923.x2021.19.08","title":"Driving Forces of Individual Investors in Stock Market Participation","year":2021,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Socioeconomic status; Stock market; Hofstede's cultural dimensions theory; Stock (firearms); Investment (military); Dimension (graph theory); Economics; Association (psychology); Financial market; Order (exchange); Investment decisions; Social psychology; Psychology; Demographic economics; Finance; Behavioral economics; Sociology; Political science; Demography; Politics","score_opus":0.02204817490339119,"score_gpt":0.24175905675343107,"score_spread":0.21971088185003987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213018227","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":[0.98030734,0.018204931,0.0000027455567,0.000127293,0.0000500323,0.000109107285,0.0000034876985,0.0000022177694,0.0011928726],"genre_scores_gemma":[0.9201792,0.07867004,0.00032852314,0.0006323162,0.000056459794,0.000010829597,0.000026575843,0.000007491049,0.00008856979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917096,0.000010319849,0.0005069066,0.00016572166,0.000044915774,0.00010118677],"domain_scores_gemma":[0.9992786,0.000029652927,0.0004613068,0.0001457872,0.00008136265,0.0000033021838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047264906,0.000082586026,0.00036455048,0.00008698223,0.00003012103,0.00003164401,0.00008756191,0.000026689724,0.0000763739],"category_scores_gemma":[0.00018268754,0.00008613103,0.00006673743,0.0002564188,0.00003928624,0.00040368,0.00010215288,0.000037070244,0.0000026163614],"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":[0.0000059428303,0.000058624344,0.919836,0.004583483,0.000011041614,0.0000016484997,0.000045774963,0.00007449161,0.00001474237,0.05237172,0.0009754535,0.022021065],"study_design_scores_gemma":[0.00024870102,0.000009147352,0.8798413,0.0040422343,0.000104771665,3.6678014e-7,0.0000134532365,0.0076824706,0.00007379413,0.0020212054,0.10578118,0.00018134074],"about_ca_topic_score_codex":0.000056177527,"about_ca_topic_score_gemma":0.0002854955,"teacher_disagreement_score":0.10480573,"about_ca_system_score_codex":0.000010072968,"about_ca_system_score_gemma":0.000029564115,"threshold_uncertainty_score":0.35123217},"labels":[],"label_agreement":null},{"id":"W4213170993","doi":"10.53967/cje-rce.v44i2.4249","title":"Financial Literacy Education in Ontario: An Exploratory Study of Elementary Teachers’ Perceptions, Attitudes, and Practices","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Curriculum; Exploratory research; Literacy; Psychology; Pedagogy; Medical education; Mathematics education; Finance; Business; Sociology; Medicine","score_opus":0.036685224114064656,"score_gpt":0.298984534250228,"score_spread":0.2622993101361633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213170993","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":[0.99694145,0.0004164086,0.0000032377895,0.0005407774,0.0016435771,0.00024646288,0.0000027277306,0.0000036590322,0.00020170768],"genre_scores_gemma":[0.9969211,0.000016726848,0.0006080265,0.00084974867,0.0008733234,0.000027615242,0.00018958809,0.000020048037,0.0004938126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984219,0.00011886558,0.0007376738,0.0002914597,0.00011872591,0.00031136768],"domain_scores_gemma":[0.9967997,0.00003732176,0.0012126296,0.00030742926,0.0014714784,0.00017140408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010346957,0.00016852446,0.00027944247,0.0012453506,0.00019339466,0.00024247234,0.00021660236,0.00007682626,0.0005724878],"category_scores_gemma":[0.001106608,0.00020692941,0.000055694196,0.0007516581,0.000037046877,0.0028539088,0.00001771198,0.00030165023,0.000004877165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011137052,0.00069692754,0.9379115,0.000079079015,0.000010737241,0.000012168669,0.053317264,0.000022679169,0.00015563585,0.00075590075,0.0020262331,0.005000747],"study_design_scores_gemma":[0.00027628848,0.00005971141,0.90130424,0.00024169797,0.00013450271,0.000033923232,0.08124666,0.000024607458,0.000005270212,0.00068663084,0.01581058,0.00017588955],"about_ca_topic_score_codex":0.6617179,"about_ca_topic_score_gemma":0.9979246,"teacher_disagreement_score":0.33620673,"about_ca_system_score_codex":0.002227523,"about_ca_system_score_gemma":0.017815018,"threshold_uncertainty_score":0.98775303},"labels":[],"label_agreement":null},{"id":"W4213317209","doi":"10.3386/w27251","title":"Cost Saving and the Freezing of Corporate Pension Plans","year":2020,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Rotman School of Management, University of Toronto; University of Toronto","keywords":"Pension; Business; Actuarial science; Finance","score_opus":0.3784143884581241,"score_gpt":0.436227242030746,"score_spread":0.05781285357262189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213317209","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24973388,0.0017712289,0.000010732288,0.004103785,0.0012211726,0.0029836134,0.00022592058,0.00005881696,0.7398909],"genre_scores_gemma":[0.9956528,0.00059932243,0.00006571303,0.0000895274,0.0016833213,0.000033324486,0.00072675,0.000038713606,0.0011105257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966961,0.000074462354,0.00092448056,0.00046047018,0.0015808454,0.00026363003],"domain_scores_gemma":[0.99484146,0.0008520186,0.0014166973,0.00027197474,0.0025998699,0.000017957309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064699114,0.00021293048,0.00070145796,0.00085608516,0.00023260887,0.00017508898,0.00047875728,0.00018339681,0.00033356244],"category_scores_gemma":[0.002867161,0.00017006868,0.00020114056,0.00046057813,0.00050271116,0.0004234116,0.000592537,0.0005247733,0.00010307915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007346826,0.00008102708,0.205264,0.0018757187,0.00025939607,0.000013623074,0.00013189981,0.00056256476,0.00076363276,0.6778353,0.11090027,0.0015779027],"study_design_scores_gemma":[0.0066333655,0.00009954628,0.1258568,0.0026553958,0.0007716655,0.000022235494,0.00052501046,0.06596664,0.00049219147,0.62642896,0.16903536,0.0015128566],"about_ca_topic_score_codex":0.00668906,"about_ca_topic_score_gemma":0.0014411769,"teacher_disagreement_score":0.7459189,"about_ca_system_score_codex":0.000264154,"about_ca_system_score_gemma":0.0007441021,"threshold_uncertainty_score":0.9999255},"labels":[],"label_agreement":null},{"id":"W4214716873","doi":"10.1016/j.insmatheco.2022.02.007","title":"Optimal long-term contracts with disability insurance under limited commitment","year":2022,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Disability insurance; Salary; Shock (circulatory); Commit; Term (time); Actuarial science; Business; Disability benefits; Labour economics; Economics; Social security; Medicine; Computer science","score_opus":0.018558214186635627,"score_gpt":0.21429304022384818,"score_spread":0.19573482603721254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214716873","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":[0.99806815,0.00011348376,0.0000811646,0.0002924893,0.00015272276,0.00041483738,0.00004371228,0.00005993583,0.00077347877],"genre_scores_gemma":[0.9977036,0.000050109084,0.0010505138,0.00078261556,0.00015681743,0.000081882696,0.00006866424,0.000038432387,0.000067375506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863666,0.000010568133,0.00049492344,0.00038228082,0.00016787788,0.0003077017],"domain_scores_gemma":[0.9989503,0.00008709398,0.00043859117,0.00042148872,0.00007774377,0.000024754787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040119988,0.00025986778,0.0004401841,0.00008690018,0.00048775444,0.0002897908,0.00025395595,0.000039469294,0.00021705891],"category_scores_gemma":[0.00002638012,0.00024042751,0.00008757629,0.0002288323,0.000151129,0.0006222002,0.00026935033,0.00017685852,0.000031955304],"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":[0.00008992555,0.00041358272,0.98057604,0.0001735729,0.000037487665,0.000006784702,0.0001285021,0.0066406108,0.000016094084,0.011108263,0.000055044682,0.0007540865],"study_design_scores_gemma":[0.0010293709,0.000038819795,0.9773691,0.00004693466,0.00006329702,0.00000943074,0.00021507932,0.017397286,0.000013406205,0.0020028485,0.0014085382,0.00040584535],"about_ca_topic_score_codex":0.00010342507,"about_ca_topic_score_gemma":0.00024065988,"teacher_disagreement_score":0.010756676,"about_ca_system_score_codex":0.000113089554,"about_ca_system_score_gemma":0.000017718423,"threshold_uncertainty_score":0.98043495},"labels":[],"label_agreement":null},{"id":"W4214849714","doi":"10.31219/osf.io/p7umf","title":"A Regression Analysis of the probability of a recession and student loan debt utilizing data between 1993-2019","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Recession; Debt; Loan; Economics; Student loan; Monetary economics; Econometrics; Finance; Macroeconomics; Geography","score_opus":0.08471878090957478,"score_gpt":0.3210962062930058,"score_spread":0.23637742538343098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214849714","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":[0.99668384,0.00032449857,0.00011027434,0.00064883236,0.0001684012,0.0008176168,0.00011587083,0.000053216652,0.0010774799],"genre_scores_gemma":[0.99734586,0.00007464432,0.0008119314,0.00014166508,0.0002458261,0.000009954498,0.001258186,0.000026104179,0.00008583502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996106,0.00011046098,0.0013069221,0.0011972532,0.0010357685,0.00024355514],"domain_scores_gemma":[0.99489945,0.00013843052,0.0020096055,0.002497635,0.0004302208,0.00002467778],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0014834467,0.000420271,0.0014181962,0.00060105225,0.00016529331,0.00017496943,0.0018953574,0.00023551217,0.00019509578],"category_scores_gemma":[0.0006437459,0.00026238803,0.00043711404,0.0024809467,0.00016883803,0.00054162554,0.01261424,0.00042653913,0.0000044929648],"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":[0.0000440412,0.0001036998,0.9947053,0.0010223752,0.0004687272,8.439969e-7,0.00014264604,0.00006842467,0.0003365059,0.00048532704,0.00084151234,0.0017805687],"study_design_scores_gemma":[0.00023197941,0.000007737928,0.97037196,0.0009060622,0.0075479597,3.8378467e-8,0.00014468156,0.017101923,0.00016885341,0.0023173492,0.00089939864,0.0003020375],"about_ca_topic_score_codex":0.0052663325,"about_ca_topic_score_gemma":0.0012804137,"teacher_disagreement_score":0.024333348,"about_ca_system_score_codex":0.00004453225,"about_ca_system_score_gemma":0.000073020936,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W4214856949","doi":"10.31235/osf.io/exnjd","title":"A Regression Analysis of the probability of a recession and student loan debt utilizing data between 1993-2019","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Recession; Debt; Loan; Economics; Student loan; Monetary economics; Econometrics; Finance; Macroeconomics; Geography","score_opus":0.08471878090957478,"score_gpt":0.3210962062930058,"score_spread":0.23637742538343098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214856949","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":[0.99668384,0.00032449857,0.00011027434,0.00064883236,0.0001684012,0.0008176168,0.00011587083,0.000053216652,0.0010774799],"genre_scores_gemma":[0.99734586,0.00007464432,0.0008119314,0.00014166508,0.0002458261,0.000009954498,0.001258186,0.000026104179,0.00008583502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996106,0.00011046098,0.0013069221,0.0011972532,0.0010357685,0.00024355514],"domain_scores_gemma":[0.99489945,0.00013843052,0.0020096055,0.002497635,0.0004302208,0.00002467778],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0014834467,0.000420271,0.0014181962,0.00060105225,0.00016529331,0.00017496943,0.0018953574,0.00023551217,0.00019509578],"category_scores_gemma":[0.0006437459,0.00026238803,0.00043711404,0.0024809467,0.00016883803,0.00054162554,0.01261424,0.00042653913,0.0000044929648],"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":[0.0000440412,0.0001036998,0.9947053,0.0010223752,0.0004687272,8.439969e-7,0.00014264604,0.00006842467,0.0003365059,0.00048532704,0.00084151234,0.0017805687],"study_design_scores_gemma":[0.00023197941,0.000007737928,0.97037196,0.0009060622,0.0075479597,3.8378467e-8,0.00014468156,0.017101923,0.00016885341,0.0023173492,0.00089939864,0.0003020375],"about_ca_topic_score_codex":0.0052663325,"about_ca_topic_score_gemma":0.0012804137,"teacher_disagreement_score":0.024333348,"about_ca_system_score_codex":0.00004453225,"about_ca_system_score_gemma":0.000073020936,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W4220733970","doi":"10.2139/ssrn.4016513","title":"Technological Change and the Finance Wage Premium","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Economics; Wage; Business; Labour economics","score_opus":0.01210043430479261,"score_gpt":0.19910843908490838,"score_spread":0.18700800478011578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220733970","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":[0.9851757,0.0065779206,0.0001462513,0.0060147345,0.00021701919,0.0003579461,0.0000013700173,0.00008517394,0.0014238256],"genre_scores_gemma":[0.9956937,0.0012570734,0.000016847367,0.0012367634,0.0006982915,0.00006662518,0.000006041564,0.000017357814,0.0010073372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979279,0.000046582245,0.00025350516,0.00022917977,0.00037508708,0.0011677498],"domain_scores_gemma":[0.9994151,0.000036962534,0.0002800118,0.0001959948,0.00006619132,0.0000057281645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028847586,0.00015311918,0.00021462888,0.00019572802,0.001128172,0.00016053367,0.0004607143,0.00003991596,0.00019707085],"category_scores_gemma":[0.00012725615,0.00010357155,0.00012412074,0.0006693307,0.00019652072,0.000500676,0.00046826093,0.0015301412,0.000033123597],"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":[0.00014628966,0.000046616213,0.04433594,0.000006254469,0.000022385102,0.000010327703,0.00005203142,0.000012921763,0.000032213036,0.9397234,0.00040876973,0.015202903],"study_design_scores_gemma":[0.0031271023,0.00010640275,0.029370222,0.000025971614,0.00028059157,0.0002487546,0.0017819841,0.005306784,0.000009459133,0.65325415,0.3059499,0.00053869974],"about_ca_topic_score_codex":0.00016805307,"about_ca_topic_score_gemma":0.00021709662,"teacher_disagreement_score":0.30554113,"about_ca_system_score_codex":0.0002223684,"about_ca_system_score_gemma":0.00009681573,"threshold_uncertainty_score":0.8677102},"labels":[],"label_agreement":null},{"id":"W4220841216","doi":"10.1177/09726527221082005","title":"Calling the Shots: Determinants of Financial Decision-making and Behavior in Domestic Migrant Households in India","year":2022,"lang":"en","type":"article","venue":"Journal of Emerging Market Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Golder Associates (Canada)","funders":"","keywords":"Remittance; Financial literacy; Financial inclusion; Sample (material); Demographic economics; Household income; Business; Economics; Finance; Economic growth; Financial services; Geography","score_opus":0.009809313661513695,"score_gpt":0.25585136898494654,"score_spread":0.24604205532343285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220841216","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":[0.99802995,0.0011511612,0.000024309516,0.00004993272,0.00046396244,0.00018823179,0.000003988719,0.0000052317027,0.00008323558],"genre_scores_gemma":[0.9988479,0.00017859312,0.0004999394,0.00022463374,0.0001819636,0.000019516065,7.788798e-7,0.00002353955,0.000023138278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975412,0.00006641213,0.0012189844,0.00024069472,0.00060113496,0.00033159307],"domain_scores_gemma":[0.998036,0.000347318,0.0012476479,0.00022073954,0.00013871885,0.0000095559435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025253939,0.00020087138,0.0005408353,0.0008136284,0.00023782418,0.00006920063,0.00049753586,0.000051382678,0.00012224319],"category_scores_gemma":[0.0010505068,0.00016825485,0.00015886128,0.0015754454,0.00006960874,0.0006476511,0.00034489876,0.00047994943,7.541384e-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":[0.00033940008,0.00016075581,0.9812291,0.000072170405,0.0000027118992,0.0006450628,0.0003070534,0.0012477429,0.0000621771,0.000093455674,0.0003914735,0.015448868],"study_design_scores_gemma":[0.0006999619,0.000039810475,0.9868139,0.00067827717,0.00008173393,0.00004727059,0.00011955711,0.0069590495,0.0000031963518,0.00068240764,0.0036890826,0.0001857344],"about_ca_topic_score_codex":0.0002648458,"about_ca_topic_score_gemma":0.00051580474,"teacher_disagreement_score":0.015263134,"about_ca_system_score_codex":0.000092228496,"about_ca_system_score_gemma":0.00008922428,"threshold_uncertainty_score":0.6861234},"labels":[],"label_agreement":null},{"id":"W4224302693","doi":"10.5281/zenodo.6469322","title":"Stepchange Halifax Address | Call : 03338803165","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Call to action; Roll call; Call control; Computer science; Telecommunications; Political science; Business; Advertising","score_opus":0.03814225659953291,"score_gpt":0.22814907673155616,"score_spread":0.19000682013202325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224302693","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":[0.49527317,0.00034290497,0.00037881202,0.00279857,0.0009533615,0.0016934136,0.0005875771,0.0032761164,0.49469605],"genre_scores_gemma":[0.98874974,0.000012974797,0.000054799006,0.0014943226,0.0007395639,2.8059276e-7,0.004276166,0.0011402825,0.003531874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979143,0.0001257368,0.00030709468,0.00048317708,0.00073532545,0.00043437022],"domain_scores_gemma":[0.9987006,0.000014069923,0.0002116963,0.0004901846,0.0005483377,0.00003511666],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009119313,0.00017778609,0.00019257043,0.0005345701,0.004222279,0.0010487103,0.0011972234,0.000035852234,0.05980566],"category_scores_gemma":[0.00035761946,0.0002002522,0.00009998771,0.0014434616,0.000081942206,0.0006846757,0.0032730515,0.0002981373,0.010917936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015127155,0.00034170994,0.00077579735,0.00015733854,0.00004001974,0.00007706203,0.00062506227,0.00023752468,0.0021379353,0.024719121,0.948275,0.022462124],"study_design_scores_gemma":[0.0004134671,0.000043872875,0.0028143695,0.000013148681,0.00004178437,0.000013109346,0.0002526054,0.001536684,0.00003155744,0.0002183137,0.99438053,0.00024052603],"about_ca_topic_score_codex":0.00035592282,"about_ca_topic_score_gemma":0.00000556881,"teacher_disagreement_score":0.49347654,"about_ca_system_score_codex":0.00016411758,"about_ca_system_score_gemma":0.0000029280516,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W4224950076","doi":"10.5430/ijfr.v13n2p44","title":"Next Generation Investors and Financial Advice Consumption: An Empirical Analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Consumption (sociology); Sample (material); Advice (programming); Business; Finance; Investment (military); Money management; Financial management; First generation; Marketing; Economics; Actuarial science; Sociology; Computer science; Political science","score_opus":0.16045959818168734,"score_gpt":0.3978324460514507,"score_spread":0.23737284786976334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224950076","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":[0.9971022,0.0002840007,0.00011969252,0.0011323593,0.00095010607,0.00012241409,0.000013282997,0.000019274665,0.00025668528],"genre_scores_gemma":[0.9928055,0.00007511452,0.00046155963,0.0019046308,0.0043765814,0.000017423483,0.00010440809,0.000017573928,0.00023722599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584496,0.00019359059,0.0007675477,0.00035372155,0.0025074978,0.00033270492],"domain_scores_gemma":[0.99670273,0.00012632998,0.00051377283,0.00020280722,0.0023986334,0.000055748886],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003388511,0.00016852532,0.00035463058,0.0028110773,0.000705441,0.00056477607,0.000795287,0.00007896135,0.0014005915],"category_scores_gemma":[0.0016899428,0.00017054562,0.00024615516,0.0020073755,0.00016390585,0.0020200897,0.000555484,0.0007379061,0.00004474354],"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":[0.0006860908,0.0004700581,0.93774027,0.00002282249,0.00011984783,0.00036882062,0.000498783,0.0013772981,0.002316534,0.013058953,0.024003163,0.019337341],"study_design_scores_gemma":[0.0010599936,0.00020007252,0.80295014,0.000023553528,0.00029329865,0.000038399423,0.000093526345,0.030303761,0.00007195064,0.00204515,0.16260113,0.00031904035],"about_ca_topic_score_codex":0.0005932514,"about_ca_topic_score_gemma":0.0007323868,"teacher_disagreement_score":0.13859797,"about_ca_system_score_codex":0.00029386856,"about_ca_system_score_gemma":0.00036324715,"threshold_uncertainty_score":0.99951226},"labels":[],"label_agreement":null},{"id":"W4225160396","doi":"10.3390/jrfm15050207","title":"Vague Pension Future: Empirical Evidence from the Israeli Radical Privatized Market","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Pillar; Government (linguistics); Social security; Intervention (counseling); Business; Empirical evidence; Actuarial science; Quality (philosophy); Economic interventionism; Finance; Economics; Political science; Market economy; Engineering","score_opus":0.018365234557913068,"score_gpt":0.2329660589295554,"score_spread":0.21460082437164235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225160396","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":[0.9894473,0.003619618,0.0013470317,0.0029483258,0.0017909065,0.00039358847,0.000012013307,0.000029324221,0.0004119071],"genre_scores_gemma":[0.98563,0.002609002,0.0015680112,0.00502517,0.0048956904,0.000019953548,0.000015330092,0.0000304262,0.0002064601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722606,0.00015824013,0.0008248324,0.0003550978,0.0011198145,0.00031592607],"domain_scores_gemma":[0.99815625,0.00028638213,0.0009708998,0.0003623321,0.00019008176,0.000034066572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022604614,0.00026016994,0.00046856474,0.00031802699,0.0010246777,0.0002533812,0.0006694701,0.000059386748,0.001051582],"category_scores_gemma":[0.0005594457,0.00018451533,0.00030290024,0.00096586323,0.000097403914,0.00074159994,0.0010180501,0.0006227552,0.000025096286],"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":[0.0012300502,0.00020255047,0.72008747,0.000052919917,0.000037585673,0.0002782905,0.0003948762,0.00008798618,0.000025867417,0.002963034,0.22617136,0.048468005],"study_design_scores_gemma":[0.0007342126,0.00003985804,0.5219924,0.00007591711,0.00035484982,0.000005522589,0.0003187605,0.00064759137,0.0000015562699,0.002794559,0.47287387,0.0001608881],"about_ca_topic_score_codex":0.00039239755,"about_ca_topic_score_gemma":0.00008709155,"teacher_disagreement_score":0.24670252,"about_ca_system_score_codex":0.00008708727,"about_ca_system_score_gemma":0.000040586856,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W4225327802","doi":"10.22215/clb20220301","title":"The Canada Learning Bond, financial capability and tax-filing: Results from an online survey of low and modest income parents","year":2022,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Government of Canada","keywords":"Outreach; Incentive; Business; Diversity (politics); Payment; Tax credit; Bond; Download; Poverty; Earned income tax credit; Work (physics); Public economics; Demographic economics; Finance; Actuarial science; Economics; Economic growth; Political science","score_opus":0.04238768875999379,"score_gpt":0.2639225441690166,"score_spread":0.22153485540902282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225327802","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":[0.9954557,0.0004360037,0.0000017268349,0.00009574132,0.0006799999,0.00035642882,0.0015738365,0.000038266688,0.0013622909],"genre_scores_gemma":[0.9850363,0.00042115964,0.000056836074,0.00013472258,0.0005385239,0.0000135495075,0.012158058,0.00005296448,0.0015878745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99567914,0.00014658002,0.0013638802,0.0009553151,0.0014384353,0.00041665218],"domain_scores_gemma":[0.9961679,0.0005985548,0.001493013,0.0007101836,0.000986832,0.000043511096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033431095,0.00047490446,0.0008962025,0.00020216675,0.00081419403,0.00027587378,0.0004487879,0.00019387102,0.000094613424],"category_scores_gemma":[0.0066319634,0.0003797935,0.000097669144,0.00063902105,0.0001627569,0.00044467457,0.00089517457,0.00069757126,8.7154655e-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":[0.0002149891,0.00007987407,0.9929764,0.00021558335,0.000027024766,0.000016096606,0.000030490422,0.00018967371,0.000003221151,0.000023371396,0.0035022332,0.0027209953],"study_design_scores_gemma":[0.00047130362,0.000020101514,0.9349205,0.00012269875,0.0001504739,7.0624003e-7,0.00013145912,0.006498405,0.0000018822852,0.000103807804,0.057168625,0.0004100648],"about_ca_topic_score_codex":0.9878134,"about_ca_topic_score_gemma":0.9912429,"teacher_disagreement_score":0.058055975,"about_ca_system_score_codex":0.0002575735,"about_ca_system_score_gemma":0.0013018526,"threshold_uncertainty_score":0.9998654},"labels":[],"label_agreement":null},{"id":"W4225862834","doi":"10.53714/giok6749","title":"Guidebook of Strategies and Indicators for Action on Financial Wellbeing and Financial Strain - Executive Summary","year":2022,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of New South Wales; University of Alberta","keywords":"Action (physics); Business; Finance; Executive summary; Strain (injury); Accounting; Psychology; Medicine; Internal medicine","score_opus":0.03261964245036708,"score_gpt":0.2821770717995854,"score_spread":0.24955742934921832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225862834","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":[0.6869517,0.0025212527,0.00039772017,0.00030978766,0.0039750887,0.0047908477,0.00061021,0.00036770946,0.30007568],"genre_scores_gemma":[0.9370353,0.0028640393,0.0014451868,0.0024679077,0.009721946,0.00075645716,0.0053762347,0.0003987453,0.039934177],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709,0.000023776733,0.0008710381,0.00076190435,0.00087061315,0.0003826867],"domain_scores_gemma":[0.99800324,0.00014600648,0.0011691599,0.00027928888,0.00037997277,0.000022321226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010959589,0.000501902,0.0008649659,0.0013276242,0.00047406807,0.00029453594,0.00021604252,0.00033488037,0.00036158774],"category_scores_gemma":[0.00078773976,0.0004903987,0.0002524646,0.000560473,0.00015851838,0.000989397,0.0003441914,0.00037812177,0.000002366536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017365407,0.0005898815,0.11080447,0.010821898,0.00032016516,0.00012025727,0.0006486371,0.00011009851,0.0008647613,0.18601234,0.58622754,0.10174342],"study_design_scores_gemma":[0.00085713103,0.00017413573,0.089014396,0.0004932684,0.0008351509,0.000003269204,0.0006757614,0.00019974748,0.00007473493,0.0068103587,0.8999533,0.0009087205],"about_ca_topic_score_codex":0.0022251266,"about_ca_topic_score_gemma":0.0010298854,"teacher_disagreement_score":0.3137258,"about_ca_system_score_codex":0.00014768455,"about_ca_system_score_gemma":0.00080044277,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W4226060295","doi":"10.1016/j.insmatheco.2022.04.003","title":"Annuity and insurance choice under habit formation","year":2022,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","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":"Wilfrid Laurier University","funders":"","keywords":"Bequest; Annuity; Economics; Life annuity; Habit; Portfolio; Life insurance; Actuarial science; Consumption (sociology); Microeconomics; Financial economics; Pension; Finance","score_opus":0.01697406396711821,"score_gpt":0.20474574692087658,"score_spread":0.18777168295375837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226060295","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":[0.9972943,0.0001799473,0.00009322182,0.00026634557,0.00014582396,0.0001865724,0.000027791539,0.000040874525,0.0017650925],"genre_scores_gemma":[0.9980746,0.000107284046,0.0005959007,0.0008730255,0.00016197738,0.000032651067,0.000028073147,0.000020768804,0.00010571265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991045,0.0000055843984,0.0003734456,0.00022731756,0.00009960918,0.00018953397],"domain_scores_gemma":[0.9993418,0.00005423386,0.00033216807,0.00020157263,0.000056500045,0.000013718316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035708208,0.00015643855,0.0002582237,0.00014058458,0.0004819082,0.00025730112,0.00013914681,0.000032011605,0.00009374039],"category_scores_gemma":[0.000047155867,0.00016667799,0.000049255523,0.00017953475,0.00004897723,0.0011356887,0.0002630219,0.000112707996,0.000027849399],"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":[0.000025577787,0.0001506294,0.90022343,0.0005696107,0.000020965823,0.0000019831477,0.0005214013,0.0018467483,0.000115075345,0.091993555,0.0007130621,0.0038179315],"study_design_scores_gemma":[0.0009107711,0.000020472502,0.79008234,0.000049055347,0.000049677335,0.000012869224,0.0005350016,0.11170724,0.000026040534,0.058149192,0.03790774,0.0005496336],"about_ca_topic_score_codex":0.00015325562,"about_ca_topic_score_gemma":0.00016935715,"teacher_disagreement_score":0.11014115,"about_ca_system_score_codex":0.000044480574,"about_ca_system_score_gemma":0.000008434137,"threshold_uncertainty_score":0.6796931},"labels":[],"label_agreement":null},{"id":"W4226103760","doi":"10.3390/jrfm15030108","title":"Good Practice Principles in Modelling Defined Contribution Pension Plans","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Unemployment; Equity (law); Welfare; Actuarial science; Economics; Econometrics; Finance; Macroeconomics; Political science","score_opus":0.012727116453916172,"score_gpt":0.21377321298035898,"score_spread":0.2010460965264428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226103760","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":[0.98426074,0.00088803744,0.011925932,0.00034412587,0.0006781143,0.00038539496,0.000015242026,0.000024149846,0.0014782496],"genre_scores_gemma":[0.9961815,0.0008100892,0.0018376394,0.00059378735,0.0004452734,0.000012798591,0.000028537524,0.000016837688,0.00007356618],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796855,0.00006918948,0.0007888,0.00024859098,0.0006388386,0.0002860538],"domain_scores_gemma":[0.99836606,0.00010170702,0.0010845785,0.00015829536,0.0002700166,0.000019346297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021769598,0.00018615586,0.000372876,0.0007866876,0.00047321312,0.00013730959,0.00022379559,0.000044323853,0.000060503542],"category_scores_gemma":[0.00039597804,0.00017925969,0.0001360282,0.00082337135,0.000025724838,0.001029536,0.0004070255,0.00041183466,0.000011293049],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022134348,0.0008680279,0.58953565,0.00017475226,0.000037301037,0.00091157557,0.00048833527,0.11398237,0.000031999498,0.27024943,0.001742458,0.019764666],"study_design_scores_gemma":[0.0025894318,0.00010922812,0.1650134,0.00012097974,0.0005194952,0.000025128493,0.00073523907,0.031915687,0.0000047831163,0.007771783,0.7908468,0.00034801473],"about_ca_topic_score_codex":0.00040741987,"about_ca_topic_score_gemma":0.00016245713,"teacher_disagreement_score":0.78910434,"about_ca_system_score_codex":0.00012797368,"about_ca_system_score_gemma":0.000027286611,"threshold_uncertainty_score":0.7309998},"labels":[],"label_agreement":null},{"id":"W4226139543","doi":"10.3390/jrfm15040161","title":"Household Portfolio Allocations: Evidence on Risk Preferences from the Household, Income, and Labour Dynamics in Australia (HILDA) Survey Using Tobit Models","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bond University; Washington and Lee University","keywords":"Tobit model; Portfolio; Economics; Bargaining power; Household income; Panel Study of Income Dynamics; Equity (law); British Household Panel Survey; Recession; Panel data; Demographic economics; Labour economics; Financial economics; Microeconomics; Econometrics","score_opus":0.055647600541226416,"score_gpt":0.24950139965746573,"score_spread":0.19385379911623932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226139543","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":[0.9974226,0.00089458126,0.0007768651,0.000053628944,0.00034110207,0.00031071636,0.00014021635,0.000014066637,0.00004623298],"genre_scores_gemma":[0.99617875,0.0027127815,0.00039470854,0.00029550592,0.00030783156,0.000012625414,0.000019711932,0.000022464154,0.0000556297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769676,0.00018363312,0.000784187,0.00035012522,0.00070701,0.00027826504],"domain_scores_gemma":[0.99814314,0.00025074874,0.0011459417,0.00029566154,0.00013854116,0.00002594172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025812348,0.00025373173,0.00042314568,0.0005618182,0.00064170227,0.0003246574,0.00046156583,0.0000572054,0.00004220346],"category_scores_gemma":[0.00030504688,0.0002040212,0.000104600425,0.0010840838,0.000072933326,0.0010660148,0.00052960165,0.0005549348,0.0000017324289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023407092,0.00010876384,0.96982265,0.00003015958,0.000020396566,0.000038008566,0.000114016424,0.01964674,0.0000014757753,0.0055228225,0.000393174,0.0040677525],"study_design_scores_gemma":[0.0005758224,0.00005203192,0.96974933,0.00022992483,0.00027683872,0.0000017346933,0.0003474925,0.010089481,5.574302e-7,0.017273024,0.0011713612,0.0002323992],"about_ca_topic_score_codex":0.026151482,"about_ca_topic_score_gemma":0.00993073,"teacher_disagreement_score":0.016220752,"about_ca_system_score_codex":0.00018210988,"about_ca_system_score_gemma":0.00003447787,"threshold_uncertainty_score":0.98033345},"labels":[],"label_agreement":null},{"id":"W4226227575","doi":"10.2139/ssrn.4048422","title":"Designing “Win-Win” Rate Caps","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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; McMaster University","funders":"","keywords":"Win-win game; Business; Computer science; Economics; Microeconomics","score_opus":0.008624584902003891,"score_gpt":0.204091534419558,"score_spread":0.1954669495175541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226227575","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":[0.98977745,0.00185373,0.0018322648,0.0010175908,0.0008192135,0.00024008576,0.0000017868942,0.00013758,0.0043203146],"genre_scores_gemma":[0.9923053,0.00016341958,0.00009466299,0.0016197644,0.0016919117,0.00001814734,0.000032431242,0.00005472054,0.004019647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996354,0.000087018205,0.00046859682,0.0003315849,0.00059628766,0.0021625224],"domain_scores_gemma":[0.9990521,0.000040752733,0.0004697881,0.00023701465,0.000179631,0.000020690406],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003954449,0.00024603517,0.0002904663,0.0005263477,0.0015459928,0.0003283074,0.000562374,0.00003969967,0.0014682361],"category_scores_gemma":[0.00014678919,0.00024433548,0.00025676197,0.0010553121,0.0000314691,0.0010116976,0.00029910955,0.0017848612,0.0002988549],"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":[0.00055609416,0.00048452002,0.45347086,0.000078333185,0.00041909967,0.00022322769,0.0004170798,0.004476984,0.012869949,0.4889167,0.021368977,0.016718203],"study_design_scores_gemma":[0.0040538614,0.00034836473,0.03001649,0.00008264853,0.0010705017,0.00038705836,0.0069934344,0.009206267,0.00033846466,0.5138809,0.43151113,0.0021108647],"about_ca_topic_score_codex":0.00043996744,"about_ca_topic_score_gemma":0.00046915998,"teacher_disagreement_score":0.42345437,"about_ca_system_score_codex":0.00082413,"about_ca_system_score_gemma":0.0006030151,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W4226401400","doi":"10.1891/jfcp-2021-0049","title":"Has Financial Knowledge Increased in the United States?","year":2022,"lang":"en","type":"article","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Overconfidence effect; Finance; Knowledge level; Formal education; Business; Psychology; Economics; Actuarial science; Demographic economics; Social psychology; Mathematics education","score_opus":0.02606261818571266,"score_gpt":0.24743892512470442,"score_spread":0.22137630693899177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226401400","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":[0.99702835,0.0015879071,0.00009405131,0.00030924537,0.00062716904,0.000114118164,0.000008315177,0.000015995387,0.00021484595],"genre_scores_gemma":[0.9942244,0.00006417936,0.000083964296,0.003408336,0.002097093,0.0000073255474,0.00007347952,0.000017098926,0.000024074365],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980985,0.00011094758,0.00071642635,0.00019069698,0.0005598883,0.00032356434],"domain_scores_gemma":[0.99852586,0.00025848186,0.00068085094,0.00013739007,0.00037852916,0.000018887156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346779,0.0002019675,0.0003773621,0.0009697949,0.00096798345,0.0003107282,0.00039871264,0.000060023893,0.0000602899],"category_scores_gemma":[0.00088813715,0.00016467551,0.00013203807,0.0017082243,0.000058848047,0.00048395546,0.00010087448,0.0007382829,0.000007268047],"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":[0.00191419,0.00067467644,0.8180483,0.00029526462,0.000028114813,0.001682392,0.022698788,0.028777935,0.00025557465,0.0050582103,0.115712255,0.004854316],"study_design_scores_gemma":[0.0017662554,0.0001420503,0.1839076,0.0003193767,0.0001775472,0.00007839077,0.0022176816,0.021552792,0.000004825097,0.0038014606,0.7855976,0.000434425],"about_ca_topic_score_codex":0.001014635,"about_ca_topic_score_gemma":0.00013253544,"teacher_disagreement_score":0.66988534,"about_ca_system_score_codex":0.000059302314,"about_ca_system_score_gemma":0.00020110591,"threshold_uncertainty_score":0.7445044},"labels":[],"label_agreement":null},{"id":"W4229456221","doi":"10.33423/jabe.v24i2.5146","title":"The Saving Behavior of Heterogeneous Households and Credit Constraints: A Decomposition","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Investment (military); Market liquidity; Economics; Precautionary savings; Business; Monetary economics; Labour economics; Microeconomics; Finance","score_opus":0.01058684983933743,"score_gpt":0.20317158096862048,"score_spread":0.19258473112928304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229456221","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":[0.99902743,0.00020961856,0.00003586741,0.00012497549,0.0002418422,0.00010549064,0.0000049146724,0.0000054218253,0.00024442686],"genre_scores_gemma":[0.99899423,0.00022447083,0.00017816336,0.00022172992,0.0003465903,0.0000084856465,0.0000069894195,0.0000151247195,0.000004193851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912643,0.0000047982194,0.0005131142,0.00012085016,0.000105036874,0.000129765],"domain_scores_gemma":[0.9988753,0.000042537627,0.00082926155,0.00010045617,0.00013964357,0.000012780634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045143254,0.00011213881,0.00026743615,0.00014199769,0.0004217744,0.00019479897,0.00014554795,0.000027790364,0.00006553065],"category_scores_gemma":[0.000012644842,0.00009358088,0.000063377716,0.00016269935,0.00012049745,0.00032333515,0.00019588663,0.00010943723,8.5032553e-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":[0.0038700744,0.0010582724,0.6408082,0.00070027425,0.00043644413,0.00015836042,0.0008576312,0.042493965,0.014658137,0.07394458,0.0016557451,0.21935827],"study_design_scores_gemma":[0.0059547285,0.00020991181,0.8856647,0.00014173471,0.0019515986,0.00061187055,0.0032575233,0.020303449,0.00053550344,0.012780825,0.067315765,0.001272369],"about_ca_topic_score_codex":0.000041071686,"about_ca_topic_score_gemma":0.00003726101,"teacher_disagreement_score":0.24485646,"about_ca_system_score_codex":0.000035327845,"about_ca_system_score_gemma":0.000023807519,"threshold_uncertainty_score":0.38161173},"labels":[],"label_agreement":null},{"id":"W4229691237","doi":"10.1257/jep.25.4.143","title":"Annuitization Puzzles","year":2011,"lang":"en","type":"article","venue":"The Journal of Economic Perspectives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":349,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Annuity; Sophistication; Economics; Behavioral economics; Pension; Life annuity; Actuarial science; Labour economics; Finance","score_opus":0.02623915950747968,"score_gpt":0.21699394579401513,"score_spread":0.19075478628653544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229691237","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":[0.97820705,0.0004068498,0.0001033206,0.00017912877,0.00024615243,0.00005745056,7.276422e-7,0.000013075933,0.020786224],"genre_scores_gemma":[0.99820477,0.00009339186,0.00012984223,0.00015325715,0.0011870895,5.470277e-7,8.416874e-7,0.000011870427,0.00021837318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993815,0.000016743898,0.00031678402,0.000082525796,0.00008373966,0.000118753254],"domain_scores_gemma":[0.9990403,0.000028562092,0.0005824633,0.00013976346,0.00020115846,0.000007760425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059619284,0.00009653777,0.00017316775,0.00023140715,0.00012230722,0.000068385954,0.00029461426,0.000023887123,0.0015286674],"category_scores_gemma":[0.00006760658,0.000066649896,0.0001182745,0.00011721048,0.000078358455,0.0012780621,0.0000570841,0.00009071458,0.00021832043],"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":[0.0008506448,0.00037490504,0.6936274,0.000042732798,0.00027678523,0.000023758772,0.02457352,0.0005401746,0.0014776387,0.25672492,0.018740416,0.0027470756],"study_design_scores_gemma":[0.0011394136,0.0000825764,0.894538,0.00010128815,0.00065083563,0.000040506264,0.027788205,0.00300579,0.0003924436,0.061138067,0.010630463,0.00049240194],"about_ca_topic_score_codex":0.00030017848,"about_ca_topic_score_gemma":0.00015939034,"teacher_disagreement_score":0.2009106,"about_ca_system_score_codex":0.000076323835,"about_ca_system_score_gemma":0.000025808331,"threshold_uncertainty_score":0.99938405},"labels":[],"label_agreement":null},{"id":"W4230062456","doi":"10.4148/1944-9771.1225","title":"Book Review: Client Psychology","year":2019,"lang":"en","type":"article","venue":"Journal of Financial Therapy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Psychology; Management; Center (category theory); Public relations; Library science; Political science; Computer science; Economics","score_opus":0.01357340190419029,"score_gpt":0.27508173016417065,"score_spread":0.2615083282599804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230062456","genre_codex":"empirical","genre_gemma":"commentary","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":[0.6740247,0.3084525,0.000067385605,0.005993007,0.0037286633,0.00065897655,0.0000018479027,0.000043151656,0.007029756],"genre_scores_gemma":[0.11164803,0.15871437,0.0004382522,0.71367604,0.009546921,0.000013590261,0.000019625077,0.000103042716,0.005840137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998164,0.000025563857,0.00084686733,0.00020934688,0.00047349895,0.00028075048],"domain_scores_gemma":[0.9979489,0.000026366923,0.0011396422,0.00031349374,0.00055305526,0.00001854811],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085907395,0.00020486931,0.00060042413,0.0003440562,0.00007998736,0.00006428402,0.00042940667,0.00009106513,0.0058713607],"category_scores_gemma":[0.00014523153,0.00016040995,0.00042734406,0.0006026759,0.000035623027,0.000994798,0.000047052272,0.00027042624,0.0010199003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024529235,0.00017649407,0.08138722,0.00014068602,0.00001600737,0.000034572196,0.000020988262,0.000006160056,0.0009790356,0.0012995164,0.9032068,0.012487175],"study_design_scores_gemma":[0.00095103175,0.00008549805,0.103900254,0.0004232699,0.000041399962,0.000008990441,0.0000016144328,0.000017572576,0.00003985353,0.0005994912,0.89376265,0.00016838248],"about_ca_topic_score_codex":0.000014609683,"about_ca_topic_score_gemma":0.0000024489404,"teacher_disagreement_score":0.707683,"about_ca_system_score_codex":0.000033335506,"about_ca_system_score_gemma":0.000059342583,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W4230674514","doi":"10.3138/cpp.34.4.s119","title":"Savings Incentives and OAS/GIS Costs","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Population; Business; Cost–benefit analysis; Product (mathematics); Economics; Operations management; Environmental economics; Microeconomics; Medicine; Environmental health","score_opus":0.017612186786234864,"score_gpt":0.21126815961648132,"score_spread":0.19365597283024646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230674514","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":[0.9471097,0.00018165201,0.0000025788995,0.0071588983,0.0001242332,0.00016005852,0.000015123674,0.00007935216,0.045168433],"genre_scores_gemma":[0.98502594,0.00005260402,0.00003718488,0.011552092,0.0013521395,0.000011224396,0.000080518446,0.000029577179,0.0018587457],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850726,0.000011439099,0.00024020707,0.00034067332,0.00022157557,0.0006788462],"domain_scores_gemma":[0.99917555,0.000019702966,0.00012840077,0.0002850002,0.000228714,0.00016261787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018771723,0.00020377147,0.00022619397,0.0015721237,0.0006539495,0.00038756285,0.00028338793,0.00008614859,0.0005127787],"category_scores_gemma":[0.0006160575,0.00021402862,0.000075010794,0.0015371522,0.00020164312,0.0016327006,0.00012622259,0.000119056895,0.00040025316],"study_design_candidate":"observational","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":[0.000002982461,0.000015090009,0.8327743,0.00002265473,0.000011721565,0.00004862895,0.0001059427,1.8379932e-7,0.000030929292,0.11367885,0.04748732,0.005821431],"study_design_scores_gemma":[0.00020459529,0.000002982966,0.47120324,0.000015298641,0.000015093459,0.0000068226555,0.000031737134,0.00019746808,0.0000037546292,0.0006229608,0.5274767,0.00021935067],"about_ca_topic_score_codex":0.59712476,"about_ca_topic_score_gemma":0.3504296,"teacher_disagreement_score":0.47998938,"about_ca_system_score_codex":0.000334869,"about_ca_system_score_gemma":0.00069516664,"threshold_uncertainty_score":0.8727834},"labels":[],"label_agreement":null},{"id":"W4230679713","doi":"10.1093/oso/9780198867524.003.0010","title":"Financial Well-being of State and Local Government Retirees in North Carolina","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Quarter (Canadian coin); Debt; Business; Finance; Government (linguistics); Cash; Financial management; Economics","score_opus":0.007331519946736238,"score_gpt":0.1790620494586561,"score_spread":0.17173052951191986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230679713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2739952,0.00033156673,0.00011224897,0.0003067872,0.00028240908,0.0006870552,0.000028462851,0.00007022676,0.72418606],"genre_scores_gemma":[0.93383884,0.00022558343,0.00016312765,0.0013872572,0.00062271627,0.0000075751927,0.00010718837,0.00008283408,0.0635649],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974513,0.0000058007627,0.00084171316,0.0006152615,0.00080114685,0.0002847481],"domain_scores_gemma":[0.99893636,0.000036113583,0.00058083533,0.0002911002,0.00013534044,0.000020243173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019917476,0.00046628105,0.0008195822,0.00024185072,0.00007459517,0.000073123345,0.00024883784,0.00017489247,0.00082624715],"category_scores_gemma":[0.00006605624,0.00045370907,0.00019460438,0.0002058753,0.00014314531,0.0003880034,0.0004977895,0.00032171787,0.0001941664],"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":[0.00032767918,0.000058412144,0.6549243,0.0013419423,0.00005128009,0.0002637432,0.00022043576,0.00011367853,0.000022071066,0.32846123,0.005040689,0.00917459],"study_design_scores_gemma":[0.002171723,0.00013928271,0.38203502,0.0013330039,0.00085567037,0.000002270347,0.00007179756,0.010532696,0.000101391466,0.054732844,0.5455749,0.0024493765],"about_ca_topic_score_codex":0.0009120742,"about_ca_topic_score_gemma":0.010665741,"teacher_disagreement_score":0.66062117,"about_ca_system_score_codex":0.000103581704,"about_ca_system_score_gemma":0.00004278487,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W4231097000","doi":"10.32920/ryerson.14651556","title":"Financial Socialization for Digital Natives: A New Way to Teach Children About Money","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gratification; Socialization; Work (physics); Peer pressure; Conceptual framework; Public relations; Psychology; Marketing; Business; Social psychology; Sociology; Engineering; Political science; Social science","score_opus":0.014629281986881982,"score_gpt":0.24840301058739161,"score_spread":0.23377372860050963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231097000","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":[0.9106285,0.00033212965,0.06832262,0.0016994331,0.0018674362,0.0037323276,0.00015759631,0.00059353065,0.012666437],"genre_scores_gemma":[0.9553741,0.000025118235,0.0047821496,0.0051875194,0.010424663,0.0002521911,0.009514391,0.00016066941,0.014279195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970643,0.000012569008,0.00074145786,0.0010858158,0.0005971603,0.0004987294],"domain_scores_gemma":[0.99804753,0.000041340907,0.00052412204,0.00050134934,0.0008483925,0.00003728182],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002977478,0.000554203,0.000748496,0.0005839914,0.00034709822,0.002481378,0.0005837078,0.00036890584,0.0006194784],"category_scores_gemma":[0.0014891734,0.00056559884,0.0005948068,0.00086177443,0.000034265395,0.0013319339,0.001359691,0.0002883636,0.00019557589],"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":[0.00024594768,0.0006464329,0.46095246,0.0009575212,0.00029533182,0.000011415863,0.0016919762,0.0020620613,0.00011983937,0.07281259,0.4230517,0.037152708],"study_design_scores_gemma":[0.0023223844,0.000050439314,0.7873184,0.0012906361,0.0011410548,0.0000010221505,0.00033550648,0.011050646,0.00018143127,0.031754196,0.16118601,0.0033682853],"about_ca_topic_score_codex":0.002007702,"about_ca_topic_score_gemma":0.00088129163,"teacher_disagreement_score":0.32636592,"about_ca_system_score_codex":0.0001438902,"about_ca_system_score_gemma":0.00027351786,"threshold_uncertainty_score":0.99967957},"labels":[],"label_agreement":null},{"id":"W4231825385","doi":"10.17771/pucrio.acad.54860","title":"LONG-TERM DRIVERS OF INTEREST RATE DYNAMICS IN BRAZIL","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"Pontifícia Universidade Católica do Rio de Janeiro; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Interest rate; Life expectancy; Real interest rate; Government debt; Economics; Debt; Productivity; Government (linguistics); Expectancy theory; Term (time); Econometrics; Monetary economics; Macroeconomics; Demography; Population","score_opus":0.017386908246392198,"score_gpt":0.2615051246014623,"score_spread":0.2441182163550701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231825385","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":[0.97200507,0.00008401811,0.000010217956,0.000041752264,0.0007185867,0.00020436192,0.0000049473433,0.000038807964,0.026892243],"genre_scores_gemma":[0.9696008,0.00006672516,0.000047630027,0.00025200716,0.00023088964,0.000009848593,0.008891895,0.00005139372,0.020848827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983407,0.000017592305,0.0006919492,0.00046169202,0.00023271365,0.00025530238],"domain_scores_gemma":[0.9985175,0.000034829078,0.00062148826,0.00034883444,0.00046786646,0.0000094536335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517753,0.00032865614,0.00059934286,0.0009001699,0.00005575065,0.0001939894,0.00034522035,0.00023346032,0.0023494684],"category_scores_gemma":[0.00015803457,0.00033667425,0.00025968254,0.0010991863,0.000029905232,0.0006705728,0.00011970284,0.00024940382,0.0001423145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071984636,0.00011722829,0.9800056,0.0010711363,0.000033616398,0.000076247445,0.0000691605,0.0000095304595,0.00025247096,0.015981503,0.00077209016,0.0015394342],"study_design_scores_gemma":[0.0004968412,0.000006837618,0.9920657,0.0010774459,0.00026503857,2.2108352e-7,0.0008711856,0.0036875955,0.00022640993,0.00043822918,0.0003718464,0.0004926171],"about_ca_topic_score_codex":0.0019632732,"about_ca_topic_score_gemma":0.20799106,"teacher_disagreement_score":0.20602779,"about_ca_system_score_codex":0.00013748594,"about_ca_system_score_gemma":0.000059777114,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W4233885337","doi":"10.31235/osf.io/3nywd","title":"Saving, Sharing, or Spending? The Wealth Consequences of Raising Children","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Net worth; Economics; Quantile regression; Consumption (sociology); Percentile; Investment (military); Raising (metalworking); Demographic economics; Distribution (mathematics); Wealth distribution; National Longitudinal Surveys; National wealth; Demography; Inequality; Econometrics; Finance","score_opus":0.03883849808716572,"score_gpt":0.28364192717505443,"score_spread":0.2448034290878887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233885337","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":[0.969902,0.00030611397,0.00011534237,0.0004326169,0.0010291773,0.001032164,0.000013845054,0.00015439541,0.027014391],"genre_scores_gemma":[0.99253905,0.00008742963,0.0003163385,0.0010414444,0.0012178929,0.000014847461,0.00020349001,0.000054636206,0.0045248563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700403,0.000026399617,0.0009514431,0.00084929477,0.00070510706,0.00046371497],"domain_scores_gemma":[0.99685335,0.00010199897,0.0015812175,0.0011634526,0.0002848232,0.0000151677705],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012112834,0.00048310903,0.00080904155,0.0005124553,0.00028376552,0.00072112464,0.0015391067,0.00022551352,0.005106419],"category_scores_gemma":[0.0003566135,0.000299786,0.00038835846,0.0005876167,0.00024950597,0.000557385,0.0026947046,0.00053575094,0.00044453552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004223475,0.000042851923,0.9790835,0.00043326634,0.00007266119,0.0000039145675,0.000068949965,0.00027722542,0.00008171779,0.015115632,0.0043920944,0.00038598335],"study_design_scores_gemma":[0.0006073394,0.000022723352,0.9664942,0.0016538212,0.000853893,0.0000056497383,0.00015133084,0.004365996,0.00028075252,0.014112933,0.010381045,0.001070307],"about_ca_topic_score_codex":0.014744579,"about_ca_topic_score_gemma":0.001287238,"teacher_disagreement_score":0.02263711,"about_ca_system_score_codex":0.000069460984,"about_ca_system_score_gemma":0.00014681129,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W4234062091","doi":"10.2139/ssrn.3803637","title":"Evidence of Financial Resourcefulness of Low income Canadians: Snapshots of Five Families’ Finances","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Canadian Mennonite University","funders":"","keywords":"Low income; Economics; Business; Finance; Demographic economics","score_opus":0.009244923936703137,"score_gpt":0.22022359112306297,"score_spread":0.21097866718635983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234062091","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":[0.99234843,0.0064863195,0.00011956554,0.0001630012,0.0002098116,0.00010231047,0.0000064609,0.000007678412,0.000556433],"genre_scores_gemma":[0.9972407,0.0016012691,0.00006469938,0.00013524237,0.00041265244,0.0000038343833,0.000011869458,0.000020112744,0.0005096238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970317,0.00005120881,0.0009279029,0.00028098395,0.0006075381,0.0011006888],"domain_scores_gemma":[0.99727434,0.00011400614,0.0011425111,0.000333842,0.0011147445,0.000020538455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014493109,0.00021740468,0.00062834297,0.00048585053,0.00015690908,0.000041316423,0.00051314506,0.00010345346,0.0001972452],"category_scores_gemma":[0.001269688,0.00021057777,0.00030692853,0.001559139,0.00015046672,0.0008202058,0.00014153047,0.00062485575,0.000007649073],"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":[0.000672396,0.00036978186,0.7925782,0.0016238824,0.00019840854,0.00007729247,0.00072896335,0.0013789474,0.0068427464,0.17461865,0.0007361371,0.020174587],"study_design_scores_gemma":[0.0038417391,0.00055882754,0.7649912,0.009892146,0.0012127418,0.000107884574,0.006855403,0.002815066,0.01668916,0.18499501,0.0063252384,0.0017155535],"about_ca_topic_score_codex":0.009365186,"about_ca_topic_score_gemma":0.044413775,"teacher_disagreement_score":0.03504859,"about_ca_system_score_codex":0.00023269326,"about_ca_system_score_gemma":0.0025146736,"threshold_uncertainty_score":0.99723154},"labels":[],"label_agreement":null},{"id":"W4234241543","doi":"10.32920/ryerson.14663061","title":"Financial frictions and durable goods in DSGE models with sticky prices","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Durable good; Economics; Dynamic stochastic general equilibrium; Monetary policy; Monetary economics; Consumption (sociology); Collateral; Interest rate; Debt; Financial accelerator; Microeconomics; Macroeconomics; Finance","score_opus":0.017982607685241833,"score_gpt":0.2127217238086685,"score_spread":0.19473911612342665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234241543","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":[0.96955264,0.000441776,0.0031742235,0.00030709937,0.0003222443,0.0004947267,0.0000069276516,0.000140174,0.025560213],"genre_scores_gemma":[0.9924273,0.00015896575,0.0046419073,0.0006105621,0.00055744674,0.0000872341,0.00022226304,0.00004347333,0.0012508434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978753,0.0000138346095,0.00051082467,0.0008106885,0.00040624692,0.0003831578],"domain_scores_gemma":[0.9988511,0.00003798752,0.00033589138,0.00046086032,0.00029870015,0.000015451908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002997485,0.00040498088,0.0005969787,0.0006171897,0.00021858385,0.0008710072,0.0002613337,0.00023933337,0.00047086566],"category_scores_gemma":[0.000110750814,0.00035321942,0.00011470209,0.0009891072,0.000057632205,0.001440722,0.00094890606,0.00046571,0.000023757564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013547456,0.00056998763,0.81445336,0.0018330071,0.00008317239,0.00021056322,0.0005539296,0.02934887,0.000083522275,0.1480541,0.0035479348,0.001126045],"study_design_scores_gemma":[0.001667587,0.000032425425,0.604487,0.001738278,0.0009721069,0.000005381925,0.0007935955,0.33898768,0.000040390776,0.039123178,0.009981836,0.0021705283],"about_ca_topic_score_codex":0.009128729,"about_ca_topic_score_gemma":0.013478463,"teacher_disagreement_score":0.30963883,"about_ca_system_score_codex":0.00006385244,"about_ca_system_score_gemma":0.00014351416,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W4234353835","doi":"10.31234/osf.io/eq3gw","title":"Behavioral consequences and intervention of financial shocks","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shock (circulatory); Intervention (counseling); Toll; Finance; Economics; Coping (psychology); Business; Monetary economics; Psychology","score_opus":0.02759606902342808,"score_gpt":0.273574938204623,"score_spread":0.24597886918119488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234353835","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":[0.9965289,0.00045942384,0.0001333351,0.000105259685,0.00060198194,0.0002222329,0.00000783628,0.00005432015,0.001886716],"genre_scores_gemma":[0.99781674,0.00004200917,0.0006557264,0.00021956806,0.0003899963,0.000020047393,0.00033386168,0.000017142953,0.0005049257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983652,0.000018945166,0.00062609656,0.00048786835,0.00031573826,0.00018612377],"domain_scores_gemma":[0.9986449,0.000014350756,0.0005643618,0.00030940628,0.0004571448,0.000009864571],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033607695,0.00026215753,0.0005231154,0.00033482522,0.00008048955,0.00035005,0.00023003382,0.0002206939,0.0015824403],"category_scores_gemma":[0.00013995222,0.00025430694,0.00030994785,0.00027815023,0.00022508593,0.00050613465,0.0011616637,0.0002468927,0.000014626191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051779476,0.00033161952,0.97480184,0.0014342412,0.000025375024,0.00005163258,0.00012131714,0.000028794042,0.0009403172,0.012530229,0.0017180921,0.00796475],"study_design_scores_gemma":[0.001421062,0.00007365271,0.9569716,0.00311804,0.00196671,0.000005524767,0.0008015975,0.004418365,0.0024667962,0.019647108,0.0073804385,0.0017291327],"about_ca_topic_score_codex":0.00888162,"about_ca_topic_score_gemma":0.0029410124,"teacher_disagreement_score":0.01783028,"about_ca_system_score_codex":0.000024676983,"about_ca_system_score_gemma":0.00006366719,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W4236252896","doi":"10.33423/jabe.v22i12.3884","title":"Why Was the Relationship Between Church Attendance and Wage Negative Among Younger Adults in the 1980s? An Explanation Based on the US Evidence","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attendance; National Longitudinal Surveys; Wage; Psychology; Church attendance; Positive relationship; Young adult; Longitudinal study; Demographic economics; Developmental psychology; Demography; Social psychology; Economics; Medicine; Labour economics; Sociology; Economic growth","score_opus":0.045054466136623846,"score_gpt":0.22754421205604955,"score_spread":0.1824897459194257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236252896","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":[0.98560405,0.000053697473,0.000059475922,0.013727581,0.000047536538,0.00024304846,0.0000022257614,0.000004693209,0.00025766672],"genre_scores_gemma":[0.991151,0.000058275575,0.000046669862,0.007987904,0.0007241204,0.0000097280135,0.000008633921,0.000011841754,0.0000018465222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906886,0.000029545086,0.00042870417,0.0001856071,0.0001559237,0.00013138608],"domain_scores_gemma":[0.99839693,0.0006703591,0.0006203593,0.00015816602,0.00013925236,0.000014947403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010433557,0.00014622994,0.0002241737,0.000121631645,0.00031311644,0.0004342907,0.00028513008,0.00004967704,0.00001993851],"category_scores_gemma":[0.00033271674,0.00007996661,0.00004243804,0.00045487058,0.00009946469,0.0013752362,0.000051689654,0.00026020795,0.000004436135],"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":[0.000311821,0.00002276736,0.9889678,0.00004994887,0.000008820339,0.0000027538554,0.00081968296,0.0028862343,0.000010102234,0.005595047,0.0005372005,0.0007878686],"study_design_scores_gemma":[0.00038495383,0.0000147184455,0.9748329,0.000119927885,0.000070256436,5.2661744e-7,0.00065102236,0.021644851,0.0000048612796,0.0013053211,0.0008637097,0.000106940286],"about_ca_topic_score_codex":0.00029745421,"about_ca_topic_score_gemma":0.00031500284,"teacher_disagreement_score":0.018758617,"about_ca_system_score_codex":0.000025070023,"about_ca_system_score_gemma":0.000020322095,"threshold_uncertainty_score":0.4187875},"labels":[],"label_agreement":null},{"id":"W4236756326","doi":"10.3138/cpp.34.supplement.s7","title":"Why We Need a Pension Revolution","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pension; Mindset; Context (archaeology); Business; Pension plan; Work (physics); Actuarial science; Accounting; Finance; Engineering; Computer science","score_opus":0.026744764489932,"score_gpt":0.21926439221695995,"score_spread":0.19251962772702796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236756326","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":[0.85580415,0.00041844504,0.00003480354,0.0862518,0.00055337866,0.00044892772,0.00002026325,0.0002992634,0.05616897],"genre_scores_gemma":[0.9607928,0.000058893464,0.00007206903,0.033664633,0.0028384726,0.000015667461,0.00017118543,0.00003990942,0.0023463878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981335,0.000017778637,0.0003278711,0.0003703856,0.00033518721,0.00081527454],"domain_scores_gemma":[0.9987957,0.000014710667,0.00017162655,0.00046895165,0.00038637457,0.00016266899],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022970716,0.00023429772,0.00025754495,0.002466327,0.00078290113,0.00024859162,0.00035930317,0.00012789907,0.0011174142],"category_scores_gemma":[0.0007340163,0.0002454904,0.00015236487,0.0028121183,0.00011190236,0.001739736,0.00009435507,0.00015389064,0.0014250266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065050604,0.000025620891,0.17773381,0.000036196765,0.000010056734,0.00006733375,0.000070617374,0.0000035794196,0.00009432056,0.11227346,0.7080085,0.0016699734],"study_design_scores_gemma":[0.00025811073,0.0000045443053,0.10421936,0.0000250681,0.00002229252,0.000011816634,0.000025634814,0.0013729734,0.0000031270056,0.0015128937,0.8922695,0.00027470564],"about_ca_topic_score_codex":0.6681113,"about_ca_topic_score_gemma":0.42743134,"teacher_disagreement_score":0.24067995,"about_ca_system_score_codex":0.0004962551,"about_ca_system_score_gemma":0.001069489,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W4236825400","doi":"10.1002/9780470012505.taa045","title":"Assets in Pension Funds","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Asset allocation; Business; Finance; Private pension; Deliverable; Volatility (finance); Target date fund; Asset (computer security); Institutional investor; Actuarial science; Economics; Portfolio; Open-end fund; Corporate governance","score_opus":0.008915948097391302,"score_gpt":0.2365007613744432,"score_spread":0.2275848132770519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236825400","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04526885,0.00011715993,0.00001460151,0.000076135904,0.0022292288,0.00042639612,0.0000052943205,0.000110658,0.95175165],"genre_scores_gemma":[0.70219374,0.00069115387,0.0026772332,0.0007523156,0.010764763,0.00004217787,0.00019441058,0.0006035316,0.28208068],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971022,0.000010409259,0.00052392686,0.00071606896,0.0011281825,0.00051919685],"domain_scores_gemma":[0.9985595,0.00003154626,0.00069932366,0.0005307939,0.00015151598,0.000027333446],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008263541,0.00034437294,0.00055066653,0.0018270569,0.000113199516,0.00015300998,0.00094410236,0.00022299624,0.0041039786],"category_scores_gemma":[0.000646703,0.0003129645,0.00013140264,0.0027184663,0.00040601156,0.00096479995,0.00043482994,0.00023071305,0.00056429737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018583823,0.0008769385,0.4927442,0.00093393604,0.000026517953,0.00017361424,0.00046324666,0.00013432495,0.0018795471,0.059307486,0.43194228,0.011332068],"study_design_scores_gemma":[0.0007653016,0.00002185272,0.089050345,0.00066040707,0.000084627194,6.0985707e-7,0.00002485432,0.00012406397,0.000031153966,0.0017330556,0.9068766,0.0006270969],"about_ca_topic_score_codex":0.012461554,"about_ca_topic_score_gemma":0.003780349,"teacher_disagreement_score":0.669671,"about_ca_system_score_codex":0.00012764342,"about_ca_system_score_gemma":0.0003519726,"threshold_uncertainty_score":0.9999322},"labels":[],"label_agreement":null},{"id":"W4237873174","doi":"10.33423/jabe.v23i2.4086","title":"Examination of Fixed Income Securities Pooled with the S&amp;P Index for Retirement Diversification: From Convertibles to Treasuries to Cash Alternatives","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bond; Treasury; Fixed income; Equity (law); Economics; Stock (firearms); Diversification (marketing strategy); Monetary economics; Business; Yield (engineering); Financial economics; Finance","score_opus":0.017568742096672182,"score_gpt":0.20581938815226103,"score_spread":0.18825064605558883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237873174","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":[0.9968536,0.00009909506,0.0011427796,0.0012597138,0.00011141927,0.00021124505,0.000017388316,0.0000046022233,0.0003001612],"genre_scores_gemma":[0.9979355,0.00009484291,0.00086933526,0.0005870144,0.00040137483,0.00001352202,0.000034360008,0.000013348038,0.000050713807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991655,0.000006436398,0.00040925195,0.00017019651,0.00013699765,0.00011163005],"domain_scores_gemma":[0.99833983,0.00008338009,0.000570186,0.00014557407,0.0008429459,0.000018060166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003148596,0.00013380531,0.00033236612,0.00021363978,0.00014714213,0.00021484304,0.00016120833,0.000033022625,0.00006077892],"category_scores_gemma":[0.000050911356,0.00010038354,0.000052425014,0.00030532392,0.00004934198,0.0004530527,0.00010659332,0.000046239762,0.000003214902],"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":[0.008540555,0.0007673762,0.80239576,0.0017156787,0.0013891824,0.000020971718,0.013731037,0.017015314,0.012190784,0.08465829,0.0061950074,0.05138005],"study_design_scores_gemma":[0.0012821394,0.000028831108,0.97218275,0.0001777514,0.0003116368,0.0000013812893,0.0030171012,0.00072494283,0.0018329293,0.0017006492,0.01849378,0.00024609079],"about_ca_topic_score_codex":0.0001727526,"about_ca_topic_score_gemma":0.00062827155,"teacher_disagreement_score":0.169787,"about_ca_system_score_codex":0.000043740383,"about_ca_system_score_gemma":0.000041628347,"threshold_uncertainty_score":0.40935218},"labels":[],"label_agreement":null},{"id":"W4238010090","doi":"10.2139/ssrn.4026540","title":"Financial Literacy and the Timing of Tax-Preferred Savings Account Withdrawals","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; HEC Montréal; Memorial University of Newfoundland; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Financial literacy; Savings account; Economics; Business; Finance","score_opus":0.007660289081132953,"score_gpt":0.22414808471417855,"score_spread":0.2164877956330456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238010090","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":[0.99248844,0.004323192,0.0003995143,0.0013120921,0.00029228217,0.0001431144,0.0000017210715,0.000022356868,0.0010172653],"genre_scores_gemma":[0.9952295,0.0010505329,0.00011832477,0.000947867,0.001100989,0.0000058593027,0.000014222699,0.000027200964,0.001505527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974417,0.0000506051,0.00059617753,0.00028424233,0.00046578815,0.0011615001],"domain_scores_gemma":[0.9984678,0.00009233053,0.0006293658,0.0002699106,0.00052772445,0.000012873224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130892,0.00022714733,0.00043546178,0.00021818488,0.0004547868,0.00044072268,0.00032216977,0.00007599118,0.00015532604],"category_scores_gemma":[0.00068950775,0.0001642997,0.00023025175,0.00073097844,0.00013463617,0.0012825772,0.00022912258,0.00087664486,0.000022888036],"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":[0.0008008317,0.00019258086,0.16386467,0.00016876849,0.00021270291,0.000044311284,0.00080520526,0.00005253549,0.0019438216,0.8001804,0.0020705014,0.029663669],"study_design_scores_gemma":[0.00834499,0.000085288746,0.09683844,0.00058384513,0.0012584936,0.00036601524,0.0014269764,0.0062941653,0.00046417883,0.8257539,0.057547238,0.0010364647],"about_ca_topic_score_codex":0.0004916939,"about_ca_topic_score_gemma":0.0011315327,"teacher_disagreement_score":0.06702624,"about_ca_system_score_codex":0.00014562166,"about_ca_system_score_gemma":0.0006601835,"threshold_uncertainty_score":0.6699947},"labels":[],"label_agreement":null},{"id":"W4238488755","doi":"10.1007/978-3-319-71213-0_1","title":"Introduction","year":2018,"lang":"en","type":"book-chapter","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Winnipeg; Canadian Mennonite University","funders":"","keywords":"Business; Political science; Development economics; Economics","score_opus":0.013109667937865072,"score_gpt":0.19966906314200117,"score_spread":0.18655939520413609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238488755","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086310814,0.00007331456,0.000031511194,0.00053290045,0.0013476785,0.00019742479,0.000001934952,0.00024400758,0.9967081],"genre_scores_gemma":[0.0013340525,0.00002310224,0.00020292102,0.0015244846,0.03790416,0.0000040230548,0.00037346617,0.00007994159,0.95855385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984023,0.0000015534242,0.0004019834,0.00056293386,0.00040982716,0.00022138089],"domain_scores_gemma":[0.9985803,0.000008382594,0.0003862045,0.00052738294,0.0004890237,0.000008703679],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022266016,0.00035488963,0.00037128347,0.0005299611,0.00015721789,0.0002558774,0.00024019441,0.0002298269,0.13961858],"category_scores_gemma":[0.000054732256,0.0003219587,0.00023789155,0.000111060996,0.000089620036,0.0006948618,0.00021839736,0.00017703907,0.04101819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001227301,0.0000073454553,0.0004848159,0.000050153787,0.000015632862,0.0000039377906,0.000003576172,3.5152374e-7,0.000010788577,0.4324297,0.565974,0.0010074425],"study_design_scores_gemma":[0.00009059771,0.000008956456,0.00024468763,0.00004374489,0.00023133712,6.991377e-7,0.0000027349422,0.00012034882,0.0000065833647,0.049134854,0.9497442,0.000371235],"about_ca_topic_score_codex":0.00012836205,"about_ca_topic_score_gemma":0.00020504127,"teacher_disagreement_score":0.38377026,"about_ca_system_score_codex":0.000050354494,"about_ca_system_score_gemma":0.000015181942,"threshold_uncertainty_score":0.9999232},"labels":[],"label_agreement":null},{"id":"W4238568827","doi":"10.2139/ssrn.1910003","title":"A Cross-Cultural Investigation of Financial Attitude Constructs in Six Countries","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Brock University; Wilfrid Laurier University","funders":"","keywords":"Business; Finance; Financial system; Accounting; Political science","score_opus":0.015595888950023265,"score_gpt":0.24010283116020686,"score_spread":0.2245069422101836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238568827","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":[0.997934,0.00038307408,0.00003244433,0.00005879671,0.00021395252,0.000113833776,0.000001345225,0.000021754813,0.001240786],"genre_scores_gemma":[0.99876344,0.0001713739,0.00011974109,0.0002727952,0.00046909737,0.000003928625,0.000013511983,0.000015272024,0.00017083598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997751,0.00002114293,0.0005913414,0.00020660501,0.00034908284,0.0010808087],"domain_scores_gemma":[0.9987428,0.000017744009,0.0005467306,0.00013459027,0.0005436442,0.000014451375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012081176,0.00018622025,0.00029230473,0.00036590316,0.0001867864,0.00015535847,0.00028529982,0.000093325885,0.0002473725],"category_scores_gemma":[0.00030977023,0.0001642891,0.00012239958,0.00064267835,0.00025177238,0.002007431,0.00007155642,0.00064134476,0.000065031854],"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":[0.00008153391,0.000019457952,0.7681423,0.000026110443,0.000010500425,0.000004490951,0.00014497954,0.00000763096,0.00022861874,0.23093773,0.000042226126,0.00035445023],"study_design_scores_gemma":[0.0010163882,0.00004599407,0.8704785,0.00009643935,0.000073967196,0.000023421926,0.00020786254,0.00016825055,0.00037232545,0.12622695,0.0010357151,0.00025420662],"about_ca_topic_score_codex":0.0015972377,"about_ca_topic_score_gemma":0.006951305,"teacher_disagreement_score":0.10471079,"about_ca_system_score_codex":0.00026015908,"about_ca_system_score_gemma":0.0006882141,"threshold_uncertainty_score":0.6699515},"labels":[],"label_agreement":null},{"id":"W4239255821","doi":"10.1504/ijtgm.2017.082374","title":"Household savings of Slovakia: effects of banks, dependency ratio, transitory income and unemployment","year":2017,"lang":"en","type":"article","venue":"International Journal of Trade and Global Markets","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agentúra na Podporu Výskumu a Vývoja","keywords":"Dependency ratio; Economics; Disequilibrium; Quarter (Canadian coin); Unemployment; Population; Labour economics; Demographic economics; Monetary economics; Macroeconomics","score_opus":0.008345231354082761,"score_gpt":0.23363063459942415,"score_spread":0.22528540324534138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239255821","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":[0.9971699,0.00072977075,0.000052470965,0.00060320017,0.00064305373,0.000082780956,0.000010198225,0.000004731326,0.00070388254],"genre_scores_gemma":[0.9990626,0.00022503578,0.00015480608,0.00014310422,0.00038520785,7.490394e-7,0.0000024183175,0.000007197839,0.000018881317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986737,0.00001660273,0.0005223873,0.00013170863,0.00054741645,0.00010818796],"domain_scores_gemma":[0.9985824,0.000056829296,0.000982654,0.00012915125,0.00022673585,0.000022230153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033749492,0.00013466334,0.00031366752,0.00016953523,0.00008351466,0.00015433358,0.00039440978,0.00005691663,0.00002308193],"category_scores_gemma":[0.00019331122,0.00011722117,0.00013606841,0.00006344093,0.000106735875,0.0010211641,0.00011435377,0.000090196634,5.3333395e-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":[0.0003271492,0.00011519048,0.9858412,0.00021029952,0.00014617351,0.000093866365,0.000036373123,0.0000071191316,0.0019393387,0.0034176689,0.0003734335,0.0074921907],"study_design_scores_gemma":[0.0012170182,0.0000397802,0.994051,0.00044900685,0.00018823927,0.000024192073,0.000010584248,0.00017741947,0.0005981157,0.0021438056,0.0009972977,0.0001035368],"about_ca_topic_score_codex":0.00022060813,"about_ca_topic_score_gemma":0.00005202993,"teacher_disagreement_score":0.008209807,"about_ca_system_score_codex":0.000030641975,"about_ca_system_score_gemma":0.000024685472,"threshold_uncertainty_score":0.47801405},"labels":[],"label_agreement":null},{"id":"W4239715819","doi":"10.1111/jofi.13004","title":"Monetary Policy and Reaching for Income","year":2021,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Portfolio; Fixed income; Rule of thumb; Dividend; Monetary economics; Yield (engineering); Bond; Preference; Comprehensive income; Portfolio allocation; Financial economics; Microeconomics; Gross income; Public economics; Finance","score_opus":0.013150719743759646,"score_gpt":0.24098263013965163,"score_spread":0.22783191039589198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239715819","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":[0.9938257,0.001565337,0.00028785842,0.0034568384,0.00013993846,0.00006084877,0.0000013679604,0.0000060246343,0.00065608515],"genre_scores_gemma":[0.9955354,0.00028943582,0.0011072768,0.0012046453,0.0014039477,9.008361e-7,0.0000024797387,0.00001126028,0.00044469937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992728,0.000015516272,0.00031589108,0.00007975331,0.00016839251,0.00014761109],"domain_scores_gemma":[0.99903584,0.00008747221,0.00043107313,0.00015107423,0.0002885016,0.000006064908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007276742,0.000090242225,0.00020547032,0.00013898831,0.00022738558,0.00008617694,0.0001756816,0.000025936755,0.00001613976],"category_scores_gemma":[0.00048283496,0.00006305274,0.00009212007,0.00039080976,0.000034801957,0.0006324325,0.00009621985,0.00012309504,0.000005841229],"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":[0.0010422398,0.00030155835,0.6139516,0.0008308357,0.00017448381,0.00022852719,0.001291172,0.0021744866,0.011480358,0.27767637,0.016143868,0.07470447],"study_design_scores_gemma":[0.001140899,0.000043169424,0.6963796,0.00034464535,0.0003486163,0.000086439635,0.00012950943,0.005511444,0.00042187754,0.02964719,0.26566184,0.00028478063],"about_ca_topic_score_codex":0.00019726287,"about_ca_topic_score_gemma":0.000057840643,"teacher_disagreement_score":0.24951796,"about_ca_system_score_codex":0.000021164447,"about_ca_system_score_gemma":0.00003735281,"threshold_uncertainty_score":0.25712162},"labels":[],"label_agreement":null},{"id":"W4240296688","doi":"10.22215/etd/2005-06183","title":"Tax breaks &amp; tax averaging: longitudinal insights into the incidence of deferred income plans","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Tax incidence; Economics; Political science; Public economics; State income tax; Tax reform","score_opus":0.015176089357997165,"score_gpt":0.25292074057093855,"score_spread":0.2377446512129414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240296688","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":[0.97087353,0.0005194741,0.00006928094,0.00013686871,0.0007032454,0.00047000815,0.0000068310837,0.00010806741,0.027112683],"genre_scores_gemma":[0.9739829,0.000094933755,0.00030220373,0.00041444218,0.0013431761,0.000046376248,0.0022374839,0.0000717603,0.021506738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966824,0.000032769567,0.0010918141,0.00071991695,0.0010631351,0.00040994433],"domain_scores_gemma":[0.99690586,0.00011686337,0.0012872057,0.0008378713,0.0008282307,0.000023947703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043569517,0.00061104726,0.0007768592,0.00091092207,0.00046890226,0.0003872811,0.0010196946,0.00031946215,0.0016166936],"category_scores_gemma":[0.00029094936,0.00044745023,0.00038958006,0.0013791015,0.00009784279,0.0012782465,0.00024834176,0.00047505877,0.00072063983],"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":[0.00041595046,0.00026614478,0.9505109,0.0012413226,0.00021496735,0.000033348715,0.003723819,0.00030759058,0.00091808423,0.02342077,0.0155230425,0.003424027],"study_design_scores_gemma":[0.0005843345,0.000016266806,0.86731046,0.0008757785,0.00091658306,0.000002239912,0.0008380239,0.001852869,0.00030213365,0.0039841766,0.12218628,0.0011308679],"about_ca_topic_score_codex":0.015718395,"about_ca_topic_score_gemma":0.19953857,"teacher_disagreement_score":0.18382017,"about_ca_system_score_codex":0.00009884209,"about_ca_system_score_gemma":0.000103024264,"threshold_uncertainty_score":0.9997977},"labels":[],"label_agreement":null},{"id":"W4241032578","doi":"10.3138/cpp.34.4.s21","title":"How Vulnerable Are Private Pensions?","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.03390426177736108,"score_gpt":0.21322764224671997,"score_spread":0.1793233804693589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241032578","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":[0.9316905,0.00023572701,0.00000814534,0.041292135,0.00033127592,0.00028933075,0.0000333276,0.0002060138,0.02591356],"genre_scores_gemma":[0.97183454,0.000030567455,0.00007832509,0.017413408,0.0025812471,0.00002163352,0.00020740481,0.00004904246,0.0077838423],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979877,0.000021988633,0.00025508273,0.0004144938,0.00034026394,0.0009805015],"domain_scores_gemma":[0.9986467,0.000021833343,0.00022714568,0.00058589526,0.00031398315,0.0002044739],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002598343,0.0002716036,0.0003161658,0.0019391867,0.0013545668,0.00074825756,0.00047014788,0.000120428966,0.0007377009],"category_scores_gemma":[0.0012298396,0.00027287623,0.00012235391,0.0022146797,0.00012428408,0.002145016,0.00012680421,0.0002461504,0.0012012887],"study_design_candidate":"not_applicable","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":[0.0000036614845,0.000030491581,0.5389374,0.00003733855,0.000017263366,0.00020066573,0.00003704785,0.000004664218,0.00005944322,0.17684294,0.28255138,0.0012777254],"study_design_scores_gemma":[0.00020795583,0.000002670407,0.19567725,0.000013409131,0.000016763493,0.000010832506,0.000031668344,0.0003481565,0.0000061274427,0.0008586862,0.8025418,0.00028467656],"about_ca_topic_score_codex":0.5043565,"about_ca_topic_score_gemma":0.35206884,"teacher_disagreement_score":0.51999044,"about_ca_system_score_codex":0.00032332278,"about_ca_system_score_gemma":0.0008181549,"threshold_uncertainty_score":0.99997234},"labels":[],"label_agreement":null},{"id":"W4241355753","doi":"10.1093/geront/gnv189.07","title":"ADVANCING OUR UNDERSTANDING OF AGING PRISONERS: INTERSECTIONS OF POLICY, PRACTICE, AND RESEARCH","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Political science","score_opus":0.14461850957473862,"score_gpt":0.3876680676283138,"score_spread":0.24304955805357517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241355753","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":[0.94518137,0.00092228525,0.0028429935,0.011260452,0.00035849883,0.00045574308,0.0000029798662,0.000079212106,0.038896468],"genre_scores_gemma":[0.99875927,0.00002776962,0.0005248263,0.00015556469,0.00032431324,0.0000050374583,0.000004222137,0.000011593378,0.00018740499],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99871975,0.00008346366,0.00032636683,0.00018634085,0.00040171732,0.00028237546],"domain_scores_gemma":[0.9986109,0.00022337606,0.00036945505,0.00028691933,0.000493441,0.000015907768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028582928,0.00010334065,0.00022916046,0.00045017345,0.00022832929,0.00009115744,0.00023625235,0.00004396035,0.0000069614885],"category_scores_gemma":[0.0029178946,0.00007709006,0.00005264823,0.00088872213,0.0002511053,0.00084948976,0.0003325062,0.00018073921,0.000009998888],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005873102,0.00037163132,0.56891006,0.00072668964,0.00016222728,0.000024161393,0.009511013,0.0005193386,0.0025322554,0.38949147,0.024348795,0.0028150894],"study_design_scores_gemma":[0.0041736932,0.0004574273,0.06639018,0.0015846613,0.0010819086,0.000051098155,0.718533,0.018213568,0.0014516533,0.10707094,0.07971016,0.0012817199],"about_ca_topic_score_codex":0.01569777,"about_ca_topic_score_gemma":0.0028310558,"teacher_disagreement_score":0.709022,"about_ca_system_score_codex":0.00017445964,"about_ca_system_score_gemma":0.00006672106,"threshold_uncertainty_score":0.99085677},"labels":[],"label_agreement":null},{"id":"W4241372211","doi":"10.1017/s1474747220000293","title":"Redistribution in collective pension arrangements without a sponsor guarantee: Hidden versus explicit risk transactions","year":2020,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Redistribution (election); Pension; Value (mathematics); Pension plan; Business; Microeconomics; Actuarial science; Plan (archaeology); Economics; Finance; Computer science; Political science","score_opus":0.021781017642680468,"score_gpt":0.22362331998497129,"score_spread":0.2018423023422908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241372211","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":[0.9971964,0.00021565009,0.00050027826,0.0012086495,0.0003820852,0.00021329061,0.000025787413,0.000009408347,0.00024845713],"genre_scores_gemma":[0.9963249,0.002144697,0.0006797585,0.0003092247,0.00045465608,0.0000056315653,0.000012316954,0.000018670333,0.00005015605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986336,0.000025144152,0.00070306443,0.0002872535,0.000127526,0.00022336733],"domain_scores_gemma":[0.99863243,0.00006911131,0.0008812097,0.00013996442,0.00025504504,0.000022249105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000426044,0.0001956076,0.00047942184,0.00030543268,0.0002761891,0.00012200792,0.0001600241,0.00008217495,0.00006373227],"category_scores_gemma":[0.00023967272,0.00019331032,0.00016834491,0.00051215163,0.000045796103,0.0010170253,0.000047210473,0.00029813685,0.000030540494],"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":[0.0412931,0.001808583,0.7864476,0.00038592998,0.0006755424,0.0006667602,0.0055539934,0.027816836,0.00547518,0.0536838,0.017578885,0.05861383],"study_design_scores_gemma":[0.01678585,0.00060872367,0.5525511,0.00049846864,0.0010671737,0.00003837358,0.0013562327,0.31491706,0.00036669473,0.006760265,0.103780694,0.0012693739],"about_ca_topic_score_codex":0.00016139033,"about_ca_topic_score_gemma":0.00038723383,"teacher_disagreement_score":0.28710023,"about_ca_system_score_codex":0.00012737818,"about_ca_system_score_gemma":0.000084165295,"threshold_uncertainty_score":0.78829664},"labels":[],"label_agreement":null},{"id":"W4241657975","doi":"10.32920/ryerson.14663061.v1","title":"Financial frictions and durable goods in DSGE models with sticky prices","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Durable good; Economics; Dynamic stochastic general equilibrium; Monetary policy; Monetary economics; Consumption (sociology); Collateral; Interest rate; Debt; Microeconomics; Macroeconomics; Finance","score_opus":0.017982607685241833,"score_gpt":0.2127217238086685,"score_spread":0.19473911612342665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241657975","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":[0.96955264,0.000441776,0.0031742235,0.00030709937,0.0003222443,0.0004947267,0.0000069276516,0.000140174,0.025560213],"genre_scores_gemma":[0.9924273,0.00015896575,0.0046419073,0.0006105621,0.00055744674,0.0000872341,0.00022226304,0.00004347333,0.0012508434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978753,0.0000138346095,0.00051082467,0.0008106885,0.00040624692,0.0003831578],"domain_scores_gemma":[0.9988511,0.00003798752,0.00033589138,0.00046086032,0.00029870015,0.000015451908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002997485,0.00040498088,0.0005969787,0.0006171897,0.00021858385,0.0008710072,0.0002613337,0.00023933337,0.00047086566],"category_scores_gemma":[0.000110750814,0.00035321942,0.00011470209,0.0009891072,0.000057632205,0.001440722,0.00094890606,0.00046571,0.000023757564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013547456,0.00056998763,0.81445336,0.0018330071,0.00008317239,0.00021056322,0.0005539296,0.02934887,0.000083522275,0.1480541,0.0035479348,0.001126045],"study_design_scores_gemma":[0.001667587,0.000032425425,0.604487,0.001738278,0.0009721069,0.000005381925,0.0007935955,0.33898768,0.000040390776,0.039123178,0.009981836,0.0021705283],"about_ca_topic_score_codex":0.009128729,"about_ca_topic_score_gemma":0.013478463,"teacher_disagreement_score":0.30963883,"about_ca_system_score_codex":0.00006385244,"about_ca_system_score_gemma":0.00014351416,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W4242624172","doi":"10.31235/osf.io/bc3h2","title":"Wealth and Debt Homophily, Gender Equality, and Relationship Stability","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cohabitation; Debt; Economics; Survey of Income and Program Participation; Demographic economics; Survey data collection; Economic independence; Political science; Development economics","score_opus":0.0864030250290483,"score_gpt":0.2915249869204249,"score_spread":0.2051219618913766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242624172","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":[0.97202,0.00042799368,0.0003320012,0.0006026422,0.00035672594,0.00056193344,0.000013575113,0.0001820284,0.025503138],"genre_scores_gemma":[0.9956003,0.00006719139,0.001248657,0.0011439963,0.0011502786,0.000024816396,0.000220682,0.000039156745,0.0005049359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974728,0.0000645148,0.0006870625,0.00097048626,0.00044474207,0.00036036756],"domain_scores_gemma":[0.998144,0.00014000878,0.00048481137,0.00074699527,0.00044689627,0.000037306127],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017237779,0.00040874688,0.0005391601,0.00037081272,0.0004140604,0.00071389944,0.000252581,0.00032194197,0.001028185],"category_scores_gemma":[0.00050573767,0.00037334906,0.00012573067,0.00034927737,0.00024318657,0.0006943888,0.0021657958,0.0004250981,0.00014422188],"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":[0.00002159708,0.00004754572,0.95258516,0.00093965826,0.000017976472,0.0000015080351,0.00011313074,0.0000020683588,0.0000059795984,0.04415178,0.0018887611,0.0002248207],"study_design_scores_gemma":[0.0002365218,0.0000059937074,0.85771537,0.000075788645,0.0002352321,6.841885e-7,0.00007203961,0.002847501,0.000004581646,0.1347515,0.0036121267,0.0004426941],"about_ca_topic_score_codex":0.00343468,"about_ca_topic_score_gemma":0.0015623128,"teacher_disagreement_score":0.09486984,"about_ca_system_score_codex":0.00006097078,"about_ca_system_score_gemma":0.000063526146,"threshold_uncertainty_score":0.999885},"labels":[],"label_agreement":null},{"id":"W4244382218","doi":"10.22215/etd/2020-14334","title":"Financial Inclusion in Africa","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"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","funders":"University of Ottawa","keywords":"Financial inclusion; Inclusion (mineral); Unbanked; Financial literacy; Government (linguistics); Finance; Business; Development economics; Economic growth; Economics; Financial system; Political science; Financial services; Social science; Sociology","score_opus":0.013840028435367033,"score_gpt":0.22432649011969988,"score_spread":0.21048646168433285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244382218","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49593192,0.0004523966,0.000011044487,0.0005060189,0.0015338273,0.0006773849,0.0000039279516,0.0002778997,0.5006056],"genre_scores_gemma":[0.9753223,0.0000352415,0.00021145164,0.0021506285,0.0020521886,0.000046139172,0.0030015295,0.00008080659,0.017099708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977624,0.000010369976,0.0006146243,0.000581803,0.00066612096,0.0003646762],"domain_scores_gemma":[0.99911714,0.000022324708,0.0003894322,0.00024641945,0.00021370825,0.000010968207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027581493,0.00038273906,0.0005441019,0.00078535493,0.00029616617,0.00020730574,0.000492148,0.00031111296,0.0022569415],"category_scores_gemma":[0.00046068788,0.00037048833,0.00022373065,0.0016836817,0.000012955447,0.0006837666,0.0008845299,0.00036292023,0.0014467479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020851246,0.0011037164,0.20713952,0.005134995,0.000054194257,0.0007554089,0.0067404285,0.00007545402,0.004615144,0.3169462,0.413009,0.04234083],"study_design_scores_gemma":[0.0009448085,0.000021593616,0.12760863,0.0005833983,0.00027925,1.7966504e-7,0.00030794815,0.005293088,0.00019304575,0.030644035,0.8327768,0.0013472306],"about_ca_topic_score_codex":0.0011785168,"about_ca_topic_score_gemma":0.0069283647,"teacher_disagreement_score":0.48350587,"about_ca_system_score_codex":0.00006902643,"about_ca_system_score_gemma":0.00008640959,"threshold_uncertainty_score":0.9998747},"labels":[],"label_agreement":null},{"id":"W4246684274","doi":"10.31234/osf.io/tkuaf","title":"Financial well-being, COVID-19, and the financial better-than-average-effect","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Financial literacy; Pessimism; Finance; Ignorance; Coronavirus disease 2019 (COVID-19); Business; Financial crisis; Economics; Political science; Macroeconomics","score_opus":0.012049485825867564,"score_gpt":0.23880034846515308,"score_spread":0.2267508626392855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246684274","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":[0.9101218,0.00090047606,0.006092032,0.029676078,0.0040227454,0.004615878,0.000029249884,0.0011141546,0.04342761],"genre_scores_gemma":[0.9276078,0.00012432398,0.00031208075,0.061696026,0.008105595,0.0002515237,0.0004419788,0.00010914293,0.0013515329],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956299,0.0001585955,0.0010204394,0.0015391724,0.0009207541,0.00073111604],"domain_scores_gemma":[0.99742,0.00040275443,0.00088484323,0.0009821065,0.00023171186,0.00007859526],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00170635,0.0010071557,0.0014672348,0.00048765264,0.00095967087,0.0013465203,0.001151539,0.0005711885,0.0018681118],"category_scores_gemma":[0.0040526274,0.00073074823,0.00082406274,0.00086648314,0.00044857446,0.00061015435,0.0037526346,0.0012862901,0.00083303015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025656796,0.0001951325,0.41521424,0.0059002307,0.000194429,0.0005336851,0.0011053126,0.0008410657,0.0000633612,0.31983525,0.24690714,0.006644481],"study_design_scores_gemma":[0.0071947356,0.0000724481,0.07349131,0.00037349755,0.0019690508,0.0000072533057,0.000029921448,0.04374456,0.000062529296,0.27844563,0.59208316,0.0025259068],"about_ca_topic_score_codex":0.005538302,"about_ca_topic_score_gemma":0.0013319653,"teacher_disagreement_score":0.345176,"about_ca_system_score_codex":0.00012709708,"about_ca_system_score_gemma":0.00027867584,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W4247488934","doi":"10.2139/ssrn.2120999","title":"Retirement Investing in Mutual Funds and the Role of DC Plan Advisors","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Business; Finance; Plan (archaeology); Mutual fund; Financial system; Actuarial science; Geography","score_opus":0.008762857631100057,"score_gpt":0.2024331090362111,"score_spread":0.19367025140511104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247488934","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":[0.99183315,0.0042195558,0.000029013729,0.00024876551,0.00009696621,0.00013649755,3.163127e-7,0.000013703228,0.0034220389],"genre_scores_gemma":[0.9983353,0.00037914852,0.00004468771,0.00023421382,0.0007918695,0.0000034388263,0.0000051515535,0.00001875746,0.00018740869],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976325,0.000051568037,0.00048076562,0.00014294672,0.00035183012,0.0013404026],"domain_scores_gemma":[0.999263,0.00006425208,0.00042231227,0.00014586297,0.00008639102,0.000018174216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036813233,0.00016394047,0.0002729017,0.00030175882,0.00020289193,0.0000877091,0.00023218879,0.000050870134,0.00005399324],"category_scores_gemma":[0.00025233257,0.00011651985,0.00009674011,0.0004928853,0.00010944613,0.00079002656,0.00013149365,0.0007232879,0.000020094625],"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":[0.00011921417,0.000036297653,0.77168274,0.000014987535,0.000023812663,5.621533e-7,0.0003034194,0.000011287634,0.00022458418,0.2224448,0.000028438095,0.0051098913],"study_design_scores_gemma":[0.007715447,0.00014601319,0.37816536,0.00039548025,0.0006854729,0.00008510335,0.015612833,0.013922867,0.0003229685,0.55466706,0.02725007,0.0010313407],"about_ca_topic_score_codex":0.0011910737,"about_ca_topic_score_gemma":0.0018939151,"teacher_disagreement_score":0.39351735,"about_ca_system_score_codex":0.00016278044,"about_ca_system_score_gemma":0.00013110985,"threshold_uncertainty_score":0.47515416},"labels":[],"label_agreement":null},{"id":"W4247553955","doi":"10.1017/cbo9780511807336.001","title":"Introduction and Motivation","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Psychology","score_opus":0.01763229546443474,"score_gpt":0.1709831420386277,"score_spread":0.15335084657419296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247553955","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008022133,0.00016215966,0.00004876035,0.00005844119,0.00039089873,0.0002945586,0.000014940573,0.00014219848,0.9908659],"genre_scores_gemma":[0.013216018,0.00006352158,0.000040535953,0.00014740178,0.0038294622,4.736299e-7,0.00025385353,0.00004358773,0.9824051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989196,0.0000066912107,0.00018295101,0.00042711635,0.00024781446,0.00021582839],"domain_scores_gemma":[0.9990113,0.000019414672,0.00035667903,0.00032816408,0.00026184178,0.000022610266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013760921,0.00029699423,0.00030271913,0.00040505728,0.00024109094,0.00011847737,0.00017446096,0.00021818011,0.00006112602],"category_scores_gemma":[0.000029249879,0.00034951483,0.00012113305,0.000022546095,0.00012384844,0.0007253431,0.00034200068,0.00022979788,0.00008926928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048251164,0.000007778119,0.0012972843,0.00013928312,0.00003123097,0.000012340878,0.000009398556,0.0000010003971,0.000062684834,0.9430829,0.0539591,0.0013487339],"study_design_scores_gemma":[0.00024406328,0.0000047462636,0.003225074,0.000060630897,0.0004951551,0.0000015682394,0.00000894862,0.00010572808,0.000025543619,0.000033509466,0.99544436,0.00035066114],"about_ca_topic_score_codex":0.00028074597,"about_ca_topic_score_gemma":0.0000053343065,"teacher_disagreement_score":0.94304943,"about_ca_system_score_codex":0.00007183323,"about_ca_system_score_gemma":0.000012759929,"threshold_uncertainty_score":0.9998957},"labels":[],"label_agreement":null},{"id":"W4247745048","doi":"10.3138/cpp.34.supplement.s39","title":"Underfunding of Defined Benefit Pension Plans and Benefit Guarantee Insurance: An Overview of Theory and Evidence","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actuarial science; Moral hazard; Adverse selection; Plan (archaeology); Outcome (game theory); Pension; Economics; Business; Public economics; Finance; Incentive; Microeconomics","score_opus":0.07966104333689647,"score_gpt":0.2829882868963752,"score_spread":0.2033272435594787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247745048","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":[0.9946394,0.003698976,0.00000398131,0.0007269818,0.000050063372,0.00016089519,0.000036282916,0.000020987818,0.0006624436],"genre_scores_gemma":[0.9967214,0.0013918033,0.000058475303,0.0013946258,0.00022303089,0.0000045760876,0.000031694777,0.000023982673,0.00015043805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985716,0.000019441675,0.00041597497,0.0003299278,0.0002489547,0.0004141116],"domain_scores_gemma":[0.9988432,0.00011410363,0.00030024204,0.0003621296,0.0002897452,0.00009058623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660045,0.00020506322,0.00039690512,0.0012859614,0.00030812732,0.000098638884,0.00024874817,0.00009617754,0.00009009144],"category_scores_gemma":[0.0006557063,0.00020413283,0.000067643254,0.001141516,0.00022017123,0.0016909254,0.000103670835,0.000090654205,0.0000061931164],"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":[0.00002030491,0.000012747105,0.51905996,0.00019582066,0.000010141118,0.0000068300787,0.00013364441,0.000006046901,0.00016780278,0.4778079,0.00008421993,0.0024945969],"study_design_scores_gemma":[0.00035358063,0.000025178872,0.970688,0.00037110824,0.000050075894,0.000014248161,0.000076626304,0.0004866038,0.000026551832,0.025273701,0.0023865895,0.00024776012],"about_ca_topic_score_codex":0.24148697,"about_ca_topic_score_gemma":0.21670535,"teacher_disagreement_score":0.4525342,"about_ca_system_score_codex":0.00008103229,"about_ca_system_score_gemma":0.00031383595,"threshold_uncertainty_score":0.8324295},"labels":[],"label_agreement":null},{"id":"W4248574354","doi":"10.3138/cpp.34.supplement.s29","title":"The Shift from DB to DC Coverage: A Reflection on the Issues","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Predictability; Point (geometry); Reflection (computer programming); Actuarial science; Business; Public economics; Finance; Computer science; Economics","score_opus":0.03622571047309945,"score_gpt":0.2581906601598926,"score_spread":0.22196494968679317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248574354","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":[0.81696254,0.00008725784,0.0000055516566,0.1446229,0.0003261474,0.00028849952,0.00002223284,0.000073758456,0.03761113],"genre_scores_gemma":[0.94619685,0.000023018834,0.000007771077,0.045764495,0.0036866255,0.000040569128,0.00005880497,0.000028765095,0.0041930946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984422,0.000033566263,0.00024485483,0.00030966106,0.0003432188,0.00062654534],"domain_scores_gemma":[0.99890065,0.000095205316,0.00011623786,0.0006084939,0.00017431118,0.00010509649],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034225907,0.00019781536,0.00016329806,0.00068355625,0.001840271,0.00085607136,0.0005886089,0.000072266346,0.000623173],"category_scores_gemma":[0.0013208515,0.0001320596,0.000108503395,0.0019310403,0.00008647913,0.0006098172,0.00008530176,0.00018063649,0.0020302434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024356787,0.000025188794,0.12606463,0.0000056158005,0.000035544635,0.00002940407,0.00045384644,0.000012277679,0.000038153677,0.34422523,0.52331316,0.0057725864],"study_design_scores_gemma":[0.00008432388,0.0000062893914,0.22096872,0.000009495852,0.000011502808,5.72576e-7,0.000027898797,0.00011391961,0.000009152554,0.0054335715,0.7731917,0.00014286653],"about_ca_topic_score_codex":0.72840446,"about_ca_topic_score_gemma":0.6596269,"teacher_disagreement_score":0.33879167,"about_ca_system_score_codex":0.00035490404,"about_ca_system_score_gemma":0.00058577314,"threshold_uncertainty_score":0.9994592},"labels":[],"label_agreement":null},{"id":"W4248949856","doi":"10.33423/jabe.v22i6.3071","title":"The Attitudes Toward Credit Products Among Young Chinese Consumers","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Respondent; Pessimism; Product (mathematics); China; Business; Marketing; Political science","score_opus":0.013672646755274416,"score_gpt":0.19684172590065133,"score_spread":0.18316907914537692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248949856","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":[0.99444175,0.0002760412,0.000027669363,0.0032068868,0.00051561004,0.00014852492,0.0000015106363,0.00001739173,0.0013645929],"genre_scores_gemma":[0.99558806,0.00056824734,0.00019269792,0.0011053511,0.002485617,0.0000036879258,0.00000779983,0.000024863055,0.000023648563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988126,0.0000035523783,0.00060602755,0.0002226678,0.00013650504,0.00021865754],"domain_scores_gemma":[0.99853927,0.000042833206,0.00085892825,0.00014257019,0.000377945,0.000038441503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043513885,0.00020697231,0.00040061984,0.00011859205,0.00030909723,0.00063038577,0.00030265586,0.000055044584,0.00004090616],"category_scores_gemma":[0.0002233845,0.00014075171,0.00008671929,0.00044677316,0.00014784478,0.00097095664,0.0001708305,0.00016916571,0.000027366068],"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":[0.00039962205,0.000041750336,0.9864078,0.000257789,0.00008424339,0.000012444987,0.00020511226,0.0008265374,0.0002115987,0.005216957,0.0042513534,0.002084797],"study_design_scores_gemma":[0.0008593276,0.000010585043,0.9412606,0.00003005038,0.00019068518,0.000007037938,0.00026195345,0.002753921,0.000022585755,0.001400892,0.052897193,0.0003051936],"about_ca_topic_score_codex":0.00010511561,"about_ca_topic_score_gemma":0.00009079915,"teacher_disagreement_score":0.04864584,"about_ca_system_score_codex":0.000028702072,"about_ca_system_score_gemma":0.000058351696,"threshold_uncertainty_score":0.60788244},"labels":[],"label_agreement":null},{"id":"W4249153052","doi":"10.2139/ssrn.2207579","title":"Does PIN Affect Equity Prices Around the World?","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Affect (linguistics); Equity (law); Business; Financial economics; Economics; Monetary economics; Political science; Psychology; Law","score_opus":0.010056795869621823,"score_gpt":0.24847144514922806,"score_spread":0.23841464927960623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249153052","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":[0.9848412,0.0009003394,0.0002651222,0.004095129,0.0006329857,0.0003945688,4.0328993e-7,0.000085848995,0.008784368],"genre_scores_gemma":[0.98662394,0.0002625669,0.00003541267,0.0012467887,0.0035022632,0.000021299455,0.0000072223856,0.000032197495,0.008268319],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966259,0.000040357456,0.00040843015,0.00028305574,0.0005752004,0.0020670579],"domain_scores_gemma":[0.99883384,0.00008963322,0.000483084,0.00032064816,0.00025281773,0.000019992243],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002417519,0.00026060693,0.00026921718,0.0003417905,0.00078264694,0.0012330381,0.00075156486,0.000051974734,0.0010113068],"category_scores_gemma":[0.00015691946,0.00012850268,0.00025377717,0.0009579697,0.00008271556,0.0020908725,0.00029414138,0.0011847707,0.0010642315],"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":[0.00006700219,0.00018205553,0.48285428,0.000068652036,0.00021401959,0.0000071692943,0.000076462595,0.000055726567,0.00090890605,0.47137338,0.01023909,0.03395326],"study_design_scores_gemma":[0.0008466572,0.000063618005,0.15713973,0.00010444264,0.00044094797,0.000023317994,0.0011887809,0.0026489298,0.000075632415,0.7387363,0.09802426,0.0007074226],"about_ca_topic_score_codex":0.001491509,"about_ca_topic_score_gemma":0.012745035,"teacher_disagreement_score":0.32571456,"about_ca_system_score_codex":0.00038553888,"about_ca_system_score_gemma":0.00026558706,"threshold_uncertainty_score":0.9999019},"labels":[],"label_agreement":null},{"id":"W4250884573","doi":"10.1016/s0306-3747(03)00311-7","title":"Eastman’s fourth quarter disappoints though 2002 earnings improve","year":2003,"lang":"en","type":"article","venue":"Additives for Polymers","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Economics; History; Finance; Archaeology","score_opus":0.009364940956167142,"score_gpt":0.21826062050790426,"score_spread":0.20889567955173713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250884573","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":[0.7936625,0.00059795816,0.0023233537,0.0011091536,0.0029659928,0.002111654,0.00027699515,0.0004725444,0.19647989],"genre_scores_gemma":[0.97761863,0.000009872984,0.00080058066,0.0020535598,0.0012387682,0.00014727238,0.00023690893,0.00008815101,0.017806279],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980889,0.000023742756,0.00038838148,0.0005564251,0.0003201483,0.00062238827],"domain_scores_gemma":[0.998994,0.00010410508,0.00037154355,0.0003200666,0.00017617799,0.000034128276],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028142604,0.00034029133,0.00035044536,0.00028616382,0.00035874196,0.00021857838,0.00023166608,0.00009333763,0.0061180945],"category_scores_gemma":[0.00038124275,0.0003217723,0.00035038352,0.0004981897,0.00012286974,0.0010703561,0.00006239055,0.00013727561,0.0010032111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008051286,0.0010375023,0.31179222,0.0007403331,0.0006065247,0.000060545055,0.002061769,0.000040811956,0.009234173,0.20221467,0.4343722,0.03703412],"study_design_scores_gemma":[0.002000698,0.000091257934,0.040864665,0.00011347316,0.0004155177,0.0000020206662,0.0014480427,0.0016933773,0.0017646108,0.0019527188,0.9485977,0.0010558707],"about_ca_topic_score_codex":0.0002078091,"about_ca_topic_score_gemma":0.0000628914,"teacher_disagreement_score":0.51422554,"about_ca_system_score_codex":0.0000350137,"about_ca_system_score_gemma":0.000028225242,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W4250974545","doi":"10.1787/9789264056916-5-fr","title":"Principaux indicateurs des fonds de pension","year":2009,"lang":"fr","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.029117082830355436,"score_gpt":0.23991477234445113,"score_spread":0.2107976895140957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250974545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12836103,0.0027819774,0.00020618536,0.0010308255,0.0006350155,0.00077795534,0.00000978895,0.00038381413,0.86581343],"genre_scores_gemma":[0.43205667,0.0013345028,0.004149559,0.0053439075,0.002487116,0.000014726904,0.00054831285,0.00023515333,0.5538301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535,0.000031292766,0.0012562213,0.0011998487,0.0009926541,0.0011700081],"domain_scores_gemma":[0.9969488,0.00009124751,0.0011211501,0.0008911824,0.0008449465,0.00010268137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009962053,0.0011471503,0.0011313286,0.001302067,0.00088199443,0.00072506367,0.0008266548,0.00080335455,0.018865086],"category_scores_gemma":[0.0003224411,0.0011270661,0.0008058247,0.00051295303,0.00055452256,0.0017785759,0.00067295664,0.0007271654,0.008438988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008262765,0.00016062439,0.28258774,0.0005869515,0.000079056976,0.00025416637,0.000053109965,0.000039773407,0.00021924026,0.67043686,0.005081295,0.04041853],"study_design_scores_gemma":[0.0005723481,0.00006361862,0.17425312,0.001375118,0.0013470012,0.000014297007,0.000024992089,0.0016498781,0.000065551634,0.05522834,0.7640113,0.0013944054],"about_ca_topic_score_codex":0.0016389727,"about_ca_topic_score_gemma":0.0009192618,"teacher_disagreement_score":0.75893,"about_ca_system_score_codex":0.00038752763,"about_ca_system_score_gemma":0.00014688063,"threshold_uncertainty_score":0.999118},"labels":[],"label_agreement":null},{"id":"W4251511418","doi":"10.31235/osf.io/rw7cj","title":"When the Kids Live at Home: Coresidence, Parental Assets, and Economic Insecurity","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"National Longitudinal Surveys; Health and Retirement Study; Asset (computer security); Demographic economics; Cohort; Survey of Income and Program Participation; Longitudinal data; Economics; Psychology; Demography; Medicine; Sociology","score_opus":0.015674563305976875,"score_gpt":0.22578482470630237,"score_spread":0.2101102614003255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251511418","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":[0.98798966,0.00065318274,0.0000065443005,0.00053902087,0.0012291699,0.0006995103,0.00003774203,0.00011154646,0.00873363],"genre_scores_gemma":[0.99270254,0.000254022,0.000089775385,0.001182887,0.0012288888,0.000041276948,0.0005175737,0.000045633562,0.0039373985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997803,0.0000316993,0.00056404475,0.0008670829,0.00035048273,0.00038371346],"domain_scores_gemma":[0.99824345,0.000109232176,0.0006178953,0.0008686753,0.00013895165,0.000021809909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055674626,0.00048265894,0.000605501,0.00026383318,0.00033022198,0.0009654063,0.0007265597,0.00026584868,0.0058301357],"category_scores_gemma":[0.000067058165,0.00035718604,0.00026535054,0.00009735575,0.00017211559,0.0007302523,0.0045186677,0.00044793653,0.004113372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004031757,0.000024959072,0.92984915,0.00022715789,0.000038696402,0.0000055860583,0.00012117349,0.000059468228,0.000005832442,0.005849273,0.063657716,0.0001206456],"study_design_scores_gemma":[0.00036958224,0.000009175982,0.93284965,0.00017710777,0.000357799,0.000001887715,0.0001182936,0.0117531,0.000008569642,0.013544881,0.04009866,0.0007113224],"about_ca_topic_score_codex":0.012827674,"about_ca_topic_score_gemma":0.007310151,"teacher_disagreement_score":0.023559056,"about_ca_system_score_codex":0.00019573205,"about_ca_system_score_gemma":0.00008242198,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W4251778269","doi":"10.2139/ssrn.3583898","title":"Human Interactions and Financial Investment: A Video-Based Approach","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":25,"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; University of British Columbia Hospital","funders":"","keywords":"Business; Investment (military); Finance; Financial system; Political science; Law","score_opus":0.015199247844192668,"score_gpt":0.22445183410235872,"score_spread":0.20925258625816606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251778269","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":[0.9859256,0.0007204979,0.004381302,0.002746591,0.00017807585,0.0002945457,0.0000019629983,0.00013092151,0.005620487],"genre_scores_gemma":[0.9894304,0.000027742082,0.00020029623,0.008074453,0.0019161847,0.000010858173,0.000030937124,0.00003080546,0.00027828998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978591,0.000024750005,0.00038192302,0.00032540693,0.00029940336,0.0011093881],"domain_scores_gemma":[0.99936706,0.000013573757,0.0003066234,0.00013320577,0.00014007765,0.000039433235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058880594,0.00022477584,0.00026530406,0.000274334,0.000581906,0.00033296112,0.00024541648,0.00005603445,0.0001247233],"category_scores_gemma":[0.0001824393,0.00020977901,0.00016152648,0.0006213485,0.00005860732,0.0009591763,0.00009632494,0.0010816751,0.000081062426],"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":[0.00019786402,0.00034315386,0.123519294,0.00015531796,0.00010095453,0.000020135789,0.00027016472,0.0003830603,0.001989274,0.8627382,0.0062936465,0.0039889594],"study_design_scores_gemma":[0.009739467,0.0006734356,0.072810866,0.00028557846,0.0018430788,0.00018358331,0.0023854543,0.08752584,0.0001775688,0.40080217,0.42067,0.0029029748],"about_ca_topic_score_codex":0.00021052943,"about_ca_topic_score_gemma":0.0005250174,"teacher_disagreement_score":0.46193603,"about_ca_system_score_codex":0.0001987401,"about_ca_system_score_gemma":0.0003384171,"threshold_uncertainty_score":0.85545397},"labels":[],"label_agreement":null},{"id":"W4252350516","doi":"10.2139/ssrn.1904576","title":"Does Active Management Pay? New International Evidence","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Equity (law); Basis point; Business; Active management; Passive management; Active monitoring; Financial economics; Actuarial science; Economics; Accounting; Finance; Project portfolio management; Institutional investor; Corporate governance; Bond","score_opus":0.01841244909758306,"score_gpt":0.23442955672716545,"score_spread":0.2160171076295824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252350516","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":[0.87885976,0.0016574098,0.0124258315,0.007092936,0.007881971,0.0011143388,0.0000034629359,0.0004575005,0.09050678],"genre_scores_gemma":[0.979051,0.0019241266,0.00046210116,0.0007836927,0.002679879,0.0000073401225,0.000009358139,0.000033408294,0.015049095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99735665,0.000016889542,0.00039200028,0.00033286557,0.0005613617,0.0013402188],"domain_scores_gemma":[0.99907863,0.000019033301,0.00040800966,0.00023325438,0.00023444364,0.000026614463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095167436,0.00022804743,0.00020153534,0.00044058144,0.00024866394,0.00023796012,0.00072917365,0.00005457881,0.0017485006],"category_scores_gemma":[0.00010563808,0.00013754329,0.00020425234,0.00045133173,0.000036525165,0.0024746994,0.00023244097,0.0007938248,0.0005921584],"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":[0.0005257331,0.00019550425,0.30477285,0.00003636436,0.00043916947,0.000057845038,0.00028779593,0.000009572581,0.00011769444,0.5769821,0.003413215,0.11316214],"study_design_scores_gemma":[0.0012196295,0.000071266215,0.17628595,0.00030715228,0.00057275605,0.00003295454,0.0018291628,0.000424988,0.00014945965,0.7294152,0.088980034,0.00071147305],"about_ca_topic_score_codex":0.0010085268,"about_ca_topic_score_gemma":0.0016362964,"teacher_disagreement_score":0.15243307,"about_ca_system_score_codex":0.0004943397,"about_ca_system_score_gemma":0.00026379188,"threshold_uncertainty_score":0.99916404},"labels":[],"label_agreement":null},{"id":"W4252385027","doi":"10.31235/osf.io/hf53d","title":"Sharing or Limiting the Wealth? Coresidence, Parental Support, and Wealth Outcomes in Canada","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Credit card; Debt; Propensity score matching; Survey of Income and Program Participation; Loan; Survey data collection; Demographic economics; Matching (statistics); Net worth; Limiting; Social capital; Human capital; Social security; Economics; Health and Retirement Study; Finance; Business; Payment; Economic growth; Demography; Political science","score_opus":0.02719983497618469,"score_gpt":0.25439905121860795,"score_spread":0.22719921624242326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252385027","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":[0.9882123,0.0001174873,0.000004696648,0.0013678598,0.0009932489,0.0008561507,0.000016580834,0.00006168129,0.008370018],"genre_scores_gemma":[0.99079686,0.00011264319,0.00007795926,0.0051596225,0.00043248746,0.00004312409,0.00016656615,0.000047522197,0.0031631864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99681276,0.000023603061,0.00097004254,0.0008695797,0.00067402615,0.00064996746],"domain_scores_gemma":[0.99812204,0.0002149076,0.00078985956,0.0007044325,0.00013888162,0.000029874765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007678705,0.00048049144,0.000813655,0.00037165493,0.0002606387,0.0005951674,0.00077917275,0.00013154722,0.0011149305],"category_scores_gemma":[0.00028420784,0.0003143013,0.000123374,0.00043262675,0.000046612942,0.0005279361,0.0026200744,0.0006567176,0.00007247446],"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":[0.000029454322,0.00001773158,0.9930787,0.00052818307,0.000018956376,0.00004522223,0.00005606374,0.00023206563,9.5330506e-7,0.001858432,0.0036980032,0.0004362335],"study_design_scores_gemma":[0.0003404705,0.0000059565014,0.975112,0.00035128542,0.00010404379,0.000001768461,0.0007776803,0.018519469,0.0000018527569,0.00050336734,0.0038115396,0.00047055597],"about_ca_topic_score_codex":0.96595174,"about_ca_topic_score_gemma":0.99029326,"teacher_disagreement_score":0.02434157,"about_ca_system_score_codex":0.0004259449,"about_ca_system_score_gemma":0.0010719578,"threshold_uncertainty_score":0.9999309},"labels":[],"label_agreement":null},{"id":"W4254106359","doi":"10.2139/ssrn.3765505","title":"Contrasting the Information Demands of Equity- and Debt-Holders: Evidence From Pension Liabilities","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"","keywords":"Equity (law); Pension; Business; Debt; Current liability; Financial system; Actuarial science; Accounting; Finance; Economics; Market liquidity; Political science","score_opus":0.024176566260904888,"score_gpt":0.23599102232078778,"score_spread":0.2118144560598829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254106359","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":[0.9926867,0.0017885319,0.0018144201,0.0031994325,0.00007703938,0.0001349739,0.0000010339951,0.000024711637,0.00027314355],"genre_scores_gemma":[0.997263,0.0006685067,0.000056773886,0.001390578,0.0005862525,0.0000020443194,0.000008877757,0.00000868041,0.000015288497],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982998,0.000028071523,0.00047826278,0.0001299468,0.00041358473,0.00065037864],"domain_scores_gemma":[0.99889755,0.00017562331,0.0005129947,0.00011254247,0.0002856559,0.00001562844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015561918,0.00013644133,0.00021998413,0.00009396314,0.0003100192,0.00032916627,0.00027916225,0.000043735214,0.00006321784],"category_scores_gemma":[0.0012293893,0.00009642385,0.000092586204,0.00031956015,0.00007121868,0.002892701,0.00028808802,0.0005448195,0.000022451604],"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":[0.0004803398,0.000037404723,0.8422645,0.0002602086,0.00013485234,0.0000028492966,0.0025886495,0.00028610334,0.0034941754,0.102444164,0.00074688817,0.047259923],"study_design_scores_gemma":[0.003471612,0.00047701746,0.36736208,0.0014619592,0.0015823649,0.000037208774,0.024861056,0.117536455,0.0007066112,0.4725765,0.008751132,0.001175994],"about_ca_topic_score_codex":0.0007958699,"about_ca_topic_score_gemma":0.00049206166,"teacher_disagreement_score":0.47490236,"about_ca_system_score_codex":0.000083856896,"about_ca_system_score_gemma":0.00021395682,"threshold_uncertainty_score":0.39320505},"labels":[],"label_agreement":null},{"id":"W4254919285","doi":"10.32920/ryerson.14638059","title":"RU debt free: a guide to managing your personal finances","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Debt; Financial management; Graduation (instrument); Asset (computer security); Business; Public relations; Economics; Political science; Engineering; Computer science","score_opus":0.02108439010031483,"score_gpt":0.26447471169476716,"score_spread":0.24339032159445234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254919285","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":[0.8472623,0.0012719469,0.0025436268,0.006132451,0.0026309246,0.00092279934,0.000022895763,0.0005683135,0.13864473],"genre_scores_gemma":[0.8946059,0.00020806133,0.02395337,0.021148646,0.007534623,0.00024872,0.0010453918,0.00021702104,0.051038295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963016,0.000020833753,0.0008020081,0.0013119407,0.00090386014,0.0006597465],"domain_scores_gemma":[0.99771017,0.00003477034,0.00045340022,0.0010893713,0.00067518983,0.000037091166],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057735713,0.00063609413,0.00080843613,0.00078465295,0.0003302323,0.0017068367,0.001205035,0.00024416661,0.0042085666],"category_scores_gemma":[0.00048630763,0.00062451174,0.0005685445,0.0010464952,0.00004522879,0.0008528865,0.004681761,0.00047556058,0.00074051594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115896226,0.00034151805,0.44116962,0.0024008343,0.00025873474,0.0005756058,0.0009345722,0.0014587512,0.00037847008,0.021608952,0.5157856,0.01497149],"study_design_scores_gemma":[0.0011410613,0.000021568625,0.1821997,0.002626843,0.0012378541,0.000005645262,0.0021999662,0.052293163,0.00014781782,0.010098996,0.7445431,0.0034843322],"about_ca_topic_score_codex":0.010382225,"about_ca_topic_score_gemma":0.0036181281,"teacher_disagreement_score":0.2589699,"about_ca_system_score_codex":0.00012996687,"about_ca_system_score_gemma":0.00012493454,"threshold_uncertainty_score":0.9996206},"labels":[],"label_agreement":null},{"id":"W4255737111","doi":"10.31235/osf.io/kxghv","title":"Understanding the Financial Knowledge Gap: A New Dimension of Inequality in Later Life","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Finance; Vulnerability (computing); Perception; Dimension (graph theory); Empirical evidence; Business; Psychology; Computer science","score_opus":0.1184090214497529,"score_gpt":0.28608421591251887,"score_spread":0.16767519446276596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255737111","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":[0.9437742,0.00071929896,0.009008601,0.0027501811,0.0021161744,0.0012970144,0.000010751416,0.000180588,0.040143177],"genre_scores_gemma":[0.9961773,0.000024573854,0.0000940655,0.00087980635,0.001463556,0.000015322172,0.0000496499,0.0000381691,0.0012575292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742335,0.00006460013,0.0010291835,0.00061792723,0.0004540353,0.0004109106],"domain_scores_gemma":[0.9980638,0.00015535037,0.0007443273,0.00074684224,0.00026509442,0.000024578309],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012673215,0.00042067972,0.00073775917,0.00061263895,0.00013602854,0.00019300268,0.00057846017,0.0003209595,0.0010161725],"category_scores_gemma":[0.0008349994,0.0002590842,0.00033634246,0.0007047132,0.00010080557,0.0004980899,0.001783126,0.00040844976,0.00022292402],"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":[0.00026592586,0.00024552524,0.8165027,0.0009902125,0.000047588903,0.000011279563,0.0007878478,0.00019337556,0.00030123317,0.14097957,0.03876827,0.00090649223],"study_design_scores_gemma":[0.002787239,0.000026179781,0.49843472,0.003047272,0.00056854746,4.7006498e-7,0.00032039874,0.015573015,0.000191872,0.45952135,0.017804934,0.0017240046],"about_ca_topic_score_codex":0.0015473283,"about_ca_topic_score_gemma":0.003867911,"teacher_disagreement_score":0.3185418,"about_ca_system_score_codex":0.0001949998,"about_ca_system_score_gemma":0.00024931115,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W4256285595","doi":"10.17771/pucrio.acad.46550","title":"O CONHECIMENTO FINANCEIRO E SEU IMPACTO DIRETO NO ENDIVIDAMENTO DAS CLASSES DE BAIXA RENDA DO RIO DE JANEIRO","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Quest University Canada","funders":"","keywords":"Index (typography); Debt; Descriptive research; Subject (documents); Business; Descriptive statistics; Geography; Political science; Welfare economics; Economic growth; Finance; Economics; Sociology; Library science; Social science; Computer science; Statistics; Mathematics","score_opus":0.013701628275113422,"score_gpt":0.28100475590279533,"score_spread":0.26730312762768194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256285595","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":[0.8894903,0.0025781894,0.00025369777,0.0003720019,0.0034060646,0.0022753915,0.00022794864,0.0004125499,0.100983836],"genre_scores_gemma":[0.73278624,0.0007734935,0.00063547964,0.0022684718,0.0017433063,0.00016825306,0.009076187,0.00034022972,0.25220832],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910153,0.00017568092,0.002174418,0.0022543117,0.0018843837,0.0024958805],"domain_scores_gemma":[0.9936145,0.00035748392,0.0025056724,0.0018239067,0.0015020975,0.00019635583],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0016785632,0.0020529127,0.0021780753,0.0015435388,0.0010466544,0.003103241,0.0016631512,0.0012110936,0.020570882],"category_scores_gemma":[0.0008482145,0.0020622348,0.0012908949,0.00196123,0.00014116357,0.0030438253,0.0005892514,0.0010579432,0.012055629],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010189206,0.0008065484,0.8088985,0.0041362997,0.0005417883,0.00012457975,0.0015264169,0.000111977264,0.005784016,0.0067827646,0.167798,0.002470171],"study_design_scores_gemma":[0.0025716624,0.00020333465,0.27490216,0.003559988,0.0032271098,0.00000590927,0.0023184863,0.0094206035,0.0013651238,0.00048365354,0.6980013,0.0039406675],"about_ca_topic_score_codex":0.016708123,"about_ca_topic_score_gemma":0.0030706367,"teacher_disagreement_score":0.53399634,"about_ca_system_score_codex":0.00119337,"about_ca_system_score_gemma":0.00069849024,"threshold_uncertainty_score":0.99922127},"labels":[],"label_agreement":null},{"id":"W4256409569","doi":"10.1017/cbo9780511778018.009","title":"Summary and Conclusions","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","score_opus":0.01440345525384237,"score_gpt":0.18136436956247956,"score_spread":0.1669609143086372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256409569","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044174874,0.0001349324,0.00001410221,0.000032193577,0.00034135475,0.00033773063,0.00006849514,0.00016461902,0.9944891],"genre_scores_gemma":[0.003384307,0.00008547583,0.000089922345,0.00050535594,0.0007946443,5.6728965e-7,0.00022332878,0.00006130073,0.9948551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985862,0.0000067991136,0.00022986106,0.00057904085,0.0003163973,0.0002817318],"domain_scores_gemma":[0.9987265,0.000046459885,0.0003610262,0.00051812496,0.00030506658,0.0000428175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013412224,0.0004196453,0.00048691774,0.00044222875,0.00055351295,0.00017682227,0.0004286852,0.0004259341,0.00006760276],"category_scores_gemma":[0.000026018644,0.00047879902,0.00022656712,0.000022245524,0.00032039243,0.00039832955,0.0013398458,0.0005770333,0.000083405095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049203383,0.000008533557,0.0005841172,0.00012987292,0.00003866926,0.00020111704,0.00000907273,1.8625836e-7,0.00020046587,0.95718986,0.041130483,0.00045841985],"study_design_scores_gemma":[0.00039382052,0.000006526093,0.0004583173,0.00017076307,0.00058841286,0.0000026670184,0.000010623682,0.000106034466,0.000027040856,0.00008255301,0.99763256,0.0005206742],"about_ca_topic_score_codex":0.0007921839,"about_ca_topic_score_gemma":0.000055650544,"teacher_disagreement_score":0.9571073,"about_ca_system_score_codex":0.00005307111,"about_ca_system_score_gemma":0.000043347824,"threshold_uncertainty_score":0.99976635},"labels":[],"label_agreement":null},{"id":"W4280533777","doi":"10.3390/jrfm15050220","title":"Gender Differences in Risk-Taking Investment Strategies in Defined Contribution Plans","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Investment (military); Actuarial science; Work (physics); Sample (material); Demographic economics; Psychology; Business; Economics; Political science; Engineering; Politics","score_opus":0.014978667665913834,"score_gpt":0.21569913666327983,"score_spread":0.200720468997366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280533777","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":[0.9970105,0.00065577135,0.0007268918,0.000046928166,0.00038275783,0.0002551542,0.000014919632,0.000011812385,0.00089526485],"genre_scores_gemma":[0.99839056,0.0006854396,0.0002532906,0.00034620313,0.00025729166,0.000023035256,0.000017404951,0.000011260368,0.000015515967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998036,0.00008864817,0.00079060195,0.00024721748,0.0005210845,0.00031643713],"domain_scores_gemma":[0.99804544,0.00005730873,0.0016646483,0.00012634398,0.00008919353,0.00001703541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014635437,0.00020393814,0.00043746707,0.0011186997,0.00032126677,0.00019210117,0.00024238773,0.00004387504,0.00010515732],"category_scores_gemma":[0.0002521498,0.00018560654,0.000116131814,0.00092857913,0.000039738483,0.0007191398,0.0002935621,0.0004309171,0.000004756061],"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":[0.00022696558,0.00017947618,0.9308038,0.000050493934,0.000010442579,0.00016264709,0.00034838018,0.001098383,0.0000059395966,0.062459372,0.00025349203,0.004400646],"study_design_scores_gemma":[0.0016186713,0.000052571842,0.9503061,0.00006339761,0.0001463255,0.0000026524162,0.0014752238,0.0012944709,0.0000014769574,0.031676732,0.013159873,0.00020248233],"about_ca_topic_score_codex":0.0011586691,"about_ca_topic_score_gemma":0.0015871061,"teacher_disagreement_score":0.03078264,"about_ca_system_score_codex":0.00014996735,"about_ca_system_score_gemma":0.000038833376,"threshold_uncertainty_score":0.75688154},"labels":[],"label_agreement":null},{"id":"W4280564614","doi":"10.3390/jrfm15050217","title":"Nudges and Networks: How to Use Behavioural Economics to Improve the Life Cycle Savings-Consumption Balance","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nudge theory; Consumption (sociology); Economics; Balance (ability); Legislature; Unintended consequences; Public economics; Pension; Actuarial science; Labour economics; Business; Finance; Political science; Medicine","score_opus":0.010588692531091437,"score_gpt":0.1954487574901186,"score_spread":0.18486006495902718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280564614","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":[0.99585223,0.00031927155,0.0015023035,0.001150485,0.00074246526,0.00037727377,0.000012072409,0.000013786227,0.000030092815],"genre_scores_gemma":[0.9942977,0.0006787389,0.0006285324,0.003502155,0.0006881237,0.000027211885,0.000004859577,0.000019872341,0.00015284216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987497,0.0000301854,0.00042329647,0.00026993325,0.0002495838,0.00027733418],"domain_scores_gemma":[0.9990382,0.000054205044,0.0005407872,0.00020329894,0.00011219939,0.000051273757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008725765,0.00019187931,0.00030684614,0.00035401378,0.00066065317,0.0005848325,0.00027845864,0.000031176376,0.00003795044],"category_scores_gemma":[0.00018143049,0.00015908465,0.00011282711,0.00037222536,0.000035723602,0.00080994674,0.00069461414,0.00024783923,0.000007245662],"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":[0.0003116089,0.00007263225,0.93372744,0.00003759599,0.000022110835,0.000027650762,0.00023933209,0.004453273,0.000010760846,0.00462849,0.007058465,0.049410637],"study_design_scores_gemma":[0.00051446486,0.000072049515,0.8735689,0.000027230086,0.0003023862,0.000003571135,0.00023751875,0.0034768078,0.000001191795,0.00049347035,0.12109272,0.00020969477],"about_ca_topic_score_codex":0.00029277065,"about_ca_topic_score_gemma":0.00019866673,"teacher_disagreement_score":0.11403426,"about_ca_system_score_codex":0.000062213,"about_ca_system_score_gemma":0.000011899444,"threshold_uncertainty_score":0.6487284},"labels":[],"label_agreement":null},{"id":"W4280600752","doi":"10.1177/08863687221097412","title":"The Effect of Social Security Coverage on U.S. State and Local Government Public Pension Plan Funding","year":2022,"lang":"en","type":"article","venue":"Compensation & Benefits Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Social security; De facto; Business; Government (linguistics); Plan (archaeology); State (computer science); Quarter (Canadian coin); Public economics; Finance; Actuarial science; Public administration; Economics; Political science","score_opus":0.021124010837511743,"score_gpt":0.23561116900191936,"score_spread":0.2144871581644076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280600752","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":[0.9866883,0.00875379,0.000019959327,0.0014893556,0.00025617232,0.00087998575,0.000028898647,0.000028855702,0.00185467],"genre_scores_gemma":[0.99613017,0.0021768224,0.0000023938314,0.0013153403,0.000111440866,0.00004759892,0.000120672696,0.000017568947,0.00007801816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977042,0.00018223403,0.00057193736,0.00030442473,0.0010074225,0.00022974609],"domain_scores_gemma":[0.99867994,0.00023537215,0.000703858,0.00025494306,0.00011058049,0.000015314186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235276,0.00020270517,0.0004676948,0.00007159307,0.001033545,0.00016842096,0.00023785037,0.000021749513,0.0006859814],"category_scores_gemma":[0.0002250002,0.00014953536,0.00015844055,0.00052464375,0.000055469838,0.0003279996,0.00042036877,0.00017969777,0.000059599806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059524615,0.00023819356,0.3100857,0.0072483364,0.0001198506,0.000017110022,0.00025480578,0.0009836943,0.00012723621,0.2000447,0.02876483,0.4515203],"study_design_scores_gemma":[0.0013972394,0.0002487022,0.21595696,0.0010944494,0.00041281435,0.000004087218,0.00006786723,0.008363264,0.00005475406,0.0010475686,0.7707931,0.0005591957],"about_ca_topic_score_codex":0.000044655477,"about_ca_topic_score_gemma":0.00006201461,"teacher_disagreement_score":0.7420283,"about_ca_system_score_codex":0.00014597579,"about_ca_system_score_gemma":0.0000133555,"threshold_uncertainty_score":0.7949297},"labels":[],"label_agreement":null},{"id":"W4281568866","doi":"10.54932/nqvt3458","title":"Advantageous selection without moral hazard","year":2022,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fondation du Risque; Agence Nationale de la Recherche","keywords":"Moral hazard; Actuarial science; Selection (genetic algorithm); Business; Profit (economics); Morale hazard; Risk aversion (psychology); Profit maximization; Adverse selection; Microeconomics; Economics; Product (mathematics); Insurance policy; Incentive; Auto insurance risk selection; Key person insurance; Computer science; Expected utility hypothesis; Financial economics","score_opus":0.03277296537181795,"score_gpt":0.274631728086936,"score_spread":0.24185876271511803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281568866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06291142,0.0006210538,0.000080885264,0.00012133164,0.0047933683,0.000858489,0.00002099334,0.0013009831,0.9292915],"genre_scores_gemma":[0.574487,0.0011421157,0.001319868,0.002961618,0.017209655,0.00036596568,0.0058515463,0.0006126854,0.3960496],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962716,0.00001674461,0.00072830793,0.0007256543,0.0017483312,0.0005093604],"domain_scores_gemma":[0.9981049,0.000017581488,0.0006268694,0.00045160882,0.00078127393,0.000017812707],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074478175,0.00054897106,0.00077624235,0.0009839506,0.00046242328,0.00043514313,0.00040379187,0.00022839007,0.02444503],"category_scores_gemma":[0.00017683659,0.0005332056,0.00042785713,0.0012736967,0.000041697138,0.00090464903,0.00043701523,0.00059392944,0.00082106073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028388497,0.00006945656,0.6500389,0.00043831463,0.00006105105,0.000055932676,0.0000066485236,0.0002149181,0.000024235373,0.0010485062,0.34530222,0.0027114167],"study_design_scores_gemma":[0.00020649243,0.000014976006,0.027684014,0.00005487676,0.0005869283,0.000017089187,0.000027553615,0.0036095798,0.000007803515,0.0005136675,0.9665573,0.00071968953],"about_ca_topic_score_codex":0.0047915694,"about_ca_topic_score_gemma":0.0026193268,"teacher_disagreement_score":0.62235487,"about_ca_system_score_codex":0.0004787086,"about_ca_system_score_gemma":0.00028307523,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4281632864","doi":"10.7759/cureus.25595","title":"Improving Financial Literacy Using the Medical Mini-MBA at a Canadian Medical School","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Dalhousie University","keywords":"Financial literacy; Medicine; Specialty; Medical education; Finance; Curriculum; Debt; Demographics; Payment; Family medicine; Business; Psychology; Demography; Pedagogy","score_opus":0.012033539932458022,"score_gpt":0.23994816599341728,"score_spread":0.22791462606095927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281632864","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":[0.9898954,0.001152149,0.000033563356,0.003487873,0.0017969819,0.0003643005,0.000016783639,0.000097322925,0.0031556287],"genre_scores_gemma":[0.96901715,0.000014807625,0.00010947692,0.025734164,0.004069131,0.0000610558,0.000106336636,0.000051352938,0.00083653803],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611753,0.00006677499,0.00055562943,0.0005103296,0.002027855,0.0007218739],"domain_scores_gemma":[0.9986255,0.00008493502,0.000268398,0.00054227415,0.00022333325,0.00025551784],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016073555,0.0002732154,0.00031302788,0.0003025299,0.0019976918,0.00032083536,0.001143513,0.00016648155,0.0663461],"category_scores_gemma":[0.0041967435,0.00022594882,0.00021654845,0.0011055053,0.00012006008,0.00075519236,0.0013716148,0.0006780638,0.00035247943],"study_design_candidate":"not_applicable","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":[0.00021517498,0.00038726814,0.67849064,0.00024909503,0.0000963046,0.003984069,0.0009728966,0.0001728346,0.00034791385,0.013532462,0.27536678,0.026184533],"study_design_scores_gemma":[0.00066133967,0.000017137361,0.016792648,0.00006728668,0.00015622382,0.00007917029,0.00016753323,0.09433256,0.0000062121826,0.00034459974,0.8868842,0.00049107755],"about_ca_topic_score_codex":0.18197563,"about_ca_topic_score_gemma":0.1734448,"teacher_disagreement_score":0.661698,"about_ca_system_score_codex":0.0006343967,"about_ca_system_score_gemma":0.0017528982,"threshold_uncertainty_score":0.99930155},"labels":[],"label_agreement":null},{"id":"W4281640152","doi":"10.5539/ijms.v14n2p1","title":"A Study of the Financial Behavior Based on the Theory of Planned Behavior","year":2022,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Structural equation modeling; Control (management); Finance; Investment (military); Affect (linguistics); Business; Marketing; Work (physics); Economics; Psychology; Management","score_opus":0.031788439153992466,"score_gpt":0.2804388944428805,"score_spread":0.24865045528888804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281640152","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":[0.9974639,0.000112741654,0.0000021087653,0.0005660121,0.0011950864,0.00026913497,0.000009177042,0.0000051334323,0.0003767412],"genre_scores_gemma":[0.99895674,0.0000052881155,0.000020445848,0.00049132964,0.00038465162,0.000044100245,0.0000017371091,0.000011615454,0.00008408801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973698,0.0003314934,0.0007189055,0.00012508332,0.0013417319,0.000112988724],"domain_scores_gemma":[0.9962222,0.0009769277,0.0015798139,0.000184515,0.0010322173,0.0000043188547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046824054,0.00013371148,0.000291594,0.00031604388,0.00033030787,0.000036504043,0.0008726281,0.000015637968,0.00028428942],"category_scores_gemma":[0.0035326392,0.00007947905,0.0002644405,0.00036082737,0.00009394824,0.0001410084,0.0005384878,0.00025032848,0.0000011538914],"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":[0.0021596577,0.0012111425,0.99122363,0.000017563581,0.00013354063,0.000052553336,0.00056694564,0.0006428918,0.00011978972,0.0008455137,0.0017457629,0.0012809763],"study_design_scores_gemma":[0.00087088783,0.00018023569,0.9902269,0.00014073319,0.00047889905,0.0000042156257,0.0066571347,0.00019778061,0.0000418146,0.000211534,0.0008975627,0.00009227612],"about_ca_topic_score_codex":0.000035131357,"about_ca_topic_score_gemma":0.000050006256,"teacher_disagreement_score":0.006090189,"about_ca_system_score_codex":0.00007203248,"about_ca_system_score_gemma":0.000043065284,"threshold_uncertainty_score":0.42291543},"labels":[],"label_agreement":null},{"id":"W4283206796","doi":"10.33423/jabe.v24i3.5193","title":"Family Matters: Examine the Role of Family Financial Socialization to Improve Consumer Financial Well-Being","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socialization; Financial literacy; Finance; Structural equation modeling; Sample (material); Financial plan; Business; Psychology; Social psychology","score_opus":0.006635902117907073,"score_gpt":0.1824485268984338,"score_spread":0.17581262478052673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283206796","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":[0.9964753,0.00015659005,0.00016452101,0.0005421184,0.00063924264,0.00024458123,0.000008936005,0.000008806126,0.0017599023],"genre_scores_gemma":[0.9919849,0.0000980574,0.00020346993,0.006363736,0.0012516355,0.000018205228,0.000018811834,0.0000293551,0.000031854233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985118,0.000010064695,0.0008088467,0.00022258081,0.00020878488,0.00023794631],"domain_scores_gemma":[0.9983628,0.00004281761,0.0010894726,0.00017047177,0.0003148651,0.0000195878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004607,0.00020182518,0.00048136635,0.00035858783,0.00044178133,0.00017566478,0.0003233722,0.000058912363,0.00009235592],"category_scores_gemma":[0.00005795919,0.00017750947,0.00011983112,0.00057897635,0.00006700063,0.00049114996,0.0003444812,0.00018416405,0.000013948186],"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":[0.006162729,0.0012804745,0.25157112,0.00096377,0.000337249,0.000046915073,0.003923901,0.049170446,0.085286975,0.38490853,0.048617408,0.1677305],"study_design_scores_gemma":[0.0022473978,0.000071599905,0.4459563,0.00006757766,0.0005006277,0.000006962532,0.0018825127,0.0047321036,0.0004577341,0.030019239,0.51333743,0.00072053686],"about_ca_topic_score_codex":0.00030046256,"about_ca_topic_score_gemma":0.00004461166,"teacher_disagreement_score":0.46472,"about_ca_system_score_codex":0.00007646601,"about_ca_system_score_gemma":0.00012516991,"threshold_uncertainty_score":0.7238626},"labels":[],"label_agreement":null},{"id":"W4283651790","doi":"10.3390/jrfm15070284","title":"Causal Effects of Financial Education Intervention Aimed at University Students on Financial Knowledge and Financial Self-Efficacy","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Intervention (counseling); Mediation; Self-efficacy; Test (biology); Financial analysis; Debt; Psychology; Business; Political science; Social psychology","score_opus":0.004521767345821288,"score_gpt":0.22069086465971924,"score_spread":0.21616909731389794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283651790","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":[0.9958425,0.000864074,0.00020702307,0.00003789683,0.0019779985,0.00063483615,0.000016041566,0.000029830635,0.00038976935],"genre_scores_gemma":[0.9972156,0.00065783755,0.00022105989,0.0002605633,0.0010296382,0.000012678985,0.00002647494,0.000026973094,0.00054915814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737155,0.0001484814,0.0008469511,0.00046649834,0.0007961684,0.00037034336],"domain_scores_gemma":[0.9978592,0.00012249069,0.0013858087,0.00024448833,0.0003293037,0.00005871506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011304466,0.00036664424,0.00066692923,0.0012035168,0.00089547195,0.00009309278,0.00048617076,0.00011723702,0.000070385424],"category_scores_gemma":[0.00055802404,0.00038622506,0.0003483027,0.0010877842,0.000094070005,0.00060964376,0.0011270125,0.00046991862,0.000016198903],"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":[0.005432669,0.012367918,0.6237291,0.0024063196,0.000107888256,0.0004916977,0.0025591434,0.00018679911,0.00014744593,0.04694656,0.03735457,0.26826987],"study_design_scores_gemma":[0.0038046048,0.0004975576,0.79025596,0.00031354904,0.00074947614,0.000006346387,0.00010814833,0.00007434287,0.00004302893,0.0010987933,0.20270184,0.00034636701],"about_ca_topic_score_codex":0.00021087793,"about_ca_topic_score_gemma":0.00019189515,"teacher_disagreement_score":0.2679235,"about_ca_system_score_codex":0.00033987386,"about_ca_system_score_gemma":0.00015586575,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W4283755767","doi":"10.1017/s1474747222000099","title":"The optimal cyclical design for a target benefit pension plan","year":2022,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"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 Manitoba","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Pension; Plan (archaeology); Pension plan; Economics; Control (management); Investment (military); Sustainability; Optimal control; Actuarial science; Investment strategy; Optimal design; Stability (learning theory); Microeconomics; Computer science; Finance; Mathematical optimization; Mathematics","score_opus":0.02155549693589785,"score_gpt":0.21351813894466518,"score_spread":0.19196264200876734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283755767","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":[0.9957555,0.0006356215,0.00065498654,0.0020125154,0.00057178363,0.00023854,0.000011990544,0.000006359915,0.00011267902],"genre_scores_gemma":[0.9896383,0.0010142592,0.0073470096,0.00091535423,0.00068047893,0.000021914584,0.000013472531,0.00002604842,0.00034315724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988503,0.000013360817,0.0005775436,0.00019725307,0.0001203455,0.00024122096],"domain_scores_gemma":[0.9986257,0.00021393223,0.00077408063,0.00018099809,0.00019072024,0.000014550527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011095772,0.00014222658,0.000311377,0.0001695206,0.0012937735,0.00020174267,0.00028689264,0.000035535137,0.00004802204],"category_scores_gemma":[0.00013150793,0.000111828725,0.000188662,0.00015607323,0.00005560512,0.0004493821,0.00025472866,0.0002013045,0.0000068178724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030151894,0.00041180526,0.035414476,0.000046562473,0.000108626715,0.00008115987,0.00023945274,0.31029856,0.0005272684,0.5748077,0.065747686,0.009301477],"study_design_scores_gemma":[0.00084863656,0.00013205108,0.013754681,0.000018246565,0.00009013818,0.000046525987,0.00013057538,0.19271855,0.000021484737,0.014846516,0.7771776,0.00021499995],"about_ca_topic_score_codex":0.00002252427,"about_ca_topic_score_gemma":0.000023410532,"teacher_disagreement_score":0.7114299,"about_ca_system_score_codex":0.000050097016,"about_ca_system_score_gemma":0.00005131159,"threshold_uncertainty_score":0.99507904},"labels":[],"label_agreement":null},{"id":"W4284691956","doi":"10.1111/coep.12578","title":"The interplay of financial education, financial inclusion and financial stability and the role of Big Tech","year":2022,"lang":"en","type":"article","venue":"Contemporary Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":24,"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":"","keywords":"Financial inclusion; Financial literacy; Finance; Financial stability; Business; Financial analysis; Inclusion (mineral); Financial regulation; Accounting management; Indirect finance; Financial services; Financial ratio; Financial system; Economics; Accounting; Accounting information system","score_opus":0.007754329308652457,"score_gpt":0.2230406289334079,"score_spread":0.21528629962475543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284691956","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":[0.98942894,0.0025731325,0.0000031404797,0.0014180354,0.00041179318,0.0005255854,0.000051010913,0.000017252685,0.0055710934],"genre_scores_gemma":[0.99760056,0.00006811736,0.000010046721,0.0011452027,0.0009234501,0.000083361054,0.000030881405,0.000015632651,0.00012276496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845463,0.000083125,0.00076357136,0.00032581153,0.00016194963,0.00021092525],"domain_scores_gemma":[0.998507,0.00019321867,0.00075092266,0.00041622206,0.000114977796,0.000017617389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499149,0.00019678476,0.00043212253,0.00028948762,0.0011366989,0.00007191119,0.00046746238,0.000057785986,0.00006777849],"category_scores_gemma":[0.0008993796,0.00014801098,0.00013713853,0.00037424854,0.0005198568,0.00040972064,0.002197375,0.00019027104,0.000003900498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014915345,0.00021535806,0.4152546,0.00015000046,0.000017542226,8.015586e-7,0.0024579482,0.000009768494,0.00067954644,0.51697004,0.008218293,0.05453458],"study_design_scores_gemma":[0.0023579402,0.00007533898,0.21958593,0.000061302,0.00008085637,0.000003317625,0.0007553943,0.002002289,0.0005619799,0.18350872,0.59058094,0.00042600677],"about_ca_topic_score_codex":0.009258022,"about_ca_topic_score_gemma":0.0007922948,"teacher_disagreement_score":0.58236265,"about_ca_system_score_codex":0.00009961225,"about_ca_system_score_gemma":0.0012113537,"threshold_uncertainty_score":0.9973394},"labels":[],"label_agreement":null},{"id":"W4285076116","doi":"10.1257/rct.3147","title":"Welfare effects of a non-contributory old age pension: experimental evidence for Ekiti State in Nigeria","year":2019,"lang":"en","type":"dataset","venue":"AEA Randomized Controlled Trials","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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","funders":"Department for International Development; International Development Research Centre; Government of Canada","keywords":"Pension; Welfare; Welfare state; Demographic economics; State (computer science); Economics; Political science; Computer science; Law; Finance; Market economy","score_opus":0.03242950834181379,"score_gpt":0.31925894029807694,"score_spread":0.28682943195626315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285076116","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1350355,0.03172033,0.00028851238,0.0006122463,0.01679817,0.1414974,0.67366004,0.00022267438,0.0001651502],"genre_scores_gemma":[0.23313487,0.00090486207,0.00011031089,0.0011212862,0.002935731,0.010062502,0.75063354,0.0001621993,0.0009346932],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9891949,0.0016000799,0.005959793,0.0012088423,0.0011636725,0.0008726951],"domain_scores_gemma":[0.9673944,0.023404106,0.007169772,0.0012297228,0.00075628964,0.000045716206],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021840604,0.001233692,0.020654442,0.0017555121,0.00021130856,0.00048950716,0.0009545063,0.0005689277,0.0009365739],"category_scores_gemma":[0.05748659,0.0008990977,0.0054118834,0.00068445347,0.00018162478,0.0009865649,0.00037184608,0.0004023305,0.00018341182],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6123917,0.0003189788,0.000099378194,0.0018277505,0.00097645615,0.00012413025,0.00004094762,0.00003900112,0.0014674425,0.00008884495,0.3825745,0.000050898525],"study_design_scores_gemma":[0.93488896,0.00010450303,0.00007561964,0.0034497178,0.006080483,6.4699833e-7,0.00002707986,0.00072732545,0.0004540824,0.00037422805,0.052809186,0.0010081675],"about_ca_topic_score_codex":0.0028793789,"about_ca_topic_score_gemma":0.00058325136,"teacher_disagreement_score":0.3297653,"about_ca_system_score_codex":0.00017458612,"about_ca_system_score_gemma":0.0001794275,"threshold_uncertainty_score":0.9999767},"labels":[],"label_agreement":null},{"id":"W4285467641","doi":"10.1891/jfcp-19-00065","title":"Meeting People Where They're at: A Systematic Review of Financial Counseling for Indigenous Peoples","year":2021,"lang":"en","type":"review","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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 Queensland University; York University","keywords":"Indigenous; Financial literacy; Grey literature; Psychological resilience; Systematic review; Best practice; Public relations; Resilience (materials science); Economic growth; Political science; Business; Psychology; Finance; MEDLINE; Economics","score_opus":0.022817887144576766,"score_gpt":0.28178444827399235,"score_spread":0.2589665611294156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285467641","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071634306,0.9901026,0.0001687431,0.000020430427,0.0009833255,0.0014141565,0.000066901266,0.00003097473,0.000049464415],"genre_scores_gemma":[0.0005149537,0.9950082,0.00055979943,0.00045861938,0.003020269,0.00006429752,0.00018547918,0.00011381744,0.00007459901],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.993233,0.00017812947,0.0041843774,0.000591539,0.0011302017,0.00068274856],"domain_scores_gemma":[0.9869017,0.0014680038,0.0085061975,0.00043517584,0.0026286158,0.0000603175],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0058057215,0.0008759596,0.0066938372,0.00084076007,0.00080170337,0.00034417372,0.0006683028,0.00050505105,0.000039267652],"category_scores_gemma":[0.008665029,0.0007263558,0.0017949758,0.0011301305,0.000046684447,0.000623346,0.0001626539,0.0007557257,0.000009909167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049342772,0.00007140597,0.00081285334,0.9887041,0.0001289303,0.00011376993,0.002305076,0.000050325747,0.0000017311678,0.00011255629,0.002638861,0.0050110538],"study_design_scores_gemma":[0.00034632516,0.000056857443,0.000028015254,0.81988055,0.007940788,0.00011364853,0.0003242508,0.00009384463,3.9854632e-7,0.0000579725,0.17048611,0.00067127444],"about_ca_topic_score_codex":0.00022964641,"about_ca_topic_score_gemma":0.0007360964,"teacher_disagreement_score":0.16882357,"about_ca_system_score_codex":0.00017313768,"about_ca_system_score_gemma":0.0014363788,"threshold_uncertainty_score":0.9996854},"labels":[],"label_agreement":null},{"id":"W4285722437","doi":"10.1007/978-3-031-01605-9_10","title":"Financial Wellness and Employment","year":2020,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on assistive, rehabilitative, and health-preserving technologies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University; Simon Fraser University","funders":"","keywords":"Business; Finance","score_opus":0.029091741377244584,"score_gpt":0.25869699264760604,"score_spread":0.22960525127036147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285722437","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11331585,0.05575312,0.0004638519,0.3000836,0.0025707008,0.013882347,0.0009867604,0.013232136,0.4997116],"genre_scores_gemma":[0.9691032,0.0049342,0.004407366,0.0068856487,0.0011601371,0.0006824693,0.00014415046,0.0004849109,0.012197877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956068,0.000067745146,0.0010287575,0.0018035575,0.00076750806,0.0007256386],"domain_scores_gemma":[0.99630535,0.0012761931,0.0010990414,0.00096286857,0.0003015668,0.00005498991],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086412474,0.0011121439,0.0017815599,0.0012159466,0.0010722593,0.00038290024,0.00086313125,0.00076944625,0.00025927307],"category_scores_gemma":[0.005353703,0.0009735183,0.000328997,0.00037307094,0.000976382,0.00044849716,0.0014618315,0.0011044596,0.0000863866],"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":[0.00063304254,0.00017618097,0.032208305,0.004858047,0.00020687134,0.000055861954,0.00037495166,0.000012390887,0.000052830288,0.7434997,0.05305966,0.16486217],"study_design_scores_gemma":[0.00061532395,0.0005299922,0.14572285,0.0038299093,0.00040586924,0.0000025434097,0.0005546478,0.00031022867,0.00015167751,0.49506277,0.35078308,0.0020311151],"about_ca_topic_score_codex":0.0005858879,"about_ca_topic_score_gemma":0.0009288309,"teacher_disagreement_score":0.8557874,"about_ca_system_score_codex":0.00026095475,"about_ca_system_score_gemma":0.00015591919,"threshold_uncertainty_score":0.9992715},"labels":[],"label_agreement":null},{"id":"W4285723522","doi":"10.2139/ssrn.3714461","title":"Millionaires Speak: What Drives Their Personal Investment Decisions?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Business; Investment (military); Public relations; Political science; Law; Politics","score_opus":0.018873389673370926,"score_gpt":0.21790431127717078,"score_spread":0.19903092160379984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285723522","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":[0.98062164,0.00904242,0.0005812474,0.008094847,0.00040396972,0.00020352681,0.0000015073762,0.00009337738,0.0009574851],"genre_scores_gemma":[0.9794624,0.0055871564,0.0001128715,0.011368468,0.003040973,0.0000058477863,0.000033662545,0.000047278245,0.00034136928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967082,0.000035787336,0.00050054525,0.00041402437,0.0006476448,0.0016938047],"domain_scores_gemma":[0.9990805,0.00006441457,0.0003676488,0.00017667694,0.00025035834,0.000060443675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008846165,0.00032885635,0.00034583948,0.00030621278,0.0005520649,0.0008839151,0.0005143793,0.00007726667,0.00048553135],"category_scores_gemma":[0.000303255,0.000259213,0.00037044712,0.00077420834,0.00007771459,0.002806033,0.00020575004,0.001020583,0.0006027583],"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":[0.0007162024,0.000520988,0.32093647,0.00008928082,0.0006545808,0.00011015745,0.0030065016,0.0002828369,0.0025260318,0.53807247,0.021590678,0.111493796],"study_design_scores_gemma":[0.0036119935,0.00040357435,0.065706514,0.0006210482,0.0006626301,0.00014478483,0.02337131,0.021878906,0.00022617537,0.5128415,0.36855808,0.0019734802],"about_ca_topic_score_codex":0.00008801804,"about_ca_topic_score_gemma":0.0004774311,"teacher_disagreement_score":0.3469674,"about_ca_system_score_codex":0.00032034406,"about_ca_system_score_gemma":0.000486871,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W4286406561","doi":"10.48550/arxiv.2008.06598","title":"A Stochastic Control Approach to Defined Contribution Plan Decumulation:\\n \"The Nastiest, Hardest Problem in Finance\"","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stochastic control; Asset allocation; Leverage (statistics); Economics; Time horizon; Econometrics; Parametric statistics; Control (management); Stochastic modelling; Asset (computer security); Mathematical optimization; Optimal control; Computer science; Portfolio; Finance; Mathematics; Statistics","score_opus":0.055481688627052723,"score_gpt":0.17601437135896372,"score_spread":0.120532682731911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286406561","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":[0.8037613,0.00007912157,0.18928905,0.00085882883,0.0003965387,0.0029119046,0.00007056206,0.0002553719,0.0023773024],"genre_scores_gemma":[0.9976122,0.000005467112,0.0002642986,0.0009163867,0.0004415511,0.000021813652,0.00044871148,0.00003609716,0.000253508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977541,0.00006223408,0.00046059955,0.0010520872,0.00019973775,0.00047126133],"domain_scores_gemma":[0.9983499,0.00011073128,0.0005216511,0.0005657175,0.00041555698,0.000036416004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043519711,0.0004535321,0.0006279575,0.0005209198,0.00028987793,0.00028166862,0.0007750477,0.00023893385,0.000042308446],"category_scores_gemma":[0.00032036158,0.00044666827,0.00024450087,0.0016689766,0.000074400974,0.0004814324,0.0007486057,0.00054686476,0.000283455],"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":[0.00042175935,0.00012827631,0.07534852,0.00014738801,0.0000421975,0.000044076587,0.00009009011,0.7855765,0.00001473031,0.13710374,0.0010425284,0.000040191368],"study_design_scores_gemma":[0.001931343,0.000021716223,0.073575236,0.0002579993,0.0004759221,7.8541785e-7,0.000079102545,0.89842093,0.0000014764564,0.021600142,0.0029608416,0.00067453145],"about_ca_topic_score_codex":0.0012528006,"about_ca_topic_score_gemma":0.0005551098,"teacher_disagreement_score":0.19385085,"about_ca_system_score_codex":0.0002652649,"about_ca_system_score_gemma":0.000114391594,"threshold_uncertainty_score":0.99979854},"labels":[],"label_agreement":null},{"id":"W4286656171","doi":"10.2139/ssrn.4153098","title":"The Quality of Financial Advice: What Influences Client Recommendations?","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Advice (programming); Business; Quality (philosophy); Finance; Actuarial science; Computer science","score_opus":0.01573665609939553,"score_gpt":0.27979244385989843,"score_spread":0.2640557877605029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286656171","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":[0.99135137,0.0033786024,0.000050489438,0.0035601659,0.0009183925,0.00016226564,0.000002259731,0.000032952797,0.00054349756],"genre_scores_gemma":[0.9950046,0.0024674626,0.000025911453,0.0010690629,0.0006436242,0.000021383234,0.000024502133,0.000014720832,0.0007287582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713975,0.00012135875,0.0007621944,0.00020134576,0.0006856142,0.0010897462],"domain_scores_gemma":[0.9983489,0.00011544708,0.0009844532,0.00023981262,0.00030064172,0.000010725303],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061320015,0.00014648412,0.00022866407,0.00021225924,0.0018660935,0.0003581443,0.00060015015,0.000029254219,0.00035721512],"category_scores_gemma":[0.00038201277,0.000114354465,0.00022449113,0.000870827,0.000068086985,0.0015286716,0.00028145642,0.0010631741,0.00003177881],"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":[0.00028509158,0.0002025384,0.2341654,0.000025207331,0.000062685845,0.0000016967629,0.00017579748,0.0003688988,0.00016622082,0.6966591,0.0040110257,0.06387636],"study_design_scores_gemma":[0.0012007193,0.00015548986,0.13151178,0.000057231173,0.00018195514,0.00001903679,0.010339769,0.0008530054,0.000020530624,0.39890206,0.45626563,0.00049281033],"about_ca_topic_score_codex":0.000619113,"about_ca_topic_score_gemma":0.0027872862,"teacher_disagreement_score":0.4522546,"about_ca_system_score_codex":0.00040078154,"about_ca_system_score_gemma":0.00064913044,"threshold_uncertainty_score":0.99943334},"labels":[],"label_agreement":null},{"id":"W4286861890","doi":"10.2139/ssrn.4187706","title":"Split Personalities? Behavioral Effects of Temperature on Financial Decision-Making","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Behavioral economics; Personality psychology; Business; Psychology; Actuarial science; Accounting; Finance; Social psychology; Personality","score_opus":0.005593074396491858,"score_gpt":0.23346506015496377,"score_spread":0.2278719857584719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286861890","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":[0.9976484,0.00088682707,0.000038535072,0.000113823015,0.00071851315,0.00020003771,0.00000455066,0.000034323195,0.00035495762],"genre_scores_gemma":[0.99729407,0.0000605941,0.00006647892,0.0006753605,0.001237356,0.000018597684,0.000019401183,0.000041138494,0.00058701413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967103,0.00005114408,0.0004787504,0.00032841082,0.0009947842,0.0014366015],"domain_scores_gemma":[0.9989078,0.00011806174,0.00050805224,0.000245436,0.00020499979,0.0000156674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013712068,0.00026587382,0.00038184476,0.00056813593,0.0009295731,0.00015922809,0.0005095771,0.00007301307,0.00058155746],"category_scores_gemma":[0.0002932895,0.00025161286,0.00037338413,0.0009037535,0.00004287269,0.00053946505,0.00023488133,0.0018615075,0.00003755588],"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":[0.0016129974,0.0012182643,0.20966277,0.00021114068,0.000121376004,0.00022174978,0.0005434842,0.00075703335,0.0020770205,0.7389907,0.005952177,0.038631253],"study_design_scores_gemma":[0.007459751,0.002724363,0.2149645,0.0014619995,0.0018105065,0.0003983313,0.007082274,0.0017335785,0.00032178455,0.69265217,0.0664646,0.0029261676],"about_ca_topic_score_codex":0.00014126669,"about_ca_topic_score_gemma":0.00027957367,"teacher_disagreement_score":0.060512424,"about_ca_system_score_codex":0.00071090634,"about_ca_system_score_gemma":0.0006314985,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W4287323409","doi":"10.5281/zenodo.4561745","title":"Financial well-being","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Business","score_opus":0.0178414787570228,"score_gpt":0.21372334112690886,"score_spread":0.19588186236988606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287323409","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4389539,0.000106610554,0.00072640216,0.0012629866,0.00039526497,0.0003136925,0.000018758621,0.0011570759,0.5570653],"genre_scores_gemma":[0.99048513,0.000031565993,0.00024000392,0.0018889754,0.001301012,3.5866144e-8,0.0020247027,0.0009137673,0.0031148237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984274,0.000060256378,0.00028275655,0.00044354593,0.00041856448,0.00036749386],"domain_scores_gemma":[0.9983959,0.000012318637,0.00013451918,0.00040961686,0.0010239342,0.000023712977],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004973263,0.00015239493,0.00017485936,0.000288377,0.0021320458,0.0015004895,0.00059113867,0.000060430382,0.033275735],"category_scores_gemma":[0.0012054187,0.00017065952,0.00010107361,0.0013348864,0.00007200019,0.0007976,0.0013306321,0.0001973891,0.028373871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010744598,0.0003842603,0.0017242737,0.00031476538,0.000038301503,0.0002654596,0.00051720825,0.00010691723,0.010069343,0.26785696,0.6631142,0.05550091],"study_design_scores_gemma":[0.0003237043,0.000012577287,0.0058501433,0.00003848972,0.00003633098,0.000014556532,0.0000729207,0.00076169765,0.00040681715,0.0022276584,0.99004763,0.00020748391],"about_ca_topic_score_codex":0.000045207948,"about_ca_topic_score_gemma":0.0000026966768,"teacher_disagreement_score":0.5539505,"about_ca_system_score_codex":0.00006837627,"about_ca_system_score_gemma":0.000004821103,"threshold_uncertainty_score":0.99953604},"labels":[],"label_agreement":null},{"id":"W4287889725","doi":"10.2139/ssrn.4163869","title":"Unintended Benefits of Employment Protection Laws: Households' Stock Market Participation","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Unintended consequences; Business; Labour economics; Stock (firearms); Stock market; Economics; Law; Political science","score_opus":0.02047421049326039,"score_gpt":0.2293528297139282,"score_spread":0.2088786192206678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287889725","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":[0.99702513,0.00042010625,0.00046708164,0.00052480627,0.00027815785,0.00036301176,0.0000033616398,0.000062576,0.00085576164],"genre_scores_gemma":[0.99758995,0.000093633826,0.000021602282,0.00019898504,0.00045976223,0.000069077476,0.000021152482,0.000035375662,0.0015104424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997388,0.000068189955,0.0005219992,0.00024024113,0.000670404,0.0011111691],"domain_scores_gemma":[0.9988409,0.000012529039,0.0006719539,0.00020348401,0.00025687437,0.000014242983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020373694,0.0001760521,0.00024363714,0.00035157296,0.0005802699,0.000089762776,0.00028167228,0.00003766267,0.0007063905],"category_scores_gemma":[0.000097586766,0.00017442735,0.0001744979,0.0008361304,0.00003413177,0.0006579949,0.00017647602,0.0008430978,0.000018046045],"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":[0.0017901154,0.0014790668,0.4710215,0.00015899532,0.00044486884,0.000011344604,0.00039068572,0.0134413345,0.00250768,0.44264966,0.0048563117,0.061248425],"study_design_scores_gemma":[0.007130495,0.0018959518,0.5634616,0.00022556634,0.001923062,0.00016556929,0.0041172826,0.041686065,0.0007941558,0.2814739,0.094987296,0.0021390843],"about_ca_topic_score_codex":0.0007345503,"about_ca_topic_score_gemma":0.0013394959,"teacher_disagreement_score":0.16117577,"about_ca_system_score_codex":0.0006654248,"about_ca_system_score_gemma":0.00026161678,"threshold_uncertainty_score":0.773448},"labels":[],"label_agreement":null},{"id":"W4288801350","doi":"10.1257/pol.20200763","title":"How Much Are Public School Teachers Willing to Pay for Their Retirement Benefits? Comment","year":2022,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liberian dollar; Pension; Actuarial science; Quarter (Canadian coin); Value (mathematics); Economics; Willingness to pay; Present value; Upgrade; Annuity; Business; Demographic economics; Finance; Life annuity; Microeconomics","score_opus":0.02424530363787069,"score_gpt":0.24219816788783474,"score_spread":0.21795286424996405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288801350","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":[0.8882061,0.00009182436,0.00014596946,0.10882874,0.0009247794,0.0006761061,0.00014585316,0.00008382156,0.0008967534],"genre_scores_gemma":[0.961626,0.00008685486,0.00040239657,0.031220417,0.005583527,0.00024408734,0.000077197925,0.00011491866,0.00064459495],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705863,0.000058864007,0.00097116915,0.0006950398,0.00016651704,0.0010497696],"domain_scores_gemma":[0.99704325,0.000095951786,0.0019855788,0.00058240426,0.00009208803,0.00020072448],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013611222,0.00048003512,0.0008447901,0.001397404,0.0013657653,0.0016040502,0.0010951547,0.000040252802,0.0010089381],"category_scores_gemma":[0.00020683039,0.00046087778,0.0005421103,0.00036786936,0.00010055691,0.0016096466,0.0006755765,0.00048026213,0.00032186875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027675225,0.00025352777,0.6077756,0.000046280515,0.0005082288,0.000008468829,0.00069884124,0.017442286,0.00011653792,0.040386464,0.25296095,0.07952603],"study_design_scores_gemma":[0.00111155,0.00012922873,0.019978197,0.000025506577,0.000092088114,0.000015346572,0.00626813,0.008495756,0.00002095901,0.00233899,0.96075094,0.00077329203],"about_ca_topic_score_codex":0.003535669,"about_ca_topic_score_gemma":0.00080061116,"teacher_disagreement_score":0.70779,"about_ca_system_score_codex":0.004236721,"about_ca_system_score_gemma":0.00045831603,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W4290975066","doi":"10.22495/cocv19i4art7","title":"Financial literacy and crime incidence","year":2022,"lang":"en","type":"article","venue":"Corporate Ownership and Control","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Financial literacy; Corporate governance; Literacy; Property crime; Business; Finance; Economics; Criminology; Economic growth; Sociology; Violent crime","score_opus":0.018024389588751067,"score_gpt":0.20978841372206594,"score_spread":0.19176402413331486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290975066","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":[0.9964947,0.0009572544,0.00008762792,0.000808042,0.0002772032,0.0002714342,0.000010974419,0.00008071513,0.0010120221],"genre_scores_gemma":[0.99214524,0.00001723066,0.000041847143,0.0061311345,0.0005514976,0.000060880633,0.00004058171,0.000020232563,0.0009913443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864024,0.000041557523,0.00030066533,0.0004174874,0.0003006767,0.00029939963],"domain_scores_gemma":[0.9991701,0.00005968842,0.00040236997,0.00021000982,0.00013430514,0.000023487217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055341155,0.00021194451,0.00030603548,0.00020605038,0.0006293026,0.00036665393,0.00018914878,0.000042464893,0.00046155945],"category_scores_gemma":[0.0001589939,0.00019325785,0.00006915557,0.0005410063,0.000091569884,0.0009082029,0.000266076,0.00020778575,0.00005118883],"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":[0.0003597672,0.00006885827,0.92170084,0.00008697146,0.000012827863,0.00010455832,0.00016356663,0.000019834282,0.0010324154,0.06645819,0.002736797,0.0072553963],"study_design_scores_gemma":[0.0034996115,0.000105643885,0.7860376,0.00005560481,0.00040483623,0.00001780063,0.00016872263,0.019528287,0.000031304982,0.06189374,0.1273355,0.0009213244],"about_ca_topic_score_codex":0.00023050679,"about_ca_topic_score_gemma":0.000032231896,"teacher_disagreement_score":0.1356632,"about_ca_system_score_codex":0.000024616915,"about_ca_system_score_gemma":0.000039484203,"threshold_uncertainty_score":0.7880826},"labels":[],"label_agreement":null},{"id":"W4292202591","doi":"10.1093/restud/rdac057","title":"Wealth Dynamics in Communities","year":2022,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Crowds; Obstacle; Economics; National wealth; Key (lock); Finance; Computer science","score_opus":0.04093296613630397,"score_gpt":0.2931876030534377,"score_spread":0.25225463691713373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292202591","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":[0.68141043,0.29532266,5.975592e-7,0.00526692,0.0005648198,0.0006762151,0.000017587876,0.000032700926,0.016708061],"genre_scores_gemma":[0.8906931,0.104466595,0.000014688363,0.004271367,0.00014703111,0.000095038726,0.000041160245,0.000013600384,0.00025741087],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914634,0.00005373522,0.00048797735,0.0000921774,0.00008664735,0.00013311008],"domain_scores_gemma":[0.99910176,0.00012583184,0.00041027227,0.00031505935,0.000045015855,0.000002047455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014117237,0.00010622327,0.00048373893,0.0001243049,0.00028445915,0.000013594586,0.00037699664,0.0000063442562,0.0004506417],"category_scores_gemma":[0.000061491235,0.00008032654,0.00011379793,0.00023182863,0.00009033908,0.00016908703,0.00072985643,0.0001108697,0.0000649889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003033849,0.00010033554,0.6790472,0.012298347,0.00014982343,0.0000026908906,0.0008523013,0.00058092905,5.063547e-7,0.26689544,0.034238942,0.0058031506],"study_design_scores_gemma":[0.0013945071,0.000083323415,0.1091307,0.011362462,0.0011770615,0.0000056711365,0.056553174,0.03252488,0.0000019783429,0.03248258,0.7540603,0.0012233009],"about_ca_topic_score_codex":0.0018950792,"about_ca_topic_score_gemma":0.0033435437,"teacher_disagreement_score":0.7198214,"about_ca_system_score_codex":0.000255826,"about_ca_system_score_gemma":0.00001836038,"threshold_uncertainty_score":0.49342108},"labels":[],"label_agreement":null},{"id":"W4292400427","doi":"10.1111/cjag.12315","title":"Analysis of impacts of inflation on the distribution of household consumption expenditures","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Consumption (sociology); Inflation (cosmology); Consumer Expenditure Survey; Personal consumption expenditures price index; Quarter (Canadian coin); Unemployment; Aggregate income; Distribution (mathematics); Consumer expenditure; Household income; Demographic economics; Consumer spending; Aggregate expenditure; Labour economics; Agricultural economics; Income distribution; Personal income; Public economics; Macroeconomics; Recession; Geography; Inequality","score_opus":0.026429522012101914,"score_gpt":0.17446709990358736,"score_spread":0.14803757789148544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292400427","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":[0.9981154,0.00010856883,0.0000014735122,0.00051132066,0.00041293696,0.00018699981,0.0005109847,0.0000031511634,0.00014915873],"genre_scores_gemma":[0.99903,0.000019823185,0.000006047945,0.00017088643,0.00025742713,0.000006052355,0.0004688325,0.000011055499,0.000029854198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820143,0.000038065537,0.0011975744,0.00019745552,0.00004975389,0.00031574958],"domain_scores_gemma":[0.99649674,0.00012981401,0.0027393973,0.0002515359,0.00027726172,0.000105282605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069542165,0.00019936828,0.0006864641,0.00091080787,0.00024179167,0.00006253489,0.00046945614,0.00005947205,0.00078117714],"category_scores_gemma":[0.00014269321,0.00015611394,0.0005183198,0.0005496021,0.00011160917,0.0006255648,0.00004564576,0.00019877586,0.0000034267691],"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":[0.00014313788,0.000046836838,0.786247,0.00009269913,0.00076233636,0.000008434109,0.00047934134,0.15446514,0.00046445488,0.053600635,0.0033991272,0.00029082093],"study_design_scores_gemma":[0.0003443365,0.00009914761,0.99243283,0.000045948185,0.0008976678,0.000007846601,0.0008764067,0.0012310621,0.000234968,0.00040839004,0.0032207188,0.00020065512],"about_ca_topic_score_codex":0.06067341,"about_ca_topic_score_gemma":0.44021788,"teacher_disagreement_score":0.37954447,"about_ca_system_score_codex":0.0008349915,"about_ca_system_score_gemma":0.00020520667,"threshold_uncertainty_score":0.9455817},"labels":[],"label_agreement":null},{"id":"W4292636088","doi":"10.1080/00933104.2022.2104674","title":"Teaching young people more than “how to survive austerity”: From traditional financial literacy to critical economic literacy education","year":2022,"lang":"en","type":"article","venue":"Theory & Research in Social Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Financial literacy; Austerity; Critical literacy; Literacy; Cognitive reframing; Pedagogy; Focus group; Sociology; Qualitative research; Politics; Oppression; Political science; Psychology; Public relations; Mathematics education; Social science; Economics; Finance; Social psychology","score_opus":0.04809971347328864,"score_gpt":0.38405723380729606,"score_spread":0.33595752033400744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292636088","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":[0.9762555,0.000055734345,0.00006138955,0.016624216,0.002123662,0.0008034215,0.00010385018,0.000053889715,0.0039183483],"genre_scores_gemma":[0.9841274,0.0000017080661,0.00047803525,0.0023605886,0.009050653,0.0010014158,0.0013106419,0.00005034061,0.0016192144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99642587,0.00075144385,0.0004924159,0.00075201417,0.0009186238,0.0006596436],"domain_scores_gemma":[0.9982042,0.0006067722,0.00014291027,0.00036131337,0.0005995965,0.00008521062],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004060742,0.00025400013,0.00034580647,0.0015265157,0.0019559234,0.0010502506,0.0006746415,0.000087733875,0.0018874337],"category_scores_gemma":[0.0017246483,0.0003153854,0.00014808598,0.0014857051,0.00009705453,0.002245308,0.00056262955,0.0008449938,0.00034729182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091744226,0.0022298365,0.14403804,0.00018123792,0.00001796942,0.000005397166,0.06293358,0.00006653926,0.0007364246,0.66852975,0.053322352,0.067021415],"study_design_scores_gemma":[0.00031306673,0.000062810184,0.65166974,0.00014653763,0.000045074976,0.0000018511013,0.016399847,0.00064541184,0.000013461437,0.25628087,0.07383599,0.00058530725],"about_ca_topic_score_codex":0.016314546,"about_ca_topic_score_gemma":0.0015058309,"teacher_disagreement_score":0.5076317,"about_ca_system_score_codex":0.0013171597,"about_ca_system_score_gemma":0.001235802,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W4292745930","doi":"10.3102/1435803","title":"This Little Piggy Went Banking: Elementary Teachers' Perceptions of Financial Literacy Education","year":2019,"lang":"en","type":"article","venue":"Proceedings of the 2019 AERA Annual Meeting","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Perception; Literacy; Mathematics education; Finance; Computer science; Psychology; Pedagogy; Business","score_opus":0.004205892482361655,"score_gpt":0.2215697199001596,"score_spread":0.21736382741779794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292745930","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":[0.97681093,0.00015841448,9.2537624e-7,0.000465834,0.0006913849,0.00051498675,0.000014259978,0.000046677647,0.021296576],"genre_scores_gemma":[0.9928709,0.00001601985,0.0009474825,0.0007373388,0.001027474,0.000018769295,0.000038314934,0.000036126105,0.0043075504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978974,0.000009596945,0.00075004244,0.00040566074,0.00058774685,0.00034953767],"domain_scores_gemma":[0.9974093,0.000043207845,0.0010192632,0.00023245292,0.0012782867,0.000017509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081196777,0.00026249132,0.00039867108,0.00034917894,0.000234063,0.00014503459,0.0006447388,0.00010153341,0.0013905448],"category_scores_gemma":[0.00046724506,0.00021718758,0.00029353713,0.000867181,0.00007594083,0.0019786512,0.00047901072,0.0002398326,0.00024982664],"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":[0.000045070392,0.00023136906,0.93518364,0.00036592956,0.000015863146,6.3551475e-8,0.002348525,0.000008416273,0.020697627,0.0050959517,0.03317193,0.002835611],"study_design_scores_gemma":[0.0012004942,0.00011236456,0.86264145,0.0028073722,0.0006120731,0.0000030378376,0.004275012,0.001211133,0.0065394877,0.003800354,0.11579406,0.0010031477],"about_ca_topic_score_codex":0.0011279071,"about_ca_topic_score_gemma":0.0000129177415,"teacher_disagreement_score":0.08262213,"about_ca_system_score_codex":0.00007719378,"about_ca_system_score_gemma":0.00008232173,"threshold_uncertainty_score":0.9995223},"labels":[],"label_agreement":null},{"id":"W4294536976","doi":"10.33422/ijarme.v4i3.748","title":"Financial Capability Formation and the Variables that Effect It with Respect to Canadian Consumers","year":2021,"lang":"en","type":"article","venue":"International Journal of Applied Research in Management and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Financial literacy; Consumption (sociology); Net worth; Finance; Debt; Index (typography); Business; Financial services; Financial management; Economics","score_opus":0.024189690581089832,"score_gpt":0.2646664112672994,"score_spread":0.24047672068620957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294536976","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":[0.97512263,0.000055990957,0.00005124803,0.007020811,0.00016891886,0.00036255879,0.000002820874,0.0000030466213,0.017211998],"genre_scores_gemma":[0.99780774,0.0003088668,0.00037742767,0.001178522,0.00019984378,0.000018727267,0.000011153052,0.000008269618,0.00008946256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888664,0.00003717368,0.00033447798,0.0001913227,0.00031640354,0.0002339824],"domain_scores_gemma":[0.99918103,0.00018911707,0.00015562345,0.00012284493,0.00031888695,0.00003247468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032698931,0.0001053986,0.00021249149,0.0007956901,0.00016539558,0.00056302646,0.000281196,0.00003451935,0.00007317729],"category_scores_gemma":[0.00012609284,0.000077194745,0.00003933273,0.000300919,0.0001327883,0.0005453731,0.00023264154,0.00020849635,0.000015342279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061055333,0.00009714073,0.29717216,0.00037764918,0.00029918583,0.00037628072,0.00088891643,0.0028887258,0.00003245407,0.65412295,0.009504414,0.028134579],"study_design_scores_gemma":[0.016458938,0.0001318799,0.3427727,0.00080631307,0.00031026363,0.00006509121,0.0047745206,0.016693113,0.0003733416,0.15064035,0.4661305,0.0008430009],"about_ca_topic_score_codex":0.004756371,"about_ca_topic_score_gemma":0.04488111,"teacher_disagreement_score":0.5034826,"about_ca_system_score_codex":0.00023005507,"about_ca_system_score_gemma":0.0000824726,"threshold_uncertainty_score":0.97254735},"labels":[],"label_agreement":null},{"id":"W4295237409","doi":"10.2139/ssrn.4274372","title":"Advantageous Selection Without Moral Hazard (with an Application to Life Care Annuities)","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"Fondation du Risque; Agence Nationale de la Recherche","keywords":"Moral hazard; Selection (genetic algorithm); Actuarial science; Economics; Risk analysis (engineering); Business; Psychology; Computer science; Microeconomics; Incentive; Artificial intelligence","score_opus":0.011761797194951788,"score_gpt":0.25249152437476474,"score_spread":0.24072972717981295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295237409","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":[0.9804116,0.0007109362,0.015359492,0.00049480336,0.000634642,0.0010820043,0.000013723144,0.0006635549,0.0006292804],"genre_scores_gemma":[0.9928629,0.00037134413,0.0004551097,0.0005406748,0.0040604323,0.0001306491,0.0005000549,0.00018458608,0.0008942433],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957583,0.00003926022,0.0006130123,0.000764242,0.0007962341,0.002028937],"domain_scores_gemma":[0.99787104,0.000012177466,0.0006155501,0.00049007224,0.00093898125,0.000072158145],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00096237176,0.0005563596,0.0005940925,0.000991092,0.00053861405,0.0007938333,0.00068486686,0.00025103206,0.00003748981],"category_scores_gemma":[0.000071491806,0.0005162192,0.0002209031,0.0009516359,0.000039120652,0.0009823749,0.00032991447,0.0024746882,0.00031662162],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090319774,0.00017284518,0.87787575,0.00066509173,0.00042965796,0.000024205678,0.0006902867,0.05628685,0.00018277443,0.039002903,0.0014117422,0.02235472],"study_design_scores_gemma":[0.0054288493,0.0020219688,0.2996671,0.0018481727,0.00562861,0.00029573665,0.022925962,0.1286767,0.00013213944,0.46445712,0.060009256,0.008908383],"about_ca_topic_score_codex":0.0017145309,"about_ca_topic_score_gemma":0.032063864,"teacher_disagreement_score":0.5782086,"about_ca_system_score_codex":0.0013650768,"about_ca_system_score_gemma":0.0015272965,"threshold_uncertainty_score":0.99982667},"labels":[],"label_agreement":null},{"id":"W4296004819","doi":"10.3390/jrfm15090408","title":"Target Date Funds, Drawdown Risk, and Central Bank Intervention: Evidence during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drawdown (hydrology); Intervention (counseling); Liberian dollar; Target date fund; Coronavirus disease 2019 (COVID-19); Business; Federal funds; Finance; Economics; Medicine; Institutional investor; Monetary economics; Open-end fund; Monetary policy; Corporate governance; Engineering","score_opus":0.01712412575124213,"score_gpt":0.24033189250219683,"score_spread":0.2232077667509547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296004819","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":[0.9909605,0.004611852,0.0027025696,0.00039798263,0.00078091834,0.0003464018,0.000021795759,0.000031907653,0.00014606657],"genre_scores_gemma":[0.9928345,0.004571301,0.00027089336,0.0010058575,0.0009378895,0.0000191108,0.000009103717,0.000019528708,0.00033179816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976745,0.00015057297,0.000786319,0.00034618832,0.00064953574,0.00039287482],"domain_scores_gemma":[0.9981814,0.00011956637,0.0012611602,0.00026336988,0.00011447208,0.000060006383],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023070348,0.00024925623,0.00038312012,0.0004693973,0.0016904173,0.00036597086,0.00046290894,0.000040815485,0.0005180588],"category_scores_gemma":[0.0005911539,0.00019501,0.00025238562,0.00070452003,0.000114932736,0.0010367928,0.0009987894,0.0005664578,0.000008782287],"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":[0.0004518213,0.00008938176,0.9782145,0.0002601307,0.000033745404,0.00013871306,0.00035964727,0.0008253196,0.000009666792,0.0024225889,0.00355213,0.013642344],"study_design_scores_gemma":[0.0010383378,0.000049714607,0.63518703,0.00007708449,0.00040773346,0.000031055028,0.00045438018,0.00047255936,0.0000010672189,0.002907961,0.35917515,0.00019796874],"about_ca_topic_score_codex":0.00082951237,"about_ca_topic_score_gemma":0.00027094223,"teacher_disagreement_score":0.355623,"about_ca_system_score_codex":0.00013102502,"about_ca_system_score_gemma":0.000033284003,"threshold_uncertainty_score":0.99960923},"labels":[],"label_agreement":null},{"id":"W4296129456","doi":"10.1016/j.jfineco.2022.09.001","title":"Measuring the welfare cost of asymmetric information in consumer credit markets","year":2022,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"University of Chicago","keywords":"Welfare; Economics; Information asymmetry; Consumer welfare; Monetary economics; Business; Microeconomics; Financial economics; Market economy","score_opus":0.013896822152993168,"score_gpt":0.19251044506482837,"score_spread":0.1786136229118352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296129456","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":[0.99559087,0.00015095716,0.000023012975,0.0005995776,0.0008985633,0.00017694569,0.00001165429,0.0000044295907,0.0025440012],"genre_scores_gemma":[0.9987878,0.000059335565,0.00006898912,0.0006339583,0.00040436236,0.000007324893,0.0000112680245,0.000009311921,0.000017629693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843746,0.000025802434,0.0010334147,0.00008238763,0.00024188141,0.00017904383],"domain_scores_gemma":[0.9978336,0.00006232597,0.0016519773,0.000152819,0.00028892307,0.000010320675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017167802,0.000117542666,0.0003347247,0.0009898138,0.00023975436,0.00009817011,0.00040423643,0.000039731876,0.00026370247],"category_scores_gemma":[0.0006604922,0.00010466631,0.00018547912,0.0008351252,0.00003556595,0.0017216288,0.00020840621,0.00030138536,0.00001586434],"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":[0.00078528497,0.00019426664,0.8819443,0.0001474072,0.000036209003,0.000020355854,0.00030291858,0.018920107,0.000016771084,0.026908938,0.00957987,0.061143573],"study_design_scores_gemma":[0.000818363,0.000020393734,0.61459756,0.000025075664,0.0000603613,0.00000774506,0.00018744188,0.0043864883,0.00001752629,0.00061493815,0.37913033,0.00013377274],"about_ca_topic_score_codex":0.00023436685,"about_ca_topic_score_gemma":0.00013614108,"teacher_disagreement_score":0.36955047,"about_ca_system_score_codex":0.0001996295,"about_ca_system_score_gemma":0.00012326291,"threshold_uncertainty_score":0.42681682},"labels":[],"label_agreement":null},{"id":"W4296396547","doi":"10.3389/fpsyg.2022.977818","title":"Motivations for personal financial management: A Self-Determination Theory perspective","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Psychology; Amotivation; Self-determination theory; Finance; Prosperity; Perspective (graphical); Financial literacy; Intrinsic motivation; Financial management; Relevance (law); Psychological intervention; Social psychology; Economics","score_opus":0.010515548771755742,"score_gpt":0.26295350295138786,"score_spread":0.2524379541796321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296396547","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":[0.71339995,0.0018305277,0.15782955,0.0052059214,0.017422749,0.0056573953,0.00014077708,0.00082886463,0.097684234],"genre_scores_gemma":[0.9726342,0.000019861096,0.016950116,0.0064352225,0.0010145986,0.0011062648,0.0002404724,0.000063207015,0.0015360886],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998502,0.000058081394,0.00030820214,0.0005386268,0.00024268286,0.00035040255],"domain_scores_gemma":[0.99942124,0.000035322733,0.00020823115,0.00019266982,0.00013368555,0.000008875783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072169886,0.00017932215,0.0002459725,0.0011470913,0.00048280734,0.00005010713,0.00030924907,0.000064802305,0.0004886062],"category_scores_gemma":[0.00012351369,0.0002113266,0.00015511746,0.0011529664,0.00006113575,0.00042458993,0.00015484003,0.00019980836,0.00002329395],"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":[0.0008780256,0.0009134403,0.52179897,0.0001469473,0.000055599845,0.000042405944,0.0024847393,0.0000300285,0.000025251273,0.25151289,0.19772483,0.024386857],"study_design_scores_gemma":[0.0030396648,0.00007511324,0.31522828,0.000020122958,0.00022099915,0.000004112446,0.0032903112,0.021140235,0.0000016862597,0.3876766,0.26877603,0.00052681606],"about_ca_topic_score_codex":0.00002931547,"about_ca_topic_score_gemma":0.000015982907,"teacher_disagreement_score":0.2592342,"about_ca_system_score_codex":0.00023147158,"about_ca_system_score_gemma":0.000020002819,"threshold_uncertainty_score":0.86176485},"labels":[],"label_agreement":null},{"id":"W4296553797","doi":"10.21033/wp-2022-40","title":"Retirement Savings Adequacy in U.S. Defined Contribution Plans","year":2022,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Economics; Actuarial science","score_opus":0.030815398993615274,"score_gpt":0.2620375121745449,"score_spread":0.23122211318092964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296553797","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28728074,0.0024962767,0.0001158027,0.0026290212,0.008516746,0.004748801,0.00040539636,0.0013883237,0.6924189],"genre_scores_gemma":[0.9369197,0.0009610169,0.00020037111,0.0035622364,0.0045023225,0.000533592,0.021321664,0.00026049576,0.03173861],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943158,0.00003995252,0.001496229,0.0010332675,0.0023374036,0.00077731675],"domain_scores_gemma":[0.9970703,0.00008289764,0.0012172818,0.0007217548,0.0008841405,0.000023610932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023925113,0.00065189827,0.0010927516,0.001552105,0.0003510095,0.00038123832,0.00062077213,0.00034048257,0.020656493],"category_scores_gemma":[0.0013408412,0.0006514344,0.0004556883,0.0017885715,0.000051925672,0.0008301927,0.00082357094,0.00076081033,0.0005975082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010502521,0.00024801344,0.71330494,0.0005273872,0.0000489373,0.00018543507,0.000028809285,0.000053826083,0.000058583133,0.011194003,0.27300945,0.0012355826],"study_design_scores_gemma":[0.0007476571,0.000019127301,0.101825096,0.00026322206,0.00034601326,0.0000028182656,0.000055785742,0.0006431417,0.000010635105,0.000830298,0.89446735,0.00078886247],"about_ca_topic_score_codex":0.022723189,"about_ca_topic_score_gemma":0.010401859,"teacher_disagreement_score":0.6606803,"about_ca_system_score_codex":0.0013509317,"about_ca_system_score_gemma":0.00040622082,"threshold_uncertainty_score":0.9995937},"labels":[],"label_agreement":null},{"id":"W4297474728","doi":"10.1111/jbfa.12658","title":"The elusive relation between pension discount rates and deficits","year":2022,"lang":"en","type":"article","venue":"Journal of Business Finance &amp Accounting","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; University of Reading","keywords":"Pension; Inference; Economics; Relation (database); Discretion; Actuarial science; Estimation; Econometrics; Empirical evidence; Finance; Computer science; Political science","score_opus":0.01696454551485258,"score_gpt":0.23732268721160518,"score_spread":0.2203581416967526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297474728","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":[0.99559075,0.0014633163,0.00032742933,0.0014087675,0.0007973935,0.00019054397,0.000004071764,0.000023547564,0.00019416549],"genre_scores_gemma":[0.9969515,0.0002367259,0.0002536542,0.00039819707,0.0019030767,0.000010139744,0.000029211018,0.00004230507,0.0001751841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724865,0.000046079345,0.0010360309,0.0003016028,0.00096440874,0.00040320578],"domain_scores_gemma":[0.9955154,0.00028849227,0.0024943508,0.00028029754,0.0014092335,0.000012239336],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022893748,0.00027666008,0.00048276832,0.0004508119,0.002267927,0.00070749427,0.00047890717,0.00006323005,0.000070035654],"category_scores_gemma":[0.0010064823,0.00021112464,0.00015401353,0.0018521249,0.00010382507,0.0028260634,0.0005990286,0.0005174073,0.000026698395],"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":[0.00013207829,0.000044301305,0.98587036,0.00007619071,0.000022120037,0.000022487991,0.0001286442,0.0025939185,0.0004977372,0.0032363872,0.0023873043,0.004988495],"study_design_scores_gemma":[0.0005152686,0.000013807381,0.86777014,0.00016297736,0.00018810983,0.000026514153,0.00025625408,0.0014354769,0.000016048694,0.0021418773,0.12719417,0.0002793406],"about_ca_topic_score_codex":0.00026608162,"about_ca_topic_score_gemma":0.00011048342,"teacher_disagreement_score":0.124806866,"about_ca_system_score_codex":0.00013025843,"about_ca_system_score_gemma":0.00009218655,"threshold_uncertainty_score":0.999031},"labels":[],"label_agreement":null},{"id":"W4297910701","doi":"10.2139/ssrn.4207204","title":"Why Do Loss Firms Pay Taxes?","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Business; Economics; Monetary economics","score_opus":0.006253262710586024,"score_gpt":0.20684359812678824,"score_spread":0.20059033541620222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297910701","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":[0.986889,0.002218104,0.00064890186,0.005078247,0.0012014819,0.00027544028,0.0000073415454,0.00013229589,0.003549201],"genre_scores_gemma":[0.98910046,0.00029036126,0.000026017535,0.0041226223,0.0020877381,0.000019387477,0.00003763939,0.000051007206,0.0042647994],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996243,0.000046679837,0.00045416018,0.00034476488,0.00080922636,0.0021021909],"domain_scores_gemma":[0.9989977,0.000024871184,0.00048139016,0.00029342138,0.0001816505,0.00002099333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022017667,0.00024612586,0.00028591455,0.0004663103,0.0012503879,0.00038467027,0.00066271727,0.000044164044,0.0032250565],"category_scores_gemma":[0.00009786256,0.00020067598,0.0002968546,0.0011092282,0.00004208752,0.0010041712,0.00036592977,0.001965453,0.00027988537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023628002,0.00033188268,0.5098694,0.000037985315,0.00017296901,0.00011047676,0.000117445066,0.0006775948,0.00025925698,0.42081252,0.056492426,0.010881769],"study_design_scores_gemma":[0.00087092264,0.0000807492,0.00661102,0.000016699272,0.00018387249,0.0001338298,0.00077217753,0.00083682215,0.000007509383,0.22648148,0.763555,0.0004499426],"about_ca_topic_score_codex":0.000808709,"about_ca_topic_score_gemma":0.0012221674,"teacher_disagreement_score":0.70706254,"about_ca_system_score_codex":0.00071961264,"about_ca_system_score_gemma":0.000410142,"threshold_uncertainty_score":0.99768615},"labels":[],"label_agreement":null},{"id":"W4299834633","doi":"10.21034/wp.617","title":"Consumer Bankruptcy: A Fresh Start","year":2003,"lang":"de","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":104,"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; Western University","funders":"","keywords":"Bankruptcy; Fresh Start; Debt; Asset (computer security); Consumer debt; Liability; Business; Economics; Life insurance; Monetary economics; Actuarial science; Finance; Macroeconomics","score_opus":0.021828073053529243,"score_gpt":0.2342711942240091,"score_spread":0.21244312117047986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299834633","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":[0.6627506,0.012491372,0.0005924409,0.0023507073,0.013471992,0.0040415255,0.00015259619,0.0010823144,0.30306643],"genre_scores_gemma":[0.8321115,0.0026024317,0.0052152704,0.023583507,0.007641154,0.00028179845,0.0042852913,0.00057163485,0.12370742],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99289054,0.0001212626,0.0019225539,0.002183923,0.0014831993,0.0013985258],"domain_scores_gemma":[0.9946525,0.0001302249,0.0014333683,0.0021746804,0.0015199148,0.00008931256],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0015234543,0.001478409,0.0017613529,0.0012243806,0.000671101,0.0020694789,0.001213325,0.00085445674,0.10125178],"category_scores_gemma":[0.0006498372,0.0014537841,0.001149194,0.0016214366,0.00029793286,0.0012429585,0.0021130568,0.0012164589,0.048626784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009313389,0.00040693776,0.5765759,0.0011533606,0.00033466096,0.000106713305,0.00008306177,0.00006137677,0.00008622403,0.018078301,0.40250704,0.00051333243],"study_design_scores_gemma":[0.0010814646,0.000015248513,0.039547574,0.0006393955,0.0023293507,0.0000015106325,0.00014502917,0.0028431925,0.000058572434,0.004911761,0.9464084,0.002018502],"about_ca_topic_score_codex":0.004846225,"about_ca_topic_score_gemma":0.0015218713,"teacher_disagreement_score":0.5439013,"about_ca_system_score_codex":0.0002195925,"about_ca_system_score_gemma":0.00027044106,"threshold_uncertainty_score":0.9997965},"labels":[],"label_agreement":null},{"id":"W4300943262","doi":"10.3386/w12391","title":"How Household Portfolios Evolve After Retirement: The Effect of Aging and Health Shocks","year":2006,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health and Retirement Study; Economics; Demographic economics; Econometrics; Gerontology; Medicine","score_opus":0.1732072660808101,"score_gpt":0.4203390789210183,"score_spread":0.2471318128402082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300943262","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":[0.69643205,0.017280247,0.000007074199,0.008450003,0.0014547327,0.005309852,0.00030103012,0.00010748811,0.27065754],"genre_scores_gemma":[0.99196064,0.00050202856,0.000024912895,0.00009512598,0.0021788862,0.00011687351,0.000612329,0.00006496093,0.004444257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955026,0.00010348744,0.0009810155,0.00063734653,0.0022690445,0.00050649606],"domain_scores_gemma":[0.9964826,0.0004046236,0.0012139506,0.00048080768,0.0013935975,0.000024435827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010111152,0.000347921,0.0008795094,0.0015874916,0.00025646767,0.0003463411,0.0005083085,0.00022220411,0.00016773146],"category_scores_gemma":[0.0005523165,0.00026967714,0.00032106697,0.00053397205,0.00032210766,0.0005885933,0.00047081232,0.0005815889,0.000016749858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012872748,0.00006326347,0.77714163,0.003123413,0.00018476562,0.000010601666,0.00002406346,0.00016688522,0.000026148853,0.014730692,0.20231931,0.0020805008],"study_design_scores_gemma":[0.0035479271,0.0005298171,0.6733299,0.0040761586,0.00073318597,0.000018244891,0.00011464707,0.004984045,0.0005984143,0.05059354,0.25963476,0.0018393628],"about_ca_topic_score_codex":0.012873511,"about_ca_topic_score_gemma":0.0012635904,"teacher_disagreement_score":0.2955286,"about_ca_system_score_codex":0.0007955366,"about_ca_system_score_gemma":0.0007334177,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W4301771399","doi":"10.2139/ssrn.1652784","title":"Getting to the Top of Mind: How Reminders Increase Saving","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Business; Internet privacy; Cognitive psychology; Computer science","score_opus":0.005683110230266895,"score_gpt":0.21020515406566503,"score_spread":0.20452204383539813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301771399","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":[0.99455935,0.00015890162,0.00029124293,0.003559368,0.00034325273,0.00015431886,6.7305325e-7,0.0000171575,0.0009157527],"genre_scores_gemma":[0.99621683,0.000021092104,0.00024202184,0.00071052,0.002028435,0.0000033625206,0.000006106735,0.000026980168,0.0007446406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975681,0.000021883032,0.00034717444,0.00023139633,0.00047666734,0.001354825],"domain_scores_gemma":[0.9988203,0.000062528365,0.00045670627,0.00032935519,0.0003062817,0.000024839817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030715098,0.00018564663,0.00023329856,0.0003407077,0.00043010677,0.00028619933,0.00056406105,0.000072369054,0.00019030913],"category_scores_gemma":[0.0008481786,0.00013563219,0.00019252508,0.000675765,0.000044879813,0.00071260415,0.00015949977,0.0014204879,0.00007423227],"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":[0.00015671067,0.00012317557,0.79150033,0.000045759152,0.000133936,0.000011014189,0.00033640346,0.000078163874,0.029838543,0.10628839,0.0027897027,0.0686979],"study_design_scores_gemma":[0.0034082462,0.00021488224,0.5137721,0.00042203334,0.001597643,0.00020078421,0.0093445,0.004689044,0.0019295042,0.13449423,0.32757095,0.002356138],"about_ca_topic_score_codex":0.0006189418,"about_ca_topic_score_gemma":0.007340467,"teacher_disagreement_score":0.32478124,"about_ca_system_score_codex":0.00012382871,"about_ca_system_score_gemma":0.00032705948,"threshold_uncertainty_score":0.6171392},"labels":[],"label_agreement":null},{"id":"W4302154359","doi":"10.2139/ssrn.2085200","title":"The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Endogeneity; Economics; Earned income tax credit; Instrumental variable; National Longitudinal Surveys; Disadvantaged; Adjusted gross income; Demographic economics; Econometrics; Family income; Panel data; Income tax; Gross income; Labour economics; Tax credit; State income tax; Public economics; Tax reform; Economic growth","score_opus":0.015399139668104151,"score_gpt":0.2601210057887139,"score_spread":0.24472186612060973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302154359","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":[0.99111265,0.00623909,0.00007489038,0.0011196443,0.00033937753,0.00022604624,0.000004715101,0.000025841802,0.00085775886],"genre_scores_gemma":[0.9942157,0.0019377848,0.000010015484,0.0003313871,0.003201898,0.000007637914,0.000011375395,0.000035356694,0.00024881132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963022,0.000107890235,0.00062142627,0.00022417401,0.0008074774,0.0019368659],"domain_scores_gemma":[0.99796534,0.00036661504,0.0008741411,0.00053704536,0.00022509375,0.000031742442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041971467,0.000304843,0.00032847017,0.00018428623,0.0010728076,0.00033282515,0.0010444804,0.00007684613,0.00012879436],"category_scores_gemma":[0.00059244724,0.00016009794,0.0004533928,0.00077273545,0.000108786626,0.0015336339,0.00024895955,0.0015010451,0.0002133997],"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":[0.0002774842,0.0001034398,0.97174597,0.0000066051402,0.00021061393,9.396061e-7,0.00008752666,0.000090731766,0.00031707404,0.024213066,0.00063940964,0.0023071188],"study_design_scores_gemma":[0.0004882048,0.00012713404,0.9738578,0.00024429863,0.00019891119,0.0000050136623,0.0002978901,0.00030812516,0.000023777287,0.020930868,0.0032897291,0.0002282368],"about_ca_topic_score_codex":0.004659709,"about_ca_topic_score_gemma":0.0010361432,"teacher_disagreement_score":0.0043013054,"about_ca_system_score_codex":0.0005361641,"about_ca_system_score_gemma":0.0002967529,"threshold_uncertainty_score":0.8251277},"labels":[],"label_agreement":null},{"id":"W4302437607","doi":"10.2139/ssrn.1636817","title":"Getting to the Top of Mind: How Reminders Increase Saving","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Salience (neuroscience); Consumption (sociology); Test (biology); Computer science; Economics; Psychology; Cognitive psychology","score_opus":0.005683110230266895,"score_gpt":0.21020515406566503,"score_spread":0.20452204383539813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302437607","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":[0.99455935,0.00015890162,0.00029124293,0.003559368,0.00034325273,0.00015431886,6.7305325e-7,0.0000171575,0.0009157527],"genre_scores_gemma":[0.99621683,0.000021092104,0.00024202184,0.00071052,0.002028435,0.0000033625206,0.000006106735,0.000026980168,0.0007446406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975681,0.000021883032,0.00034717444,0.00023139633,0.00047666734,0.001354825],"domain_scores_gemma":[0.9988203,0.000062528365,0.00045670627,0.00032935519,0.0003062817,0.000024839817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030715098,0.00018564663,0.00023329856,0.0003407077,0.00043010677,0.00028619933,0.00056406105,0.000072369054,0.00019030913],"category_scores_gemma":[0.0008481786,0.00013563219,0.00019252508,0.000675765,0.000044879813,0.00071260415,0.00015949977,0.0014204879,0.00007423227],"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":[0.00015671067,0.00012317557,0.79150033,0.000045759152,0.000133936,0.000011014189,0.00033640346,0.000078163874,0.029838543,0.10628839,0.0027897027,0.0686979],"study_design_scores_gemma":[0.0034082462,0.00021488224,0.5137721,0.00042203334,0.001597643,0.00020078421,0.0093445,0.004689044,0.0019295042,0.13449423,0.32757095,0.002356138],"about_ca_topic_score_codex":0.0006189418,"about_ca_topic_score_gemma":0.007340467,"teacher_disagreement_score":0.32478124,"about_ca_system_score_codex":0.00012382871,"about_ca_system_score_gemma":0.00032705948,"threshold_uncertainty_score":0.6171392},"labels":[],"label_agreement":null},{"id":"W4303987484","doi":"10.1108/jfc-07-2022-0167","title":"Victimisation of investors from fraudulent investment schemes and their protection through financial education","year":2022,"lang":"en","type":"article","venue":"Journal of Financial Crime","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Aboriginal Affairs Northern Dev Canada","funders":"","keywords":"Financial literacy; Investment (military); Odds; Victimisation; Finance; Psychological intervention; Logistic regression; Business; Actuarial science; Economics; Poison control; Political science; Psychology; Injury prevention; Medicine; Law","score_opus":0.019508500941862284,"score_gpt":0.2221565291507108,"score_spread":0.2026480282088485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303987484","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":[0.99638736,0.000834992,0.00039408632,0.00036806244,0.0011515088,0.00029877925,0.000009214764,0.000016104786,0.00053990504],"genre_scores_gemma":[0.99503905,0.000032856486,0.0009181277,0.002158995,0.0017149355,0.000029102472,0.000032021657,0.000020520023,0.00005439873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826556,0.000051596,0.00078416226,0.00022478729,0.00049742655,0.000176455],"domain_scores_gemma":[0.99782544,0.000027181806,0.0014688373,0.00017508875,0.0004834352,0.000020017973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542345,0.00020586896,0.00040492942,0.0004238771,0.00036436092,0.00007048353,0.0002139954,0.000074371754,0.00024496313],"category_scores_gemma":[0.0005310735,0.00018867386,0.00018720233,0.00064779876,0.00006925623,0.0012466842,0.00017574965,0.00031887458,0.0000061666046],"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":[0.003113893,0.0046789516,0.55780745,0.0009964794,0.00019844923,0.00003870534,0.012628728,0.0011910156,0.08267504,0.1771165,0.06575975,0.093795024],"study_design_scores_gemma":[0.0012992523,0.00033100633,0.5715237,0.00023005749,0.00029902882,0.000010574881,0.00073327264,0.0006630678,0.005754617,0.07235841,0.3463187,0.00047829465],"about_ca_topic_score_codex":0.0014641177,"about_ca_topic_score_gemma":0.000052475712,"teacher_disagreement_score":0.28055894,"about_ca_system_score_codex":0.00017374277,"about_ca_system_score_gemma":0.0004156293,"threshold_uncertainty_score":0.7693897},"labels":[],"label_agreement":null},{"id":"W4306969268","doi":"10.18280/ijsdp.170635","title":"Moderating Role of Personality in Relationship to Financial Attitude, Financial Behaviour, Financial Knowledge and Financial Capability","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Personality; Financial analysis; Financial literacy; Psychology; Business; Social psychology","score_opus":0.01586250780456586,"score_gpt":0.255554465917426,"score_spread":0.23969195811286012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306969268","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":[0.9979548,0.00056774326,0.0001568199,0.00017586045,0.00039537734,0.00024712225,0.000009327699,0.000011249818,0.00048170594],"genre_scores_gemma":[0.9974624,0.0000041033322,0.0013291612,0.00033692492,0.00060830504,0.000028544697,0.000037579914,0.000014267418,0.00017872103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974783,0.00005936321,0.0010496206,0.00032898108,0.00070939225,0.00037431446],"domain_scores_gemma":[0.99801785,0.00013845322,0.0006447018,0.00009164793,0.0010621424,0.00004523132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002070791,0.00024055902,0.0004426566,0.0011453372,0.00055807846,0.00015770456,0.00036169193,0.0000915168,0.00008117293],"category_scores_gemma":[0.0024572117,0.0002644829,0.00009998217,0.0007332353,0.00005732524,0.00097559596,0.0005958259,0.0004876822,0.0000019194636],"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":[0.000527339,0.00020128663,0.9731069,0.00009868602,0.000009130031,0.0002779993,0.007290684,0.0012784773,0.000058015623,0.0143891405,0.0007680946,0.0019941987],"study_design_scores_gemma":[0.0009319692,0.000046501875,0.9763562,0.00015741048,0.000034761622,0.000016884798,0.0027450216,0.00073310407,0.00005382522,0.004041479,0.014593624,0.0002892058],"about_ca_topic_score_codex":0.0004924711,"about_ca_topic_score_gemma":0.00024282657,"teacher_disagreement_score":0.013825529,"about_ca_system_score_codex":0.0003562803,"about_ca_system_score_gemma":0.0008023464,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W4307292952","doi":"10.1257/aer.20210290","title":"Evaluating Deliberative Competence: A Simple Method with an Application to Financial Choice","year":2022,"lang":"en","type":"article","venue":"American Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; TIAA Institute; Alfred P. Sloan Foundation","keywords":"Psychological intervention; Financial literacy; Metric (unit); Economics; Outcome (game theory); Competence (human resources); Welfare; Econometrics; Actuarial science; Simple (philosophy); Computer science; Microeconomics; Psychology; Finance; Operations management","score_opus":0.029314203659016946,"score_gpt":0.34954886584625205,"score_spread":0.3202346621872351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307292952","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":[0.98306525,0.0019111182,0.0063687605,0.0022601057,0.00015244358,0.0031229306,0.000031553842,0.00019524184,0.0028925994],"genre_scores_gemma":[0.79146254,0.0007746518,0.079659075,0.12024463,0.0022250582,0.0040484634,0.0010728914,0.00018372615,0.0003289955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998166,0.00012126018,0.00055086944,0.00063684385,0.0002350817,0.00028994563],"domain_scores_gemma":[0.99843943,0.0000935022,0.0007901728,0.0005120112,0.00013410863,0.00003076524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013007129,0.0002309033,0.0006380078,0.00016432324,0.00044602505,0.0001037584,0.00043421547,0.000010777602,0.00095590507],"category_scores_gemma":[0.00017106619,0.00022096315,0.000110945635,0.0009543517,0.00005149257,0.00064431725,0.00026868383,0.00014314719,0.00035020124],"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":[0.00013384527,0.00013434052,0.07201521,0.000494562,0.000038554757,0.0000038898233,0.00015472871,0.0105057005,0.00013481617,0.007704162,0.008046501,0.9006337],"study_design_scores_gemma":[0.00050949,0.00048578286,0.047424812,0.00024954198,0.0005063459,0.0000060031584,0.00028966673,0.09857433,0.000008223143,0.0007518183,0.85026205,0.0009319119],"about_ca_topic_score_codex":0.0046658614,"about_ca_topic_score_gemma":0.0011537374,"teacher_disagreement_score":0.8997018,"about_ca_system_score_codex":0.00020869383,"about_ca_system_score_gemma":0.00011426949,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W4307550132","doi":"10.3390/jrfm15110494","title":"An Uphill Battle: Financial Education in Romania in the Midst of Societal Transformation","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Consumerism; Public relations; Political science; Literacy; Economic growth; Sociology; Business; Economics; Finance","score_opus":0.005261456794520647,"score_gpt":0.21779864172895833,"score_spread":0.21253718493443768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307550132","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":[0.9974452,0.00037619268,0.00028964042,0.00016399796,0.00047299603,0.00028177942,0.000006621995,0.0000047909316,0.0009587599],"genre_scores_gemma":[0.9985867,0.00023777771,0.00021088801,0.0004888735,0.00041037577,0.000017481938,0.000022987906,0.000009332551,0.000015570917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982933,0.0000751584,0.00076351105,0.00015802437,0.00052169716,0.00018834164],"domain_scores_gemma":[0.9990482,0.000034926274,0.0006446365,0.00015180183,0.000110223526,0.000010255859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017773021,0.00014448246,0.00028933727,0.00075786083,0.00022784117,0.00007693363,0.00034815716,0.000040641797,0.00007107769],"category_scores_gemma":[0.00008537508,0.00012193042,0.00013144348,0.0010509663,0.000040023413,0.0009902379,0.00007979852,0.0003138682,0.0000024624749],"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":[0.00048337047,0.001495751,0.7453279,0.0002872705,0.000008083225,0.000050449966,0.005107688,0.0011142113,0.000060365448,0.08957652,0.003113115,0.15337531],"study_design_scores_gemma":[0.0009339533,0.00009286803,0.9210043,0.00005860213,0.00011135921,0.0000038021376,0.0021119167,0.00068627554,0.0000027989086,0.00641836,0.06843161,0.00014415367],"about_ca_topic_score_codex":0.00056907325,"about_ca_topic_score_gemma":0.0006157112,"teacher_disagreement_score":0.17567645,"about_ca_system_score_codex":0.00007843161,"about_ca_system_score_gemma":0.0000796315,"threshold_uncertainty_score":0.4972178},"labels":[],"label_agreement":null},{"id":"W4307964394","doi":"10.3390/jrfm15110488","title":"Financial Literacy of Adults in Germany FILSA Study Results","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Competence (human resources); Construct (python library); Structural equation modeling; The Internet; Psychology; Order (exchange); Finance; Business; Medical education; Computer science; Social psychology","score_opus":0.005764275220298025,"score_gpt":0.21547625175273177,"score_spread":0.20971197653243376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307964394","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":[0.9976248,0.00040115253,0.00008651448,0.000057914756,0.0006616364,0.0004929901,0.000027893984,0.00001246999,0.0006346187],"genre_scores_gemma":[0.9983373,0.00023798854,0.00034555263,0.00027739827,0.00063017535,0.000022026403,0.000011734541,0.000020431311,0.00011735238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967916,0.00008887283,0.0015545371,0.00036434308,0.000862083,0.00033855173],"domain_scores_gemma":[0.9976438,0.000074501244,0.0016479971,0.00030234008,0.00031022058,0.000021140517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002190225,0.0002638819,0.0006469385,0.0014580352,0.00032562335,0.000103392886,0.00046610914,0.000048519192,0.0001124001],"category_scores_gemma":[0.00044713527,0.0002528721,0.00022766487,0.0016065078,0.000048455622,0.0008541332,0.0007003406,0.00048405278,0.000008629883],"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":[0.005185302,0.0025902702,0.8949682,0.0003174645,0.000028845297,0.0009773092,0.0037152022,0.00088311895,0.000015681864,0.0062796483,0.0042681075,0.08077085],"study_design_scores_gemma":[0.0046800515,0.00032040026,0.9136957,0.00015711691,0.00023660123,0.000004620451,0.00092863437,0.00049206906,0.0000026307055,0.0024586662,0.07675229,0.00027124904],"about_ca_topic_score_codex":0.00074545323,"about_ca_topic_score_gemma":0.00030963312,"teacher_disagreement_score":0.0804996,"about_ca_system_score_codex":0.00008088901,"about_ca_system_score_gemma":0.00004276812,"threshold_uncertainty_score":0.9999924},"labels":[],"label_agreement":null},{"id":"W4308595621","doi":"10.1287/mksc.2022.1404","title":"Cashing Out Retirement Savings at Job Separation","year":2022,"lang":"en","type":"article","venue":"Marketing Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Matching (statistics); Separation (statistics); Leakage (economics); Job loss; Business; Labour economics; Economics; Computer science; Unemployment; Mathematics; Statistics; Machine learning","score_opus":0.01744664204652635,"score_gpt":0.2578890187439142,"score_spread":0.24044237669738783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308595621","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":[0.9620778,0.000039361938,0.00001923659,0.0004993974,0.0007616147,0.00021512508,0.0000015675903,0.00013527162,0.0362506],"genre_scores_gemma":[0.99302655,0.000001752618,0.00035897255,0.0016053434,0.0003668212,0.000036409336,0.000018134375,0.000019157029,0.0045668697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683905,0.000057443598,0.0003984866,0.00067050493,0.0015012587,0.0005332312],"domain_scores_gemma":[0.9988747,0.00008645753,0.0003824809,0.0003978091,0.00023649122,0.00002205963],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007245231,0.0001821349,0.00018201617,0.00048969523,0.00326327,0.0006255954,0.0007460573,0.000020947182,0.00224868],"category_scores_gemma":[0.0012127327,0.0001913847,0.00009399476,0.0018833434,0.00017308567,0.0014974119,0.0017110263,0.00017418094,0.0002679768],"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":[0.00009032485,0.000041390726,0.9572504,0.00005973382,0.0000031125771,0.000019455574,0.00038766305,0.0004937266,0.024144849,0.0018535985,0.01398496,0.0016707793],"study_design_scores_gemma":[0.00039594053,0.000020899637,0.7492872,0.00008136374,0.00007648739,0.0000045747183,0.0004934828,0.056383792,0.00040516892,0.0003533196,0.19181964,0.0006781696],"about_ca_topic_score_codex":0.00042835015,"about_ca_topic_score_gemma":0.0002469065,"teacher_disagreement_score":0.20796324,"about_ca_system_score_codex":0.00053107145,"about_ca_system_score_gemma":0.00006283399,"threshold_uncertainty_score":0.9986634},"labels":[],"label_agreement":null},{"id":"W4309000713","doi":"10.1177/00207640221136795","title":"Changes in household debt due to COVID-19 and mental health concerns among adults in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Ottawa; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Pandemic; Household debt; Debt; Medicine; Suicidal ideation; Household income; Odds; Demography; Odds ratio; Environmental health; Young adult; Logistic regression; Coronavirus disease 2019 (COVID-19); Gerontology; Suicide prevention; Poison control; Psychiatry; Geography; Business","score_opus":0.0156195884498372,"score_gpt":0.2599846037283496,"score_spread":0.24436501527851237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309000713","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":[0.9651501,0.000085765096,0.000002527833,0.032031007,0.0023316552,0.00015328643,0.000025445917,0.000005890568,0.00021432426],"genre_scores_gemma":[0.9808386,0.0000063246875,0.00005650725,0.017958699,0.0009929556,0.000008122196,0.000037659924,0.00001350229,0.00008763028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998336,0.00003169815,0.0005061831,0.00017383814,0.00075325,0.00019902595],"domain_scores_gemma":[0.9992452,0.000018131355,0.0005475239,0.00004668883,0.00009873872,0.00004371944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050269294,0.00012185253,0.00026177836,0.00055235665,0.00020379339,0.00008313049,0.00033781092,0.000026114825,0.0004986002],"category_scores_gemma":[0.00004723415,0.00013450508,0.00006162548,0.00033422475,0.000024128607,0.00031577438,0.00019608892,0.0003156064,8.0700903e-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":[0.0002810219,0.00009543982,0.9673742,0.000019595684,0.000018894487,0.000072735456,0.0013390727,0.00020238812,0.000003144102,0.0015416655,0.028816406,0.00023540712],"study_design_scores_gemma":[0.001435689,0.000029994753,0.94742334,0.000066254055,0.000007461988,0.000010731393,0.002275862,0.00007676479,3.2562824e-7,0.00058596954,0.047949817,0.00013776925],"about_ca_topic_score_codex":0.932445,"about_ca_topic_score_gemma":0.99877757,"teacher_disagreement_score":0.066332564,"about_ca_system_score_codex":0.0017892459,"about_ca_system_score_gemma":0.0010939988,"threshold_uncertainty_score":0.5484958},"labels":[],"label_agreement":null},{"id":"W4309000810","doi":"10.3390/jrfm15110528","title":"Family Communication, Privacy Orientation, &amp; Financial Literacy: A Survey of U.S. College Students","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Socialization; Conversation; Psychology; Public relations; Finance; Business; Political science; Social psychology","score_opus":0.014841097324501017,"score_gpt":0.258457381847813,"score_spread":0.24361628452331197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309000810","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":[0.99658376,0.0010626054,0.00087880576,0.0000582615,0.00060532155,0.00039233218,0.00009608426,0.000016059932,0.00030677867],"genre_scores_gemma":[0.9961183,0.0009124484,0.0016412233,0.00064540363,0.0002631776,0.000024172594,0.00011166161,0.000026016778,0.00025756596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967472,0.00018396981,0.0013283911,0.00029195828,0.0011656414,0.0002828646],"domain_scores_gemma":[0.99634665,0.00012622756,0.0019695011,0.0004703969,0.0010559042,0.000031339187],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031594117,0.00025548873,0.0005976162,0.00090950413,0.0007559253,0.00017001783,0.0009264542,0.000051803156,0.00016390068],"category_scores_gemma":[0.0007252133,0.000254737,0.00020104779,0.0019502606,0.000092402974,0.0009445323,0.0012216088,0.00037307345,0.000014947703],"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":[0.000587077,0.00053841976,0.9616454,0.00011290307,0.000029129817,0.000028016235,0.0006322565,0.00014552585,0.000010462216,0.009109538,0.01647763,0.010683618],"study_design_scores_gemma":[0.001360664,0.00005384288,0.7662985,0.00006351214,0.0002278422,0.0000025792656,0.00013641537,0.00005291571,0.0000014635541,0.0032692617,0.22833872,0.0001942909],"about_ca_topic_score_codex":0.0014826725,"about_ca_topic_score_gemma":0.00034772267,"teacher_disagreement_score":0.21186109,"about_ca_system_score_codex":0.00009926489,"about_ca_system_score_gemma":0.00008164331,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W4309548612","doi":"10.3390/jrfm15110542","title":"Mindsponge-Based Reasoning of Households’ Financial Resilience during the COVID-19 Crisis","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Financial crisis; Recession; Investment (military); Finance; Business; Financial market; Misinformation; Resilience (materials science); Psychological resilience; Economics; Political science; Psychology; Macroeconomics; Politics","score_opus":0.008820645220765345,"score_gpt":0.2129683196585625,"score_spread":0.20414767443779716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309548612","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":[0.995677,0.0006853281,0.0018906989,0.0006496654,0.0005173744,0.0002979594,0.000020863801,0.000024271048,0.00023687295],"genre_scores_gemma":[0.99567986,0.00021962922,0.00056879944,0.0027271232,0.0006298823,0.000022051641,0.0000051979,0.00002470987,0.00012273477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973017,0.00009596285,0.00091929594,0.0003305807,0.0009864311,0.0003660352],"domain_scores_gemma":[0.9976875,0.00010862718,0.0015874739,0.00036014247,0.00020980233,0.000046456298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022367607,0.00025650096,0.00048581083,0.00068977027,0.001287764,0.00013837818,0.00065984024,0.00005227267,0.0001998311],"category_scores_gemma":[0.00085250917,0.00020903155,0.00031983716,0.0014568579,0.00012304683,0.0005033878,0.0005801847,0.0004271526,0.0000044466933],"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":[0.002165389,0.000454631,0.91856676,0.00069242495,0.000036635727,0.00058234646,0.00080999703,0.018226873,0.00010152216,0.017748486,0.03215128,0.008463644],"study_design_scores_gemma":[0.002177083,0.0001116031,0.61442196,0.000072471965,0.00055068714,0.00001814996,0.0007379219,0.0006404795,0.000040217445,0.0025683772,0.37829483,0.00036619316],"about_ca_topic_score_codex":0.00066390017,"about_ca_topic_score_gemma":0.00015673005,"teacher_disagreement_score":0.34614354,"about_ca_system_score_codex":0.0001505837,"about_ca_system_score_gemma":0.000119597324,"threshold_uncertainty_score":0.990457},"labels":[],"label_agreement":null},{"id":"W4310215195","doi":"10.14267/phd.2022056","title":"Personal Bankruptcy Systems in the EU – Measuring Leniency","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Legislature; Order (exchange); Business; Actuarial science; Economics; Accounting; Political science; Finance; Law","score_opus":0.023261600070611777,"score_gpt":0.23664578250141796,"score_spread":0.21338418243080617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310215195","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":[0.83198845,0.0013202868,0.0000010896587,0.00012654818,0.0018237407,0.0006470107,0.0000040844184,0.00010030493,0.16398846],"genre_scores_gemma":[0.9829039,0.000031807303,0.0000068748686,0.0007333619,0.0013065074,0.00020359729,0.0016844781,0.000057465455,0.013072014],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971225,0.00005196782,0.0005998037,0.0005370318,0.0013028925,0.00038575046],"domain_scores_gemma":[0.998924,0.000057568745,0.00045139375,0.00035797316,0.00020205011,0.000006990406],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011863995,0.0003696191,0.0004358667,0.00080474233,0.00046134603,0.0006415616,0.0007165333,0.00013024789,0.00444098],"category_scores_gemma":[0.00014642956,0.00028429984,0.0002691351,0.0013970941,0.000015327963,0.00076926104,0.000093975264,0.00048443343,0.000321452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039283565,0.0010738308,0.6682606,0.006828634,0.00023875464,0.00047774235,0.012787504,0.00055407267,0.0005478971,0.21641348,0.084933445,0.0074912217],"study_design_scores_gemma":[0.00074717373,0.000021659169,0.45718578,0.0005495618,0.0007583874,0.0000033565004,0.029433185,0.012122591,0.0000060072916,0.00058259425,0.4971835,0.001406212],"about_ca_topic_score_codex":0.011146508,"about_ca_topic_score_gemma":0.0061324188,"teacher_disagreement_score":0.41225004,"about_ca_system_score_codex":0.00011064454,"about_ca_system_score_gemma":0.00006190586,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W4311728820","doi":"10.3390/jrfm15120582","title":"Financial Literacy Levels among Saudi Citizens across Budgeting, Saving, Investment, Debt, and Insurance Dimensions","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Debt; Investment (military); Business; Descriptive statistics; Government (linguistics); Finance; Test (biology); Actuarial science; Political science","score_opus":0.008767551020024364,"score_gpt":0.22789363754639136,"score_spread":0.219126086526367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311728820","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":[0.995709,0.0017188506,0.0003552419,0.000101617654,0.0009049654,0.00037397852,0.00006408796,0.00004118303,0.00073106866],"genre_scores_gemma":[0.99425256,0.00087866373,0.0010290042,0.0024004227,0.0009703353,0.000031119613,0.000017057995,0.00004366192,0.00037715744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685127,0.00008756986,0.001103569,0.00052468304,0.0008089897,0.0006239297],"domain_scores_gemma":[0.9976538,0.00009493155,0.0015302944,0.00031909184,0.00033678926,0.00006509943],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016615508,0.00042094055,0.0006857358,0.00066046644,0.0017793559,0.00044725777,0.0004138484,0.00008550468,0.0001357264],"category_scores_gemma":[0.0005339607,0.00040606278,0.00027212544,0.0011147844,0.00019967374,0.0013315652,0.0013043615,0.0006469809,0.000011788279],"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":[0.00022166311,0.00021711156,0.94813496,0.00017837119,0.00002892965,0.00033320146,0.0010289649,0.00017816004,0.000051311687,0.014213498,0.0062439307,0.029169912],"study_design_scores_gemma":[0.0014601117,0.000083863735,0.8126561,0.00015624153,0.00023351231,0.000018649778,0.0002525367,0.00024194948,0.000006080131,0.010083197,0.17440982,0.0003979465],"about_ca_topic_score_codex":0.0003819316,"about_ca_topic_score_gemma":0.00020151159,"teacher_disagreement_score":0.16816589,"about_ca_system_score_codex":0.000105775456,"about_ca_system_score_gemma":0.000042180494,"threshold_uncertainty_score":0.9998391},"labels":[],"label_agreement":null},{"id":"W4312197051","doi":"10.3386/w30790","title":"The Insurance Implications of Government Student Loan Repayment Schemes","year":2022,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University; McMaster University; Statistics Canada; Western University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Student loan; Government (linguistics); Business; Loan; Actuarial science; Finance","score_opus":0.21097507704870685,"score_gpt":0.4686162059223627,"score_spread":0.25764112887365587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312197051","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21787435,0.0025019736,0.0000014106918,0.0027998553,0.0010851296,0.0019081489,0.00043118725,0.000032673954,0.77336526],"genre_scores_gemma":[0.9854464,0.0013620667,0.000039910734,0.000062568375,0.0011348904,0.00040651442,0.00055255333,0.000043392014,0.010951715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99366236,0.00006355615,0.0012631012,0.0005487098,0.004097803,0.00036445766],"domain_scores_gemma":[0.99505305,0.00062695285,0.001341156,0.000702925,0.0022593343,0.000016565578],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0070558325,0.00022357835,0.0004847421,0.00045780785,0.00059101544,0.00017105248,0.0011832097,0.00011100397,0.0013629863],"category_scores_gemma":[0.0012317209,0.0001922408,0.00032322787,0.00057165755,0.00025620416,0.00031754887,0.001087158,0.00048577407,0.00008284397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007995732,0.0003014291,0.3469076,0.000304999,0.00024329017,0.0000019141405,0.000028067723,0.00036889355,0.00013853886,0.5080931,0.14161506,0.0019171766],"study_design_scores_gemma":[0.00036301033,0.000034776407,0.24533316,0.00010304372,0.000067411216,0.0000017951807,0.00016418098,0.0002089559,0.00009676125,0.046198744,0.70715857,0.00026958223],"about_ca_topic_score_codex":0.0024666158,"about_ca_topic_score_gemma":0.0008313872,"teacher_disagreement_score":0.76757205,"about_ca_system_score_codex":0.0023962199,"about_ca_system_score_gemma":0.0009838379,"threshold_uncertainty_score":0.9995499},"labels":[],"label_agreement":null},{"id":"W4312304819","doi":"10.2139/ssrn.4260797","title":"Technological Change and the Finance Wage Premium","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Wage; Labour economics","score_opus":0.01210043430479261,"score_gpt":0.19910843908490838,"score_spread":0.18700800478011578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312304819","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":[0.9851757,0.0065779206,0.0001462513,0.0060147345,0.00021701919,0.0003579461,0.0000013700173,0.00008517394,0.0014238256],"genre_scores_gemma":[0.9956937,0.0012570734,0.000016847367,0.0012367634,0.0006982915,0.00006662518,0.000006041564,0.000017357814,0.0010073372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979279,0.000046582245,0.00025350516,0.00022917977,0.00037508708,0.0011677498],"domain_scores_gemma":[0.9994151,0.000036962534,0.0002800118,0.0001959948,0.00006619132,0.0000057281645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028847586,0.00015311918,0.00021462888,0.00019572802,0.001128172,0.00016053367,0.0004607143,0.00003991596,0.00019707085],"category_scores_gemma":[0.00012725615,0.00010357155,0.00012412074,0.0006693307,0.00019652072,0.000500676,0.00046826093,0.0015301412,0.000033123597],"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":[0.00014628966,0.000046616213,0.04433594,0.000006254469,0.000022385102,0.000010327703,0.00005203142,0.000012921763,0.000032213036,0.9397234,0.00040876973,0.015202903],"study_design_scores_gemma":[0.0031271023,0.00010640275,0.029370222,0.000025971614,0.00028059157,0.0002487546,0.0017819841,0.005306784,0.000009459133,0.65325415,0.3059499,0.00053869974],"about_ca_topic_score_codex":0.00016805307,"about_ca_topic_score_gemma":0.00021709662,"teacher_disagreement_score":0.30554113,"about_ca_system_score_codex":0.0002223684,"about_ca_system_score_gemma":0.00009681573,"threshold_uncertainty_score":0.8677102},"labels":[],"label_agreement":null},{"id":"W4312595270","doi":"10.55951/nurture.v3i1.43","title":"Young Adults’ Knowledge about Savings","year":2009,"lang":"en","type":"article","venue":"NURTURE","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Autorité des Marchés Financiers","keywords":"Financial independence; Sample (material); Independence (probability theory); Finance; Demographic economics; Personal income; Psychology; Business; Economic growth; Economics","score_opus":0.006801658903807068,"score_gpt":0.21967618836404004,"score_spread":0.21287452946023297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312595270","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":[0.89040536,0.00102857,0.000030123745,0.0009061931,0.00077727385,0.00025386416,0.0000026073774,0.00033217575,0.10626385],"genre_scores_gemma":[0.98938435,0.000017349106,0.00019101976,0.0034721624,0.002708847,0.0000059889485,0.00007356231,0.000024746432,0.004121982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866194,0.0000073096535,0.0002934677,0.00038811623,0.00028565727,0.00036349363],"domain_scores_gemma":[0.9991395,0.00001446727,0.00017930345,0.00035029964,0.00029819112,0.00001824529],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001784171,0.0002492601,0.00026818772,0.00025310024,0.00023195837,0.000273209,0.00032900213,0.00013911143,0.00082589523],"category_scores_gemma":[0.00014275245,0.00022145151,0.0001805355,0.0008168267,0.000030493951,0.0009118758,0.000069324946,0.00020776699,0.001623613],"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":[0.00016799606,0.00036968384,0.656888,0.00021152916,0.000022245466,0.000054280485,0.0009203896,0.000011634772,0.0013768149,0.055641446,0.24247475,0.041861244],"study_design_scores_gemma":[0.00048640236,0.000014692882,0.68139225,0.00018621754,0.00009815846,0.000001617885,0.000057009263,0.0017706373,0.000039768165,0.0020352793,0.31356087,0.000357105],"about_ca_topic_score_codex":0.00020373712,"about_ca_topic_score_gemma":0.00022940256,"teacher_disagreement_score":0.10214187,"about_ca_system_score_codex":0.00004034527,"about_ca_system_score_gemma":0.000014483487,"threshold_uncertainty_score":0.99915373},"labels":[],"label_agreement":null},{"id":"W4312823589","doi":"10.2139/ssrn.3258056","title":"The Effect of Financial Literacy on Emergency Fund Adequacy","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Financial literacy; Business; Finance; Financial system; Actuarial science","score_opus":0.007242830640910202,"score_gpt":0.2517127453894299,"score_spread":0.2444699147485197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312823589","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":[0.9935781,0.0011068692,0.00015429925,0.00030976118,0.0010436663,0.0001973948,9.0625474e-7,0.00003125923,0.0035777576],"genre_scores_gemma":[0.99263227,0.00053256133,0.000007877582,0.00017095357,0.004742984,0.0000072068156,0.0000068391378,0.00003168838,0.0018676022],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681574,0.000066294546,0.00061973045,0.00026352584,0.00054596603,0.0016887407],"domain_scores_gemma":[0.99848473,0.000102951875,0.0006360456,0.00034205586,0.00041648684,0.000017752645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028134023,0.00026674522,0.00031088953,0.00028827655,0.0009159875,0.00018321649,0.0005751733,0.00007707425,0.00034613584],"category_scores_gemma":[0.00055301393,0.0001723761,0.00033194863,0.00085068797,0.00010523274,0.00079794036,0.00010731364,0.000895391,0.00047262164],"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":[0.0016701003,0.00013278017,0.50015795,0.00008394631,0.00013138237,0.000008275153,0.00012816269,0.000011776959,0.0007645607,0.34428462,0.0077204127,0.14490606],"study_design_scores_gemma":[0.0048610936,0.0044564963,0.21960922,0.00041992863,0.001073979,0.000054273667,0.0001855644,0.0032066181,0.001731719,0.34076172,0.42210856,0.0015308214],"about_ca_topic_score_codex":0.00016950932,"about_ca_topic_score_gemma":0.0007806151,"teacher_disagreement_score":0.41438815,"about_ca_system_score_codex":0.00018813653,"about_ca_system_score_gemma":0.00023964378,"threshold_uncertainty_score":0.7045128},"labels":[],"label_agreement":null},{"id":"W4313209962","doi":"10.3934/qfe.2022029","title":"The insolvency choice during an economic crisis: the case of Canada","year":2022,"lang":"en","type":"article","venue":"Quantitative Finance and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Insolvency; Bankruptcy; Debtor; Debt; Financial crisis; Reform Act; Economics; Financial system; Business; Finance; Creditor; Political science; Law; Macroeconomics","score_opus":0.013771890937154148,"score_gpt":0.22397216728380592,"score_spread":0.21020027634665178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313209962","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":[0.99782896,0.0004569562,0.000001439691,0.0006893364,0.0003005921,0.00014087993,0.000034003933,0.000007663368,0.0005401678],"genre_scores_gemma":[0.9989817,0.00016569752,0.000035332625,0.00045873105,0.00014129315,0.000037742644,0.000012567263,0.000014911061,0.00015200835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991037,0.000023679911,0.00035111568,0.00025189505,0.000046115507,0.00022347836],"domain_scores_gemma":[0.9991214,0.00012509157,0.00040813588,0.00028795478,0.00004963647,0.000007777073],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00042674577,0.00013019735,0.00019335895,0.00006325621,0.0015947389,0.00011867925,0.00027586112,0.0000150144015,0.000067501765],"category_scores_gemma":[0.000042200376,0.00010191882,0.0000547609,0.0001396838,0.000076128905,0.00067281496,0.000228984,0.000119533215,0.000006091038],"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":[0.00024236085,0.00008147497,0.21047293,0.000107362495,0.00008070485,0.000098198405,0.0011682868,0.02212904,0.000034266795,0.75382346,0.010177,0.0015849193],"study_design_scores_gemma":[0.0013927931,0.00014325553,0.3862264,0.000029579945,0.00021404595,0.00006534257,0.027005242,0.14922775,0.00010600195,0.014620207,0.41997,0.0009994046],"about_ca_topic_score_codex":0.30953595,"about_ca_topic_score_gemma":0.6923858,"teacher_disagreement_score":0.7392033,"about_ca_system_score_codex":0.00011219104,"about_ca_system_score_gemma":0.00011497232,"threshold_uncertainty_score":0.9997051},"labels":[],"label_agreement":null},{"id":"W4313212492","doi":"10.1596/1813-9450-10230","title":"Evening the Credit Score? Impact of Psychometric Loan Appraisal for Women Entrepreneurs","year":2022,"lang":"en","type":"book","venue":"World Bank policy research working paper","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; World Bank Group","keywords":"Evening; Loan; Psychology; Clinical psychology; Actuarial science; Business; Finance","score_opus":0.07660595599246196,"score_gpt":0.37120518255918084,"score_spread":0.2945992265667189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313212492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03974747,0.0024592925,0.000010165982,0.0029268558,0.0021837864,0.004477368,0.00017823417,0.00032384365,0.947693],"genre_scores_gemma":[0.33611906,0.00015005269,0.00005162121,0.00076129945,0.017667552,0.0008591665,0.0006084664,0.00033988288,0.6434429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926951,0.00020081279,0.0011256108,0.0011678644,0.0028005026,0.0020101338],"domain_scores_gemma":[0.99396855,0.0025287308,0.0010338085,0.0016127568,0.0007734454,0.00008272515],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005138851,0.0007284669,0.0011108391,0.008844495,0.0013177352,0.0008228391,0.0023132488,0.00021326297,0.008537539],"category_scores_gemma":[0.003222357,0.0005679061,0.0011817593,0.010230393,0.00046883986,0.0005645214,0.0016522183,0.0017808992,0.00017547491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007962171,0.0002500235,0.16754863,0.00075199996,0.00052933855,0.000017966462,0.00053882896,0.0004040342,0.00012210397,0.042293355,0.7662043,0.020543186],"study_design_scores_gemma":[0.0006900226,0.00008500818,0.025365697,0.0004181761,0.000126437,0.0000013703494,0.00004736588,0.00022416253,0.0000020621696,0.0117958,0.9606947,0.0005492083],"about_ca_topic_score_codex":0.001999719,"about_ca_topic_score_gemma":0.00058721245,"teacher_disagreement_score":0.3042501,"about_ca_system_score_codex":0.0015721079,"about_ca_system_score_gemma":0.0010970718,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4313364853","doi":"10.1257/mac.20200134","title":"A Risky Venture: Income Dynamics among Pass-Through Business Owners","year":2022,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Stylized fact; Economics; Demographic economics; Panel Study of Income Dynamics; Income tax; Income in kind; Labour economics; Comprehensive income; Gross income; Public economics; Macroeconomics; State income tax","score_opus":0.005114650267191658,"score_gpt":0.20338449574758366,"score_spread":0.198269845480392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313364853","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":[0.99152184,0.00008598319,0.00018020335,0.0012767229,0.0022088222,0.00024337808,0.00006239401,0.00009645011,0.004324192],"genre_scores_gemma":[0.993081,0.00015985219,0.00053271645,0.003572956,0.0019532994,0.00004696201,0.00016252184,0.00012430623,0.00036642337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714303,0.000055839675,0.0011956714,0.0006444599,0.0002070935,0.0007538803],"domain_scores_gemma":[0.99669874,0.000074944524,0.002474421,0.00055344414,0.00013566331,0.0000627862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008289296,0.00047294944,0.0008447018,0.0006348239,0.0012044817,0.0007703396,0.0010584019,0.00005493937,0.0027297717],"category_scores_gemma":[0.00006817851,0.0005307639,0.00042334027,0.0007069893,0.00041018688,0.0023878235,0.000859245,0.0007639574,0.0006136854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015703986,0.00008834931,0.95210993,0.000025278287,0.00012743426,0.000066907014,0.00009644731,0.026078293,0.000007079264,0.010396757,0.0045184507,0.0063280505],"study_design_scores_gemma":[0.0017615382,0.000083063765,0.6861746,0.000032842472,0.00037872532,0.00016477477,0.0026941965,0.07960027,0.000003444784,0.010482602,0.21710467,0.0015192869],"about_ca_topic_score_codex":0.0074839625,"about_ca_topic_score_gemma":0.0019829764,"teacher_disagreement_score":0.26593533,"about_ca_system_score_codex":0.0020352965,"about_ca_system_score_gemma":0.00020238332,"threshold_uncertainty_score":0.9997144},"labels":[],"label_agreement":null},{"id":"W4315652419","doi":"10.1016/j.jeoa.2023.100441","title":"Determinants of early-access to retirement savings: Lessons from the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"The Journal of the Economics of Ageing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"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":"Quarter (Canadian coin); Government (linguistics); Market liquidity; Coronavirus disease 2019 (COVID-19); Welfare; Business; Pandemic; Economics; Finance; Actuarial science; Medicine","score_opus":0.08321055277439211,"score_gpt":0.31740117285903413,"score_spread":0.23419062008464203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315652419","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":[0.9949926,0.00007470481,0.00002233329,0.004060405,0.0005052702,0.00021071485,0.0000112398875,0.0000117713,0.000110935216],"genre_scores_gemma":[0.9969297,0.00016894384,0.000040244548,0.002238635,0.00051808974,0.0000020363186,0.0000017328397,0.000022972974,0.00007766228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837357,0.00006887826,0.0009386084,0.00013939933,0.00024929532,0.00023025644],"domain_scores_gemma":[0.99680835,0.0004787136,0.0019845143,0.00053349964,0.00016958684,0.000025307569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783031,0.00016006839,0.000419911,0.00020686987,0.00032440363,0.00016722667,0.0019890985,0.000044785895,0.00007565983],"category_scores_gemma":[0.0008062946,0.00008988982,0.00028267415,0.00053419813,0.000106021835,0.0006670597,0.0009893357,0.00019497241,0.000025862848],"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":[0.00016607657,0.000020352421,0.9854576,0.000049479444,0.000059284896,0.000004850712,0.0009119351,0.007087814,0.0015639436,0.0002355724,0.0033871462,0.0010559636],"study_design_scores_gemma":[0.00055117183,0.0000314141,0.98012096,0.00037389412,0.00046729879,0.0000038384233,0.000622235,0.0032418682,0.0006515363,0.007880809,0.005854512,0.00020047353],"about_ca_topic_score_codex":0.003242997,"about_ca_topic_score_gemma":0.0017145383,"teacher_disagreement_score":0.0076452363,"about_ca_system_score_codex":0.00010227878,"about_ca_system_score_gemma":0.00008256379,"threshold_uncertainty_score":0.4902463},"labels":[],"label_agreement":null},{"id":"W4315702079","doi":"10.1787/49b866bc-en","title":"Simplified non-financial accounts for households and NPISH: Canada","year":2023,"lang":"en","type":"other","venue":"National accounts of OECD countries","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Business; Finance; Geography","score_opus":0.01292307828184501,"score_gpt":0.2316091672595317,"score_spread":0.2186860889776867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315702079","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24941769,0.0062769256,0.00033390708,0.0055108033,0.022895193,0.014438833,0.03392353,0.0042824144,0.6629207],"genre_scores_gemma":[0.6697051,0.001024421,0.00071982713,0.015613298,0.022995384,0.0008674521,0.0038440174,0.004135301,0.2810952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960831,0.000006954323,0.00076321716,0.0007120041,0.0019121395,0.00052263093],"domain_scores_gemma":[0.9969118,0.0002540489,0.0011495744,0.00032725657,0.0013297724,0.000027536953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059918145,0.0005954318,0.00087930757,0.0008090069,0.0002809594,0.00031917714,0.00056932477,0.0004376924,0.0009594691],"category_scores_gemma":[0.00079028384,0.00060863706,0.00017699719,0.00054146966,0.00018121836,0.00084412284,0.00025140244,0.0002000364,0.00017267061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010439863,0.000041065145,0.039854355,0.00075291115,0.000077460136,0.0000060541697,0.000012207557,0.000014307893,0.000008829085,0.014716387,0.94411314,0.00029887317],"study_design_scores_gemma":[0.0010094845,0.000011041998,0.044867646,0.00027354126,0.00022178877,7.5691827e-7,0.000023340253,0.0003033921,0.00001634895,0.002119115,0.9504998,0.0006537609],"about_ca_topic_score_codex":0.27046832,"about_ca_topic_score_gemma":0.6279445,"teacher_disagreement_score":0.4202874,"about_ca_system_score_codex":0.00028625553,"about_ca_system_score_gemma":0.0012537382,"threshold_uncertainty_score":0.9999538},"labels":[],"label_agreement":null},{"id":"W4316037009","doi":"10.1108/978-1-80382-533-520231004","title":"LIVE Pension Fund: A Question of Board Independence during Icelandair’s Share Offering","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Sherritt (Canada)","funders":"","keywords":"Independence (probability theory); Pension fund; Pension; Target date fund; Business; Actuarial science; Economics; Finance; Mathematics; Open-end fund; Statistics; Institutional investor; Corporate governance","score_opus":0.029436074306803988,"score_gpt":0.23633857126159583,"score_spread":0.20690249695479185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316037009","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30490434,0.0004157408,0.000055830184,0.00019047054,0.0017340125,0.0015082423,0.000065969754,0.0013313536,0.68979406],"genre_scores_gemma":[0.55097103,0.00018310221,0.00014333363,0.00018934414,0.0013900528,0.000017704495,0.0005399175,0.00019376882,0.44637176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969658,0.000008322616,0.0008354932,0.00076064514,0.0010607244,0.00036896893],"domain_scores_gemma":[0.9976809,0.000055709224,0.0009276222,0.0005672275,0.00074473815,0.000023812849],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043450727,0.00054453535,0.0007817294,0.0010156583,0.00022004783,0.00020254045,0.00039617476,0.00044318303,0.0048654117],"category_scores_gemma":[0.00014225705,0.00052856206,0.00038799812,0.00023604247,0.00006204152,0.00093957904,0.00076614367,0.00045878446,0.0028832366],"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":[0.0009858016,0.00019835806,0.3812822,0.012159258,0.000510641,0.0009802826,0.0005508065,0.0005549601,0.0041251816,0.5797997,0.013833828,0.0050189663],"study_design_scores_gemma":[0.0038558452,0.00018873643,0.77274895,0.026999893,0.0038824254,0.000021190805,0.0004407397,0.012624732,0.00056985376,0.044314522,0.12713555,0.007217603],"about_ca_topic_score_codex":0.0021640933,"about_ca_topic_score_gemma":0.003062383,"teacher_disagreement_score":0.5354852,"about_ca_system_score_codex":0.0000995637,"about_ca_system_score_gemma":0.00004049507,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W4316664171","doi":"10.3390/jrfm16010053","title":"Is More Financial Literacy Always Beneficial? An Investigation through a Mediator","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Colby College","keywords":"Financial literacy; Preference; Mediation; Psychology; Literacy; Finance; Business; Economics; Political science; Pedagogy; Microeconomics","score_opus":0.014664929654895251,"score_gpt":0.24560553117531,"score_spread":0.23094060152041476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316664171","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":[0.9967945,0.00033860534,0.0006400764,0.000505815,0.001034766,0.00029044432,0.000021296704,0.00008752689,0.0002869316],"genre_scores_gemma":[0.98738146,0.001827494,0.0022471426,0.0036586726,0.0045582363,0.00001801768,0.00008016626,0.000052959553,0.00017584061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719405,0.000036389698,0.0010202348,0.00043538972,0.00084201974,0.0004719189],"domain_scores_gemma":[0.9979602,0.00005578658,0.0010912978,0.00032690563,0.0005061521,0.000059658683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011303888,0.00035840762,0.0005654478,0.0010070705,0.0005141763,0.000414181,0.00041312556,0.00014939652,0.00010831426],"category_scores_gemma":[0.000376816,0.00032396006,0.00027565937,0.002061948,0.00010716647,0.0030332052,0.0003043319,0.00033074137,0.00014417576],"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":[0.00044522394,0.00027081606,0.79166126,0.00055615185,0.000042304197,0.00044842405,0.006047048,0.0002591349,0.0000891858,0.05318788,0.046760842,0.10023171],"study_design_scores_gemma":[0.0012634047,0.000090722766,0.72446024,0.00023027549,0.00050378934,0.0000042981223,0.00044691178,0.002118426,0.000042160056,0.045655433,0.22471541,0.00046895377],"about_ca_topic_score_codex":0.00032883263,"about_ca_topic_score_gemma":0.0000947829,"teacher_disagreement_score":0.17795455,"about_ca_system_score_codex":0.000054984866,"about_ca_system_score_gemma":0.000058855276,"threshold_uncertainty_score":0.99992126},"labels":[],"label_agreement":null},{"id":"W4316670166","doi":"10.31234/osf.io/j4f6r","title":"Are proactive financial self-control strategies more effective in reducing spending than reactive strategies?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"","keywords":"Temptation; Control (management); Self-control; Psychology; Economics; Social psychology","score_opus":0.02122593917242247,"score_gpt":0.2672209389412721,"score_spread":0.24599499976884961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316670166","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":[0.97995096,0.000072957206,0.00039657237,0.00025464265,0.0014120867,0.003634592,0.000044594293,0.0009874399,0.013246161],"genre_scores_gemma":[0.995116,0.000016609287,0.0003477904,0.00020890174,0.0027500726,0.0007748278,0.00029434133,0.00017290904,0.00031854823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99473643,0.00012536225,0.0011130248,0.0020108323,0.0009339185,0.0010804178],"domain_scores_gemma":[0.9960621,0.0002849616,0.0021226506,0.0008784253,0.00061307184,0.000038814404],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012763828,0.0011632731,0.0016279285,0.0020120484,0.00038097007,0.002134227,0.0008398389,0.0007126173,0.00016567334],"category_scores_gemma":[0.00073457975,0.001129496,0.0005948959,0.001804447,0.0001289061,0.0039550285,0.0012398082,0.001784956,0.00035040246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011224987,0.00087156426,0.91782403,0.003057985,0.000714562,0.0011127315,0.003535966,0.02402108,0.00061108614,0.044111226,0.0019861076,0.001031182],"study_design_scores_gemma":[0.0012506957,0.00002482379,0.9419628,0.0014352,0.0006569923,0.0000014231124,0.0090692025,0.016951356,0.000113229675,0.026963191,0.00021184798,0.0013592889],"about_ca_topic_score_codex":0.01672052,"about_ca_topic_score_gemma":0.008384123,"teacher_disagreement_score":0.02413874,"about_ca_system_score_codex":0.0007414,"about_ca_system_score_gemma":0.00042650363,"threshold_uncertainty_score":0.9991155},"labels":[],"label_agreement":null},{"id":"W4317895176","doi":"10.1370/afm.21.s1.3869","title":"Association of Family Financial Stress During the COVID-19 Pandemic and Child Social and Emotional Difficulties","year":2023,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Worry; Socioemotional selectivity theory; Psychology; Anxiety; Household income; Strengths and Difficulties Questionnaire; Public health; Clinical psychology; Context (archaeology); Association (psychology); Population; Developmental psychology; Demography; Medicine; Mental health; Psychiatry; Environmental health","score_opus":0.024024768779172437,"score_gpt":0.2469551155188995,"score_spread":0.22293034673972706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317895176","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":[0.9976485,0.000044941185,0.000007940011,0.0014890133,0.00009150699,0.00013350845,0.000019311465,0.0000981048,0.00046721307],"genre_scores_gemma":[0.99707633,0.00007042593,0.000008054167,0.0008754802,0.00064876134,0.000008008644,0.000067283254,0.00000947059,0.001236192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900705,0.000017978085,0.00024835704,0.00020034413,0.0003387946,0.0001874666],"domain_scores_gemma":[0.99947816,0.000091872906,0.00023998148,0.00006925019,0.00011048417,0.000010254309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040994724,0.00012045325,0.00018410313,0.00017902776,0.0006587015,0.00012892306,0.000091542526,0.00007635702,0.000074890384],"category_scores_gemma":[0.00046291316,0.00009025058,0.00006416475,0.0005080256,0.000069436726,0.00033934874,0.00018904604,0.0000943559,0.000014772411],"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":[0.000018245173,0.000014773467,0.9923843,0.00016266173,0.000013084907,0.0000010258684,0.00020783088,0.00003163498,0.00019910926,0.0030204456,0.0038395245,0.00010736475],"study_design_scores_gemma":[0.00046899306,0.0000024461874,0.99496824,0.000021159725,0.000058328515,3.339637e-7,0.0003018265,0.0007191402,0.000005579508,0.0005111646,0.002831938,0.00011082991],"about_ca_topic_score_codex":0.0008464411,"about_ca_topic_score_gemma":0.0012102243,"teacher_disagreement_score":0.0025839608,"about_ca_system_score_codex":0.00004917572,"about_ca_system_score_gemma":0.000017692802,"threshold_uncertainty_score":0.5066266},"labels":[],"label_agreement":null},{"id":"W4318064765","doi":"10.46632/rmc/2/4/21","title":"Evaluation of Financial Literacy using SPSS analysis","year":2021,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Cronbach's alpha; Debt; Financial management; Finance; Accounting management; Government (linguistics); Business; Financial analysis; Loan; Student loan; Accounting; Marketing; Accounting information system","score_opus":0.04409711024102714,"score_gpt":0.30400208107738264,"score_spread":0.2599049708363555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318064765","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":[0.9907123,0.00021703246,0.0010314954,0.000051015923,0.00019300809,0.00012331565,0.0000030333633,0.000036891368,0.0076319003],"genre_scores_gemma":[0.99648833,0.000004111243,0.0019781622,0.0005168259,0.00051364244,0.0000048417614,0.00014602016,0.00001372918,0.00033435068],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976201,0.000053251275,0.0005495921,0.00037405847,0.0011805238,0.00022249817],"domain_scores_gemma":[0.99567616,0.000030449615,0.0003628219,0.00041132353,0.0035091033,0.0000101486985],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015392551,0.00016710172,0.0004054108,0.0007178448,0.00013417543,0.00019655722,0.00015103919,0.00006954889,0.005961626],"category_scores_gemma":[0.00093529373,0.00016338532,0.00038626057,0.0045653814,0.000030650986,0.0012277644,0.00016001816,0.00006900326,0.000084132786],"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":[0.000020952284,0.00021175436,0.96650726,0.00008319227,0.00019987975,0.000012990424,0.000083816485,0.0061174314,0.0039694165,0.010722345,0.00058269844,0.011488289],"study_design_scores_gemma":[0.0005101979,0.0000031675188,0.47114325,0.000040031147,0.008263791,5.485359e-7,0.000038038463,0.51201,0.0012017614,0.002899026,0.0036190362,0.00027116167],"about_ca_topic_score_codex":0.0010657392,"about_ca_topic_score_gemma":0.0007253725,"teacher_disagreement_score":0.5058926,"about_ca_system_score_codex":0.00006780988,"about_ca_system_score_gemma":0.00016268357,"threshold_uncertainty_score":0.9949471},"labels":[],"label_agreement":null},{"id":"W4318316083","doi":"10.3390/jrfm16020074","title":"Determinants of Financial Risk Tolerance: An Analysis of Psychological Factors","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overconfidence effect; Financial risk; Regret; Luck; Happiness; Sample (material); Psychology; Finance; Actuarial science; Social psychology; Economics; Computer science","score_opus":0.01747904320227375,"score_gpt":0.2736953969721668,"score_spread":0.2562163537698931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318316083","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":[0.99870867,0.00014799632,0.00024117055,0.00000393195,0.0004920401,0.00018035891,0.000046650926,0.000025322684,0.00015389273],"genre_scores_gemma":[0.99765277,0.0013218297,0.00043070596,0.00007760994,0.0004283569,0.0000037045343,0.000023491844,0.00001860643,0.0000429299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970728,0.00006380793,0.0014103377,0.0003752752,0.00071232783,0.00036546335],"domain_scores_gemma":[0.9967527,0.00009219509,0.0023090853,0.00036871457,0.00043352923,0.00004381946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484146,0.00030067278,0.0011442346,0.0022193755,0.00022202483,0.000073206116,0.0004611736,0.00014552228,0.00010322631],"category_scores_gemma":[0.00056047837,0.0002431664,0.0006121034,0.0037031614,0.0001443008,0.0007557673,0.00022681443,0.0002625929,0.000010519004],"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":[0.0002911653,0.00026393987,0.97882164,0.00011336302,0.00003413597,0.00005826988,0.00024256633,0.0011607918,0.000025242667,0.0014786967,0.0003977124,0.017112477],"study_design_scores_gemma":[0.00080414076,0.00015798367,0.986751,0.00009244235,0.0026772877,7.0170324e-7,0.00020517658,0.003318345,0.000032600165,0.0018840645,0.0038320697,0.0002441869],"about_ca_topic_score_codex":0.00046673347,"about_ca_topic_score_gemma":0.0004140192,"teacher_disagreement_score":0.01686829,"about_ca_system_score_codex":0.000024401375,"about_ca_system_score_gemma":0.000018533761,"threshold_uncertainty_score":0.99160385},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4318387438","doi":"10.2139/ssrn.4340574","title":"Behavioral Consequences of Income and Expense Shocks","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Economics; Behavioral economics; Labour economics; Microeconomics","score_opus":0.01626401655714115,"score_gpt":0.2586793498195697,"score_spread":0.24241533326242853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318387438","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":[0.9986337,0.00054315856,0.000022563163,0.00020802466,0.00013774418,0.000078014404,0.0000010419897,0.000049573566,0.00032620537],"genre_scores_gemma":[0.9983318,0.00059801526,0.000024218009,0.000073542455,0.0003452251,0.000003361308,0.000010839572,0.00001748853,0.0005955516],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809796,0.000016802986,0.00036293955,0.00017997884,0.00031894486,0.0010233995],"domain_scores_gemma":[0.9993706,0.00002740237,0.0002981941,0.00012760804,0.00016222306,0.0000139929225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012103978,0.00014304018,0.00024390909,0.00047186879,0.0002178699,0.00012245607,0.00020398393,0.000053000393,0.00011575634],"category_scores_gemma":[0.00007423193,0.00012552537,0.00010519324,0.00072179816,0.00012619153,0.0006767628,0.00011552206,0.00045668002,0.00008093383],"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":[0.000051284555,0.00003745602,0.9225258,0.000026054824,0.000027271459,0.00002167437,0.0000740634,0.000008523515,0.0027761466,0.07027203,0.00016327623,0.0040163836],"study_design_scores_gemma":[0.002378048,0.00031136014,0.38995385,0.00026151346,0.0006538114,0.00019728084,0.0055420864,0.0017949551,0.00078049453,0.5912011,0.005912488,0.0010129855],"about_ca_topic_score_codex":0.0007422954,"about_ca_topic_score_gemma":0.0010344634,"teacher_disagreement_score":0.532572,"about_ca_system_score_codex":0.00009471789,"about_ca_system_score_gemma":0.00023557675,"threshold_uncertainty_score":0.51187766},"labels":[],"label_agreement":null},{"id":"W4318540776","doi":"10.1016/j.jebo.2023.01.014","title":"Loss-averse tax manipulation and tax-preferred savings","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Memorial University of Newfoundland; HEC Montréal; Statistics Canada","funders":"","keywords":"Tax credit; Economics; Deferred tax; Deductible; Point (geometry); Monetary economics; Public economics; Tax reform; Indirect tax; Ad valorem tax; Loss aversion; Business; Microeconomics; State income tax; Actuarial science; Gross income","score_opus":0.022294877185488855,"score_gpt":0.2369685604708028,"score_spread":0.21467368328531394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318540776","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":[0.99876034,0.000009257423,0.000048548492,0.00023349623,0.00069829205,0.00012184532,0.000002819125,0.00004580555,0.00007958795],"genre_scores_gemma":[0.9982463,0.000036456826,0.00008183951,0.0001315051,0.0008170985,0.0000015158042,0.00012500331,0.000039775325,0.00052047486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989189,0.000009299115,0.0005821224,0.00017250718,0.00014847865,0.00016869439],"domain_scores_gemma":[0.99888515,0.000013799593,0.00063585566,0.00012915467,0.00031663376,0.000019427218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038570733,0.0001402216,0.00024029311,0.0005749322,0.00016563956,0.00026544157,0.00014057706,0.000078553334,0.0010352735],"category_scores_gemma":[0.00010362682,0.00013084635,0.000066030116,0.00045195583,0.00002700007,0.0019085872,0.000108734006,0.00009703089,0.00060422457],"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":[0.000015044802,0.000029245506,0.98930687,0.000021068947,0.00000917476,0.000020357202,0.0000907896,0.000313973,0.0052335877,0.0008747037,0.0034944846,0.00059072115],"study_design_scores_gemma":[0.00059999037,0.000013900581,0.990784,0.00003328693,0.00032161482,0.000016174241,0.00010505474,0.00205594,0.0005413124,0.00040082206,0.00493351,0.0001943956],"about_ca_topic_score_codex":0.00015276302,"about_ca_topic_score_gemma":0.00007245758,"teacher_disagreement_score":0.0046922755,"about_ca_system_score_codex":0.00013572433,"about_ca_system_score_gemma":0.000023487615,"threshold_uncertainty_score":0.9998779},"labels":[],"label_agreement":null},{"id":"W4318577114","doi":"10.2139/ssrn.4321144","title":"The Finances of Mainly Unemployed and Retired Participants: Insights from the Canadian Financial Diaries Research Project","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Political science; Finance; Economics; Psychology; Business","score_opus":0.047912771371308074,"score_gpt":0.2954426248190879,"score_spread":0.24752985344777984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318577114","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":[0.99354124,0.0029691726,0.0000032165258,0.002568677,0.00022340765,0.00028894132,0.000005734343,0.000026599122,0.0003729991],"genre_scores_gemma":[0.9955143,0.0025005701,0.0000063672946,0.000193553,0.00088843977,0.000025471556,0.000020109048,0.000022833501,0.0008283951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99625987,0.00014993675,0.00045436382,0.00026688812,0.00068190246,0.0021870127],"domain_scores_gemma":[0.9985132,0.0004420743,0.00026805152,0.0003024631,0.000448276,0.000025928735],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004152009,0.00017436722,0.00024588357,0.00046153384,0.00288108,0.00059609517,0.0006062368,0.000088384935,0.000014283688],"category_scores_gemma":[0.0018078629,0.00010191436,0.00010295832,0.002189655,0.00043352734,0.000513464,0.00017582101,0.0011431745,0.000060500282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023746544,0.000030315989,0.36036292,0.000021697528,0.00010043452,0.000025193956,0.0010737963,0.00001433035,0.00020897319,0.6202425,0.012151487,0.0055308826],"study_design_scores_gemma":[0.0005253186,0.00007288109,0.40944713,0.00010217392,0.00012005393,0.0000029553871,0.0028356593,0.0010571688,0.000043673197,0.4734238,0.11212806,0.0002411242],"about_ca_topic_score_codex":0.18617694,"about_ca_topic_score_gemma":0.886735,"teacher_disagreement_score":0.70055807,"about_ca_system_score_codex":0.0002777201,"about_ca_system_score_gemma":0.0034017034,"threshold_uncertainty_score":0.998417},"labels":[],"label_agreement":null},{"id":"W4318617148","doi":"10.1007/s10834-023-09889-w","title":"“We’re Always Looking at the Dollars and cents”: The Financial well-being of Racialized Older Immigrants in Canada Through the lens of Service Providers","year":2023,"lang":"en","type":"article","venue":"Journal of Family and Economic Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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 Calgary; Carleton University; University of Manitoba","funders":"","keywords":"Immigration; Ethnic group; Service provider; Poverty; Focus group; Population; Service (business); Sociology; Economic growth; Demographic economics; Gender studies; Political science; Gerontology; Business; Medicine; Demography; Marketing; Economics","score_opus":0.01579234053657805,"score_gpt":0.2280421017965544,"score_spread":0.21224976125997636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318617148","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":[0.99185956,0.0016998079,9.4044964e-7,0.0055258516,0.0003115884,0.00017503672,0.0000026855475,0.0000031012485,0.00042140402],"genre_scores_gemma":[0.9960536,0.0016296615,0.000009116304,0.0019365106,0.00027542564,0.0000021232047,0.0000027934148,0.000011554651,0.00007923875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987601,0.000037961647,0.0006694629,0.00013609606,0.00018749312,0.00020889717],"domain_scores_gemma":[0.99878556,0.00016901919,0.00078803743,0.00016035333,0.000089653244,0.000007381588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074205076,0.00014441118,0.00038633234,0.00010257929,0.00026147193,0.00007987937,0.00026951727,0.000039845076,0.00004787423],"category_scores_gemma":[0.00006331739,0.000081708604,0.00008790432,0.00029183048,0.00008361863,0.0006356217,0.00018074705,0.00013791175,0.0000047441595],"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":[0.00047808507,0.00003719956,0.9464446,0.0005475123,0.00015952841,0.000026111114,0.024192668,0.0043677315,0.000711273,0.0023207318,0.017341236,0.0033733733],"study_design_scores_gemma":[0.0017618705,0.000020572816,0.899089,0.00063823065,0.00032354277,0.0000043012024,0.030501634,0.006150159,0.0002840957,0.0032780864,0.057669155,0.0002793794],"about_ca_topic_score_codex":0.4742364,"about_ca_topic_score_gemma":0.70340234,"teacher_disagreement_score":0.22916597,"about_ca_system_score_codex":0.0000719947,"about_ca_system_score_gemma":0.000121892415,"threshold_uncertainty_score":0.5292647},"labels":[],"label_agreement":null},{"id":"W4318831049","doi":"10.2139/ssrn.4233286","title":"Exploring Household Financial Strain Dynamics","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Dynamics (music); Business; Economics; Financial system; Finance; Sociology","score_opus":0.034785821859665944,"score_gpt":0.20561986442537,"score_spread":0.17083404256570406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318831049","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":[0.9959832,0.0003585773,0.0006197235,0.0005971144,0.00083608215,0.00014470813,0.000013174406,0.000117852214,0.0013295822],"genre_scores_gemma":[0.9956461,0.0002526894,0.000039625338,0.00083341514,0.002049763,0.000035178575,0.000070974296,0.000057724228,0.0010145085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963984,0.000034970784,0.00045654166,0.0003170602,0.00070833485,0.0020846804],"domain_scores_gemma":[0.9992392,0.000019958192,0.00038203935,0.00023588982,0.00010374321,0.000019189602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021703907,0.00024069267,0.0002722201,0.0005480914,0.0012848522,0.00024800797,0.0005675122,0.000034640354,0.00036140555],"category_scores_gemma":[0.00012602711,0.00025526984,0.00026159675,0.001056212,0.000030846502,0.0015681077,0.0003271978,0.002010989,0.00006273611],"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":[0.00012913266,0.00017869781,0.09125725,0.00002225324,0.000047264275,0.000053888034,0.00007865434,0.0022413204,0.00017001029,0.88359123,0.0009072488,0.021323018],"study_design_scores_gemma":[0.003738422,0.0003900388,0.09616087,0.00007609243,0.00067980017,0.00036652762,0.007668308,0.02303175,0.000018654928,0.6658828,0.19968332,0.002303379],"about_ca_topic_score_codex":0.00041522668,"about_ca_topic_score_gemma":0.0021122266,"teacher_disagreement_score":0.21770844,"about_ca_system_score_codex":0.0014566744,"about_ca_system_score_gemma":0.000662187,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W4319068781","doi":"10.2139/ssrn.4346215","title":"Financial literacy and financial well-being among the higher education workforce","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Human Resources Professionals Association","funders":"","keywords":"Financial literacy; Workforce; Business; Finance; Economic growth; Economics","score_opus":0.005870906697282222,"score_gpt":0.22815551232594802,"score_spread":0.2222846056286658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319068781","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":[0.9918565,0.0009984158,0.000060086964,0.0019845255,0.0010668205,0.00020354564,3.6294537e-7,0.00010148246,0.0037282414],"genre_scores_gemma":[0.9766987,0.00071573735,0.000017282904,0.001842929,0.005490377,0.000020196401,0.000029477307,0.000039074876,0.015146224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997151,0.00003502222,0.000441249,0.00032721352,0.0004124771,0.0016330204],"domain_scores_gemma":[0.9991188,0.000057572182,0.00035855608,0.00023942244,0.00020544026,0.000020200867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016107006,0.00026014945,0.00024335265,0.00045097704,0.0009986854,0.0006603178,0.0003783647,0.00010778119,0.00017263103],"category_scores_gemma":[0.00021412144,0.00020020889,0.00017306181,0.0016020159,0.0000863702,0.0015946061,0.00017056671,0.0011385224,0.00034520144],"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":[0.000055373814,0.00004659172,0.32913685,0.000026719646,0.000014806046,0.000006962387,0.00017241423,0.00003457089,0.00003283438,0.6337283,0.0061860625,0.03055852],"study_design_scores_gemma":[0.00036495682,0.000021969088,0.4344558,0.00011122628,0.00013175483,0.000013483438,0.00013172752,0.00066685944,0.000004509722,0.41254827,0.15124342,0.00030601202],"about_ca_topic_score_codex":0.00031964632,"about_ca_topic_score_gemma":0.00050421566,"teacher_disagreement_score":0.22118002,"about_ca_system_score_codex":0.00021708671,"about_ca_system_score_gemma":0.00066814787,"threshold_uncertainty_score":0.8164282},"labels":[],"label_agreement":null},{"id":"W4319072470","doi":"10.1007/s10603-023-09535-w","title":"Consumer Experience of Mistreatment and Fraud in Financial Services: Implications from an Integrative Consumer Vulnerability Framework","year":2023,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"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":"Disadvantaged; Financial services; Vulnerability (computing); Consumer protection; Business; Consumer education; Finance; Marketing; Economics; Economic growth; Commerce","score_opus":0.018433339921045618,"score_gpt":0.3168364519684414,"score_spread":0.2984031120473958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319072470","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":[0.998008,0.0006825204,0.000052812476,0.00066150003,0.00014568237,0.00021058833,0.0000573349,0.000024964558,0.00015656192],"genre_scores_gemma":[0.9974648,0.00037772517,0.00080746267,0.0008794561,0.00036143922,0.000020665868,0.000044124434,0.000019898735,0.000024437137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979285,0.0000695133,0.0010239931,0.00032441877,0.00033992683,0.00031366906],"domain_scores_gemma":[0.9976877,0.00032533563,0.00093630725,0.00041071247,0.0005824246,0.000057542573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042348338,0.0002736376,0.0006417035,0.00079644704,0.00015147295,0.00013196979,0.00035464275,0.00014747822,0.0002078341],"category_scores_gemma":[0.00081931247,0.00022615891,0.00015828543,0.0015115459,0.00029890574,0.0010307662,0.00014243727,0.00031378458,0.00003987055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011735906,0.00020785935,0.98641837,0.00006721702,0.000044982633,0.000014920771,0.0025235175,0.000011739787,0.00084856985,0.0050248397,0.0003451051,0.0043755514],"study_design_scores_gemma":[0.0008532557,0.00003256624,0.9665973,0.00038146772,0.00017721303,0.0000036339814,0.0011536124,0.00038903594,0.00031775693,0.021232422,0.008606845,0.00025488448],"about_ca_topic_score_codex":0.010188686,"about_ca_topic_score_gemma":0.0015970772,"teacher_disagreement_score":0.019821033,"about_ca_system_score_codex":0.000084066574,"about_ca_system_score_gemma":0.00020932364,"threshold_uncertainty_score":0.99640256},"labels":[],"label_agreement":null},{"id":"W4319079723","doi":"10.55365/1923.x2022.20.100","title":"Do Consumer Loans Really Lead to Debt Traps? Empirical Evidence from Armenia","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loan; Debt; Term loan; Business; Financial system; Participation loan; Duration (music); Monetary economics; Cross-collateralization; Falling (accident); Non-conforming loan; Economics; Finance; Non-performing loan; Medicine","score_opus":0.06014742272568848,"score_gpt":0.28916739616291753,"score_spread":0.22901997343722905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319079723","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615238,0.03519451,0.000012975525,0.0021003946,0.00014651216,0.00031775315,0.000022698445,0.000025640424,0.000655757],"genre_scores_gemma":[0.4470407,0.5458844,0.00077501626,0.005557169,0.0003177288,0.000040163814,0.00006164422,0.000029293205,0.00029388155],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862355,0.0000110682395,0.00061174104,0.00044426433,0.000077701916,0.00023168582],"domain_scores_gemma":[0.9990441,0.000105996245,0.00034171165,0.00037533813,0.0001182793,0.000014526427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358597,0.00018519799,0.0005883257,0.00014356166,0.00008351894,0.00008963662,0.00025120596,0.0000499349,0.00011021476],"category_scores_gemma":[0.00026142102,0.00017589795,0.00014668115,0.0005479125,0.00005319359,0.0005033485,0.00016696303,0.00007313916,0.0006121881],"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":[0.00012510289,0.000118794174,0.67478466,0.0066051367,0.00007785756,0.000028191736,0.00020692611,0.00015662785,0.00024764764,0.027955184,0.10750736,0.18218653],"study_design_scores_gemma":[0.00022813577,0.000021223716,0.21925081,0.007697004,0.00017701939,6.4672514e-7,0.000011906675,0.0039466284,0.000023808023,0.002853256,0.76538795,0.00040159601],"about_ca_topic_score_codex":0.00032845765,"about_ca_topic_score_gemma":0.00018649508,"teacher_disagreement_score":0.6578806,"about_ca_system_score_codex":0.000021538879,"about_ca_system_score_gemma":0.000033862078,"threshold_uncertainty_score":0.78686434},"labels":[],"label_agreement":null},{"id":"W4320458007","doi":"10.5281/zenodo.7635962","title":"Tumatanda na Ako: The Quarter-life Crisis Phenomenon Among Emerging Adults","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phenomenon; Quarter (Canadian coin); Psychology; History; Philosophy; Epistemology; Archaeology","score_opus":0.02199483599382015,"score_gpt":0.22369476181949433,"score_spread":0.20169992582567417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320458007","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":[0.94147885,0.00009453125,0.0002584059,0.0027641845,0.0002921611,0.0006864527,0.000052195457,0.0021938807,0.052179366],"genre_scores_gemma":[0.9960246,0.000049279086,0.000016179645,0.0006803998,0.000636672,1.7855068e-7,0.0014333571,0.0007829584,0.00037634306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978712,0.000095633,0.00039348085,0.00049065973,0.000639729,0.00050926185],"domain_scores_gemma":[0.9984519,0.000025835085,0.00023857821,0.0005789402,0.000659988,0.00004477916],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001119145,0.00020572172,0.00020101243,0.00053328206,0.0033490923,0.0018157859,0.0011031028,0.00005019631,0.013630481],"category_scores_gemma":[0.00069407135,0.00017797893,0.00010929436,0.00250342,0.00011644332,0.0010521995,0.0013334154,0.00022924719,0.024715869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014404555,0.00011738423,0.0022665826,0.00023014811,0.00006288713,0.000039379793,0.0026022957,0.00026946544,0.00039798373,0.008792143,0.96788734,0.017190363],"study_design_scores_gemma":[0.00063697103,0.00004018394,0.030865503,0.00008288329,0.000058776764,0.0000035740752,0.0048944564,0.014882382,0.000021140726,0.00042118502,0.9477361,0.0003568499],"about_ca_topic_score_codex":0.00031857696,"about_ca_topic_score_gemma":0.0000055781575,"teacher_disagreement_score":0.05454581,"about_ca_system_score_codex":0.00006926716,"about_ca_system_score_gemma":0.000002709061,"threshold_uncertainty_score":0.99922043},"labels":[],"label_agreement":null},{"id":"W4320481226","doi":"10.3386/w30938","title":"Frames, Incentives, and Education: Effectiveness of Interventions to Delay Public Pension Claiming","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Incentive; Psychological intervention; Pension; Public economics; Business; Actuarial science; Economics; Political science; Psychology; Labour economics; Finance; Microeconomics","score_opus":0.37114024210916363,"score_gpt":0.5121215699259207,"score_spread":0.1409813278167571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320481226","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":[0.78738195,0.0020584671,0.000034077177,0.0012372038,0.0028442207,0.0030333865,0.00012945168,0.000079107886,0.20320216],"genre_scores_gemma":[0.9929912,0.0002691339,0.00018532593,0.00003247228,0.0010992588,0.00015758783,0.0016291175,0.000058693335,0.0035772144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960639,0.0001750268,0.0011616228,0.00067590317,0.0015913548,0.00033221376],"domain_scores_gemma":[0.9912444,0.001015867,0.0007998818,0.00037930795,0.0065237717,0.00003680157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011436901,0.00024136729,0.00071062107,0.0036010544,0.00023283031,0.0002472591,0.000493869,0.00025229412,0.00046292282],"category_scores_gemma":[0.0054873074,0.0002525592,0.00034148354,0.0011702119,0.00018859595,0.0007508076,0.0008291581,0.00042888263,0.00028498596],"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":[0.00021052099,0.0005886905,0.24563736,0.011338096,0.0002758775,0.0000057103384,0.000054261793,0.00022357599,0.000424827,0.57802397,0.15612485,0.0070922384],"study_design_scores_gemma":[0.0011249196,0.00015701627,0.5282742,0.0110125,0.000342438,0.000010182751,0.00033298944,0.0015862389,0.00021075878,0.35271114,0.10310974,0.0011279276],"about_ca_topic_score_codex":0.004951526,"about_ca_topic_score_gemma":0.000898761,"teacher_disagreement_score":0.2826368,"about_ca_system_score_codex":0.000828473,"about_ca_system_score_gemma":0.0018877911,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W4320499814","doi":"10.2139/ssrn.4356222","title":"Frames, Incentives, and Education: Effectiveness of Interventions to Delay Public Pension Claiming","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Calgary; HEC Montréal","funders":"","keywords":"Incentive; Psychological intervention; Pension; Public economics; Business; Actuarial science; Political science; Labour economics; Economics; Psychology; Finance; Microeconomics","score_opus":0.015832055338519606,"score_gpt":0.2730319238406012,"score_spread":0.2571998685020816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320499814","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":[0.99634475,0.00092799036,0.0011199634,0.00054252,0.00034847038,0.00024042263,9.355823e-7,0.000044096672,0.00043083768],"genre_scores_gemma":[0.9984923,0.00030653918,0.00008449986,0.00013716957,0.00037925303,0.000014168765,0.000044674336,0.000023915221,0.0005174673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979238,0.000085515814,0.00047422273,0.00026742154,0.00033484987,0.00091420434],"domain_scores_gemma":[0.9988481,0.000084008934,0.0003499365,0.00018910096,0.0005013466,0.000027501606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037185212,0.00016005462,0.00028263615,0.00093447533,0.00034545743,0.00023018409,0.0002446469,0.00005777408,0.000080862585],"category_scores_gemma":[0.0004961044,0.00014790373,0.00020453727,0.0015919803,0.000039581442,0.0009696438,0.00022322522,0.00051140354,0.00012381902],"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":[0.00011381428,0.00023476912,0.53868264,0.0004843823,0.00008864246,0.0000044473773,0.000080830585,0.000052158546,0.0014273989,0.4279648,0.0015127605,0.029353376],"study_design_scores_gemma":[0.0010530473,0.00017159901,0.7089096,0.0015621687,0.00036374092,0.0000529891,0.0020551304,0.00092077994,0.000104126135,0.27004,0.014188958,0.00057789305],"about_ca_topic_score_codex":0.00022557829,"about_ca_topic_score_gemma":0.0006346555,"teacher_disagreement_score":0.17022695,"about_ca_system_score_codex":0.0002498469,"about_ca_system_score_gemma":0.0004570099,"threshold_uncertainty_score":0.6031339},"labels":[],"label_agreement":null},{"id":"W4320511386","doi":"10.2991/978-2-494069-31-2_34","title":"Comparative Studies on Pension Funds: A Global Perspective","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pension fund; Asset allocation; Business; Institutional investor; Global assets under management; Value (mathematics); China; Finance; Investment strategy; Perspective (graphical); Asset (computer security); Corporate governance; Accounting; Actuarial science; Portfolio; Political science","score_opus":0.17914190079672387,"score_gpt":0.4858816864588021,"score_spread":0.3067397856620782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320511386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032785647,0.021022733,1.8220665e-7,0.00048865523,0.002067513,0.0013412772,0.000033532146,0.000054946053,0.9422055],"genre_scores_gemma":[0.8059271,0.022682205,0.000065349144,0.0012947851,0.0066085365,0.00069547765,0.00011124018,0.0000729938,0.16254233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98993105,0.0002997298,0.0009828527,0.0019140434,0.0052733365,0.0015989937],"domain_scores_gemma":[0.99229664,0.0005632256,0.0006197845,0.00039771452,0.00602661,0.00009602869],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008009354,0.000607957,0.0009494494,0.006419023,0.016253646,0.0024788596,0.0016231935,0.00018932638,0.0010528058],"category_scores_gemma":[0.0011415274,0.00062800053,0.00013582876,0.0046087774,0.024973918,0.008332831,0.001600154,0.0018725723,0.00006822991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009270162,0.00039969635,0.0014297117,0.00021757174,0.000007267294,0.0000029082764,0.03435836,0.0000024278083,0.000006967932,0.9522913,0.0018615719,0.009329501],"study_design_scores_gemma":[0.00020658602,0.00009827996,0.002779969,0.00023251111,0.000012927602,0.0000011383813,0.24369587,0.000015238634,0.0000021350534,0.32073334,0.43179628,0.000425719],"about_ca_topic_score_codex":0.0015298142,"about_ca_topic_score_gemma":0.01086053,"teacher_disagreement_score":0.7796632,"about_ca_system_score_codex":0.0064153145,"about_ca_system_score_gemma":0.0057985126,"threshold_uncertainty_score":0.99986035},"labels":[],"label_agreement":null},{"id":"W4320925720","doi":"10.2139/ssrn.4359548","title":"The Role of Personality Traits in Household Loan Expectations and Borrowing Constraints","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Big Five personality traits; Loan; Personality; Economics; Psychology; Demographic economics; Actuarial science; Econometrics; Social psychology; Finance","score_opus":0.010500712845302913,"score_gpt":0.2195763146417141,"score_spread":0.2090756017964112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320925720","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":[0.9972404,0.0012021479,0.00002234208,0.0004348202,0.000049262555,0.00008875297,0.0000017103133,0.000029260973,0.00093129516],"genre_scores_gemma":[0.99927735,0.00028680507,0.000009092684,0.000064676715,0.00022208234,0.0000044995572,0.000005771433,0.000014500213,0.00011524356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983043,0.000026384521,0.00033642957,0.00015148512,0.00026957397,0.0009118381],"domain_scores_gemma":[0.9995317,0.00007655253,0.00020969869,0.00008317177,0.00008836164,0.000010517526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015221838,0.00011157816,0.00016426842,0.0002800032,0.00035776227,0.00014097308,0.0001774231,0.000036677167,0.000018560542],"category_scores_gemma":[0.00017538878,0.00008850174,0.00009264843,0.0008058488,0.000109472676,0.0004843741,0.000052102725,0.0004894753,0.000014042221],"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":[0.000055417648,0.00005794111,0.6029139,0.000023883586,0.000060596052,0.00000786628,0.00081380014,0.000053148102,0.0017078078,0.36074266,0.00014469397,0.033418257],"study_design_scores_gemma":[0.0012273823,0.000038612383,0.6501067,0.000115183284,0.00014622799,0.000031074575,0.039814666,0.00490366,0.00009806981,0.2994862,0.0036555175,0.0003766889],"about_ca_topic_score_codex":0.0003394208,"about_ca_topic_score_gemma":0.0036820788,"teacher_disagreement_score":0.061256476,"about_ca_system_score_codex":0.00010406746,"about_ca_system_score_gemma":0.00021376673,"threshold_uncertainty_score":0.36089963},"labels":[],"label_agreement":null},{"id":"W4321033048","doi":"10.1016/j.ememar.2023.101007","title":"The effect of fraud experience on investment behavior","year":2023,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Investment (military); Portfolio; Business; Sample (material); Risk aversion (psychology); Matching (statistics); Economics; Actuarial science; Monetary economics; Demographic economics; Finance; Financial economics; Expected utility hypothesis","score_opus":0.01411493732950454,"score_gpt":0.2825488266122689,"score_spread":0.26843388928276435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321033048","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":[0.9626303,0.021676695,0.0000012969297,0.00093488867,0.00072715466,0.0013029916,0.000001586345,0.00019517088,0.012529918],"genre_scores_gemma":[0.93576217,0.049529158,0.000045032684,0.007800099,0.00088331685,0.0012732969,0.00012254641,0.00011321976,0.0044711833],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982856,0.0000824035,0.0005044488,0.0002982214,0.0005255376,0.0003038036],"domain_scores_gemma":[0.9987968,0.00021105533,0.00034633756,0.00053784467,0.000094252144,0.000013695752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748718,0.00021848392,0.00040600426,0.00016369103,0.00029997228,0.00008271697,0.00039753263,0.000029247212,0.00058276637],"category_scores_gemma":[0.0009305236,0.00013755944,0.00024693174,0.0015304182,0.000067066976,0.00028857443,0.00021553264,0.00010168635,0.0007153719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012141418,0.000088032015,0.5593516,0.009214315,0.000054120697,0.00006464111,0.00010459247,0.000011992528,0.00028281525,0.006088173,0.25275764,0.17186062],"study_design_scores_gemma":[0.00019841274,0.000029123667,0.14937137,0.0034631286,0.00028544685,4.1937218e-7,0.000011134361,0.00036786144,0.00010438165,0.00005413342,0.84589237,0.00022224113],"about_ca_topic_score_codex":0.00006383653,"about_ca_topic_score_gemma":0.000008758738,"teacher_disagreement_score":0.5931347,"about_ca_system_score_codex":0.00002393664,"about_ca_system_score_gemma":0.000007896661,"threshold_uncertainty_score":0.9194897},"labels":[],"label_agreement":null},{"id":"W4321089591","doi":"10.3390/jrfm16020132","title":"Managing Household Finances: How Engaging in Financial Management Activities Relates to the Experiential Well-Being of Americans","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Happiness; Socioeconomic status; Ordered probit; Probit model; Financial management; Stewardship (theology); Economics; Demographic economics; Survey data collection; Finance; Business; Actuarial science; Psychology; Social psychology; Political science; Sociology; Econometrics; Demography","score_opus":0.009954175509325928,"score_gpt":0.2093247147196246,"score_spread":0.19937053921029868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321089591","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":[0.9905335,0.00034578957,0.004750054,0.0007052903,0.0011087244,0.0005763957,0.0000058508845,0.000057447472,0.001916955],"genre_scores_gemma":[0.9941155,0.0028121972,0.001133995,0.000575439,0.0008622184,0.000043654058,0.000007672536,0.000043566353,0.00040577498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971668,0.00006699625,0.00092666375,0.00044689316,0.00077722216,0.0006154145],"domain_scores_gemma":[0.9983829,0.00011094849,0.0009737043,0.0003785276,0.000117793985,0.000036107296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016947406,0.0003767742,0.00068580755,0.0019873723,0.00048694288,0.00029302997,0.0006138921,0.00007731552,0.000022962138],"category_scores_gemma":[0.00019931572,0.00031115697,0.0002909784,0.0030224703,0.00013146574,0.0010136951,0.0007028252,0.0004290485,0.000020294354],"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":[0.0011495536,0.00043436766,0.5303321,0.0015510388,0.00012339199,0.0013206707,0.009794355,0.013440752,0.000098239856,0.063308336,0.022903722,0.35554346],"study_design_scores_gemma":[0.0021641718,0.00012293647,0.6064518,0.0013966835,0.00057518523,0.0000057399857,0.0098401215,0.0019225911,0.00010213567,0.010984981,0.36565298,0.000780646],"about_ca_topic_score_codex":0.0003579594,"about_ca_topic_score_gemma":0.0002928114,"teacher_disagreement_score":0.35476282,"about_ca_system_score_codex":0.00008062187,"about_ca_system_score_gemma":0.000022253356,"threshold_uncertainty_score":0.9999341},"labels":[],"label_agreement":null},{"id":"W4321375048","doi":"10.3390/jrfm16020137","title":"The Moderating Effect of Financial Knowledge on Financial Risk Tolerance","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial risk; Construct (python library); Psychology; Investment (military); Association (psychology); Finance; Actuarial science; Social psychology; Business; Computer science; Political science","score_opus":0.006366737225186132,"score_gpt":0.22120960993747363,"score_spread":0.2148428727122875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321375048","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":[0.9950952,0.0008482413,0.00046010042,0.00005645815,0.0015397882,0.0004320957,0.000013787934,0.000046108948,0.0015082537],"genre_scores_gemma":[0.99458,0.0023195876,0.0001572927,0.00017562784,0.002436932,0.00002201758,0.0000068137856,0.000034879602,0.00026690692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971283,0.00012432836,0.0011492157,0.00037287336,0.00069305184,0.0005322357],"domain_scores_gemma":[0.99717045,0.00048138498,0.0015841817,0.00035775092,0.00036904495,0.000037211303],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00328632,0.00039742872,0.00075351156,0.00072632864,0.0011267458,0.00024230828,0.00050478784,0.0001329041,0.000017004913],"category_scores_gemma":[0.002313349,0.00027802627,0.00044911553,0.0016219848,0.00014641398,0.0005611723,0.00034713995,0.0005476808,0.00009439569],"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":[0.0024582841,0.0002649813,0.4716448,0.00067710096,0.00003720037,0.0001736823,0.00053953653,0.0032479616,0.00005851055,0.042647727,0.028346831,0.4499034],"study_design_scores_gemma":[0.0028361566,0.00042480257,0.8107052,0.00057636265,0.00062896975,0.0000027669378,0.00006031308,0.007168355,0.00013488294,0.008739236,0.1682566,0.00046638216],"about_ca_topic_score_codex":0.00012564866,"about_ca_topic_score_gemma":0.0002073046,"teacher_disagreement_score":0.44943702,"about_ca_system_score_codex":0.000052704345,"about_ca_system_score_gemma":0.000056818313,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W4321846598","doi":"10.5114/ain.2022.125281","title":"Gambling in retirement. Perspectives of problem and non-problem female gamblers in terms of awareness of risk and consequences","year":2022,"lang":"en","type":"article","venue":"Alcoholism and Drug Addiction","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychology; Drug; Psychiatry","score_opus":0.01508799866268003,"score_gpt":0.2462407189386607,"score_spread":0.23115272027598066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321846598","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":[0.99799603,0.0007397915,0.000006558491,0.000048303296,0.000042847114,0.00025252416,0.000021023132,0.000009109518,0.00088378624],"genre_scores_gemma":[0.99912226,0.0005422335,0.00020690769,0.000018188122,0.000032498836,0.000024170482,0.000025860947,0.0000098147,0.000018089728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876374,0.00004569346,0.00049510546,0.00030786934,0.0002412295,0.00014633243],"domain_scores_gemma":[0.9992249,0.00006307119,0.00050664326,0.00011386529,0.000081771155,0.000009721215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007823472,0.00013071529,0.00034151183,0.0006460389,0.00012512352,0.000029877767,0.000075336815,0.000033109623,0.000045699282],"category_scores_gemma":[0.000054909055,0.00013061597,0.000037795962,0.00069669535,0.00020345849,0.00051958894,0.00017635828,0.00011490525,1.833165e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009894245,0.00007980513,0.9900036,0.00024360786,0.0000113822425,0.0000025412257,0.0037024205,0.0002952784,0.002463654,0.0018276955,0.000030827872,0.001240243],"study_design_scores_gemma":[0.0014137061,0.000035506982,0.97948444,0.00033725408,0.0001295186,0.0000013127124,0.009430659,0.003981563,0.0006643562,0.00422156,0.00010882126,0.00019130066],"about_ca_topic_score_codex":0.013115227,"about_ca_topic_score_gemma":0.0011586741,"teacher_disagreement_score":0.011956553,"about_ca_system_score_codex":0.00002295756,"about_ca_system_score_gemma":0.000017607372,"threshold_uncertainty_score":0.99345654},"labels":[],"label_agreement":null},{"id":"W4322484748","doi":"10.2139/ssrn.4366181","title":"Cash Welfare and Health Spending","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Welfare; Cash; Economics; Business; Public economics; Finance; Market economy","score_opus":0.019000042579618008,"score_gpt":0.26141696528432384,"score_spread":0.24241692270470583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322484748","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":[0.98841316,0.001276423,0.00008670482,0.007876028,0.00035191505,0.00014993701,9.767176e-7,0.00016561714,0.0016792635],"genre_scores_gemma":[0.9953653,0.0014611341,0.000021533913,0.00056455535,0.0011796246,0.0000023916116,0.000026190199,0.000031668173,0.0013475622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721277,0.000015594094,0.00033278807,0.00024151287,0.00032818865,0.0018691433],"domain_scores_gemma":[0.99946874,0.000011651712,0.00028365516,0.00013498499,0.00007702473,0.00002391826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024931645,0.00016698134,0.000241196,0.0005458705,0.0007846878,0.00030432892,0.00019435771,0.000042039304,0.00017146408],"category_scores_gemma":[0.000063946274,0.0001526101,0.00010219736,0.0009840995,0.000025807141,0.0007922149,0.00013603133,0.0007047871,0.00036286275],"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":[0.000016450815,0.00001937329,0.5444714,0.00004794417,0.000035564368,0.000019823467,0.000053274955,0.000018928517,0.000029482555,0.43609875,0.002213361,0.01697564],"study_design_scores_gemma":[0.0014916088,0.00010873744,0.58499116,0.00015756738,0.00016162707,0.000183753,0.003281313,0.0034991526,0.000007468982,0.26840332,0.13696924,0.00074505573],"about_ca_topic_score_codex":0.00086125557,"about_ca_topic_score_gemma":0.0030051079,"teacher_disagreement_score":0.16769543,"about_ca_system_score_codex":0.00033882327,"about_ca_system_score_gemma":0.00020237248,"threshold_uncertainty_score":0.62232596},"labels":[],"label_agreement":null},{"id":"W4322507100","doi":"10.1257/aeri.20210711","title":"Cognitive Decline, Limited Awareness, Imperfect Agency, and Financial Well-Being","year":2023,"lang":"en","type":"article","venue":"American Economic Review Insights","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"","keywords":"Imperfect; Agency (philosophy); Control (management); Economics; Cognition; Welfare; Finance; Public economics; Cognitive decline; Business; Psychology; Medicine; Market economy; Sociology","score_opus":0.014965840219312876,"score_gpt":0.26135011542738046,"score_spread":0.24638427520806758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322507100","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":[0.9872325,0.004543264,0.000010689132,0.00038481227,0.00030080447,0.00052278244,0.000004497109,0.00020515152,0.006795514],"genre_scores_gemma":[0.9561026,0.033346016,0.00003767159,0.009087093,0.0008844597,0.00007853027,0.00024928447,0.000051447005,0.00016291782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979848,0.000045597644,0.0007218853,0.00067434966,0.00015788982,0.0004154319],"domain_scores_gemma":[0.9986881,0.00017258784,0.00063983,0.00033448453,0.00012888698,0.000036134275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043233158,0.0003655626,0.00088663807,0.00044770818,0.00032955935,0.00020174564,0.00026796377,0.00004964841,0.0003652405],"category_scores_gemma":[0.00037249865,0.00033575657,0.0002377749,0.0012849201,0.00022398,0.0008991698,0.00037616334,0.00014273322,0.003890302],"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":[0.00006358031,0.000064284955,0.8812354,0.0018201644,0.000073591444,0.000102055594,0.00018510137,0.000017877963,0.00010038369,0.010198048,0.01706415,0.08907532],"study_design_scores_gemma":[0.0005150992,0.00004046205,0.6101348,0.0017670556,0.0004918406,0.000003256955,0.00004752505,0.004071906,0.000030598785,0.00231775,0.37977296,0.00080674],"about_ca_topic_score_codex":0.0015428729,"about_ca_topic_score_gemma":0.0004222574,"teacher_disagreement_score":0.3627088,"about_ca_system_score_codex":0.000054779073,"about_ca_system_score_gemma":0.000080885045,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W4322768589","doi":"10.1093/pnasnexus/pgad058","title":"Identifying heterogeneity using recursive partitioning: evidence from SMS nudges encouraging voluntary retirement savings in Mexico","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Amgen (Canada); The Scarborough Hospital; University of Toronto","funders":"Dartmouth College; Concordia University; MetLife Foundation","keywords":"Nudge theory; Psychological intervention; Leverage (statistics); Turnover; Profitability index; Framing (construction); Recursive partitioning; Baseline (sea); Scale (ratio); Economics; Public economics; Actuarial science; Business; Psychology; Computer science; Finance; Social psychology; Engineering; Political science","score_opus":0.1027460352978423,"score_gpt":0.3112975359545056,"score_spread":0.20855150065666328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322768589","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":[0.9970185,0.00055673084,0.0002672942,0.00044415257,0.00085257663,0.000337142,0.000006914905,0.0002696578,0.00024703678],"genre_scores_gemma":[0.9973589,0.00007137927,0.00051044795,0.00090730726,0.0007903119,0.00004052225,0.00017526183,0.000055915934,0.00008993329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698436,0.00006334896,0.00075499364,0.0007321615,0.0007649009,0.0007002235],"domain_scores_gemma":[0.99868363,0.00017888178,0.00036569868,0.00050078594,0.00023516208,0.000035837547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097094435,0.00035765325,0.00045870125,0.0007438432,0.0004731624,0.0005925937,0.0004589756,0.00010549376,0.00036263434],"category_scores_gemma":[0.0006326578,0.00039413318,0.00020793352,0.0021775255,0.000079894206,0.0027170423,0.0005492438,0.00026279234,0.00059175555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038257578,0.000041070336,0.988847,0.00009100794,0.00002322337,0.000105917934,0.00070801674,0.0013004165,0.0068331077,0.00022607941,0.0013405976,0.00044530412],"study_design_scores_gemma":[0.00049005356,0.000012094314,0.9285533,0.0019480882,0.00025422612,0.0000012655314,0.0011409596,0.054626357,0.0033847266,0.007577128,0.0013068226,0.00070498773],"about_ca_topic_score_codex":0.01430672,"about_ca_topic_score_gemma":0.0033134622,"teacher_disagreement_score":0.060293708,"about_ca_system_score_codex":0.00029076988,"about_ca_system_score_gemma":0.000042553165,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W4322770761","doi":"10.3390/jrfm16030165","title":"Challenges in Understanding Western Economic and Financial Concepts from the Perspective of Young Adults with a Post-Soviet Migration Background in Germany—Findings from a Qualitative Interview Study","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Joachim Herz Stiftung","keywords":"Socialization; Financial literacy; Perspective (graphical); Qualitative research; European union; Soviet union; Political science; Sociology; Economic growth; Economics; Social science; Finance; Economic policy; Politics","score_opus":0.04865799583337696,"score_gpt":0.2948837062210913,"score_spread":0.24622571038771432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322770761","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":[0.9971178,0.0014834784,0.00015445384,0.00045651672,0.0001668375,0.0004997841,0.000025190771,0.00000849526,0.0000874552],"genre_scores_gemma":[0.9959737,0.0035794326,0.00005834629,0.00009899193,0.00024105095,0.000014700032,0.000011366716,0.000016083895,0.0000063490106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982419,0.00014204493,0.00074184156,0.00036158768,0.00029691285,0.00021569297],"domain_scores_gemma":[0.9987497,0.0002351379,0.0007132075,0.00014948219,0.0001366779,0.00001581077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149457,0.0002339764,0.0005636501,0.00060593855,0.0001243959,0.0001353662,0.00020281451,0.000058395934,0.000015190774],"category_scores_gemma":[0.00011848232,0.00017623403,0.0000872378,0.00051071524,0.00009622474,0.00086778996,0.0002060478,0.00023987635,0.0000063158104],"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":[0.0011411017,0.00020063104,0.87742376,0.00011295133,0.000054193348,0.00012062417,0.1059001,0.000036733956,0.0000050506483,0.009303003,0.000080682046,0.0056211506],"study_design_scores_gemma":[0.00226465,0.00016711732,0.8040289,0.00074575,0.00018584766,7.1032616e-7,0.18471561,0.00022583391,5.569546e-7,0.0072748903,0.00022567196,0.00016442183],"about_ca_topic_score_codex":0.010326293,"about_ca_topic_score_gemma":0.13130122,"teacher_disagreement_score":0.12097492,"about_ca_system_score_codex":0.00016219528,"about_ca_system_score_gemma":0.00002919384,"threshold_uncertainty_score":0.99626404},"labels":[],"label_agreement":null},{"id":"W4323343627","doi":"10.2139/ssrn.4273217","title":"Replacement Rates of Public Pensions in Canada: Heterogeneity Across Socio-Economic Status","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; McGill University; Université Laval","funders":"","keywords":"Demographic economics; Economics; Geography","score_opus":0.02482740002514957,"score_gpt":0.2707247253166047,"score_spread":0.2458973252914551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323343627","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":[0.9982077,0.00043026774,0.000015748068,0.00071179145,0.00030841498,0.0001439745,0.000009349135,0.000026770535,0.00014599033],"genre_scores_gemma":[0.9981577,0.0009785391,0.000007751112,0.00019493508,0.0002919494,0.00000834479,0.00006591758,0.000028816845,0.00026609455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99590045,0.000043927444,0.000709645,0.00030553568,0.000380211,0.0026602095],"domain_scores_gemma":[0.99895394,0.000053816566,0.0005269036,0.00025657262,0.00017622694,0.000032552336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026246437,0.000206748,0.00037595714,0.00036892283,0.0003235418,0.00014419282,0.0003241756,0.000051648203,0.00017631426],"category_scores_gemma":[0.00017610905,0.00019971613,0.00015469821,0.0007920308,0.000044177214,0.00074207946,0.00021824609,0.00064847723,0.00012273375],"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":[0.000037012738,0.000027586664,0.9859974,0.000018247742,0.00005040083,0.000007846026,0.000038983235,0.0003874734,0.0001228758,0.011103009,0.00089543767,0.0013137397],"study_design_scores_gemma":[0.001653164,0.00004940454,0.9553655,0.000054697317,0.00007773373,0.000012778743,0.0058369706,0.0065987017,0.00010708715,0.019325962,0.010421896,0.0004961094],"about_ca_topic_score_codex":0.6312358,"about_ca_topic_score_gemma":0.98401445,"teacher_disagreement_score":0.35277867,"about_ca_system_score_codex":0.0033508935,"about_ca_system_score_gemma":0.0046926853,"threshold_uncertainty_score":0.876247},"labels":[],"label_agreement":null},{"id":"W4323849250","doi":"10.1017/s0022109023000315","title":"Financial Literacy and IPO Underpricing","year":2023,"lang":"en","type":"article","venue":"Journal of Financial and Quantitative Analysis","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Wilfrid Laurier University","funders":"","keywords":"Initial public offering; Financial literacy; Transparency (behavior); Business; Accounting; Stock (firearms); Stock market; Sample (material); Financial system; Monetary economics; Finance; Economics; Political science","score_opus":0.022770134861165747,"score_gpt":0.2819410574587272,"score_spread":0.25917092259756147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323849250","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":[0.9967665,0.0008211004,0.0011369865,0.00069320516,0.00020293193,0.00007711185,0.000006422149,0.000029966937,0.0002657931],"genre_scores_gemma":[0.99674416,0.00044031715,0.0009756732,0.0008632512,0.0007055035,0.0000024709118,0.000021307516,0.000017389862,0.00022995185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980112,0.000038045517,0.00083150604,0.00031617,0.00046648845,0.0003365932],"domain_scores_gemma":[0.9980617,0.0002107198,0.0008966195,0.00014629554,0.00064966094,0.000034989767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011229466,0.0002582955,0.00081102795,0.0024139902,0.00038936298,0.000335228,0.00017952778,0.00009731779,0.000087416345],"category_scores_gemma":[0.0012609434,0.00021646524,0.00042045306,0.005300905,0.00012959943,0.0017259521,0.00016522051,0.0002442107,0.00005637885],"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":[0.00029545883,0.00010508805,0.88834494,0.0001786365,0.00031033967,0.0002524452,0.001028569,0.000365763,0.00069758936,0.093333386,0.004580668,0.010507095],"study_design_scores_gemma":[0.00060187187,0.00008980426,0.94864094,0.00011732992,0.0021793046,0.00000493437,0.00017740589,0.013350109,0.000021742848,0.017877195,0.016604248,0.00033511184],"about_ca_topic_score_codex":0.00038199016,"about_ca_topic_score_gemma":0.00036251076,"teacher_disagreement_score":0.075456195,"about_ca_system_score_codex":0.000026763912,"about_ca_system_score_gemma":0.000064353306,"threshold_uncertainty_score":0.88271964},"labels":[],"label_agreement":null},{"id":"W4323924247","doi":"10.1016/j.euroecorev.2023.104424","title":"Biased expectations","year":2023,"lang":"en","type":"article","venue":"European Economic Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Optimism; Ex-ante; Optimism bias; Economics; Consumption (sociology); Microeconomics; Macroeconomics; Psychology; Social psychology; Sociology","score_opus":0.03648096418051362,"score_gpt":0.2556690297127619,"score_spread":0.2191880655322483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323924247","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41318306,0.020034384,0.000020030804,0.003858532,0.0015932275,0.0012373397,0.000016091728,0.0014724158,0.5585849],"genre_scores_gemma":[0.9128927,0.03138186,0.0003193915,0.028106209,0.0065700314,0.000100388104,0.0015220669,0.00032342185,0.018783951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887896,0.000037394966,0.0004830383,0.0003046183,0.000081029655,0.00021497993],"domain_scores_gemma":[0.9992681,0.000030467718,0.00026032756,0.00038523186,0.000043329084,0.000012553996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006812156,0.00015179587,0.0002815515,0.00023511823,0.00014428477,0.00014651414,0.00028773196,0.000010690095,0.0026243497],"category_scores_gemma":[0.00016496092,0.00014544872,0.00019407732,0.0005364542,0.000023872413,0.00057822524,0.0001537014,0.000058647147,0.14435618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004870715,0.00003259351,0.048101198,0.0016517745,0.000029203935,0.00006743958,0.000053598647,0.0000792201,0.000046891848,0.013953465,0.91016024,0.025819484],"study_design_scores_gemma":[0.00014156352,0.0000023493571,0.043072455,0.00062141754,0.00009339063,6.2863484e-7,0.000019804202,0.0010541016,0.0000017481759,0.00014536861,0.9546309,0.00021625696],"about_ca_topic_score_codex":0.00003489544,"about_ca_topic_score_gemma":0.000020161888,"teacher_disagreement_score":0.53980094,"about_ca_system_score_codex":0.000030148047,"about_ca_system_score_gemma":0.000011830901,"threshold_uncertainty_score":0.9982874},"labels":[],"label_agreement":null},{"id":"W4327582621","doi":"10.1108/ijbm-09-2022-0431","title":"The role of financial risk-taking attitude in personal finances and consumer satisfaction: evidence from Australia","year":2023,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Department of Families, Housing, Community Services and Indigenous Affairs; Australian Government","keywords":"Financial literacy; Structural equation modeling; Originality; Marketing; Financial plan; Mediation; Finance; Financial risk; Business; Variance (accounting); Value (mathematics); Actuarial science; Economics; Psychology; Accounting; Social psychology; Political science","score_opus":0.02305085626878125,"score_gpt":0.2801171705781074,"score_spread":0.2570663143093262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327582621","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":[0.99775,0.0010924375,0.000009016963,0.00027803387,0.0006833563,0.00005324058,0.0000051812617,0.000008451756,0.00012029139],"genre_scores_gemma":[0.99801826,0.00074635656,0.00018915806,0.00004818936,0.00093852123,0.0000022922097,0.000003594004,0.000008210499,0.00004541334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983181,0.000069437665,0.0006489729,0.00015787763,0.00063918805,0.00016645736],"domain_scores_gemma":[0.9964897,0.0009905407,0.0019455559,0.000070825045,0.0004935935,0.0000098049595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022957162,0.00011829609,0.00020860974,0.0003366425,0.00015223328,0.00020519187,0.00029506383,0.000045465033,0.0002166149],"category_scores_gemma":[0.004821698,0.000094582014,0.000117033764,0.00037479715,0.00008391018,0.0009231481,0.00015007448,0.00023418463,0.000017781551],"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":[0.00029168732,0.000009456261,0.967741,0.0000126257555,0.000027110611,0.00002831085,0.0001265205,0.00007738455,0.0006381141,0.0001667956,0.00037217684,0.030508809],"study_design_scores_gemma":[0.0002818172,0.0000060769976,0.98843694,0.00073911715,0.00004827235,0.0000039346014,0.0001791663,0.005733051,0.00005534,0.0011834847,0.0032395683,0.000093242386],"about_ca_topic_score_codex":0.0031081974,"about_ca_topic_score_gemma":0.0017415055,"teacher_disagreement_score":0.030415567,"about_ca_system_score_codex":0.000049257957,"about_ca_system_score_gemma":0.000042473937,"threshold_uncertainty_score":0.5772371},"labels":[],"label_agreement":null},{"id":"W4327711418","doi":"10.54932/wged7282","title":"Reverse Mortgages and Financial Literacy","year":2023,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Financial literacy; Equity (law); Business; Product (mathematics); Preference; Value (mathematics); Actuarial science; Finance; Economics; Microeconomics; Computer science; Political science","score_opus":0.059421456020662476,"score_gpt":0.3104306135209705,"score_spread":0.25100915750030806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327711418","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33995518,0.0033135156,0.00007008035,0.00160329,0.013863799,0.0024877745,0.0001575755,0.0031741206,0.63537467],"genre_scores_gemma":[0.16592714,0.007314735,0.0012968732,0.009525588,0.03829097,0.00023069393,0.004410324,0.00075389136,0.77224976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964686,0.000013655368,0.0008467984,0.00092215196,0.0012192607,0.00052955566],"domain_scores_gemma":[0.9974235,0.00008134117,0.0006815389,0.0006207263,0.0011663446,0.0000265135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011267583,0.000591438,0.0008817056,0.0011297076,0.00032430183,0.0007805929,0.00034250744,0.00040450646,0.0019322158],"category_scores_gemma":[0.001863392,0.0005363023,0.0003512408,0.0013148021,0.000088747096,0.0013393234,0.0007229875,0.00045532707,0.0021388184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019200497,0.00004265448,0.15288198,0.0011585694,0.000028379163,0.00024967073,0.000035592693,0.0000019790039,0.000011226168,0.001588661,0.83588845,0.00809363],"study_design_scores_gemma":[0.000200702,0.000006369673,0.114470154,0.0004084681,0.0004105843,0.0000044971666,0.00001550648,0.00027867308,0.0000022694944,0.0010345823,0.8825493,0.0006188912],"about_ca_topic_score_codex":0.007825896,"about_ca_topic_score_gemma":0.0010435092,"teacher_disagreement_score":0.17402804,"about_ca_system_score_codex":0.00010016653,"about_ca_system_score_gemma":0.00025575113,"threshold_uncertainty_score":0.99970883},"labels":[],"label_agreement":null},{"id":"W4328051943","doi":"10.54932/rnkf5751","title":"Longevity, Health and Housing Risks Management in Retirement","year":2023,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Social Sciences and Humanities Research Council; Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"HEC Montréal; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Equity (law); Longevity; Consumption (sociology); Preference; Economics; Longevity risk; Actuarial science; Status quo; Annuity; Marginal utility; Home equity; Pension; Risk aversion (psychology); Health insurance; Status quo bias; Time preference; Business; Health care; Life annuity; Labour economics; Microeconomics; Expected utility hypothesis; Finance; Financial economics","score_opus":0.19943594672652404,"score_gpt":0.37871981602833454,"score_spread":0.1792838693018105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328051943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3308238,0.0088457605,0.00012546494,0.0047586067,0.008120529,0.0077868304,0.00004538095,0.002451156,0.63704246],"genre_scores_gemma":[0.8083736,0.05999874,0.0034430306,0.015087197,0.011559584,0.0006564145,0.0045382883,0.0013608161,0.09498235],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946433,0.000037285954,0.0013986502,0.001229393,0.0018278206,0.000863551],"domain_scores_gemma":[0.9977717,0.000042788823,0.0010457665,0.0007395021,0.00034984088,0.000050399743],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029281233,0.0006713776,0.0011619261,0.0021612681,0.0003037718,0.0006032878,0.0003900615,0.0002562202,0.00041718746],"category_scores_gemma":[0.00020810352,0.00065331435,0.00024046942,0.0018709743,0.00007682663,0.0006008951,0.0013890124,0.0004724442,0.00053907325],"study_design_candidate":"observational","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":[0.000037450747,0.00016256182,0.77097356,0.0055437754,0.00011132697,0.0003422664,0.000057018387,0.000030860072,9.236234e-7,0.0027689503,0.17703217,0.042939115],"study_design_scores_gemma":[0.0008608658,0.000029436153,0.41201088,0.0025999085,0.00040161383,0.0000024661979,0.0003389002,0.0016301023,9.953361e-7,0.001344983,0.5794939,0.0012859509],"about_ca_topic_score_codex":0.033798963,"about_ca_topic_score_gemma":0.0196429,"teacher_disagreement_score":0.5420601,"about_ca_system_score_codex":0.0006865062,"about_ca_system_score_gemma":0.00022368273,"threshold_uncertainty_score":0.9995918},"labels":[],"label_agreement":null},{"id":"W4361000484","doi":"10.3138/cpp.2021-095","title":"Risk Shifting Versus Risk Management—Canadian Pension Plan Liability Discount Rates","year":2023,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Global Risk Institute in Financial Services","funders":"","keywords":"Political science; Humanities; Sociology; Ethnology; Philosophy","score_opus":0.02507830729402116,"score_gpt":0.25382466488629557,"score_spread":0.2287463575922744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361000484","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":[0.8226924,0.0026414497,0.0000072470407,0.0478504,0.0073324367,0.0017199554,0.0022821638,0.0005409472,0.11493301],"genre_scores_gemma":[0.97186255,0.0015586736,0.0001306186,0.0034264845,0.0053751078,0.00007907164,0.0022804847,0.0002015118,0.015085516],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922376,0.00027469097,0.0011282859,0.0015334393,0.0008497773,0.003976171],"domain_scores_gemma":[0.99545133,0.00028520403,0.000781426,0.0016009535,0.00060425454,0.0012768263],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030392967,0.00094022386,0.0008037037,0.007214288,0.003308329,0.002996451,0.0013670729,0.000520536,0.004434253],"category_scores_gemma":[0.00439421,0.0010978857,0.0005223223,0.009167425,0.0004682004,0.0036014237,0.00053810305,0.0009314886,0.015476233],"study_design_candidate":"observational","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":[0.000037375616,0.00004362394,0.7084372,0.00036864367,0.00019958249,0.00032520256,0.00023673828,0.000106396124,7.1345954e-7,0.1202012,0.14185932,0.028183995],"study_design_scores_gemma":[0.00086834305,0.000018739354,0.34762672,0.00014478892,0.00044092894,0.0000013915145,0.00045456362,0.008111565,7.6576123e-7,0.0038331533,0.63768905,0.0008100181],"about_ca_topic_score_codex":0.98895156,"about_ca_topic_score_gemma":0.9928676,"teacher_disagreement_score":0.4958297,"about_ca_system_score_codex":0.0035293172,"about_ca_system_score_gemma":0.0035609375,"threshold_uncertainty_score":0.9991471},"labels":[],"label_agreement":null},{"id":"W4361002128","doi":"10.18357/ijcyfs141202321286","title":"MISSING THE MARK: THE IMPORTANCE OF FINANCIAL ANXIETY IN FINANCIAL SKILLS TRAINING FOR FOSTER YOUTH","year":2023,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Financial literacy; Intervention (counseling); Poverty; Empowerment; Positive Youth Development; Welfare; Finance; Foster care; Anxiety; Psychology; Business; Public relations; Economic growth; Political science; Economics; Nursing; Medicine; Developmental psychology","score_opus":0.04012531878619535,"score_gpt":0.27858459519003015,"score_spread":0.2384592764038348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361002128","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":[0.99225736,0.0014405858,0.00003118134,0.0048650564,0.00092054054,0.00016530634,0.00003586961,0.000007074847,0.0002770054],"genre_scores_gemma":[0.9918004,0.000483662,0.00005546683,0.005872502,0.0017361427,0.0000046047894,0.000013745478,0.000011237858,0.000022236543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985017,0.000017059427,0.00068520947,0.00015159458,0.00043887645,0.00020556999],"domain_scores_gemma":[0.99845177,0.00016507975,0.0006856058,0.00009503631,0.000593473,0.000009058693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011349253,0.00015419627,0.0003329355,0.00028382867,0.00023279773,0.000100999576,0.00035752836,0.00004048716,0.0000026846778],"category_scores_gemma":[0.0013196686,0.00009090164,0.00021249894,0.00039218133,0.00013559654,0.0003290423,0.00017719578,0.00017181523,0.0000012197677],"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":[0.00048618423,0.000073516705,0.9503142,0.000060017006,0.00014721166,0.00001835874,0.024105081,0.00011012064,0.000050977036,0.0015268276,0.0058566644,0.017250825],"study_design_scores_gemma":[0.0012360472,0.00002549493,0.9774501,0.0004807078,0.000177554,0.000003353448,0.009108759,0.00031419322,0.000012911333,0.0044999016,0.006541334,0.00014965769],"about_ca_topic_score_codex":0.000025982095,"about_ca_topic_score_gemma":0.000090723064,"teacher_disagreement_score":0.02713587,"about_ca_system_score_codex":0.0000238943,"about_ca_system_score_gemma":0.000038331982,"threshold_uncertainty_score":0.3706861},"labels":[],"label_agreement":null},{"id":"W4361002293","doi":"10.5539/ass.v19n2p88","title":"Determinant of Ethical Financial Behavior Among Under Undergraduate Students: A Conceptual Framework","year":2023,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Financial independence; Locus of control; Financial management; Accounting management; Control (management); Face (sociological concept); Psychology; Business; Accounting; Economics; Sociology; Management; Social psychology; Social science","score_opus":0.02179328081235032,"score_gpt":0.312452875795045,"score_spread":0.29065959498269467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361002293","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":[0.9925164,0.000005038602,0.000109136505,0.00097449584,0.0005375095,0.00027496726,0.000004135411,0.00013368337,0.005444635],"genre_scores_gemma":[0.9979032,0.0000032446105,0.000116872296,0.0010758654,0.0006349303,0.000032676227,0.000011801241,0.00001989214,0.00020149547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674034,0.000028801685,0.0004660273,0.00052929134,0.0016027123,0.00063282554],"domain_scores_gemma":[0.99892765,0.00006236538,0.00035817456,0.0002522048,0.00036390638,0.000035716137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011977723,0.00020994936,0.0003494525,0.0004206435,0.0009162719,0.00031888802,0.000981564,0.00025540747,0.00012676558],"category_scores_gemma":[0.0007938556,0.00020160116,0.00018691251,0.0046448796,0.0020722449,0.0009369863,0.00063626794,0.0004313161,0.00027641578],"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":[0.000018034641,0.00011704091,0.68301165,0.000026419517,0.000004980575,0.00004065237,0.0010319304,0.0000019263496,0.0007575401,0.30700237,0.0014556751,0.006531819],"study_design_scores_gemma":[0.00022045775,0.000015486143,0.9774722,0.00006209242,0.00008514316,2.614233e-7,0.0009382612,0.00008360712,0.00008309642,0.019951709,0.00083432306,0.0002533785],"about_ca_topic_score_codex":0.00038743747,"about_ca_topic_score_gemma":0.00021851633,"teacher_disagreement_score":0.29446056,"about_ca_system_score_codex":0.000088354886,"about_ca_system_score_gemma":0.00014956396,"threshold_uncertainty_score":0.82210565},"labels":[],"label_agreement":null},{"id":"W4361802610","doi":"10.55365/1923.x2023.21.1","title":"Factors Influencing Financial Behavior of Undergraduate Students: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Review of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Financial plan; Financial management; Financial analysis; Accounting management; Socialization; Geography of finance; Strategic financial management; Indirect finance; Psychology; Business; Accounting; Marketing; Strategic planning; Social psychology","score_opus":0.05034740730384902,"score_gpt":0.30405257606665526,"score_spread":0.25370516876280624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361802610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013670865,0.995034,5.117461e-7,0.000022377902,0.0001948396,0.0032384133,0.00006899971,0.000020979734,0.000052835243],"genre_scores_gemma":[0.00004766677,0.99872005,0.000021034723,0.00038757586,0.00011530835,0.00033038305,0.00017768957,0.00007521267,0.0001250819],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99534327,0.000054339773,0.0034693633,0.00060044235,0.000223036,0.0003095265],"domain_scores_gemma":[0.9932112,0.00014126686,0.0055744187,0.00079089,0.00026689752,0.000015339843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001364032,0.0006570108,0.0070494153,0.00037506985,0.000090452624,0.000072182156,0.0007987698,0.00016406804,0.000017547754],"category_scores_gemma":[0.0008449485,0.00051804964,0.0012351442,0.001001628,0.00008468525,0.0004597536,0.00047881898,0.00021412311,0.00008363789],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.142327e-7,0.000038364244,0.0003844977,0.9851214,0.00005517934,0.000002526393,0.000002826932,2.787595e-7,8.996497e-9,0.007175145,0.00026398958,0.0069552492],"study_design_scores_gemma":[0.00006320092,0.000009286458,0.00015693223,0.7875864,0.0071778395,0.0000011414982,0.000001551951,0.0000075330995,4.6193733e-8,0.00015982217,0.20446378,0.000372471],"about_ca_topic_score_codex":0.00010583754,"about_ca_topic_score_gemma":0.00004193555,"teacher_disagreement_score":0.20419979,"about_ca_system_score_codex":0.00008442583,"about_ca_system_score_gemma":0.00015671899,"threshold_uncertainty_score":0.99972713},"labels":[],"label_agreement":null},{"id":"W4362558256","doi":"10.3390/jrfm16040223","title":"Measurement of Financial Competence—Designing a Complex Framework Model for a Complex Assessment Instrument","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Computer science; Finance; Psychology; Knowledge management; Business; Social psychology","score_opus":0.04939268009790331,"score_gpt":0.2682603305080248,"score_spread":0.21886765041012146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362558256","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":[0.4852825,0.00028931623,0.51006556,0.00043637533,0.0010953643,0.0016926894,0.00006595653,0.00011029692,0.0009619695],"genre_scores_gemma":[0.9470853,0.0003927764,0.05107172,0.00054798665,0.0007603828,0.0000450996,0.00002742818,0.00003797409,0.000031316133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962056,0.000041896063,0.0014592648,0.00041269255,0.0013239733,0.0005565736],"domain_scores_gemma":[0.9968726,0.00009574241,0.001686732,0.00031399872,0.0009777494,0.000053145457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027578785,0.00039299345,0.00092944666,0.0011047282,0.00049493264,0.00018566893,0.0004852582,0.00012329196,0.000043617274],"category_scores_gemma":[0.00052044174,0.00036146233,0.0004546282,0.0012626753,0.00012151798,0.0005854709,0.00039492222,0.00031522012,0.00001248253],"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":[0.001995823,0.0014027879,0.4143015,0.0035004246,0.00025614325,0.00015439554,0.0013345241,0.03069386,0.0020362604,0.3516121,0.03720313,0.15550905],"study_design_scores_gemma":[0.0027354385,0.00020420668,0.68182945,0.00088082487,0.00085435604,0.0000024588633,0.00028576964,0.2239019,0.000020568385,0.048997633,0.03972656,0.00056081935],"about_ca_topic_score_codex":0.00009084467,"about_ca_topic_score_gemma":0.0000738804,"teacher_disagreement_score":0.4618028,"about_ca_system_score_codex":0.00014855659,"about_ca_system_score_gemma":0.000121551995,"threshold_uncertainty_score":0.9998837},"labels":[],"label_agreement":null},{"id":"W4362726114","doi":"10.2139/ssrn.4398141","title":"Equity and Incentives in Household Finance","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Calgary","funders":"","keywords":"Incentive; Equity (law); Finance; Business; Economics; Political science; Microeconomics","score_opus":0.01856972959605812,"score_gpt":0.2485457458261985,"score_spread":0.22997601623014038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362726114","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":[0.9969965,0.0008769911,0.000038127993,0.00057691813,0.00013791333,0.00008833097,7.416228e-7,0.00006548891,0.0012189401],"genre_scores_gemma":[0.995247,0.0030173685,0.000014179338,0.00032992885,0.0004880308,0.000004335865,0.000008291051,0.000021498236,0.0008693635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758714,0.000016258582,0.0002948653,0.00023625654,0.00030293764,0.0015625462],"domain_scores_gemma":[0.9995887,0.00002455309,0.00019203356,0.00012572703,0.00006150091,0.0000074498043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021027671,0.000149013,0.00020648766,0.0005072754,0.00022491491,0.00023077757,0.00025595794,0.0000514377,0.000022551207],"category_scores_gemma":[0.0001249027,0.00013911462,0.00007382365,0.0012473938,0.000045788383,0.0010127004,0.00039275896,0.0007099627,0.00011340873],"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":[0.00004960545,0.000044474462,0.69245905,0.00002751646,0.000014205825,0.000025395588,0.000048618193,0.00010473866,0.00020183438,0.29237935,0.000625463,0.014019763],"study_design_scores_gemma":[0.00082615745,0.000024795172,0.529071,0.00008185959,0.000043029064,0.000012512659,0.00037757365,0.0026272542,0.00001290889,0.45218742,0.014440363,0.00029517646],"about_ca_topic_score_codex":0.00038256982,"about_ca_topic_score_gemma":0.0031331037,"teacher_disagreement_score":0.16338807,"about_ca_system_score_codex":0.000223829,"about_ca_system_score_gemma":0.00018832879,"threshold_uncertainty_score":0.5672929},"labels":[],"label_agreement":null},{"id":"W4365149747","doi":"10.3390/jrfm16040238","title":"What’s Math Got to Do with It?: Establishing Nuanced Relations between Math Anxiety, Financial Anxiety, and Financial Literacy","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Financial literacy; Numeracy; Anxiety; Finance; Mathematical anxiety; Psychology; Literacy; Economics; Pedagogy","score_opus":0.008869338346587098,"score_gpt":0.22794997626683505,"score_spread":0.21908063792024796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365149747","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":[0.9924746,0.00057104696,0.003391294,0.0010272634,0.0012017841,0.00064990943,0.00003559588,0.00009090932,0.000557556],"genre_scores_gemma":[0.9863818,0.003994221,0.003973235,0.0015966536,0.0031597149,0.000037007565,0.0000628944,0.00007396785,0.00072050374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637026,0.0000490692,0.0011908512,0.00068924483,0.0009749703,0.000725624],"domain_scores_gemma":[0.9976889,0.00012516885,0.0010586638,0.00040252414,0.0006027601,0.0001220041],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018266751,0.00053494656,0.0008544046,0.0015013299,0.00086317386,0.0022059868,0.00048792292,0.0001980767,0.000036852067],"category_scores_gemma":[0.00070812565,0.00046237346,0.00024216385,0.002975301,0.00010660889,0.0055833356,0.0007253003,0.0006023265,0.00012143961],"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":[0.0005322775,0.00014500147,0.7376365,0.00036071945,0.000037549158,0.00025456696,0.0022294968,0.00039712238,0.000014354718,0.03070854,0.023786124,0.20389774],"study_design_scores_gemma":[0.0012287124,0.00010053186,0.657246,0.0007948505,0.00046305012,0.000011641785,0.00039400192,0.0004436952,0.0000035638245,0.0056226854,0.3332141,0.00047717412],"about_ca_topic_score_codex":0.0002018374,"about_ca_topic_score_gemma":0.0002527707,"teacher_disagreement_score":0.30942798,"about_ca_system_score_codex":0.000099808654,"about_ca_system_score_gemma":0.000094968396,"threshold_uncertainty_score":0.9997828},"labels":[],"label_agreement":null},{"id":"W4366260205","doi":"10.1891/jfcp-2021-0032","title":"Using Cognitive Science and Technology to Enhance Financial Education: The Effect of Spaced Retrieval Practice","year":2023,"lang":"en","type":"article","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"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":"Cognition; Psychology; Intervention (counseling); Control (management); Medical education; Applied psychology; Computer science; Artificial intelligence; Medicine","score_opus":0.013165828368629909,"score_gpt":0.3286569601411807,"score_spread":0.3154911317725508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366260205","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":[0.9970891,0.0010325448,0.00022382429,0.00065000576,0.0006486571,0.0001838368,0.0000017300683,0.00001913604,0.00015118564],"genre_scores_gemma":[0.99797773,0.00006211688,0.00038619095,0.00046256714,0.0010683654,0.0000018939518,0.0000013381298,0.000011039635,0.000028784025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839747,0.000032481727,0.0004568342,0.0002268115,0.00062104425,0.00026536308],"domain_scores_gemma":[0.9963119,0.0004777924,0.00076882384,0.00010800393,0.0023074704,0.000025984868],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0042961636,0.00015832888,0.0003503438,0.0010333409,0.0006128636,0.00018710956,0.00021160506,0.00008449785,0.0000031393195],"category_scores_gemma":[0.02033445,0.00012075907,0.000046826226,0.0038396106,0.00023089074,0.000911652,0.00011227008,0.0003054425,0.000005606018],"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":[0.00925418,0.00022240348,0.72790635,0.0014926195,0.00010162681,0.00046355056,0.010432119,0.0022808446,0.10372613,0.005452373,0.016903602,0.121764176],"study_design_scores_gemma":[0.008470484,0.0051275734,0.5282261,0.030973163,0.006814166,0.0012465549,0.019830417,0.046331987,0.07841372,0.011013915,0.25880754,0.0047443975],"about_ca_topic_score_codex":0.0000634512,"about_ca_topic_score_gemma":0.0000057520574,"teacher_disagreement_score":0.24190395,"about_ca_system_score_codex":0.000035036446,"about_ca_system_score_gemma":0.0004842531,"threshold_uncertainty_score":0.98791766},"labels":[],"label_agreement":null},{"id":"W4366569666","doi":"10.32721/ctj.2023.71.1.berger","title":"\"Tax-Free\": The Effect of a Heuristic Cue on the Choice Between a TFSA and an RRSP","year":2023,"lang":"en","type":"article","venue":"Canadian Tax Journal/Revue fiscale canadienne","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heuristics; Heuristic; Preference; Economics; Tax credit; Term (time); Public economics; Plan (archaeology); Test (biology); Actuarial science; Microeconomics; Computer science; Artificial intelligence","score_opus":0.01596176478445431,"score_gpt":0.21373469952682514,"score_spread":0.19777293474237084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366569666","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":[0.9774909,0.00013301377,0.000003536579,0.020034378,0.00042392281,0.000446123,0.00015819367,0.00003333828,0.001276576],"genre_scores_gemma":[0.992776,0.000020965359,0.000009416963,0.0011454381,0.0027579253,0.000030932682,0.00007350479,0.00006228723,0.00312357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976913,0.00014704293,0.0005256017,0.00039399572,0.00027491496,0.00096716895],"domain_scores_gemma":[0.99743783,0.0006910527,0.0004731535,0.0008534239,0.00023634164,0.00030817886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021063185,0.00034645185,0.000506058,0.0009011211,0.0010951611,0.0004254398,0.0010855317,0.00012868611,0.0003583403],"category_scores_gemma":[0.0027788149,0.00022921256,0.00019677206,0.0018092208,0.0001956176,0.00047440224,0.00013193121,0.0006129345,0.0001093926],"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":[0.00003465003,0.000010225508,0.79150164,0.00020939617,0.00009981523,0.0003219738,0.00047015108,0.00012518323,0.000058159647,0.002397602,0.19966498,0.0051062256],"study_design_scores_gemma":[0.00091961585,0.00023090832,0.70985824,0.00043670705,0.0006214759,0.000044418084,0.0003000687,0.0033085083,0.000035749177,0.0030933472,0.28056964,0.00058129843],"about_ca_topic_score_codex":0.31024212,"about_ca_topic_score_gemma":0.8670648,"teacher_disagreement_score":0.55682266,"about_ca_system_score_codex":0.00024277491,"about_ca_system_score_gemma":0.00012020138,"threshold_uncertainty_score":0.9347017},"labels":[],"label_agreement":null},{"id":"W4366826844","doi":"10.3390/jrfm16050254","title":"The Paradox of the Payday Borrower: A Case Study of the Role of Planned Behavior in Borrowers’ Motivations and Experiences","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Loan; Financial literacy; Context (archaeology); Business; Quality (philosophy); Theory of planned behavior; Control (management); Financial services; Finance; Actuarial science; Economics","score_opus":0.008103679134692779,"score_gpt":0.2215614205579452,"score_spread":0.2134577414232524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366826844","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":[0.9988736,0.00030461195,0.0000052529263,0.000058975034,0.0002360828,0.0004283809,0.0000039290926,0.000003355249,0.00008582807],"genre_scores_gemma":[0.9996261,0.00020322684,0.000015449476,0.000022110387,0.00006972708,0.0000212692,4.435285e-7,0.000006933832,0.000034754863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998529,0.000055026114,0.0007119107,0.00013039372,0.00042128816,0.00015233822],"domain_scores_gemma":[0.9984785,0.00009636056,0.0010189697,0.00023991942,0.0001571622,0.000009129884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008699335,0.00012248804,0.00028356616,0.000279882,0.0003285941,0.00004965663,0.00031146655,0.00003217678,0.000005696259],"category_scores_gemma":[0.0002205102,0.00006458162,0.000120762474,0.0012149177,0.00014604839,0.0002525875,0.00033720714,0.00013695589,3.4358902e-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":[0.000086368236,0.00022722832,0.98635674,0.000031859687,0.000011950751,0.000049055863,0.0053928527,0.000052591753,0.000025490952,0.001088514,0.0001552244,0.0065221493],"study_design_scores_gemma":[0.00062115677,0.000075623866,0.9436884,0.000089331465,0.0002604749,0.0000056466865,0.052096598,0.00022196672,0.000041311752,0.0006113341,0.0022170274,0.00007113314],"about_ca_topic_score_codex":0.0010777954,"about_ca_topic_score_gemma":0.0016219657,"teacher_disagreement_score":0.046703745,"about_ca_system_score_codex":0.000011382744,"about_ca_system_score_gemma":0.00001702612,"threshold_uncertainty_score":0.26335618},"labels":[],"label_agreement":null},{"id":"W4366829121","doi":"10.3390/jrfm16040252","title":"Determinants of Financial Literacy: Analysis of the Impact of Family and Socioeconomic Variables on Undergraduate Students in the Slovak Republic","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Socioeconomic status; Literacy; Slovak; Family income; Financial services; Variety (cybernetics); Higher education; Business; Psychology; Economic growth; Medical education; Demographic economics; Sociology; Finance; Economics; Pedagogy; Czech; Demography; Medicine; Computer science; Population","score_opus":0.01155027858148697,"score_gpt":0.2723137008836225,"score_spread":0.2607634223021355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366829121","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":[0.9991883,0.00017029881,0.000026834756,0.000052007494,0.00016189847,0.00024466775,0.000023460876,0.000004157735,0.00012838704],"genre_scores_gemma":[0.9985992,0.0010388782,0.00004870864,0.00013191551,0.00012341593,0.0000044407752,0.0000053316453,0.0000114205495,0.000036689173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977252,0.00008630655,0.0011665712,0.00022979965,0.0005464903,0.00024566447],"domain_scores_gemma":[0.9973731,0.00016956679,0.0018834438,0.00033200142,0.00022733217,0.000014567905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021622938,0.00021830594,0.0007863837,0.0015634907,0.00014391857,0.00011154133,0.00056383404,0.00007127258,0.000012107352],"category_scores_gemma":[0.00029972696,0.00013429315,0.0005009869,0.002418072,0.00012569492,0.00047248433,0.00033953387,0.00019893434,0.0000020699297],"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":[0.00019497737,0.00019199023,0.982485,0.0001223138,0.00011304599,0.000016368997,0.0004813111,0.0009686916,0.000024600582,0.0023889255,0.0005609696,0.012451779],"study_design_scores_gemma":[0.00085200334,0.00009178033,0.99002314,0.00019265253,0.00115312,6.30358e-7,0.00016788457,0.0020601416,0.0000076181036,0.004783128,0.00054603873,0.00012188689],"about_ca_topic_score_codex":0.0010477032,"about_ca_topic_score_gemma":0.00024699885,"teacher_disagreement_score":0.012329892,"about_ca_system_score_codex":0.00004475967,"about_ca_system_score_gemma":0.000045693676,"threshold_uncertainty_score":0.54763156},"labels":[],"label_agreement":null},{"id":"W4376279747","doi":"10.1017/bpp.2023.16","title":"A behavioural investigation of the substitution phenomenon between tax-sheltered savings plans","year":2023,"lang":"en","type":"article","venue":"Behavioural Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Toronto Metropolitan University; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Substitution (logic); Phenomenon; Categorization; Plan (archaeology); Task (project management); Feature (linguistics); Economics; Psychology; Operations management; Public economics; Microeconomics; Computer science; Artificial intelligence; History; Management","score_opus":0.07579416912107023,"score_gpt":0.2649995494049046,"score_spread":0.18920538028383438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376279747","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":[0.993778,0.000009968663,0.0000059716826,0.004724005,0.00026552525,0.00041146332,0.00009276517,0.0002605465,0.00045177617],"genre_scores_gemma":[0.9965306,0.00000251189,0.00003519747,0.00062168954,0.00110974,0.00004035126,0.00083096325,0.000039116785,0.0007898672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759173,0.000045097513,0.00067734625,0.00038383564,0.00069650216,0.000605466],"domain_scores_gemma":[0.9984346,0.000035960424,0.0006410908,0.0005321231,0.0003099226,0.000046285262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059654313,0.00029368058,0.00035686963,0.001062756,0.00045532137,0.000353535,0.00069651613,0.000140671,0.00014513121],"category_scores_gemma":[0.00035522706,0.00023681117,0.00024279673,0.0031613444,0.0002600104,0.0018403212,0.00043907244,0.00022368265,0.00023284234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061504325,0.00002312315,0.9828505,0.000034106015,0.00000905556,0.0000020180253,0.0001702678,0.0000029611444,0.001117104,0.012682515,0.0025406333,0.0005615511],"study_design_scores_gemma":[0.00041995145,0.000010427072,0.9937419,0.000055111337,0.00017837001,9.555669e-7,0.000055185345,0.00020391436,0.0002717551,0.0028602516,0.0019384321,0.00026371152],"about_ca_topic_score_codex":0.02311418,"about_ca_topic_score_gemma":0.0011323068,"teacher_disagreement_score":0.021981873,"about_ca_system_score_codex":0.0001726381,"about_ca_system_score_gemma":0.00015639649,"threshold_uncertainty_score":0.983391},"labels":[],"label_agreement":null},{"id":"W4377261911","doi":"10.1016/j.jeca.2023.e00307","title":"Decomposing wealth inequalities in the wake of the Greek debt crisis","year":2023,"lang":"en","type":"article","venue":"The Journal of Economic Asymmetries","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"A.G. Leventis Foundation","keywords":"Economics; Inequality; National wealth; Financial crisis; Household debt; Wealth distribution; Asset (computer security); Debt; Distribution (mathematics); Population; Psychological resilience; Distribution of wealth; Wealth effect; Wealth elasticity of demand; Demographic economics; Macroeconomics; Finance","score_opus":0.0302054113997573,"score_gpt":0.25992696294993767,"score_spread":0.22972155155018037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377261911","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":[0.992574,0.00031400315,0.000013054418,0.0051068394,0.0004768318,0.00011892855,0.0000033201243,0.000009143216,0.0013839152],"genre_scores_gemma":[0.99780077,0.00017514073,0.000029873818,0.001309281,0.0005617497,0.0000014365173,0.0000023598352,0.000014689895,0.00010467529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984151,0.00011557813,0.00089092273,0.00009083653,0.00025549709,0.00023207799],"domain_scores_gemma":[0.997744,0.000613888,0.0011927601,0.00031663736,0.00012554464,0.0000071439645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003982477,0.00013986423,0.000356891,0.0005823915,0.0002704854,0.00015256614,0.0008815662,0.00003585862,0.00006684902],"category_scores_gemma":[0.00034300124,0.00007033067,0.00022015942,0.0011051954,0.00012081463,0.00070825795,0.00020149625,0.00021480552,0.00005887372],"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":[0.00020928057,0.00006347697,0.916032,0.0001517235,0.00008716661,0.0000100093575,0.004100036,0.0028546809,0.000098094904,0.03420218,0.04057217,0.0016191897],"study_design_scores_gemma":[0.0012167281,0.00006689208,0.88036203,0.00034291056,0.00054855435,0.000032663644,0.029443929,0.004869519,0.00048428192,0.05105219,0.03118858,0.0003917227],"about_ca_topic_score_codex":0.0016010426,"about_ca_topic_score_gemma":0.0012937279,"teacher_disagreement_score":0.03566996,"about_ca_system_score_codex":0.000064346925,"about_ca_system_score_gemma":0.00006575062,"threshold_uncertainty_score":0.28680015},"labels":[],"label_agreement":null},{"id":"W4377832386","doi":"10.1257/pandp.20231082","title":"The Insurance Implications of Government Student Loan Repayment Schemes","year":2023,"lang":"en","type":"article","venue":"AEA Papers and Proceedings","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Brock University","funders":"","keywords":"Student loan; Loan; Payment; Government (linguistics); Debt; Business; Income tax; Participation loan; Demographic economics; Actuarial science; Finance; Economics; Non-performing loan; Public economics","score_opus":0.010302814223847592,"score_gpt":0.23127175716756262,"score_spread":0.22096894294371502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377832386","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":[0.98266363,0.00016472071,2.5905678e-7,0.0017100011,0.0000655166,0.00019857875,0.0000041531976,0.000055133543,0.015138011],"genre_scores_gemma":[0.99785745,0.00034711798,0.00002465332,0.0004112351,0.00015112314,0.00004887643,0.0000067448304,0.000012153334,0.0011406189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989314,0.0000013661062,0.00026543473,0.00022946137,0.0003738466,0.00019847212],"domain_scores_gemma":[0.9994959,0.00003118726,0.00021723637,0.000119012795,0.00012525037,0.000011415879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003562454,0.00011710655,0.00014065365,0.0000476774,0.00038088494,0.00018223317,0.00019036581,0.000027563563,0.000030129833],"category_scores_gemma":[0.00007745188,0.000082448496,0.00006438355,0.0006102095,0.0000706549,0.00028898855,0.00020058297,0.00005395636,0.000029998964],"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":[0.000014600178,0.00002273741,0.9475754,0.00006248954,0.000016845714,4.5838635e-7,0.00013836312,7.1222024e-7,0.0037110448,0.03896622,0.0050733024,0.004417821],"study_design_scores_gemma":[0.00015334772,0.000009669711,0.8237442,0.000034146236,0.00003611423,3.3555241e-7,0.0005165929,0.000083766645,0.00017911188,0.00065561215,0.17449094,0.00009620814],"about_ca_topic_score_codex":0.000064003216,"about_ca_topic_score_gemma":0.00003338082,"teacher_disagreement_score":0.16941763,"about_ca_system_score_codex":0.00002363592,"about_ca_system_score_gemma":0.0000050271847,"threshold_uncertainty_score":0.3362152},"labels":[],"label_agreement":null},{"id":"W4377964910","doi":"10.2139/ssrn.4455846","title":"Savings and Attitudes to the Future","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Economics; Political science","score_opus":0.0065743198061049835,"score_gpt":0.2237391867392397,"score_spread":0.21716486693313472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377964910","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":[0.9875711,0.0011814438,0.00005925238,0.010110377,0.00035737536,0.00012759311,4.917706e-7,0.00008349454,0.000508869],"genre_scores_gemma":[0.990532,0.0010294865,0.000018649673,0.0019370744,0.0041700345,0.000005755945,0.0000073826186,0.000023506176,0.0022761333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980545,0.000012183295,0.00020196868,0.00019422879,0.0003110867,0.0012260407],"domain_scores_gemma":[0.99956244,0.00002104203,0.00012101479,0.00015980582,0.00012045488,0.000015224444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015963553,0.00014067766,0.00014626473,0.00028439926,0.0005695426,0.00037755736,0.0003062446,0.000039973762,0.000076491066],"category_scores_gemma":[0.00008252677,0.000094294184,0.00008944781,0.0010657308,0.000023209905,0.00051786954,0.00017280786,0.0006206257,0.00068048184],"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":[0.00005637207,0.000031762112,0.6160037,0.000034325923,0.00007744401,0.000013810461,0.00019141898,0.00007121597,0.00030521347,0.32335776,0.024694948,0.03516208],"study_design_scores_gemma":[0.00038205873,0.00003985498,0.47042623,0.000046985042,0.00014124709,0.000036187594,0.0013846428,0.0005406558,0.0000054973834,0.07370881,0.45296767,0.00032016428],"about_ca_topic_score_codex":0.00015465086,"about_ca_topic_score_gemma":0.0040320167,"teacher_disagreement_score":0.42827272,"about_ca_system_score_codex":0.00011139327,"about_ca_system_score_gemma":0.00011925242,"threshold_uncertainty_score":0.87464446},"labels":[],"label_agreement":null},{"id":"W4377988381","doi":"10.1017/flw.2023.4","title":"Reverse mortgages and financial literacy","year":2023,"lang":"en","type":"article","venue":"Journal of Financial Literacy and Wellbeing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Financial literacy; Equity (law); Business; Preference; Actuarial science; Product (mathematics); Value (mathematics); Finance; Economics; Microeconomics; Computer science","score_opus":0.008599187053328138,"score_gpt":0.23887514753898342,"score_spread":0.2302759604856553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377988381","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":[0.9965318,0.0010096815,0.00007653018,0.0007365591,0.00089382916,0.00015579819,0.0000075300427,0.00006386004,0.00052440766],"genre_scores_gemma":[0.9910503,0.0006369699,0.00089649536,0.0026177876,0.0039547337,0.0000047159597,0.000024013052,0.00004002104,0.00077494775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974938,0.000038411443,0.0010762133,0.0003848992,0.0005025698,0.00050413015],"domain_scores_gemma":[0.99813205,0.00017933673,0.0008984583,0.0002233741,0.0005030431,0.000063747335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012965396,0.00035425718,0.00065366836,0.0011185128,0.0005306434,0.00073558337,0.00026633014,0.00015517096,0.000091107795],"category_scores_gemma":[0.0012557814,0.00031948322,0.00025375956,0.0014501642,0.00010957296,0.0042338376,0.0002903681,0.00046165474,0.00007800621],"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":[0.00063750026,0.0001801925,0.824794,0.00092237804,0.0000342762,0.0015516429,0.002697729,0.00006957258,0.0018832512,0.028123718,0.031023907,0.10808182],"study_design_scores_gemma":[0.0010932939,0.00006822655,0.6041189,0.0007536402,0.00019786139,0.00005352371,0.000040878447,0.0018000142,0.000068068766,0.011169125,0.38016954,0.00046698097],"about_ca_topic_score_codex":0.0001256456,"about_ca_topic_score_gemma":0.000014883832,"teacher_disagreement_score":0.34914562,"about_ca_system_score_codex":0.0000304309,"about_ca_system_score_gemma":0.000078250894,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W4378416836","doi":"10.1007/s11166-023-09412-4","title":"Advantageous selection without moral hazard","year":2023,"lang":"en","type":"article","venue":"Journal of Risk and Uncertainty","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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; Swenson College of Science and Engineering, University of Minnesota Duluth; Agence Nationale de la Recherche; Fonds de Recherche du Québec-Société et Culture; Fondation du Risque; Université du Québec à Montréal","keywords":"Moral hazard; Context (archaeology); Actuarial science; Selection (genetic algorithm); Product (mathematics); Risk aversion (psychology); Morale hazard; Face (sociological concept); Economics; Hazard; Property (philosophy); Microeconomics; Business; Risk analysis (engineering); Risk pool; Insurance policy; Computer science; Expected utility hypothesis; Key person insurance; Incentive; Financial economics; Sociology","score_opus":0.011985967540218549,"score_gpt":0.24025383068826067,"score_spread":0.22826786314804212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378416836","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":[0.9986422,0.00015897627,0.00008305108,0.0001119029,0.00035835695,0.00005404947,0.000002069763,0.000056892168,0.0005324662],"genre_scores_gemma":[0.99779004,0.0005002351,0.00019369816,0.00016272865,0.0011209099,0.000001008038,0.000009010841,0.000014880687,0.00020751712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903697,0.000015345608,0.00034810693,0.0001167182,0.00028857338,0.00019426903],"domain_scores_gemma":[0.9991811,0.000038288843,0.00039276428,0.00007282123,0.00029563266,0.000019423698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000549219,0.00012664362,0.00026124442,0.00043862674,0.00019457043,0.00015186769,0.00010114671,0.000047242167,0.00007791782],"category_scores_gemma":[0.00017695558,0.00009839983,0.00012475395,0.0007224588,0.000034682147,0.00066944974,0.00004627928,0.00019068233,0.000060877992],"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":[0.00010148222,0.00001791074,0.97892004,0.000030034971,0.000018171691,0.000025891242,0.00005618064,0.003044473,0.0001359563,0.0006526886,0.007116193,0.0098809805],"study_design_scores_gemma":[0.0011032466,0.000059656995,0.8311936,0.00009752548,0.00039117743,0.000027208147,0.00031071948,0.075773165,0.000037451475,0.011247855,0.079463474,0.00029491523],"about_ca_topic_score_codex":0.00025993687,"about_ca_topic_score_gemma":0.00026660445,"teacher_disagreement_score":0.14772643,"about_ca_system_score_codex":0.000029303974,"about_ca_system_score_gemma":0.000019621704,"threshold_uncertainty_score":0.40126285},"labels":[],"label_agreement":null},{"id":"W4378974409","doi":"10.5539/ijef.v15n7p1","title":"Who Seeks Financial Advice from a Financial Planner?","year":2023,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Advice (programming); Financial plan; Planner; Socioeconomic status; Asset (computer security); Business; Financial risk; Financial analysis; Economics; Sociology","score_opus":0.010819750391921379,"score_gpt":0.21455442738599184,"score_spread":0.20373467699407047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378974409","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":[0.99556625,0.00020925586,0.00002377334,0.0012397349,0.0018718428,0.000054707998,0.00005201834,0.000019346515,0.00096304814],"genre_scores_gemma":[0.9904583,0.0017829858,0.0003338187,0.0021697674,0.004707716,0.0000035772846,0.00006465007,0.000020941567,0.00045823623],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874115,0.0000060915263,0.00064019405,0.00023846711,0.0001674401,0.00020665841],"domain_scores_gemma":[0.99863803,0.00006440134,0.0007653267,0.00012075002,0.0003967564,0.000014709757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003457042,0.00017247497,0.00033643554,0.0004509864,0.000108417036,0.00026820457,0.00046449716,0.000089685964,0.00008339291],"category_scores_gemma":[0.00028022897,0.00017465858,0.00016937932,0.0002420401,0.000050641745,0.0011410043,0.00019950696,0.00017880973,0.00016168026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016916153,0.00029953575,0.3886004,0.000056963527,0.00020403591,0.0008346128,0.00062316365,0.017072726,0.00018794257,0.37206113,0.15143454,0.06693333],"study_design_scores_gemma":[0.0011976802,0.000028210481,0.3104459,0.00014901572,0.0000527583,0.0000112356265,0.00002586448,0.05041248,0.000032953383,0.03767169,0.5996645,0.0003076665],"about_ca_topic_score_codex":0.00034315628,"about_ca_topic_score_gemma":0.00027893524,"teacher_disagreement_score":0.44823,"about_ca_system_score_codex":0.000051244922,"about_ca_system_score_gemma":0.00008932204,"threshold_uncertainty_score":0.712237},"labels":[],"label_agreement":null},{"id":"W4379388012","doi":"10.33423/jabe.v25i2.6093","title":"A Monte Carlo Simulation of the Tax Burdens and Impacts Associated With Common Intergenerational Family Farm Transfer Strategies","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depreciation (economics); Context (archaeology); Economics; Database transaction; Transfer (computing); Capital gain; State income tax; Successor cardinal; Tax basis; Public economics; Labour economics; Tax reform; Microeconomics; Gross income; Finance; Capital formation; Computer science","score_opus":0.014005201212719719,"score_gpt":0.20347958733538477,"score_spread":0.18947438612266504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379388012","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":[0.9993373,0.000031614432,0.000045128316,0.00015755306,0.00009908069,0.000101180485,0.000007912047,0.000007685969,0.00021251198],"genre_scores_gemma":[0.9995073,0.00007824915,0.000015678423,0.00013851056,0.00021758609,0.0000016363085,0.000008903662,0.000014288955,0.000017848737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99923867,0.0000046410187,0.0004199315,0.0001061704,0.000112364316,0.000118252006],"domain_scores_gemma":[0.99919283,0.00004178511,0.0003964842,0.00007749551,0.00028032227,0.000011088997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002801913,0.00012693611,0.00029706606,0.00018462099,0.00012693397,0.00021508914,0.00009200774,0.000051728694,0.000008080633],"category_scores_gemma":[0.00001994902,0.000087190434,0.000053714954,0.00036602293,0.00006118529,0.0005106436,0.00004710856,0.000084900705,9.0213297e-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":[0.00041984068,0.000060867253,0.13411659,0.00011442738,0.00013421888,0.0000037958275,0.00039678582,0.8552855,0.001572354,0.0061095646,0.00014915102,0.0016368878],"study_design_scores_gemma":[0.0009982939,0.000019559566,0.8186063,0.000110235254,0.00019844784,0.0000013590806,0.00061879103,0.17742534,0.00003260485,0.001141254,0.00068655674,0.00016123522],"about_ca_topic_score_codex":0.00017569883,"about_ca_topic_score_gemma":0.0012008275,"teacher_disagreement_score":0.6844897,"about_ca_system_score_codex":0.000024362645,"about_ca_system_score_gemma":0.00004713802,"threshold_uncertainty_score":0.3555523},"labels":[],"label_agreement":null},{"id":"W4380143041","doi":"10.5539/res.v15n2p27","title":"Does the Educational Level of Parents Influence Their (Adult) Offspring’s Financial Behavior?","year":2023,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Offspring; Psychology; Functional illiteracy; Developmental psychology; Finance; Pregnancy; Economics; Political science","score_opus":0.08553472372973149,"score_gpt":0.31838180063938815,"score_spread":0.23284707690965667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380143041","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":[0.9772141,0.01813338,9.288512e-7,0.0011690278,0.00043967186,0.00044883435,0.000029653,0.000042203024,0.0025221885],"genre_scores_gemma":[0.94521344,0.052243758,0.000040259765,0.0013231168,0.0005490646,0.0000376855,0.00003740773,0.000020041334,0.00053521787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985162,0.000060299084,0.00067726505,0.00022810657,0.00034084672,0.00017728785],"domain_scores_gemma":[0.99794334,0.00010811365,0.00061532116,0.00036400818,0.0009629393,0.0000062950953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009290224,0.00018164,0.00044822774,0.0001300838,0.00018546339,0.000023421142,0.00042938587,0.000011775258,0.000040986535],"category_scores_gemma":[0.0019372212,0.00009065339,0.00020877736,0.0009696058,0.0001700062,0.00030450866,0.00039978165,0.000075648255,0.00021252844],"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":[0.000010855313,0.0001520109,0.92497027,0.0116345445,0.00008610754,0.00000629261,0.00039214786,0.000008388941,0.0002950029,0.010407044,0.03467341,0.017363936],"study_design_scores_gemma":[0.00008729801,0.000005345801,0.9617835,0.0048945453,0.00022806774,1.8375314e-7,0.00015757667,0.0000063410894,0.00003464209,0.00018564933,0.03249048,0.00012635662],"about_ca_topic_score_codex":0.00007797781,"about_ca_topic_score_gemma":0.00003986239,"teacher_disagreement_score":0.036813255,"about_ca_system_score_codex":0.000013128291,"about_ca_system_score_gemma":0.000026427902,"threshold_uncertainty_score":0.3696738},"labels":[],"label_agreement":null},{"id":"W4380551593","doi":"10.3138/cpp.2022-042","title":"Canadian Consumer Financial Vulnerability, Stress, and Well-Being","year":2023,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.012604752770005587,"score_gpt":0.23414653709420077,"score_spread":0.2215417843241952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380551593","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":[0.7503399,0.0040955506,0.0000012974004,0.16761956,0.0027794193,0.0007908882,0.00056182424,0.00023156383,0.07357999],"genre_scores_gemma":[0.94976854,0.00043698304,0.00002378986,0.016555786,0.0045357137,0.000040850824,0.0008395566,0.00010708184,0.027691713],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490154,0.00009051937,0.0007052147,0.0009494133,0.00044603762,0.0029072997],"domain_scores_gemma":[0.99708664,0.00010261581,0.00022606412,0.00075887603,0.00064757763,0.0011782169],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010451395,0.0006054533,0.000614076,0.00550829,0.0017330401,0.0020421515,0.00067250966,0.0005055084,0.004419314],"category_scores_gemma":[0.0033178644,0.0007565645,0.0002194995,0.0063887876,0.0005042249,0.002359598,0.00029420678,0.0005506617,0.005309078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002407731,0.00001447432,0.5990576,0.0003138153,0.000025685149,0.00021094238,0.00014231294,0.00000530168,0.000001364008,0.21720234,0.17358303,0.009440699],"study_design_scores_gemma":[0.00030534455,0.000006576867,0.27059177,0.00017165965,0.00009837064,0.0000049323694,0.00007105637,0.0014047384,0.0000017828438,0.007231964,0.7195252,0.0005865735],"about_ca_topic_score_codex":0.99541855,"about_ca_topic_score_gemma":0.9986102,"teacher_disagreement_score":0.5459422,"about_ca_system_score_codex":0.0019413572,"about_ca_system_score_gemma":0.011435305,"threshold_uncertainty_score":0.99956656},"labels":[],"label_agreement":null},{"id":"W4381511881","doi":"10.1108/ijbm-07-2022-0298","title":"Understanding financial professionals' perceptions of their clients' financial behaviors","year":2023,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Financial literacy; Finance; Gratification; Business; Perception; Accounting management; Debt; Strategic financial management; Financial services; Financial plan; Originality; Indirect finance; Financial intermediary; Qualitative research; Marketing; Accounting; Psychology; Strategic planning","score_opus":0.03563409753434915,"score_gpt":0.28455467643675864,"score_spread":0.24892057890240948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381511881","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":[0.99496394,0.00002869401,0.00039997767,0.00060423487,0.0023795837,0.00011401537,0.000016774336,0.000039415903,0.001453387],"genre_scores_gemma":[0.99666196,0.000037827624,0.00026040542,0.0003963502,0.002270486,0.000004452425,0.000052054533,0.000026244044,0.00029021382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732506,0.00006543965,0.0010587452,0.0002112605,0.0010539539,0.0002855256],"domain_scores_gemma":[0.99708724,0.00028613393,0.0013158831,0.00013541909,0.0011520442,0.000023277991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585163,0.00019997994,0.0003558194,0.001282433,0.00023430107,0.00013345055,0.00062013796,0.00010222972,0.00089768093],"category_scores_gemma":[0.0022349095,0.00017688387,0.00040394207,0.00092188676,0.00008193764,0.0010639663,0.00030738153,0.00030517016,0.000062215186],"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":[0.000569814,0.00028812766,0.9622837,0.000087581226,0.00005400051,0.00010967041,0.0003587075,0.00034409936,0.0033765133,0.006842734,0.022057578,0.0036275308],"study_design_scores_gemma":[0.0009485811,0.000025271987,0.98430586,0.0010001801,0.00012397907,0.00001444449,0.0010982337,0.0023053265,0.000100970756,0.0037896608,0.006003538,0.00028396593],"about_ca_topic_score_codex":0.000045709206,"about_ca_topic_score_gemma":0.000041280255,"teacher_disagreement_score":0.022022204,"about_ca_system_score_codex":0.00017973143,"about_ca_system_score_gemma":0.00014748875,"threshold_uncertainty_score":0.9828977},"labels":[],"label_agreement":null},{"id":"W4381512644","doi":"10.1017/s1474747223000100","title":"Behavior of Canadian life annuity prices","year":2023,"lang":"en","type":"article","venue":"Journal of Pensions Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; McMaster University","funders":"","keywords":"Annuity; Economics; Life annuity; Monetary economics; Interest rate; Financial crisis; Actuarial science; Financial economics; Finance; Macroeconomics; Pension","score_opus":0.02286157539868559,"score_gpt":0.21523256996105306,"score_spread":0.19237099456236748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381512644","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":[0.99807376,0.0001904184,0.0000012288308,0.00067663204,0.0003153213,0.00007227232,0.000011298829,0.00000538701,0.00065366435],"genre_scores_gemma":[0.9963228,0.002560342,0.00029402663,0.0003330187,0.0003182621,0.0000016841794,0.0000073665387,0.000011835079,0.00015065617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906003,0.0000037373168,0.00053830736,0.00013071008,0.00007570695,0.00019148184],"domain_scores_gemma":[0.99881613,0.000029015526,0.0007068,0.00014381512,0.00027404647,0.000030191093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004513795,0.0001051715,0.00032540245,0.0011811784,0.00015775001,0.00008010118,0.00017174038,0.00005465979,0.000056227225],"category_scores_gemma":[0.00014856609,0.00009918412,0.000117944015,0.0007049144,0.000052250205,0.00067766587,0.0000809924,0.000103295904,0.00004274779],"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":[0.00005223586,0.00009513717,0.90737015,0.00006933406,0.000030545634,0.000090023925,0.00014602381,0.0016831432,0.00030095174,0.064369716,0.021673648,0.004119063],"study_design_scores_gemma":[0.00027715083,0.000019170024,0.8048067,0.000049400434,0.000094507806,0.000005600412,0.00007571567,0.004587016,0.0000226346,0.000883012,0.18903781,0.00014125068],"about_ca_topic_score_codex":0.01022234,"about_ca_topic_score_gemma":0.02369043,"teacher_disagreement_score":0.16736418,"about_ca_system_score_codex":0.000024612527,"about_ca_system_score_gemma":0.00013459226,"threshold_uncertainty_score":0.99636865},"labels":[],"label_agreement":null},{"id":"W4381849544","doi":"10.1111/rmir.12244","title":"Historical pricing variability in immediate and deferred income annuities","year":2023,"lang":"en","type":"article","venue":"Risk Management and Insurance Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Glycemic Index Laboratories","funders":"","keywords":"Index (typography); Actuarial science; Citation; Annuity; Library science; Economics; Business; Computer science; Life annuity; Finance; Pension","score_opus":0.013842026010685432,"score_gpt":0.2301304572297954,"score_spread":0.21628843121910996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381849544","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":[0.9206097,0.07200779,0.000043072796,0.00056619605,0.00033974677,0.0011574513,0.0000049171995,0.00022394343,0.0050471663],"genre_scores_gemma":[0.6845646,0.31374806,0.00018804877,0.00060646015,0.00018866087,0.00009686312,0.000024402558,0.000024795036,0.0005581078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981094,0.00007614849,0.0006425596,0.00050601026,0.00030588225,0.00035998627],"domain_scores_gemma":[0.9991986,0.00009640575,0.00030344684,0.00031153645,0.00006909053,0.000020902455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002484524,0.0002530841,0.000613966,0.00046263944,0.00018678943,0.00012211704,0.0001750191,0.00004749991,0.00004468413],"category_scores_gemma":[0.00033699014,0.00022456746,0.00009616239,0.0018055354,0.000051345894,0.00085624924,0.00038771378,0.00015736524,0.00009376923],"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":[0.000010563649,0.000024879631,0.94928163,0.0060462654,0.000012353684,0.000017438664,0.000029911685,0.000003815188,8.260465e-7,0.0032325163,0.0018143283,0.039525494],"study_design_scores_gemma":[0.00032530865,0.0000054567618,0.85379493,0.0016888765,0.0001450623,3.7327615e-7,0.000018035955,0.00081542355,1.8332634e-7,0.0034166388,0.13954146,0.00024824316],"about_ca_topic_score_codex":0.0005799757,"about_ca_topic_score_gemma":0.00008544317,"teacher_disagreement_score":0.24174029,"about_ca_system_score_codex":0.00010080566,"about_ca_system_score_gemma":0.0000051672714,"threshold_uncertainty_score":0.9157595},"labels":[],"label_agreement":null},{"id":"W4381850428","doi":"10.2139/ssrn.4481612","title":"Adam Smith's Reversionary Annuity: Money's Worth, Default Options and Auto Enrollment","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Annuity; Economics; Actuarial science; Adam smith; Financial economics; Business; Life annuity; Finance; Neoclassical economics; Pension","score_opus":0.008401817932497422,"score_gpt":0.2177746493613902,"score_spread":0.2093728314288928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381850428","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":[0.99183685,0.0028622937,0.00020569339,0.0028981168,0.00037682927,0.00024013725,0.0000038370545,0.0002244491,0.0013517799],"genre_scores_gemma":[0.9853141,0.0045701987,0.000112695125,0.00073848164,0.0011915092,0.000013643609,0.000055363045,0.000046310175,0.007957738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968978,0.000030092044,0.00042513892,0.00036670794,0.0005505826,0.0017296476],"domain_scores_gemma":[0.99917316,0.000038537743,0.00028870138,0.0002380921,0.00022267798,0.000038801383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017133355,0.00025445048,0.00029068728,0.00067760074,0.000796743,0.00029569276,0.00029551177,0.000091427086,0.00017490762],"category_scores_gemma":[0.0001284253,0.00023515557,0.00019110118,0.0013388641,0.000056324312,0.0012243928,0.00027787648,0.0009007983,0.00054936914],"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":[0.0003119928,0.00034347834,0.6936608,0.00015949862,0.00042593395,0.00020066474,0.00028399404,0.0009207723,0.00094870606,0.2113496,0.04728654,0.04410804],"study_design_scores_gemma":[0.0025980764,0.00017141367,0.42857367,0.00029313116,0.00079651584,0.00018848431,0.0027535826,0.018267779,0.000017537368,0.2746288,0.27042055,0.0012904623],"about_ca_topic_score_codex":0.00034193145,"about_ca_topic_score_gemma":0.000644979,"teacher_disagreement_score":0.2650871,"about_ca_system_score_codex":0.00035885427,"about_ca_system_score_gemma":0.00040895655,"threshold_uncertainty_score":0.9589366},"labels":[],"label_agreement":null},{"id":"W4382518792","doi":"10.2139/ssrn.4492695","title":"Articleexamining the Impact of Incomplete Financial Incentive Withdrawal on Physical Activity: A Large Natural Experiment of 584,760 Canadian Mhealth App Users","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"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 British Columbia; Western University","funders":"","keywords":"mHealth; Incentive; Natural experiment; Natural (archaeology); Business; Mobile apps; Psychology; Computer science; Economics; Medicine; Microeconomics; History; World Wide Web; Psychiatry; Psychological intervention","score_opus":0.019464121258082324,"score_gpt":0.28939470675709084,"score_spread":0.2699305854990085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382518792","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":[0.9981744,0.00022815475,0.000060322636,0.00041469667,0.00045158676,0.00045921936,0.00003268213,0.000042828222,0.00013607267],"genre_scores_gemma":[0.99843955,0.000090742054,0.000010180858,0.00008464427,0.0011527805,0.000019823874,0.00005283703,0.00006503892,0.00008438497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956296,0.00011198696,0.00059781753,0.0004959582,0.0008213101,0.0023433268],"domain_scores_gemma":[0.99755394,0.000100250385,0.0014238415,0.00047162795,0.0004007713,0.0000495453],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018503754,0.00048752315,0.0008417235,0.0007721134,0.000492904,0.00017300737,0.000739845,0.00015335198,0.000025057685],"category_scores_gemma":[0.00028042545,0.00035791393,0.00071695965,0.0008769461,0.00010993413,0.00042234187,0.0004987965,0.0030501091,0.000030015812],"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":[0.0037012317,0.0026256652,0.7475361,0.0007303935,0.0027590324,0.00010845103,0.0061758356,0.009084455,0.0037094415,0.19683486,0.0025502748,0.02418425],"study_design_scores_gemma":[0.0030988846,0.00076227746,0.84865326,0.001319316,0.000963963,0.000014117805,0.00335546,0.06799881,0.0005803859,0.07142062,0.00038524365,0.0014476507],"about_ca_topic_score_codex":0.1122288,"about_ca_topic_score_gemma":0.12367456,"teacher_disagreement_score":0.12541425,"about_ca_system_score_codex":0.0023827343,"about_ca_system_score_gemma":0.0046080514,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W4382520656","doi":"10.5539/ijef.v15n6p27","title":"Financial Inclusion and the Role of Financial Literacy in the Philippines","year":2023,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial inclusion; Financial literacy; Enabling; Financial services; Inclusion (mineral); Finance; Business; Economics; Sociology; Social science; Psychology","score_opus":0.006806920627312413,"score_gpt":0.2184240339101864,"score_spread":0.21161711328287397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382520656","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":[0.99556965,0.0008552977,0.0000031381744,0.0028002742,0.00035919837,0.00007951935,0.0000058103838,0.000002116904,0.00032497637],"genre_scores_gemma":[0.994839,0.0031561016,0.000050124687,0.0010080974,0.0009010611,0.0000035344199,0.0000060520774,0.000005776322,0.000030245095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909544,0.000014678395,0.0005319627,0.00011475171,0.0001368911,0.000106257234],"domain_scores_gemma":[0.99893767,0.00013184003,0.0005924049,0.000089919886,0.00024484485,0.000003333886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010349352,0.00009766898,0.0002289186,0.00030117534,0.00014188739,0.00013342097,0.0004182335,0.000038626895,0.000009465113],"category_scores_gemma":[0.00034665136,0.000063162996,0.00009545207,0.00024434694,0.00011541499,0.0006700004,0.0004040102,0.0001260194,0.0000043227897],"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":[0.0007690364,0.000089351604,0.1420666,0.000024877767,0.0000184866,0.00003346136,0.002062824,0.0014471422,0.00006159845,0.7785439,0.0007543169,0.07412839],"study_design_scores_gemma":[0.0020739634,0.000024579327,0.42367068,0.00014744143,0.00003536377,0.000018543606,0.00009401499,0.046432786,0.000033326327,0.32775027,0.19956931,0.00014973528],"about_ca_topic_score_codex":0.00016987316,"about_ca_topic_score_gemma":0.0001358018,"teacher_disagreement_score":0.45079365,"about_ca_system_score_codex":0.000014714776,"about_ca_system_score_gemma":0.000036375513,"threshold_uncertainty_score":0.25757122},"labels":[],"label_agreement":null},{"id":"W4382938997","doi":"10.17061/phrp3322315","title":"A rapid review of initiatives to address financial strain and wellbeing in high-income contexts","year":2023,"lang":"en","type":"review","venue":"Public Health Research & Practice","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"PsycINFO; Equity (law); MEDLINE; Health equity; Medical education; Medicine; Public relations; Psychology; Political science; Public health; Nursing","score_opus":0.30366143029921583,"score_gpt":0.4814455633762506,"score_spread":0.17778413307703478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382938997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038583174,0.97930044,0.0000069122234,0.014336991,0.00020077039,0.004039567,0.0000933961,0.00006871986,0.0019145972],"genre_scores_gemma":[0.00009272802,0.99187124,0.0002300393,0.0056499075,0.00087526906,0.0006504371,0.0003779731,0.00010289807,0.00014952799],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99006176,0.0025868153,0.002559552,0.0011011588,0.0020926574,0.0015980827],"domain_scores_gemma":[0.9896229,0.0051511433,0.0020469609,0.0008179155,0.0021550967,0.00020602149],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.041762047,0.0005211132,0.0029666016,0.00384952,0.0004253698,0.00054567517,0.0009108239,0.0002557684,0.000301065],"category_scores_gemma":[0.09947353,0.00047471974,0.00026185464,0.009686936,0.0001820424,0.0035646844,0.0012989416,0.0017680152,0.00044899402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025084455,0.00014808516,0.00016597548,0.27992177,0.000038019807,0.00006862694,0.00011130907,6.9511586e-8,5.2505e-8,0.0175535,0.004978338,0.6969892],"study_design_scores_gemma":[0.00023923439,0.000060803162,0.0026082844,0.115530156,0.000104912455,0.000003039701,0.00007473905,0.00000902275,1.2285666e-8,0.00017473259,0.8808881,0.00030695758],"about_ca_topic_score_codex":0.0047516893,"about_ca_topic_score_gemma":0.00095166924,"teacher_disagreement_score":0.87590975,"about_ca_system_score_codex":0.00043819356,"about_ca_system_score_gemma":0.003018041,"threshold_uncertainty_score":0.99977046},"labels":[],"label_agreement":null},{"id":"W4383824650","doi":"10.2139/ssrn.4505075","title":"The Effects of Cryptocurrency Wealth on Household Consumption and Investment","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Cryptocurrency; Consumption (sociology); Investment (military); Economics; Monetary economics; Business; Financial economics; Computer science","score_opus":0.011726440541763212,"score_gpt":0.23037211812128774,"score_spread":0.21864567757952452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383824650","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":[0.9970819,0.0017063592,0.000021414713,0.0003437697,0.00032627484,0.00021237187,5.1715506e-7,0.000047969817,0.0002594496],"genre_scores_gemma":[0.9916795,0.007149284,0.000004697674,0.00037808638,0.00040625513,0.000009940993,0.0000071273953,0.000018742097,0.0003463998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982048,0.000031324016,0.00029783207,0.00016263462,0.00034360716,0.00095976645],"domain_scores_gemma":[0.9992768,0.00014092683,0.00033687547,0.00015666454,0.000074481,0.000014225178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014202677,0.00013832786,0.00016960475,0.00027583455,0.00045553097,0.0001283326,0.00017388466,0.000038424267,0.0000074896243],"category_scores_gemma":[0.00023123743,0.000095774674,0.00008508601,0.00046313455,0.00006439035,0.0002909439,0.00007057633,0.00051461713,0.00008086793],"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":[0.00007591,0.000060280294,0.23665962,0.0001738298,0.000059158923,0.000004695637,0.000044724722,0.000019810566,0.00052754715,0.74851286,0.0021840213,0.011677555],"study_design_scores_gemma":[0.0020363238,0.00038236455,0.47121745,0.00042719356,0.00033131504,0.000014603273,0.00028450348,0.0013946303,0.00021304589,0.50389475,0.019373199,0.00043063957],"about_ca_topic_score_codex":0.00009107497,"about_ca_topic_score_gemma":0.00031469532,"teacher_disagreement_score":0.2446181,"about_ca_system_score_codex":0.00014477492,"about_ca_system_score_gemma":0.00015459585,"threshold_uncertainty_score":0.3905578},"labels":[],"label_agreement":null},{"id":"W4384434867","doi":"10.2139/ssrn.4507226","title":"COVID-19, Home Equity and Retirement Funding","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Lethbridge","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Equity (law); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Political science; Medicine; Virology; Infectious disease (medical specialty); Outbreak; Internal medicine","score_opus":0.06044732745668039,"score_gpt":0.3158985730966758,"score_spread":0.2554512456399954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384434867","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":[0.9635346,0.007869824,0.0046276874,0.013584534,0.0044790036,0.0013401597,0.000024960873,0.00090375874,0.003635484],"genre_scores_gemma":[0.9841326,0.0055663367,0.00009220853,0.0025051788,0.004287928,0.00003303736,0.00017289916,0.0001338501,0.0030759845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993708,0.000061012113,0.0009282131,0.00088870246,0.0011577626,0.0032562986],"domain_scores_gemma":[0.9977817,0.00007885539,0.0011764386,0.00054447766,0.0002948109,0.00012373898],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007062332,0.0006020535,0.0007470784,0.0011206057,0.00097654056,0.0014352018,0.0009974478,0.0003215593,0.0003436655],"category_scores_gemma":[0.0010371277,0.00058524,0.00041809754,0.00072464783,0.0001136035,0.0007122222,0.004703448,0.0036905387,0.0002888821],"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":[0.00027818317,0.00016892946,0.4734583,0.0017539157,0.0005906606,0.00015339396,0.00021823845,0.0008315092,0.00016504267,0.50163174,0.011348091,0.00940199],"study_design_scores_gemma":[0.0008602544,0.0000433956,0.015372805,0.00027146493,0.0006561728,0.000032551394,0.00051301136,0.002291335,0.0000024572025,0.95466655,0.024376323,0.0009136609],"about_ca_topic_score_codex":0.0027320806,"about_ca_topic_score_gemma":0.006562526,"teacher_disagreement_score":0.45808548,"about_ca_system_score_codex":0.003000553,"about_ca_system_score_gemma":0.0028208815,"threshold_uncertainty_score":0.9996599},"labels":[],"label_agreement":null},{"id":"W4384497937","doi":"10.1093/jae/ejad012","title":"The Well-being Effects of an Old-Age Pension: Experimental Evidence for Ekiti State in Nigeria","year":2023,"lang":"en","type":"article","venue":"Journal of African Economies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Carleton University","funders":"","keywords":"Spillover effect; Pension; Welfare; Economics; Psychological intervention; Quality of life (healthcare); Developing country; Development economics; Demographic economics; Economic growth; Medicine; Macroeconomics; Finance; Psychiatry","score_opus":0.01995156181127758,"score_gpt":0.26819979408824396,"score_spread":0.24824823227696638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384497937","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":[0.99844295,0.0003651688,0.0000057830684,0.00021008115,0.00047000212,0.00022317593,6.4089767e-7,0.000014046759,0.00026814817],"genre_scores_gemma":[0.9987909,0.0001457076,0.00013650526,0.0001503205,0.00045836464,0.000012621186,0.0000026899118,0.00002018273,0.00028267477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864835,0.000030147796,0.0007211455,0.00016270494,0.00017457186,0.00026307054],"domain_scores_gemma":[0.998204,0.0005883588,0.0008405884,0.00019079758,0.0001575764,0.000018682673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011229302,0.00014562628,0.0003969912,0.00043782985,0.0001747812,0.00022788854,0.00033552025,0.000028568296,0.000036793328],"category_scores_gemma":[0.0004428992,0.00011114529,0.00019167342,0.00041136547,0.00008655168,0.0016268585,0.000116476534,0.000091847214,0.000026053383],"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":[0.003583109,0.00057906675,0.90669435,0.0013469699,0.0002695966,0.00064240966,0.010575309,0.004820887,0.035655525,0.010195574,0.016706107,0.0089310715],"study_design_scores_gemma":[0.005283474,0.000997774,0.85813665,0.002373077,0.0003344993,0.000016787559,0.0138069475,0.019031372,0.037611715,0.030392729,0.030806985,0.001207981],"about_ca_topic_score_codex":0.0001573647,"about_ca_topic_score_gemma":0.00035746803,"teacher_disagreement_score":0.048557717,"about_ca_system_score_codex":0.00007326448,"about_ca_system_score_gemma":0.000032563054,"threshold_uncertainty_score":0.45323732},"labels":[],"label_agreement":null},{"id":"W4384562942","doi":"10.1016/j.socec.2023.102067","title":"Behavioral consequences of income and expense shocks","year":2023,"lang":"en","type":"article","venue":"Journal of Behavioral and Experimental Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"University of British Columbia; University of Washington","keywords":"Shock (circulatory); Toll; Economics; Psychological resilience; Intervention (counseling); Coping (psychology); Dynamic inconsistency; Monetary economics; Demographic economics; Finance; Psychology; Microeconomics; Social psychology; Medicine","score_opus":0.033896416218668124,"score_gpt":0.2866072290732453,"score_spread":0.2527108128545772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384562942","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":[0.9991753,0.0003407974,3.7326103e-7,0.00006292244,0.00025031136,0.00007895092,0.000005118315,0.000013792561,0.00007244243],"genre_scores_gemma":[0.99937266,0.000102681865,0.00015488049,0.000084138715,0.00020508989,0.0000030573638,0.000010089398,0.000015088585,0.000052339987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989262,0.000007897324,0.00061823963,0.00015863182,0.00011653468,0.00017249398],"domain_scores_gemma":[0.99920493,0.000014783621,0.00056520913,0.00009512663,0.000087062304,0.00003285726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002442299,0.00015888581,0.00039499957,0.00036051977,0.00010758205,0.00013200866,0.00013041946,0.00006177707,0.00013568635],"category_scores_gemma":[0.0000049743558,0.00014422664,0.000120343764,0.00016613696,0.00022085568,0.0010852802,0.0001670773,0.00009398105,0.000012608896],"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":[0.00019110912,0.00022037224,0.95980996,0.000030381978,0.0000130050685,0.000056325764,0.00057866407,0.000023888098,0.036517136,0.0010966728,0.00024560222,0.0012168805],"study_design_scores_gemma":[0.008559556,0.0019137037,0.80518335,0.0005889807,0.0012382504,0.00034155796,0.031388164,0.0026927814,0.13233863,0.005059149,0.0084766485,0.002219258],"about_ca_topic_score_codex":0.0005851777,"about_ca_topic_score_gemma":0.000044779234,"teacher_disagreement_score":0.15462664,"about_ca_system_score_codex":0.000035691224,"about_ca_system_score_gemma":0.000022051587,"threshold_uncertainty_score":0.5881392},"labels":[],"label_agreement":null},{"id":"W4384948491","doi":"10.1093/oso/9780192889195.002.0009","title":"The Pension Research Council","year":2023,"lang":"en","type":"other","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fidelity Investments; TIAA Institute; McGill University; FINRA Investor Education Foundation; Pew Charitable Trusts","keywords":"Scholarship; Pension; Subject (documents); Actuarial science; Business; Law and economics; Political science; Economics; Library science; Computer science; Finance; Law","score_opus":0.13948798554868483,"score_gpt":0.3092632011151283,"score_spread":0.16977521556644345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384948491","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013368028,0.0005511277,0.0000021184205,0.00065720343,0.0010612052,0.00042372447,0.0000024130736,0.0010662599,0.9961023],"genre_scores_gemma":[0.00093543454,0.00049536844,0.00002755913,0.00047819506,0.0040899357,0.00003940571,0.000026399966,0.00095942244,0.9929483],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543256,0.000030512869,0.00031318088,0.00052188936,0.0031144633,0.00058737816],"domain_scores_gemma":[0.9971835,0.0002219997,0.00022661984,0.0008386215,0.0015172345,0.00001200256],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0043293983,0.00027751326,0.0003024644,0.0005294034,0.0006591391,0.0006975243,0.00065155537,0.00022657936,0.0077665197],"category_scores_gemma":[0.0018503086,0.00017516485,0.00016859194,0.001677085,0.00017525376,0.0002186181,0.0006060552,0.0003882411,0.036614947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009590305,0.000013207917,0.002707113,0.000051208288,0.000013493771,0.000015766569,0.0000049780433,3.6998438e-7,0.0000045943857,0.024574319,0.9714747,0.001130651],"study_design_scores_gemma":[0.00012336874,0.0000034150155,0.0013133504,0.00017491689,0.00004826219,1.5576099e-7,0.0000504421,0.00038430063,7.634604e-7,0.0013542118,0.99631524,0.00023157455],"about_ca_topic_score_codex":0.020694297,"about_ca_topic_score_gemma":0.08945653,"teacher_disagreement_score":0.068762235,"about_ca_system_score_codex":0.0002600589,"about_ca_system_score_gemma":0.00017146222,"threshold_uncertainty_score":0.9931405},"labels":[],"label_agreement":null},{"id":"W4385212617","doi":"10.3390/jrfm16070342","title":"Differences in the Destination of Savings According to Gender, and Its Economic Rights Implications","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto Tecnológico y de Estudios Superiores de Monterrey","keywords":"Destinations; Real estate; Test (biology); Demographic economics; Contrast (vision); Economics; Political science; Finance; Tourism","score_opus":0.02243641916808766,"score_gpt":0.23856863320926738,"score_spread":0.21613221404117972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385212617","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":[0.99866277,0.00011815883,0.00026738504,0.00015089214,0.00012443328,0.0001933762,0.000002851512,0.000007733117,0.0004724263],"genre_scores_gemma":[0.9990297,0.0004035651,0.00016891079,0.00012834916,0.00023598743,0.000008428154,0.0000026960115,0.000005318075,0.000017076074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990897,0.000017935101,0.00043763375,0.00014368327,0.00016622602,0.00014478403],"domain_scores_gemma":[0.99930686,0.00007912078,0.00041865525,0.00009346525,0.00009030189,0.000011610987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008537979,0.00010431286,0.00022210446,0.0007229564,0.00018592169,0.00011125073,0.00020005416,0.000027933569,0.000007376935],"category_scores_gemma":[0.00011742309,0.000075949756,0.000056249286,0.0006422335,0.000020322852,0.00045880664,0.00013959406,0.00008758061,0.0000129161945],"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":[0.000038203318,0.000038587663,0.9004069,0.00009310599,0.0000074656814,0.000012202919,0.0005459449,0.00007129798,0.000040088995,0.083277404,0.0006335813,0.014835242],"study_design_scores_gemma":[0.0002759685,0.000018421493,0.9783364,0.00006330675,0.00010111996,0.000001733409,0.00036161387,0.0006322839,0.0000055136306,0.01589947,0.0042169085,0.00008725381],"about_ca_topic_score_codex":0.0001608587,"about_ca_topic_score_gemma":0.00014246772,"teacher_disagreement_score":0.077929534,"about_ca_system_score_codex":0.00002225439,"about_ca_system_score_gemma":0.000008089012,"threshold_uncertainty_score":0.3097141},"labels":[],"label_agreement":null},{"id":"W4385273118","doi":"10.2139/ssrn.4521274","title":"What People Believe About Monetary Finance and What We Can(‘t) Do About it: Evidence from a Large-Scale, Multi-Country Survey Experiment","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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; Bank of Canada; Government of Canada","funders":"","keywords":"Scale (ratio); Economics; Monetary economics; Geography; Cartography","score_opus":0.017335975374765333,"score_gpt":0.2584325653985468,"score_spread":0.24109659002378148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385273118","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":[0.8650956,0.13172263,0.00019958048,0.0014942745,0.0010629153,0.00030803608,0.000015364483,0.000091683214,0.000009894106],"genre_scores_gemma":[0.71039593,0.28677088,0.00007894674,0.00080780365,0.0008397223,0.000028884124,0.000172415,0.00006196399,0.0008434837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467903,0.00011913511,0.0008089126,0.0008205329,0.00088621385,0.0026861988],"domain_scores_gemma":[0.99821424,0.00021511289,0.0006145668,0.0005155816,0.0003858439,0.00005463146],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0034654844,0.0005187812,0.00066180393,0.00047265366,0.0008013767,0.0029262817,0.0006382842,0.00017790098,0.00018664042],"category_scores_gemma":[0.00024939558,0.00048735586,0.00021614457,0.0016245302,0.00007731911,0.008361432,0.0004171688,0.0012168733,0.00029111322],"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":[0.0004073707,0.0002956712,0.96946543,0.00013294148,0.0002619126,0.00006997689,0.0045078467,0.0005122568,0.00061620923,0.0014054482,0.00514175,0.0171832],"study_design_scores_gemma":[0.0020904974,0.00007905003,0.93577904,0.002924827,0.0003151287,0.000021821948,0.01630408,0.022930475,0.00006244546,0.005375156,0.0129789645,0.0011385253],"about_ca_topic_score_codex":0.007656083,"about_ca_topic_score_gemma":0.11625603,"teacher_disagreement_score":0.15504824,"about_ca_system_score_codex":0.00047193855,"about_ca_system_score_gemma":0.0005238668,"threshold_uncertainty_score":0.9997578},"labels":[],"label_agreement":null},{"id":"W4385423576","doi":"10.18280/ijsdp.180729","title":"Tech-Optimists and Financial Education - A Research on the Efficacy of Communication Mediums of Government Economic Policies","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Economics education; Finance; Economic growth; Economic policy; Public relations; Public economics; Economics; Political science; Higher education","score_opus":0.0327951114194791,"score_gpt":0.31346178381341555,"score_spread":0.28066667239393644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385423576","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":[0.9972762,0.00016484597,0.000007570681,0.0009626728,0.00012573431,0.00011084896,0.000001314045,0.000004416045,0.0013464076],"genre_scores_gemma":[0.99895406,0.00009220917,0.00019338736,0.000112371265,0.00022960585,0.0000056589497,0.000014384783,0.0000064599385,0.00039188997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987438,0.000024352608,0.00044382134,0.000087211934,0.00056241814,0.0001384265],"domain_scores_gemma":[0.99842155,0.00033019792,0.00048939337,0.00008465704,0.00066329003,0.000010927271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017565364,0.000080377395,0.0001498103,0.00057791686,0.00017239798,0.00010652375,0.00029911735,0.000033710683,0.000024616396],"category_scores_gemma":[0.0006475808,0.00006253108,0.000033659904,0.0003022694,0.000085183754,0.00036360908,0.00023881103,0.00013484302,0.0000034801972],"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":[0.0013054244,0.00037657216,0.64794713,0.0004204028,0.00023002867,0.0000925802,0.016638134,0.0028851056,0.0007105775,0.27794477,0.032075234,0.019374058],"study_design_scores_gemma":[0.000719646,0.00004175007,0.9118748,0.000857533,0.000035894696,0.0000053642502,0.030751567,0.0008610348,0.001290702,0.0042118724,0.049189523,0.00016036186],"about_ca_topic_score_codex":0.00020461387,"about_ca_topic_score_gemma":0.00000964875,"teacher_disagreement_score":0.2737329,"about_ca_system_score_codex":0.00013416336,"about_ca_system_score_gemma":0.00019206807,"threshold_uncertainty_score":0.25499433},"labels":[],"label_agreement":null},{"id":"W4385852450","doi":"10.1177/08982643231195924","title":"Perceptions of Increases in Cost of Living and Psychological Distress Among Older Adults","year":2023,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"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 Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anger; Anxiety; Psychology; Distress; Clinical psychology; Depression (economics); Perception; Mental health; Psychological distress; Psychiatry","score_opus":0.02810272257514494,"score_gpt":0.3180962514595603,"score_spread":0.2899935288844153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385852450","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":[0.9992086,0.0002767417,0.000010559424,0.00033943457,0.000037014674,0.000065878725,0.0000024450644,0.0000067184997,0.00005257434],"genre_scores_gemma":[0.99893475,0.0006901712,0.00007536195,0.00013433279,0.00013990403,8.009432e-7,0.0000037734087,0.0000052619744,0.000015641153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991095,0.00002180535,0.00047871924,0.00009743911,0.00016034288,0.0001321752],"domain_scores_gemma":[0.99917305,0.00008927904,0.0005139734,0.00006096382,0.00014171135,0.000021005166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078998454,0.00006859417,0.00028812874,0.00041749922,0.000075014264,0.00003069368,0.000060268154,0.000026732874,0.00003787801],"category_scores_gemma":[0.00018887548,0.000055049695,0.000044296925,0.0005245423,0.000058481983,0.00029661763,0.00005550579,0.000111218455,9.1171404e-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":[0.000012612865,0.00010147653,0.9945106,0.00031595197,0.0000034162238,0.0000053199524,0.00035773634,0.000014274116,0.000015684906,0.00008087533,0.0004910307,0.004091016],"study_design_scores_gemma":[0.00024306212,0.00003263029,0.99516404,0.0024540666,0.000018902972,0.0000027952572,0.001007639,0.00095407653,7.056446e-7,0.00005017837,0.000025106865,0.000046797286],"about_ca_topic_score_codex":0.00198546,"about_ca_topic_score_gemma":0.00050348416,"teacher_disagreement_score":0.004044219,"about_ca_system_score_codex":0.0000132252635,"about_ca_system_score_gemma":0.000010979178,"threshold_uncertainty_score":0.3001435},"labels":[],"label_agreement":null},{"id":"W4385968354","doi":"10.1177/00221465231190977","title":"Policy Brief","year":2023,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Political science","score_opus":0.03678620210971978,"score_gpt":0.32361829177776325,"score_spread":0.28683208966804347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385968354","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":[0.99338806,0.00011866573,0.0000026318976,0.0058376766,0.00028750175,0.00009414837,0.000002019274,0.000030265815,0.00023904344],"genre_scores_gemma":[0.99181116,0.00010013819,0.000045923112,0.004867636,0.0028084521,0.0000031154,0.000015989232,0.000015863896,0.00033174275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987151,0.00002051517,0.0005432084,0.00009799903,0.00033426532,0.00028892796],"domain_scores_gemma":[0.9990746,0.000016712587,0.00060581096,0.000055976656,0.00021594582,0.00003096857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080296316,0.0000983428,0.0003205305,0.0005462696,0.00045944916,0.00012635799,0.00010913053,0.000053226173,0.000055341156],"category_scores_gemma":[0.00011093113,0.00008750167,0.00013670661,0.0007603253,0.000040457944,0.00049447495,0.000060777198,0.00014947087,0.000055947297],"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":[0.00003997924,0.00008370088,0.9194259,0.000151713,0.0000066125567,0.000052634558,0.00058635016,5.052763e-7,0.00006657931,0.010118573,0.023038348,0.046429124],"study_design_scores_gemma":[0.0005497459,0.000048231337,0.9159481,0.000034978533,0.00006625828,0.000005276636,0.0004941104,0.000022834656,0.0000017067356,0.0010101969,0.08169966,0.00011887983],"about_ca_topic_score_codex":0.00056618365,"about_ca_topic_score_gemma":0.000038025795,"teacher_disagreement_score":0.058661312,"about_ca_system_score_codex":0.00004805619,"about_ca_system_score_gemma":0.000189372,"threshold_uncertainty_score":0.35682145},"labels":[],"label_agreement":null},{"id":"W4386282960","doi":"10.5539/res.v15n3p16","title":"Personal Finance Management Skills and Financial Sustainability Literacy Knowledge of Generation Y: An Empirical Analysis in Lithuania","year":2023,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Sustainability; Competence (human resources); Finance; Originality; Lithuanian; Empirical research; Business; Economics; Accounting; Psychology; Management; Creativity; Social psychology","score_opus":0.03184608160206631,"score_gpt":0.34368610566180946,"score_spread":0.31184002405974315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386282960","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":[0.9604662,0.037554268,0.000016464708,0.00021188847,0.000073584284,0.00043193082,0.0000072329626,0.00003520658,0.0012031952],"genre_scores_gemma":[0.9424872,0.055851497,0.00026700404,0.00038582773,0.00031306886,0.000022516677,0.000107705666,0.000021332751,0.00054388767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979521,0.00017867901,0.0009006753,0.00048035217,0.00024796446,0.00024022303],"domain_scores_gemma":[0.99834955,0.000063186,0.00042309667,0.00032964084,0.0008233698,0.000011152967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021759025,0.00022825194,0.00085618475,0.000723101,0.000116385876,0.00003930035,0.00018840308,0.000022386172,0.000026108326],"category_scores_gemma":[0.00077506894,0.00019608843,0.0002371328,0.004122148,0.00013584712,0.0005962311,0.00046115863,0.00008052271,0.000029956434],"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":[0.000023789884,0.0005643479,0.88601863,0.026011556,0.00022267686,0.00005429481,0.002161965,0.000049705697,0.00001962163,0.00241004,0.0052597555,0.07720361],"study_design_scores_gemma":[0.00025360615,0.000023126826,0.96424764,0.0019670464,0.00089151826,1.9978803e-7,0.00018935029,0.0026007171,0.0000027744445,0.0001454866,0.029460762,0.00021774782],"about_ca_topic_score_codex":0.000025089868,"about_ca_topic_score_gemma":0.00008899939,"teacher_disagreement_score":0.078229025,"about_ca_system_score_codex":0.00005220507,"about_ca_system_score_gemma":0.000019511452,"threshold_uncertainty_score":0.7996254},"labels":[],"label_agreement":null},{"id":"W4386371268","doi":"10.1017/asb.2023.27","title":"Target benefit versus defined contribution scheme: a multi-period framework","year":2023,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pooling; Investment (military); Scheme (mathematics); Investment strategy; Asset allocation; Schedule; Actuarial science; Economics; Asset (computer security); Finance; Computer science; Market liquidity; Computer security; Portfolio","score_opus":0.021251088848494498,"score_gpt":0.24863671222122016,"score_spread":0.22738562337272566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386371268","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":[0.9846422,0.00027500285,0.0019754618,0.0069638784,0.0018799567,0.0006093034,0.000027617574,0.001208253,0.0024183444],"genre_scores_gemma":[0.98240465,0.000016918413,0.011953862,0.0012473988,0.0015893058,0.00008992106,0.0008130344,0.000074004376,0.0018108838],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978332,0.000016438507,0.00047631576,0.000552815,0.00047529404,0.0006459472],"domain_scores_gemma":[0.9986965,0.00017639415,0.0002796456,0.00041001482,0.00040777941,0.000029681783],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057979213,0.00031943124,0.0003812291,0.00037479412,0.00044211434,0.0003123518,0.0003334889,0.00018840285,0.0050191856],"category_scores_gemma":[0.0027805143,0.0003271817,0.00020869971,0.0016370235,0.00006838353,0.00023132272,0.0003352453,0.00026999513,0.018307516],"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":[0.00097596797,0.00029009435,0.7434292,0.00019883784,0.000109751345,0.00016328388,0.00013495226,0.00077379914,0.0012664464,0.101058446,0.14949447,0.0021047513],"study_design_scores_gemma":[0.002927713,0.000032614636,0.19718583,0.00021211244,0.00015466049,9.17444e-7,0.00012043619,0.021666566,0.00011806214,0.0015764687,0.7752719,0.00073269603],"about_ca_topic_score_codex":0.00034024697,"about_ca_topic_score_gemma":0.000057045138,"teacher_disagreement_score":0.6257774,"about_ca_system_score_codex":0.000059100308,"about_ca_system_score_gemma":0.000019088198,"threshold_uncertainty_score":0.99991804},"labels":[],"label_agreement":null},{"id":"W4386475361","doi":"10.3390/jrfm16090396","title":"Measuring the Performance of Private Pension Companies in Türkiye by Gray Relational Analysis Method","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Legislation; Pension system; Private pension; Business; Gray (unit); Private sector; Accounting; Government (linguistics); Investment (military); Actuarial science; Public economics; Finance; Economics; Economic growth; Political science; Politics","score_opus":0.01639583158777442,"score_gpt":0.2271113322859059,"score_spread":0.2107155006981315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386475361","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":[0.99672973,0.0003005197,0.002326156,0.00010041751,0.00016874436,0.00015252833,0.0000039013125,0.000013654888,0.00020433417],"genre_scores_gemma":[0.9969473,0.0011822154,0.0014594393,0.0001026154,0.00019226808,0.000004139017,0.00001607151,0.000011723853,0.00008422904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804646,0.00005572153,0.000829531,0.0002018876,0.00063574134,0.00023064694],"domain_scores_gemma":[0.99852383,0.00011399334,0.0009439879,0.00018741687,0.00021702403,0.000013722255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025565492,0.00017269414,0.000484691,0.0013709667,0.00024558904,0.000077848475,0.0002621291,0.00005052871,0.000030156727],"category_scores_gemma":[0.00017378846,0.00012505802,0.00023483402,0.003258463,0.000058128902,0.0006100708,0.00023906183,0.00022970462,0.000013881662],"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":[0.00013430568,0.000056147215,0.975038,0.00010975798,0.00006552241,0.0000151467175,0.00017906335,0.0087777935,0.00006609991,0.0058364193,0.00093516643,0.0087866075],"study_design_scores_gemma":[0.0005436364,0.00002165735,0.9509461,0.000111879555,0.0008154489,8.346766e-7,0.00012644807,0.022567572,0.000030142792,0.001174855,0.023522459,0.00013896076],"about_ca_topic_score_codex":0.0002184343,"about_ca_topic_score_gemma":0.00013591888,"teacher_disagreement_score":0.024091864,"about_ca_system_score_codex":0.00003336549,"about_ca_system_score_gemma":0.0000110385,"threshold_uncertainty_score":0.5099718},"labels":[],"label_agreement":null},{"id":"W4386476624","doi":"10.3368/jhr.1222-12705r2","title":"The Effect of Household Earnings on Child School Mental Health Designations","year":2023,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Earnings; Propensity score matching; Context (archaeology); Recession; Mental health; Matching (statistics); Demographic economics; Economics; Labour economics; Psychology; Medicine; Psychiatry; Geography; Finance","score_opus":0.015043156508640876,"score_gpt":0.2512624859130718,"score_spread":0.23621932940443094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386476624","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":[0.9958961,0.00032596436,0.0000014943693,0.002405899,0.00011085219,0.00018857047,0.0000014933829,0.000033494933,0.0010361366],"genre_scores_gemma":[0.9982745,0.000095173054,0.0000032423159,0.00040256573,0.0006531202,0.0000019755255,0.0000052238793,0.000021859783,0.00054233195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983775,0.00014918612,0.00052583596,0.00008692824,0.0006381312,0.00022241172],"domain_scores_gemma":[0.998259,0.00028807868,0.0011232654,0.00021616434,0.00009505765,0.000018420487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034412008,0.00013692357,0.0002669847,0.00040243837,0.001488141,0.00015952322,0.00053216284,0.000025198382,0.000077932695],"category_scores_gemma":[0.00029114433,0.00006981362,0.00018952298,0.0006706238,0.000105920706,0.0002514265,0.00011167254,0.00029225735,0.000068640686],"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":[0.0013765083,0.00017306439,0.6702029,0.00033032207,0.00034632345,0.000019263925,0.0037780458,0.00566739,0.0044854875,0.0032947164,0.3065913,0.0037346685],"study_design_scores_gemma":[0.0016866002,0.0009443783,0.8628269,0.0008643319,0.0003185621,0.000009549348,0.001121192,0.00068140513,0.0008029738,0.0005880402,0.12989,0.0002660993],"about_ca_topic_score_codex":0.00015848844,"about_ca_topic_score_gemma":0.00005732338,"teacher_disagreement_score":0.19262396,"about_ca_system_score_codex":0.000036583864,"about_ca_system_score_gemma":0.000011899213,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W4386545289","doi":"10.1111/acfi.13176","title":"Credit cards and commercial insurance participation: Evidence from urban households in China","year":2023,"lang":"en","type":"article","venue":"Accounting and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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 Manitoba","funders":"","keywords":"Instrumental variable; Business; Market liquidity; China; Credit history; Actuarial science; Finance; Economics; Econometrics; Geography","score_opus":0.025214776511394057,"score_gpt":0.2514888232780005,"score_spread":0.22627404676660642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386545289","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":[0.99752015,0.0011041012,0.000008539677,0.0005137483,0.00031296085,0.00014726058,0.000010782109,0.00013339057,0.00024908112],"genre_scores_gemma":[0.99752754,0.000604976,0.000080671285,0.00046169956,0.0011072805,0.000035130462,0.00003721243,0.000025574052,0.0001199045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844754,0.00001647971,0.0003894224,0.00048742947,0.00028534202,0.00037379033],"domain_scores_gemma":[0.999285,0.00012036103,0.00023075301,0.0002636646,0.00009058301,0.000009652714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000599719,0.00021249983,0.00033309843,0.00020561423,0.00030447988,0.00033309293,0.0001880557,0.000092201546,0.000019537489],"category_scores_gemma":[0.00046261493,0.00021804185,0.000046304838,0.0012711596,0.00009636902,0.0017750625,0.00024417337,0.00017985556,0.00007472616],"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":[0.000027786393,0.000016545167,0.9903154,0.00005044532,0.0000032423115,0.000016019032,0.00032346704,0.000075662865,0.00006937824,0.0004916832,0.0031788484,0.0054315287],"study_design_scores_gemma":[0.0003338224,0.0000067461424,0.97836226,0.00034973424,0.000029515348,3.0349057e-7,0.000026410191,0.010254777,0.000015353944,0.000775112,0.009592127,0.00025385057],"about_ca_topic_score_codex":0.0062037334,"about_ca_topic_score_gemma":0.0011529473,"teacher_disagreement_score":0.011953145,"about_ca_system_score_codex":0.000019100225,"about_ca_system_score_gemma":0.000015851794,"threshold_uncertainty_score":0.93782306},"labels":[],"label_agreement":null},{"id":"W4386600772","doi":"10.36948/ijfmr.2023.v05i05.6337","title":"A Study on Financial Literacy among Teachers Working in Higher Educational Institutions Affiliated to VTU Bengaluru, West Region","year":2023,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Earnings; Finance; Descriptive research; Business; Descriptive statistics; Public relations; Political science; Economic growth; Economics; Sociology; Social science","score_opus":0.258096548374664,"score_gpt":0.46395456635555016,"score_spread":0.20585801798088615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386600772","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":[0.98424727,0.000015055899,0.000014438044,0.010600084,0.0026878642,0.0010359687,0.000008498347,0.00006583382,0.0013250156],"genre_scores_gemma":[0.99001163,0.000008383491,0.00014295948,0.00020376235,0.0043565244,0.00033088675,0.00021184134,0.00004382746,0.0046902094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961816,0.000115042945,0.00081464235,0.0005852519,0.0016409698,0.0006624915],"domain_scores_gemma":[0.9973732,0.00044680043,0.000252472,0.00027296031,0.0015849639,0.000069590904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029323595,0.0002542642,0.0002697978,0.0041424674,0.0010936471,0.00091870833,0.0009914375,0.000106686224,0.00021975391],"category_scores_gemma":[0.0019664173,0.00024133665,0.00020603795,0.0031095033,0.00010264502,0.0014384,0.0006623915,0.00085424044,0.0006665708],"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":[0.0006292886,0.0011584333,0.97144514,0.000011744622,0.000039520823,0.00033417225,0.0023826342,0.0031336555,0.00014434083,0.0054404004,0.013644821,0.0016358355],"study_design_scores_gemma":[0.0014851692,0.00012640517,0.9754292,0.0004706826,0.000019083882,0.000005596961,0.0010881316,0.0027730726,0.0000060628067,0.0028071923,0.015523484,0.0002659536],"about_ca_topic_score_codex":0.00047282976,"about_ca_topic_score_gemma":0.0013620161,"teacher_disagreement_score":0.010396322,"about_ca_system_score_codex":0.0006287167,"about_ca_system_score_gemma":0.00027492957,"threshold_uncertainty_score":0.98414224},"labels":[],"label_agreement":null},{"id":"W4386605182","doi":"10.17261/pressacademia.2023.1778","title":"INVESTMENT BEHAVIOUR AND RISK PERCEPTION: AN ANALYSIS FOR TURKISH MARKET","year":2023,"lang":"en","type":"article","venue":"Pressacademia","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Financial literacy; Investment (military); Test (biology); Turkish; Financial risk; Financial market; Psychology; Normality; Capital market; Quarter (Canadian coin); Economics; Actuarial science; Social psychology; Finance; Developmental psychology; Psychometrics; Political science; Geography","score_opus":0.021495287197645763,"score_gpt":0.2649562096787397,"score_spread":0.2434609224810939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386605182","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":[0.99734116,0.00009495835,0.00013140468,0.00019766684,0.00011628888,0.00041144257,0.00003990528,0.00027286547,0.0013943405],"genre_scores_gemma":[0.9944181,0.00018230412,0.00054743834,0.0010283297,0.0009052629,0.00015822196,0.0005040332,0.00003767903,0.0022186607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982743,0.000035330148,0.0003850189,0.0005788692,0.0003498998,0.0003765795],"domain_scores_gemma":[0.9991322,0.00006861006,0.00027006716,0.00033056652,0.00015857056,0.00003996905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010158735,0.00023235127,0.0003533096,0.0007107141,0.00037760747,0.00028426846,0.00026086226,0.0001860003,0.0008296876],"category_scores_gemma":[0.00019413508,0.000222879,0.0002118732,0.0014648378,0.00006193194,0.0011249988,0.00021605681,0.00021606493,0.00009940201],"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":[0.000037792084,0.00002598033,0.9799713,0.000054742864,0.000088617424,0.000002690505,0.00010735996,0.00017232742,0.000051173007,0.0008424571,0.017854065,0.00079152815],"study_design_scores_gemma":[0.00032345988,0.000009845271,0.87409395,0.000013430327,0.0022886374,2.1722333e-7,0.00013934547,0.0985201,0.0000068879117,0.001723431,0.022628622,0.00025208513],"about_ca_topic_score_codex":0.00086440047,"about_ca_topic_score_gemma":0.0002553759,"teacher_disagreement_score":0.105877325,"about_ca_system_score_codex":0.000034100696,"about_ca_system_score_gemma":0.00000939382,"threshold_uncertainty_score":0.90887415},"labels":[],"label_agreement":null},{"id":"W4386778847","doi":"10.1111/caje.12684","title":"Followers of the pied piper of pensioners","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sophistication; Panacea (medicine); Financial literacy; Value (mathematics); Pension; Affect (linguistics); Economics; Business; Monetary economics; Finance; Psychology; Sociology; Computer science","score_opus":0.09591813820316981,"score_gpt":0.17398100382764745,"score_spread":0.07806286562447763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386778847","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":[0.99563843,0.00005489345,0.0000018780102,0.0011773171,0.0015314699,0.00018361988,0.000040248728,0.0000061544642,0.0013659839],"genre_scores_gemma":[0.9980644,0.000024600402,0.00005638073,0.0006843547,0.00051953265,0.0000030825822,0.000016586864,0.00004110299,0.00058998266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981706,0.000020932339,0.0010566654,0.00023328257,0.000009500513,0.0005089831],"domain_scores_gemma":[0.9974384,0.00008341236,0.0014087432,0.00045645534,0.0004408762,0.00017214488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000864014,0.00021948441,0.0006407887,0.0012652777,0.0001635735,0.00007180412,0.000748794,0.00011652354,0.0004014441],"category_scores_gemma":[0.00048328596,0.00020670475,0.0004963858,0.0007372702,0.00018036617,0.0006389369,0.00006680364,0.00020053498,0.000041655225],"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":[0.00010671777,0.00002141331,0.61559725,0.00020446166,0.00019404608,0.0000897405,0.00074878795,0.012172636,0.0005083628,0.3554245,0.013762856,0.0011692358],"study_design_scores_gemma":[0.004491714,0.0002726355,0.5038267,0.0014626996,0.0012728656,0.00011539646,0.0035720537,0.0232184,0.0015851352,0.24000493,0.21802464,0.0021528297],"about_ca_topic_score_codex":0.18618548,"about_ca_topic_score_gemma":0.9212367,"teacher_disagreement_score":0.7350512,"about_ca_system_score_codex":0.00040679096,"about_ca_system_score_gemma":0.0009399253,"threshold_uncertainty_score":0.8429175},"labels":[],"label_agreement":null},{"id":"W4386831720","doi":"10.2139/ssrn.4574627","title":"Selection into Financial Education and Effects on Portfolio Choice","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Portfolio; Selection (genetic algorithm); Business; Finance; Actuarial science; Economics; Computer science; Artificial intelligence","score_opus":0.004475955976357374,"score_gpt":0.23098019082216553,"score_spread":0.22650423484580817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386831720","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":[0.9970838,0.00032276273,0.00005810435,0.0005340265,0.0006080568,0.00016347902,1.2806233e-7,0.00011380651,0.0011158242],"genre_scores_gemma":[0.9920332,0.0004335734,0.000022474307,0.0011614937,0.0040285788,0.000015987827,0.000027347529,0.000030381545,0.0022469836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980239,0.00002249565,0.00026251414,0.0002769421,0.00032689277,0.001087205],"domain_scores_gemma":[0.99939144,0.000048973925,0.00024430235,0.000110711204,0.00018478966,0.000019758594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010282501,0.00018961848,0.00019133226,0.0007573717,0.00052320136,0.0002300786,0.00014646961,0.00008200207,0.000041657317],"category_scores_gemma":[0.00043393666,0.00017907894,0.00009622896,0.0013929864,0.000019362757,0.00080927304,0.000056072935,0.0007357244,0.0003467135],"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":[0.00011469051,0.00017656921,0.55032814,0.0001383959,0.000048865015,0.000006606992,0.000079374026,0.000040555693,0.0014468362,0.23595731,0.016995378,0.1946673],"study_design_scores_gemma":[0.000991438,0.00021067991,0.56707096,0.0001876359,0.00025311156,0.00003964259,0.00018785907,0.0016913952,0.00019579551,0.3372666,0.091343865,0.0005610023],"about_ca_topic_score_codex":0.00063626526,"about_ca_topic_score_gemma":0.0017334388,"teacher_disagreement_score":0.1941063,"about_ca_system_score_codex":0.0003595174,"about_ca_system_score_gemma":0.00063921785,"threshold_uncertainty_score":0.7302627},"labels":[],"label_agreement":null},{"id":"W4386840370","doi":"10.3386/w31682","title":"Selection into Financial Education and Effects on Portfolio Choice","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"HEC Montréal; University of Pennsylvania","keywords":"Selection (genetic algorithm); Portfolio; Economics; Business; Actuarial science; Finance; Computer science; Artificial intelligence","score_opus":0.1930690766354423,"score_gpt":0.4795762797108543,"score_spread":0.286507203075412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386840370","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":[0.529361,0.00057309866,0.0000012598298,0.00086961023,0.0038726726,0.001711062,0.000017585839,0.00013875056,0.46345496],"genre_scores_gemma":[0.9575534,0.0005349014,0.00008204522,0.00032503175,0.016105207,0.0002909989,0.0017988922,0.0001125988,0.02319692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966785,0.00004775654,0.0006501702,0.00068049453,0.0016027765,0.00034035408],"domain_scores_gemma":[0.9956909,0.0006595956,0.00055911974,0.00022051152,0.002845202,0.000024711397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034787375,0.00026766464,0.00048379134,0.0030270359,0.00031384727,0.00023008636,0.0002938775,0.00035302484,0.00025524132],"category_scores_gemma":[0.0052738944,0.00028719328,0.00016103812,0.0009500941,0.000097440156,0.00058412517,0.00022832846,0.0005607965,0.00072743505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009522362,0.00021233405,0.12722322,0.0019138608,0.000074039395,0.0000035355527,0.000022775008,0.000070844864,0.0001950462,0.15961078,0.6921528,0.018425541],"study_design_scores_gemma":[0.0006950108,0.00012426906,0.29978415,0.0011521224,0.00015945903,0.00000442597,0.00002059017,0.0018782744,0.00028785306,0.32479507,0.37035704,0.0007417417],"about_ca_topic_score_codex":0.014697784,"about_ca_topic_score_gemma":0.0020391196,"teacher_disagreement_score":0.44025806,"about_ca_system_score_codex":0.0011737666,"about_ca_system_score_gemma":0.002662166,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W4386987516","doi":"10.1016/j.jempfin.2023.101421","title":"Portfolio allocation over the life cycle with multiple late-in-life saving motives","year":2023,"lang":"en","type":"article","venue":"Journal of Empirical Finance","topic":"Financial Literacy, Pension, Retirement Analysis","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":"Carleton University","funders":"National Institute on Aging; Carleton University; Washington State University; Korea Foundation for Advanced Studies; Virginia Commonwealth University; Vejchewin Research Institute","keywords":"Portfolio; Portfolio allocation; Preference; Health and Retirement Study; Economics; Actuarial science; Stock (firearms); Term (time); Demographic economics; Business; Finance; Microeconomics; Demography","score_opus":0.025098845695493983,"score_gpt":0.2779136719300916,"score_spread":0.2528148262345976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386987516","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":[0.99655133,0.00022778679,0.00007878958,0.0023253711,0.00020203105,0.00012083479,8.186239e-7,0.00002807002,0.00046496643],"genre_scores_gemma":[0.9963843,0.000113436596,0.00013970984,0.0023449757,0.00071961764,0.0000047149506,0.000005435965,0.000022882852,0.00026487742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831975,0.000025508552,0.0006265073,0.00020308938,0.00052806066,0.00029706978],"domain_scores_gemma":[0.99859697,0.00017697454,0.0006981124,0.000208176,0.00029700066,0.000022743036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007458974,0.00016849354,0.0003366597,0.00037562524,0.00016826403,0.00014750808,0.0003196021,0.00005992086,0.000087183995],"category_scores_gemma":[0.0012008437,0.00010801882,0.00014430028,0.0019641162,0.00006372309,0.001114692,0.000105213476,0.0002760021,0.00011139544],"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":[0.000112788,0.0000753396,0.9786368,0.000023103275,0.000015693897,0.000060213606,0.00011976432,0.011621039,0.00006158598,0.00039603308,0.008316961,0.00056068564],"study_design_scores_gemma":[0.0005943356,0.000023381708,0.9479147,0.00015524487,0.0000544537,0.0000016759084,0.00007660725,0.030802555,0.0000065914555,0.0005389894,0.019689498,0.00014195527],"about_ca_topic_score_codex":0.0001667686,"about_ca_topic_score_gemma":0.00015677254,"teacher_disagreement_score":0.030722082,"about_ca_system_score_codex":0.000039698407,"about_ca_system_score_gemma":0.000086286935,"threshold_uncertainty_score":0.44048798},"labels":[],"label_agreement":null},{"id":"W4387021145","doi":"10.1017/s1474746423000222","title":"Social Policy Responses to Rising Inflation in Canada and the United States","year":2023,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"Indexation; Inflation (cosmology); Economics; Social security; Monetary policy; Macroeconomics; Value (mathematics); Monetary economics; Market economy","score_opus":0.019585415276210102,"score_gpt":0.2817802419570166,"score_spread":0.2621948266808065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387021145","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":[0.97310233,0.000011380094,0.0000022898182,0.026312068,0.000038978113,0.00017444328,0.000012445542,0.000044031727,0.00030202535],"genre_scores_gemma":[0.98408437,0.000062254,0.0000101623755,0.012367615,0.003069962,0.000012611642,0.000081474,0.000016227388,0.00029532867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888617,0.00005854229,0.000252798,0.0001915647,0.00026188206,0.00034902184],"domain_scores_gemma":[0.9995679,0.00012990672,0.00012109209,0.00006545517,0.00009981829,0.000015829595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067060796,0.00014235811,0.00022416834,0.00029241104,0.0010289181,0.00022361058,0.00009771531,0.000069656824,0.0000065862323],"category_scores_gemma":[0.00046204822,0.000121342644,0.00008415214,0.0030534219,0.00015204982,0.000270802,0.000195586,0.0001339436,0.00000716051],"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":[0.0004990931,0.00003002684,0.61278945,0.00025136638,0.000096471915,0.000009423522,0.07005996,0.00024821472,0.00014095845,0.21247315,0.096121855,0.0072800103],"study_design_scores_gemma":[0.00083850074,0.0000022974764,0.9528449,0.000014553848,0.000033433145,1.13313355e-7,0.00514742,0.0045692734,0.00000225217,0.013610668,0.022745209,0.00019136735],"about_ca_topic_score_codex":0.97266024,"about_ca_topic_score_gemma":0.61097324,"teacher_disagreement_score":0.36168697,"about_ca_system_score_codex":0.00023194532,"about_ca_system_score_gemma":0.0003184689,"threshold_uncertainty_score":0.791371},"labels":[],"label_agreement":null},{"id":"W4387133265","doi":"10.1257/app.20220073","title":"Temporal Instability of Risk Preference among the Poor: Evidence from Payday Cycles","year":2023,"lang":"en","type":"article","venue":"American Economic Journal Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Preference; Poverty; Affect (linguistics); Economics; Social security; Demographic economics; Monetary economics; Psychology; Economic growth; Microeconomics","score_opus":0.024121248269374635,"score_gpt":0.21872740025394177,"score_spread":0.19460615198456713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387133265","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":[0.99801993,0.000039630726,0.000040374816,0.0002727787,0.0003332384,0.0002246932,0.00004941934,0.000066209686,0.00095373194],"genre_scores_gemma":[0.9975987,0.0006964336,0.0002923486,0.0003312593,0.00096025737,0.000019361063,0.00004263713,0.00003942496,0.00001957343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978646,0.000036599875,0.0010882309,0.0004844266,0.00010789878,0.00041824253],"domain_scores_gemma":[0.9964425,0.0004894922,0.0023928012,0.0005657836,0.000068796835,0.00004063829],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001413432,0.00029075096,0.00064718846,0.00028962665,0.00037338067,0.00035530914,0.0008697205,0.000054848242,0.00044395894],"category_scores_gemma":[0.00016406678,0.00024015881,0.0002688517,0.00037037645,0.0005667666,0.0011999818,0.00037679955,0.00036772288,0.0008060976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088685345,0.00002041233,0.9800034,0.000008961666,0.00005580731,7.748128e-7,0.0002063928,0.0064769452,0.00003428861,0.0012087949,0.0008440823,0.0110514425],"study_design_scores_gemma":[0.00026533825,0.000010951986,0.9692946,0.000030462186,0.00013566432,7.0078875e-7,0.0012154712,0.0129128015,0.00007412343,0.0132615855,0.0024954441,0.00030285012],"about_ca_topic_score_codex":0.01315229,"about_ca_topic_score_gemma":0.0048685246,"teacher_disagreement_score":0.012052791,"about_ca_system_score_codex":0.00020892093,"about_ca_system_score_gemma":0.00010175386,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W4387142413","doi":"10.54932/zjnj5054","title":"Selection into Financial Education and Effects on Portfolio Choice","year":2023,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Institute of Particle Physics; HEC Montréal","funders":"","keywords":"Selection (genetic algorithm); Portfolio; Selection bias; Sample (material); Welfare; Financial literacy; Portfolio allocation; Finance; Business; Economics; Actuarial science; Computer science; Statistics","score_opus":0.024115778583576924,"score_gpt":0.300123769309214,"score_spread":0.27600799072563703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387142413","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":[0.67145556,0.000679927,0.000029892528,0.0005181839,0.01324959,0.0019183299,0.0000043562486,0.0012585794,0.3108856],"genre_scores_gemma":[0.62539756,0.0013694245,0.00048625824,0.00909611,0.06705069,0.000627258,0.0033725465,0.0005387758,0.2920614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973755,0.000015935184,0.00053754076,0.0007806044,0.0009510663,0.0003393476],"domain_scores_gemma":[0.9980297,0.0001106621,0.00061349606,0.00031258358,0.0009107362,0.000022819066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065585074,0.00046618478,0.0005662251,0.0013884597,0.00034101252,0.00039769209,0.00017724259,0.00038391666,0.00035404254],"category_scores_gemma":[0.001965859,0.00044104442,0.00019389793,0.0015583284,0.000028507458,0.00065494905,0.00018410763,0.00036131934,0.000918749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021531703,0.00012984425,0.23094276,0.001774779,0.00002802689,0.000009695178,0.000013681275,0.000002841878,0.000067963745,0.0022669302,0.7038133,0.060928605],"study_design_scores_gemma":[0.00015647254,0.000025641348,0.3252634,0.0005487635,0.00036388662,0.000002054074,0.000006135317,0.00018391598,0.0000483988,0.0014309416,0.6714981,0.00047225217],"about_ca_topic_score_codex":0.017646054,"about_ca_topic_score_gemma":0.0043751285,"teacher_disagreement_score":0.094320655,"about_ca_system_score_codex":0.00027391966,"about_ca_system_score_gemma":0.00062684057,"threshold_uncertainty_score":0.99985915},"labels":[],"label_agreement":null},{"id":"W4387351764","doi":"10.1007/978-981-99-4405-7_19","title":"An Exploratory Analysis of Personal Finance in the Context of COVID-19","year":2023,"lang":"en","type":"book-chapter","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Pandemic; Population; Exploratory research; Business; Coronavirus disease 2019 (COVID-19); Gross domestic product; Actuarial science; Demographic economics; Geography; Economics; Economic growth; Medicine; Environmental health; Sociology","score_opus":0.04509650371657834,"score_gpt":0.267326891344765,"score_spread":0.22223038762818667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387351764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47343558,0.0017525093,0.0003058014,0.0022542987,0.00091934024,0.0027356078,0.00063250226,0.0004563762,0.517508],"genre_scores_gemma":[0.937362,0.00017687406,0.000036719808,0.0040551126,0.00032288537,0.000025644496,0.00088507147,0.00006722765,0.05706843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997577,0.000025502943,0.0008844858,0.0005085067,0.0007817032,0.00022281102],"domain_scores_gemma":[0.9977914,0.00018568402,0.0009854939,0.0006537357,0.00036986306,0.000013808529],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011761741,0.00034983238,0.0010154919,0.0021182967,0.00009102887,0.000069019115,0.0006629148,0.00020002466,0.0019869732],"category_scores_gemma":[0.00017341177,0.0002713299,0.000617712,0.0014244728,0.00019490917,0.0005115176,0.0001434233,0.00021793362,0.00012464129],"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":[0.00016522662,0.00018180555,0.12423053,0.0007481545,0.00067256414,0.00008650424,0.0032912153,0.0003923017,0.00005991524,0.8545566,0.014310646,0.0013045445],"study_design_scores_gemma":[0.0028191798,0.00018773203,0.1223401,0.0009508803,0.019793581,0.0000010640234,0.014831161,0.06918779,0.000033001892,0.03322622,0.7332171,0.0034121827],"about_ca_topic_score_codex":0.0021888602,"about_ca_topic_score_gemma":0.015272392,"teacher_disagreement_score":0.82133037,"about_ca_system_score_codex":0.00005534288,"about_ca_system_score_gemma":0.000112782,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W4387412067","doi":"10.1017/s0968565023000070","title":"Adam Smith's reversionary annuity: money's worth, default options and auto-enrollment","year":2023,"lang":"en","type":"article","venue":"Financial History Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Annuity; Life annuity; Actuarial science; Economics; Lump sum; Adam smith; Investment (military); Finance; Payment; Pension; Law; Political science; Classical economics","score_opus":0.02556158494244179,"score_gpt":0.22688346303114146,"score_spread":0.20132187808869967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387412067","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15559416,0.8039402,0.000078274374,0.00641381,0.00521503,0.0036235633,0.00007593503,0.0018518418,0.023207182],"genre_scores_gemma":[0.13577636,0.5705869,0.0032134592,0.10194897,0.011495356,0.001716117,0.002946374,0.0006393416,0.1716771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977056,0.00004128283,0.0006533384,0.00062152144,0.00052619656,0.00045206622],"domain_scores_gemma":[0.9987274,0.00004149913,0.0003998212,0.0005133009,0.00027300825,0.00004501338],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008746222,0.00034953846,0.00067811937,0.0004410354,0.00043841815,0.000047867747,0.00031686976,0.00011653554,0.0010959242],"category_scores_gemma":[0.00051383517,0.00034860458,0.0003008856,0.0014410005,0.00012297048,0.0009605486,0.00039185825,0.00023478833,0.002651117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023014329,0.000080253885,0.018404879,0.0030381957,0.000011463253,0.000098215794,0.000052485,0.0000068973445,0.000032889195,0.0048107086,0.9557158,0.017725237],"study_design_scores_gemma":[0.00021612943,0.000013100432,0.09766295,0.0019863264,0.0002660438,0.0000025743698,0.0000062377194,0.0003530486,3.59138e-7,0.00041452565,0.89871407,0.00036464576],"about_ca_topic_score_codex":0.0003068337,"about_ca_topic_score_gemma":0.0000925128,"teacher_disagreement_score":0.23335327,"about_ca_system_score_codex":0.00031862737,"about_ca_system_score_gemma":0.0001734539,"threshold_uncertainty_score":0.9998966},"labels":[],"label_agreement":null},{"id":"W4387586939","doi":"10.2139/ssrn.4600033","title":"Equity Issuance and Cash Savings: New Evidence","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Royal Military College Saint-Jean; University of Alberta","funders":"","keywords":"Equity (law); Business; Cash; Monetary economics; Financial system; Finance; Economics","score_opus":0.056804007454664567,"score_gpt":0.3088418183846515,"score_spread":0.25203781092998695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387586939","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":[0.95470804,0.031837545,0.002146988,0.006290355,0.0025669194,0.00072192756,0.000004679544,0.000446754,0.0012768067],"genre_scores_gemma":[0.9624596,0.017980695,0.00019974112,0.00082036044,0.006982061,0.000012625169,0.000031888194,0.000117793716,0.01139523],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949632,0.000036810197,0.0007456555,0.0007853346,0.00086371426,0.0026052822],"domain_scores_gemma":[0.99791706,0.00009344523,0.0010391381,0.00051975576,0.0003797642,0.000050816652],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003952444,0.00051020796,0.00064776,0.0005981099,0.00046965643,0.0012789778,0.000988832,0.00027079126,0.00016290456],"category_scores_gemma":[0.0010770003,0.00049473764,0.0003026022,0.00067570066,0.00007637852,0.0013779663,0.0025930838,0.003512871,0.00045957317],"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":[0.00038745702,0.00015765088,0.5898031,0.0015687601,0.0006484169,0.00019193377,0.0004008989,0.0008150612,0.0007158432,0.27766138,0.045421537,0.08222798],"study_design_scores_gemma":[0.00054982636,0.000050583647,0.05272521,0.0020778172,0.00084168836,0.000064863205,0.00024001833,0.0023861642,0.000010054048,0.9238327,0.016141422,0.0010796468],"about_ca_topic_score_codex":0.0047770906,"about_ca_topic_score_gemma":0.011452558,"teacher_disagreement_score":0.64617133,"about_ca_system_score_codex":0.00089825806,"about_ca_system_score_gemma":0.002035655,"threshold_uncertainty_score":0.99975777},"labels":[],"label_agreement":null},{"id":"W4387651809","doi":"10.61190/fsr.v26i2.3305","title":"financial literacy of Generation Y and the influence that personality traits have on financial knowledge","year":2023,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Financial literacy; Conscientiousness; Extraversion and introversion; Big Five personality traits; Personality; Psychology; Finance; Literacy; Financial plan; Business; Social psychology; Pedagogy","score_opus":0.02549215110117203,"score_gpt":0.2728402426961234,"score_spread":0.24734809159495136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387651809","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":[0.9790908,0.016689217,0.0000074977233,0.0009940972,0.00036985203,0.0011201679,0.000040103325,0.00010517105,0.0015830683],"genre_scores_gemma":[0.9732704,0.0107218325,0.00005612315,0.012475563,0.002429938,0.00019128538,0.00028000755,0.000043183532,0.00053165166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973374,0.0001146842,0.0008682889,0.00062994653,0.00059304544,0.00045666122],"domain_scores_gemma":[0.9980644,0.00014704312,0.0007476658,0.00043163614,0.00058391265,0.000025329893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001606436,0.00043303877,0.0009337972,0.00027445267,0.0005213021,0.00019914345,0.00056728564,0.00016043286,0.00016835757],"category_scores_gemma":[0.00091488607,0.00032112497,0.0003688524,0.0018494974,0.00018381166,0.0012171135,0.00033795918,0.0002735347,0.00040305397],"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":[0.0012660265,0.00079667673,0.32032084,0.06596247,0.00007157072,0.00008852131,0.0047413036,0.00020776367,0.00067991886,0.24986723,0.05430708,0.3016906],"study_design_scores_gemma":[0.0010170557,0.000029225406,0.7266326,0.0043002134,0.00028631103,0.0000013755567,0.000009712893,0.0027071184,0.000028251523,0.0019902834,0.26256868,0.00042915647],"about_ca_topic_score_codex":0.00082510407,"about_ca_topic_score_gemma":0.0016986157,"teacher_disagreement_score":0.40631178,"about_ca_system_score_codex":0.00003654658,"about_ca_system_score_gemma":0.00011603425,"threshold_uncertainty_score":0.99992406},"labels":[],"label_agreement":null},{"id":"W4387655148","doi":"10.61190/fsr.v25i1.3258","title":"Investors’ images of the stock market:","year":2023,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Saskatchewan","funders":"","keywords":"Stock market; Stock (firearms); Business; Financial literacy; Perception; Personality; Stock market bubble; Stock exchange; Financial economics; Economics; Finance; Psychology; Social psychology","score_opus":0.014495656406908947,"score_gpt":0.23576658693895722,"score_spread":0.22127093053204827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387655148","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":[0.8707876,0.07832102,0.0000061741875,0.0052610873,0.002463569,0.0028694344,0.00006077372,0.0005657286,0.039664615],"genre_scores_gemma":[0.7959204,0.07655164,0.00043807953,0.09587958,0.0077604856,0.00051951996,0.0005951062,0.00032920696,0.022006033],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998317,0.00003587351,0.00057027204,0.00030355903,0.0004706583,0.00030262102],"domain_scores_gemma":[0.9985461,0.000033141452,0.00057024625,0.00056861795,0.00026991565,0.0000119809865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00068396796,0.00022411419,0.00049360434,0.00016378125,0.00021667322,0.000059659767,0.0007577539,0.000064184685,0.0010753137],"category_scores_gemma":[0.00025619872,0.00015880361,0.00033207732,0.0032031317,0.000056534347,0.0006096275,0.0005302472,0.00012249747,0.0009445186],"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":[0.00002044289,0.00007187692,0.64916027,0.033041704,0.000017307551,0.000010735453,0.000055888417,0.0000065930703,0.00021625137,0.0061434833,0.29692864,0.014326826],"study_design_scores_gemma":[0.00008544004,0.0000031390812,0.46855164,0.002790921,0.00014840928,2.5345005e-7,0.000003513963,0.00018212141,0.000015943418,0.0008324761,0.5272376,0.00014855275],"about_ca_topic_score_codex":0.00079120236,"about_ca_topic_score_gemma":0.00044838493,"teacher_disagreement_score":0.23030894,"about_ca_system_score_codex":0.000019844112,"about_ca_system_score_gemma":0.00003998349,"threshold_uncertainty_score":0.9998378},"labels":[],"label_agreement":null},{"id":"W4387740362","doi":"10.1017/asb.2023.33","title":"Optimal VIX-linked structure for the target benefit pension plan","year":2023,"lang":"en","type":"article","venue":"Astin Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Higher Education Discipline Innovation Project; Shanghai Education Development Foundation; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Pension; Volatility (finance); Pension plan; Econometrics; Economics; Index (typography); Payment; Computer science; Dynamic programming; Actuarial science; Mathematical optimization; Mathematics; Finance","score_opus":0.018346919238861673,"score_gpt":0.22345349305915674,"score_spread":0.20510657382029507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387740362","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":[0.9878522,0.00014103459,0.00033420548,0.008472219,0.00096341886,0.0008577203,0.00005466115,0.00041837606,0.0009061589],"genre_scores_gemma":[0.9861106,0.000013137522,0.0031463925,0.0025771833,0.002788196,0.00006750349,0.0008627643,0.00007804945,0.004356158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982805,0.000009878442,0.00037220374,0.0004490473,0.0003974162,0.00049094716],"domain_scores_gemma":[0.9988173,0.00027805747,0.00023730575,0.00039262886,0.0002578587,0.000016798227],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049372326,0.00027064423,0.00028082967,0.00023070877,0.00063543214,0.00028658705,0.000438909,0.00010779839,0.0036080864],"category_scores_gemma":[0.00045686128,0.00019799675,0.00019278619,0.00074032776,0.00005701939,0.00015206326,0.00030522572,0.00017602523,0.0017990005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041505022,0.000057288584,0.13597155,0.00024181373,0.00007119406,0.000037135782,0.00017660568,0.019109676,0.0023831888,0.013850775,0.82382876,0.0038569605],"study_design_scores_gemma":[0.00061455497,0.000017196704,0.1271868,0.000054870434,0.0001436147,0.0000012822406,0.00012446732,0.041827302,0.00008698188,0.0012631464,0.8283497,0.00033007396],"about_ca_topic_score_codex":0.0003179461,"about_ca_topic_score_gemma":0.00006731539,"teacher_disagreement_score":0.022717627,"about_ca_system_score_codex":0.000019711699,"about_ca_system_score_gemma":0.000012945583,"threshold_uncertainty_score":0.9989782},"labels":[],"label_agreement":null},{"id":"W4387898939","doi":"10.1111/caje.12690","title":"Family‐level responses to the introduction of Tax‐Free Savings Accounts","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Taxable income; Savings account; Economics; Deductible; Asset (computer security); Monetary economics; Demographic economics; Capital (architecture); Tax deduction; Labour economics; Tax reform; Actuarial science; State income tax; Public economics; Finance; Accounting; Gross income","score_opus":0.13171433482087408,"score_gpt":0.19446026656890758,"score_spread":0.0627459317480335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387898939","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":[0.9859153,0.000060130496,0.000011397348,0.011276086,0.0019143577,0.0002661606,0.00018913958,0.000012455919,0.00035495072],"genre_scores_gemma":[0.9914606,0.00003451269,0.00015296148,0.0022900195,0.0044457214,0.000013339731,0.000042342173,0.000055418564,0.0015050777],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979229,0.000031593347,0.0010187363,0.0003524292,0.00001195069,0.0006624166],"domain_scores_gemma":[0.99736965,0.00011867137,0.00097032107,0.00069469574,0.0006111202,0.00023555744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001795597,0.00026697599,0.00057134766,0.0020895065,0.00029659254,0.0002736015,0.0011364513,0.000116745185,0.00028407274],"category_scores_gemma":[0.0016726992,0.00026379805,0.00027212562,0.0009399377,0.00012121462,0.0010992895,0.00011170791,0.0002511444,0.00019653131],"study_design_candidate":"not_applicable","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":[0.000490769,0.00002541136,0.36533302,0.00018406525,0.00021353703,0.00016544113,0.0012951752,0.012610815,0.00051043765,0.30525205,0.30840942,0.005509873],"study_design_scores_gemma":[0.000789242,0.00011765192,0.3004681,0.00015839178,0.00021413945,0.00005493929,0.0011293311,0.002596207,0.00012513844,0.055989426,0.63768137,0.000676066],"about_ca_topic_score_codex":0.2598871,"about_ca_topic_score_gemma":0.95775527,"teacher_disagreement_score":0.69786817,"about_ca_system_score_codex":0.00074022636,"about_ca_system_score_gemma":0.0008197683,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W4387974712","doi":"10.1111/caje.12691","title":"Modelling the composition of household portfolios: A latent class approach","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Econometrics; Portfolio; Economics; Latent class model; Homogeneous; Population; Econometric model; Sample (material); Pension; Demographic economics; Financial economics; Statistics; Business; Finance; Mathematics; Demography","score_opus":0.1468631182215144,"score_gpt":0.17642168771651714,"score_spread":0.02955856949500274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387974712","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":[0.9968802,0.00009012989,0.00010748169,0.0008112398,0.0006457622,0.0002296315,0.000046837533,0.000014985823,0.0011737574],"genre_scores_gemma":[0.997708,0.00005875207,0.00018390584,0.0006838051,0.0010670301,0.000009481196,0.00007498679,0.000052735588,0.0001612821],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998119,0.000021778655,0.000997638,0.00027282597,0.000009003059,0.000579731],"domain_scores_gemma":[0.9979701,0.000060707316,0.0011062993,0.0003788684,0.00030103477,0.00018298154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010387693,0.00024165762,0.000556197,0.0013384322,0.00026038464,0.00021509458,0.00060964,0.000119814795,0.00008517175],"category_scores_gemma":[0.000053494477,0.00023247862,0.00034112777,0.0005931175,0.00013121165,0.00083373825,0.000044761993,0.00027104453,0.00003297372],"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":[0.00004236088,0.000014425309,0.040403448,0.00008962823,0.000079332254,0.00006024465,0.00028213422,0.69703686,0.000020455796,0.25958136,0.0021889375,0.00020080173],"study_design_scores_gemma":[0.00083135435,0.00006224275,0.007977953,0.00022403282,0.00032799563,0.00008580027,0.00061525253,0.89668214,0.00004439453,0.0673689,0.025158603,0.0006213543],"about_ca_topic_score_codex":0.19020738,"about_ca_topic_score_gemma":0.5337511,"teacher_disagreement_score":0.34354368,"about_ca_system_score_codex":0.0005017206,"about_ca_system_score_gemma":0.00048674524,"threshold_uncertainty_score":0.94802034},"labels":[],"label_agreement":null},{"id":"W4388140520","doi":"10.1111/ijcs.12998","title":"The silent diversion of knowledge: Examining inequality of financial knowledge","year":2023,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Inequality; Socioeconomic status; Finance; Economic inequality; Economics; Business; Sociology; Population","score_opus":0.07546218262720727,"score_gpt":0.34108363239352885,"score_spread":0.26562144976632157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388140520","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":[0.99108917,0.005335063,0.000016191361,0.00026110464,0.0022940403,0.000065207445,0.0000057265343,0.000012090376,0.0009214078],"genre_scores_gemma":[0.99766535,0.0013616751,0.000035280784,0.000043322165,0.0006330614,0.0000022853776,0.000004597167,0.000007994144,0.0002464601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982776,0.00004054177,0.00087186217,0.00011366651,0.0005542221,0.00014210264],"domain_scores_gemma":[0.99459594,0.00057710445,0.0011527581,0.000118431046,0.0035467877,0.000008964814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376617,0.00012894486,0.00037548828,0.00047597554,0.00016044102,0.00004022602,0.00049788784,0.0000341171,0.000032811335],"category_scores_gemma":[0.0022257029,0.00008928714,0.00020069085,0.0005513569,0.00020895341,0.00040350444,0.00054095703,0.00011810545,0.00005460331],"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":[0.00027329777,0.00018347257,0.9370955,0.00016673848,0.0004973968,0.000021908281,0.0016580072,0.00004003728,0.0008771515,0.006796235,0.02614137,0.026248878],"study_design_scores_gemma":[0.0012839906,0.000057900546,0.8984612,0.00081441505,0.00036917278,0.0000027882454,0.0018445232,0.0005726926,0.00093360693,0.0027494167,0.09270284,0.00020743175],"about_ca_topic_score_codex":0.000052345345,"about_ca_topic_score_gemma":0.00011055205,"teacher_disagreement_score":0.06656147,"about_ca_system_score_codex":0.000049574428,"about_ca_system_score_gemma":0.000075064396,"threshold_uncertainty_score":0.3641024},"labels":[],"label_agreement":null},{"id":"W4388145453","doi":"10.2139/ssrn.4592684","title":"Income Pools for Superstar Markets","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Superstar; Economics; Business; Advertising","score_opus":0.011089486592642297,"score_gpt":0.23248231873914071,"score_spread":0.2213928321464984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388145453","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":[0.99570584,0.00037255738,0.0005302404,0.0010152053,0.00047347392,0.00029287726,0.0000032345597,0.00017801486,0.0014285478],"genre_scores_gemma":[0.99190956,0.00035978787,0.000079433834,0.00043293854,0.0021957918,0.000020126303,0.0000687721,0.000055591772,0.004877967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99668837,0.000016526323,0.00039877518,0.0002733084,0.0003886652,0.0022343358],"domain_scores_gemma":[0.9992234,0.00006642744,0.00022693913,0.00020417225,0.00025984494,0.000019223955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026239508,0.0002106265,0.0002682204,0.00063918513,0.0005103189,0.00030379926,0.00039569018,0.00007467035,0.00022300573],"category_scores_gemma":[0.00030997265,0.00019128421,0.00029631442,0.0011391109,0.000030406238,0.0010228431,0.00011545472,0.0006083438,0.00071644783],"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":[0.0003419966,0.000079832935,0.39444718,0.00012521626,0.00018095257,0.000027888453,0.00006336359,0.00006328563,0.00061903475,0.58265895,0.011404392,0.009987916],"study_design_scores_gemma":[0.0021139425,0.00009093829,0.11614573,0.00010060175,0.00035895247,0.000039645893,0.0010488031,0.0074790632,0.000032736618,0.7489249,0.12292989,0.0007347576],"about_ca_topic_score_codex":0.00012308519,"about_ca_topic_score_gemma":0.0006357007,"teacher_disagreement_score":0.27830145,"about_ca_system_score_codex":0.00034863385,"about_ca_system_score_gemma":0.0003249827,"threshold_uncertainty_score":0.9208726},"labels":[],"label_agreement":null},{"id":"W4388195282","doi":"10.5430/wje.v13n5p15","title":"The Effects of Financial Literacy of Low-Income Females on Their Long-Term Financial Behaviors","year":2023,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Accounting management; Finance; Business; Financial analysis; Consumer education; Financial independence; Financial stability; Population; Economics; Financial system; Accounting; Marketing; Sociology","score_opus":0.010014416368878844,"score_gpt":0.2714144411261709,"score_spread":0.26140002475729207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388195282","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":[0.9962446,0.00041609397,0.0000058722776,0.0002822604,0.0026222267,0.00021033111,0.0000017991767,0.000013107346,0.0002037087],"genre_scores_gemma":[0.997069,0.00010599314,0.00003222162,0.00018090097,0.0017052848,0.000010032517,0.000020451123,0.000020260593,0.0008558699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827814,0.00003967131,0.0008499384,0.0001525186,0.00045161034,0.00022810543],"domain_scores_gemma":[0.99707484,0.00034363059,0.001500906,0.0002772664,0.00078389095,0.000019458672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006976478,0.00018627661,0.0003720509,0.0010097539,0.00021092316,0.00010785363,0.00039822145,0.000051214363,0.000052730764],"category_scores_gemma":[0.0010639129,0.00013268182,0.00031110394,0.0017530501,0.00008466077,0.00067402143,0.00007839748,0.00020451556,0.000035046753],"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":[0.00019175874,0.00040686017,0.9498585,0.00055053306,0.0000138772975,0.000009745756,0.0003451025,0.000021635773,0.0021818478,0.0040326584,0.0032809875,0.039106503],"study_design_scores_gemma":[0.00032095794,0.000062896615,0.9925672,0.0014243053,0.00012381787,0.0000012958305,0.000026325271,0.000024883451,0.0016654785,0.0012871511,0.002369955,0.00012573945],"about_ca_topic_score_codex":0.0000446389,"about_ca_topic_score_gemma":0.00013752599,"teacher_disagreement_score":0.042708706,"about_ca_system_score_codex":0.000055989112,"about_ca_system_score_gemma":0.00023766584,"threshold_uncertainty_score":0.54106075},"labels":[],"label_agreement":null},{"id":"W4388439314","doi":"10.7202/1091630ar","title":"Les fonds de pension : structure,comptabilité, immunisation et risque","year":2006,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02336683024612906,"score_gpt":0.2693967326776933,"score_spread":0.24602990243156425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388439314","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":[0.96148777,0.012044879,0.00095002766,0.007653186,0.00089075055,0.0004271927,0.00004016768,0.00031223506,0.016193788],"genre_scores_gemma":[0.9892328,0.0010909406,0.004491678,0.00062361883,0.0009995591,0.000026600874,0.0006880062,0.00008200462,0.0027648117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659586,0.00047670997,0.0009235566,0.0006946167,0.000637171,0.00067207497],"domain_scores_gemma":[0.99742603,0.0003834352,0.0006883615,0.00052303314,0.00094397634,0.000035139197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015417315,0.00057877187,0.0005933199,0.0005005688,0.0007136368,0.0009449885,0.00036814477,0.0004180108,0.0013603397],"category_scores_gemma":[0.0006315384,0.00059532607,0.0003237535,0.0010540866,0.00039918622,0.0040249433,0.00017603907,0.00052570325,0.0001679379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117358926,0.000276076,0.8442091,0.0007866282,0.000044520886,0.000020593516,0.00032587477,0.029121108,0.0026439657,0.08403688,0.011085789,0.027332155],"study_design_scores_gemma":[0.000528339,0.000040895666,0.8287377,0.00081435154,0.00036510933,0.0000090086,0.00011842076,0.048116203,0.0007038015,0.047135953,0.072800286,0.0006299606],"about_ca_topic_score_codex":0.057663724,"about_ca_topic_score_gemma":0.013352551,"teacher_disagreement_score":0.061714493,"about_ca_system_score_codex":0.00043870613,"about_ca_system_score_gemma":0.00008461038,"threshold_uncertainty_score":0.9996498},"labels":[],"label_agreement":null},{"id":"W4388735294","doi":"10.1007/s11482-023-10253-1","title":"Consumer Financial Capability and Financial Wellbeing; Multi-Year Analyses","year":2023,"lang":"en","type":"article","venue":"Applied Research in Quality of Life","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Finance; Financial analysis; Index (typography); Financial ratio; Descriptive statistics; Business; Computer science; Statistics","score_opus":0.25160511878086955,"score_gpt":0.43261265554905065,"score_spread":0.1810075367681811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388735294","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":[0.9972349,0.000100286794,0.000022137656,0.00043159077,0.00009609882,0.0005566587,0.000015817588,0.00008408092,0.0014584286],"genre_scores_gemma":[0.99846005,0.00006265131,0.00040651945,0.00038524182,0.0004098308,0.00006964773,0.00007112127,0.000024751866,0.000110181354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960924,0.00019361764,0.0010392768,0.00070305145,0.0012249013,0.00074678205],"domain_scores_gemma":[0.9978839,0.0007287543,0.00028532572,0.00055350596,0.0004900492,0.00005845564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008656361,0.00023939909,0.00071364094,0.0012671724,0.00033977153,0.00013746465,0.00042569934,0.00019448144,0.00017487956],"category_scores_gemma":[0.005936188,0.00023471256,0.0001439835,0.003732605,0.00068770593,0.00037347365,0.0006547394,0.0005126648,0.00038700036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037607312,0.00027129814,0.9475424,0.0009060001,0.000011221098,0.000009130808,0.00027447482,0.000048023387,0.004323999,0.039511774,0.0053300797,0.0013954964],"study_design_scores_gemma":[0.0013260872,0.000010901148,0.98113066,0.000060053968,0.000019846633,5.2672195e-8,0.00043797452,0.001058583,0.00021042908,0.009899562,0.0055591,0.000286731],"about_ca_topic_score_codex":0.007916748,"about_ca_topic_score_gemma":0.002431624,"teacher_disagreement_score":0.03358825,"about_ca_system_score_codex":0.00005433542,"about_ca_system_score_gemma":0.00021097566,"threshold_uncertainty_score":0.9986896},"labels":[],"label_agreement":null},{"id":"W4388775402","doi":"10.1108/ajems-09-2022-0391","title":"Understanding generational differences for financial inclusion in Kenya","year":2023,"lang":"en","type":"article","venue":"African Journal of Economic and Management Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Crandall University","funders":"","keywords":"Financial inclusion; Inclusion (mineral); Demographic economics; Cohort; Rural area; Economic growth; Economics; Financial services; Development economics; Political science; Finance; Sociology; Gender studies; Medicine","score_opus":0.10902519604921884,"score_gpt":0.27902553740398034,"score_spread":0.1700003413547615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388775402","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":[0.9939073,0.0004891717,0.0004883247,0.0020601908,0.00066664314,0.00027722304,0.0000033370325,0.000019598288,0.0020882539],"genre_scores_gemma":[0.9972668,0.0012459003,0.0002634575,0.0003279839,0.0006106029,0.000014412723,0.0000061222804,0.000009011307,0.00025565136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990314,0.000008122804,0.00046889577,0.00016734781,0.00013259421,0.00019160542],"domain_scores_gemma":[0.9994081,0.00009001783,0.00037034176,0.00005961746,0.00006216362,0.000009707094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075978297,0.00012831917,0.00032987396,0.0007273168,0.00039968753,0.0000858477,0.00014819278,0.00002181852,0.000020533464],"category_scores_gemma":[0.00007672117,0.00010977387,0.000088468856,0.00026538305,0.00006269825,0.0005229681,0.00071535073,0.0000478876,0.000010014311],"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":[0.00022191986,0.000059224112,0.4364214,0.0003907847,0.0002108582,0.000042335992,0.001070258,0.0011449814,0.000024496514,0.506756,0.05103495,0.002622804],"study_design_scores_gemma":[0.0037695046,0.00014927068,0.4485519,0.00045121668,0.0005223759,0.0000024081655,0.011493531,0.017856782,0.000008191112,0.4666892,0.04982215,0.0006834691],"about_ca_topic_score_codex":0.000016673526,"about_ca_topic_score_gemma":0.0002315806,"teacher_disagreement_score":0.0400668,"about_ca_system_score_codex":0.00013367769,"about_ca_system_score_gemma":0.000014101344,"threshold_uncertainty_score":0.44764486},"labels":[],"label_agreement":null},{"id":"W4388837653","doi":"10.2139/ssrn.4609113","title":"Trusting Talent: Cross-Country Differences in Hiring","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Cross country; Business; Demographic economics; Economics","score_opus":0.013565055913753414,"score_gpt":0.24365498303751829,"score_spread":0.23008992712376486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388837653","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":[0.99697566,0.0004988985,0.000043370823,0.00015990093,0.00038015985,0.000096874,7.621564e-7,0.00012643807,0.001717946],"genre_scores_gemma":[0.99619263,0.0004967172,0.000010802717,0.00018824624,0.0014941825,0.0000069854427,0.00002042026,0.000034409895,0.0015555725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963208,0.00001763524,0.0005410108,0.000316223,0.00049840007,0.0023059691],"domain_scores_gemma":[0.9992999,0.000049183593,0.00033583833,0.00016724777,0.00013241993,0.000015412807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022211669,0.0002284236,0.00030391212,0.00083531794,0.0004473464,0.0005808387,0.00042272423,0.00008202564,0.00015791318],"category_scores_gemma":[0.0003129775,0.00020778447,0.00014282417,0.0019542635,0.000052768795,0.0014389798,0.00016725382,0.0011451168,0.0004430681],"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":[0.000027466946,0.000026969059,0.95645463,0.00003134994,0.000017369035,0.000024533962,0.00004202071,0.00011794246,0.00014656766,0.03980974,0.00008629229,0.0032150839],"study_design_scores_gemma":[0.0009631582,0.000023087416,0.8772893,0.00017063752,0.000069119626,0.00002286136,0.0008631101,0.010719338,0.000013627948,0.10662849,0.002790745,0.00044654746],"about_ca_topic_score_codex":0.0007160139,"about_ca_topic_score_gemma":0.0030294987,"teacher_disagreement_score":0.07916539,"about_ca_system_score_codex":0.00038184275,"about_ca_system_score_gemma":0.00024925268,"threshold_uncertainty_score":0.84732044},"labels":[],"label_agreement":null},{"id":"W4389125390","doi":"10.2139/ssrn.4624096","title":"Extreme Weather and Low-Income Household Finance: Evidence from Payday Loans","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Government of Canada; Bank of Canada","funders":"Southwestern University of Finance and Economics; Alfred P. Sloan Foundation","keywords":"Business; Low income; Finance; Economics; Demographic economics","score_opus":0.02234684581796812,"score_gpt":0.2239308522062492,"score_spread":0.20158400638828108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389125390","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":[0.995052,0.0031984595,0.00023621268,0.0006609474,0.0003187948,0.00013829459,0.0000037998836,0.0001598691,0.00023162128],"genre_scores_gemma":[0.98867786,0.0061686826,0.000041641364,0.00036695157,0.0017188733,0.000008819942,0.00001709636,0.00005943185,0.0029406315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670327,0.00003067204,0.0004601693,0.00044335576,0.0005326013,0.0018299259],"domain_scores_gemma":[0.9990634,0.00009766028,0.00035071778,0.00032356993,0.00014186183,0.000022808494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016496596,0.00029146,0.000348021,0.00043557034,0.0004420144,0.00041994674,0.0004344638,0.00009993732,0.00019897254],"category_scores_gemma":[0.00021747894,0.00025356782,0.00018110438,0.001164338,0.00006652595,0.0016698949,0.00020939867,0.0009338877,0.00056152814],"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":[0.000108244945,0.000055237586,0.9666651,0.00004790506,0.000088006,0.000065562774,0.00014373256,0.00016727623,0.0017996435,0.021044083,0.001871457,0.007943764],"study_design_scores_gemma":[0.0016216161,0.00008910133,0.70043707,0.0010274876,0.00048717615,0.000036320318,0.0007332212,0.009914604,0.000090719484,0.2667979,0.01763298,0.0011318078],"about_ca_topic_score_codex":0.0008737411,"about_ca_topic_score_gemma":0.0016542195,"teacher_disagreement_score":0.26622802,"about_ca_system_score_codex":0.0002526735,"about_ca_system_score_gemma":0.00027007138,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W4389186928","doi":"10.2139/ssrn.4636505","title":"Don’t settle for current GAAP: A critical assessment of pension liability measurement","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"","keywords":"Liability; Pension; Business; Accounting; Actuarial science; Current (fluid); Finance; Engineering","score_opus":0.03282893657969964,"score_gpt":0.3151512933402091,"score_spread":0.28232235676050943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389186928","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":[0.9769941,0.0019096105,0.01313913,0.0031404034,0.0020574674,0.0011008555,0.000015259677,0.00021874926,0.0014244497],"genre_scores_gemma":[0.9980483,0.00033393299,0.00019759659,0.00014417156,0.0010572213,0.00003360504,0.000042098083,0.000035234676,0.00010780502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99599093,0.000047110163,0.00071003486,0.0003754227,0.0011134412,0.0017630432],"domain_scores_gemma":[0.9979114,0.00011351198,0.0003634408,0.00029829488,0.0012842659,0.000029121817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066827973,0.0002398925,0.00040932468,0.00043747152,0.00036169778,0.00014348522,0.00032727636,0.00006843602,0.00010899183],"category_scores_gemma":[0.001030343,0.00021045489,0.0003867003,0.0008201788,0.00007078351,0.00062315474,0.00015205808,0.0007491483,0.000061999664],"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":[0.00022532356,0.0007569683,0.29639223,0.000766059,0.00013744502,0.0000049010932,0.000040649556,0.00023647404,0.0035461604,0.67104214,0.008794767,0.018056884],"study_design_scores_gemma":[0.0028496,0.0003675617,0.16289133,0.0005058135,0.0010026445,0.000012615777,0.00082568947,0.039625313,0.00019620867,0.69927704,0.09150167,0.00094450096],"about_ca_topic_score_codex":0.00009563065,"about_ca_topic_score_gemma":0.00049420155,"teacher_disagreement_score":0.13350089,"about_ca_system_score_codex":0.0008115578,"about_ca_system_score_gemma":0.00089514954,"threshold_uncertainty_score":0.85821015},"labels":[],"label_agreement":null},{"id":"W4389577523","doi":"10.7764/esla.62049","title":"Out Along the Highway","year":2023,"lang":"en","type":"article","venue":"English Studies in Latin America A Journal of Cultural and Literary Criticism","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Phone; Psychology; History; Advertising; Business; Philosophy","score_opus":0.049543600341635005,"score_gpt":0.30851336025283177,"score_spread":0.25896975991119675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389577523","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":[0.98686236,0.006508912,0.00000264551,0.0017239433,0.0014323964,0.0001102757,0.0000031265092,0.00005454001,0.003301827],"genre_scores_gemma":[0.99284524,0.001023053,0.00019498846,0.002246262,0.0026952552,0.000008064813,0.000009181374,0.0000140945385,0.0009638676],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838984,0.00004865752,0.0007076224,0.00018315764,0.00036943002,0.00030130552],"domain_scores_gemma":[0.998412,0.00034305255,0.0003531048,0.00012607187,0.00074846845,0.000017295337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000540983,0.00020880235,0.0004753289,0.00028570584,0.00028640297,0.00024397006,0.00024640225,0.000035400717,0.00008604213],"category_scores_gemma":[0.0014929341,0.00011802097,0.00015709773,0.0009933674,0.00032645627,0.0015309076,0.00025943466,0.0002962859,0.000027393073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002569554,0.00025946647,0.41889048,0.0009415874,0.00039870627,0.0011386222,0.17363314,0.00020945883,0.00038463948,0.013060056,0.3588636,0.03196328],"study_design_scores_gemma":[0.0013571158,0.00009798184,0.16575734,0.0010929467,0.00027529625,0.000018876683,0.040128373,0.0011607308,0.00002208454,0.0075052334,0.7819879,0.00059612375],"about_ca_topic_score_codex":0.00003310693,"about_ca_topic_score_gemma":0.000016816302,"teacher_disagreement_score":0.4231243,"about_ca_system_score_codex":0.000023541254,"about_ca_system_score_gemma":0.000008403205,"threshold_uncertainty_score":0.48127556},"labels":[],"label_agreement":null},{"id":"W4389897156","doi":"10.2139/ssrn.4667494","title":"Time-Varying Risk Premia, Labor Market Dynamics, and Income Risk","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Risk premium; Economics; Market risk; Labour economics; Business; Financial economics; Econometrics","score_opus":0.00325709048218484,"score_gpt":0.1986949604953857,"score_spread":0.19543787001320087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389897156","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":[0.9960048,0.0008642556,0.00013802348,0.00031960662,0.00021349746,0.00016326053,0.000014217501,0.00017680891,0.0021055161],"genre_scores_gemma":[0.98457193,0.0052952473,0.00006906422,0.00016232455,0.0012286311,0.000006411498,0.000056751778,0.00006522826,0.008544423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678767,0.00007143258,0.00047177612,0.00037261573,0.00043849103,0.001858025],"domain_scores_gemma":[0.9987733,0.00009907228,0.00062542065,0.00025857554,0.0002135579,0.000030109959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036458115,0.00027366582,0.00033759995,0.0006638012,0.00079019764,0.00038195666,0.0003395945,0.000104414896,0.00039807108],"category_scores_gemma":[0.00055200304,0.0002529005,0.00016379464,0.001378234,0.000069719936,0.0011035299,0.00025825106,0.0014843204,0.0006970956],"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":[0.00008872449,0.000027267633,0.9754717,0.000033998724,0.000111101464,0.000014095263,0.000038505357,0.00010594727,0.000031999298,0.010528533,0.0015958773,0.011952283],"study_design_scores_gemma":[0.001614863,0.00006922261,0.5379368,0.00013999156,0.0007492281,0.00004009948,0.00050464855,0.27067497,0.0000056605872,0.18030801,0.007182592,0.000773895],"about_ca_topic_score_codex":0.0008788624,"about_ca_topic_score_gemma":0.0021809065,"teacher_disagreement_score":0.43753487,"about_ca_system_score_codex":0.0004402918,"about_ca_system_score_gemma":0.0002293074,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W4389917076","doi":"10.3390/jrfm16120519","title":"Risky Indebtedness Behavior: Impacts on Financial Preparation for Retirement and Perceived Financial Well-Being","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Financial plan; Structural equation modeling; Financial analysis; Business; Economics","score_opus":0.011016668660890093,"score_gpt":0.2495204247098802,"score_spread":0.2385037560489901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389917076","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":[0.99618894,0.00013712702,0.00068745343,0.0001413073,0.0011211282,0.00097155856,0.000015878251,0.00006776522,0.0006688523],"genre_scores_gemma":[0.9950175,0.0013010446,0.00051014684,0.0007336069,0.002029152,0.00007758671,0.000048386624,0.00004528384,0.00023727331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710464,0.000041240764,0.0010378519,0.0005276472,0.0007092324,0.0005793721],"domain_scores_gemma":[0.9981087,0.00008766652,0.0010456113,0.00027402813,0.00041483162,0.00006917641],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014918254,0.00043318444,0.00066184887,0.0012220705,0.0007709365,0.00036415056,0.00028068692,0.00019201102,0.00003812679],"category_scores_gemma":[0.0008099565,0.0003961196,0.00029518257,0.0010238168,0.00009579155,0.0009798158,0.00026530147,0.00033870174,0.000046937417],"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":[0.004565252,0.0009710282,0.6904094,0.0014425063,0.0000743202,0.00053238106,0.0025982035,0.0006039924,0.00047037663,0.073242016,0.051253863,0.17383666],"study_design_scores_gemma":[0.0024498417,0.0003353021,0.90794456,0.00036350137,0.00072615175,0.0000039332967,0.00015962175,0.00108796,0.000035092304,0.008339302,0.07808271,0.00047205455],"about_ca_topic_score_codex":0.00014423006,"about_ca_topic_score_gemma":0.00020735989,"teacher_disagreement_score":0.21753512,"about_ca_system_score_codex":0.00010684303,"about_ca_system_score_gemma":0.000065264736,"threshold_uncertainty_score":0.9998491},"labels":[],"label_agreement":null},{"id":"W4390205997","doi":"10.5430/afr.v13n1p1","title":"Optimal Retirement Age and Lower Bound on Interest Rate","year":2023,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Interest rate; Monetary policy; Monetary economics; Fixed interest rate loan; Zero lower bound; Nominal interest rate; Demand for money; Floating interest rate; Overlapping generations model; Real interest rate; Macroeconomics","score_opus":0.08156246643864978,"score_gpt":0.3328133222331564,"score_spread":0.2512508557945066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390205997","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":[0.9952185,0.00017696492,0.0000020963944,0.00092772214,0.00022234354,0.00026877402,0.000002805814,0.000118787815,0.0030620098],"genre_scores_gemma":[0.99525046,0.0005667954,0.00006166486,0.00043834624,0.0007570873,0.00004101588,0.000037762613,0.000042091142,0.0028047892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975464,0.00004269248,0.00034742904,0.0006888801,0.00057220884,0.00080242683],"domain_scores_gemma":[0.9989222,0.00022067309,0.00013131874,0.00038042208,0.00032824092,0.000017119353],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032676433,0.00023858187,0.00029692287,0.00080771756,0.00087031396,0.0011244515,0.00028543224,0.000102918275,0.00007025645],"category_scores_gemma":[0.00071179675,0.00021974911,0.00006513053,0.001754149,0.00029123967,0.00083032483,0.00069781847,0.00045167183,0.0007955538],"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":[0.0011943937,0.00052842416,0.6324058,0.001462409,0.000094983276,0.0021621755,0.0008238863,0.0003549236,0.008466574,0.1683999,0.1284908,0.055615738],"study_design_scores_gemma":[0.0012012563,0.00015761946,0.6458754,0.0008701401,0.000051912368,0.0000025487261,0.00041250387,0.024342885,0.00023949477,0.006318155,0.31971538,0.00081269216],"about_ca_topic_score_codex":0.00059530814,"about_ca_topic_score_gemma":0.00017187696,"teacher_disagreement_score":0.19122458,"about_ca_system_score_codex":0.000043572305,"about_ca_system_score_gemma":0.000025304662,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4390484131","doi":"10.25071/1916-4467.40694","title":"Students’ Perspectives of Transdisciplinary Financial Literacy Education in Ontario","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Financial literacy; Curriculum; Literacy; Pedagogy; Medical education; Psychology; Sociology; Mathematics education; Finance; Business; Medicine","score_opus":0.015062092587480933,"score_gpt":0.29029915670615514,"score_spread":0.2752370641186742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390484131","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":[0.9959007,0.00031341557,4.9064596e-7,0.0020092512,0.0011768885,0.00025053532,0.000006209913,0.000005668601,0.00033684514],"genre_scores_gemma":[0.9963069,0.00003532777,0.00004529853,0.0002067894,0.0005119356,0.000012967749,0.000008533033,0.0000098589235,0.002862368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859196,0.000025007315,0.00055729545,0.00011938659,0.0004754923,0.00023082989],"domain_scores_gemma":[0.9972819,0.00006893207,0.001033908,0.0000941805,0.0015032283,0.0000178142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011410522,0.000117804535,0.00033405027,0.00077551993,0.0003195705,0.00009553746,0.00030653903,0.00006030332,0.000020909338],"category_scores_gemma":[0.0013631782,0.00009090242,0.00029654018,0.0010900821,0.000027198219,0.0006411015,0.00005982004,0.00017762142,0.000008774583],"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":[0.0000111755035,0.00008747076,0.97129154,0.000042442218,0.00005432229,0.0000015000302,0.007436742,0.000074507574,0.0000053313993,0.0012550963,0.019605856,0.00013399302],"study_design_scores_gemma":[0.00041912711,0.000014265618,0.9761156,0.00020222386,0.00015853607,3.485678e-7,0.0070097526,0.000054997246,0.000002224974,0.0038016434,0.0121229775,0.000098337536],"about_ca_topic_score_codex":0.1282025,"about_ca_topic_score_gemma":0.9267104,"teacher_disagreement_score":0.7985079,"about_ca_system_score_codex":0.002160909,"about_ca_system_score_gemma":0.00089299824,"threshold_uncertainty_score":0.8776029},"labels":[],"label_agreement":null},{"id":"W4390484241","doi":"10.25071/1916-4467.40733","title":"Revisioning Financial Education: Shortcomings and Opportunities for Transformation","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Financial literacy; Curriculum; Feeling; Context (archaeology); Psychosocial; Psychology; Finance; Political science; Business; Public relations; Pedagogy; Social psychology","score_opus":0.04688108686192132,"score_gpt":0.2814938346019102,"score_spread":0.23461274773998886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390484241","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":[0.9391076,0.0012165898,0.000029992174,0.053472392,0.0038638772,0.0009966434,0.000044316224,0.000034932295,0.0012336605],"genre_scores_gemma":[0.991651,0.00032538173,0.00014274415,0.0031962718,0.0019488977,0.000052831438,0.000035814064,0.000017523911,0.0026295106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900275,0.000012822791,0.00044124448,0.00008326709,0.0002547701,0.0002051541],"domain_scores_gemma":[0.9974926,0.00010621941,0.0008034131,0.000058907055,0.0015158028,0.000023048551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014119402,0.00010349268,0.00024801248,0.00041692864,0.0009313774,0.00018624646,0.00013238385,0.000055191605,0.0000049675605],"category_scores_gemma":[0.002443335,0.000077914745,0.00021007468,0.00041246382,0.000021949085,0.00075853354,0.000025372488,0.00007683486,0.000002953247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016505508,0.000023860883,0.2674419,0.00040286308,0.000123875,0.0000010975414,0.0010962343,0.0000592928,0.000009572165,0.054413296,0.6687691,0.0076424032],"study_design_scores_gemma":[0.00053982943,0.000022155595,0.09219886,0.00037036775,0.0005195358,0.000001754251,0.003292446,0.0013718213,0.0000071501518,0.010865723,0.89060354,0.00020681042],"about_ca_topic_score_codex":0.00121589,"about_ca_topic_score_gemma":0.025373736,"teacher_disagreement_score":0.22183445,"about_ca_system_score_codex":0.00043135998,"about_ca_system_score_gemma":0.00028665675,"threshold_uncertainty_score":0.99241066},"labels":[],"label_agreement":null},{"id":"W4390909046","doi":"10.3390/jrfm17010036","title":"Human Resource Investment and Early-Stage Career Choice: Evaluating Work–Life Income Paths in 21st-Century Canada","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bachelor; Stock (firearms); Economics; Investment (military); Human resources; Valuation (finance); Resource (disambiguation); Labour economics; Demographic economics; Finance; Management; Engineering; Geography; Computer science; Political science","score_opus":0.013505634650978562,"score_gpt":0.2344076307155269,"score_spread":0.22090199606454833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390909046","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":[0.9920787,0.0054572504,0.000020797559,0.00013142242,0.0005123135,0.00030448972,0.000005993471,0.000021829763,0.0014671754],"genre_scores_gemma":[0.99696696,0.00064315635,0.00020348124,0.00088870234,0.0009693706,0.000015787244,0.0000065094287,0.000033552365,0.00027250464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974087,0.00005494715,0.0009450056,0.00038838698,0.00080390787,0.00039906037],"domain_scores_gemma":[0.9989907,0.00007275105,0.00051899644,0.00021013692,0.00014173632,0.00006567548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014927601,0.00030535238,0.000491897,0.0008481218,0.00029325002,0.0004727812,0.0002430584,0.00008081708,0.000060900187],"category_scores_gemma":[0.00027394062,0.000270959,0.0001206169,0.0010359463,0.000060822327,0.00068843516,0.00038268697,0.0004545305,0.0000049409277],"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":[0.0000642854,0.000055633733,0.9471142,0.0005172905,0.000033845994,0.00039065935,0.00038299666,0.00017403816,0.0000073056162,0.010456197,0.0029259676,0.03787753],"study_design_scores_gemma":[0.00069706066,0.00003630409,0.7286803,0.0005828172,0.00023789656,0.000001291215,0.00037518115,0.00023480241,9.2462966e-7,0.00062710117,0.26828036,0.00024597335],"about_ca_topic_score_codex":0.07528341,"about_ca_topic_score_gemma":0.060060117,"teacher_disagreement_score":0.2653544,"about_ca_system_score_codex":0.00020595049,"about_ca_system_score_gemma":0.000104323735,"threshold_uncertainty_score":0.99997425},"labels":[],"label_agreement":null},{"id":"W4390928757","doi":"10.5539/ibr.v17n1p19","title":"Investigating Financial Literacy Knowledge, Attitude, and Practice of Malaysian Secondary School Students","year":2024,"lang":"en","type":"article","venue":"International Business Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Likert scale; Finance; Curriculum; Psychology; Medical education; Test (biology); Population; Business; Pedagogy; Medicine; Sociology; Demography; Developmental psychology","score_opus":0.04334510139060465,"score_gpt":0.3996874966883533,"score_spread":0.35634239529774864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390928757","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":[0.9593822,0.0015838329,0.0000620245,0.0022453945,0.0010548879,0.00033483093,0.000016614045,0.00008910489,0.035231158],"genre_scores_gemma":[0.99359167,0.0001253831,0.0008001051,0.0004104884,0.0021993145,0.00004334336,0.000111896356,0.000039130347,0.0026786695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700415,0.000079666264,0.00056498573,0.0005420043,0.0014633624,0.00034581576],"domain_scores_gemma":[0.99503,0.00062239874,0.00016042894,0.00025204473,0.0038994013,0.000035749264],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023651274,0.0002042161,0.00025161332,0.0015276958,0.00022693374,0.0016677838,0.0007097518,0.00009578999,0.00091440853],"category_scores_gemma":[0.008173129,0.00019535278,0.00007915407,0.0025403418,0.00024359192,0.0040333658,0.0011251033,0.00052225636,0.00066354766],"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":[0.00017313176,0.0005029199,0.9211026,0.0018458725,0.00014208209,0.00017508472,0.000494788,0.00004841039,0.0040114317,0.035704564,0.01828853,0.017510615],"study_design_scores_gemma":[0.00044831962,0.000013009736,0.7543488,0.0011631306,0.000057342433,0.00001348476,0.000086614644,0.0036210117,0.000075123506,0.0037252442,0.2361978,0.0002501059],"about_ca_topic_score_codex":0.00092788175,"about_ca_topic_score_gemma":0.000074767624,"teacher_disagreement_score":0.21790928,"about_ca_system_score_codex":0.00011323039,"about_ca_system_score_gemma":0.00028261836,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W4390964866","doi":"10.1920/wp.ifs.2024.0224","title":"Saving after retirement and preferences for residual wealth","year":2024,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Bank of Canada","funders":"Economic and Social Research Council; European Commission","keywords":"Residual; Economics; Labour economics; Business; Mathematics; Algorithm","score_opus":0.042211343390946524,"score_gpt":0.2931361178853802,"score_spread":0.2509247744944337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390964866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4849808,0.0144734485,0.00005727168,0.0019237607,0.006173197,0.0038991654,0.0001718754,0.0008957603,0.48742473],"genre_scores_gemma":[0.8768663,0.0014697763,0.0015774865,0.0017800231,0.010405663,0.0006935952,0.0010812678,0.00024159144,0.105884306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661696,0.000010659763,0.00082990946,0.000976871,0.0010720011,0.00049360556],"domain_scores_gemma":[0.9982785,0.00007187868,0.00045779604,0.00040694207,0.0007610176,0.000023847593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013266549,0.0005173999,0.00069863314,0.00065129914,0.0001753677,0.0009800497,0.00024416624,0.00028329488,0.0015559476],"category_scores_gemma":[0.0003419596,0.00041725297,0.000250261,0.00037566788,0.000067626315,0.00045191165,0.0005109593,0.000286324,0.00021202688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016316258,0.00008403709,0.28411102,0.014487133,0.00019838476,0.000070712675,0.00008684958,0.0000015161494,0.000035136538,0.0077886595,0.6799032,0.0130701875],"study_design_scores_gemma":[0.00021861383,0.000033158372,0.0638134,0.0016817536,0.0013464605,0.0000018295971,0.00007535742,0.00019189563,0.0000115595385,0.0068509616,0.92498505,0.00078992837],"about_ca_topic_score_codex":0.003202448,"about_ca_topic_score_gemma":0.004638056,"teacher_disagreement_score":0.39188552,"about_ca_system_score_codex":0.00015553579,"about_ca_system_score_gemma":0.0002781759,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W4390968147","doi":"10.1016/j.econmod.2024.106649","title":"Characterizing the schooling cycle","year":2024,"lang":"en","type":"article","venue":"Economic Modelling","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Business cycle; Economics; Unemployment; Financial crisis; Work (physics); Psychological intervention; Labour economics; Demographic economics; Macroeconomics; Psychology","score_opus":0.018277278634089365,"score_gpt":0.21419454407414462,"score_spread":0.19591726544005525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390968147","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":[0.98090965,0.0007448024,0.005076008,0.00084044266,0.0012661809,0.00015715377,0.0000023893213,0.0002656297,0.010737757],"genre_scores_gemma":[0.9945267,0.00005874105,0.00029745235,0.00094755593,0.0036261412,0.0000143407215,0.00002640859,0.00004374206,0.00045891944],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887556,0.0000062468466,0.00035799327,0.00037317743,0.000097459415,0.00028955095],"domain_scores_gemma":[0.99953306,0.000048110312,0.000102645194,0.00027905192,0.000027110385,0.000010044119],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005480551,0.00017199115,0.00018139931,0.00021855524,0.00031368627,0.0011302936,0.00026926887,0.000046578105,0.00070852455],"category_scores_gemma":[0.000011520435,0.00013875641,0.00016585016,0.00018746669,0.00002619965,0.0015660634,0.00012730082,0.00018744562,0.00439738],"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":[0.00003907003,0.00003118424,0.027010122,0.00038722996,0.00010366236,0.000037040467,0.0006391626,0.66973305,0.0011041902,0.28773943,0.005206485,0.007969357],"study_design_scores_gemma":[0.00005019571,9.0818514e-7,0.00026321967,0.00008552901,0.000052163996,8.7636613e-7,0.000033222026,0.8762878,0.000039000686,0.00540857,0.11761346,0.00016501627],"about_ca_topic_score_codex":0.0006999954,"about_ca_topic_score_gemma":0.000034411423,"teacher_disagreement_score":0.28233087,"about_ca_system_score_codex":0.000076395714,"about_ca_system_score_gemma":0.000025878902,"threshold_uncertainty_score":0.9999066},"labels":[],"label_agreement":null},{"id":"W4391058107","doi":"10.2139/ssrn.4701685","title":"Home Equity and Retirement Funding: Challenges and Opportunities","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Lethbridge","funders":"","keywords":"Equity (law); Business; Home equity; Equity risk; Finance; Public economics; Financial crisis; Actuarial science; Economics; Private equity; Political science","score_opus":0.07832316132224959,"score_gpt":0.2841145061633687,"score_spread":0.2057913448411191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391058107","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":[0.7559692,0.22065166,0.00003495209,0.009403886,0.0013231651,0.00039316682,0.0000070442,0.00018618777,0.0120306965],"genre_scores_gemma":[0.83370155,0.16167817,0.000024486664,0.00039632877,0.002346137,0.000015782492,0.00003396506,0.00006948688,0.0017340985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99597746,0.000038791233,0.0006261253,0.00069267006,0.00070529553,0.0019596862],"domain_scores_gemma":[0.998807,0.000032820135,0.00054828037,0.00032775142,0.00023555235,0.00004859556],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003732161,0.00053217507,0.0006299482,0.0008076144,0.0003622978,0.0012914857,0.00044658958,0.00025234098,0.000082769366],"category_scores_gemma":[0.00007214115,0.00048358567,0.00021925758,0.00013814213,0.00013627202,0.00051112875,0.0047993874,0.0030658783,0.000041324998],"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":[0.00005856807,0.00004896003,0.0044581736,0.0013256664,0.00027112605,0.000055988905,0.00022734194,0.000004604187,0.000024308205,0.8954491,0.00053278357,0.09754335],"study_design_scores_gemma":[0.0003234239,0.000054223816,0.0048068445,0.00065396633,0.0007544405,0.000056271678,0.0014494784,0.0007336841,0.0000016693691,0.97077835,0.019756533,0.0006311193],"about_ca_topic_score_codex":0.0002323958,"about_ca_topic_score_gemma":0.0013799664,"teacher_disagreement_score":0.09691223,"about_ca_system_score_codex":0.00056893437,"about_ca_system_score_gemma":0.0006953771,"threshold_uncertainty_score":0.9997616},"labels":[],"label_agreement":null},{"id":"W4391347244","doi":"10.3390/jrfm17020052","title":"Examining U.S. Millennial Retirement Plan Participation Decisions: The Roles of Employer Contributions and Automatic Enrollment","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Business; Actuarial science; Public relations; Political science; History","score_opus":0.018833043550147484,"score_gpt":0.24947443308755407,"score_spread":0.2306413895374066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391347244","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":[0.9916302,0.0041000503,0.0028983392,0.00026274397,0.00048377374,0.00032179925,0.000011139882,0.000024281497,0.0002676878],"genre_scores_gemma":[0.996102,0.0026040918,0.00049021136,0.0001765655,0.00054318056,0.000016627018,0.000007495432,0.0000141995415,0.000045640427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812996,0.00004575907,0.00086705835,0.00021297921,0.00051954406,0.00022472152],"domain_scores_gemma":[0.9988337,0.00021609012,0.0005300097,0.00017211243,0.00022156656,0.000026521448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015272935,0.00018929662,0.00036239246,0.00047285322,0.00031218887,0.00026565377,0.00016950899,0.000056532488,0.000054429187],"category_scores_gemma":[0.00046427824,0.00012737156,0.00012667582,0.00050116505,0.000096298536,0.00050170964,0.00020843046,0.00018631585,0.000008850134],"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":[0.0003485798,0.00034614265,0.34627125,0.0006495709,0.00020183488,0.00016923819,0.0022688054,0.0003437009,0.00017963213,0.09214754,0.01055294,0.54652077],"study_design_scores_gemma":[0.0012946347,0.00016464278,0.8383571,0.0013448319,0.0016705885,0.000006474896,0.00084618095,0.009187622,0.00004335629,0.010002769,0.13678281,0.0002990106],"about_ca_topic_score_codex":0.00004965273,"about_ca_topic_score_gemma":0.0001051012,"teacher_disagreement_score":0.5462218,"about_ca_system_score_codex":0.000044753895,"about_ca_system_score_gemma":0.000024813098,"threshold_uncertainty_score":0.51940614},"labels":[],"label_agreement":null},{"id":"W4391611645","doi":"10.1002/iir.1527","title":"Predicting repeat consumer bankruptcy: A survival analysis of business‐related repeat filings in Australia 2007–2021","year":2024,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Technology Sydney","keywords":"Bankruptcy; Insolvency; Business; Stakeholder; Actuarial science; Legislature; Business failure; Accounting; Political science; Finance; Public relations; Law","score_opus":0.031153269745299507,"score_gpt":0.3043017199744003,"score_spread":0.2731484502291008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391611645","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":[0.9087925,0.06911976,0.0000803681,0.0018028633,0.0041763326,0.0008363676,0.000095713585,0.00020476994,0.014891356],"genre_scores_gemma":[0.97730815,0.016883926,0.00016465923,0.00055415346,0.0006030949,0.000051520645,0.0011458737,0.000045353558,0.0032432713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659914,0.000047144098,0.0016160398,0.0006801753,0.00076701125,0.0002904851],"domain_scores_gemma":[0.9979813,0.00013935103,0.0005469382,0.00043335633,0.0008799041,0.000019145098],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014102565,0.0003102138,0.0008747569,0.0014921818,0.00005469274,0.00019684595,0.0004854023,0.00011085663,0.01154306],"category_scores_gemma":[0.0011915806,0.00028602648,0.0005762457,0.005936662,0.00007478316,0.0012018147,0.00021046765,0.00027504307,0.00044138904],"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":[0.000023511662,0.00015078265,0.97940385,0.0028112826,0.00091767684,0.00016476083,0.00006755898,0.00038433305,0.00016284593,0.0073748883,0.005437312,0.003101196],"study_design_scores_gemma":[0.000605265,0.00001478065,0.5727434,0.024080856,0.007593058,0.000009440272,0.00004230767,0.0809719,0.000021362308,0.0012991503,0.31168485,0.0009335994],"about_ca_topic_score_codex":0.00378065,"about_ca_topic_score_gemma":0.00060198363,"teacher_disagreement_score":0.4066604,"about_ca_system_score_codex":0.00011720507,"about_ca_system_score_gemma":0.00005591296,"threshold_uncertainty_score":0.9999592},"labels":[],"label_agreement":null},{"id":"W4391614516","doi":"10.3390/jrfm17020063","title":"Financial Literacy of Entrepreneurs and Companies’ Performance","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Business; Finance; Literacy; Accounting; Economics; Economic growth","score_opus":0.005640495293755419,"score_gpt":0.20562043841158317,"score_spread":0.19997994311782774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391614516","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":[0.994073,0.0034604564,0.00064513716,0.000062032406,0.00078031636,0.00015390148,0.0000069243183,0.000023992692,0.000794273],"genre_scores_gemma":[0.99384373,0.0041297283,0.0006793449,0.00020132885,0.000974933,0.0000031179957,0.0000050639724,0.000017855788,0.00014488926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828386,0.000016950791,0.00076703925,0.00027493425,0.00040894392,0.00024824718],"domain_scores_gemma":[0.99900603,0.000060106035,0.00050272275,0.00016678587,0.00024107679,0.000023291865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006503865,0.00023392723,0.00046661738,0.00079812703,0.00016803193,0.0002869776,0.00019957632,0.00006560218,0.000053358177],"category_scores_gemma":[0.00013936017,0.00019748394,0.0001760488,0.0007249669,0.000104661245,0.0012887098,0.00024780512,0.00024785407,0.00001726061],"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":[0.0003495636,0.00015534365,0.5988621,0.0017554361,0.000037794063,0.00019784713,0.0008244399,0.00011746959,0.000051984927,0.046355292,0.004474789,0.3468179],"study_design_scores_gemma":[0.0007593915,0.00009795552,0.7625061,0.0008524084,0.00058690575,0.000015572672,0.00008697195,0.003464292,0.00003434372,0.005986361,0.2253224,0.00028728961],"about_ca_topic_score_codex":0.00006830566,"about_ca_topic_score_gemma":0.000016433894,"teacher_disagreement_score":0.34653062,"about_ca_system_score_codex":0.000023553772,"about_ca_system_score_gemma":0.000027434655,"threshold_uncertainty_score":0.80531615},"labels":[],"label_agreement":null},{"id":"W4391616791","doi":"10.32920/25164623.v1","title":"Using Gamification To Influence User Success In Personal Finance Applications","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Product (mathematics); Empowerment; Intervention (counseling); Business; Finance; Marketing; Public relations; Political science; Psychology","score_opus":0.028442744612322567,"score_gpt":0.29312784670638886,"score_spread":0.2646851020940663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391616791","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":[0.9926237,0.00022706586,0.0019358305,0.000599069,0.00025256144,0.0010862576,0.000013638235,0.00016494947,0.0030969176],"genre_scores_gemma":[0.9924504,0.000020784553,0.0035359561,0.0012971163,0.00078667735,0.00042425405,0.00016481632,0.00005215388,0.0012678419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976426,0.00001108446,0.00061570597,0.0009583172,0.00043498402,0.0003373216],"domain_scores_gemma":[0.99871385,0.00002516152,0.00027413492,0.0005601882,0.00041245038,0.000014200062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038945323,0.0003527908,0.00037605,0.0010489199,0.00012947396,0.00073197234,0.0005636764,0.00019846094,0.00025297204],"category_scores_gemma":[0.00007782081,0.00036412347,0.00015557621,0.00191279,0.00004152475,0.000548583,0.001473417,0.00046318228,0.00122052],"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":[0.000039356317,0.00019939055,0.8650686,0.0020100786,0.000027116475,0.000019895595,0.00034136418,0.03958304,0.0015139246,0.08559815,0.002847989,0.0027511115],"study_design_scores_gemma":[0.00026853685,0.0000046016803,0.58830225,0.0016580409,0.0003717061,0.0000011625813,0.00011398103,0.28644577,0.0001259316,0.022463152,0.09865012,0.0015947542],"about_ca_topic_score_codex":0.0056661367,"about_ca_topic_score_gemma":0.0015875852,"teacher_disagreement_score":0.27676633,"about_ca_system_score_codex":0.00020426614,"about_ca_system_score_gemma":0.00010412196,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W4391617487","doi":"10.32920/25164623","title":"Using Gamification To Influence User Success In Personal Finance Applications","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Product (mathematics); Empowerment; Intervention (counseling); Mobile device; Literacy; Financial services; Business; Finance; Marketing; Public relations; Political science; Psychology; Computer science; World Wide Web","score_opus":0.028442744612322567,"score_gpt":0.29312784670638886,"score_spread":0.2646851020940663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391617487","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":[0.9926237,0.00022706586,0.0019358305,0.000599069,0.00025256144,0.0010862576,0.000013638235,0.00016494947,0.0030969176],"genre_scores_gemma":[0.9924504,0.000020784553,0.0035359561,0.0012971163,0.00078667735,0.00042425405,0.00016481632,0.00005215388,0.0012678419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976426,0.00001108446,0.00061570597,0.0009583172,0.00043498402,0.0003373216],"domain_scores_gemma":[0.99871385,0.00002516152,0.00027413492,0.0005601882,0.00041245038,0.000014200062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038945323,0.0003527908,0.00037605,0.0010489199,0.00012947396,0.00073197234,0.0005636764,0.00019846094,0.00025297204],"category_scores_gemma":[0.00007782081,0.00036412347,0.00015557621,0.00191279,0.00004152475,0.000548583,0.001473417,0.00046318228,0.00122052],"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":[0.000039356317,0.00019939055,0.8650686,0.0020100786,0.000027116475,0.000019895595,0.00034136418,0.03958304,0.0015139246,0.08559815,0.002847989,0.0027511115],"study_design_scores_gemma":[0.00026853685,0.0000046016803,0.58830225,0.0016580409,0.0003717061,0.0000011625813,0.00011398103,0.28644577,0.0001259316,0.022463152,0.09865012,0.0015947542],"about_ca_topic_score_codex":0.0056661367,"about_ca_topic_score_gemma":0.0015875852,"teacher_disagreement_score":0.27676633,"about_ca_system_score_codex":0.00020426614,"about_ca_system_score_gemma":0.00010412196,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W4391797357","doi":"10.1016/j.jfineco.2024.103793","title":"Human capital risk and portfolio choices: Evidence from university admission discontinuities","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":17,"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","funders":"","keywords":"Portfolio; Economics; Classification of discontinuities; Human capital; Actuarial science; Financial economics; Business; Mathematics","score_opus":0.012764414698158796,"score_gpt":0.21245303889688213,"score_spread":0.19968862419872335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391797357","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":[0.9971154,0.0014641434,0.000045653574,0.00012002607,0.00065124285,0.000063088846,0.000019397956,0.000021603353,0.0004994943],"genre_scores_gemma":[0.9958661,0.0009090889,0.00018600706,0.00011773798,0.002323011,2.202417e-7,0.000007831411,0.000016411153,0.0005735953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898994,0.000013418162,0.00048334294,0.00023006945,0.00011329198,0.0001699087],"domain_scores_gemma":[0.9990176,0.00007244597,0.0006190121,0.00012907111,0.00013015051,0.000031740336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044262555,0.00016678973,0.0003470626,0.0003951336,0.0002247959,0.00042149512,0.00023607974,0.00008392814,0.00027488935],"category_scores_gemma":[0.00022151897,0.00015734455,0.00021055157,0.00019251977,0.00006995973,0.003300331,0.00014520479,0.00024956765,0.000035047204],"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":[0.00017977667,0.000063635714,0.94895154,0.00015603846,0.00006011148,0.0002668213,0.0006318248,0.0001597759,0.00038330143,0.0272691,0.0068460465,0.0150320465],"study_design_scores_gemma":[0.00045800395,0.000053506472,0.8238125,0.0008483943,0.0005086552,0.000006708708,0.00027276803,0.0017261487,0.000047535745,0.012670814,0.15923941,0.00035555993],"about_ca_topic_score_codex":0.0022205226,"about_ca_topic_score_gemma":0.0015480131,"teacher_disagreement_score":0.15239337,"about_ca_system_score_codex":0.00010285016,"about_ca_system_score_gemma":0.00012160252,"threshold_uncertainty_score":0.6416325},"labels":[],"label_agreement":null},{"id":"W4391814209","doi":"10.3390/jrfm17020075","title":"On Smoothing and Habit Formation of Variable Life Annuity Benefits","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Annuity; Consumption (sociology); Economics; Volatility (finance); Investment strategy; Portfolio; Habit; Consumption smoothing; Pension; Econometrics; Microeconomics; Life annuity; Financial economics; Finance; Profit (economics); Macroeconomics; Business cycle","score_opus":0.007132934567601039,"score_gpt":0.19660512956389725,"score_spread":0.18947219499629622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391814209","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":[0.98880035,0.0024110898,0.006093654,0.00013127901,0.00055492064,0.00017297502,0.000008503988,0.000023355477,0.0018038852],"genre_scores_gemma":[0.99680716,0.0012240711,0.00096473115,0.0003861033,0.00053545274,0.0000022773113,0.000004634724,0.000013607663,0.0000619455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99869746,0.000014016138,0.00058255956,0.00017187196,0.00036694892,0.00016716539],"domain_scores_gemma":[0.99916494,0.00006398012,0.00045592952,0.00011170146,0.00018041166,0.00002301217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009617513,0.00015704776,0.00031274187,0.0006626294,0.0001637077,0.00024704981,0.00011793871,0.000057634137,0.000037576257],"category_scores_gemma":[0.00026105304,0.00013107323,0.00010211826,0.0005550096,0.000035741206,0.0013218946,0.00014138222,0.0001868684,0.000010383435],"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":[0.00039461904,0.00019540908,0.08670323,0.0022358582,0.00005192457,0.0000748638,0.00061114976,0.0012744523,0.000050318253,0.6915932,0.009159858,0.20765509],"study_design_scores_gemma":[0.0018877841,0.0002574854,0.6216008,0.002958661,0.001496254,0.000011393229,0.00033526364,0.019443948,0.000058592377,0.08486623,0.26645958,0.0006239633],"about_ca_topic_score_codex":0.00013544422,"about_ca_topic_score_gemma":0.000027204615,"teacher_disagreement_score":0.606727,"about_ca_system_score_codex":0.000026341677,"about_ca_system_score_gemma":0.000016362843,"threshold_uncertainty_score":0.53450114},"labels":[],"label_agreement":null},{"id":"W4392090840","doi":"10.2139/ssrn.4734049","title":"Investment Decisions of Defined Benefit Pension Plans","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Manitoba; Western University","funders":"","keywords":"Pension; Business; Investment (military); Investment decisions; Finance; Actuarial science; Economics; Behavioral economics; Political science","score_opus":0.01675392118875482,"score_gpt":0.24026701830937192,"score_spread":0.2235130971206171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392090840","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":[0.9838106,0.0073752394,0.00032913787,0.00094921025,0.0017111381,0.00045109022,0.000025632246,0.00012224863,0.0052257115],"genre_scores_gemma":[0.99147916,0.0032325329,0.000304549,0.00065673946,0.0019965486,0.000018564062,0.00023738517,0.00010808545,0.0019664494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99526614,0.000026364138,0.0011945479,0.0006658216,0.00094586756,0.0019012346],"domain_scores_gemma":[0.9975931,0.00008855816,0.0010659519,0.0006415462,0.00057445164,0.000036386828],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021329846,0.0005554512,0.0008052176,0.0013107745,0.00028501533,0.00042477262,0.0008348201,0.0003259887,0.00024750913],"category_scores_gemma":[0.00035854056,0.00047720014,0.0007579739,0.00077397324,0.00006953862,0.00032415948,0.0017358258,0.0037099018,0.00047844177],"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":[0.00016371442,0.00021858433,0.027724862,0.00029060143,0.00039571038,0.00004403213,0.000085699336,0.0012953504,0.00038477578,0.960094,0.003906514,0.005396183],"study_design_scores_gemma":[0.0004495475,0.000052308515,0.0048422622,0.0010239284,0.001100511,0.000036458612,0.00019410498,0.0028186687,0.000034463286,0.98088354,0.008040668,0.00052356086],"about_ca_topic_score_codex":0.0012020195,"about_ca_topic_score_gemma":0.00602129,"teacher_disagreement_score":0.0228826,"about_ca_system_score_codex":0.0008192158,"about_ca_system_score_gemma":0.0014582269,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W4392107657","doi":"10.1017/flw.2024.4","title":"Financial literacy and knowledge of the retirement income system in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Financial Literacy and Wellbeing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"HEC Montréal; University of Cambridge","keywords":"Financial literacy; Business; Literacy; Finance; Economics; Economic growth","score_opus":0.006380155195908253,"score_gpt":0.21569383761128494,"score_spread":0.20931368241537668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392107657","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":[0.9970155,0.001001714,0.000008155827,0.00027012598,0.0010894008,0.00020399952,0.000007861166,0.000012953738,0.00039032756],"genre_scores_gemma":[0.99836594,0.00009509409,0.000085825384,0.00029641978,0.0009869435,0.000004793277,0.0000049317146,0.00002127658,0.00013876321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744904,0.00006430287,0.001356597,0.00027311055,0.00045811743,0.00039880796],"domain_scores_gemma":[0.9980959,0.00017109649,0.0010928374,0.00023646172,0.0003708268,0.000032837514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011950705,0.00027427322,0.00065122574,0.0006484311,0.00028012868,0.00019053796,0.00035182183,0.00008782631,0.000016653757],"category_scores_gemma":[0.0005281849,0.0002107269,0.00016786432,0.0017565102,0.00006901615,0.0013205768,0.0003760616,0.00037057314,0.000005928275],"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":[0.0001453207,0.00004223329,0.9737218,0.0010097495,0.0000089879895,0.00011707398,0.00088243105,0.000059123864,0.00020280789,0.012676904,0.00089815655,0.010235401],"study_design_scores_gemma":[0.00087826897,0.000026015237,0.96356624,0.0024844669,0.00008772648,0.000012966008,0.00008972594,0.0037085023,0.00008762788,0.001458251,0.027350102,0.00025009082],"about_ca_topic_score_codex":0.078411244,"about_ca_topic_score_gemma":0.06073973,"teacher_disagreement_score":0.026451945,"about_ca_system_score_codex":0.00022638078,"about_ca_system_score_gemma":0.0006099385,"threshold_uncertainty_score":0.9563993},"labels":[],"label_agreement":null},{"id":"W4392167559","doi":"10.1002/pop4.394","title":"Financial capability of people with low income: Results from the Canadian financial diaries","year":2024,"lang":"en","type":"article","venue":"Poverty & Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Canadian Mennonite University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Financial literacy; Government (linguistics); Finance; Socioeconomic status; Credit card; Context (archaeology); Harm; Business; Strengths and weaknesses; Low income; Tracking (education); Economics; Demographic economics; Payment; Political science; Sociology; Psychology","score_opus":0.008824511214573756,"score_gpt":0.21160197268476866,"score_spread":0.2027774614701949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392167559","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":[0.97155154,0.00020149627,0.000021246478,0.020376839,0.00049284234,0.00037788803,0.00060854416,0.00013788654,0.006231702],"genre_scores_gemma":[0.9903988,0.000011705715,0.00005235491,0.005902349,0.0028310213,0.000029762885,0.00043491492,0.00003560026,0.00030347783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974373,0.000039781546,0.000609283,0.0005785346,0.0006323568,0.00070274755],"domain_scores_gemma":[0.9982657,0.0002520094,0.0002413229,0.0007520621,0.0004277929,0.00006111101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007821707,0.0003285236,0.00043718686,0.00061431807,0.0005745811,0.0009827979,0.0006684531,0.00016530779,0.00035822217],"category_scores_gemma":[0.004274879,0.00022350144,0.0002118546,0.0028691594,0.0002475245,0.0015584588,0.00024970173,0.00032843798,0.00022938798],"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":[0.00018252744,0.00009381803,0.70236707,0.00017485816,0.000043963028,0.00002251752,0.0011927012,0.00002146,0.000020989986,0.2137071,0.07792424,0.004248752],"study_design_scores_gemma":[0.00040471155,0.000013180375,0.78818774,0.00010621423,0.0000852066,7.557595e-7,0.000025865702,0.0014661931,0.000016447355,0.009350434,0.20005932,0.00028393784],"about_ca_topic_score_codex":0.89863384,"about_ca_topic_score_gemma":0.92763853,"teacher_disagreement_score":0.20435667,"about_ca_system_score_codex":0.00032689556,"about_ca_system_score_gemma":0.0027367,"threshold_uncertainty_score":0.9477143},"labels":[],"label_agreement":null},{"id":"W4392354168","doi":"10.1177/14407833241232636","title":"Digitalisation and the welfare state – how First Nations people experienced digitalised social security under the Cashless Debit Card","year":2024,"lang":"en","type":"article","venue":"Journal of sociology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Social security; Payment; State (computer science); Government (linguistics); Autonomy; Welfare state; Social Welfare; Welfare; Debit card; Smart card; Business; Stigma (botany); Economic growth; Credit card; Economics; Finance; Computer security; Political science; Law; Politics","score_opus":0.011006249559588913,"score_gpt":0.23264293837364589,"score_spread":0.22163668881405696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392354168","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":[0.9591624,0.0004516563,0.000087441025,0.039074145,0.00045056036,0.00013400416,0.000007721388,0.000021216649,0.00061083457],"genre_scores_gemma":[0.9982243,0.00005915648,0.000003531787,0.0006756272,0.00090782536,0.000010884386,0.000017438448,0.000013020302,0.00008822233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990758,0.000041021918,0.00031158258,0.00013837432,0.0002596823,0.00017354582],"domain_scores_gemma":[0.9989213,0.0003342019,0.0003250426,0.00008981244,0.0003199935,0.000009652504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005735455,0.00012853475,0.00026379543,0.00016514621,0.0009087812,0.00069047464,0.00020814255,0.00006862452,0.000047048212],"category_scores_gemma":[0.00027387688,0.000070960865,0.0002061243,0.00036695765,0.00041522898,0.0012541617,0.000105651205,0.00020860892,0.0000068010618],"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":[0.00033258827,0.00010813082,0.10916062,0.000373109,0.00046429754,0.00006267552,0.09008432,0.00034483368,0.00009428177,0.77945155,0.018237716,0.0012859079],"study_design_scores_gemma":[0.004194176,0.00007996617,0.49346215,0.00021372174,0.0012045176,0.00008621834,0.096740685,0.012613112,0.000025925186,0.2146382,0.17584582,0.00089552405],"about_ca_topic_score_codex":0.00012716389,"about_ca_topic_score_gemma":0.0011173275,"teacher_disagreement_score":0.5648133,"about_ca_system_score_codex":0.00006132862,"about_ca_system_score_gemma":0.000038006543,"threshold_uncertainty_score":0.6989702},"labels":[],"label_agreement":null},{"id":"W4392739223","doi":"10.1093/9780197699898.001.0001","title":"Household Finance","year":2024,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Economics","score_opus":0.018186406195188194,"score_gpt":0.20744595574667052,"score_spread":0.18925954955148233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392739223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000830455,0.0013141681,0.000011707389,0.00021673985,0.0013106856,0.00028198847,0.000017669598,0.00062308105,0.9953935],"genre_scores_gemma":[0.0024062484,0.000108574015,0.00013075572,0.0033817962,0.005530022,0.000020602394,0.00043159656,0.00016747537,0.98782295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977745,0.000002855092,0.0005229087,0.00075086654,0.0005642464,0.00038463407],"domain_scores_gemma":[0.99886787,0.000026629383,0.000296477,0.00063297694,0.00016760692,0.000008440813],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023432432,0.00052061275,0.00057596556,0.0007076394,0.00013147615,0.00065758714,0.0004911297,0.00031746068,0.0030587418],"category_scores_gemma":[0.000040765255,0.0004601245,0.00044874905,0.0004997188,0.000065234715,0.0006802882,0.00047987638,0.00043562808,0.0193007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051577567,0.000013300837,0.00083242217,0.00037335543,0.000017273396,0.00007130089,0.0000035406931,0.000009164192,0.000002198768,0.21501058,0.78309804,0.0005636603],"study_design_scores_gemma":[0.00009258847,0.000003679208,0.0005244054,0.0004349707,0.0003894066,8.11282e-7,0.000001720922,0.0006834936,0.000002120451,0.03503236,0.9622755,0.000558935],"about_ca_topic_score_codex":0.00022243297,"about_ca_topic_score_gemma":0.0002262001,"teacher_disagreement_score":0.17997822,"about_ca_system_score_codex":0.000121894875,"about_ca_system_score_gemma":0.000116141855,"threshold_uncertainty_score":0.99978507},"labels":[],"label_agreement":null},{"id":"W4392742050","doi":"10.1017/flw.2024.2","title":"Crypto and financial literacy of cryptoasset owners versus non-owners: The role of gender differences","year":2023,"lang":"en","type":"article","venue":"Journal of Financial Literacy and Wellbeing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada; York University","funders":"Università degli Studi di Urbino Carlo Bo; Université d'Orléans; York University","keywords":"Financial literacy; Microdata (statistics); Literacy; Business; Cryptocurrency; Accounting; Finance; Economics; Economic growth; Demography; Sociology; Computer science; Computer security; Census","score_opus":0.012295541828459537,"score_gpt":0.24219775726351916,"score_spread":0.22990221543505962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392742050","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":[0.9971016,0.0011775786,0.000081353406,0.00021559323,0.0006665547,0.00016585732,0.000014048782,0.000016304486,0.0005610952],"genre_scores_gemma":[0.9973612,0.00039854698,0.0004953438,0.0002571548,0.0013802694,0.00000450683,0.000014898971,0.000024262132,0.00006381882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738795,0.000048589573,0.0012393718,0.00030305109,0.0006114551,0.00040955743],"domain_scores_gemma":[0.99721,0.00039568773,0.0014831572,0.00025167692,0.0006162816,0.00004319242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010565219,0.00032673162,0.00075042207,0.0007667536,0.00033338752,0.00030196036,0.00040602733,0.00014090644,0.000054742562],"category_scores_gemma":[0.00086424215,0.00022507922,0.00030432726,0.0013126499,0.00021390305,0.0020878802,0.0002848641,0.00035445936,0.000008888282],"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":[0.001956381,0.00022097914,0.8783192,0.00084192754,0.00009667687,0.000093034505,0.006814476,0.000081178056,0.005369916,0.029266337,0.0022104564,0.07472945],"study_design_scores_gemma":[0.0020244808,0.00018461101,0.93122846,0.0007845289,0.0004090328,0.00000906821,0.0004551008,0.0037324796,0.0005894591,0.019261282,0.0408818,0.00043968033],"about_ca_topic_score_codex":0.00020650584,"about_ca_topic_score_gemma":0.000019891328,"teacher_disagreement_score":0.07428977,"about_ca_system_score_codex":0.000021342461,"about_ca_system_score_gemma":0.00010402699,"threshold_uncertainty_score":0.91784644},"labels":[],"label_agreement":null},{"id":"W4392893864","doi":"10.2478/fprj-2016-0006","title":"Financial Literacy Education <i>with</i> Aboriginal People: The Importance of Culture and Context","year":2016,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Praxis; Context (archaeology); Literacy; Public relations; Qualitative research; Sociology; Financial services; Political science; Business; Pedagogy; Finance; Social science; Geography","score_opus":0.018102801878100788,"score_gpt":0.3262551404706332,"score_spread":0.30815233859253244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392893864","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":[0.99485755,0.0019786512,0.00015150022,0.0014164153,0.00033811486,0.00027657038,0.000009369085,0.000020644127,0.00095120317],"genre_scores_gemma":[0.9942575,0.00020208741,0.00026619827,0.0008153604,0.0033268803,0.00002529215,0.000012949534,0.00002461602,0.0010691306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738544,0.00007349354,0.0005479085,0.00034559923,0.001053128,0.0005944066],"domain_scores_gemma":[0.9969534,0.00021566865,0.0005281682,0.0002901347,0.0019688883,0.00004369812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020601023,0.00023329527,0.00034817742,0.00046721008,0.0009877619,0.0004917712,0.000495205,0.000112710295,0.00017935404],"category_scores_gemma":[0.0017129858,0.00012395236,0.00010297059,0.0012889853,0.00030134758,0.0017897134,0.00012978529,0.0006659444,0.00004327094],"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":[0.00041065662,0.00008550548,0.91785544,0.0000755963,0.000007768277,0.000041308016,0.0006589876,0.000002276624,0.00059313484,0.018103914,0.04304195,0.019123439],"study_design_scores_gemma":[0.0007218608,0.00009471943,0.6745322,0.0009838422,0.00004074521,0.000060118087,0.00019939335,0.000034366374,0.000068217276,0.0069961473,0.31604818,0.0002202507],"about_ca_topic_score_codex":0.00025092522,"about_ca_topic_score_gemma":0.0003211703,"teacher_disagreement_score":0.27300623,"about_ca_system_score_codex":0.00008012865,"about_ca_system_score_gemma":0.0008166273,"threshold_uncertainty_score":0.7597166},"labels":[],"label_agreement":null},{"id":"W4393078153","doi":"10.1080/10826084.2024.2330902","title":"The Association of Frequency of Worry About Financial Debt With Substance Use Among Adults in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto; University of Ottawa; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Worry; Cannabis; Debt; Odds ratio; Medicine; Cross-sectional study; Logistic regression; Environmental health; Household debt; Harm reduction; Binge drinking; Demography; Psychology; Psychiatry; Poison control; Injury prevention; Public health; Business; Internal medicine; Finance; Anxiety","score_opus":0.008192849587121662,"score_gpt":0.1855641608483411,"score_spread":0.17737131126121944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393078153","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":[0.9980308,0.00078110717,0.000010054597,0.000060847768,0.00044396205,0.00036022777,0.000019637815,0.000039194543,0.00025417443],"genre_scores_gemma":[0.997999,0.00009359949,0.000116289506,0.00011513561,0.00012397776,0.00002767991,0.000052526237,0.000038215057,0.0014335758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974692,0.000031340915,0.0007698135,0.00043651523,0.0008109233,0.00048224203],"domain_scores_gemma":[0.9979232,0.0003269589,0.000627979,0.00045634495,0.0006454015,0.000020131678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047108604,0.00028384014,0.00042548857,0.00023141933,0.00016278558,0.00025602602,0.0003373396,0.000108976055,0.00009075469],"category_scores_gemma":[0.00042258113,0.00022421019,0.00011902017,0.0016362375,0.00009336346,0.0020789327,0.000030163927,0.00033479417,0.000006723844],"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":[0.00019382857,0.000045661913,0.9923126,0.00013345556,0.000026009799,0.0000698906,0.0005844328,0.000086712644,0.00011196902,0.004015074,0.002276093,0.00014427613],"study_design_scores_gemma":[0.0005096663,0.00000900199,0.9917803,0.0012777142,0.00009838835,2.0550115e-7,0.00008458752,0.0004149923,0.00013921595,0.00035976723,0.00505534,0.00027081562],"about_ca_topic_score_codex":0.9541438,"about_ca_topic_score_gemma":0.9998067,"teacher_disagreement_score":0.04566293,"about_ca_system_score_codex":0.00083305227,"about_ca_system_score_gemma":0.0005841812,"threshold_uncertainty_score":0.9143026},"labels":[],"label_agreement":null},{"id":"W4393330018","doi":"10.1108/jfep-08-2023-0242","title":"Examining payday loan utilization among households with mainstream credit access","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Economic Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Loan; Economics; Political science; Finance; Law","score_opus":0.037451378610538696,"score_gpt":0.26773152038322745,"score_spread":0.23028014177268874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393330018","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":[0.9921197,0.00015543799,0.00023648956,0.0003449851,0.0009671246,0.00012989684,0.000009855375,0.00007154112,0.0059649255],"genre_scores_gemma":[0.9879314,0.00008567145,0.00011660947,0.0007339813,0.01069503,0.0000049123114,0.000016997059,0.000057458827,0.00035797677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982159,0.000014875131,0.0008334203,0.0003027571,0.00024638095,0.00038663464],"domain_scores_gemma":[0.99872804,0.00005234218,0.00078906846,0.00022293834,0.00016505524,0.000042560514],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006180719,0.00027813818,0.0004766463,0.0011593911,0.00017286993,0.00110008,0.00049012015,0.0001177349,0.00029255456],"category_scores_gemma":[0.00023715722,0.00023476181,0.00019724994,0.00081525306,0.00010125347,0.004655736,0.00014952329,0.00026754104,0.00014240025],"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":[0.000178066,0.000085923,0.90609926,0.00025330318,0.000071480594,0.00025026867,0.00020851933,0.0022352566,0.00006651935,0.036588386,0.027626874,0.026336152],"study_design_scores_gemma":[0.0007661581,0.00008886941,0.880105,0.00058955315,0.00026320628,0.000029922716,0.000045278342,0.0067379763,0.00009200678,0.0027641105,0.10806256,0.00045532713],"about_ca_topic_score_codex":0.0014670477,"about_ca_topic_score_gemma":0.0007444011,"teacher_disagreement_score":0.08043568,"about_ca_system_score_codex":0.00033043083,"about_ca_system_score_gemma":0.00057571026,"threshold_uncertainty_score":0.9999369},"labels":[],"label_agreement":null},{"id":"W4393375174","doi":"10.1016/j.econlet.2024.111684","title":"Spending response to cash transfers to shield households from inflation: Evidence from bank accounts","year":2024,"lang":"en","type":"article","venue":"Economics Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Ministerio de Economía y Competitividad; Generalitat de Catalunya; Institució Catalana de Recerca i Estudis Avançats; H2020 European Research Council; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Economics; Cash; Inflation (cosmology); Monetary economics; Macroeconomics","score_opus":0.02814083554768398,"score_gpt":0.23779213870033475,"score_spread":0.20965130315265076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393375174","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":[0.9808774,0.000060555332,0.0005523883,0.016267458,0.0014221192,0.00034563587,0.00007776941,0.0001879259,0.0002087287],"genre_scores_gemma":[0.9763916,0.00001506862,0.00077759824,0.020192,0.0023418937,0.000027239406,0.00007694962,0.000067511195,0.00011010678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810815,0.000025194595,0.00052940147,0.00077782205,0.00018782011,0.00037164288],"domain_scores_gemma":[0.99894446,0.0004085605,0.00008358882,0.00048275726,0.00003220582,0.000048433816],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006218292,0.00029863956,0.00033108922,0.00055024686,0.00016216988,0.0014354162,0.0004788161,0.00008891381,0.0015119062],"category_scores_gemma":[0.00019936687,0.0003407305,0.00018384254,0.0005921496,0.000024811627,0.00252263,0.00018090004,0.00017522529,0.0039221947],"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":[0.0020222387,0.00004067861,0.794221,0.00011011992,0.00022345675,0.0002636531,0.0045822123,0.01780899,0.10067442,0.00096780714,0.07025446,0.008830997],"study_design_scores_gemma":[0.00061433006,0.000045409004,0.778306,0.0012078753,0.0004276618,0.000001060388,0.00029206157,0.014669285,0.0021327438,0.0007694208,0.19990501,0.0016291217],"about_ca_topic_score_codex":0.0043750117,"about_ca_topic_score_gemma":0.0015649376,"teacher_disagreement_score":0.12965055,"about_ca_system_score_codex":0.0002678153,"about_ca_system_score_gemma":0.00003064465,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W4393955747","doi":"10.2139/ssrn.4732729","title":"&lt;p&gt;&lt;span&gt;Risk Across Domains: Alignment and Rebalancing in CEOs Risk Allocation&lt;/span&gt;&lt;/p&gt;","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Risk appetite; Business; Finance; Corporate finance; Risk management","score_opus":0.005379855892674935,"score_gpt":0.22630700971135762,"score_spread":0.2209271538186827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393955747","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":[0.9734084,0.020072168,0.002316194,0.0010462975,0.0009051937,0.0006325149,0.000026633732,0.00023762419,0.0013549912],"genre_scores_gemma":[0.9763741,0.01790679,0.00021448452,0.0003931222,0.0026094567,0.000054351414,0.00009965006,0.00015586177,0.0021922116],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99186206,0.00019946162,0.0015552718,0.0012020908,0.0013946391,0.0037864714],"domain_scores_gemma":[0.997584,0.00018723829,0.0010343392,0.00068311905,0.00040180128,0.000109519686],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006653871,0.0008184105,0.00089651183,0.001005798,0.0012575284,0.0017383063,0.0007765241,0.00031347477,0.00024037572],"category_scores_gemma":[0.00053913804,0.00076312263,0.00047425355,0.0021284528,0.00017137844,0.0024345764,0.00046157808,0.0021618404,0.00039343833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007827541,0.000876828,0.61402965,0.0008085998,0.0016539344,0.00044419058,0.0033678194,0.0031604648,0.019341702,0.25245473,0.012863268,0.09021605],"study_design_scores_gemma":[0.007459358,0.00048000837,0.23442395,0.0022545452,0.0028527135,0.00037239376,0.0023382115,0.0831921,0.00036620148,0.19001116,0.4722633,0.003986072],"about_ca_topic_score_codex":0.0006742786,"about_ca_topic_score_gemma":0.018444885,"teacher_disagreement_score":0.45940003,"about_ca_system_score_codex":0.0018440216,"about_ca_system_score_gemma":0.00077264244,"threshold_uncertainty_score":0.999482},"labels":[],"label_agreement":null},{"id":"W4394565252","doi":"10.2139/ssrn.4787389","title":"Consumption Dynamics and Welfare Under Non-Gaussian Earnings Risk","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Welfare; Earnings; Dynamics (music); Consumption (sociology); Economics; Gaussian; Econometrics; Labour economics; Demographic economics; Physics; Finance; Market economy; Sociology","score_opus":0.005009702461801922,"score_gpt":0.21651742213015948,"score_spread":0.21150771966835755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394565252","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":[0.99012923,0.0022189717,0.0043190443,0.0016779667,0.000361558,0.00011262077,0.0000023828984,0.000104944804,0.001073288],"genre_scores_gemma":[0.99495816,0.0022875192,0.000041776584,0.000171107,0.00082011183,0.0000031387451,0.000036231373,0.000041070893,0.0016408872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99792385,0.00002014739,0.00031085405,0.00030281526,0.00029906293,0.0011432968],"domain_scores_gemma":[0.9995134,0.000023057102,0.00021262506,0.00013088943,0.00009987289,0.000020188209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012735649,0.0002086142,0.00020169128,0.00044752174,0.00056535855,0.00072814326,0.00016073383,0.00008818553,0.000311166],"category_scores_gemma":[0.000054206368,0.00018097289,0.00013635583,0.00044700777,0.00005668948,0.0011099365,0.00008759039,0.0013849929,0.00028606065],"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":[0.000031280797,0.000022908078,0.48653996,0.000084879386,0.000102298065,0.000015204996,0.000045810666,0.000067907575,0.000035787336,0.49544954,0.00023299802,0.017371424],"study_design_scores_gemma":[0.0011139035,0.00009811002,0.5573423,0.0003457112,0.0012059923,0.0002103036,0.0018566123,0.16298577,0.000004960102,0.24250981,0.031400308,0.0009262098],"about_ca_topic_score_codex":0.00054440397,"about_ca_topic_score_gemma":0.0028971888,"teacher_disagreement_score":0.25293973,"about_ca_system_score_codex":0.0004624461,"about_ca_system_score_gemma":0.00016937299,"threshold_uncertainty_score":0.73798597},"labels":[],"label_agreement":null},{"id":"W4394730697","doi":"10.2139/ssrn.4759011","title":"The Debt Retirement Channel and Portfolio Choice: Causal Evidence from Danish Mortgage Holders","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Winnipeg","funders":"","keywords":"Debt; Portfolio; Danish; Business; Mortgage underwriting; Economics; Actuarial science; Finance; Mortgage insurance","score_opus":0.016135691744600663,"score_gpt":0.2483851770519368,"score_spread":0.23224948530733613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394730697","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":[0.95828766,0.03606957,0.0006477474,0.0026286955,0.001021954,0.0002760822,0.000002551275,0.0001349449,0.0009308194],"genre_scores_gemma":[0.98443353,0.010549564,0.000023134897,0.00047125667,0.002734095,0.000013478375,0.00001677511,0.00005110022,0.0017070362],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965961,0.00003801523,0.00050994643,0.00047063307,0.0006746198,0.0017106967],"domain_scores_gemma":[0.9990558,0.0001789357,0.00025719972,0.00030411096,0.00017010914,0.000033863696],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002296343,0.0003010054,0.00025764166,0.00024045612,0.0009037453,0.0015965684,0.00045665048,0.00008225549,0.00013029203],"category_scores_gemma":[0.00025612215,0.00021650386,0.0001844983,0.0006405439,0.00010226083,0.0016960683,0.00020319092,0.0012984634,0.00011565591],"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":[0.0003905154,0.00020136438,0.49455878,0.00031300643,0.0013895668,0.00043755418,0.0007683762,0.00018484195,0.004120138,0.3660999,0.04332042,0.08821553],"study_design_scores_gemma":[0.0017311105,0.0002831835,0.2546186,0.002303071,0.0027642543,0.00016520385,0.0036290183,0.042052932,0.0001616031,0.40572378,0.28436977,0.0021974966],"about_ca_topic_score_codex":0.002703322,"about_ca_topic_score_gemma":0.007850002,"teacher_disagreement_score":0.24104933,"about_ca_system_score_codex":0.00040436644,"about_ca_system_score_gemma":0.00045182204,"threshold_uncertainty_score":0.9994399},"labels":[],"label_agreement":null},{"id":"W4394944792","doi":"10.4337/9781782542353.00018","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.01749867160382525,"score_gpt":0.22876249620596528,"score_spread":0.21126382460214002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394944792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075011137,0.00046843887,0.00014165418,0.0004920988,0.008547084,0.0005720441,0.000031415304,0.0004137583,0.9818324],"genre_scores_gemma":[0.06419597,0.000046070512,0.00020585225,0.009283134,0.031017706,0.00011582843,0.0030265609,0.00039730535,0.8917116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949109,0.000047255624,0.0010872341,0.001286987,0.0015093228,0.0011582831],"domain_scores_gemma":[0.9963951,0.000087440036,0.0012482186,0.0012450624,0.0009605001,0.00006364824],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011749401,0.0009573791,0.0011341164,0.0018081876,0.00059325877,0.010887649,0.0019109277,0.0010196315,0.013771179],"category_scores_gemma":[0.0007539231,0.0009519942,0.00063555833,0.00093492697,0.00013726183,0.0046978043,0.0011525408,0.0016096224,0.026415972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037703077,0.00004419683,0.009792615,0.00030017513,0.00006182929,0.000048929804,0.00005258148,0.000032084252,0.000013835337,0.0023054373,0.98200077,0.0053098253],"study_design_scores_gemma":[0.00049911026,0.0000081270355,0.0019930021,0.00039920944,0.00022021969,0.000003652941,0.000037125337,0.0005051612,0.000010964759,0.0012129007,0.99403495,0.0010755636],"about_ca_topic_score_codex":0.005761528,"about_ca_topic_score_gemma":0.00089434173,"teacher_disagreement_score":0.09012082,"about_ca_system_score_codex":0.00022909563,"about_ca_system_score_gemma":0.0002374367,"threshold_uncertainty_score":0.999293},"labels":[],"label_agreement":null},{"id":"W4394944957","doi":"10.4337/9781782542353.00008","title":"An Overview","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04437018715829308,"score_gpt":0.252570619297426,"score_spread":0.20820043213913295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394944957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008551746,0.000994778,0.000019993218,0.0002807512,0.0014812835,0.00046758825,0.00001941153,0.00070836954,0.9951727],"genre_scores_gemma":[0.010867757,0.00016743725,0.00040931007,0.010757827,0.017053258,0.000038823204,0.0017769714,0.00054010993,0.9583885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957389,0.00001911861,0.00096791756,0.0011902369,0.0013347542,0.00074905745],"domain_scores_gemma":[0.9965529,0.00005339564,0.0010450425,0.001466303,0.0008059635,0.000076438766],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011535058,0.00089882937,0.0009952681,0.0011653111,0.00046363336,0.0068807006,0.0015491351,0.00076166156,0.0052819895],"category_scores_gemma":[0.0002623785,0.000909788,0.00060936675,0.00017043742,0.00012492982,0.00557251,0.0006082645,0.001058991,0.0020164899],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003616261,0.00004009101,0.0032208604,0.00035113608,0.000079290556,0.00015781916,0.00006292918,0.00000613377,0.000019153595,0.79329324,0.17689405,0.025839109],"study_design_scores_gemma":[0.00029877143,0.00001601662,0.0007483223,0.00052542496,0.00037509407,0.0000045063903,0.000009502148,0.0002345742,0.0000030271192,0.056690793,0.9401028,0.0009911545],"about_ca_topic_score_codex":0.001195089,"about_ca_topic_score_gemma":0.0010288106,"teacher_disagreement_score":0.76320875,"about_ca_system_score_codex":0.00017408592,"about_ca_system_score_gemma":0.00012439571,"threshold_uncertainty_score":0.9993353},"labels":[],"label_agreement":null},{"id":"W4394946205","doi":"10.4337/9781782542353.00017","title":"Pension Provision in the United States","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Business; Finance","score_opus":0.024436200782440888,"score_gpt":0.2221256876793034,"score_spread":0.19768948689686253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394946205","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021673532,0.00014920613,0.000018745797,0.0015178052,0.0006981442,0.0010016486,0.000011163273,0.0003123692,0.97461736],"genre_scores_gemma":[0.11908177,0.00020242155,0.00037578898,0.03148893,0.010759528,0.00011622824,0.009984201,0.00067318033,0.82731795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961639,0.000042954576,0.000917067,0.000844961,0.0013999508,0.0006311334],"domain_scores_gemma":[0.9973334,0.00018402627,0.00084883656,0.00094331766,0.00066203426,0.000028390741],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020318415,0.00068911543,0.0006551428,0.0020077347,0.00041898133,0.004809233,0.0013247804,0.00052602804,0.0006963296],"category_scores_gemma":[0.0004116192,0.0005227092,0.00033529056,0.00040315403,0.00012347309,0.002330915,0.0006171599,0.001306341,0.00052514125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020967788,0.000118287935,0.012196338,0.00053867645,0.000074325326,0.000618166,0.0012123503,0.00014438707,0.00002604751,0.45396882,0.5073569,0.023536064],"study_design_scores_gemma":[0.00040641625,0.000016850323,0.001366334,0.0006024385,0.00016187498,0.0000045309425,0.00010148037,0.0012810498,0.0000019539564,0.034271915,0.96116453,0.0006206142],"about_ca_topic_score_codex":0.0047281925,"about_ca_topic_score_gemma":0.0021101746,"teacher_disagreement_score":0.45380768,"about_ca_system_score_codex":0.0001488668,"about_ca_system_score_gemma":0.00007711471,"threshold_uncertainty_score":0.9997224},"labels":[],"label_agreement":null},{"id":"W4394960742","doi":"10.33423/jabe.v26i1.6904","title":"“Whatchu Talkin’ ‘Bout, Willis?” — The Importance of Proper Language in Financial Literacy","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CLARITY; Ambiguity; Financial literacy; Terminology; Competence (human resources); Credibility; Finance; Actuarial science; Psychology; Linguistics; Business; Political science; Social psychology","score_opus":0.00619846645693855,"score_gpt":0.20330222964047498,"score_spread":0.19710376318353642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394960742","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":[0.99653786,0.0011342029,0.00002017566,0.00052640087,0.0003980484,0.00013605533,0.0000034756151,0.000008574537,0.0012352052],"genre_scores_gemma":[0.9974963,0.00033000577,0.00016484759,0.00071295653,0.0011968433,0.0000048931997,0.000008444232,0.000022299027,0.00006341545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987724,0.0000035937776,0.00074736547,0.00018479966,0.00011097049,0.00018090736],"domain_scores_gemma":[0.9991094,0.00003917761,0.0005096285,0.0001607264,0.00016996816,0.000011119068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005989133,0.00016699101,0.00039122134,0.0003364905,0.000065847475,0.00037379697,0.0002206078,0.000063826315,0.0000929308],"category_scores_gemma":[0.00005185515,0.000112600945,0.00010275405,0.000583093,0.00007188535,0.0012236562,0.00011161755,0.00018570045,0.000014518204],"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":[0.0012020079,0.00042870909,0.73404765,0.0026441934,0.00014806101,0.0002810688,0.004340883,0.0041170428,0.0027469108,0.15938947,0.005998891,0.08465512],"study_design_scores_gemma":[0.0017866244,0.00003073797,0.7630644,0.00093245384,0.00037936706,0.000036969785,0.00088757364,0.013265418,0.0002737146,0.018969335,0.1996064,0.00076699955],"about_ca_topic_score_codex":0.00012935523,"about_ca_topic_score_gemma":0.000205412,"teacher_disagreement_score":0.19360751,"about_ca_system_score_codex":0.000036505015,"about_ca_system_score_gemma":0.00007825177,"threshold_uncertainty_score":0.45917335},"labels":[],"label_agreement":null},{"id":"W4394980244","doi":"10.1016/j.gfj.2024.100969","title":"Home equity and retirement funding: Challenges and opportunities","year":2024,"lang":"en","type":"article","venue":"Global Finance Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Lethbridge","funders":"","keywords":"Equity (law); Business; Economics; Finance; Political science","score_opus":0.09379612535345867,"score_gpt":0.2947020221738143,"score_spread":0.20090589682035565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394980244","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":[0.89887655,0.07422752,0.000044802815,0.0061234953,0.0011448163,0.00012268138,0.000010195308,0.00010975006,0.019340172],"genre_scores_gemma":[0.96874505,0.028552292,0.0001622093,0.00078405393,0.0013149751,0.0000040026175,0.000006299135,0.000015366211,0.00041574586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998459,0.00001391167,0.00036104332,0.000326986,0.00044406002,0.0003949878],"domain_scores_gemma":[0.9995074,0.000018862649,0.00016480501,0.0001383987,0.00013733428,0.000033151664],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008203584,0.00022647498,0.00027726358,0.00018279342,0.00032891124,0.0011463711,0.00018580917,0.00007127984,0.000117777396],"category_scores_gemma":[0.00005390529,0.00019871563,0.00008996202,0.0002311043,0.000111498666,0.0015453397,0.00056688307,0.00019749258,0.00004609659],"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":[0.00006172953,0.000047531263,0.050897058,0.00063974696,0.000045781,0.00054435205,0.00015650125,0.0000053984995,0.000036375775,0.5713051,0.014582318,0.36167812],"study_design_scores_gemma":[0.00041341825,0.00005305753,0.34000236,0.0008474625,0.00020895002,0.0001568065,0.0003068401,0.0022721805,0.0000027500794,0.09447662,0.5607703,0.0004892506],"about_ca_topic_score_codex":0.000050568906,"about_ca_topic_score_gemma":0.00006678793,"teacher_disagreement_score":0.546188,"about_ca_system_score_codex":0.00009918253,"about_ca_system_score_gemma":0.00004581675,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W4394997077","doi":"10.55223/bej.16","title":"Santa Claus is coming!","year":2024,"lang":"en","type":"article","venue":"Behanomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Claus process; Computer graphics (images); Computer science; Materials science","score_opus":0.017576805594860388,"score_gpt":0.23694461209779807,"score_spread":0.2193678065029377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394997077","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":[0.9831214,0.0006925476,0.00010180557,0.00056643056,0.0011608568,0.00015881259,0.00001116734,0.0002842111,0.013902749],"genre_scores_gemma":[0.9912978,0.000050961455,0.00033114216,0.0031017715,0.0017707366,0.00000937611,0.00008241242,0.000050735664,0.0033050932],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988929,0.0000041155913,0.00028801317,0.00035163763,0.00020011677,0.0002632396],"domain_scores_gemma":[0.99951786,0.000028602974,0.00007693047,0.00028981766,0.00007536401,0.000011418411],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021689598,0.00018027479,0.00019854243,0.00030182328,0.00013826194,0.00061848783,0.00023589178,0.000075845324,0.0014846069],"category_scores_gemma":[0.00003264161,0.00017551651,0.00016891249,0.00055157853,0.000037270842,0.00073401455,0.00018892984,0.00012641614,0.004003804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058117846,0.00013294432,0.4621965,0.00053547614,0.00007616542,0.00015687937,0.00028559918,0.000024089928,0.002862707,0.131744,0.3868371,0.015090416],"study_design_scores_gemma":[0.00019803003,0.0000064669803,0.024149496,0.00012008906,0.00027024432,0.0000022600032,0.000045812074,0.022086155,0.0003480908,0.00410393,0.9482806,0.00038882636],"about_ca_topic_score_codex":0.0003956568,"about_ca_topic_score_gemma":0.00010327279,"teacher_disagreement_score":0.5614435,"about_ca_system_score_codex":0.000053679985,"about_ca_system_score_gemma":0.000025448926,"threshold_uncertainty_score":0.99942815},"labels":[],"label_agreement":null},{"id":"W4395012059","doi":"10.17269/s41997-024-00875-9","title":"Transitioning to a guaranteed annual income and the impact on activities of daily living in older adults: Evidence from public pensions in Canada using the CLSA","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Pension; Receipt; Activities of daily living; Disability pension; Logistic regression; Baseline (sea); Confounding; Public health; Demographic economics; Gerontology; Medicine; Demography; Economics; Environmental health; Physical therapy; Finance; Political science; Accounting; Sociology","score_opus":0.028486105579833002,"score_gpt":0.269866678793253,"score_spread":0.24138057321342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395012059","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":[0.98358005,0.001801636,0.00006372675,0.014013832,0.0002245283,0.00025369046,0.00003804198,0.0000035536275,0.00002094758],"genre_scores_gemma":[0.99753654,0.0000350735,0.000034865927,0.0021244984,0.00024163068,0.000003445345,0.0000029333767,0.000016628615,0.000004408263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794203,0.00023040315,0.0007321264,0.00019200431,0.00037791432,0.00052554655],"domain_scores_gemma":[0.99829143,0.00080240064,0.0003242636,0.00018090969,0.0002419089,0.00015908988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003494116,0.00016559305,0.0004291336,0.0013261572,0.00026966154,0.0005121901,0.00031692404,0.000037190603,0.000128018],"category_scores_gemma":[0.0014182291,0.000103770224,0.00009558698,0.0017896864,0.00009299399,0.0016308856,0.000035842506,0.00043606784,8.2878853e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005853492,0.000015998652,0.9726388,0.00015319143,0.00003543142,0.00010349247,0.019398876,0.001106732,0.000008801932,0.0010733188,0.0009088832,0.0044979374],"study_design_scores_gemma":[0.00039184536,0.000023178836,0.9556609,0.004716707,0.0000195702,0.000012591369,0.016249282,0.022359533,4.203522e-7,0.00008611511,0.0003547982,0.00012509503],"about_ca_topic_score_codex":0.99118423,"about_ca_topic_score_gemma":0.996816,"teacher_disagreement_score":0.0212528,"about_ca_system_score_codex":0.0014975956,"about_ca_system_score_gemma":0.010687799,"threshold_uncertainty_score":0.9949207},"labels":[],"label_agreement":null},{"id":"W4395020618","doi":"10.1037/xge0001569","title":"Efficiency neglect: Why people are pessimistic about the effects of increasing population.","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Toronto","funders":"","keywords":"Pessimism; Neglect; Psychology; Population; Economics; Demography; Sociology; Psychiatry; Philosophy; Epistemology","score_opus":0.011859140225548218,"score_gpt":0.2959844992513557,"score_spread":0.2841253590258075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395020618","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":[0.9877124,0.008317553,0.00014908562,0.00034806135,0.0025091902,0.00014176923,9.752575e-7,0.000023192777,0.00079781783],"genre_scores_gemma":[0.996022,0.00003531695,0.00023747803,0.0017195324,0.0018724361,0.0000050885938,0.0000089836285,0.00002717301,0.000071997296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983932,0.00008615581,0.0006686758,0.00023016322,0.00038127863,0.00024057111],"domain_scores_gemma":[0.99885756,0.00014372339,0.00060330797,0.00021607334,0.00016001448,0.000019343011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051313854,0.00019752917,0.00037897206,0.00041796357,0.00021683284,0.00016340688,0.0003372217,0.00007940247,0.0002551697],"category_scores_gemma":[0.00025501652,0.0001374966,0.00028816328,0.00072029355,0.000084927495,0.0005375177,0.00008416532,0.00026157603,0.000026565014],"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":[0.00048041213,0.0008076464,0.63287634,0.00045896837,0.00017428947,0.00023644358,0.0009851173,0.0002806803,0.3188247,0.006267702,0.03735755,0.0012501315],"study_design_scores_gemma":[0.0012762467,0.00020105952,0.98093855,0.00071908586,0.00039878805,0.00014451018,0.00027278054,0.0051943487,0.0038230733,0.0012078448,0.0054601314,0.000363548],"about_ca_topic_score_codex":0.00032535667,"about_ca_topic_score_gemma":0.000026971646,"teacher_disagreement_score":0.34806225,"about_ca_system_score_codex":0.00005473596,"about_ca_system_score_gemma":0.000018850162,"threshold_uncertainty_score":0.5606949},"labels":[],"label_agreement":null},{"id":"W4395037099","doi":"10.32721/ctj.2024.72.1.pfp","title":"Planification fiscale personnelle : Les gains fortuits tirés de jeux en ligne — sachez reconnaître vos chances quand la maison de jeux est l'Agence de revenu du Canada","year":2024,"lang":"fr","type":"article","venue":"Canadian Tax Journal/Revue fiscale canadienne","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01761596026802828,"score_gpt":0.20998779436973022,"score_spread":0.19237183410170194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395037099","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":[0.7902095,0.040929794,0.0010154285,0.15567043,0.0040220427,0.00080896687,0.0014673853,0.000102419326,0.00577406],"genre_scores_gemma":[0.8943931,0.0025213195,0.00067921134,0.0014581002,0.006591873,0.000068131405,0.0003430067,0.00019286326,0.09375243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485815,0.00030910867,0.0010167696,0.0009095014,0.00035391288,0.0025525568],"domain_scores_gemma":[0.99671036,0.00040432875,0.0006096597,0.0005677831,0.0004979593,0.001209902],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025152746,0.0007339157,0.0007533181,0.0010669178,0.0014597346,0.0012689295,0.0010208591,0.0005911238,0.0025302845],"category_scores_gemma":[0.0014562509,0.0008733618,0.0003709975,0.0015360952,0.00020181983,0.0013108654,0.0000929101,0.0013281521,0.000107877706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004289269,0.00006658949,0.2015807,0.00208769,0.0002850912,0.008488813,0.007986807,0.0007541673,0.00041243594,0.0034157517,0.7533661,0.021512914],"study_design_scores_gemma":[0.0004320313,0.00006094296,0.032270487,0.002994114,0.0010095774,0.0015351532,0.0040749446,0.03628404,0.000101624755,0.0015119632,0.91852194,0.0012032057],"about_ca_topic_score_codex":0.96671224,"about_ca_topic_score_gemma":0.99952555,"teacher_disagreement_score":0.16931021,"about_ca_system_score_codex":0.005648052,"about_ca_system_score_gemma":0.00407674,"threshold_uncertainty_score":0.9998402},"labels":[],"label_agreement":null},{"id":"W4396223143","doi":"10.33423/jaf.v24i1.6925","title":"Financial Literacy Simulation in Managerial Finance: Signing Up for a Mock 401(k)","year":2024,"lang":"en","type":"article","venue":"Journal of Accounting and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Work (physics); Literacy; Quarter (Canadian coin); Commission; Finance; Business; Political science; Accounting; Economics; Economic growth; Engineering","score_opus":0.01108057185535124,"score_gpt":0.2633573654003946,"score_spread":0.2522767935450434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396223143","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":[0.9932909,0.002318584,0.0017669335,0.0002877767,0.0018421718,0.00023702566,0.000004356271,0.00003462122,0.00021763334],"genre_scores_gemma":[0.99386287,0.0002384359,0.001371801,0.00035045831,0.0035502224,0.000011683988,0.000010442441,0.000037207883,0.0005668635],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797446,0.000012491532,0.0009457521,0.0003541536,0.00033552077,0.0003776191],"domain_scores_gemma":[0.9984996,0.00021628664,0.00067162473,0.00014417557,0.0004613914,0.0000069259904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012384222,0.0002571136,0.00048589043,0.00081278494,0.00021417944,0.00086479087,0.00022644074,0.00012960593,0.000019302817],"category_scores_gemma":[0.0007126052,0.00024036884,0.00022803477,0.0010644223,0.00004298346,0.0034405952,0.00009483378,0.00031942694,0.000017580582],"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":[0.0030391547,0.0004829042,0.27419874,0.004868696,0.000107390326,0.0007798466,0.0033862467,0.10222473,0.0023559346,0.092796974,0.029705482,0.48605388],"study_design_scores_gemma":[0.0019497495,0.00008778715,0.08651305,0.0023441326,0.00020424457,0.000015345067,0.00007670098,0.4982525,0.00006180695,0.023222243,0.38663647,0.00063595525],"about_ca_topic_score_codex":0.00007073401,"about_ca_topic_score_gemma":0.000029876359,"teacher_disagreement_score":0.48541793,"about_ca_system_score_codex":0.00005981475,"about_ca_system_score_gemma":0.000077937664,"threshold_uncertainty_score":0.9801957},"labels":[],"label_agreement":null},{"id":"W4396528898","doi":"10.22215/etd/2023-15894","title":"National Strategies for Financial Literacy Education in Brazil and Canada(2001-2022): Trajectories, Perspectives, and Alternatives","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Political science; Literacy; Economic growth; Regional science; Economics; Sociology; Finance","score_opus":0.009236813315201419,"score_gpt":0.28353326071644336,"score_spread":0.2742964474012419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396528898","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":[0.99122894,0.0010656604,0.0000068859013,0.00019462334,0.0009716929,0.0006239457,0.00005269531,0.00005379912,0.005801776],"genre_scores_gemma":[0.957513,0.0004245905,0.00039067923,0.000733367,0.0026123612,0.00030363305,0.0067966706,0.0000967538,0.031128976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99818695,0.0000123678,0.00043791978,0.0006009704,0.00046940634,0.00029241163],"domain_scores_gemma":[0.99847347,0.00011742565,0.00032479363,0.00010467536,0.0009612929,0.000018328077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028850115,0.0003392765,0.0003800563,0.000767131,0.00023320912,0.0005958187,0.00014375507,0.00014121212,0.000117660275],"category_scores_gemma":[0.0005421498,0.00035181118,0.000060912298,0.0005562486,0.00003555651,0.001455998,0.000039890707,0.00018011243,0.000003676902],"study_design_candidate":"observational","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":[0.0006871803,0.00040630766,0.27954766,0.003298158,0.00010465076,0.000017964447,0.006331197,0.000036008554,0.00023606847,0.5269736,0.1617018,0.020659419],"study_design_scores_gemma":[0.0006513243,0.000017748811,0.92445886,0.00032620382,0.00010856041,6.489892e-7,0.014413753,0.0015306115,0.000010249394,0.027135374,0.030681448,0.00066520524],"about_ca_topic_score_codex":0.5747961,"about_ca_topic_score_gemma":0.9577836,"teacher_disagreement_score":0.6449112,"about_ca_system_score_codex":0.00022094528,"about_ca_system_score_gemma":0.00296197,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W4396529993","doi":"10.2139/ssrn.4799612","title":"Social Premiums","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Alberta; HEC Montréal","funders":"","keywords":"Business","score_opus":0.009014249000423283,"score_gpt":0.23872674302032304,"score_spread":0.22971249401989977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396529993","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":[0.962416,0.0065313866,0.0012692686,0.0035127301,0.0013793954,0.00021894785,0.0000013280417,0.00043030342,0.024240652],"genre_scores_gemma":[0.987393,0.00026792285,0.000017511022,0.00046215684,0.0066188048,0.000004316632,0.000015146754,0.00004271385,0.0051783784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99734306,0.000013358808,0.0003221158,0.00025938623,0.0004165936,0.0016454763],"domain_scores_gemma":[0.99960124,0.00001794315,0.0001241911,0.00010815511,0.00013773952,0.000010711073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013714165,0.00018877859,0.00019597828,0.00039051793,0.00042915996,0.0007267327,0.00029334702,0.000076278295,0.00040429368],"category_scores_gemma":[0.000057618927,0.00016287925,0.00027343538,0.00079930475,0.000036247522,0.0012675714,0.000084998064,0.0011901573,0.0011066643],"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":[0.000030346928,0.000037639493,0.021809286,0.0000546285,0.00008343742,0.000024675815,0.000069404836,0.000007746512,0.00029558927,0.9518153,0.009794315,0.015977645],"study_design_scores_gemma":[0.0004045395,0.000031340816,0.007659889,0.0000878911,0.0003711614,0.00006963603,0.00036425178,0.0033872959,0.000019627714,0.6246162,0.3625163,0.00047184734],"about_ca_topic_score_codex":0.00015659494,"about_ca_topic_score_gemma":0.00050326076,"teacher_disagreement_score":0.35272202,"about_ca_system_score_codex":0.00043067764,"about_ca_system_score_gemma":0.00047090452,"threshold_uncertainty_score":0.9996711},"labels":[],"label_agreement":null},{"id":"W4396578761","doi":"10.2196/49129","title":"Association of the Type of Public Pension With Mental Health Among South Korean Older Adults: Longitudinal Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Association (psychology); Public health; Mental health; Medicine; Longitudinal study; Gerontology; Environmental health; Psychology; Psychiatry; Nursing","score_opus":0.04878845264362701,"score_gpt":0.2907917240780946,"score_spread":0.2420032714344676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396578761","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":[0.98888457,0.00038486827,0.000012117659,0.009323789,0.00027162457,0.00093083543,0.000023563754,0.0000472282,0.00012143303],"genre_scores_gemma":[0.99844337,0.000027990543,0.000029410767,0.00077816565,0.00019704128,0.000022320684,0.0002223025,0.000019879242,0.00025953827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974326,0.00017123604,0.00073900283,0.00039568395,0.0008616113,0.00039985724],"domain_scores_gemma":[0.99799824,0.00008356254,0.000880887,0.00028258705,0.0006959072,0.000058820213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030676886,0.00018101637,0.00044434096,0.00025701284,0.00030635908,0.00022840028,0.00018624144,0.00005116731,0.0000866013],"category_scores_gemma":[0.00035977009,0.0001214271,0.000078233665,0.0017385666,0.00006534727,0.00077508617,0.0001289533,0.00016545354,0.0000067776064],"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":[0.000035262463,0.00016795333,0.99039835,0.00047849456,0.0000311167,5.1506953e-7,0.0010705065,0.0000013240497,7.2899e-7,0.0007970209,0.0058204974,0.0011982224],"study_design_scores_gemma":[0.00054128026,0.00009460865,0.9903389,0.00013054497,0.0000033476304,4.4109422e-7,0.00089757657,0.0020036846,9.669313e-8,0.000014893013,0.005862489,0.00011210425],"about_ca_topic_score_codex":0.0013212321,"about_ca_topic_score_gemma":0.0042620082,"teacher_disagreement_score":0.00955881,"about_ca_system_score_codex":0.00014639499,"about_ca_system_score_gemma":0.00048454973,"threshold_uncertainty_score":0.49516535},"labels":[],"label_agreement":null},{"id":"W4396668354","doi":"10.15405/epsbs.2024.05.29","title":"Financial Risk Tolerance During Post-Pandemic: A Case Study Among Urban Older Malaysians","year":2024,"lang":"en","type":"article","venue":"The European Proceedings of Social & Behavioural Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial risk; Finance; Business; Population; Financial plan; Quarter (Canadian coin); Mediation; Medicine; Environmental health","score_opus":0.016533659242321228,"score_gpt":0.2435816158947861,"score_spread":0.22704795665246488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396668354","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":[0.9956014,0.0000898278,7.0574663e-7,0.00008750356,0.00034147763,0.0005471913,0.000009963072,0.00023591668,0.0030860025],"genre_scores_gemma":[0.99759924,0.0000036744427,0.000015096889,0.00009610943,0.0015107577,0.000020376003,0.0000030558413,0.00004146851,0.00071021763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973343,0.00002808333,0.00061814225,0.00069458084,0.00078582537,0.00053906994],"domain_scores_gemma":[0.99892116,0.000026610827,0.00048819985,0.000100789286,0.0004396094,0.000023658644],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019758623,0.00032885929,0.00034193185,0.0003481625,0.0021129688,0.0012319093,0.00078962825,0.000058585974,0.00009479246],"category_scores_gemma":[0.000084012834,0.00024190685,0.00027261738,0.002044145,0.00063142553,0.0022495307,0.00043194616,0.00037702158,0.00006782297],"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":[0.000014603171,0.00011556773,0.9923465,0.00006751057,0.000008124783,0.00024485262,0.004489003,0.000004900083,0.0006492059,0.00046396584,0.00074201915,0.00085372326],"study_design_scores_gemma":[0.0002956929,0.000052395302,0.9913371,0.00010955109,0.00035344914,0.0000381526,0.0065335357,0.0005374283,0.000018313553,0.00009270533,0.00028174865,0.00034988704],"about_ca_topic_score_codex":0.005276746,"about_ca_topic_score_gemma":0.0011156404,"teacher_disagreement_score":0.004161106,"about_ca_system_score_codex":0.000058334095,"about_ca_system_score_gemma":0.000039151375,"threshold_uncertainty_score":0.9998049},"labels":[],"label_agreement":null},{"id":"W4398143271","doi":"10.3390/jrfm17050215","title":"Financial Literacy: A Case Study for Portugal","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Literacy; Business; Economics; Political science; Finance; Economic growth","score_opus":0.00995484227416396,"score_gpt":0.2486999820723266,"score_spread":0.23874513979816264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398143271","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":[0.9889644,0.0016594313,0.006307649,0.00008045837,0.0018327866,0.000761032,0.000016232032,0.000055888868,0.00032215135],"genre_scores_gemma":[0.99399066,0.00025448916,0.0013950993,0.00039165773,0.003591183,0.000033927627,0.000007639785,0.000038772214,0.00029659085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977693,0.00002388094,0.00096933084,0.00040769033,0.00046129627,0.00036851544],"domain_scores_gemma":[0.9987353,0.000097914235,0.00050781574,0.0002236764,0.00040292044,0.00003235121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001486519,0.00031828348,0.0005306355,0.0010817582,0.00039035222,0.00073893706,0.00023299025,0.00008219395,0.00006354772],"category_scores_gemma":[0.0003086126,0.00026684205,0.00037671963,0.0009320387,0.000047067726,0.0014516265,0.00021831389,0.00029851578,0.000028021082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008247616,0.0010773683,0.295804,0.0013506874,0.00012321911,0.031505466,0.0022746862,0.000080082355,0.000010432728,0.055859227,0.026621025,0.5844691],"study_design_scores_gemma":[0.0028889235,0.00045870477,0.13837804,0.00050358416,0.0026094974,0.0004949881,0.0012923303,0.003281284,0.0000033808624,0.019648567,0.8297233,0.0007174165],"about_ca_topic_score_codex":0.00032339597,"about_ca_topic_score_gemma":0.00022914984,"teacher_disagreement_score":0.80310225,"about_ca_system_score_codex":0.000053409825,"about_ca_system_score_gemma":0.00005521387,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4398166136","doi":"10.54751/revistafoco.v17n5-119","title":"A CONSOLIDAÇÃO DA PROPRIEDADE FIDUCIÁRIA E SEUS EFEITOS AO BEM DE FAMÍLIA","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02248052983467089,"score_gpt":0.27389402739414576,"score_spread":0.25141349755947484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398166136","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":[0.8992295,0.05641926,0.0012800654,0.0061034258,0.0046291957,0.005206938,0.00021354071,0.0017751388,0.025142923],"genre_scores_gemma":[0.9606025,0.00046130357,0.00030126004,0.0015784317,0.0044267126,0.00011131564,0.00030391043,0.0002199131,0.031994652],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99500716,0.00011483208,0.0012965839,0.0014009232,0.00092089147,0.0012595922],"domain_scores_gemma":[0.99767876,0.0001523144,0.0004938189,0.0011360436,0.0004356669,0.000103407074],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014316168,0.0008671815,0.0010766374,0.00079493923,0.00054389774,0.005894757,0.00082582544,0.0003724969,0.003938214],"category_scores_gemma":[0.0006078809,0.0008378387,0.0007820342,0.0026364652,0.0001845129,0.0022025707,0.00064408634,0.00074385136,0.007784875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036963748,0.00076226034,0.23677526,0.027230626,0.00086654193,0.002401338,0.0024274657,0.000059611015,0.0058645844,0.21301286,0.4805721,0.029657712],"study_design_scores_gemma":[0.00056947186,0.000044584976,0.0066406275,0.003802786,0.0018903121,0.000017536418,0.00022446025,0.019150548,0.00014189591,0.00080830813,0.9655455,0.0011639685],"about_ca_topic_score_codex":0.0006892637,"about_ca_topic_score_gemma":0.000088535824,"teacher_disagreement_score":0.4849734,"about_ca_system_score_codex":0.00034637132,"about_ca_system_score_gemma":0.00039822175,"threshold_uncertainty_score":0.99940723},"labels":[],"label_agreement":null},{"id":"W4398264710","doi":"10.7910/dvn/ktwyz6/oqt8qn","title":"rightv1_pooled_controls.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Economics; Computer science; Statistics; Computer security; Mathematics","score_opus":0.012280671726041113,"score_gpt":0.20878667970254425,"score_spread":0.19650600797650314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398264710","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051211322,0.0000029446985,0.000011880002,0.000044085406,0.0011526077,0.00045556613,0.9967322,0.00020011654,0.0013493841],"genre_scores_gemma":[0.0001270658,0.000075081894,0.0000821319,0.008301202,0.005174971,0.000041014962,0.98562,0.00006240544,0.00051608327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966813,0.000031198848,0.00075528194,0.0010458948,0.00087074534,0.0006156084],"domain_scores_gemma":[0.99715775,0.000054813023,0.0007778433,0.001686434,0.00026850167,0.000054661607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003378612,0.0007098512,0.00091763755,0.0006011092,0.00031660998,0.0008468222,0.0015312952,0.00034752575,0.06925694],"category_scores_gemma":[0.0006106176,0.00067733176,0.00043935608,0.00088025996,0.00009888479,0.0017024376,0.0012737777,0.0006164463,0.69788986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009630395,0.000073922856,0.00030162238,0.0003158103,0.00007140311,0.0002884527,0.0000029007815,0.0000040501623,0.000012357411,0.00070565654,0.99799395,0.00013354575],"study_design_scores_gemma":[0.0007608593,0.00001115156,0.00031470522,0.0001247433,0.0011949909,0.000001565936,0.000009573669,0.0005190348,0.0000020547407,0.00021128569,0.9960852,0.0007648168],"about_ca_topic_score_codex":0.0025084238,"about_ca_topic_score_gemma":0.00075569336,"teacher_disagreement_score":0.6286329,"about_ca_system_score_codex":0.000078729,"about_ca_system_score_gemma":0.00008459216,"threshold_uncertainty_score":0.9995678},"labels":[],"label_agreement":null},{"id":"W4398273667","doi":"10.7910/dvn/ktwyz6/pmpn1n","title":"pumf-98M0001-E-2016-individuals_F1.dta","year":2020,"lang":"de","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Economics; Actuarial science; Public economics; Computer science; Statistics; Computer security; Mathematics","score_opus":0.017668246422267414,"score_gpt":0.22131711948229188,"score_spread":0.20364887306002447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398273667","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064897403,0.000051685718,0.000029667048,0.00014663709,0.004214088,0.0014291158,0.9918332,0.0003704588,0.0012761359],"genre_scores_gemma":[0.0005075137,0.0016752954,0.00040055296,0.009331095,0.010617183,0.00007291306,0.97497445,0.00024273759,0.0021782825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904746,0.00017881373,0.0022479314,0.0028681688,0.0024468002,0.0017837133],"domain_scores_gemma":[0.9923872,0.00020576897,0.0023854375,0.0040203794,0.0007581071,0.00024315859],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013747832,0.0019840437,0.0022488954,0.00144525,0.0010859688,0.0030285092,0.0039564013,0.00097528636,0.2489956],"category_scores_gemma":[0.0020663599,0.0020751422,0.0010549902,0.002649181,0.00038678048,0.004109172,0.0054661427,0.0015843089,0.9579182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025345935,0.00044257613,0.0066136327,0.0016234338,0.00040743902,0.0008521916,0.00005225185,0.000009620091,0.00004069458,0.0006141839,0.9887515,0.0003390419],"study_design_scores_gemma":[0.0016699369,0.000057312533,0.0013793223,0.0009959895,0.0048853676,0.0000046501555,0.00013562333,0.00076399115,0.0000105062545,0.00014334053,0.98771733,0.002236627],"about_ca_topic_score_codex":0.0023946285,"about_ca_topic_score_gemma":0.00052803895,"teacher_disagreement_score":0.7089226,"about_ca_system_score_codex":0.00024200589,"about_ca_system_score_gemma":0.00036995017,"threshold_uncertainty_score":0.9992902},"labels":[],"label_agreement":null},{"id":"W4398277626","doi":"10.7910/dvn/ktwyz6/nkf6z0","title":"__init__.py","year":2020,"lang":"ja","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Computer security","score_opus":0.018699669530111953,"score_gpt":0.2245223296606684,"score_spread":0.20582266013055645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398277626","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032713026,0.000012190823,0.00002111124,0.000102640064,0.00331098,0.0010233455,0.9896751,0.00025046815,0.005277028],"genre_scores_gemma":[0.00056284596,0.0006883603,0.000280838,0.012450361,0.0049763564,0.00004665518,0.9781727,0.00010193756,0.0027199127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932952,0.000097530174,0.0016205626,0.0020117324,0.0018413494,0.0011336416],"domain_scores_gemma":[0.99412936,0.00016130306,0.0014919527,0.0030093903,0.0010924544,0.00011555608],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00096765516,0.0013857071,0.0016576024,0.0012438303,0.000770679,0.0018638901,0.002788689,0.00073237135,0.1354643],"category_scores_gemma":[0.0029990245,0.0014886108,0.00079319795,0.002536331,0.00026154044,0.0031730633,0.0036627525,0.0011757625,0.82132643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025897042,0.00027694943,0.0033812597,0.0020360483,0.00019276241,0.0005045238,0.000026405285,0.0000066804805,0.00002136406,0.001093193,0.9919586,0.00024320817],"study_design_scores_gemma":[0.001199833,0.000030915544,0.000883344,0.0009065252,0.0028591314,0.0000022092643,0.00011214335,0.0009387727,0.000007954383,0.000117847216,0.99148947,0.0014518488],"about_ca_topic_score_codex":0.002468345,"about_ca_topic_score_gemma":0.0006357616,"teacher_disagreement_score":0.6858621,"about_ca_system_score_codex":0.00025536807,"about_ca_system_score_gemma":0.00032198694,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W4398283396","doi":"10.7910/dvn/ktwyz6/arhzpg","title":"README.txt","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Actuarial science; Computer security; Mathematics; Statistics","score_opus":0.018051911302007607,"score_gpt":0.2206333048375198,"score_spread":0.2025813935355122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398283396","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000075129756,0.0000012660191,0.000005117383,0.000025462505,0.0010621278,0.00034729557,0.99696726,0.00017772867,0.0013386377],"genre_scores_gemma":[0.000045337227,0.00011247456,0.00012840876,0.0067032115,0.004283349,0.000025539564,0.9881096,0.000059757047,0.000532317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970384,0.000024087376,0.00066012796,0.00095505314,0.00080239295,0.0005199092],"domain_scores_gemma":[0.99740213,0.000042683623,0.0006793143,0.0015934947,0.0002361505,0.00004624117],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032554741,0.0006081549,0.00074234453,0.0005502429,0.00026445743,0.0006893636,0.0013069287,0.0003125644,0.09985575],"category_scores_gemma":[0.00073116814,0.0006080313,0.00033223908,0.00095558097,0.00009388264,0.001623117,0.001476968,0.00052958913,0.7870712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000605994,0.000069759044,0.0006033734,0.00043620082,0.000041137835,0.0002643024,0.0000039289384,0.0000023049554,0.000009531196,0.00034234527,0.9980666,0.00009991347],"study_design_scores_gemma":[0.00037801126,0.0000097224165,0.00042031403,0.00014428477,0.000770732,0.0000017194093,0.000018002871,0.00017332376,0.0000023325492,0.00010052833,0.9973052,0.000675809],"about_ca_topic_score_codex":0.0028101285,"about_ca_topic_score_gemma":0.00058902084,"teacher_disagreement_score":0.6872155,"about_ca_system_score_codex":0.0000705039,"about_ca_system_score_gemma":0.000075027885,"threshold_uncertainty_score":0.9996371},"labels":[],"label_agreement":null},{"id":"W4398288569","doi":"10.7910/dvn/ktwyz6/miljed","title":"form-checkpoint.py","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer security; Computer science; Medicine","score_opus":0.017392855700856406,"score_gpt":0.2223510246277254,"score_spread":0.204958168926869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398288569","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007365517,0.000002081017,0.000015446016,0.000039217157,0.0010887466,0.00042929422,0.9961699,0.00017082135,0.002010832],"genre_scores_gemma":[0.000042197662,0.00012352539,0.00017828493,0.0071158083,0.0026444504,0.00003240622,0.9889603,0.00004108773,0.0008619397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704653,0.00002061985,0.00075854454,0.0009207921,0.0007041909,0.0005493067],"domain_scores_gemma":[0.9973672,0.000050112445,0.0006886227,0.0015825229,0.00027114095,0.00004041453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037274358,0.0006356974,0.0007849403,0.0006806201,0.00029449785,0.00066731067,0.0013761926,0.0003382047,0.0419991],"category_scores_gemma":[0.0008851625,0.00063262146,0.0004188632,0.0010612094,0.00008961552,0.0017675981,0.0016830626,0.00055266684,0.463322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071813476,0.00007363893,0.0005511219,0.00071478763,0.000051562958,0.00012968366,0.000004366518,0.000002013381,0.000007917252,0.00046739692,0.99778175,0.0001439622],"study_design_scores_gemma":[0.000502927,0.000008949555,0.00035142316,0.00021699561,0.0008540673,0.0000010353365,0.000021180449,0.0003013548,0.0000047888043,0.00023609243,0.9968447,0.000656481],"about_ca_topic_score_codex":0.0023675966,"about_ca_topic_score_gemma":0.00069513323,"teacher_disagreement_score":0.4213229,"about_ca_system_score_codex":0.00008423275,"about_ca_system_score_gemma":0.00010374373,"threshold_uncertainty_score":0.9996125},"labels":[],"label_agreement":null},{"id":"W4398291108","doi":"10.7910/dvn/ktwyz6/ljjp8o","title":"example-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Economics; Computer security; Mathematics","score_opus":0.027205636666161305,"score_gpt":0.22539573611559743,"score_spread":0.19819009944943614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398291108","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013527971,0.000001898918,0.000015849639,0.000023662365,0.0011112771,0.0004157173,0.99622875,0.00018857098,0.001879014],"genre_scores_gemma":[0.000081541366,0.0000656469,0.00020683094,0.004817695,0.0047181468,0.00003350127,0.9894911,0.00007289231,0.00051264145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964624,0.000030717594,0.0008291355,0.0011582759,0.0008992378,0.0006202544],"domain_scores_gemma":[0.9969458,0.00006431441,0.0008190855,0.001849056,0.00026362296,0.000058136815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044815132,0.00072607724,0.0008571004,0.00063299405,0.00029982516,0.0007803571,0.0014765457,0.00029872791,0.14409077],"category_scores_gemma":[0.00059558253,0.0007381491,0.00042271698,0.0010692105,0.00011671412,0.0017979334,0.0018061899,0.0006187598,0.56375307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051190356,0.00008166793,0.0012358285,0.00042657155,0.000055745862,0.00018352678,0.0000063798234,0.0000025929648,0.000012286478,0.00045243825,0.99738616,0.00010562717],"study_design_scores_gemma":[0.00050254335,0.000009906925,0.0005875617,0.0001394071,0.00084493146,0.0000017471823,0.000028774164,0.00021170375,0.000004818823,0.0001939877,0.99665916,0.0008154577],"about_ca_topic_score_codex":0.011992295,"about_ca_topic_score_gemma":0.0007578537,"teacher_disagreement_score":0.41966233,"about_ca_system_score_codex":0.00006820028,"about_ca_system_score_gemma":0.00008163027,"threshold_uncertainty_score":0.99950695},"labels":[],"label_agreement":null},{"id":"W4398293443","doi":"10.7910/dvn/ktwyz6/pvtqzi","title":"pi_pooled_controls.tex","year":2020,"lang":"ca","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Mathematics; Statistics","score_opus":0.012788354549369075,"score_gpt":0.2130892650167165,"score_spread":0.2003009104673474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398293443","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003205628,0.000020465064,0.000050365896,0.00015017804,0.0030379288,0.0013183191,0.99197704,0.00030858268,0.0028165856],"genre_scores_gemma":[0.001712864,0.0005409461,0.00017422701,0.012229814,0.008107455,0.00006822923,0.9749538,0.000172545,0.0020401403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99272484,0.00011964043,0.0017666692,0.0022577404,0.0017342966,0.0013968218],"domain_scores_gemma":[0.9939478,0.00015192975,0.0018286989,0.0031839248,0.00071623304,0.00017143117],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00084221544,0.0015794216,0.0019754872,0.0010523819,0.00078550045,0.0022827077,0.0028913766,0.00072413293,0.17941207],"category_scores_gemma":[0.0018315169,0.001676995,0.0010077704,0.0020172498,0.00025729815,0.0036203947,0.0032612116,0.0013040036,0.8855192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040866283,0.00025831582,0.002166407,0.0011930872,0.0002684203,0.0008567073,0.000021917485,0.000012608687,0.000065377026,0.0012057123,0.9930292,0.000513634],"study_design_scores_gemma":[0.002058675,0.00004963037,0.0010924338,0.00056400883,0.0040681027,0.0000044854064,0.00008129139,0.0027493772,0.000005371103,0.00015452185,0.9874472,0.0017248883],"about_ca_topic_score_codex":0.0023149613,"about_ca_topic_score_gemma":0.00069428654,"teacher_disagreement_score":0.7061071,"about_ca_system_score_codex":0.00021663429,"about_ca_system_score_gemma":0.00024864957,"threshold_uncertainty_score":0.99969536},"labels":[],"label_agreement":null},{"id":"W4398294960","doi":"10.7910/dvn/ktwyz6/mgxnhy","title":"risk_frequencies.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Actuarial science; Economics; Computer science; Computer security; Medicine","score_opus":0.018659798870092306,"score_gpt":0.21786044310039562,"score_spread":0.19920064423030331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398294960","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010889163,0.0000031812133,0.0000070965293,0.000026662135,0.0011352418,0.00037585688,0.99689907,0.00019096467,0.0012530434],"genre_scores_gemma":[0.000073780306,0.000173209,0.00015264562,0.0063160365,0.0039902404,0.000029366467,0.98880684,0.0000607258,0.00039713486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680257,0.000027107815,0.00070592697,0.0009955775,0.0008902344,0.00057859934],"domain_scores_gemma":[0.9972132,0.00004606761,0.00076319143,0.0016561528,0.00027110858,0.00005032441],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036709334,0.00065917737,0.00078362116,0.0005783233,0.00030815543,0.0007485471,0.0015044113,0.00033297864,0.06840633],"category_scores_gemma":[0.00084904203,0.00065802084,0.0003739771,0.001083077,0.00013566771,0.0018257874,0.0013217271,0.0006070555,0.6879525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004132523,0.00006238924,0.00090612954,0.00040919523,0.000043387216,0.00026707345,0.000004602867,0.000004261611,0.0000149853295,0.00038868946,0.99776787,0.00009007328],"study_design_scores_gemma":[0.000385911,0.000009787126,0.0005252751,0.00012412804,0.00080087443,0.0000019042552,0.000022330947,0.00022973165,0.0000028956547,0.00016770088,0.99699634,0.0007331294],"about_ca_topic_score_codex":0.0054085637,"about_ca_topic_score_gemma":0.00090687216,"teacher_disagreement_score":0.61954623,"about_ca_system_score_codex":0.000103350096,"about_ca_system_score_gemma":0.00010044729,"threshold_uncertainty_score":0.9995871},"labels":[],"label_agreement":null},{"id":"W4398297927","doi":"10.7910/dvn/ktwyz6/14hkxq","title":"risk_estimates.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Actuarial science; Computer security; Statistics; Mathematics","score_opus":0.017372082589780114,"score_gpt":0.22528295882584956,"score_spread":0.20791087623606944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398297927","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009957326,0.0000023647237,0.000009872874,0.000023230945,0.0010139472,0.0003704693,0.99745965,0.00021629296,0.00080460747],"genre_scores_gemma":[0.00006567993,0.00011796255,0.00024841554,0.004613127,0.0032963094,0.00002887471,0.9912916,0.000066029024,0.00027202754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969473,0.000021939188,0.00068885105,0.0009816447,0.0008018455,0.00055842387],"domain_scores_gemma":[0.9973635,0.00005088718,0.00075063156,0.0015454722,0.00024033374,0.00004918344],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032233025,0.0006629916,0.0007959448,0.0005595292,0.00030537014,0.00079839886,0.0013501144,0.00031474466,0.06527591],"category_scores_gemma":[0.0008283083,0.0006620146,0.0003379783,0.00097568065,0.00010940239,0.0016838885,0.001560991,0.0005571455,0.73358524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056199475,0.0000767586,0.0011561,0.00050434767,0.00004125267,0.00027334166,0.0000032048379,0.000009089819,0.000006521073,0.0002514079,0.9975186,0.00010319454],"study_design_scores_gemma":[0.00041504297,0.00000974959,0.00078361906,0.00015111266,0.00091842416,0.000001957207,0.000011864596,0.0009134642,0.0000021820467,0.00012933151,0.99593747,0.0007258061],"about_ca_topic_score_codex":0.0033869774,"about_ca_topic_score_gemma":0.0004734825,"teacher_disagreement_score":0.66830933,"about_ca_system_score_codex":0.00007503893,"about_ca_system_score_gemma":0.00007400396,"threshold_uncertainty_score":0.9995831},"labels":[],"label_agreement":null},{"id":"W4398298078","doi":"10.7910/dvn/ktwyz6/vnot3h","title":"final_data.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Computer security; Mathematics; Statistics","score_opus":0.018362435551410632,"score_gpt":0.22061188762524916,"score_spread":0.20224945207383854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398298078","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006443957,0.000002437171,0.000007749845,0.00003080043,0.0011238985,0.00035131493,0.9977041,0.00015882251,0.0005564738],"genre_scores_gemma":[0.000033299595,0.00016532354,0.00015113155,0.007177873,0.005589424,0.000027482987,0.9864421,0.000058380854,0.00035502185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967641,0.000026267997,0.0007093241,0.0010541781,0.00087642326,0.00056967116],"domain_scores_gemma":[0.99710816,0.0000505156,0.0006985103,0.0018561527,0.0002360772,0.00005055781],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034005,0.0006701287,0.00079554936,0.00056935346,0.00029187783,0.000831185,0.0017124352,0.00030810994,0.055531766],"category_scores_gemma":[0.00087343354,0.00066910166,0.00034451287,0.0010439624,0.00010617131,0.0022657656,0.0021193104,0.0006043466,0.7250425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008078662,0.0000817485,0.0004430472,0.00053469406,0.000041305284,0.00032259716,0.0000025341556,0.0000030921674,0.000008155071,0.00027962032,0.99808526,0.00011718125],"study_design_scores_gemma":[0.00041834393,0.000012229401,0.000567379,0.00016555695,0.0008339016,0.0000022557808,0.000014630246,0.0002265289,0.0000019275583,0.00010491164,0.9969067,0.0007456185],"about_ca_topic_score_codex":0.0032411178,"about_ca_topic_score_gemma":0.00069373805,"teacher_disagreement_score":0.6695108,"about_ca_system_score_codex":0.00006864437,"about_ca_system_score_gemma":0.00008337977,"threshold_uncertainty_score":0.99957603},"labels":[],"label_agreement":null},{"id":"W4398323343","doi":"10.7910/dvn/ktwyz6/ubsrc2","title":"final_data_scenarios-1.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Economics; Computer security; Mathematics","score_opus":0.017756746858623093,"score_gpt":0.21860186396724024,"score_spread":0.20084511710861713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398323343","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006449134,0.0000025915658,0.000008331561,0.000039943796,0.001217424,0.0003866193,0.99757785,0.000172335,0.000530428],"genre_scores_gemma":[0.000038089398,0.00016484411,0.0001768351,0.008166296,0.0055611026,0.000027689293,0.98544186,0.000063504245,0.0003597651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644953,0.000029150326,0.00077263435,0.0011643469,0.000951511,0.0006328387],"domain_scores_gemma":[0.99685997,0.000054688175,0.0007587798,0.0020156149,0.0002523493,0.000058621055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036980354,0.0007320163,0.0008605674,0.00060195074,0.00032831996,0.0009336971,0.001915758,0.00034622385,0.05520022],"category_scores_gemma":[0.0009731536,0.0007271839,0.0003665658,0.0011129694,0.00011553987,0.0024146433,0.0023106905,0.0006953462,0.70618916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093756746,0.00009476547,0.00055233354,0.0005478258,0.00004480397,0.00036842737,0.0000034385698,0.0000041143603,0.0000086520395,0.00028418237,0.9978798,0.00011788351],"study_design_scores_gemma":[0.00045802048,0.000014029927,0.00062207045,0.00017906123,0.0008549237,0.0000028339382,0.000016719672,0.0002982306,0.0000016471083,0.00009291501,0.9966429,0.0008166735],"about_ca_topic_score_codex":0.004140152,"about_ca_topic_score_gemma":0.0009999858,"teacher_disagreement_score":0.65098894,"about_ca_system_score_codex":0.000082394974,"about_ca_system_score_gemma":0.00010027329,"threshold_uncertainty_score":0.9995179},"labels":[],"label_agreement":null},{"id":"W4398335569","doi":"10.7910/dvn/ktwyz6/qq1oes","title":"values-2.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Economics; Computer science; Computer security; Statistics; Mathematics","score_opus":0.017381540979137355,"score_gpt":0.22381721322152356,"score_spread":0.2064356722423862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398335569","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000078804405,0.0000023020775,0.000008964956,0.000024350515,0.0014138392,0.00036857824,0.9969924,0.00018629224,0.0009244583],"genre_scores_gemma":[0.000059099646,0.000108674845,0.00013707414,0.0060728816,0.0067327507,0.0000242066,0.98631376,0.00006273705,0.00048881763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686766,0.000028885786,0.00067145296,0.0010022412,0.0008864183,0.0005433274],"domain_scores_gemma":[0.99743783,0.000047582103,0.0006766221,0.0015519037,0.00023965623,0.000046378434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038347053,0.0006388717,0.00077938003,0.0005650027,0.00029584634,0.0007337799,0.0013992374,0.00030267567,0.053843684],"category_scores_gemma":[0.0007712037,0.00063696026,0.00037858376,0.0009878894,0.00010283382,0.001701701,0.0015893149,0.00054345507,0.6907536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000559174,0.00007420925,0.00061203336,0.00043881295,0.000046687066,0.000234608,0.0000043620958,0.0000040579216,0.000007713816,0.0002963697,0.9981302,0.000095053154],"study_design_scores_gemma":[0.00043255402,0.000010068355,0.00051054964,0.00013526267,0.00089943997,0.0000015754639,0.000018512923,0.00032826155,0.0000022790139,0.00015343084,0.9968,0.0007080648],"about_ca_topic_score_codex":0.0022865252,"about_ca_topic_score_gemma":0.0003224381,"teacher_disagreement_score":0.6369099,"about_ca_system_score_codex":0.00007611299,"about_ca_system_score_gemma":0.00007914095,"threshold_uncertainty_score":0.99960816},"labels":[],"label_agreement":null},{"id":"W4398341542","doi":"10.7910/dvn/ktwyz6/trr46z","title":"__init__.cpython-36.pyc","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Computer security; Mathematics; Statistics","score_opus":0.018829802906527072,"score_gpt":0.2245359222844674,"score_spread":0.2057061193779403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398341542","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012050586,0.000003065808,0.00000989181,0.00004189226,0.0016094232,0.00045741777,0.9959512,0.00022988966,0.0015767211],"genre_scores_gemma":[0.00008107996,0.00014785511,0.00018772212,0.008220222,0.005414925,0.00003800308,0.9852856,0.000083201914,0.0005414273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962323,0.000037057715,0.0008628381,0.0011788975,0.001012865,0.0006760554],"domain_scores_gemma":[0.99674976,0.00006794595,0.00086438714,0.0019359916,0.00031876913,0.000063149055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044339377,0.00079134735,0.0009432793,0.0007094174,0.00035939782,0.00090477214,0.0016549223,0.00041625364,0.07000236],"category_scores_gemma":[0.0009607316,0.0007964303,0.0004470697,0.0012380399,0.00013081617,0.001986235,0.0018546411,0.0007339837,0.67593026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102594706,0.000096237876,0.000677115,0.0005590136,0.00006025657,0.0003520404,0.0000063647017,0.0000044062213,0.000010649152,0.00034723946,0.99764574,0.00013832506],"study_design_scores_gemma":[0.00052211416,0.000013684297,0.00055734173,0.00018780654,0.00093635544,0.0000025697495,0.0000308996,0.00026805067,0.0000032511255,0.00012990934,0.9964639,0.00088411017],"about_ca_topic_score_codex":0.002482591,"about_ca_topic_score_gemma":0.000592139,"teacher_disagreement_score":0.60592794,"about_ca_system_score_codex":0.00009185864,"about_ca_system_score_gemma":0.000102128884,"threshold_uncertainty_score":0.99944866},"labels":[],"label_agreement":null},{"id":"W4398346702","doi":"10.7910/dvn/ktwyz6/ivygae","title":"2_Weights_and_Imputation.do","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Imputation (statistics); Replication (statistics); Business; Asset (computer security); Econometrics; Computer science; Finance; Actuarial science; Economics; Statistics; Mathematics; Missing data; Computer security","score_opus":0.016354135772502443,"score_gpt":0.2195299103211176,"score_spread":0.20317577454861516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398346702","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056722525,0.0000024894894,0.000017116388,0.000023842365,0.0009118329,0.00027039356,0.99740446,0.00010523167,0.001207898],"genre_scores_gemma":[0.00009069124,0.00011416329,0.00012657374,0.005274336,0.0036801803,0.000016712824,0.99030775,0.00003887623,0.00035073442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774486,0.000016407226,0.00054476585,0.00071309134,0.000609921,0.0003709616],"domain_scores_gemma":[0.99827766,0.00003037108,0.0005502569,0.0008763743,0.00022873012,0.000036620237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020290358,0.00046186784,0.0005456316,0.0004334212,0.00028816538,0.0009217372,0.00078497635,0.00021606713,0.05925972],"category_scores_gemma":[0.00032378285,0.00040893667,0.0002594352,0.0007100335,0.00007047023,0.0015954785,0.0007308938,0.00034364397,0.5117056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003284552,0.0000560612,0.00026447198,0.0002660928,0.000032466243,0.00010538378,0.0000054843595,0.0000057593575,0.0000028487384,0.00083738856,0.998108,0.0002831722],"study_design_scores_gemma":[0.0003218378,0.000010622081,0.00037171235,0.000096684584,0.0005313975,0.0000011531024,0.00001856721,0.00037366516,8.9899146e-7,0.00028215535,0.997469,0.0005223207],"about_ca_topic_score_codex":0.0012678427,"about_ca_topic_score_gemma":0.00016321454,"teacher_disagreement_score":0.45244586,"about_ca_system_score_codex":0.000040039104,"about_ca_system_score_gemma":0.000059639,"threshold_uncertainty_score":0.99983627},"labels":[],"label_agreement":null},{"id":"W4398348573","doi":"10.7910/dvn/ktwyz6/d6a2qf","title":"values-3.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Economics; Computer science; Statistics; Mathematics; Computer security","score_opus":0.01738743365633717,"score_gpt":0.22380222566830085,"score_spread":0.2064147920119637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398348573","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008015916,0.0000022470078,0.000008827905,0.000023670358,0.001397889,0.00036788208,0.99697673,0.00018618161,0.0009563906],"genre_scores_gemma":[0.00006112668,0.00010711657,0.00013445676,0.005862497,0.006690389,0.000024202156,0.9865561,0.000062607425,0.0005014674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687207,0.000028688612,0.0006702678,0.0010000983,0.00088704383,0.0005418547],"domain_scores_gemma":[0.9974471,0.000046154353,0.0006749744,0.0015458663,0.00023964682,0.000046276513],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038221874,0.0006379085,0.0007777982,0.00056380604,0.00029564212,0.00073333946,0.0013960463,0.00030226118,0.053303473],"category_scores_gemma":[0.00075314275,0.00063579826,0.0003779008,0.0009855438,0.000102756596,0.0016984886,0.0015859926,0.00054218736,0.69579625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056712684,0.00007433791,0.0006249114,0.0004380489,0.000046551882,0.00022958992,0.000004419762,0.0000040680357,0.000007881254,0.00030932168,0.99811435,0.000089787354],"study_design_scores_gemma":[0.0004304982,0.0000100718535,0.0005124364,0.0001387493,0.0008969721,0.000001579547,0.00001859233,0.0003308688,0.0000022288832,0.00015486145,0.9967967,0.0007063905],"about_ca_topic_score_codex":0.002293137,"about_ca_topic_score_gemma":0.00032420267,"teacher_disagreement_score":0.6424928,"about_ca_system_score_codex":0.00007509444,"about_ca_system_score_gemma":0.00007819614,"threshold_uncertainty_score":0.99960935},"labels":[],"label_agreement":null},{"id":"W4398351546","doi":"10.7910/dvn/ktwyz6/uqdyeu","title":"simtax.cpython-36.pyc","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Economics; Computer science; Computer security","score_opus":0.017059626600347835,"score_gpt":0.22138772336480786,"score_spread":0.20432809676446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398351546","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017572226,0.0000029862338,0.000011622836,0.000037614347,0.001198477,0.00045875288,0.9968288,0.00022828596,0.0010577217],"genre_scores_gemma":[0.00011528081,0.00012427288,0.00017410102,0.0074637216,0.0049357926,0.000032614676,0.9865348,0.000080333164,0.0005391295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629265,0.0000365737,0.0008152573,0.0011910831,0.0009989017,0.00066551345],"domain_scores_gemma":[0.9967894,0.0000648586,0.0008615897,0.0019268147,0.00029421362,0.00006315733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043013308,0.00077675184,0.00093307137,0.00063532236,0.00035011728,0.0008582775,0.0016002862,0.00038759786,0.066639684],"category_scores_gemma":[0.00094530196,0.0007846226,0.00043989898,0.0011838136,0.00012537822,0.0019663735,0.0019096853,0.00068013463,0.6499524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104096405,0.00009606434,0.0007510495,0.0005625505,0.000056227855,0.00031947935,0.0000046601485,0.000006397915,0.000012956841,0.0002351167,0.9977209,0.0001304773],"study_design_scores_gemma":[0.000501518,0.000012296358,0.00069787493,0.00016508126,0.00090508384,0.0000019435995,0.000024486102,0.00035760936,0.00000338958,0.00011886439,0.9963466,0.0008652757],"about_ca_topic_score_codex":0.0029236851,"about_ca_topic_score_gemma":0.0005980299,"teacher_disagreement_score":0.58331275,"about_ca_system_score_codex":0.00009276205,"about_ca_system_score_gemma":0.00009737865,"threshold_uncertainty_score":0.99946046},"labels":[],"label_agreement":null},{"id":"W4398390297","doi":"10.7910/dvn/ktwyz6/p6z1hp","title":"final_data_scenarios.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Computer security","score_opus":0.017756746858623093,"score_gpt":0.21860186396724024,"score_spread":0.20084511710861713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398390297","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000634027,0.0000025418913,0.000008078459,0.000039263832,0.0011976754,0.00037786033,0.99762666,0.00016800707,0.0005164843],"genre_scores_gemma":[0.00003630815,0.00016544238,0.00017479142,0.008017374,0.005467732,0.000026849268,0.98569465,0.00006192255,0.00035494845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651676,0.000028399301,0.0007576342,0.0011433132,0.000934169,0.0006197134],"domain_scores_gemma":[0.9969138,0.00005326099,0.00074452057,0.0019855732,0.0002458093,0.000057074118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036174385,0.000715769,0.0008445488,0.0005966813,0.00032582117,0.0009356472,0.0018816226,0.00033862784,0.054433502],"category_scores_gemma":[0.0009552671,0.0007122527,0.00035878437,0.0010951482,0.00011414094,0.002382372,0.0022799126,0.00068090245,0.7059436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091533344,0.00009252844,0.0005432948,0.0005401032,0.0000438357,0.00036182682,0.00000339768,0.0000039474994,0.000008279386,0.000275245,0.9979154,0.00012064689],"study_design_scores_gemma":[0.00044832734,0.000013635244,0.0005997869,0.00017624948,0.000842815,0.0000027311735,0.00001652213,0.00029905725,0.0000015629688,0.0000903522,0.99670887,0.0008000814],"about_ca_topic_score_codex":0.004358305,"about_ca_topic_score_gemma":0.0010563633,"teacher_disagreement_score":0.65151006,"about_ca_system_score_codex":0.00008089648,"about_ca_system_score_gemma":0.000098631725,"threshold_uncertainty_score":0.9995329},"labels":[],"label_agreement":null},{"id":"W4398392367","doi":"10.7910/dvn/ktwyz6/ed8w0i","title":"pi_lin_controls_slides.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Computer science; Actuarial science; Economics; Computer security; Mathematics; Statistics","score_opus":0.01592958257653551,"score_gpt":0.21738783027819322,"score_spread":0.2014582477016577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398392367","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005433604,0.000003432375,0.000015206787,0.000045901448,0.0012904853,0.00047572376,0.99700075,0.00019789216,0.00091625086],"genre_scores_gemma":[0.00014388195,0.00010718161,0.00012835262,0.0097575,0.0059978995,0.000039912873,0.9833621,0.00006823229,0.0003949895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659747,0.000029667774,0.00080629345,0.0010673298,0.00089010363,0.00060915743],"domain_scores_gemma":[0.9970521,0.000079504425,0.0008121668,0.0017011756,0.00030111402,0.00005398591],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041222337,0.00070433057,0.0009347958,0.00056262175,0.00029853257,0.00089665997,0.0015196136,0.00035046207,0.059148867],"category_scores_gemma":[0.0011168717,0.0007027847,0.0004415526,0.00089662365,0.000101164085,0.0016917263,0.0014451589,0.0006175015,0.6501327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094061514,0.000076424345,0.0006041818,0.00040207908,0.000059686994,0.00025683115,0.0000029861487,0.0000061994283,0.000014720532,0.00039049343,0.99794394,0.00014840554],"study_design_scores_gemma":[0.0007109854,0.000011831377,0.00032025913,0.00014131244,0.0010094547,0.0000015589444,0.000013847817,0.0005765238,0.0000018662638,0.00014689004,0.99630857,0.0007568836],"about_ca_topic_score_codex":0.0024014113,"about_ca_topic_score_gemma":0.0007208669,"teacher_disagreement_score":0.59098387,"about_ca_system_score_codex":0.00008008309,"about_ca_system_score_gemma":0.000096067495,"threshold_uncertainty_score":0.99954236},"labels":[],"label_agreement":null},{"id":"W4398393498","doi":"10.7910/dvn/gn3pbe","title":"PROSPERED Dataset: Family Cash Benefits","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cash; Business; Computer science; Finance","score_opus":0.027225008739206028,"score_gpt":0.23709295931288157,"score_spread":0.20986795057367555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398393498","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055274816,0.000008298983,0.00000112029,0.000012044271,0.0017310774,0.00070000713,0.9965085,0.0002767262,0.0002094991],"genre_scores_gemma":[0.000018322542,0.00034588756,0.000066111366,0.0029374459,0.0030062096,0.00008052648,0.99272394,0.00012277745,0.00069879217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563456,0.00002798113,0.00091031555,0.0013868257,0.0011832839,0.0008570462],"domain_scores_gemma":[0.99594885,0.00007238431,0.00080434064,0.002803289,0.00031650893,0.00005461804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000707187,0.0008415432,0.00092005,0.0010747943,0.0004491367,0.0010266553,0.0018959662,0.000437356,0.012519689],"category_scores_gemma":[0.00064829184,0.00084462937,0.00029165682,0.0015656103,0.00012343776,0.0022767482,0.0025396473,0.0005698479,0.744853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005811727,0.000111851645,0.00069703115,0.00051783887,0.00006604974,0.0003128127,0.0000028170768,0.000017801882,0.000012080605,0.00026446918,0.99777204,0.00016710153],"study_design_scores_gemma":[0.000604606,0.000011086151,0.0039338223,0.00029833743,0.0007643262,0.000002334878,0.000028309878,0.00026593512,0.0000015894916,0.000050868686,0.9930852,0.0009535778],"about_ca_topic_score_codex":0.014689272,"about_ca_topic_score_gemma":0.0052520097,"teacher_disagreement_score":0.7323333,"about_ca_system_score_codex":0.000109864624,"about_ca_system_score_gemma":0.000101319565,"threshold_uncertainty_score":0.99940044},"labels":[],"label_agreement":null},{"id":"W4398467328","doi":"10.7910/dvn/ktwyz6/yingt2","title":"Untitled-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Medicine","score_opus":0.016903884332127365,"score_gpt":0.22063300114202872,"score_spread":0.20372911680990136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398467328","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000117687894,0.0000023809832,0.0000100158995,0.000028806302,0.0011271317,0.00036999732,0.99494207,0.00016696594,0.0032349552],"genre_scores_gemma":[0.00010525403,0.00007674862,0.00017292936,0.0042733834,0.0044617304,0.000024850819,0.98997706,0.00006831152,0.00083974627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996849,0.000025799452,0.00075266894,0.0009878534,0.0008351341,0.00054951914],"domain_scores_gemma":[0.99729115,0.00004334538,0.00075698947,0.0016007035,0.0002561644,0.000051678064],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037859462,0.00065667,0.00078080094,0.00060680695,0.0002712619,0.00072729174,0.0013208397,0.00029002602,0.27110952],"category_scores_gemma":[0.00058104907,0.00066146126,0.00040989966,0.0010274288,0.00010937674,0.0014912246,0.001593439,0.000595838,0.7290245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045848294,0.00008116847,0.001474085,0.00042079156,0.00005044209,0.00018965077,0.0000040142013,0.000002854114,0.000011582387,0.0003917229,0.9972521,0.0000757394],"study_design_scores_gemma":[0.00045147844,0.000008618747,0.0004284455,0.00015108306,0.0008323926,0.0000014878651,0.00002328692,0.00025564912,0.0000062655263,0.00018058413,0.9969238,0.00073688914],"about_ca_topic_score_codex":0.0047103227,"about_ca_topic_score_gemma":0.0006289015,"teacher_disagreement_score":0.457915,"about_ca_system_score_codex":0.00006783068,"about_ca_system_score_gemma":0.000082976905,"threshold_uncertainty_score":0.99958366},"labels":[],"label_agreement":null},{"id":"W4398468175","doi":"10.7910/dvn/ktwyz6/rohivz","title":"values-4.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Computer science; Finance; Economics; Actuarial science; Computer security; Mathematics; Statistics","score_opus":0.01738743365633717,"score_gpt":0.22380222566830085,"score_spread":0.2064147920119637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398468175","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008166952,0.0000024261024,0.000008002421,0.000024466386,0.0013930177,0.00036634796,0.9969748,0.00018601128,0.0009632427],"genre_scores_gemma":[0.000063972395,0.000108587956,0.00013105842,0.006024097,0.0067713046,0.00002363103,0.9863154,0.000062649735,0.00049924594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685967,0.000028693084,0.000663717,0.0010204307,0.00088626496,0.00054125104],"domain_scores_gemma":[0.99741983,0.00004550933,0.00067403563,0.0015727093,0.00024204742,0.000045835062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038756442,0.0006371127,0.0007762929,0.00056475704,0.0002955286,0.0007262114,0.0013931947,0.00029828312,0.05214248],"category_scores_gemma":[0.00078509434,0.0006354534,0.0003793648,0.0009911668,0.00010255316,0.0016684129,0.0015644717,0.0005415136,0.68886214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005655793,0.00007493529,0.0005832461,0.00043802138,0.0000470996,0.0002312405,0.0000047578174,0.0000040068035,0.000008412517,0.00029507914,0.99816364,0.000092991395],"study_design_scores_gemma":[0.00042479602,0.000010042309,0.00050393725,0.0001392268,0.00090536464,0.0000015875569,0.000020024325,0.00031021395,0.0000022828433,0.00014204456,0.9968342,0.0007062793],"about_ca_topic_score_codex":0.0023023416,"about_ca_topic_score_gemma":0.00031063188,"teacher_disagreement_score":0.6367197,"about_ca_system_score_codex":0.000075261276,"about_ca_system_score_gemma":0.00007807161,"threshold_uncertainty_score":0.99960965},"labels":[],"label_agreement":null},{"id":"W4398479822","doi":"10.7910/dvn/ktwyz6/prcvbd","title":"values-checkpoint-2.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Economics; Computer security; Medicine","score_opus":0.018251356161840603,"score_gpt":0.22682286166554488,"score_spread":0.2085715055037043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398479822","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013384628,0.0000030155688,0.000010632574,0.000034461813,0.0014910799,0.00043433186,0.99668694,0.00022006438,0.0009856424],"genre_scores_gemma":[0.000052744013,0.00012323067,0.00020751232,0.005630673,0.0067119272,0.000028991986,0.9865892,0.00007627694,0.00057942804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637306,0.000035044104,0.0008432808,0.0011373,0.0009833106,0.0006280157],"domain_scores_gemma":[0.9969343,0.00005350927,0.0008337097,0.0018348016,0.00028670803,0.000056951452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004998365,0.00074296264,0.0008951813,0.00063499226,0.00032430945,0.0008302774,0.0015443647,0.0003535576,0.05286437],"category_scores_gemma":[0.0009890869,0.00074480585,0.00048284017,0.001070333,0.00012562884,0.0019171743,0.0018296005,0.0006522287,0.67086625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007169137,0.00008934489,0.0005756317,0.0005277669,0.000058325866,0.00026117987,0.0000059400936,0.0000049085334,0.000015096733,0.0001681199,0.99811685,0.000105118044],"study_design_scores_gemma":[0.0005277185,0.000012548179,0.00045974858,0.0001733871,0.0009901733,0.000002304289,0.000025634012,0.00038438838,0.000004930845,0.0002065573,0.99638885,0.0008237344],"about_ca_topic_score_codex":0.0027735592,"about_ca_topic_score_gemma":0.00042780003,"teacher_disagreement_score":0.6180019,"about_ca_system_score_codex":0.00009513334,"about_ca_system_score_gemma":0.0000944164,"threshold_uncertainty_score":0.9995003},"labels":[],"label_agreement":null},{"id":"W4398480730","doi":"10.7910/dvn/ktwyz6/f4iyhn","title":"pi_pooled_controls_slides.tex","year":2020,"lang":"ca","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Statistics; Computer security; Mathematics","score_opus":0.01317213171781051,"score_gpt":0.2131532854878452,"score_spread":0.1999811537700347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398480730","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035646744,0.000023846027,0.00007168239,0.00014759222,0.0030949365,0.0014275161,0.9920574,0.00033852257,0.0024820238],"genre_scores_gemma":[0.0016585717,0.0005908135,0.00026818409,0.01233119,0.008007446,0.00007533109,0.9748121,0.00018848997,0.0020678984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99231935,0.00012277032,0.0018994972,0.0023660015,0.001806495,0.0014858699],"domain_scores_gemma":[0.9936407,0.00017100762,0.0019512911,0.0032856732,0.0007655804,0.0001857186],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00090227195,0.001672644,0.0020905405,0.0010790938,0.00082529435,0.0024654916,0.0029993893,0.00076217944,0.16314203],"category_scores_gemma":[0.0020682456,0.0017825153,0.0010704333,0.0020887863,0.00027269483,0.0038226233,0.0033708285,0.0013803765,0.885253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042242432,0.00026350588,0.0022661898,0.0012800675,0.00027744853,0.00095591706,0.000025249654,0.000017056444,0.00008674471,0.0009838126,0.99275994,0.0006616159],"study_design_scores_gemma":[0.0021102529,0.000052762065,0.000947886,0.00063862046,0.004220108,0.0000053523663,0.00008940595,0.002407801,0.000007484719,0.00024789455,0.98744655,0.001825865],"about_ca_topic_score_codex":0.0027220969,"about_ca_topic_score_gemma":0.000804558,"teacher_disagreement_score":0.722111,"about_ca_system_score_codex":0.00024871345,"about_ca_system_score_gemma":0.00027411923,"threshold_uncertainty_score":0.999602},"labels":[],"label_agreement":null},{"id":"W4398548337","doi":"10.7910/dvn/ktwyz6/8dvnwf","title":"know_all.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Statistics","score_opus":0.01661548949054043,"score_gpt":0.21916797213876604,"score_spread":0.20255248264822562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398548337","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007018432,0.0000025435895,0.000006094585,0.000029665414,0.0011444413,0.00036089594,0.99681515,0.0001798702,0.001391179],"genre_scores_gemma":[0.00005092161,0.00012143612,0.00011824216,0.006503907,0.004439138,0.00002597598,0.9880892,0.00006232557,0.00058884686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698,0.000024492509,0.0006695325,0.0009793033,0.00080457306,0.0005420985],"domain_scores_gemma":[0.9974241,0.000042720007,0.00066544214,0.0015745802,0.00024518927,0.000047916426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003147657,0.00063720753,0.0007597007,0.000566231,0.00026927266,0.00073238293,0.0014234802,0.00031454302,0.077528834],"category_scores_gemma":[0.00063602295,0.0006394387,0.00035998152,0.0009685329,0.000097284064,0.0016286517,0.0016077977,0.0005474254,0.74226916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054639022,0.000080517,0.00053079246,0.0004619065,0.00004788366,0.00023285428,0.000003759996,0.0000029880616,0.000008938007,0.00037231384,0.9980779,0.00012545158],"study_design_scores_gemma":[0.00041643446,0.0000097957745,0.0004490829,0.00013608971,0.0007753849,0.0000015284515,0.000015612273,0.00024794435,0.0000018783013,0.00009015086,0.9971448,0.00071129674],"about_ca_topic_score_codex":0.0022153717,"about_ca_topic_score_gemma":0.000699875,"teacher_disagreement_score":0.6647403,"about_ca_system_score_codex":0.000072476636,"about_ca_system_score_gemma":0.00008260521,"threshold_uncertainty_score":0.9996057},"labels":[],"label_agreement":null},{"id":"W4398548611","doi":"10.7910/dvn/ktwyz6/gudz0y","title":"SFS-13M0006-E-2016_F1.tab","year":2020,"lang":"de","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Economics; Computer security; Mathematics; Statistics","score_opus":0.015499487592878506,"score_gpt":0.21683924624461298,"score_spread":0.20133975865173448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398548611","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065666495,0.000042221927,0.00003877734,0.00010125539,0.004700517,0.0012374285,0.9919395,0.00034995927,0.00093368016],"genre_scores_gemma":[0.0005787002,0.0013355003,0.00034139445,0.008365234,0.01446696,0.00006035222,0.9730449,0.00020896176,0.0015980052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918875,0.0001339421,0.0019345164,0.0025395895,0.001969416,0.0015350037],"domain_scores_gemma":[0.9932946,0.00015973323,0.0019764702,0.0036433425,0.0007261821,0.00019965942],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009804651,0.0017532483,0.0020063107,0.0012386041,0.00091430254,0.0022654377,0.0031489723,0.00082832255,0.25433913],"category_scores_gemma":[0.0017200143,0.001839413,0.0009948766,0.002422253,0.00034624993,0.0035529821,0.004396697,0.0013889185,0.95923424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002928141,0.00034348856,0.006595942,0.0015977533,0.0002812488,0.00086998835,0.00004133989,0.00001091473,0.000043265158,0.00042558392,0.9892532,0.0002444676],"study_design_scores_gemma":[0.0014860962,0.000047449837,0.0019693717,0.00070394966,0.0038819876,0.0000038942167,0.00009443957,0.0012072262,0.000008451592,0.00010407056,0.9885236,0.0019694348],"about_ca_topic_score_codex":0.002210532,"about_ca_topic_score_gemma":0.0006684628,"teacher_disagreement_score":0.70489514,"about_ca_system_score_codex":0.00022490112,"about_ca_system_score_gemma":0.00024325885,"threshold_uncertainty_score":0.9995213},"labels":[],"label_agreement":null},{"id":"W4398620104","doi":"10.7910/dvn/ktwyz6/0wtm3i","title":"rightv2_pooled_controls.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Actuarial science; Economics; Computer science; Computer security; Medicine","score_opus":0.012280671726041113,"score_gpt":0.20878667970254425,"score_spread":0.19650600797650314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398620104","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000052631884,0.0000028581458,0.000011883092,0.000043352084,0.001139553,0.0004580965,0.9967318,0.00019995014,0.001359873],"genre_scores_gemma":[0.00012308969,0.00007469542,0.000082188686,0.008234306,0.005164575,0.000040895604,0.98566663,0.000062390136,0.0005511991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966849,0.00003115873,0.0007541028,0.0010452836,0.0008694866,0.0006150828],"domain_scores_gemma":[0.997161,0.00005444682,0.00077704963,0.0016850167,0.000267881,0.000054605607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033686464,0.0007094958,0.00091630727,0.0006006403,0.00031583803,0.00084612553,0.0015311935,0.00034733076,0.068849094],"category_scores_gemma":[0.0006074563,0.00067709177,0.00043905166,0.00087918283,0.00009866633,0.0017005163,0.0012732393,0.0006155463,0.69813466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009742647,0.00007382471,0.000312276,0.00030931007,0.00007189691,0.00028296767,0.0000027951405,0.000004036179,0.000012334855,0.0007241341,0.9979754,0.00013357744],"study_design_scores_gemma":[0.0007619716,0.000011129645,0.0003284657,0.00012393798,0.0011982708,0.000001580143,0.000009118587,0.00051181106,0.0000020460743,0.00020689465,0.9960802,0.00076454727],"about_ca_topic_score_codex":0.0025225566,"about_ca_topic_score_gemma":0.00074325176,"teacher_disagreement_score":0.6292855,"about_ca_system_score_codex":0.000078534016,"about_ca_system_score_gemma":0.00008436082,"threshold_uncertainty_score":0.99956805},"labels":[],"label_agreement":null},{"id":"W4398625914","doi":"10.7910/dvn/ktwyz6/57rhfw","title":"popweightsCensus2016.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Finance; Business; Economics; Computer science; Computer security","score_opus":0.016090928306922804,"score_gpt":0.21561621326580965,"score_spread":0.19952528495888686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398625914","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010554781,0.0000027210858,0.000004948477,0.00003591169,0.0014743522,0.00039165674,0.99695504,0.00019692119,0.00083287514],"genre_scores_gemma":[0.00006137247,0.00012956961,0.00014284493,0.0057426565,0.0072108605,0.00002410268,0.9861442,0.00006882565,0.0004755955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966833,0.000027717082,0.0007296716,0.001054422,0.0008964004,0.00060846715],"domain_scores_gemma":[0.9971785,0.000044594784,0.0007483146,0.0016948306,0.00027822427,0.000055537534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030473637,0.00070580636,0.0008394045,0.0006159683,0.0003205302,0.0007063522,0.0014324017,0.00035301247,0.054715533],"category_scores_gemma":[0.0005462356,0.00066639524,0.00038697492,0.00095894,0.00011249594,0.0016001671,0.0015155626,0.0005804333,0.7053846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000708649,0.000088867935,0.0005885045,0.00044898424,0.00004807309,0.00029463822,0.0000036483232,0.0000015312677,0.000010361817,0.00048898446,0.99787974,0.00007582028],"study_design_scores_gemma":[0.0004939057,0.000010368462,0.00054605707,0.0001516795,0.0008269838,0.0000021745407,0.000013692099,0.00017087116,0.000002719676,0.00014320061,0.9968509,0.0007874652],"about_ca_topic_score_codex":0.0025826981,"about_ca_topic_score_gemma":0.0005759553,"teacher_disagreement_score":0.6506691,"about_ca_system_score_codex":0.00008063897,"about_ca_system_score_gemma":0.00008034844,"threshold_uncertainty_score":0.9995787},"labels":[],"label_agreement":null},{"id":"W4398629482","doi":"10.7910/dvn/ktwyz6/9at3rd","title":"rrsp_questions.tex","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Computer science; Finance; Actuarial science; Computer security; Medicine","score_opus":0.01692975263013695,"score_gpt":0.22425246306174434,"score_spread":0.20732271043160738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398629482","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005635318,0.0000022217566,0.000012065731,0.000042519263,0.0010414292,0.00034669758,0.997428,0.00020158578,0.00086913566],"genre_scores_gemma":[0.000054572258,0.000112498914,0.00018116868,0.0059311884,0.003928974,0.000032251322,0.9892505,0.00005288125,0.0004559694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972907,0.000027063666,0.0006220295,0.0008749678,0.00072151143,0.0004637354],"domain_scores_gemma":[0.99759185,0.000043936696,0.00060758035,0.0014406767,0.00027152713,0.000044446188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031135796,0.0005644696,0.0006514629,0.0005824055,0.0003068421,0.0006877478,0.0011510571,0.00029414947,0.06279462],"category_scores_gemma":[0.0008473132,0.0005743694,0.00030353718,0.0009854924,0.00010327534,0.0016439004,0.0012278527,0.0005213992,0.694286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039608283,0.000075988675,0.00052632194,0.00035204543,0.000035395602,0.00018126883,0.0000028861007,0.000005054519,0.000006597175,0.0007076234,0.9979707,0.00009648059],"study_design_scores_gemma":[0.00033206068,0.00000867521,0.00058325287,0.0001571921,0.00076781784,0.0000019144272,0.000012803032,0.00028846276,0.0000014492554,0.0001631525,0.9970526,0.0006306214],"about_ca_topic_score_codex":0.002410756,"about_ca_topic_score_gemma":0.00052101386,"teacher_disagreement_score":0.63149136,"about_ca_system_score_codex":0.0000761511,"about_ca_system_score_gemma":0.0000811456,"threshold_uncertainty_score":0.9996708},"labels":[],"label_agreement":null},{"id":"W4398629889","doi":"10.7910/dvn/ktwyz6/yehujp","title":"simtax-checkpoint.py","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Medicine","score_opus":0.017709052019354493,"score_gpt":0.2219913559580809,"score_spread":0.2042823039387264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398629889","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008197587,0.0000025689021,0.000012933485,0.000041270516,0.0009973331,0.00042111106,0.9962868,0.00018735412,0.0019686315],"genre_scores_gemma":[0.000056566005,0.00011730962,0.00016473775,0.007905632,0.0029807496,0.000029382056,0.98777926,0.000044799846,0.00092159095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683774,0.000029233272,0.0007881363,0.0010330657,0.00075866486,0.0005531892],"domain_scores_gemma":[0.9971466,0.000062479594,0.00073557557,0.0017204763,0.00029142323,0.00004345612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038802222,0.00068128004,0.00084007054,0.00070866477,0.00029834907,0.0007227561,0.0014677059,0.00036083284,0.050424162],"category_scores_gemma":[0.0011283424,0.00069069467,0.00042524966,0.0011812387,0.00010487747,0.0015317937,0.001767932,0.00061364745,0.5077894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007332833,0.0000858129,0.00056767627,0.00069583324,0.00005667869,0.00017917318,0.0000029328924,0.0000053214794,0.000011009932,0.0003764846,0.99782574,0.00012000022],"study_design_scores_gemma":[0.0004909975,0.0000087212275,0.00032287408,0.00022649446,0.0009134463,8.978841e-7,0.000020865044,0.0003465216,0.0000054707857,0.00013832371,0.9968208,0.00070456683],"about_ca_topic_score_codex":0.0025754303,"about_ca_topic_score_gemma":0.0004952461,"teacher_disagreement_score":0.45736519,"about_ca_system_score_codex":0.000084603205,"about_ca_system_score_gemma":0.00011234146,"threshold_uncertainty_score":0.9995544},"labels":[],"label_agreement":null},{"id":"W4398631041","doi":"10.7910/dvn/ktwyz6/dptmef","title":"values-checkpoint.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Computer science; Finance; Actuarial science; Computer security; Mathematics; Statistics","score_opus":0.018180182096589774,"score_gpt":0.22686814535195948,"score_spread":0.2086879632553697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398631041","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013080155,0.0000029055605,0.000010192597,0.000033666765,0.0014656403,0.00042363425,0.9966931,0.0002149502,0.0010251069],"genre_scores_gemma":[0.00005681944,0.00012215071,0.00019793594,0.0054459735,0.0066829408,0.000027674843,0.98683435,0.000074287454,0.0005578701],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964536,0.000034121418,0.00082306546,0.0011147574,0.00096336333,0.0006110893],"domain_scores_gemma":[0.9969954,0.000052398063,0.00081421086,0.0018021497,0.0002807642,0.00005509424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048793576,0.0007275367,0.00087854743,0.0006130427,0.00031702223,0.000803109,0.0015016331,0.000346839,0.054279093],"category_scores_gemma":[0.0009762704,0.0007290552,0.00047349362,0.0010631946,0.00012310476,0.0018506438,0.0017891332,0.00064074766,0.67295057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070110225,0.00008601149,0.00055070955,0.0005102909,0.000056945188,0.00025646872,0.000005799835,0.0000048999104,0.000014440071,0.0001679168,0.99817353,0.00010284612],"study_design_scores_gemma":[0.00051405857,0.000012127026,0.00045595612,0.00016747823,0.0009947112,0.0000021943436,0.000024988907,0.00038450077,0.0000047705716,0.00019928471,0.99643326,0.0008066689],"about_ca_topic_score_codex":0.0027400581,"about_ca_topic_score_gemma":0.0003825272,"teacher_disagreement_score":0.6186715,"about_ca_system_score_codex":0.00009309762,"about_ca_system_score_gemma":0.00009195628,"threshold_uncertainty_score":0.99951607},"labels":[],"label_agreement":null},{"id":"W4398650121","doi":"10.7910/dvn/ktwyz6","title":"Replication Data for: Tax-Preferred Savings Vehicles: Can Financial Education Improve Asset Location Decisions?","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security","score_opus":0.0399352028130378,"score_gpt":0.2786857475946493,"score_spread":0.2387505447816115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398650121","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005113649,0.0000064484925,0.0003148315,0.00015337371,0.0019425108,0.0015512037,0.9953562,0.00012510268,0.000038968716],"genre_scores_gemma":[0.0006518676,0.0001352787,0.0011353289,0.004174739,0.0041687875,0.00026596148,0.9890991,0.00007193876,0.00029703797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955506,0.000040291874,0.0010736951,0.0020830375,0.00077165826,0.00048072517],"domain_scores_gemma":[0.990647,0.00016011206,0.0015381768,0.006541271,0.0010480039,0.000065389024],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010326505,0.00060940784,0.0006817855,0.0006147245,0.0005014753,0.00086704316,0.0028156594,0.00043125125,0.0011197217],"category_scores_gemma":[0.012386972,0.0006586122,0.00018168888,0.0012362588,0.00008069924,0.0029145929,0.001971641,0.0004268695,0.021290135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015335102,0.00018523184,0.00022665226,0.00044705858,0.000026556632,0.000004023339,0.000009442719,0.0000040004597,0.000090726724,0.0003405185,0.99233913,0.006173285],"study_design_scores_gemma":[0.0005653789,0.000022957165,0.0014799029,0.00034040975,0.00091775047,0.0000013277069,0.000044728997,0.0023826787,0.000010230943,0.00056092354,0.99298877,0.0006849291],"about_ca_topic_score_codex":0.005551509,"about_ca_topic_score_gemma":0.0031707697,"teacher_disagreement_score":0.020170413,"about_ca_system_score_codex":0.00023907193,"about_ca_system_score_gemma":0.0008956469,"threshold_uncertainty_score":0.9997934},"labels":[],"label_agreement":null},{"id":"W4398681507","doi":"10.7910/dvn/ktwyz6/sx6oiq","title":"finaldata_varnames.xlsx","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Medicine","score_opus":0.018361148634524715,"score_gpt":0.22114915677452446,"score_spread":0.20278800813999975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398681507","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006848541,0.0000028591153,0.000009687955,0.000040969015,0.0011109771,0.00038357056,0.9973761,0.00018718453,0.00082016515],"genre_scores_gemma":[0.000041864696,0.00016569321,0.00017513486,0.007873001,0.004211166,0.000031277592,0.9869449,0.00006895814,0.00048796303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965056,0.00002924558,0.000771524,0.0011459377,0.00092761405,0.0006200498],"domain_scores_gemma":[0.9968155,0.00005371986,0.0008251898,0.001997773,0.00025229584,0.00005550105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003801642,0.0007299737,0.00086584094,0.0006283361,0.00031609889,0.0009084567,0.0018370969,0.00033906478,0.08183098],"category_scores_gemma":[0.00090088026,0.0007345886,0.00038119356,0.0011261611,0.00011463375,0.0022860628,0.00206799,0.0006867761,0.70106834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000717496,0.000089207264,0.00064353517,0.000525964,0.000049992017,0.00032708244,0.0000036242404,0.000003999587,0.000007162721,0.00041076064,0.9977292,0.00013771099],"study_design_scores_gemma":[0.00047420146,0.000012378322,0.0005574242,0.00016601567,0.0009031939,0.000002726296,0.000016749962,0.00029357287,0.0000015895246,0.000104499886,0.99665487,0.0008127599],"about_ca_topic_score_codex":0.0029332172,"about_ca_topic_score_gemma":0.0006043577,"teacher_disagreement_score":0.61923736,"about_ca_system_score_codex":0.00008324163,"about_ca_system_score_gemma":0.000104166924,"threshold_uncertainty_score":0.9995105},"labels":[],"label_agreement":null},{"id":"W4398685226","doi":"10.7910/dvn/ktwyz6/uyas9p","title":"test_simtax_yd-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Test (biology); Business; Computer science; Finance; Computer security; Medicine","score_opus":0.01768024009170339,"score_gpt":0.22091590025026797,"score_spread":0.2032356601585646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398685226","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011742209,0.0000021480068,0.000009968058,0.000037050697,0.0011147384,0.0004334482,0.99582255,0.00021008003,0.0022525748],"genre_scores_gemma":[0.00010196036,0.00006432943,0.00021991719,0.005543543,0.004858562,0.000035495777,0.9884983,0.00007794324,0.0005999648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99636126,0.000028977527,0.000867362,0.0011450293,0.00094933773,0.00064803904],"domain_scores_gemma":[0.99684304,0.000066011344,0.0008936268,0.0018275058,0.0003066903,0.000063130276],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000419232,0.0007795448,0.00089536613,0.00067223917,0.00032266811,0.00080298027,0.0015618047,0.00032620257,0.1248752],"category_scores_gemma":[0.0009505064,0.00078801735,0.00044378723,0.0012293645,0.00013131472,0.0018845904,0.0018236208,0.00069364836,0.60998213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004942106,0.00010371765,0.0018714993,0.00045178883,0.000055154862,0.00022825159,0.0000045247416,0.0000039208503,0.000014408427,0.0003118994,0.9968062,0.000099212484],"study_design_scores_gemma":[0.0005199729,0.000011947598,0.0006024695,0.000172331,0.0009102194,0.0000020178368,0.00002559251,0.00029112154,0.0000060709585,0.00022645612,0.99635714,0.00087463413],"about_ca_topic_score_codex":0.0039286297,"about_ca_topic_score_gemma":0.0003880122,"teacher_disagreement_score":0.48510695,"about_ca_system_score_codex":0.000073790674,"about_ca_system_score_gemma":0.000096402444,"threshold_uncertainty_score":0.99945706},"labels":[],"label_agreement":null},{"id":"W4398687695","doi":"10.7910/dvn/jzyacj/aly0vx","title":"LAD_14_RKD_Polynomial.do","year":2017,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Statistics Canada","funders":"","keywords":"Replication (statistics); Business; Economics; Accounting; Mathematics; Statistics","score_opus":0.017271108780484528,"score_gpt":0.24809218563613267,"score_spread":0.23082107685564815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398687695","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002879826,0.0000056027275,0.0000015005908,0.000012146964,0.0023305446,0.00036682835,0.99274665,0.00011737061,0.004131383],"genre_scores_gemma":[0.00013581973,0.00013165441,0.00006460172,0.0017078777,0.0060042846,0.00003167622,0.9894201,0.00006462265,0.0024393704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696165,0.000023242972,0.00062954775,0.000970295,0.0007633071,0.00065198255],"domain_scores_gemma":[0.9947428,0.000044949375,0.0012499065,0.0036443202,0.0002765574,0.00004144307],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058890507,0.00068878295,0.0008347431,0.0007469519,0.0007206083,0.001946823,0.0023649791,0.00043174747,0.08266273],"category_scores_gemma":[0.0008749147,0.00068384496,0.00039815606,0.00030287445,0.00019590737,0.0024996458,0.0018900562,0.00054086105,0.5935628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005321262,0.00008252418,0.0017727136,0.00029393783,0.00004592184,0.0001784413,0.000002992156,0.0000016713275,0.000004927597,0.000228475,0.9970327,0.00030247943],"study_design_scores_gemma":[0.0004722224,0.000007069463,0.001099701,0.00022977177,0.00079978816,0.0000022937472,0.000009508213,0.000057809102,0.0000017125617,0.00009896955,0.9964402,0.00078096386],"about_ca_topic_score_codex":0.0053724176,"about_ca_topic_score_gemma":0.001380527,"teacher_disagreement_score":0.5109001,"about_ca_system_score_codex":0.00008402152,"about_ca_system_score_gemma":0.000104127575,"threshold_uncertainty_score":0.99956125},"labels":[],"label_agreement":null},{"id":"W4398690606","doi":"10.7910/dvn/ktwyz6/shbokp","title":"MTR-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Economics; Computer security; Mathematics","score_opus":0.017605251116936456,"score_gpt":0.22117733163154,"score_spread":0.20357208051460354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398690606","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013588536,0.000001992529,0.000009443752,0.00003460238,0.0011993767,0.00038892898,0.99578434,0.00017945355,0.0022660042],"genre_scores_gemma":[0.00007713264,0.00007237777,0.00018625472,0.005379942,0.0047462024,0.000029354582,0.9888525,0.000068988644,0.00058725756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966249,0.000023146655,0.00080776034,0.001060927,0.0008882414,0.0005950447],"domain_scores_gemma":[0.99711573,0.000046852238,0.00080315676,0.0017148665,0.00026349272,0.00005588181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000400614,0.000708791,0.0008410906,0.0006244225,0.00029043882,0.0007623643,0.0014569224,0.00030271284,0.13262992],"category_scores_gemma":[0.00064561696,0.0007164612,0.00044406706,0.0010629138,0.000114124676,0.0017954046,0.0017509427,0.00062863453,0.6075958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005247205,0.00008286576,0.0012663736,0.00042894413,0.000056589055,0.00021114218,0.0000044882886,0.0000028017803,0.000012434148,0.00037266346,0.9974087,0.000100564816],"study_design_scores_gemma":[0.00048639812,0.000009375796,0.00050639134,0.00014769567,0.0008803934,0.000001643283,0.000026049613,0.0002411683,0.0000055706314,0.00018283265,0.9967195,0.0007930047],"about_ca_topic_score_codex":0.0040241135,"about_ca_topic_score_gemma":0.0004628772,"teacher_disagreement_score":0.47496587,"about_ca_system_score_codex":0.000068183595,"about_ca_system_score_gemma":0.0000821651,"threshold_uncertainty_score":0.99952865},"labels":[],"label_agreement":null},{"id":"W4398695798","doi":"10.7910/dvn/ktwyz6/44ulbc","title":"preferences-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Asset (computer security); Business; Finance; Computer science; Computer security; Medicine","score_opus":0.023733073665170582,"score_gpt":0.2272680955452668,"score_spread":0.20353502188009623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398695798","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023658258,0.0000017691481,0.000009561682,0.000023658193,0.001025799,0.00043379664,0.9954636,0.00016501648,0.00264019],"genre_scores_gemma":[0.0001985806,0.000081398706,0.00017091738,0.0037112113,0.0036705933,0.0000376598,0.99168813,0.00005318287,0.00038833942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967267,0.000033075645,0.0007734046,0.0010472698,0.0008687051,0.00055087643],"domain_scores_gemma":[0.99728256,0.000053783628,0.0008113845,0.0015367887,0.00026373396,0.000051734074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004023914,0.00067792786,0.0007956772,0.0005633406,0.00026037655,0.0007802021,0.0015253727,0.00029146095,0.116815686],"category_scores_gemma":[0.00066882075,0.0006577581,0.00036651047,0.0009837702,0.000112428905,0.0017879268,0.0016034641,0.0006133705,0.5199544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005932006,0.00007968507,0.0016506069,0.00042868024,0.00005316658,0.000077987825,0.0000048781285,0.00000346138,0.000006355978,0.00023260928,0.99726254,0.00014070995],"study_design_scores_gemma":[0.00046598108,0.0000117508835,0.0007029344,0.00016923163,0.0007963788,0.0000010958106,0.000023546581,0.00026366845,0.0000047222343,0.00036363603,0.99645513,0.0007419463],"about_ca_topic_score_codex":0.00466842,"about_ca_topic_score_gemma":0.00067248626,"teacher_disagreement_score":0.4031387,"about_ca_system_score_codex":0.000056239096,"about_ca_system_score_gemma":0.00009429113,"threshold_uncertainty_score":0.99958736},"labels":[],"label_agreement":null},{"id":"W4398750274","doi":"10.7910/dvn/jzyacj/qagfm8","title":"CTL_2_Education_Graphs.do","year":2017,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; Memorial University of Newfoundland","funders":"","keywords":"Replication (statistics); Business; Labour economics; Economics; Political science; Medicine","score_opus":0.018645611182220304,"score_gpt":0.25999217058206886,"score_spread":0.24134655939984856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398750274","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035610652,0.0000048261936,0.0000019348893,0.000016929349,0.0027548713,0.00034361682,0.99367785,0.00009618713,0.0027476577],"genre_scores_gemma":[0.00020245343,0.00012761497,0.000076577875,0.0017387699,0.0037974743,0.000042589665,0.99222356,0.000045523342,0.0017454241],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973797,0.00001953733,0.00055561186,0.0008477115,0.00070478354,0.00049264554],"domain_scores_gemma":[0.9951517,0.00003756262,0.0011570381,0.003232473,0.00038437042,0.00003687451],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050938776,0.0005430319,0.0006033547,0.00090946996,0.00071073,0.0017062025,0.0019155844,0.000311331,0.099151015],"category_scores_gemma":[0.0008404471,0.0005436536,0.00033453695,0.00041215136,0.00016645959,0.0022840472,0.0010026102,0.0004184269,0.47371808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022256161,0.000108348904,0.0039597023,0.00024870495,0.00003602229,0.000053512656,0.000004680938,8.620935e-7,0.0000021912751,0.0004310283,0.9949276,0.0002051318],"study_design_scores_gemma":[0.000282908,0.0000045930283,0.003212552,0.00018512407,0.000612353,0.0000017584769,0.000023708819,0.000027980583,7.7635764e-7,0.00026793618,0.9947657,0.0006146373],"about_ca_topic_score_codex":0.0034484044,"about_ca_topic_score_gemma":0.00074392086,"teacher_disagreement_score":0.37456706,"about_ca_system_score_codex":0.00006114325,"about_ca_system_score_gemma":0.00011847973,"threshold_uncertainty_score":0.9997015},"labels":[],"label_agreement":null},{"id":"W4398836596","doi":"10.7910/dvn/ticzzh","title":"PROSPERED Dataset: Family Cash Benefits","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cash; Business; Economics; Finance","score_opus":0.02457648801173515,"score_gpt":0.22471028478045688,"score_spread":0.20013379676872173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398836596","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002497263,0.000009949935,0.000002460421,0.000022414846,0.00097474945,0.0006934577,0.99760085,0.0001582792,0.00028810767],"genre_scores_gemma":[0.000058792702,0.00025179257,0.00013831205,0.0084428685,0.0033551191,0.00005196503,0.9874688,0.00008711467,0.0001452498],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586344,0.00002904332,0.00089112885,0.0014092295,0.0010916481,0.0007154994],"domain_scores_gemma":[0.9965039,0.00004509232,0.0008474026,0.002253726,0.0002771327,0.000072780014],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039560685,0.0008570114,0.0009772863,0.00059911405,0.0003812349,0.0010234317,0.0018983826,0.0003876731,0.025078198],"category_scores_gemma":[0.0005830835,0.00086186925,0.0002914869,0.0011302391,0.00011857419,0.0023747855,0.002387031,0.00063340005,0.52865183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009496914,0.00011881464,0.0006380467,0.0005637233,0.00006453561,0.000299062,0.0000044289004,0.000009842561,0.000022053793,0.00030424676,0.9976894,0.0001908338],"study_design_scores_gemma":[0.0006723267,0.000015907877,0.0015433136,0.0002090739,0.0008808295,0.0000027291408,0.000023731878,0.00028851032,0.0000032788646,0.000030818836,0.99536335,0.0009661244],"about_ca_topic_score_codex":0.004266691,"about_ca_topic_score_gemma":0.001329415,"teacher_disagreement_score":0.50357366,"about_ca_system_score_codex":0.000092420996,"about_ca_system_score_gemma":0.00011118627,"threshold_uncertainty_score":0.9993832},"labels":[],"label_agreement":null},{"id":"W4398995207","doi":"10.7910/dvn/vgexfl","title":"Replication Data for \"National Institutions and Self-Insurance\"","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Replication (statistics); Business; Medicine; Virology","score_opus":0.06428316353028651,"score_gpt":0.30055193712093803,"score_spread":0.23626877359065152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398995207","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017905024,0.0000024187382,0.00003859283,0.000037506383,0.0005941802,0.0006338235,0.9981574,0.0001944664,0.00016257024],"genre_scores_gemma":[0.00006426108,0.00019013125,0.00058051274,0.001017738,0.0018580245,0.00011609734,0.99586624,0.000031525935,0.0002754557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976506,0.000011455396,0.00046267587,0.0010869947,0.0005190402,0.00026918206],"domain_scores_gemma":[0.99620956,0.00009825936,0.00045821015,0.002764998,0.0004486757,0.000020268664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094974466,0.0002960996,0.00033409492,0.0005220177,0.00045549046,0.00044700294,0.001148329,0.0001816055,0.0010440679],"category_scores_gemma":[0.0019603423,0.0003087682,0.000079255515,0.00065065507,0.00007728446,0.0023304173,0.0014008789,0.0001668413,0.04852326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021668302,0.00008425282,0.0007114088,0.00044922502,0.000042617925,0.00000492447,0.000001612287,0.0000046950977,0.000003130244,0.0019954976,0.9966057,0.00007526091],"study_design_scores_gemma":[0.0004153936,0.0000044670874,0.0049977214,0.00008486408,0.0003571233,0.0000012965579,0.0000061762935,0.0020278885,3.129501e-7,0.00032488926,0.991442,0.0003378169],"about_ca_topic_score_codex":0.000984734,"about_ca_topic_score_gemma":0.0018376992,"teacher_disagreement_score":0.04747919,"about_ca_system_score_codex":0.000068536,"about_ca_system_score_gemma":0.00015280498,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W4399172541","doi":"10.2139/ssrn.4733331","title":"Does Partisanship Affect Household Real Consumption?","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Affect (linguistics); Consumption (sociology); Economics; Demographic economics; Business; Psychology; Sociology; Communication","score_opus":0.017667190473627525,"score_gpt":0.2498980828502722,"score_spread":0.23223089237664468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399172541","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":[0.9930936,0.0021756575,0.00026504303,0.00077186635,0.0011942283,0.00017117322,0.0000030074868,0.00033121603,0.0019942045],"genre_scores_gemma":[0.9898516,0.0027435739,0.000021257654,0.00029437625,0.0034213162,0.0000105796025,0.000023246428,0.000058163976,0.0035758952],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968887,0.000035224366,0.00041234013,0.00036783813,0.00046866326,0.0018272222],"domain_scores_gemma":[0.9994202,0.00006776479,0.00016858116,0.00022629411,0.00009313239,0.000024018707],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020195702,0.00025941143,0.00026476395,0.0004600925,0.00037790998,0.00092881155,0.00030938216,0.000091519585,0.0005282916],"category_scores_gemma":[0.00007916058,0.00016808545,0.00028611897,0.0006034806,0.00006269222,0.0013965301,0.00008118142,0.0012481045,0.00087434065],"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":[0.000056788056,0.000054092023,0.5452276,0.00013143494,0.00011883485,0.000059489426,0.000038595495,0.00003338544,0.000496972,0.44498172,0.0042063068,0.0045947824],"study_design_scores_gemma":[0.0013050408,0.00015084757,0.1960916,0.00071257504,0.0015925942,0.00019441168,0.00057578663,0.005494142,0.0002058714,0.61928517,0.17275319,0.0016387486],"about_ca_topic_score_codex":0.00041392143,"about_ca_topic_score_gemma":0.002846753,"teacher_disagreement_score":0.349136,"about_ca_system_score_codex":0.0004224022,"about_ca_system_score_gemma":0.00036862484,"threshold_uncertainty_score":0.9999036},"labels":[],"label_agreement":null},{"id":"W4399390164","doi":"10.5539/ijef.v16n7p60","title":"The Home Bias: Evolution, Determinants, and Financial Crises","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Finance; Financial system","score_opus":0.015351545451080629,"score_gpt":0.23018089427548935,"score_spread":0.2148293488244087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399390164","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":[0.9915141,0.005210141,0.000039967046,0.0012066028,0.0017976296,0.000038122307,0.0000069959833,0.0000055471405,0.00018091645],"genre_scores_gemma":[0.99022263,0.007511503,0.000096630734,0.00033473305,0.0016151116,0.0000018596681,0.0000017652698,0.000009822333,0.0002059193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992145,0.0000045769893,0.00043029044,0.00014345994,0.000090639514,0.00011656212],"domain_scores_gemma":[0.99928486,0.00008422816,0.00029961037,0.000069325084,0.00025439504,0.0000076004026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037518065,0.000104107254,0.00015463655,0.00020904954,0.00015186766,0.0007106287,0.00023438958,0.000036233538,0.000011899207],"category_scores_gemma":[0.00015535436,0.00007763127,0.00008709776,0.000093783005,0.000087152985,0.0010234488,0.0001111929,0.000105432904,0.00001549789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019446581,0.00004457992,0.21490887,0.00005100068,0.00006634908,0.0001236562,0.000121703364,0.00040423687,0.00001901999,0.68026924,0.009393455,0.09440344],"study_design_scores_gemma":[0.00030730193,0.000021618462,0.16723248,0.00017597525,0.00005269979,0.000065993234,0.000034047498,0.036007844,0.000012606186,0.062312417,0.7336062,0.00017078065],"about_ca_topic_score_codex":0.00007088722,"about_ca_topic_score_gemma":0.00015740731,"teacher_disagreement_score":0.72421277,"about_ca_system_score_codex":0.00004335532,"about_ca_system_score_gemma":0.00005580265,"threshold_uncertainty_score":0.6852609},"labels":[],"label_agreement":null},{"id":"W4399399422","doi":"10.2139/ssrn.4853823","title":"Individual Survivor Fund Account: The Impact of Bequest Motives on Tontine Participation","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Bequest; Economics; Investment (military); Microeconomics; Plan (archaeology); Actuarial science; Political science; Geography; Law","score_opus":0.029547431479034204,"score_gpt":0.30662576479355796,"score_spread":0.27707833331452375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399399422","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":[0.99398327,0.0024120095,0.00005835576,0.0005580285,0.0006788503,0.00036599542,0.00002770621,0.00005800947,0.0018577985],"genre_scores_gemma":[0.9952671,0.0005919175,0.000007702485,0.000115651375,0.0031417196,0.000022338707,0.00017332114,0.00007029293,0.0006099387],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960748,0.000083016064,0.0008439041,0.00047042847,0.0008808145,0.0016470382],"domain_scores_gemma":[0.997741,0.00009536013,0.0011732087,0.0004825581,0.00048761786,0.000020251658],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037357796,0.0004941691,0.00058795244,0.0006988725,0.000294598,0.0008369238,0.0008282645,0.00021369247,0.00025529726],"category_scores_gemma":[0.0002772393,0.0003200226,0.0007620619,0.0007114852,0.00009564348,0.0004634072,0.00079984753,0.003457742,0.00017686172],"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":[0.000757274,0.0009985925,0.64123,0.0006374591,0.0034151177,0.000028532831,0.0011255132,0.01282216,0.0002970939,0.31216067,0.0050744177,0.021453205],"study_design_scores_gemma":[0.00075321225,0.00030977593,0.468342,0.00085422164,0.0023852747,0.000014560404,0.000509266,0.0068680337,0.000057733872,0.5174996,0.0015131523,0.0008931733],"about_ca_topic_score_codex":0.0039214655,"about_ca_topic_score_gemma":0.00396454,"teacher_disagreement_score":0.20533894,"about_ca_system_score_codex":0.00067971955,"about_ca_system_score_gemma":0.0011510826,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W4399481252","doi":"10.2139/ssrn.4856954","title":"Consumption Dynamics and Welfare Under Non-Gaussian Earnings Risk","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Welfare; Earnings; Economics; Consumption (sociology); Dynamics (music); Econometrics; Gaussian; Demographic economics; Physics; Sociology; Finance","score_opus":0.005009702461801922,"score_gpt":0.21651742213015948,"score_spread":0.21150771966835755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399481252","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":[0.99012923,0.0022189717,0.0043190443,0.0016779667,0.000361558,0.00011262077,0.0000023828984,0.000104944804,0.001073288],"genre_scores_gemma":[0.99495816,0.0022875192,0.000041776584,0.000171107,0.00082011183,0.0000031387451,0.000036231373,0.000041070893,0.0016408872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99792385,0.00002014739,0.00031085405,0.00030281526,0.00029906293,0.0011432968],"domain_scores_gemma":[0.9995134,0.000023057102,0.00021262506,0.00013088943,0.00009987289,0.000020188209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012735649,0.0002086142,0.00020169128,0.00044752174,0.00056535855,0.00072814326,0.00016073383,0.00008818553,0.000311166],"category_scores_gemma":[0.000054206368,0.00018097289,0.00013635583,0.00044700777,0.00005668948,0.0011099365,0.00008759039,0.0013849929,0.00028606065],"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":[0.000031280797,0.000022908078,0.48653996,0.000084879386,0.000102298065,0.000015204996,0.000045810666,0.000067907575,0.000035787336,0.49544954,0.00023299802,0.017371424],"study_design_scores_gemma":[0.0011139035,0.00009811002,0.5573423,0.0003457112,0.0012059923,0.0002103036,0.0018566123,0.16298577,0.000004960102,0.24250981,0.031400308,0.0009262098],"about_ca_topic_score_codex":0.00054440397,"about_ca_topic_score_gemma":0.0028971888,"teacher_disagreement_score":0.25293973,"about_ca_system_score_codex":0.0004624461,"about_ca_system_score_gemma":0.00016937299,"threshold_uncertainty_score":0.73798597},"labels":[],"label_agreement":null},{"id":"W4399527564","doi":"10.3390/jrfm17060241","title":"ChatGPT, Help! I Am in Financial Trouble","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Viewpoints; Advice (programming); Finance; Point (geometry); Strengths and weaknesses; Quality (philosophy); Public relations; Business; Computer science; Psychology; Political science; Social psychology","score_opus":0.006857361950034463,"score_gpt":0.21073175353303572,"score_spread":0.20387439158300125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399527564","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":[0.9876773,0.0039851815,0.0019190434,0.0002840075,0.002065051,0.00031986408,0.000006347597,0.00005669539,0.0036865473],"genre_scores_gemma":[0.99340236,0.0021738606,0.00064993417,0.000599711,0.0026696413,0.000010417737,0.0000071581658,0.000031990727,0.00045491834],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978275,0.000022808455,0.00087402173,0.0003520296,0.00051708193,0.000406603],"domain_scores_gemma":[0.99919134,0.000047480553,0.00038660696,0.00019172039,0.00015249153,0.000030382675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012123308,0.0002857758,0.00050951337,0.001466672,0.00017348723,0.00043775223,0.0002907065,0.00010729916,0.00013394827],"category_scores_gemma":[0.00021785703,0.00024865035,0.00027027534,0.0014535654,0.00006006118,0.0013700092,0.00023311067,0.00042370288,0.00011230649],"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":[0.00055337633,0.0003895705,0.44394803,0.0010745074,0.000035492503,0.0020864215,0.0006406026,0.0002549412,0.000050342944,0.19650498,0.027612528,0.3268492],"study_design_scores_gemma":[0.0009691296,0.000054595756,0.37946567,0.0005433222,0.00028463834,0.000009000807,0.00009990518,0.0012047315,0.000009211933,0.018202085,0.59883654,0.00032119674],"about_ca_topic_score_codex":0.00027279407,"about_ca_topic_score_gemma":0.00030312545,"teacher_disagreement_score":0.571224,"about_ca_system_score_codex":0.00008374018,"about_ca_system_score_gemma":0.000046624988,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W4399572203","doi":"10.62811/th.0206","title":"The Impact of Emotional Intelligence on the Relationship between Financial Literacy and Financial Behavior: The Case of the Lebanese Banking Consumers","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Loan; Finance; Emotional intelligence; Financial services; Financial crisis; Business; Psychology; Economics; Social psychology","score_opus":0.030753604702022094,"score_gpt":0.3059103072811213,"score_spread":0.2751567025790992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399572203","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":[0.9964014,0.00020656118,0.000010935831,0.00023654787,0.0005160571,0.0009938091,0.000051622785,0.00001498808,0.0015680203],"genre_scores_gemma":[0.9975583,0.000020316793,0.000009276858,0.000118491975,0.0003809232,0.000039534145,0.00024637644,0.000033043027,0.0015937276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977076,0.00012440086,0.0009196353,0.0003846326,0.00055461173,0.0003091424],"domain_scores_gemma":[0.9949098,0.0023507637,0.0013779205,0.00076669414,0.000582749,0.00001204383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012042022,0.00041197086,0.00044657444,0.00023363042,0.0012738368,0.00031637895,0.00074141176,0.00023869131,0.00028366904],"category_scores_gemma":[0.0026157245,0.0001804024,0.0005657468,0.0010422703,0.00030607427,0.00045402805,0.00017234094,0.0006567686,0.000031783977],"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":[0.00010796667,0.00005140746,0.91934294,0.00012069942,0.00002885059,0.0000072728935,0.000667268,0.000039139708,0.000012049327,0.07343304,0.0008114212,0.0053779497],"study_design_scores_gemma":[0.00012902876,0.000024956296,0.99190676,0.00037001682,0.00045185804,0.000005338868,0.00037589468,0.00043918515,0.000040220253,0.00568227,0.00034696137,0.00022753021],"about_ca_topic_score_codex":0.0047978074,"about_ca_topic_score_gemma":0.0020214627,"teacher_disagreement_score":0.072563805,"about_ca_system_score_codex":0.00006139168,"about_ca_system_score_gemma":0.0002480952,"threshold_uncertainty_score":0.97974515},"labels":[],"label_agreement":null},{"id":"W4399616218","doi":"10.54097/x8rztp48","title":"Personal Wealth, Risk Tolerance, and Stock Allocation: A Markov Chain Approach","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asset allocation; Equity (law); Economics; Markov chain; Stock market; Order (exchange); Stock (firearms); Financial economics; Business; Actuarial science; Finance; Portfolio; Computer science","score_opus":0.005475772728333906,"score_gpt":0.20106465562790218,"score_spread":0.19558888289956827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399616218","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":[0.99542636,0.0015667824,0.00057150703,0.001040476,0.00030567098,0.00015233304,0.0000014843364,0.00033415205,0.0006012648],"genre_scores_gemma":[0.99722296,0.00020063401,0.00216325,0.000038928687,0.00020940865,0.000030828458,0.0000028764523,0.000012046046,0.00011908066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987706,0.0000030140827,0.00019283513,0.0005055732,0.00021540649,0.0003125953],"domain_scores_gemma":[0.9996928,0.000023862618,0.000044645523,0.0001552579,0.000067776775,0.000015646207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055456994,0.00015162595,0.00017899048,0.0015958581,0.0002024585,0.00025563632,0.00019990755,0.00009261623,0.000007440676],"category_scores_gemma":[0.00010782882,0.00012994235,0.00001911166,0.003056148,0.00026741443,0.00066188344,0.00015260788,0.00020436883,0.000026694046],"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":[0.000012527965,0.00006519318,0.1404725,0.00053817726,0.000010902917,0.000047377314,0.00049914117,0.00062265695,0.0027855695,0.838927,0.0004601901,0.015558817],"study_design_scores_gemma":[0.00020548899,0.000015150275,0.03800691,0.00016278024,0.000026692243,0.000014416058,0.00008917991,0.9109762,0.00009689322,0.0011396523,0.04897191,0.00029477084],"about_ca_topic_score_codex":0.000105710475,"about_ca_topic_score_gemma":0.00002560876,"teacher_disagreement_score":0.9103535,"about_ca_system_score_codex":0.0000383504,"about_ca_system_score_gemma":0.00002922179,"threshold_uncertainty_score":0.52988946},"labels":[],"label_agreement":null},{"id":"W4399908677","doi":"10.2139/ssrn.4873009","title":"Pension Risk and Capital Structure Decisions","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Lethbridge","funders":"","keywords":"Pension; Business; Actuarial science; Capital structure; Capital (architecture); Finance; Risk analysis (engineering); Geography","score_opus":0.007195337824499267,"score_gpt":0.22286254214137252,"score_spread":0.21566720431687325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399908677","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":[0.9845343,0.012780445,0.00021021448,0.00036239083,0.0012829057,0.0002629211,0.000024457544,0.00010299027,0.00043935032],"genre_scores_gemma":[0.9879148,0.00684675,0.00015756731,0.00020635151,0.0037930817,0.0000047668373,0.000117615855,0.00009293712,0.00086612714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959824,0.00004127134,0.0006667739,0.00075015874,0.000703996,0.001855398],"domain_scores_gemma":[0.9983688,0.00006641997,0.000702673,0.00045252574,0.00037248587,0.00003708425],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015401897,0.00054636213,0.00057853386,0.00090366486,0.00058780704,0.0012639975,0.0005194446,0.00036758542,0.00026850836],"category_scores_gemma":[0.0004620948,0.00044945173,0.00041323167,0.00048492252,0.00007577776,0.00045712327,0.0018425862,0.0069073564,0.00025366672],"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":[0.0003492599,0.00018995343,0.30553547,0.0005572282,0.0010339759,0.0002465266,0.00049614714,0.0011699526,0.0006479217,0.58356595,0.009539095,0.09666852],"study_design_scores_gemma":[0.00033715673,0.00002626786,0.0139458915,0.00035859138,0.0011425576,0.000100287194,0.00034752887,0.002882126,0.000005093089,0.9743829,0.005920309,0.00055134075],"about_ca_topic_score_codex":0.0012619905,"about_ca_topic_score_gemma":0.0059825494,"teacher_disagreement_score":0.3908169,"about_ca_system_score_codex":0.00051385903,"about_ca_system_score_gemma":0.00090356584,"threshold_uncertainty_score":0.99979573},"labels":[],"label_agreement":null},{"id":"W4400009535","doi":"10.1016/j.jfineco.2024.103898","title":"Borrow now, pay even later: A quantitative analysis of student debt payment plans","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"University of Oregon","keywords":"Payment; Debt; Business; Actuarial science; Economics; Finance","score_opus":0.016665486253765557,"score_gpt":0.2628229047326862,"score_spread":0.24615741847892064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400009535","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":[0.99686754,0.00041623248,0.00026962688,0.0005048348,0.0010544166,0.00012731018,0.00004740342,0.000017418462,0.00069519324],"genre_scores_gemma":[0.99758387,0.00032667347,0.0005433617,0.00043655204,0.0008401764,0.000003942892,0.000036050562,0.000027610753,0.00020176209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977839,0.000020140213,0.0013738383,0.00027614832,0.00027383314,0.00027214768],"domain_scores_gemma":[0.9981531,0.000113423586,0.0011041154,0.00022064522,0.0003801699,0.00002857403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094386924,0.00024608095,0.00089214725,0.0015685357,0.000091830356,0.0002702898,0.00039587507,0.00009891103,0.00025813858],"category_scores_gemma":[0.00011718819,0.00019296944,0.0008080699,0.0012221893,0.000056448975,0.0011633643,0.00012645283,0.00024517335,0.0000895165],"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":[0.0003443122,0.000359765,0.9171987,0.00022977767,0.0014453362,0.00013931362,0.0009186564,0.011953361,0.00029127795,0.056735713,0.0061267316,0.00425704],"study_design_scores_gemma":[0.00061219546,0.00014485787,0.8739247,0.00025304925,0.0044690864,0.0000039070974,0.0001739092,0.037930217,0.000105503175,0.0031014353,0.07885721,0.0004239549],"about_ca_topic_score_codex":0.00014653838,"about_ca_topic_score_gemma":0.0016034761,"teacher_disagreement_score":0.07273048,"about_ca_system_score_codex":0.00017505435,"about_ca_system_score_gemma":0.00018246558,"threshold_uncertainty_score":0.78690654},"labels":[],"label_agreement":null},{"id":"W4400033731","doi":"10.2139/ssrn.4871427","title":"Long-term Trends in the Distribution of Wealth and Inheritance","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Inheritance (genetic algorithm); Term (time); Distribution (mathematics); Economics; Econometrics; Mathematics; Genetics; Biology; Physics","score_opus":0.008880128425710919,"score_gpt":0.24837556594699264,"score_spread":0.23949543752128172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400033731","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":[0.9907664,0.0075542782,0.00027480206,0.00089254417,0.00011038481,0.000050928807,0.0000015590047,0.000014844739,0.00033427513],"genre_scores_gemma":[0.9976185,0.0015584264,0.0000031956693,0.00010274387,0.00045761748,0.0000024725753,0.000037892176,0.000009566193,0.00020961447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998657,0.000021744041,0.00027911062,0.0001457585,0.00023277182,0.0006636031],"domain_scores_gemma":[0.9996961,0.000022012035,0.00012290463,0.00010003383,0.00005366296,0.000005316537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014946833,0.000103888655,0.00014244848,0.00023854373,0.00010693691,0.00019172298,0.00016977858,0.00003491533,0.000036290985],"category_scores_gemma":[0.00003086726,0.00007255554,0.00007831664,0.0009421284,0.000037315072,0.0005960131,0.00003302709,0.0005945115,0.0000101225405],"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":[0.000035443936,0.000050462007,0.6521295,0.00008378437,0.000023508439,0.000016585755,0.00009986727,0.0000062815793,0.000063291904,0.28495067,0.00033297556,0.062207635],"study_design_scores_gemma":[0.00032832968,0.000045441877,0.94564915,0.0001745341,0.00011467591,0.000038495236,0.00024321183,0.001282871,0.000005224611,0.047981475,0.003983419,0.00015320035],"about_ca_topic_score_codex":0.00018443457,"about_ca_topic_score_gemma":0.002573074,"teacher_disagreement_score":0.29351962,"about_ca_system_score_codex":0.00016688339,"about_ca_system_score_gemma":0.0001165407,"threshold_uncertainty_score":0.2958729},"labels":[],"label_agreement":null},{"id":"W4400234587","doi":"10.24926/jsepa.v2i1.5218","title":"How Government-Backed Registered Retirement Savings Plans Impact Canadians’ Tax-Free Savings Account:","year":2024,"lang":"en","type":"article","venue":"Journal of Social Equity and Public Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Equity (law); Government (linguistics); Social security; Savings account; Financial inclusion; Pension; Financial literacy; Economics; Business; Public economics; Demographic economics; Finance; Actuarial science; Financial services; Political science","score_opus":0.034556125126504154,"score_gpt":0.28616821368762463,"score_spread":0.2516120885611205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400234587","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":[0.9426282,0.00031224298,0.00020777139,0.05100467,0.0008053302,0.00025338234,0.00014613246,0.00005633926,0.0045859376],"genre_scores_gemma":[0.9947462,0.00003782291,0.00008017994,0.00092188054,0.002926605,0.0000043392274,0.00006827069,0.00002695412,0.0011877544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973515,0.000029790996,0.0006675265,0.00028394206,0.0012535498,0.000413646],"domain_scores_gemma":[0.9983851,0.000052326093,0.0009009877,0.00019245797,0.0003896135,0.00007952873],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013043561,0.00026880126,0.0003944557,0.00026659312,0.00046677695,0.0042845085,0.00044091002,0.00017277214,0.00034031752],"category_scores_gemma":[0.0006163686,0.00023900825,0.0003026281,0.00060339505,0.0001036901,0.004247118,0.00025127636,0.00034240037,0.000009943793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010680938,0.00058438536,0.21093702,0.00241982,0.00071197946,0.0008759409,0.0027934848,0.0000029181167,0.005341196,0.30769697,0.42069066,0.046877548],"study_design_scores_gemma":[0.002162255,0.00055077183,0.25119245,0.00060769176,0.000981138,0.00010536079,0.0045449375,0.0021043625,0.00007579502,0.017091837,0.7194232,0.0011602214],"about_ca_topic_score_codex":0.0011757286,"about_ca_topic_score_gemma":0.009572802,"teacher_disagreement_score":0.29873255,"about_ca_system_score_codex":0.00052266556,"about_ca_system_score_gemma":0.00042199288,"threshold_uncertainty_score":0.99674916},"labels":[],"label_agreement":null},{"id":"W4400275118","doi":"10.2139/ssrn.4882440","title":"Long-Term Trends in the Distribution of Wealth and Inheritance","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Inheritance (genetic algorithm); Term (time); Economics; Econometrics; Genetics; Biology; Physics","score_opus":0.008880128425710919,"score_gpt":0.24837556594699264,"score_spread":0.23949543752128172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400275118","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":[0.9907664,0.0075542782,0.00027480206,0.00089254417,0.00011038481,0.000050928807,0.0000015590047,0.000014844739,0.00033427513],"genre_scores_gemma":[0.9976185,0.0015584264,0.0000031956693,0.00010274387,0.00045761748,0.0000024725753,0.000037892176,0.000009566193,0.00020961447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998657,0.000021744041,0.00027911062,0.0001457585,0.00023277182,0.0006636031],"domain_scores_gemma":[0.9996961,0.000022012035,0.00012290463,0.00010003383,0.00005366296,0.000005316537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014946833,0.000103888655,0.00014244848,0.00023854373,0.00010693691,0.00019172298,0.00016977858,0.00003491533,0.000036290985],"category_scores_gemma":[0.00003086726,0.00007255554,0.00007831664,0.0009421284,0.000037315072,0.0005960131,0.00003302709,0.0005945115,0.0000101225405],"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":[0.000035443936,0.000050462007,0.6521295,0.00008378437,0.000023508439,0.000016585755,0.00009986727,0.0000062815793,0.000063291904,0.28495067,0.00033297556,0.062207635],"study_design_scores_gemma":[0.00032832968,0.000045441877,0.94564915,0.0001745341,0.00011467591,0.000038495236,0.00024321183,0.001282871,0.000005224611,0.047981475,0.003983419,0.00015320035],"about_ca_topic_score_codex":0.00018443457,"about_ca_topic_score_gemma":0.002573074,"teacher_disagreement_score":0.29351962,"about_ca_system_score_codex":0.00016688339,"about_ca_system_score_gemma":0.0001165407,"threshold_uncertainty_score":0.2958729},"labels":[],"label_agreement":null},{"id":"W4400292637","doi":"10.33386/593dp.2024.4.2366","title":"Educación Empoderadora para las Finanzas de la Mujer Mexicana. Un análisis Crítico de Revisión.","year":2024,"lang":"es","type":"article","venue":"593 Digital Publisher CEIT","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sault College","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.009076015699977028,"score_gpt":0.25216414720218605,"score_spread":0.24308813150220904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400292637","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":[0.7840149,0.0109897265,0.00014941423,0.00900789,0.0017234731,0.00069457304,0.00014045888,0.0008108982,0.19246869],"genre_scores_gemma":[0.9763254,0.0002144405,0.00031010696,0.003183626,0.003242547,0.00005771456,0.0005366094,0.00020798056,0.01592156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948198,0.000107397485,0.0011158681,0.001401183,0.0010323654,0.00152337],"domain_scores_gemma":[0.99747735,0.0004219006,0.00037399656,0.0010073818,0.00053265545,0.00018669447],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0012045396,0.00092649745,0.0009011722,0.0012050859,0.00043189834,0.035121504,0.001123428,0.00052186335,0.0043054326],"category_scores_gemma":[0.0017203646,0.0009092307,0.00085405045,0.0036107185,0.000340917,0.014522076,0.0007392885,0.0008103465,0.0021894313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007291653,0.0005534403,0.4266922,0.002021557,0.00032966395,0.00059152313,0.0002859842,0.000028129542,0.00006702722,0.034138683,0.5040475,0.031171402],"study_design_scores_gemma":[0.00042929282,0.000028964378,0.15552616,0.0010333614,0.0007702434,0.00002093927,0.00017576439,0.0025850595,0.00003690837,0.010903352,0.8274237,0.0010662827],"about_ca_topic_score_codex":0.0014021279,"about_ca_topic_score_gemma":0.000032622323,"teacher_disagreement_score":0.32337618,"about_ca_system_score_codex":0.0003576164,"about_ca_system_score_gemma":0.0004666248,"threshold_uncertainty_score":0.9993358},"labels":[],"label_agreement":null},{"id":"W4400354949","doi":"10.34883/pi.2024.15.1.004","title":"Approbation of a Financial Transaction Ability Test Procedure in Persons with Severe Mental Disorders","year":2024,"lang":"ru","type":"article","venue":"Психиатрия психотерапия и клиническая психология","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Database transaction; Psychology; Finance; Business; Computer science; Database","score_opus":0.00592086038662922,"score_gpt":0.20515910974083418,"score_spread":0.19923824935420495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400354949","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":[0.98322356,0.0029262456,0.00031830234,0.0019329411,0.001564291,0.0033694278,0.0003792614,0.00046179685,0.005824181],"genre_scores_gemma":[0.9949819,0.00030538815,0.00034454933,0.0003371677,0.0010857232,0.00025076044,0.00062211836,0.00023603077,0.0018363569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924752,0.00013029766,0.0019988657,0.0022463314,0.001713794,0.0014354965],"domain_scores_gemma":[0.9972829,0.00031620558,0.0008205532,0.0009725144,0.0004948179,0.000112985275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013970346,0.001384654,0.0015059223,0.0018805453,0.00052312814,0.0007956362,0.0006850214,0.0007254643,0.001619574],"category_scores_gemma":[0.0005074233,0.0013237548,0.000772591,0.0058003343,0.0005772739,0.0039118836,0.00021732645,0.0012551362,0.00033993463],"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":[0.0017199852,0.0035182138,0.9341803,0.015050717,0.00021182098,0.00015743864,0.0069647506,0.0015897219,0.0028631338,0.0037122427,0.007265647,0.022766028],"study_design_scores_gemma":[0.007181714,0.00095908844,0.7978796,0.010668084,0.002711993,0.00007403898,0.0043242453,0.1110078,0.000659529,0.003156202,0.056779046,0.0045986543],"about_ca_topic_score_codex":0.0038554315,"about_ca_topic_score_gemma":0.014364189,"teacher_disagreement_score":0.1363007,"about_ca_system_score_codex":0.0006828048,"about_ca_system_score_gemma":0.0007788792,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W4400453894","doi":"10.19088/clarissa.2024.008","title":"CLARISSA Cash Plus Social Protection Intervention: An Evaluation","year":2024,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"University of Bath; Department for International Development; Government of the United Kingdom","keywords":"Cash; Social protection; Business; Intervention (counseling); Finance; Economics; Medicine; Nursing; Economic growth","score_opus":0.10471661214477455,"score_gpt":0.34670241980363603,"score_spread":0.24198580765886146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400453894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21935797,0.0016179724,0.0010832557,0.001585934,0.017191524,0.0061934525,0.00004016692,0.0020876871,0.75084203],"genre_scores_gemma":[0.93495685,0.000028697514,0.00009086857,0.00031518648,0.018617567,0.00050353695,0.0036713642,0.00017867601,0.041637253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531734,0.00006279515,0.0009579912,0.0008924352,0.0024289214,0.00034054296],"domain_scores_gemma":[0.99612415,0.0000062382646,0.00080667797,0.00039740486,0.0026507087,0.000014830065],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037566698,0.00047595755,0.000591249,0.0010408612,0.00036368286,0.0012687917,0.00029331032,0.000581892,0.0096437605],"category_scores_gemma":[0.00034255724,0.00044952022,0.00064912933,0.0011574709,0.000047239668,0.0016454869,0.0003039769,0.0006276696,0.0020706875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002450987,0.00072568376,0.0096882,0.010435318,0.0006216288,0.00019169858,0.00036318623,0.0001470739,0.00027233007,0.015250555,0.5733165,0.38874274],"study_design_scores_gemma":[0.0008634714,0.00005368548,0.021826413,0.0009376762,0.0047675585,0.0000137293155,0.00025501256,0.05300986,0.000029027873,0.011342804,0.9055051,0.0013956251],"about_ca_topic_score_codex":0.015922736,"about_ca_topic_score_gemma":0.0052957707,"teacher_disagreement_score":0.7155989,"about_ca_system_score_codex":0.0009749191,"about_ca_system_score_gemma":0.00042837975,"threshold_uncertainty_score":0.9997957},"labels":[],"label_agreement":null},{"id":"W4400923616","doi":"10.1111/1911-3838.12366","title":"The Relationship Between Financial Education in Young Adults and Financial Literacy: A Review of the Literature in Canada and the United States<sup>*</sup>","year":2024,"lang":"en","type":"review","venue":"Accounting Perspectives","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Financial literacy; Accounting management; Finance; Work (physics); Business; Accounting; Political science; Public relations; Accounting information system","score_opus":0.011211204396131123,"score_gpt":0.26891359340486326,"score_spread":0.25770238900873216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400923616","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1157728,0.8818875,1.9157629e-7,0.0006390461,0.00023090455,0.0013099544,0.00003685609,0.000014387103,0.000108384076],"genre_scores_gemma":[0.07690741,0.92111826,0.000011248313,0.00050198956,0.00085978943,0.00014746992,0.00025112272,0.00004770749,0.0001550291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702495,0.00026344415,0.001207352,0.0006345863,0.0004938031,0.00037584867],"domain_scores_gemma":[0.99665505,0.0012522181,0.0009778929,0.0005402289,0.0005606561,0.0000139821705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017988671,0.0005227777,0.001173164,0.0006316998,0.0004408775,0.0006618389,0.0005820862,0.00017771358,0.0000067767855],"category_scores_gemma":[0.006474347,0.00027787688,0.00027075195,0.0047288747,0.0002443029,0.00073207845,0.00043860506,0.0011443158,0.000004106077],"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":[0.00006577894,0.00004986357,0.80077803,0.07659612,0.00004706519,0.000008624606,0.007932577,0.0000058539663,7.843187e-9,0.015730627,0.0039556324,0.094829805],"study_design_scores_gemma":[0.00053982914,0.000005208262,0.39436352,0.27479035,0.0014043772,0.0000076542165,0.0017152906,0.00030568804,1.2302315e-8,0.0030861632,0.3231909,0.00059099024],"about_ca_topic_score_codex":0.45450184,"about_ca_topic_score_gemma":0.40333918,"teacher_disagreement_score":0.4064145,"about_ca_system_score_codex":0.00041568614,"about_ca_system_score_gemma":0.0017035272,"threshold_uncertainty_score":0.99996734},"labels":[],"label_agreement":null},{"id":"W4400948230","doi":"10.32468/rmf.eng2-trim.2023","title":"Financial Markets Report - Second Quarter 2023","year":2024,"lang":"en","type":"report","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk appetite; Debt; Interest rate; Economics; Monetary economics; Inflation (cosmology); Monetary policy; Quarter (Canadian coin); Bond market; Financial market; Business cycle; Finance; Macroeconomics; Risk management","score_opus":0.01876127582455634,"score_gpt":0.25629855074739166,"score_spread":0.23753727492283533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400948230","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031923506,0.0011015317,0.000017300592,0.00043888722,0.009861592,0.0005958988,0.000050130267,0.0004950003,0.95551616],"genre_scores_gemma":[0.05613149,0.00011757698,0.00018707776,0.0022649148,0.01990934,0.00009968789,0.0036260318,0.000276727,0.9173871],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409497,0.000015944997,0.0016747753,0.0014880013,0.001980386,0.0007459048],"domain_scores_gemma":[0.9963604,0.000052153133,0.0010495081,0.0011605707,0.0013504815,0.000026894806],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021423304,0.0008615204,0.0011800561,0.0013549211,0.00018723597,0.001123187,0.00054438086,0.0006973521,0.061722748],"category_scores_gemma":[0.000977675,0.00076418364,0.00097089773,0.0014705677,0.00007964851,0.0010470989,0.00063293136,0.0008013213,0.013947847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000204174,0.000049101458,0.01656569,0.0014823119,0.00006394817,0.0035048132,0.000006240488,3.9420107e-7,0.000015427231,0.0019461428,0.97548187,0.0008636624],"study_design_scores_gemma":[0.00014120019,0.0000068943395,0.029258266,0.0004725008,0.0007454952,0.00008719962,0.000012386398,0.00014237521,0.0000070799206,0.0034755121,0.96472037,0.00093069347],"about_ca_topic_score_codex":0.0022214842,"about_ca_topic_score_gemma":0.0039234795,"teacher_disagreement_score":0.0477749,"about_ca_system_score_codex":0.0002630017,"about_ca_system_score_gemma":0.00081512955,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W4401215592","doi":"10.3390/jrfm17080330","title":"Math Calculation and Financial Literacy: The Incidence of Geometric Progressions in the Calculation of Financial Interest","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Financial literacy; Probit model; Mathematics education; Population; Simple (philosophy); Finance; Actuarial science; Mathematics; Econometrics; Psychology; Economics; Social psychology; Demography; Epistemology; Sociology","score_opus":0.011719718803827248,"score_gpt":0.2523879065664266,"score_spread":0.24066818776259938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401215592","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":[0.9938874,0.002675581,0.002276391,0.00020914747,0.00040663357,0.00042850652,0.0000074377663,0.000008362516,0.00010053351],"genre_scores_gemma":[0.99798614,0.00083251117,0.00035644873,0.00017307937,0.00059133273,0.000015368041,0.00000687627,0.000011934251,0.00002633104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979709,0.000065461245,0.0009829731,0.0002305712,0.0005262987,0.00022381294],"domain_scores_gemma":[0.99852085,0.00019273408,0.00079419947,0.00020224693,0.00027448894,0.000015471871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020231681,0.00020168515,0.00038727385,0.0011680219,0.00019211105,0.00021547689,0.00030251595,0.00008801259,0.000008887051],"category_scores_gemma":[0.0008186996,0.00012247362,0.00017708214,0.0023228773,0.00014080315,0.00091940723,0.00022937429,0.0003342784,0.0000026861078],"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":[0.00028994962,0.00022847926,0.5607789,0.0008829532,0.000016158328,0.00012871738,0.0020749178,0.00024879922,0.000033683467,0.07941708,0.0016442848,0.35425603],"study_design_scores_gemma":[0.0004206979,0.00006046732,0.9648388,0.00073977956,0.00029888764,0.000008031054,0.000089131085,0.003605164,0.000009910691,0.004978934,0.024815742,0.000134466],"about_ca_topic_score_codex":0.00027815474,"about_ca_topic_score_gemma":0.00023399305,"teacher_disagreement_score":0.40405986,"about_ca_system_score_codex":0.000036246107,"about_ca_system_score_gemma":0.000048833823,"threshold_uncertainty_score":0.4994329},"labels":[],"label_agreement":null},{"id":"W4401218804","doi":"10.2139/ssrn.4908560","title":"The Impact of Incarceration on Employment, Earnings, and Tax Filing","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Earnings; Business; Labour economics; Economics; Accounting","score_opus":0.007704863360963451,"score_gpt":0.25391262825326993,"score_spread":0.24620776489230647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401218804","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":[0.99617267,0.002244647,0.00013878565,0.00027301378,0.00009161645,0.00008585914,8.8784327e-7,0.000027991418,0.0009645189],"genre_scores_gemma":[0.99669313,0.0010725629,0.0000055164783,0.000042794272,0.00072264316,0.000002217365,0.000009027428,0.00001958087,0.0014325047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985919,0.00002044377,0.00027392854,0.00015357282,0.00025282498,0.00070734456],"domain_scores_gemma":[0.9995506,0.00006566212,0.00018455098,0.00010348448,0.00008683198,0.000008887831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014748558,0.00013054676,0.00013380144,0.00023341346,0.00039497236,0.0004709946,0.00013136482,0.000035093693,0.000046382236],"category_scores_gemma":[0.00012582877,0.000081513375,0.0001571067,0.00038684276,0.000035647397,0.000555755,0.000048472448,0.0006693325,0.000029723185],"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":[0.00029895306,0.00008901311,0.44206038,0.00007569555,0.00043760557,0.0000128423035,0.000269008,0.001235784,0.0031999242,0.44558,0.004676814,0.10206397],"study_design_scores_gemma":[0.0016134474,0.00094050134,0.42111403,0.00081514835,0.00072729104,0.00011385538,0.0012371772,0.15177926,0.00026276874,0.37112942,0.049257416,0.0010096779],"about_ca_topic_score_codex":0.000746975,"about_ca_topic_score_gemma":0.00054606784,"teacher_disagreement_score":0.15054348,"about_ca_system_score_codex":0.00024867666,"about_ca_system_score_gemma":0.00023496714,"threshold_uncertainty_score":0.45418116},"labels":[],"label_agreement":null},{"id":"W4401366800","doi":"10.2139/ssrn.4915969","title":"The Impact of Unconditional Cash Transfers on Consumption and Household Balance Sheets: Experimental Evidence from Two US States","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Consumption (sociology); Balance (ability); Economics; Cash; Cash transfers; Balance sheet; Demographic economics; Macroeconomics; Psychology; Finance; Sociology","score_opus":0.017283403837791846,"score_gpt":0.2781850864943856,"score_spread":0.26090168265659375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401366800","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":[0.9887043,0.010606106,0.00009322732,0.00019768823,0.00016855545,0.000115042596,0.000028520219,0.00003314058,0.000053402953],"genre_scores_gemma":[0.99566436,0.0035897354,0.000008595922,0.000071168644,0.0005351337,0.000005067903,0.00004701861,0.000022055958,0.000056873676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983323,0.000028768533,0.00032149503,0.00023545224,0.000372687,0.0007092895],"domain_scores_gemma":[0.9994742,0.00017982084,0.00013467745,0.00012277873,0.00007202317,0.000016460412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078078866,0.00018481382,0.00018583878,0.00016377195,0.0003029089,0.00042167425,0.00015644336,0.00003462926,0.00014188651],"category_scores_gemma":[0.000041614003,0.00012454066,0.00018753733,0.00023120089,0.000106090476,0.0010382499,0.000029805085,0.0005474522,0.000029821884],"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":[0.00088019425,0.00013903742,0.91427106,0.00006444835,0.00060051307,0.00003806502,0.0003295296,0.003232074,0.013864523,0.058291484,0.0023837716,0.005905326],"study_design_scores_gemma":[0.0036910744,0.001098372,0.7330892,0.0024638937,0.00088218995,0.00018212886,0.0016313839,0.05595463,0.0024945098,0.1950423,0.0021402948,0.001330002],"about_ca_topic_score_codex":0.002090414,"about_ca_topic_score_gemma":0.00075373723,"teacher_disagreement_score":0.1811818,"about_ca_system_score_codex":0.0004463565,"about_ca_system_score_gemma":0.00027774516,"threshold_uncertainty_score":0.5078621},"labels":[],"label_agreement":null},{"id":"W4401414522","doi":"10.32721/ctj.2024.72.2.mawani","title":"The Impact of Mandatory RRIF Withdrawals on Seniors' Income Security","year":2024,"lang":"en","type":"article","venue":"Canadian Tax Journal/Revue fiscale canadienne","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.006520016673592883,"score_gpt":0.2125385315933434,"score_spread":0.2060185149197505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401414522","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":[0.98688656,0.0010163672,0.0000057591574,0.0038179227,0.0014389458,0.0002752697,0.00018134045,0.00004463779,0.0063331993],"genre_scores_gemma":[0.9923885,0.0000680204,0.000014952347,0.00037817366,0.0023276345,0.000011393376,0.000050992378,0.000071537965,0.0046888287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997443,0.000052365096,0.0007133885,0.0004122902,0.0002755239,0.001103384],"domain_scores_gemma":[0.9980579,0.00014628955,0.00039165883,0.00058187125,0.00043873457,0.0003835332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013344456,0.00038367213,0.00047166727,0.0012828016,0.00085734855,0.0008582287,0.0007044915,0.00016527934,0.0011854082],"category_scores_gemma":[0.00046022958,0.00028413272,0.00052759965,0.0014744175,0.00016628376,0.0008402295,0.000068219524,0.0007649071,0.00024096068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012894273,0.000069495516,0.45893332,0.00056826835,0.00048372033,0.0033159542,0.0013031387,0.0008077021,0.00018647552,0.021679867,0.50386125,0.008661839],"study_design_scores_gemma":[0.00067620806,0.0001766137,0.23201087,0.00147574,0.00041006986,0.0003268557,0.00040610365,0.011433268,0.000040944113,0.016018387,0.73590726,0.0011177016],"about_ca_topic_score_codex":0.3665215,"about_ca_topic_score_gemma":0.8705073,"teacher_disagreement_score":0.5039858,"about_ca_system_score_codex":0.0012356248,"about_ca_system_score_gemma":0.00065612065,"threshold_uncertainty_score":0.9999611},"labels":[],"label_agreement":null},{"id":"W4401666986","doi":"10.54097/07qx5v29","title":"A Comprehensive Research on China Rural Area Finance","year":2024,"lang":"en","type":"article","venue":"Highlights in Business Economics and Management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Prosperity; Position (finance); Rural area; China; Poverty; Rural economics; Economic growth; Business; Sustainable development; Balance (ability); Rural poverty; Finance; Development economics; Economics; Rural development; Political science; Geography","score_opus":0.03628040183995021,"score_gpt":0.26899505884934066,"score_spread":0.23271465700939045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401666986","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":[0.9572226,0.00089607533,0.00002009412,0.008150868,0.0011741039,0.00070517435,0.0000070173955,0.0001189339,0.03170516],"genre_scores_gemma":[0.97092056,0.02499386,0.00017178552,0.00074341526,0.00067787105,0.000125015,0.000097989396,0.000055436463,0.0022140935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981244,0.000016701375,0.0004513948,0.0006854418,0.00021866603,0.0005033679],"domain_scores_gemma":[0.99929243,0.00005780897,0.00009033817,0.00041216466,0.00013136683,0.000015858604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044345213,0.0003083776,0.000363064,0.0015116786,0.00027642038,0.0008840666,0.00030970824,0.00008015418,0.000117131094],"category_scores_gemma":[0.0000093480585,0.00027502366,0.00006959384,0.0013322699,0.00012289832,0.00089736277,0.00049233774,0.0001612966,0.00043850104],"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":[0.000065858614,0.00008762174,0.00091113645,0.0005855601,0.000022521108,0.00013034164,0.000046907062,0.0017008373,0.0000066674893,0.98620844,0.0076702274,0.0025638721],"study_design_scores_gemma":[0.00037844927,0.000010290668,0.16822498,0.0004194674,0.000032859723,0.000001258023,0.00006245206,0.019957567,0.000005036416,0.006092792,0.8045086,0.00030623836],"about_ca_topic_score_codex":0.0008118108,"about_ca_topic_score_gemma":0.00031706635,"teacher_disagreement_score":0.98011565,"about_ca_system_score_codex":0.00013495464,"about_ca_system_score_gemma":0.000017443655,"threshold_uncertainty_score":0.9999702},"labels":[],"label_agreement":null},{"id":"W4401805663","doi":"10.3390/jrfm17090379","title":"Consumers’ Financial Knowledge in Central European Countries in the Light of Consumer Research","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Business; Debt; Finance; Financial market; Point (geometry); Consumer protection; Marketing; Actuarial science; Economics; Commerce","score_opus":0.018877991958472676,"score_gpt":0.26786573107923817,"score_spread":0.2489877391207655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401805663","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":[0.97720414,0.010491224,0.00011703516,0.0003666924,0.0008490849,0.00038954456,0.000007813544,0.000012614726,0.010561844],"genre_scores_gemma":[0.9954224,0.0035436254,0.00008016837,0.00017175738,0.0006430435,0.000005599468,0.0000035881096,0.00001913695,0.00011065004],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975175,0.00020472422,0.00094230915,0.00026746804,0.00061502,0.00045298194],"domain_scores_gemma":[0.9989959,0.00019127151,0.0003033051,0.00020172667,0.00028819966,0.000019604306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005139804,0.00020336283,0.000417687,0.0016202623,0.00017125465,0.00028919178,0.0004380411,0.00006636649,0.000055750053],"category_scores_gemma":[0.0003865795,0.00014792448,0.00016000256,0.0018899477,0.00020121643,0.0006344768,0.0002405676,0.0006111048,0.000059760885],"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":[0.000414434,0.0004133456,0.7413319,0.0010918733,0.00002409423,0.0013961334,0.0041859257,0.000027593573,0.000025915742,0.17438015,0.024181522,0.05252714],"study_design_scores_gemma":[0.00059268315,0.00003036399,0.48783916,0.0005857701,0.00010409723,0.0000037546743,0.0004779593,0.00012592702,0.0000056231693,0.0027012427,0.50740874,0.00012467359],"about_ca_topic_score_codex":0.00033980468,"about_ca_topic_score_gemma":0.0010493424,"teacher_disagreement_score":0.48322722,"about_ca_system_score_codex":0.00007092668,"about_ca_system_score_gemma":0.00008704797,"threshold_uncertainty_score":0.6032185},"labels":[],"label_agreement":null},{"id":"W4401869654","doi":"10.33423/jabe.v26i4.7180","title":"Unemployment, Financial Literacy, and Retirement: Evidence From National Data Before and During COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Pandemic; Unemployment; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Demographic economics; Business; Economic growth; Finance; Medicine; Virology; Internal medicine","score_opus":0.0459562973890479,"score_gpt":0.2776815642513202,"score_spread":0.2317252668622723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401869654","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":[0.9966197,0.0018125586,0.00008447426,0.0008868768,0.00029071298,0.00012576192,0.000044417153,0.000024806286,0.000110675515],"genre_scores_gemma":[0.99394,0.0026264666,0.00048612247,0.00091235904,0.001892537,0.000003770418,0.00008633221,0.000024428502,0.000027963748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985314,0.0000052102587,0.00064441276,0.00044258623,0.00018507897,0.00019131722],"domain_scores_gemma":[0.9990495,0.000108520166,0.00044066447,0.00019219035,0.00015726214,0.00005189663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074970524,0.0002190139,0.0003732799,0.00037403137,0.00025336505,0.0009923769,0.0002550217,0.000085729676,0.00007869436],"category_scores_gemma":[0.00022650024,0.00019679038,0.000040882114,0.0002909289,0.000098087694,0.002778878,0.0005242021,0.00017698499,0.000007740356],"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":[0.0005857658,0.000053416214,0.96446884,0.0012755638,0.00010446939,0.00005344671,0.00049339246,0.00038947788,0.000563703,0.018733405,0.0017026381,0.011575882],"study_design_scores_gemma":[0.0018282763,0.000023181497,0.80957425,0.0009649596,0.0005756959,0.000067184956,0.000116343865,0.03716022,0.000016454818,0.06580944,0.08319568,0.0006683381],"about_ca_topic_score_codex":0.00027816667,"about_ca_topic_score_gemma":0.00032482855,"teacher_disagreement_score":0.15489462,"about_ca_system_score_codex":0.00010396101,"about_ca_system_score_gemma":0.00015801747,"threshold_uncertainty_score":0.9569514},"labels":[],"label_agreement":null},{"id":"W4401946011","doi":"10.1016/j.jbankfin.2024.107291","title":"The quality of financial advice: What influences recommendations to clients?","year":2024,"lang":"en","type":"article","venue":"Journal of Banking & Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Advice (programming); Quality (philosophy); Business; Finance; Computer science","score_opus":0.023507393115182722,"score_gpt":0.3136201000369153,"score_spread":0.2901127069217326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401946011","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":[0.9897334,0.0029579217,0.00018805591,0.0038123622,0.0025064566,0.00012863358,0.0000032028292,0.000027848542,0.00064213277],"genre_scores_gemma":[0.99556875,0.00086523575,0.0008405372,0.0012033982,0.001191245,0.000005391172,0.00000401097,0.000015953736,0.00030549598],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997738,0.000037741876,0.0011841101,0.00020204061,0.00058354397,0.00025453838],"domain_scores_gemma":[0.9977807,0.00027967308,0.0009785654,0.00024751152,0.0007016403,0.000011948934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285614,0.00016027172,0.00034908263,0.00035643973,0.00034476546,0.000771189,0.0005199164,0.00005619061,0.00011703033],"category_scores_gemma":[0.0008590474,0.000115837785,0.00027580198,0.0014176631,0.00006936913,0.0029420168,0.00014673907,0.00026618323,0.000073331175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005059215,0.0002931815,0.31871048,0.00071134896,0.00010338321,0.00006326096,0.0015431608,0.001647289,0.0017587089,0.22947246,0.08580744,0.35938337],"study_design_scores_gemma":[0.00021802084,0.000042772528,0.3356614,0.0018242307,0.00009956858,0.0000030894216,0.00015196881,0.00069999776,0.00010511023,0.010102222,0.650882,0.0002096162],"about_ca_topic_score_codex":0.00013336763,"about_ca_topic_score_gemma":0.00019000398,"teacher_disagreement_score":0.56507456,"about_ca_system_score_codex":0.000059082733,"about_ca_system_score_gemma":0.00011031317,"threshold_uncertainty_score":0.7436593},"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":"W4402046939","doi":"10.1891/jfcp-2023-0137","title":"Self-Efficacy in the Use of Consumer Credit: Factors Contributing to Its Improvement Among Undergraduate, Master’s, and Doctoral Students","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université Laval","funders":"","keywords":"Self-efficacy; Psychology; Medical education; Marketing; Mathematics education; Business; Social psychology; Medicine","score_opus":0.04397984965206723,"score_gpt":0.2780927674501685,"score_spread":0.23411291779810126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402046939","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":[0.99721515,0.0017253157,0.00012242058,0.000115162,0.000558184,0.00022696742,0.000007968343,0.00001775642,0.000011097208],"genre_scores_gemma":[0.99874365,0.00015688069,0.00013941868,0.00033370886,0.00058507564,0.0000018988908,0.0000073474826,0.000015060178,0.000016929587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980691,0.000034538014,0.00077218655,0.00021355147,0.0005823307,0.0003282695],"domain_scores_gemma":[0.9987029,0.00039157318,0.0004340559,0.00009248593,0.0003508094,0.000028195422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016578006,0.00021012715,0.00040883463,0.00050783245,0.0002052722,0.0007559195,0.00019892378,0.00007495552,0.000004048511],"category_scores_gemma":[0.00070531334,0.00015071928,0.000094870404,0.00058252015,0.000033269396,0.0009830468,0.00009534416,0.00033106602,0.0000019824054],"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":[0.000100147794,0.00010288936,0.99309784,0.00026000457,0.000039947372,0.00014289221,0.0027321351,0.00038645806,0.00026435422,0.00025657268,0.0011667873,0.0014499829],"study_design_scores_gemma":[0.0009729234,0.00013344563,0.95888203,0.0021358384,0.00036219726,0.000009505604,0.0006573005,0.005567149,0.000053133303,0.00014080491,0.03076102,0.0003246359],"about_ca_topic_score_codex":0.00022257821,"about_ca_topic_score_gemma":0.000064694,"teacher_disagreement_score":0.03421578,"about_ca_system_score_codex":0.000033456632,"about_ca_system_score_gemma":0.00004982241,"threshold_uncertainty_score":0.72893494},"labels":[],"label_agreement":null},{"id":"W4402113070","doi":"10.5539/ijef.v16n9p31","title":"Behavioral Finance: An Application of Prospect Theory to Brazilian Investors","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Behavioral economics; Prospect theory; Economics; Financial economics; Finance; Neoclassical economics","score_opus":0.011949121809186086,"score_gpt":0.25882615048879193,"score_spread":0.24687702867960584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402113070","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":[0.9978818,0.00032184253,0.00039745017,0.00039779374,0.0006234647,0.00008244059,0.000010534344,0.0000059167805,0.00027873382],"genre_scores_gemma":[0.9973123,0.0002775878,0.0011648156,0.00032591278,0.00076513446,0.0000046543432,0.000011161818,0.000013273007,0.0001251295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918836,0.000004512755,0.0004515029,0.0001714463,0.00009614619,0.00008802227],"domain_scores_gemma":[0.99924624,0.00001711046,0.00034991853,0.00010375946,0.0002736649,0.0000093161425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039304528,0.000098137374,0.000180611,0.00034375262,0.00003516412,0.00018181092,0.00028470007,0.00003617952,0.000023305984],"category_scores_gemma":[0.000026097063,0.00009411431,0.00008840388,0.00014764704,0.000044510645,0.0011182135,0.00006932819,0.00008497285,0.000018756858],"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":[0.00015185958,0.000119743796,0.05256951,0.000028073195,0.000029777566,0.000016255926,0.00021401173,0.0026485904,0.00035044306,0.87312317,0.0005141755,0.07023442],"study_design_scores_gemma":[0.0007605849,0.00021350005,0.17179118,0.0003885962,0.00015888519,0.000034267778,0.00011030361,0.09356004,0.00071739685,0.2071158,0.52462775,0.00052170287],"about_ca_topic_score_codex":0.000094470386,"about_ca_topic_score_gemma":0.0000996577,"teacher_disagreement_score":0.66600734,"about_ca_system_score_codex":0.00005125777,"about_ca_system_score_gemma":0.00003912626,"threshold_uncertainty_score":0.383787},"labels":[],"label_agreement":null},{"id":"W4402279223","doi":"10.1111/joca.12598","title":"Job loss during <scp>COVID</scp>‐19 on early retirement withdrawals: A moderated‐mediation analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mastercard Foundation; Centene Corporation; Annie E. Casey Foundation","keywords":"Job loss; Coronavirus disease 2019 (COVID-19); Mediation; Business; Perception; Pandemic; Finance; Psychology; Economics; Economic growth; Political science; Medicine; Unemployment","score_opus":0.012647348258660197,"score_gpt":0.24306858468455314,"score_spread":0.23042123642589293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402279223","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":[0.9937001,0.0014696242,0.000443763,0.00031350102,0.0007135826,0.0002040649,0.0000069866464,0.00011654491,0.0030318217],"genre_scores_gemma":[0.9972795,0.00018091727,0.00017715902,0.00026599297,0.0011108641,0.000009225216,0.000022934619,0.000052622214,0.00090074184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965708,0.00006167695,0.001157899,0.00045529494,0.0012936667,0.00046065915],"domain_scores_gemma":[0.99775064,0.00021265329,0.0008670159,0.0003575864,0.0007229843,0.000089125904],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011142038,0.00038228318,0.0006984817,0.002541115,0.0002964518,0.0010709945,0.00037888187,0.00013405779,0.00032241017],"category_scores_gemma":[0.00068391126,0.00032548347,0.0006954594,0.0030975242,0.000087941946,0.0019427711,0.00010862041,0.00046625067,0.00037780358],"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":[0.00013608029,0.00015222012,0.9794195,0.000423238,0.0014736664,0.0005744251,0.0008418733,0.00427885,0.0009856318,0.0021771505,0.0090469355,0.00049038936],"study_design_scores_gemma":[0.003566294,0.00023423496,0.8282239,0.001354523,0.012834622,0.000054318894,0.0020682355,0.06966184,0.0006284463,0.0036871915,0.07666074,0.0010256609],"about_ca_topic_score_codex":0.00021041221,"about_ca_topic_score_gemma":0.00017307073,"teacher_disagreement_score":0.15119565,"about_ca_system_score_codex":0.0002725481,"about_ca_system_score_gemma":0.00015877625,"threshold_uncertainty_score":0.99996597},"labels":[],"label_agreement":null},{"id":"W4402302374","doi":"10.1371/journal.pone.0309260","title":"An exploratory clustering analysis of the 2016 National Financial Well-Being Survey","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exploratory analysis; Finance; Population; Financial analysis; Cluster analysis; Cluster (spacecraft); Actuarial science; Economics; Computer science; Data science; Demography; Sociology; Artificial intelligence","score_opus":0.03662983487044618,"score_gpt":0.23617090839297808,"score_spread":0.1995410735225319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402302374","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":[0.99686426,0.00012058196,0.00011620201,0.00011093602,0.00018127974,0.00014012179,0.000018316554,0.00008781677,0.002360486],"genre_scores_gemma":[0.9980844,0.00001339567,0.00011756996,0.0004945177,0.0006740919,0.000014534578,0.0001679608,0.000024959856,0.00040855334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998161,0.00005172733,0.00041374276,0.00034377538,0.0008237968,0.0002059268],"domain_scores_gemma":[0.9988891,0.00009268796,0.00017380083,0.00032101016,0.00051171327,0.00001168512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011136138,0.00016185269,0.00035325738,0.00076452177,0.00018488374,0.0002409179,0.00035334958,0.00006413581,0.0005822545],"category_scores_gemma":[0.0003838831,0.0001301773,0.00021599831,0.0032827465,0.000052236544,0.0011437413,0.00019793678,0.000132386,0.00016814526],"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":[0.000039212453,0.00049131096,0.98511624,0.00031865237,0.00062336423,0.000004689346,0.00024696323,0.0008592886,0.005595926,0.004842483,0.0016708464,0.00019104201],"study_design_scores_gemma":[0.00012312677,0.000007713685,0.77666515,0.00033892272,0.0021515326,4.3584496e-8,0.000024740977,0.2179974,0.0006075854,0.00087884854,0.0009524989,0.00025241286],"about_ca_topic_score_codex":0.00054359424,"about_ca_topic_score_gemma":0.0029325127,"teacher_disagreement_score":0.21713811,"about_ca_system_score_codex":0.000055665772,"about_ca_system_score_gemma":0.0000803461,"threshold_uncertainty_score":0.6375278},"labels":[],"label_agreement":null},{"id":"W4402356013","doi":"10.2139/ssrn.4914401","title":"Numeracy is only a fraction of the story: A mixed methods study exploring the role of numeracy and other skills among low-income participants in Canada and the UK","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Numeracy; Fraction (chemistry); Psychology; Developmental psychology; Literacy; Pedagogy","score_opus":0.010820098815292178,"score_gpt":0.2626308527668375,"score_spread":0.25181075395154534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402356013","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":[0.9947354,0.0036492033,0.00003017824,0.0003964496,0.00047147935,0.00066202006,0.0000037979712,0.000007174911,0.00004427775],"genre_scores_gemma":[0.9989436,0.00037443038,0.000023702485,0.00016888225,0.00030907613,0.000058670885,0.0000010169099,0.000042394684,0.000078198835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680865,0.0004911715,0.00080294674,0.0003787996,0.00060778734,0.0009106754],"domain_scores_gemma":[0.9978374,0.00032917448,0.0011478296,0.00048399298,0.00018458167,0.000016998541],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006049044,0.00032930874,0.0006796852,0.0002642741,0.00031486465,0.0002243385,0.00054814795,0.0000657035,0.000037344726],"category_scores_gemma":[0.00038236612,0.00017941585,0.000193894,0.00059975503,0.00013390105,0.00032451248,0.00090876094,0.0026765966,0.000001335554],"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":[0.00011356206,0.00007716819,0.9785566,0.000097083794,0.00033639785,0.0000020375785,0.0020183276,0.00013430318,0.000030578125,0.0028581752,0.000018887979,0.015756886],"study_design_scores_gemma":[0.0011308689,0.000024734467,0.8395423,0.0007352184,0.0012893296,0.000006745303,0.019304365,0.0056920284,0.00008011657,0.1314528,0.00041313612,0.00032832127],"about_ca_topic_score_codex":0.7049571,"about_ca_topic_score_gemma":0.8510312,"teacher_disagreement_score":0.14607407,"about_ca_system_score_codex":0.000636687,"about_ca_system_score_gemma":0.0018312744,"threshold_uncertainty_score":0.99962425},"labels":[],"label_agreement":null},{"id":"W4402370621","doi":"10.3390/jrfm17090404","title":"Digital Financial Capability Scale","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Scale (ratio); Digitization; Confirmatory factor analysis; Finance; Financial services; Financial modeling; Construct (python library); Exploratory factor analysis; Computer science; Structural equation modeling; Knowledge management; Business; Machine learning; Geography","score_opus":0.005041205826616328,"score_gpt":0.19772959870303167,"score_spread":0.19268839287641534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402370621","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":[0.9845482,0.0018509185,0.0036497924,0.00017188556,0.0018622421,0.0002578717,0.000021050208,0.00007808968,0.007559946],"genre_scores_gemma":[0.9953089,0.00051445374,0.0005253652,0.000355043,0.0027210484,0.0000054119323,0.000010277138,0.000027127002,0.0005324234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795586,0.000014617536,0.0007806079,0.00035915532,0.00055003964,0.000339738],"domain_scores_gemma":[0.99908054,0.00005620772,0.00036338673,0.00022148475,0.0002406096,0.000037790895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008806908,0.0002755014,0.0004441956,0.00071678084,0.00024893074,0.0008535743,0.00028100738,0.00009532956,0.0001306543],"category_scores_gemma":[0.00032143778,0.00022991058,0.0003512097,0.00096286327,0.00011189231,0.0019898405,0.00026897114,0.00034715643,0.00015271897],"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":[0.00026401362,0.00025101413,0.42909363,0.0007291204,0.00002817585,0.00046985663,0.00024733692,0.00005414235,0.00001783885,0.039790057,0.020686729,0.5083681],"study_design_scores_gemma":[0.00046432533,0.000043816828,0.34493858,0.0002558116,0.00036743976,0.000010304574,0.00007554552,0.00054006116,0.00000656553,0.018559521,0.63445157,0.00028647427],"about_ca_topic_score_codex":0.000077771285,"about_ca_topic_score_gemma":0.00007842034,"teacher_disagreement_score":0.6137648,"about_ca_system_score_codex":0.00006669599,"about_ca_system_score_gemma":0.000045950917,"threshold_uncertainty_score":0.93754816},"labels":[],"label_agreement":null},{"id":"W4402402286","doi":"10.2139/ssrn.4952566","title":"The Impact of Mandatory RRIF Withdrawals on Seniors’ Income Security","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Business","score_opus":0.004602529548547231,"score_gpt":0.2469287926728169,"score_spread":0.24232626312426966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402286","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":[0.99401027,0.0027462472,0.00004201819,0.0002791362,0.00033518227,0.00012940717,0.0000026217508,0.000056449247,0.002398646],"genre_scores_gemma":[0.99704903,0.0007386561,0.0000030750923,0.00007482821,0.001323715,0.0000033341262,0.00000818419,0.00003448512,0.0007646607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997469,0.000038770126,0.0004567611,0.00023304543,0.00049300306,0.0013093997],"domain_scores_gemma":[0.9991406,0.000090575595,0.0002848093,0.00027127194,0.00019464854,0.000018096982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563143,0.00023105452,0.00026535417,0.00037165463,0.00042974026,0.0004725269,0.00040249559,0.00006752348,0.0001652313],"category_scores_gemma":[0.00012049874,0.00013892601,0.00044250308,0.0007699532,0.000077130666,0.00077170704,0.00009177661,0.0012482734,0.00021564543],"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":[0.00038710047,0.00016963473,0.3210719,0.00012500321,0.000627923,0.00004909167,0.00021248093,0.0002233843,0.0005298517,0.6611342,0.0048349956,0.010634482],"study_design_scores_gemma":[0.0011408236,0.00048481222,0.10742498,0.00058199296,0.0005445434,0.00013004224,0.00072264817,0.010484605,0.00012626947,0.84088695,0.036651723,0.00082060107],"about_ca_topic_score_codex":0.00066942745,"about_ca_topic_score_gemma":0.00089987565,"teacher_disagreement_score":0.2136469,"about_ca_system_score_codex":0.00056479697,"about_ca_system_score_gemma":0.0006938838,"threshold_uncertainty_score":0.56652385},"labels":[],"label_agreement":null},{"id":"W4402559265","doi":"10.3386/w32939","title":"The Effect of Inflation Uncertainty on Household Expectations and Spending","year":2024,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Monetary economics; Econometrics; Keynesian economics; Macroeconomics; Physics","score_opus":0.19239000467832593,"score_gpt":0.4494602693961841,"score_spread":0.2570702647178582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402559265","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":[0.71187407,0.0010532222,6.080669e-7,0.00031547152,0.0007185091,0.0008534589,0.000048363036,0.000031251147,0.28510508],"genre_scores_gemma":[0.99626344,0.00016505129,0.00000846168,0.0000056591875,0.001118603,0.00006033768,0.00037211517,0.000035198667,0.0019711135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972577,0.00006156992,0.00067210296,0.0003837093,0.0013984131,0.00022652173],"domain_scores_gemma":[0.99661636,0.0018243315,0.00048675097,0.00024085196,0.000820539,0.000011179978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004917421,0.00019218703,0.00038475086,0.0013757787,0.00025509307,0.00026795847,0.00028594004,0.00015702684,0.00008566386],"category_scores_gemma":[0.0021349045,0.00014395357,0.00018236338,0.0004613601,0.00020379102,0.0003147059,0.0002186552,0.0004107948,0.00012052244],"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":[0.00033606467,0.00004180186,0.09152916,0.001868564,0.00030060764,0.0000071580703,0.00007264751,0.004632612,0.00031578494,0.8414727,0.05566533,0.0037575695],"study_design_scores_gemma":[0.0034998674,0.0008144403,0.1239596,0.005377007,0.0012742169,0.000012852658,0.0006534874,0.058356658,0.0029500467,0.6739027,0.1270873,0.0021118463],"about_ca_topic_score_codex":0.0018455448,"about_ca_topic_score_gemma":0.00036039233,"teacher_disagreement_score":0.2843894,"about_ca_system_score_codex":0.0005368188,"about_ca_system_score_gemma":0.00030714268,"threshold_uncertainty_score":0.58702564},"labels":[],"label_agreement":null},{"id":"W4402608059","doi":"10.2139/ssrn.4957393","title":"The Effect of Inflation Uncertainty on Household Expectations and Spending","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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; Government of Canada","funders":"","keywords":"Economics; Inflation (cosmology); Monetary economics; Econometrics; Physics","score_opus":0.007185727510462587,"score_gpt":0.23019406774718545,"score_spread":0.22300834023672286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402608059","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":[0.9966041,0.0019605258,0.0001499018,0.0001937353,0.00022173168,0.000115490526,5.5638145e-7,0.000037668287,0.00071631355],"genre_scores_gemma":[0.99881655,0.00028733708,0.0000043391874,0.000018219596,0.0006021284,0.000004341851,0.0000062890076,0.0000171867,0.00024360282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987619,0.00002746793,0.00024740378,0.0001398755,0.00025525125,0.0005680979],"domain_scores_gemma":[0.9995013,0.00020231064,0.00014731864,0.00010018782,0.000042041418,0.0000068830395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013513209,0.00011819038,0.00013041824,0.0002614298,0.00039775413,0.00034816228,0.00011864646,0.000031201536,0.000014953446],"category_scores_gemma":[0.00015817916,0.000075045384,0.00010224833,0.0004394834,0.00003753069,0.00050204387,0.000033783548,0.0004986935,0.00002732172],"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":[0.00020744052,0.000016632102,0.18703796,0.00009712104,0.00014080899,0.0000069607763,0.0001480412,0.001095206,0.000756492,0.7759641,0.00033364637,0.034195617],"study_design_scores_gemma":[0.0048957956,0.001872662,0.24482793,0.001968158,0.0027439762,0.00016576657,0.0058880183,0.13027635,0.001736146,0.56746197,0.036263775,0.0018994699],"about_ca_topic_score_codex":0.00010140032,"about_ca_topic_score_gemma":0.00044371389,"teacher_disagreement_score":0.20850213,"about_ca_system_score_codex":0.00017546891,"about_ca_system_score_gemma":0.000075227086,"threshold_uncertainty_score":0.3357337},"labels":[],"label_agreement":null},{"id":"W4402629061","doi":"10.61190/fsr.v32i3.3326","title":"Impact of the Financial Advisor on Clients’ Financial Outcomes: An Integrative Model","year":2024,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Financial modeling; Business; Economics; Actuarial science; Finance","score_opus":0.0157302736038621,"score_gpt":0.297446305284445,"score_spread":0.2817160316805829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402629061","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":[0.975835,0.015697382,0.00014824852,0.00061767,0.0016902142,0.0019901705,0.00018344457,0.00025538888,0.0035824308],"genre_scores_gemma":[0.9821762,0.0030183832,0.00018375448,0.011831917,0.0016080522,0.00016160638,0.00027548347,0.00010227343,0.0006423266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964533,0.00007291187,0.0011775184,0.00084080314,0.0008496818,0.0006057817],"domain_scores_gemma":[0.9978176,0.00006646108,0.000647946,0.0009460798,0.00047780803,0.00004411461],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068474247,0.00070627825,0.0012136501,0.000353318,0.00035990876,0.00023066961,0.001247439,0.00022239506,0.0005460825],"category_scores_gemma":[0.00063426455,0.0004253952,0.0014206987,0.0026130504,0.00010363395,0.0017006932,0.00040788975,0.00052609615,0.0005156251],"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":[0.00068254565,0.002477819,0.53685176,0.041049648,0.00018900126,0.00010220425,0.0017303077,0.002936339,0.00027900658,0.23852898,0.056487676,0.11868471],"study_design_scores_gemma":[0.00070463726,0.00024344806,0.80319476,0.023235336,0.0010563363,0.0000021835572,0.000015804864,0.046759587,0.000020235211,0.010457609,0.113060504,0.001249555],"about_ca_topic_score_codex":0.0013510342,"about_ca_topic_score_gemma":0.0019079248,"teacher_disagreement_score":0.266343,"about_ca_system_score_codex":0.000172536,"about_ca_system_score_gemma":0.00042523828,"threshold_uncertainty_score":0.9998198},"labels":[],"label_agreement":null},{"id":"W4402760907","doi":"10.3390/jrfm17090423","title":"Character Counts: Psychometric-Based Credit Scoring for Underbanked Consumers","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Character (mathematics); Psychology; Clinical psychology; Mathematics","score_opus":0.01432439483777147,"score_gpt":0.2343047000076127,"score_spread":0.2199803051698412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402760907","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":[0.783085,0.016087044,0.15114897,0.0015117015,0.023930699,0.0022509329,0.00017244741,0.00035899057,0.021454236],"genre_scores_gemma":[0.99373984,0.0007571738,0.0016109383,0.0008971696,0.0023892086,0.00001277102,0.000021762899,0.000033780667,0.00053737767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886686,0.000007057138,0.00042235808,0.00019917052,0.00030010674,0.0002044695],"domain_scores_gemma":[0.9993359,0.00006886949,0.0002781331,0.00011387424,0.0001807654,0.000022454686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006245263,0.00015730521,0.0002590638,0.0009904106,0.0001422616,0.00031466805,0.00014556648,0.000052688567,0.00019026137],"category_scores_gemma":[0.00017917,0.00013361998,0.0001995873,0.00078503584,0.000036526228,0.0005155492,0.00004480531,0.00014902001,0.00006221543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000627126,0.0002723231,0.19155273,0.002462524,0.00015494954,0.00019966127,0.00011063827,0.00007767496,0.000045245622,0.12077962,0.15367198,0.5300455],"study_design_scores_gemma":[0.00066758844,0.000030634925,0.06774465,0.00028252098,0.00044828097,0.0000013984223,0.000024342557,0.0017203428,0.0000049893288,0.0036556043,0.9252419,0.00017776636],"about_ca_topic_score_codex":0.000023584802,"about_ca_topic_score_gemma":0.000008264162,"teacher_disagreement_score":0.7715699,"about_ca_system_score_codex":0.00004936827,"about_ca_system_score_gemma":0.000031481442,"threshold_uncertainty_score":0.54488647},"labels":[],"label_agreement":null},{"id":"W4402761319","doi":"10.3390/jrfm17090420","title":"The Effect of Student Loan Debt on Emergency Savings and the Moderating Role of Financial Knowledge: Evidence from the U.S. Survey of Household Economics and Decisionmaking","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Endowment for Financial Education","keywords":"Debt; Loan; Student loan; Business; Finance; Economics; Accounting","score_opus":0.013718991649122006,"score_gpt":0.2466875167459076,"score_spread":0.23296852509678562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402761319","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":[0.977601,0.021215547,0.0002561965,0.00007194592,0.00043269285,0.00032727918,0.000012420924,0.0000044441135,0.00007850057],"genre_scores_gemma":[0.98181635,0.017713988,0.000063972235,0.000031178137,0.00033874979,0.0000060561983,0.0000013552041,0.00001580475,0.000012519116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806315,0.00016097493,0.0010213047,0.00024124858,0.00033675838,0.0001765537],"domain_scores_gemma":[0.9967194,0.0017857985,0.0010298259,0.0002503656,0.0001996884,0.000014884947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004627535,0.00021816214,0.0005448826,0.0001895235,0.00039563546,0.00021164704,0.00037903778,0.000055010834,0.000005266877],"category_scores_gemma":[0.0010435303,0.000112264795,0.00018326829,0.0004140189,0.00019630497,0.00040924162,0.00044519923,0.0002410411,8.257936e-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":[0.0011569327,0.00004857458,0.7606575,0.00021967189,0.00007605105,0.000005193797,0.0013564714,0.00049811683,0.000033012253,0.009567061,0.00046677986,0.22591464],"study_design_scores_gemma":[0.0007917007,0.00012617,0.9842095,0.0009153376,0.00058585237,8.6323666e-7,0.00015794749,0.006355482,0.000056541092,0.004584867,0.0020901605,0.00012558082],"about_ca_topic_score_codex":0.0013743653,"about_ca_topic_score_gemma":0.0015601345,"teacher_disagreement_score":0.22578907,"about_ca_system_score_codex":0.000021833563,"about_ca_system_score_gemma":0.00002803651,"threshold_uncertainty_score":0.45780256},"labels":[],"label_agreement":null},{"id":"W4402909829","doi":"10.1016/j.dr.2024.101163","title":"Children’s saving: A review and proposed ecological framework","year":2024,"lang":"en","type":"review","venue":"Developmental Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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; University of Ottawa; Brock University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Ecology","score_opus":0.03447900641425476,"score_gpt":0.3068192906482876,"score_spread":0.27234028423403284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402909829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000044159115,0.9931659,0.0000013406797,0.00045861653,0.00032194797,0.0042047882,0.00001849137,0.00023208388,0.0015923986],"genre_scores_gemma":[0.0000017811391,0.9821458,0.0011557037,0.013799666,0.0006654441,0.00031200977,0.000947094,0.0001343869,0.00083810353],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953995,0.000088950525,0.001971557,0.0013162248,0.0006161988,0.0006076193],"domain_scores_gemma":[0.99825126,0.000094069466,0.0009514056,0.00049932976,0.00014661386,0.000057300458],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012991334,0.0011635108,0.0044790315,0.00040144695,0.0002799024,0.000400946,0.00074393407,0.0003633346,0.002830318],"category_scores_gemma":[0.0010696508,0.0007907798,0.0010112929,0.0026603928,0.00011364018,0.00048313415,0.0012428561,0.0009058313,0.00852486],"study_design_candidate":"systematic_review","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":[6.070203e-7,0.000053283482,0.0003340848,0.5144836,0.00012986861,0.00004587207,0.0000020741588,8.408694e-10,1.1418281e-8,0.0023699193,0.061353367,0.42122734],"study_design_scores_gemma":[0.000031601045,0.000004522517,0.00023928043,0.34393552,0.00891713,0.00005338131,5.6805385e-7,2.7844928e-7,6.860644e-9,0.00020576258,0.64598364,0.00062832306],"about_ca_topic_score_codex":0.000016945853,"about_ca_topic_score_gemma":0.000011615063,"teacher_disagreement_score":0.58463025,"about_ca_system_score_codex":0.000274248,"about_ca_system_score_gemma":0.00026256347,"threshold_uncertainty_score":0.9994543},"labels":[],"label_agreement":null},{"id":"W4403043082","doi":"10.1007/s00148-024-01046-3","title":"Financial education as a complement to public pensions: the case of naive individuals","year":2024,"lang":"en","type":"article","venue":"Journal of Population Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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; Fonds de Recherche du Québec-Société et Culture","keywords":"Social policy; Public finance; Complement (music); Business; Finance; Economics; Market economy","score_opus":0.026625961534726465,"score_gpt":0.2841280277624308,"score_spread":0.25750206622770433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403043082","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":[0.9949294,0.0001603797,0.00006526247,0.0032131653,0.0010849866,0.00022383941,0.0000069646126,0.000009563872,0.00030646875],"genre_scores_gemma":[0.9965242,0.000017772047,0.00053281506,0.0014868076,0.001298677,0.000005281764,0.000042033727,0.000014387874,0.00007802412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987254,0.00002033552,0.0008635788,0.00013604877,0.00012379422,0.00013084989],"domain_scores_gemma":[0.99862266,0.000067160116,0.00072767946,0.00016179288,0.00040220804,0.000018506815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009153049,0.00011456031,0.0002384598,0.0006863828,0.00015909402,0.00033807746,0.00017949147,0.000040366078,0.00034577062],"category_scores_gemma":[0.0004629067,0.00009001919,0.00017286967,0.00046056014,0.000018312605,0.0012322409,0.00009285887,0.00011580234,0.000087508386],"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":[0.000044518325,0.00018924043,0.38354343,0.00013685001,0.000071407514,0.000046722056,0.00059507595,0.0020800766,0.000049077622,0.55350125,0.025749838,0.033992495],"study_design_scores_gemma":[0.0005824524,0.0001066666,0.53837043,0.0004404971,0.0005948884,0.00035191726,0.0015014972,0.0156536,0.00003295999,0.09090287,0.35099983,0.00046237977],"about_ca_topic_score_codex":0.000936873,"about_ca_topic_score_gemma":0.00063483306,"teacher_disagreement_score":0.46259838,"about_ca_system_score_codex":0.00012025691,"about_ca_system_score_gemma":0.0001725485,"threshold_uncertainty_score":0.37859458},"labels":[],"label_agreement":null},{"id":"W4403094882","doi":"10.21203/rs.3.rs-5187088/v1","title":"The impact of financial literacy on financial well-being: a systematic literature review","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University Canada West","funders":"","keywords":"Financial literacy; Systematic review; Business; Economics; Finance; Political science; MEDLINE","score_opus":0.02440250001629536,"score_gpt":0.3645176294783385,"score_spread":0.34011512946204314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403094882","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36637935,0.57381296,0.00000947493,0.0039245654,0.0035078041,0.017711356,0.00032433664,0.0005614419,0.03376874],"genre_scores_gemma":[0.94598556,0.040562976,0.00003852259,0.00077378575,0.005942946,0.001187146,0.0008155366,0.0002126255,0.0044809273],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.992611,0.0004894486,0.0017387313,0.0012078792,0.0027850852,0.001167856],"domain_scores_gemma":[0.9924227,0.00084453454,0.00090665475,0.0021563284,0.0036063236,0.00006345003],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066578113,0.00083839864,0.0017109138,0.0017012267,0.0007511614,0.00252436,0.0017556162,0.0005384662,0.0003063731],"category_scores_gemma":[0.009617514,0.00051294017,0.001976835,0.004621257,0.00022514816,0.0004888955,0.0033012594,0.003486588,0.0015284019],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002848328,0.00029218194,0.0048926105,0.78431565,0.00012374806,0.00038786183,0.00046201237,0.000094233306,0.000020686983,0.04705592,0.16076703,0.0013032509],"study_design_scores_gemma":[0.00035411777,0.00018980664,0.015576337,0.9030923,0.00058380805,0.0000063943185,0.00002389928,0.004263038,0.000015660524,0.057097245,0.01790383,0.0008935378],"about_ca_topic_score_codex":0.00058092346,"about_ca_topic_score_gemma":0.000074676376,"teacher_disagreement_score":0.5796062,"about_ca_system_score_codex":0.0004451756,"about_ca_system_score_gemma":0.00081555895,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W4403688344","doi":"10.1016/j.jeconom.2024.105867","title":"Uncovering asset market participation from household consumption and income","year":2024,"lang":"en","type":"article","venue":"Journal of Econometrics","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Consumption (sociology); Economics; Asset (computer security); Econometrics; Household income; Financial economics; Business; Geography; Computer science; Sociology","score_opus":0.09128409217790032,"score_gpt":0.25111470693071714,"score_spread":0.15983061475281682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403688344","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":[0.99682856,0.0013509566,0.0002167259,0.0000893152,0.00074116926,0.000049656028,0.000010845216,0.000023576045,0.0006891775],"genre_scores_gemma":[0.9981568,0.0003205364,0.00030555003,0.00018912421,0.0009186151,0.0000012034807,0.000012158017,0.000016157242,0.000079865196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900067,0.000009771072,0.00053128425,0.00014476283,0.00018425247,0.00012924692],"domain_scores_gemma":[0.9991894,0.00019725469,0.00039116785,0.00009645946,0.000106348525,0.000019381361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007587932,0.00010735131,0.00023468789,0.0014860264,0.00006582926,0.00064379757,0.00009962755,0.000051239113,0.00059430755],"category_scores_gemma":[0.00030709954,0.000098181124,0.000097996264,0.0009869331,0.00002106124,0.0020924797,0.00007401848,0.00013993247,0.000056669018],"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":[0.00002371069,0.00002326574,0.9928767,0.0001121354,0.000036315327,0.000026089483,0.000021243772,0.00024287032,0.00004238832,0.0006487618,0.0027743229,0.0031722018],"study_design_scores_gemma":[0.0002577083,0.000015960963,0.9481281,0.0001425448,0.00021807793,0.0000026646053,0.000016158718,0.011589025,0.000015699128,0.0031745995,0.036300287,0.00013916116],"about_ca_topic_score_codex":0.00009060605,"about_ca_topic_score_gemma":0.000036022757,"teacher_disagreement_score":0.04474858,"about_ca_system_score_codex":0.000078305806,"about_ca_system_score_gemma":0.000017129289,"threshold_uncertainty_score":0.6507251},"labels":[],"label_agreement":null},{"id":"W4403722460","doi":"10.21203/rs.3.rs-5187088/v2","title":"The impact of financial literacy on financial well-being: a systematic literature review","year":2024,"lang":"en","type":"preprint","venue":"Research Square","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Financial literacy; Finance; Business; Systematic review; Economics; Political science","score_opus":0.02440250001629536,"score_gpt":0.3645176294783385,"score_spread":0.34011512946204314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403722460","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36637935,0.57381296,0.00000947493,0.0039245654,0.0035078041,0.017711356,0.00032433664,0.0005614419,0.03376874],"genre_scores_gemma":[0.94598556,0.040562976,0.00003852259,0.00077378575,0.005942946,0.001187146,0.0008155366,0.0002126255,0.0044809273],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.992611,0.0004894486,0.0017387313,0.0012078792,0.0027850852,0.001167856],"domain_scores_gemma":[0.9924227,0.00084453454,0.00090665475,0.0021563284,0.0036063236,0.00006345003],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066578113,0.00083839864,0.0017109138,0.0017012267,0.0007511614,0.00252436,0.0017556162,0.0005384662,0.0003063731],"category_scores_gemma":[0.009617514,0.00051294017,0.001976835,0.004621257,0.00022514816,0.0004888955,0.0033012594,0.003486588,0.0015284019],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002848328,0.00029218194,0.0048926105,0.78431565,0.00012374806,0.00038786183,0.00046201237,0.000094233306,0.000020686983,0.04705592,0.16076703,0.0013032509],"study_design_scores_gemma":[0.00035411777,0.00018980664,0.015576337,0.9030923,0.00058380805,0.0000063943185,0.00002389928,0.004263038,0.000015660524,0.057097245,0.01790383,0.0008935378],"about_ca_topic_score_codex":0.00058092346,"about_ca_topic_score_gemma":0.000074676376,"teacher_disagreement_score":0.5796062,"about_ca_system_score_codex":0.0004451756,"about_ca_system_score_gemma":0.00081555895,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W4403781820","doi":"10.14254/2071-8330.2024/17-3/13","title":"Expected inheritance and pension attitudes among young people in EU post-communist vs. Anglosphere countries","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inheritance (genetic algorithm); Communism; Pension; Demographic economics; Post communist; Political science; Demography; Economics; Sociology; Law; Biology; Genetics; Politics","score_opus":0.013225288636141558,"score_gpt":0.26956451774902135,"score_spread":0.25633922911287976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403781820","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":[0.9802028,0.01546167,0.00000771484,0.0023169233,0.0009526802,0.00007317465,0.0000039117704,0.000026181846,0.0009549395],"genre_scores_gemma":[0.99509704,0.0033323253,0.0002095049,0.00042602653,0.00065674266,0.000004394748,0.000010547361,0.000015454856,0.00024796728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998676,0.000016236501,0.00053470535,0.0001581766,0.00047726062,0.00013762142],"domain_scores_gemma":[0.9984789,0.00012021852,0.00030832144,0.00008288247,0.0009985091,0.000011158427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044066057,0.00016092947,0.0003347463,0.00034885088,0.00015616066,0.0004285873,0.00022720292,0.000038047056,0.00014834038],"category_scores_gemma":[0.00050615566,0.00012902317,0.00010278737,0.00039571934,0.000105501764,0.0015879589,0.00023961095,0.00019852012,0.000018536237],"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":[0.000108001535,0.00004924139,0.9899928,0.00015459837,0.00012810183,0.00011228039,0.00090265454,0.000023647017,0.00016729785,0.0025649215,0.00561618,0.00018025721],"study_design_scores_gemma":[0.0003226553,0.000024870063,0.97818357,0.00088718435,0.0000700629,0.000020093665,0.0016238926,0.00068719016,0.00001189104,0.00042322234,0.017596228,0.00014911762],"about_ca_topic_score_codex":0.0010903139,"about_ca_topic_score_gemma":0.013411463,"teacher_disagreement_score":0.014894233,"about_ca_system_score_codex":0.00014193296,"about_ca_system_score_gemma":0.00002421828,"threshold_uncertainty_score":0.74839115},"labels":[],"label_agreement":null},{"id":"W4403808296","doi":"10.1080/00036846.2024.2420823","title":"Internet use and household financial market participation: evidence from China","year":2024,"lang":"en","type":"article","venue":"Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"China Scholarship Council","keywords":"China; Economics; The Internet; Financial market; Financial economics; Finance; Geography","score_opus":0.0412922762569285,"score_gpt":0.2148093438797353,"score_spread":0.1735170676228068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403808296","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":[0.99702495,0.00021703473,0.00013279753,0.00018066059,0.00038944551,0.00017079343,0.0000144795495,0.00013603429,0.001733801],"genre_scores_gemma":[0.99714303,0.00013305257,0.00031453246,0.00074841117,0.0011096891,0.000035841767,0.000060483508,0.000033065724,0.0004219227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989066,0.000004593831,0.0003400096,0.00046469594,0.00006869199,0.00021539732],"domain_scores_gemma":[0.9994897,0.00011251557,0.00011028317,0.00025028596,0.000019828985,0.000017346962],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00024308325,0.00018875698,0.00022765867,0.00015218966,0.00008057323,0.0010826285,0.00015871391,0.00007623986,0.0006524],"category_scores_gemma":[0.00009166733,0.00019545751,0.00006748409,0.00018779612,0.000049141552,0.0016846076,0.00021847304,0.00011626712,0.0003253481],"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":[0.0002165244,0.000057615995,0.83678544,0.00019359445,0.000054434175,0.000016156937,0.00036331336,0.0005110446,0.00017767117,0.08761844,0.06367994,0.010325812],"study_design_scores_gemma":[0.00017438101,0.000004689482,0.89224833,0.00011307693,0.0001510309,3.1796245e-7,0.0000087530025,0.045067057,0.00006633694,0.005773934,0.05608265,0.00030944278],"about_ca_topic_score_codex":0.0012994554,"about_ca_topic_score_gemma":0.0006053131,"teacher_disagreement_score":0.08184451,"about_ca_system_score_codex":0.00004616379,"about_ca_system_score_gemma":0.000021418778,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W4403867330","doi":"10.1108/ijse-12-2023-0977","title":"From struggle to strain: effects of financial distress on household vulnerability to poverty","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Okanagan College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Vulnerability (computing); Poverty; Financial distress; Distress; Economics; Development economics; Strain (injury); Economic growth; Financial system; Psychology; Internal medicine; Medicine","score_opus":0.01227943869166842,"score_gpt":0.24794877095233914,"score_spread":0.23566933226067072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403867330","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":[0.99366856,0.000022104698,0.00017163686,0.0019722297,0.0031898376,0.00011829757,0.00028133843,0.000017005395,0.0005590177],"genre_scores_gemma":[0.991118,0.000005348428,0.00017612339,0.0025805922,0.005994364,0.0000032970493,0.00004265,0.00002114239,0.000058495578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987015,0.000012680754,0.00062053744,0.00021893982,0.00030051963,0.00014579728],"domain_scores_gemma":[0.99909586,0.00013749933,0.00033578766,0.00009891733,0.00030320018,0.00002876688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027908158,0.0001537023,0.0003250229,0.0003705792,0.000060279322,0.00028896114,0.00047225223,0.00006952884,0.00018742924],"category_scores_gemma":[0.0003719394,0.00014951697,0.0002899687,0.0001871624,0.000027550786,0.00061989814,0.00014122741,0.00017446057,0.00006693616],"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":[0.004708865,0.0022382892,0.17546724,0.0008530547,0.0014618528,0.0007853409,0.006349133,0.021959398,0.012490497,0.31002143,0.21385835,0.24980657],"study_design_scores_gemma":[0.001775881,0.00022030037,0.7676811,0.00090593076,0.00033339902,0.0000036698104,0.0002221705,0.0023119191,0.00256981,0.03956232,0.18359007,0.00082341436],"about_ca_topic_score_codex":0.00036290265,"about_ca_topic_score_gemma":0.00016393876,"teacher_disagreement_score":0.59221387,"about_ca_system_score_codex":0.00025465045,"about_ca_system_score_gemma":0.0000754844,"threshold_uncertainty_score":0.60971254},"labels":[],"label_agreement":null},{"id":"W4404014802","doi":"10.5539/ijef.v16n12p31","title":"Impact of Socioeconomic and Macroeconomic Conditions on the Financial Literacy of Students Assessed by Pisa","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Socioeconomic status; Economics; Literacy; Mathematics education; Psychology; Finance; Sociology; Economic growth; Demography","score_opus":0.008303490590106115,"score_gpt":0.28218156395212907,"score_spread":0.27387807336202297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404014802","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":[0.9981364,0.0005112647,0.00001002879,0.00052721717,0.0004432393,0.000068296584,0.000098230186,0.0000022007437,0.00020309766],"genre_scores_gemma":[0.9976892,0.0015566776,0.000034907778,0.00026792224,0.00035041745,0.0000023537234,0.000016212927,0.000011148165,0.000071178794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990728,0.0000071152103,0.00060623424,0.00014623677,0.00007390748,0.000093730516],"domain_scores_gemma":[0.99888283,0.00013761559,0.0006897424,0.0000867172,0.00019480127,0.000008280952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003389218,0.00012299336,0.0002725222,0.0002535357,0.000048868205,0.00027657504,0.00030850584,0.000040080122,0.00014367542],"category_scores_gemma":[0.000050263705,0.00009689023,0.00018941733,0.00005029225,0.00010135092,0.0008367751,0.00008962745,0.000115511764,0.000012207953],"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":[0.0004131054,0.00040515073,0.6670642,0.00009689469,0.00062566745,0.000021089601,0.00038761023,0.0036763174,0.0009821764,0.3051873,0.01184035,0.009300128],"study_design_scores_gemma":[0.0011686586,0.00015094565,0.9158547,0.00034647735,0.00012889592,0.000018967448,0.000041015584,0.030022936,0.00017821576,0.02956601,0.022250777,0.0002724342],"about_ca_topic_score_codex":0.00011010663,"about_ca_topic_score_gemma":0.000015301854,"teacher_disagreement_score":0.27562132,"about_ca_system_score_codex":0.00007237867,"about_ca_system_score_gemma":0.0000636455,"threshold_uncertainty_score":0.39510688},"labels":[],"label_agreement":null},{"id":"W4404076608","doi":"10.2139/ssrn.5008671","title":"Gambling Away Stability: Sports Betting's Impact on Vulnerable Households","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Stability (learning theory); Economics; Criminology; Psychology; Computer science","score_opus":0.01568471003764258,"score_gpt":0.2571228833854423,"score_spread":0.24143817334779974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404076608","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":[0.99237776,0.0022492246,0.00028664633,0.000517193,0.0006747341,0.00017095545,0.0000022314914,0.0002608285,0.0034604517],"genre_scores_gemma":[0.9946319,0.00042945033,0.000030631578,0.00043926298,0.0032333392,0.00000584385,0.00002541624,0.000089220746,0.0011149744],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99553406,0.000041708186,0.0005957483,0.0005147942,0.000842305,0.0024714032],"domain_scores_gemma":[0.99906826,0.00008747943,0.00025214264,0.0003506401,0.00020468232,0.00003680017],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049978625,0.00038734675,0.00039833973,0.00061751885,0.0006146375,0.0011049212,0.0003505852,0.00009554502,0.0008458788],"category_scores_gemma":[0.00020711891,0.00030097348,0.00050102745,0.0012575478,0.000040491115,0.0016607115,0.000091804024,0.0024372211,0.00031074835],"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":[0.00032377816,0.00033207907,0.7828869,0.00023702548,0.0003562574,0.00027116085,0.00018447563,0.001497368,0.0009978515,0.17357157,0.004392647,0.034948863],"study_design_scores_gemma":[0.0029164008,0.0008125235,0.14350817,0.0021489942,0.0021722969,0.0005698644,0.0024426489,0.044461295,0.00090583984,0.64144945,0.15478921,0.003823278],"about_ca_topic_score_codex":0.00049797003,"about_ca_topic_score_gemma":0.00037869738,"teacher_disagreement_score":0.6393787,"about_ca_system_score_codex":0.0010614353,"about_ca_system_score_gemma":0.0008383873,"threshold_uncertainty_score":0.9999442},"labels":[],"label_agreement":null},{"id":"W4404376613","doi":"10.3390/jrfm17110508","title":"Other Comprehensive Income: Do Nonprofessional Investors Value It as Much as Net Income?","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Net income; Net national income; Value (mathematics); Comprehensive income; Net (polyhedron); Economics; Labour economics; Demographic economics; Business; Public economics; Gross income; Accounting; Mathematics; Statistics; State income tax","score_opus":0.008898182538288881,"score_gpt":0.2464825067318305,"score_spread":0.2375843241935416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404376613","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":[0.9874884,0.002478686,0.0005266914,0.00060419977,0.002416617,0.00034329834,0.000009170716,0.000058867365,0.0060741026],"genre_scores_gemma":[0.9908214,0.0008952889,0.0008542926,0.0034351042,0.0026212276,0.000011509841,0.0000105287145,0.0000578653,0.0012927903],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972259,0.0000599937,0.0009678331,0.00043254072,0.0009036744,0.0004100584],"domain_scores_gemma":[0.9985349,0.00012012503,0.0006558878,0.00027642917,0.00034929463,0.00006331778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00092148595,0.00039463045,0.00059396203,0.0012389747,0.0004021659,0.00057705375,0.00041404017,0.0001448245,0.0005827057],"category_scores_gemma":[0.00018744574,0.00032037575,0.0003408381,0.0012400252,0.0001281199,0.0012645355,0.0005153332,0.00055313646,0.00051463646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063645124,0.00030879996,0.44993332,0.0013123679,0.00020561798,0.0014135394,0.0010264807,0.0003428594,0.000053155956,0.4475135,0.04441172,0.052842196],"study_design_scores_gemma":[0.00089078106,0.00008760696,0.2182665,0.0011542108,0.0005560129,0.000021281343,0.00047095408,0.0007614009,0.000007407968,0.059164964,0.71819806,0.00042079017],"about_ca_topic_score_codex":0.00069758465,"about_ca_topic_score_gemma":0.0000747459,"teacher_disagreement_score":0.67378634,"about_ca_system_score_codex":0.000100635196,"about_ca_system_score_gemma":0.000083100815,"threshold_uncertainty_score":0.99992484},"labels":[],"label_agreement":null},{"id":"W4404402743","doi":"10.1016/j.jdeveco.2024.103405","title":"Better strategies for saving more: Evidence from three interventions in Chile","year":2024,"lang":"en","type":"article","venue":"Journal of Development Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Fondo Nacional de Desarrollo Científico y Tecnológico; International Development Research Centre; Inter-American Development Bank","keywords":"Psychological intervention; Economics; Natural resource economics; Psychology","score_opus":0.04944432514523502,"score_gpt":0.27417254815116004,"score_spread":0.22472822300592502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404402743","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":[0.99472874,0.0009557494,0.0022607634,0.0010272195,0.00075663393,0.00013843215,0.0000029686412,0.000016556569,0.0001129384],"genre_scores_gemma":[0.98776484,0.000068033536,0.010737875,0.00037905484,0.00093177345,0.000012272696,0.000021194595,0.000023456909,0.00006152619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985661,0.0000044996273,0.0009540457,0.00019237134,0.000101015255,0.00018197071],"domain_scores_gemma":[0.9992407,0.000116399126,0.00040702487,0.000103311155,0.00012069381,0.000011899907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066965993,0.00014754744,0.0002931099,0.00054226926,0.00007825732,0.0007146688,0.00026937248,0.00004873146,0.00024234121],"category_scores_gemma":[0.000086349704,0.00013728495,0.00025277334,0.00021219208,0.000020357478,0.00296488,0.000103100945,0.00014865806,0.00005738345],"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":[0.00008220959,0.00008603536,0.97080284,0.00051580224,0.00016127374,0.000032219108,0.0006967124,0.0010456995,0.00020647483,0.0058491435,0.00381551,0.016706094],"study_design_scores_gemma":[0.00060029974,0.000021445245,0.8998818,0.004349427,0.00021770169,0.000003859858,0.00043794978,0.015168254,0.00012033851,0.029087279,0.04966235,0.00044931693],"about_ca_topic_score_codex":0.00006573303,"about_ca_topic_score_gemma":0.0019258367,"teacher_disagreement_score":0.07092105,"about_ca_system_score_codex":0.00017490536,"about_ca_system_score_gemma":0.00018732203,"threshold_uncertainty_score":0.6891567},"labels":[],"label_agreement":null},{"id":"W4404427503","doi":"10.1111/jori.12497","title":"The role of government versus private sector provision of insurance","year":2024,"lang":"en","type":"article","venue":"Journal of Risk & Insurance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Private sector; Business; Government (linguistics); Private insurance; Actuarial science; Health insurance; Economics; Economic growth; Health care","score_opus":0.0068609342797819545,"score_gpt":0.21452867928178232,"score_spread":0.20766774500200036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404427503","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":[0.9904517,0.007856806,0.00003098533,0.00009102976,0.0009030246,0.00012472877,0.000026171188,0.00001295177,0.0005026187],"genre_scores_gemma":[0.9974939,0.0016134847,0.000195787,0.000028364713,0.0006068033,0.0000021956002,0.0000012912058,0.00002143474,0.00003670435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774975,0.000031412066,0.0008677527,0.00015999927,0.0010003778,0.00019070836],"domain_scores_gemma":[0.9976853,0.00024832043,0.0014192422,0.00025983553,0.00037374248,0.0000135720975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925177,0.00016502856,0.00035807936,0.00012250652,0.0001289744,0.00012939314,0.00041787425,0.000049425227,0.000041630505],"category_scores_gemma":[0.00041010397,0.00010740249,0.0003030233,0.0006663848,0.00008728381,0.00089820725,0.00009673458,0.00025856632,0.000021662048],"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":[0.0011831297,0.00010933297,0.9498988,0.0002579275,0.00011300197,0.000014297992,0.0001569933,0.00032077465,0.007458576,0.0051115425,0.00087023154,0.034505397],"study_design_scores_gemma":[0.0008946295,0.00009789069,0.8316481,0.00077872595,0.00018811942,0.0000022701104,0.00013333504,0.0023348075,0.0041730553,0.0017686298,0.1578034,0.00017703448],"about_ca_topic_score_codex":0.00016229118,"about_ca_topic_score_gemma":0.000055331853,"teacher_disagreement_score":0.15693317,"about_ca_system_score_codex":0.00008379538,"about_ca_system_score_gemma":0.000036343623,"threshold_uncertainty_score":0.43797463},"labels":[],"label_agreement":null},{"id":"W4404608938","doi":"10.2139/ssrn.5001327","title":"The effects of financial knowledge, skill, and self-assessed knowledge on financial well-being, behavior, and objective situation","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Wilfrid Laurier University; Western University","funders":"","keywords":"Finance; Business","score_opus":0.00334165232921446,"score_gpt":0.23305763894833129,"score_spread":0.22971598661911682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404608938","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":[0.97902614,0.015133546,0.000058307567,0.000109594934,0.0021029997,0.00083784916,0.0000023643588,0.0000867365,0.002642478],"genre_scores_gemma":[0.9889188,0.007182822,0.000024058989,0.000074277385,0.0027012026,0.000083817205,0.000025180138,0.00007579912,0.00091406325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99650294,0.0001145821,0.0007603378,0.0007241982,0.00046337963,0.0014345545],"domain_scores_gemma":[0.9978188,0.00033977645,0.00081677403,0.00035531595,0.00063483743,0.000034460478],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021727304,0.00061034533,0.00069890125,0.0007211813,0.0008290367,0.0006357422,0.00044107263,0.00040495163,0.000009340602],"category_scores_gemma":[0.0008205385,0.00048255888,0.0003402137,0.00065777206,0.00013531162,0.0003495471,0.0009721593,0.0032892379,0.000065099586],"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":[0.0004767058,0.0018887307,0.068745546,0.003525606,0.00047637688,0.00006294965,0.0030232861,0.000020525542,0.0004863761,0.8283298,0.0031088085,0.089855306],"study_design_scores_gemma":[0.0020714402,0.0005425893,0.26766914,0.002257166,0.0036202928,0.00003868375,0.00025958734,0.0020341107,0.0003504504,0.7106872,0.009208273,0.0012610276],"about_ca_topic_score_codex":0.0002416778,"about_ca_topic_score_gemma":0.0039750678,"teacher_disagreement_score":0.1989236,"about_ca_system_score_codex":0.0006977938,"about_ca_system_score_gemma":0.0022273564,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W4404753311","doi":"10.2478/fprj-2024-0002","title":"Comprehensive Financial Planning for a Sustainable Retirement <sup>†</sup>","year":2024,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Retirement planning; Plan (archaeology); Consumption (sociology); Probabilistic logic; Actuarial science; Control (management); Financial plan; Dual (grammatical number); Economics; Business; Finance; Computer science","score_opus":0.07511013213827324,"score_gpt":0.35772599398132193,"score_spread":0.2826158618430487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404753311","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":[0.98169667,0.006357696,0.0024388258,0.0011941824,0.0011992886,0.0016701868,0.000029310346,0.00037049275,0.0050433315],"genre_scores_gemma":[0.97478366,0.00004450444,0.0011119302,0.0010922377,0.016680937,0.00020648947,0.00020326367,0.00016208593,0.0057148826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349576,0.000118774966,0.0010872744,0.00093530904,0.0020109226,0.0023519418],"domain_scores_gemma":[0.99550855,0.00063972163,0.0002979252,0.000422787,0.0029998014,0.00013123242],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004635656,0.0005515002,0.0007272004,0.0025946354,0.0030777236,0.0036769593,0.0009409529,0.00031798924,0.00042395157],"category_scores_gemma":[0.004644111,0.00052055763,0.0005330647,0.0028706028,0.00025204467,0.0028269987,0.00063657854,0.0020223737,0.00038700728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001422728,0.0002149111,0.062180847,0.002469938,0.000081544466,0.0060755247,0.0016379802,0.009908694,0.00039037043,0.052020997,0.8586921,0.0049043456],"study_design_scores_gemma":[0.0011787342,0.0002396814,0.022677183,0.0020850347,0.00012508366,0.00005544233,0.0012370145,0.03955387,0.00005395919,0.02130667,0.9107692,0.0007181133],"about_ca_topic_score_codex":0.0003596325,"about_ca_topic_score_gemma":0.000010434556,"teacher_disagreement_score":0.052077096,"about_ca_system_score_codex":0.00053881155,"about_ca_system_score_gemma":0.0010242811,"threshold_uncertainty_score":0.9997246},"labels":[],"label_agreement":null},{"id":"W4404865486","doi":"10.1016/j.econmod.2024.106948","title":"Environmental, social, and governance investing and sustainability of pension funds: Evidence from the organisation for economic cooperation and development countries","year":2024,"lang":"en","type":"article","venue":"Economic Modelling","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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 Manitoba; Carleton University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Economics; Pension; Corporate governance; Pension fund; Natural resource economics; Macroeconomics; Economic system; Public economics; Finance; Ecology","score_opus":0.034457566561188244,"score_gpt":0.23187992377945033,"score_spread":0.19742235721826207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404865486","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":[0.991967,0.0019166331,0.0052365116,0.00047486072,0.00007776058,0.000289747,0.000012242423,0.00001694077,0.000008272189],"genre_scores_gemma":[0.9983924,0.00049556146,0.0006768597,0.00011073272,0.00024486321,0.0000143433745,0.000032143904,0.000014133102,0.000018977185],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918675,0.000009393191,0.0003265211,0.00032090055,0.00004823399,0.00010821591],"domain_scores_gemma":[0.9995005,0.00022335771,0.00017033641,0.00008105872,0.000017634655,0.000007074003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051740353,0.0001185958,0.00016575193,0.00003393633,0.00034800114,0.0003445082,0.000054107266,0.00003979253,0.00004868403],"category_scores_gemma":[0.000027556514,0.00010712625,0.000019107927,0.000016693277,0.00009791374,0.0011191785,0.00010099698,0.000044252454,0.000010141141],"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":[0.00015149548,0.000019872665,0.8889755,0.0012610578,0.00007482198,0.0000010550199,0.0077912943,0.044343222,0.0007371486,0.04710267,0.00074118865,0.008800682],"study_design_scores_gemma":[0.00016485548,0.000005896218,0.030650418,0.00010947328,0.000072433,3.0729245e-7,0.00044981847,0.9583115,0.00018184386,0.003166837,0.006717106,0.0001695037],"about_ca_topic_score_codex":0.0012905695,"about_ca_topic_score_gemma":0.00039476785,"teacher_disagreement_score":0.91396827,"about_ca_system_score_codex":0.00019185133,"about_ca_system_score_gemma":0.000069676746,"threshold_uncertainty_score":0.43684816},"labels":[],"label_agreement":null},{"id":"W4404981162","doi":"10.1080/00207659.2024.2436298","title":"Do societies with freer markets really become less homicidal over time? New evidence from 131 developed and developing societies, 2000–2021","year":2024,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Developing country; Criminology; Political science; Sociology; Political economy; Development economics; Economics; Economic growth","score_opus":0.026982116070792653,"score_gpt":0.27332539016756263,"score_spread":0.24634327409676998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404981162","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":[0.98548776,0.0038319277,0.00087352254,0.008382816,0.0009933256,0.000072765324,0.000013351352,0.000026513899,0.0003180036],"genre_scores_gemma":[0.9812186,0.001216579,0.0064688353,0.0037912724,0.004577534,0.0000038436115,0.00008856203,0.00004274941,0.0025920584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982374,0.000040624993,0.00059568573,0.00030379184,0.0005864653,0.00023605693],"domain_scores_gemma":[0.9982539,0.00039303442,0.000467682,0.00009647936,0.00076374086,0.000025164352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007197803,0.00022878687,0.00038867432,0.0002929834,0.00011692935,0.00049038936,0.00047664632,0.00015716442,0.0015785366],"category_scores_gemma":[0.00023469972,0.0001836879,0.00015587528,0.00019192786,0.00022013286,0.0014578621,0.00026070263,0.00034770483,0.000088489505],"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":[0.0006908924,0.000049884216,0.6992058,0.00012193126,0.0014584352,0.0004756333,0.0043044537,0.00006513215,0.002656732,0.0056493203,0.27399048,0.0113312835],"study_design_scores_gemma":[0.0015193725,0.000056389625,0.8884721,0.0023675496,0.00048694655,0.0000812277,0.0009234304,0.0016380855,0.000114892675,0.04122644,0.06234994,0.00076362415],"about_ca_topic_score_codex":0.00030025654,"about_ca_topic_score_gemma":0.00006476055,"teacher_disagreement_score":0.21164054,"about_ca_system_score_codex":0.00026501511,"about_ca_system_score_gemma":0.0005909464,"threshold_uncertainty_score":0.99933416},"labels":[],"label_agreement":null},{"id":"W4405337985","doi":"10.58812/wsaf.v2i03.1265","title":"Developing a national financial education strategy towards the goal of inclusive and sustainable financial development: International experience and implications for Vietnam","year":2024,"lang":"en","type":"article","venue":"West Science Accounting and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Finance; Sustainable development; Financial literacy; Economic growth; Political science; Economics","score_opus":0.01674716791683583,"score_gpt":0.29503127979348504,"score_spread":0.2782841118766492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405337985","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":[0.99581707,0.0008331638,0.0011586762,0.0010868484,0.00022861852,0.00028648757,0.000007288981,0.000017580538,0.0005642758],"genre_scores_gemma":[0.99615043,0.000100294536,0.0029872104,0.0002886311,0.0002602556,0.000092090726,0.000013494153,0.000007302776,0.00010031061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867976,0.0000038631247,0.00036485802,0.00039178014,0.00030375135,0.00025600413],"domain_scores_gemma":[0.99852383,0.000061068386,0.0002420286,0.00009615047,0.0010687559,0.00000813665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010550896,0.00013334317,0.00015602224,0.0003456233,0.0008577187,0.00040484712,0.00029971256,0.000045097633,0.000003914552],"category_scores_gemma":[0.000992,0.00011187979,0.00002778284,0.00110323,0.0005024411,0.0018299429,0.00037257242,0.00007437573,0.0000010077805],"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":[0.000016818904,0.000029214267,0.08688766,0.00028012166,0.0000030531194,3.7108404e-7,0.0010346833,0.000024732468,0.0008074229,0.8435271,0.00017257841,0.06721626],"study_design_scores_gemma":[0.00015751146,0.000011114775,0.91503626,0.00025719506,0.000019510862,0.0000049029723,0.0004981404,0.005307366,0.00027783072,0.03455393,0.043665286,0.00021094781],"about_ca_topic_score_codex":0.00017787461,"about_ca_topic_score_gemma":0.000050697854,"teacher_disagreement_score":0.8281486,"about_ca_system_score_codex":0.00007023856,"about_ca_system_score_gemma":0.001460495,"threshold_uncertainty_score":0.6596965},"labels":[],"label_agreement":null},{"id":"W4405411023","doi":"10.5539/ijef.v17n1p84","title":"Constructing a Multidimensional Index for Financial Well-Being","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Unemployment; Psychological resilience; Economics; Poverty; Financial inclusion; Financial analysis; Inequality; Financial services; Finance; Economic growth; Mathematics","score_opus":0.00833389616388912,"score_gpt":0.22503793452239468,"score_spread":0.21670403835850555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405411023","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":[0.9938427,0.00041235978,0.0007859265,0.001084899,0.0026784975,0.00007835874,0.000010254104,0.0000087465305,0.0010982214],"genre_scores_gemma":[0.9934895,0.00034166244,0.0025292924,0.00073004194,0.0027259018,0.000003428133,0.000013221791,0.000016112237,0.00015083591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990573,0.000002681568,0.0005180564,0.0001861102,0.00009921127,0.00013665856],"domain_scores_gemma":[0.99908566,0.00009518059,0.0003724993,0.000055274257,0.00038298176,0.000008425874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037106388,0.00012323417,0.0002138403,0.00036450324,0.00007869321,0.00031324086,0.00018224191,0.000052969037,0.000044123535],"category_scores_gemma":[0.00014973365,0.00011919684,0.00016987753,0.00009267267,0.00005007618,0.0010219471,0.00008945111,0.00012482518,0.000016780697],"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":[0.00017290087,0.00003002884,0.04116895,0.000041615254,0.00005714491,0.00004918368,0.000053491978,0.0015497656,0.000036881083,0.92589325,0.0017556488,0.029191153],"study_design_scores_gemma":[0.0010535549,0.000026686763,0.0105798645,0.0003793935,0.000074678734,0.00008655397,0.00005449554,0.38441753,0.00010417421,0.07826999,0.52466524,0.00028785202],"about_ca_topic_score_codex":0.000041358708,"about_ca_topic_score_gemma":0.000051935796,"teacher_disagreement_score":0.8476232,"about_ca_system_score_codex":0.000067948284,"about_ca_system_score_gemma":0.00007617357,"threshold_uncertainty_score":0.4860706},"labels":[],"label_agreement":null},{"id":"W4405419301","doi":"10.1111/joca.12612","title":"Does financial knowledge affect borrower discouragement among various social categories? Evidence from the United States","year":2024,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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 Ottawa; York University","funders":"","keywords":"Affect (linguistics); Race (biology); Demographic economics; Finance; Business; Economics; Psychology; Sociology","score_opus":0.015452660704345129,"score_gpt":0.25937550998880465,"score_spread":0.24392284928445954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405419301","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":[0.98844665,0.004177168,0.0004575135,0.002669875,0.003377663,0.00028261833,0.00001768961,0.000083421444,0.00048740572],"genre_scores_gemma":[0.9954776,0.0003789435,0.000054648142,0.00030964628,0.003208278,0.000010699333,0.0000528095,0.000043656186,0.00046369535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764687,0.00009983956,0.0008272652,0.00032505035,0.0006981727,0.00040279588],"domain_scores_gemma":[0.99777937,0.0006391161,0.00062320434,0.00025741835,0.00066898763,0.000031926702],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012528953,0.00034997845,0.0004903184,0.0005169627,0.00045870704,0.0011851519,0.0006186526,0.00010496108,0.00075123087],"category_scores_gemma":[0.00062714284,0.00018386563,0.00044728906,0.0014456137,0.00027720016,0.0020483409,0.0002622106,0.00053433696,0.00019746475],"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":[0.00047243663,0.00031532283,0.66730475,0.0004922413,0.0006306851,0.0006468331,0.00806732,0.00022160893,0.0003595942,0.0055735745,0.3090725,0.006843109],"study_design_scores_gemma":[0.0010728632,0.000072361116,0.46690604,0.0023065235,0.0033260505,0.000006981434,0.004027134,0.009437931,0.00017125023,0.009745693,0.5019321,0.0009950581],"about_ca_topic_score_codex":0.0026507638,"about_ca_topic_score_gemma":0.0025264747,"teacher_disagreement_score":0.20039873,"about_ca_system_score_codex":0.00012689097,"about_ca_system_score_gemma":0.00019133322,"threshold_uncertainty_score":0.9998517},"labels":[],"label_agreement":null},{"id":"W4405455367","doi":"10.1111/rode.13178","title":"Risk and Time Preferences Among the Urban Poor in Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"Review of Development Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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 Saskatchewan","funders":"","keywords":"Economics; Demographic economics; Medicine","score_opus":0.01052976573164503,"score_gpt":0.20673419833127205,"score_spread":0.19620443259962703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405455367","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":[0.9600968,0.03574201,0.000003331026,0.00027733904,0.00011655941,0.00038295507,0.0000028133857,0.000027278405,0.0033509554],"genre_scores_gemma":[0.91012776,0.08680098,0.00062535546,0.0012217654,0.00026536302,0.00006124298,0.00008181455,0.000032507454,0.0007832412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883384,0.000017870529,0.00063046167,0.0002743003,0.000083602696,0.00015991919],"domain_scores_gemma":[0.999442,0.00006763549,0.00027437476,0.00016171014,0.00004572261,0.000008557105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010584042,0.00016068993,0.00036741374,0.00017226406,0.00007566254,0.00014846382,0.00020651461,0.000034825774,0.0003095243],"category_scores_gemma":[0.00010261873,0.00011482624,0.00007596927,0.0003481089,0.00005481707,0.0005472025,0.00015579714,0.00010173052,0.00027024085],"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":[0.000004847354,0.000022007778,0.9395704,0.0050969645,0.000041121857,0.0000018904285,0.000115093106,0.0000062880804,0.0000030166027,0.0040528974,0.005911341,0.045174107],"study_design_scores_gemma":[0.00011032116,0.0000038110402,0.57482976,0.006503812,0.00015281253,4.9516166e-7,0.000016827033,0.0030928897,0.00001570235,0.0013488226,0.4136533,0.00027143914],"about_ca_topic_score_codex":0.00012332994,"about_ca_topic_score_gemma":0.00019121268,"teacher_disagreement_score":0.40774196,"about_ca_system_score_codex":0.000045137454,"about_ca_system_score_gemma":0.000063301915,"threshold_uncertainty_score":0.46824783},"labels":[],"label_agreement":null},{"id":"W4405547777","doi":"10.3390/jrfm17120566","title":"Higher Education Loan Schemes Across the Globe: A Systematic Review on the Utility Derived and Burden Associated with Educational Debt","year":2024,"lang":"en","type":"review","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subsidy; Beneficiary; Globe; Loan; Debt; Actuarial science; Economics; Public economics; Government (linguistics); Finance; Business","score_opus":0.019249696436310033,"score_gpt":0.2827050233555564,"score_spread":0.2634553269192464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405547777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012193399,0.995068,0.000009046895,0.00091463496,0.000559681,0.0017156226,0.00001571306,0.000014354209,0.000483581],"genre_scores_gemma":[0.004915606,0.9914754,0.00002725073,0.0011050586,0.0013374657,0.00015857644,0.000037300128,0.000038715323,0.0009046521],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972939,0.00017229225,0.0012041281,0.00037341696,0.0006784169,0.00027787316],"domain_scores_gemma":[0.9965618,0.00029628983,0.0022952782,0.00041810022,0.0004017566,0.00002674979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022873012,0.00049560476,0.0015394283,0.00024540274,0.000531114,0.0006420594,0.00049970206,0.000115429655,0.000086868495],"category_scores_gemma":[0.0007188775,0.00022607543,0.00043560436,0.0011017236,0.00013642959,0.0003318559,0.00028419757,0.0005668596,0.00004460308],"study_design_candidate":"systematic_review","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":[0.00004979334,0.00030214235,0.0010147945,0.71373546,0.0006800527,0.00002960698,0.00017670737,5.0642274e-7,2.9866655e-8,0.04255641,0.03273991,0.20871459],"study_design_scores_gemma":[0.00013526958,0.000022040493,0.0049723894,0.3113097,0.013490614,0.000008429569,0.00007656319,0.00001003862,1.1920565e-8,0.0019403271,0.66775763,0.00027698188],"about_ca_topic_score_codex":0.00006945058,"about_ca_topic_score_gemma":0.00005101873,"teacher_disagreement_score":0.63501775,"about_ca_system_score_codex":0.00012123443,"about_ca_system_score_gemma":0.00016380315,"threshold_uncertainty_score":0.92190886},"labels":[],"label_agreement":null},{"id":"W4405710786","doi":"10.1073/pnas.2412760121","title":"The effect of job loss on risky financial decision-making","year":2024,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Booth University College","funders":"Fama-Miller Center for Research in Finance, Booth School of Business, University of Chicago; Booth School of Business, University of Chicago; National Science Foundation","keywords":"Algorithm; Computer science; Machine learning; Artificial intelligence; Database; Finance; Economics","score_opus":0.014788452340750316,"score_gpt":0.29249181211491043,"score_spread":0.2777033597741601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405710786","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":[0.99249554,0.00025543338,0.0000010231236,0.0009866176,0.00011347061,0.00017272017,0.000003492543,0.0000162402,0.0059554945],"genre_scores_gemma":[0.9991768,0.000020704463,0.00011215806,0.00019594523,0.00040137774,0.0000071129534,9.667945e-8,0.000005534255,0.00008028057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99758834,0.000004224418,0.00042062532,0.00025162267,0.0015743581,0.00016081432],"domain_scores_gemma":[0.9984597,0.0007623265,0.00045670595,0.000014569218,0.0003016213,0.000005075905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003044876,0.00011972705,0.00019105017,0.0003458366,0.00042015983,0.0001556517,0.0009220203,0.000062058396,0.000026194153],"category_scores_gemma":[0.0034503506,0.000061378254,0.00018517826,0.002005884,0.0005590366,0.0008503735,0.00024533848,0.00016512496,0.000013140394],"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":[0.00022449651,0.000034729226,0.37548184,0.0005830565,0.00002617778,9.6785875e-8,0.00009370904,0.0003744608,0.009621216,0.5848076,0.012110796,0.016641831],"study_design_scores_gemma":[0.00029678753,0.00010743109,0.66861933,0.0025622759,0.00015617508,0.0000021509215,0.00004729028,0.018645633,0.023794737,0.27491584,0.010596359,0.00025598958],"about_ca_topic_score_codex":0.0000147010305,"about_ca_topic_score_gemma":5.6837683e-7,"teacher_disagreement_score":0.30989176,"about_ca_system_score_codex":0.000025727322,"about_ca_system_score_gemma":0.000021182424,"threshold_uncertainty_score":0.41306412},"labels":[],"label_agreement":null},{"id":"W4406067431","doi":"10.1057/s41264-024-00298-0","title":"One card fits all? Exploring the incidence, intensity, and extent of credit card use in Canada (1999–2019)","year":2025,"lang":"en","type":"article","venue":"Journal of Financial Services Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Credit card; Credit card interest; Credit history; Credit reference; Business; Chargeback; Report card; Debt; Finance; Economics; Payment; Credit risk","score_opus":0.019483029625003086,"score_gpt":0.21256911714820395,"score_spread":0.19308608752320086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406067431","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":[0.9972157,0.0008186511,0.0000065189774,0.0005432352,0.0009748632,0.00015757454,0.0000036318186,0.00000667854,0.00027313211],"genre_scores_gemma":[0.9969214,0.0002863778,0.00020336921,0.0018856673,0.0006348234,0.000004251793,0.0000048211223,0.00001434089,0.000044913504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975843,0.000071562805,0.0010865056,0.00023669329,0.00067640527,0.0003445717],"domain_scores_gemma":[0.99733174,0.0003636431,0.0011239493,0.00023348861,0.0009232326,0.000023936253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022768478,0.00021527373,0.0006382204,0.00050133374,0.000176432,0.00020239015,0.00049814663,0.000056928064,0.000013129773],"category_scores_gemma":[0.0011257337,0.00017959562,0.00014411827,0.0010910976,0.000041483545,0.001565984,0.00054322084,0.00036850688,0.0000012288925],"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":[0.00045141001,0.00003150898,0.99088585,0.0004996554,0.00003166226,0.00005182654,0.00012842637,0.00023035021,0.00029715028,0.00016687343,0.0014976114,0.0057276827],"study_design_scores_gemma":[0.0003718189,0.000011824537,0.984352,0.0018081327,0.00019288788,0.000002902729,0.0003666734,0.0013961376,0.00006273773,0.00019345249,0.0110768825,0.00016453711],"about_ca_topic_score_codex":0.68134207,"about_ca_topic_score_gemma":0.7870882,"teacher_disagreement_score":0.105746135,"about_ca_system_score_codex":0.00023060494,"about_ca_system_score_gemma":0.0003589979,"threshold_uncertainty_score":0.73236966},"labels":[],"label_agreement":null},{"id":"W4406104758","doi":"10.54254/2754-1169/2024.19302","title":"Just-in-Time Financial Education for University Students: Enhancing Financial Decision-Making in a Mixed Learning Environment","year":2025,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Financial literacy; Finance; Immediacy; Relevance (law); Preference; Higher education; Psychology; Business; Economics; Political science; Economic growth","score_opus":0.005225236704347728,"score_gpt":0.25497987000963185,"score_spread":0.2497546333052841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406104758","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":[0.9880754,0.00024336616,0.000719486,0.00019564967,0.00034353364,0.00046242934,0.000001476108,0.000014186767,0.009944514],"genre_scores_gemma":[0.996369,0.00036401377,0.0020133315,0.00068157347,0.00012230116,0.000022952436,0.000007060905,0.000005774621,0.00041400304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834245,0.000021322876,0.0004348774,0.0005463287,0.00014735568,0.0005076534],"domain_scores_gemma":[0.99947774,0.00024193893,0.00013519636,0.000108754684,0.000019114435,0.00001724289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094327563,0.00017101163,0.00028000693,0.00093225413,0.00025986932,0.0002022891,0.0004240746,0.000058519014,0.000032913023],"category_scores_gemma":[0.00025370577,0.0001902197,0.00005709026,0.00064437947,0.00014075333,0.0014276484,0.00041882374,0.000110687266,0.000016546906],"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":[0.00005727896,0.0001216636,0.5515677,0.00007370907,0.0000016295847,0.000002966506,0.00002677979,0.0018808928,0.0000015888629,0.42083552,0.000020407566,0.025409877],"study_design_scores_gemma":[0.0012606571,0.000035165926,0.6815508,0.00065893296,0.000052888678,1.6011309e-7,0.0011208769,0.014911895,0.000006386867,0.21724796,0.08272786,0.0004264143],"about_ca_topic_score_codex":0.00013884937,"about_ca_topic_score_gemma":0.0016329483,"teacher_disagreement_score":0.20358756,"about_ca_system_score_codex":0.00029414138,"about_ca_system_score_gemma":0.000060688893,"threshold_uncertainty_score":0.7756934},"labels":[],"label_agreement":null},{"id":"W4406162550","doi":"10.35692/07183992.17.2.5","title":"Eficiencia y diversificación de carteras compactas en el contexto de la reforma al sistema de pensiones en Chile","year":2024,"lang":"es","type":"article","venue":"Multidisciplinary Business Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre for Heart Rhythm Disorders, University of Adelaide; Banting and Best Diabetes Centre, University of Toronto; Quillen College of Medicine, East Tennessee State University; National Ethnic Affairs Commission of the People's Republic of China","keywords":"Humanities; Political science; Geography; Art","score_opus":0.021293392274132728,"score_gpt":0.34710285059576906,"score_spread":0.3258094583216363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406162550","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":[0.7569326,0.23049596,0.00021010234,0.008049216,0.0010337295,0.0014333765,0.00006892322,0.00038360566,0.0013924428],"genre_scores_gemma":[0.89916587,0.09601594,0.0004210601,0.0018875768,0.0012651538,0.00009339927,0.00045245708,0.00014472812,0.00055381446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947861,0.00059309177,0.001371145,0.0011698527,0.0008565012,0.0012233495],"domain_scores_gemma":[0.99702233,0.00065374066,0.0005717898,0.0009300027,0.0006882021,0.00013391551],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004008122,0.0009760738,0.0015741772,0.0006766849,0.000995491,0.0019560896,0.0010157408,0.00035391917,0.00087717024],"category_scores_gemma":[0.0007920496,0.00083387806,0.00080233417,0.0029636382,0.00033066707,0.0035630222,0.0013145568,0.0006877265,0.0010800515],"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":[0.000427053,0.0019248454,0.7262307,0.14706717,0.00056690373,0.0034794374,0.0054989574,0.00075772975,0.005499133,0.007905914,0.046326272,0.05431589],"study_design_scores_gemma":[0.0006033774,0.00003074406,0.69094205,0.054408003,0.0022167226,0.000120848665,0.0005796163,0.028952183,0.000023363447,0.00018049934,0.22082639,0.0011162349],"about_ca_topic_score_codex":0.0014355402,"about_ca_topic_score_gemma":0.00009007011,"teacher_disagreement_score":0.17450011,"about_ca_system_score_codex":0.00075828406,"about_ca_system_score_gemma":0.00039047436,"threshold_uncertainty_score":0.99969774},"labels":[],"label_agreement":null},{"id":"W4406208432","doi":"10.2139/ssrn.5090297","title":"Wealth and Risk Attitude: Evidence from a House Price Hike Natural Experiment","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of the Fraser Valley","funders":"","keywords":"House price; Natural experiment; Natural (archaeology); Economics; Monetary economics; History; Mathematics; Statistics; Archaeology","score_opus":0.012173741557888995,"score_gpt":0.2612733036832565,"score_spread":0.24909956212536752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406208432","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":[0.93599147,0.060153652,0.0009424104,0.0006194335,0.0013735389,0.00050881854,0.000010873988,0.0001778511,0.00022196799],"genre_scores_gemma":[0.94946545,0.04536814,0.00041834277,0.00048143562,0.0027845474,0.00003302262,0.000043302294,0.00006307975,0.0013426874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528027,0.00010698857,0.00084491813,0.0009191609,0.00079735194,0.002051296],"domain_scores_gemma":[0.99735475,0.0001488732,0.0014128749,0.0006231853,0.00042016085,0.000040158106],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023732227,0.00060997525,0.00075677107,0.0006146138,0.00062741525,0.00093894673,0.0009190914,0.00026186818,0.00012277642],"category_scores_gemma":[0.000519252,0.0005523206,0.00037158368,0.0004920723,0.00007593296,0.0010479242,0.0014972804,0.0048207683,0.00008331063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058605435,0.00029627534,0.95320314,0.00049977883,0.0011771955,0.000042390195,0.0006810366,0.00037096711,0.00027242012,0.021498304,0.0029363956,0.018436056],"study_design_scores_gemma":[0.005423219,0.00028086826,0.4936416,0.010197636,0.008182549,0.00006727494,0.002742237,0.03627027,0.00020660026,0.39496136,0.042480465,0.0055459384],"about_ca_topic_score_codex":0.0131884385,"about_ca_topic_score_gemma":0.007666399,"teacher_disagreement_score":0.45956156,"about_ca_system_score_codex":0.0013751073,"about_ca_system_score_gemma":0.0017700819,"threshold_uncertainty_score":0.99969286},"labels":[],"label_agreement":null},{"id":"W4406303184","doi":"10.3390/jrfm18010029","title":"Financial Literacy Among Healthcare Providers: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Business; Health care; Systematic review; Literacy; Health literacy; MEDLINE; Finance; Psychology; Economics; Political science; Economic growth; Pedagogy","score_opus":0.012081602650020914,"score_gpt":0.2704550708763416,"score_spread":0.2583734682263207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406303184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003323909,0.9946322,0.00028464827,0.00006611876,0.0010770863,0.0034992227,0.00002925524,0.000044372355,0.0003338769],"genre_scores_gemma":[0.00007752209,0.99543095,0.00034324895,0.0016241558,0.0016059101,0.00019696163,0.000064585656,0.00006283781,0.00059381826],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99363446,0.00023605608,0.0038344222,0.0006986806,0.0009795614,0.0006167952],"domain_scores_gemma":[0.9919196,0.00024336022,0.0061783884,0.00073606474,0.00086440914,0.00005820918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025702498,0.0009675999,0.0056301393,0.0021359345,0.00044155645,0.00063741585,0.00096664636,0.00034707217,0.00004737591],"category_scores_gemma":[0.0026314575,0.0007341459,0.001819879,0.002574091,0.00009865462,0.0015686232,0.0006620364,0.0009924332,0.0000713451],"study_design_candidate":"systematic_review","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":[0.000018073193,0.00008263185,0.00053224753,0.7514285,0.000057657806,0.00021704947,0.00003175556,3.255246e-7,1.1945651e-9,0.0041037127,0.0063048224,0.23722321],"study_design_scores_gemma":[0.0002456928,0.00002622281,0.00031796333,0.4910615,0.010916089,0.000009969663,0.0000118684475,0.0000050561275,4.6023376e-9,0.00091168785,0.49609032,0.00040359647],"about_ca_topic_score_codex":0.00019733277,"about_ca_topic_score_gemma":0.000094362884,"teacher_disagreement_score":0.48978552,"about_ca_system_score_codex":0.00020548601,"about_ca_system_score_gemma":0.0003057961,"threshold_uncertainty_score":0.99951094},"labels":[],"label_agreement":null},{"id":"W4406468520","doi":"10.1016/j.yped.2014.08.028","title":"10.1016/j.yped.2014.08.028","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Developmental psychology; Social emotional learning; Psychology","score_opus":0.005371602906438984,"score_gpt":0.16554754638627095,"score_spread":0.16017594347983197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406468520","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019960498,0.0000550608,6.1319395e-7,0.00029118403,0.000006152494,0.00022400534,0.000003964184,0.00023923806,0.97921926],"genre_scores_gemma":[0.0026585304,4.1470742e-7,0.00009018566,0.0005066718,0.0011488324,0.000017209855,0.00009127173,0.000046603476,0.9954403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984724,0.000012056236,0.00033503422,0.00040151802,0.00037290825,0.00040607987],"domain_scores_gemma":[0.99923307,0.000025443278,0.00010335047,0.00044585153,0.00016131064,0.00003100602],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002703293,0.00024534715,0.0002919039,0.00029840402,0.00020025228,0.00028091186,0.00036754133,0.00007350349,0.9977651],"category_scores_gemma":[0.00007683961,0.00023846078,0.00015146342,0.0007581385,0.00003324634,0.0007583498,0.00013122708,0.000105773855,0.99827677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010968555,0.00009541766,0.00019339974,0.000033323155,0.000016584463,0.000014439621,0.000010996899,0.000087931105,0.00005790791,0.000032082567,0.8143136,0.18503463],"study_design_scores_gemma":[0.00024112279,0.000015985774,0.0018361174,0.000031761545,0.000093345596,7.197042e-7,9.254687e-7,0.001341272,0.000009863903,0.000051447736,0.9960569,0.00032054842],"about_ca_topic_score_codex":0.00026647135,"about_ca_topic_score_gemma":0.0000037243624,"teacher_disagreement_score":0.18471408,"about_ca_system_score_codex":0.00003246295,"about_ca_system_score_gemma":0.000014352967,"threshold_uncertainty_score":0.97241485},"labels":[],"label_agreement":null},{"id":"W4406678977","doi":"10.3390/jrfm18020045","title":"Defining the Predictors of Financial Literacy for High-School Students","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Piraeus Research Centre","keywords":"Financial literacy; Mathematics education; Psychology; Business; Finance","score_opus":0.003782344782098861,"score_gpt":0.2305624246927718,"score_spread":0.22678007991067295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406678977","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":[0.98962736,0.0015716766,0.0056717503,0.00015674361,0.0016900549,0.00058077386,0.000018377468,0.000017138818,0.0006661212],"genre_scores_gemma":[0.9955479,0.00062654004,0.0013778592,0.0009289162,0.0010529456,0.000024566305,0.000010562896,0.000016956661,0.00041378906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978461,0.000028559321,0.0010390129,0.00024910833,0.00054368284,0.00029349726],"domain_scores_gemma":[0.99781084,0.0001568284,0.0011474082,0.00025985102,0.0006030591,0.00002203286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014237941,0.0002435374,0.0005286242,0.0007088235,0.00039262345,0.00027982338,0.0005843403,0.0000839818,0.000030287172],"category_scores_gemma":[0.0010541457,0.00017740519,0.00028921675,0.0009000058,0.00008425248,0.0007736661,0.00038120378,0.00024284534,0.000007730918],"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":[0.00052006595,0.00019195717,0.82235086,0.00034942132,0.00005277309,0.000016915987,0.00012636704,0.000082356455,0.000006652228,0.12578273,0.011204266,0.039315615],"study_design_scores_gemma":[0.0016922293,0.00006457216,0.82770514,0.0003712512,0.00087630446,7.6518216e-7,0.00007409264,0.00010382861,0.000021108312,0.01707007,0.15186241,0.00015819231],"about_ca_topic_score_codex":0.00014756955,"about_ca_topic_score_gemma":0.00004883136,"teacher_disagreement_score":0.14065816,"about_ca_system_score_codex":0.000045155673,"about_ca_system_score_gemma":0.0000583607,"threshold_uncertainty_score":0.72343737},"labels":[],"label_agreement":null},{"id":"W4406820606","doi":"10.1111/ecin.13275","title":"Idiosyncratic asset return and wage risk of US households","year":2025,"lang":"en","type":"article","venue":"Economic Inquiry","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; International Association for Applied Econometrics","keywords":"Economics; Wage; Asset (computer security); Systematic risk; Risk–return spectrum; Labour economics; Financial economics; Portfolio; Computer science","score_opus":0.012343073085269692,"score_gpt":0.22981335231640393,"score_spread":0.21747027923113424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406820606","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":[0.99321014,0.00020239619,0.000030584924,0.00011736188,0.0010153371,0.00014611114,0.000008471448,0.00004906477,0.005220523],"genre_scores_gemma":[0.9976677,0.000065737826,0.00011613074,0.0006767517,0.0008138747,0.0000072239804,0.000028306024,0.000017083974,0.0006072432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989467,0.000018131017,0.00045721736,0.00031578174,0.000067553185,0.00019459656],"domain_scores_gemma":[0.9991783,0.0000593822,0.00035274078,0.00035475983,0.000046210436,0.000008625931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053469744,0.00016459145,0.0003509577,0.00027910393,0.00013364104,0.00013638951,0.00018544537,0.00008217316,0.0002679901],"category_scores_gemma":[0.00011921594,0.00016489063,0.000106156454,0.0002054555,0.00011606358,0.00067147805,0.00020685559,0.00010754838,0.0001256908],"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":[0.000025485737,0.000020820798,0.9741681,0.00011057091,0.000041389867,0.0000026165512,0.00006952846,0.00005406496,0.00015587191,0.00520881,0.019304313,0.0008384062],"study_design_scores_gemma":[0.00081174,0.000013828443,0.91773164,0.00013447725,0.00042451805,6.2035207e-7,0.0001534157,0.017283872,0.00036842574,0.005979663,0.05674707,0.00035074507],"about_ca_topic_score_codex":0.00093511655,"about_ca_topic_score_gemma":0.00035791437,"teacher_disagreement_score":0.056436498,"about_ca_system_score_codex":0.000048266586,"about_ca_system_score_gemma":0.000030957388,"threshold_uncertainty_score":0.6724045},"labels":[],"label_agreement":null},{"id":"W4406856342","doi":"10.1111/obes.12662","title":"On My Own: Boosting Financial Literacy Among Disadvantaged Youth in Peru","year":2025,"lang":"en","type":"article","venue":"Oxford Bulletin of Economics and Statistics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Citi Foundation; International Development Research Centre; Ford Foundation","keywords":"Financial literacy; Disadvantaged; Boosting (machine learning); Economics; Literacy; Political science; Economic growth; Business; Finance; Computer science","score_opus":0.007108717576064414,"score_gpt":0.21051003584804273,"score_spread":0.20340131827197833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406856342","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":[0.989874,0.000055229928,0.00043293557,0.00018456083,0.00023261816,0.00019420253,0.00011201126,0.000014421922,0.008900031],"genre_scores_gemma":[0.99466205,0.0002417947,0.002955464,0.0010688929,0.00014692608,0.000008101368,0.00016433945,0.00002019065,0.00073224946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865806,0.000012213027,0.00065208174,0.00034933042,0.0000659575,0.00026236757],"domain_scores_gemma":[0.9991046,0.00019954347,0.0003684274,0.00020569602,0.00010748732,0.00001422013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486683,0.00021537417,0.0004224959,0.00035807843,0.0001505136,0.00019848239,0.00016086246,0.00007425902,0.00022260589],"category_scores_gemma":[0.00063558045,0.00022406802,0.00006639822,0.00018477268,0.00009655754,0.00014599602,0.00016437403,0.00015262455,0.000012967082],"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":[0.00017706516,0.00011713431,0.5918064,0.0002733181,0.000011968271,0.000010737643,0.00018878645,0.0005798101,0.0000028933457,0.39275727,0.0024297615,0.011644852],"study_design_scores_gemma":[0.0028622593,0.00009059619,0.62551606,0.0007971358,0.0003020618,3.403001e-7,0.000507715,0.073940955,0.00002016642,0.059945688,0.23508243,0.0009345941],"about_ca_topic_score_codex":0.00087550934,"about_ca_topic_score_gemma":0.0005549952,"teacher_disagreement_score":0.3328116,"about_ca_system_score_codex":0.000039317216,"about_ca_system_score_gemma":0.000029275927,"threshold_uncertainty_score":0.9137228},"labels":[],"label_agreement":null},{"id":"W4407044538","doi":"10.1108/ijbm-05-2024-0264","title":"An examination of financial vulnerability among the AAPI population in the United States","year":2025,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Vulnerability (computing); Population; Marketing; Finance; Environmental health; Medicine; Computer security","score_opus":0.009219986302379366,"score_gpt":0.26266006430468075,"score_spread":0.2534400780023014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407044538","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":[0.9978054,0.000030744355,0.00017365192,0.00074140663,0.00039098703,0.00011595406,0.0000021209773,0.000006395202,0.00073331513],"genre_scores_gemma":[0.99859786,0.000013975634,0.0000841271,0.000708798,0.0004831068,0.0000032087808,0.000083204424,0.0000056901677,0.000020023454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980593,0.00029845609,0.0007782328,0.0001206432,0.0006305699,0.00011282721],"domain_scores_gemma":[0.99730796,0.0005593739,0.00089093373,0.00015031037,0.0010869239,0.0000044994936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070303488,0.00010420885,0.00016682105,0.00076236477,0.00011756242,0.0002005537,0.00064389926,0.000043692347,0.00009660619],"category_scores_gemma":[0.0028527286,0.000068286805,0.000109614855,0.0008921103,0.000058847258,0.0009787134,0.00007215109,0.00022417647,9.757025e-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":[0.00018393865,0.000110755966,0.98073393,0.00003052731,0.000014745816,0.000006840223,0.00024808687,0.0027556953,0.00009349405,0.0032588884,0.00029420917,0.012268901],"study_design_scores_gemma":[0.0003076737,0.000008145386,0.96611595,0.00020704986,0.000044307988,0.0000010964224,0.00033542403,0.029382223,0.000023457069,0.002485797,0.0010285078,0.00006035099],"about_ca_topic_score_codex":0.0017216036,"about_ca_topic_score_gemma":0.0006114702,"teacher_disagreement_score":0.026626527,"about_ca_system_score_codex":0.000078940626,"about_ca_system_score_gemma":0.000026121132,"threshold_uncertainty_score":0.34151885},"labels":[],"label_agreement":null},{"id":"W4407138931","doi":"10.1111/joca.12616","title":"<scp>COVID</scp>‐19 Labor Market Shocks and Withdrawals From Retirement Accounts: Understanding the Moderating Role of Financial Knowledge","year":2025,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Economics; Coronavirus disease 2019 (COVID-19); Business; Monetary economics; Internal medicine; Medicine","score_opus":0.01421219176488555,"score_gpt":0.2420199064533502,"score_spread":0.22780771468846464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407138931","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":[0.96285325,0.009600275,0.0012404394,0.00034331667,0.00063903077,0.00035260848,0.000023679784,0.00003105246,0.024916338],"genre_scores_gemma":[0.9979705,0.00023095308,0.00033359742,0.0005988288,0.0004270014,0.0000057068532,0.00000628651,0.000022465276,0.0004046575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777776,0.00007758046,0.0010232253,0.0002795727,0.00052158785,0.0003202645],"domain_scores_gemma":[0.9972421,0.0006748328,0.0011647412,0.0002900368,0.0005917288,0.000036591668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013527777,0.00028647776,0.0006028581,0.0005170283,0.00044938293,0.0003770898,0.0004190827,0.00011848801,0.00015568503],"category_scores_gemma":[0.0016976435,0.00021660395,0.00021160369,0.00083689246,0.0001903864,0.0009798367,0.00027118583,0.00032998945,0.000006966135],"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":[0.00016398687,0.00014461085,0.9364522,0.00024710587,0.00020968492,0.000016279699,0.0011626444,0.000098222445,0.0015652116,0.013158633,0.0454747,0.0013066856],"study_design_scores_gemma":[0.008476642,0.00014809432,0.5254652,0.0044748764,0.0048317118,0.0000149177495,0.044231523,0.05078959,0.0010196749,0.11258281,0.24701072,0.0009542722],"about_ca_topic_score_codex":0.00026125726,"about_ca_topic_score_gemma":0.00044919527,"teacher_disagreement_score":0.41098705,"about_ca_system_score_codex":0.0001725581,"about_ca_system_score_gemma":0.00032059994,"threshold_uncertainty_score":0.8832853},"labels":[],"label_agreement":null},{"id":"W4407304854","doi":"10.2139/ssrn.5070116","title":"Making stablecoins stable(r): Can regulation help?","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Business","score_opus":0.018365978247943386,"score_gpt":0.25502348551472953,"score_spread":0.23665750726678614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407304854","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":[0.8938626,0.011488129,0.02121561,0.005823404,0.007670013,0.0025308337,0.000091520415,0.00091229216,0.056405578],"genre_scores_gemma":[0.9788858,0.0011859459,0.00028651996,0.0009559249,0.004233995,0.000026426835,0.00033457336,0.00008051534,0.01401029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99444073,0.00006352057,0.0009905329,0.0007345739,0.00085233577,0.0029183186],"domain_scores_gemma":[0.9971313,0.000040519742,0.0013834346,0.0006439174,0.0007787029,0.000022127524],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027792868,0.00059796136,0.00072376407,0.0013269731,0.0007520393,0.0011063484,0.0008994209,0.0003539435,0.0005179803],"category_scores_gemma":[0.00024835442,0.0006086577,0.00048533583,0.0010317281,0.000047862013,0.0008613964,0.0009686091,0.0038602166,0.00009081923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003136671,0.00028169173,0.22101077,0.0010309343,0.00072015164,0.000033179014,0.00021215441,0.0095561,0.00025967573,0.734537,0.008870186,0.023174498],"study_design_scores_gemma":[0.0010074716,0.00003595567,0.01658466,0.001362734,0.0013516545,0.00002428474,0.00066508545,0.01547409,0.00004172243,0.865208,0.09685676,0.0013875614],"about_ca_topic_score_codex":0.0021950994,"about_ca_topic_score_gemma":0.018646352,"teacher_disagreement_score":0.20442611,"about_ca_system_score_codex":0.0027368343,"about_ca_system_score_gemma":0.0037025895,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W4407331528","doi":"10.1093/9780197699157.003.0004","title":"Objective and Subjective Financial Knowledge among Emerging Adults","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Finance","score_opus":0.006351496810044263,"score_gpt":0.20630618799416817,"score_spread":0.1999546911841239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407331528","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024241757,0.00079451635,0.000046227487,0.00004706506,0.00065017067,0.00071802945,0.000016270966,0.00023565862,0.9732503],"genre_scores_gemma":[0.18161894,0.00018061929,0.000118721044,0.000717374,0.002770952,0.000043996915,0.00023855998,0.0001154616,0.8141954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748325,0.000009165604,0.0006372629,0.0010618774,0.00036776572,0.00044067763],"domain_scores_gemma":[0.9980741,0.00009941263,0.00052439474,0.00042544218,0.00085133925,0.000025322495],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002900832,0.0007411053,0.0008670455,0.0012610768,0.00043129083,0.00027238767,0.00030700007,0.0004573004,0.0014773859],"category_scores_gemma":[0.00023255043,0.00072757015,0.00036683443,0.00036113887,0.00019088102,0.00094825245,0.00053453684,0.00051029207,0.00045161165],"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":[0.00030403107,0.0000906936,0.106125996,0.0010803122,0.00016877166,0.00007259948,0.000573509,0.000003428302,0.0000052742002,0.8281826,0.043037936,0.020354893],"study_design_scores_gemma":[0.0023258976,0.00006562343,0.23407443,0.004965206,0.0021305517,0.0000021046926,0.00024135216,0.0041737636,0.00002742143,0.07011587,0.6784652,0.0034125757],"about_ca_topic_score_codex":0.0014908892,"about_ca_topic_score_gemma":0.008201973,"teacher_disagreement_score":0.7580667,"about_ca_system_score_codex":0.00013305101,"about_ca_system_score_gemma":0.00010944417,"threshold_uncertainty_score":0.99951756},"labels":[],"label_agreement":null},{"id":"W4407370792","doi":"10.2139/ssrn.5132944","title":"Extreme Weather and Low-Income Household Finance: Evidence from Payday Loans","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Government of Canada; Bank of Canada","funders":"","keywords":"Business; Economics; Low income; Finance; Demographic economics","score_opus":0.02078158437867282,"score_gpt":0.23206493163627104,"score_spread":0.21128334725759823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407370792","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":[0.9725409,0.022650095,0.0014962353,0.00078021636,0.001152735,0.00042116066,0.000029703979,0.00014236935,0.00078654895],"genre_scores_gemma":[0.96987385,0.019842576,0.00020691626,0.0006510647,0.0032378598,0.000028805724,0.00006053328,0.000077599856,0.006020827],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9950884,0.0000671689,0.0009165686,0.0009790807,0.00074667676,0.0022021283],"domain_scores_gemma":[0.99767035,0.00013429973,0.0010408865,0.00077644794,0.00034920697,0.00002881646],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020385212,0.000692972,0.00087142107,0.0006940435,0.0004731204,0.000929194,0.0010858782,0.0003956066,0.00023130914],"category_scores_gemma":[0.00031269222,0.0006348618,0.00046552156,0.00062759226,0.00010385809,0.0011917904,0.0012657904,0.003840807,0.00009576761],"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":[0.00033009137,0.0002156037,0.93907535,0.0006034502,0.0005346844,0.000081506085,0.00024051717,0.0010677683,0.0003318548,0.0407288,0.0021006067,0.014689772],"study_design_scores_gemma":[0.0020000553,0.00007888343,0.20075487,0.009855767,0.002586257,0.000030719337,0.00042778562,0.010881886,0.00006356998,0.7510977,0.01958773,0.0026348263],"about_ca_topic_score_codex":0.003094103,"about_ca_topic_score_gemma":0.0037560693,"teacher_disagreement_score":0.73832047,"about_ca_system_score_codex":0.0008013133,"about_ca_system_score_gemma":0.001419588,"threshold_uncertainty_score":0.99961025},"labels":[],"label_agreement":null},{"id":"W4408196937","doi":"10.3390/ijfs13010044","title":"The Effects of Financial Knowledge, Skill, and Self-Assessed Knowledge on Financial Well-Being, Behavior, and Objective Situation","year":2025,"lang":"en","type":"article","venue":"International Journal of Financial Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finance; Financial analysis; Strategic financial management; Accounting management; Indirect finance; Financial ratio; Business; Accounting; Marketing","score_opus":0.006074793268164097,"score_gpt":0.2807235821373893,"score_spread":0.27464878886922517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408196937","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":[0.98793495,0.005463581,0.000056367913,0.00031246577,0.0036615722,0.00031320518,0.0000024965125,0.00002053265,0.002234804],"genre_scores_gemma":[0.9954179,0.0021812066,0.00008890875,0.0003675094,0.0015847342,0.000028411136,0.0000034173654,0.000014028705,0.0003138737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981683,0.0000526454,0.00079597154,0.00027943758,0.00046512097,0.00023854591],"domain_scores_gemma":[0.995813,0.00074279634,0.000834713,0.00012703372,0.002464429,0.000018026349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007031396,0.00028810496,0.0005431575,0.0006250168,0.00052007684,0.00016837077,0.00037021274,0.0001148157,0.000004915791],"category_scores_gemma":[0.004481325,0.0002215708,0.00020085929,0.0005567566,0.00020949173,0.0006026226,0.00035828887,0.00027286075,0.000009763258],"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":[0.0013162602,0.0024504396,0.5841621,0.00082523195,0.00049892755,0.00015242197,0.0050635906,0.000014562059,0.00096333673,0.26467133,0.02629319,0.113588616],"study_design_scores_gemma":[0.0017243769,0.00017977465,0.9535357,0.0009496731,0.00046719832,0.0000041073845,0.000106685766,0.00009242453,0.00085337093,0.012897195,0.028957544,0.0002319488],"about_ca_topic_score_codex":0.000075737276,"about_ca_topic_score_gemma":0.0006113614,"teacher_disagreement_score":0.36937362,"about_ca_system_score_codex":0.0001692875,"about_ca_system_score_gemma":0.00024859945,"threshold_uncertainty_score":0.9035395},"labels":[],"label_agreement":null},{"id":"W4408295417","doi":"10.3390/jrfm18030145","title":"A Selective Systematic Review and Bibliometric Analysis of Gender and Financial Literacy Research in Developing Countries","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Systematic review; Political science; Psychology; Business; MEDLINE; Finance","score_opus":0.02293620829995311,"score_gpt":0.30889915539310925,"score_spread":0.2859629470931561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408295417","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":[0.8881006,0.1073955,0.0021723218,0.00024932998,0.00016675309,0.0011869837,0.000010116301,0.00001172974,0.0007066659],"genre_scores_gemma":[0.90509826,0.09305944,0.00066986715,0.0009951962,0.000084634084,0.00002389824,0.000004273612,0.000010137331,0.000054313663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973397,0.00012310254,0.0013017068,0.00032675138,0.00059605384,0.00031265977],"domain_scores_gemma":[0.99751365,0.00029805145,0.0008750209,0.0001945476,0.0010968168,0.000021939413],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0042830645,0.00022270465,0.0013177723,0.057221122,0.00024426315,0.0002601887,0.00021776182,0.000081704944,0.000009607399],"category_scores_gemma":[0.0012929857,0.00018628461,0.0001542876,0.08057246,0.000116812655,0.0008394142,0.00036146364,0.00028588565,0.0000016212624],"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":[0.00017658656,0.00012242013,0.795424,0.14164871,0.00032658532,0.000068761714,0.0004990378,0.000016850505,0.0000020144091,0.054570023,0.0009556327,0.0061894134],"study_design_scores_gemma":[0.0006428022,0.000028692724,0.9673344,0.015632292,0.0056760707,0.0000018157431,0.00012243039,0.00031168276,0.0000021383073,0.0043039024,0.005745125,0.00019863991],"about_ca_topic_score_codex":0.00023505192,"about_ca_topic_score_gemma":0.00012392267,"teacher_disagreement_score":0.17191045,"about_ca_system_score_codex":0.00008678005,"about_ca_system_score_gemma":0.00007258423,"threshold_uncertainty_score":0.95346445},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4408408746","doi":"10.3390/jrfm18030151","title":"Exploring the Relationship Between Financial Education, Financial Attitude, Financial Advice, and Financial Knowledge: Insights Through Financial Capabilities and Financial Well-Being","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Business; Financial analysis; Accounting management; Indirect finance; Geography of finance; Strategic financial management; Financial intermediary; Financial ratio; Financial plan; Financial management; Financial literacy; Accounting; Marketing; Accounting information system; Strategic planning","score_opus":0.020293701614372103,"score_gpt":0.24749646403620154,"score_spread":0.22720276242182944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408408746","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":[0.9807687,0.0057653845,0.0022207368,0.0006998692,0.004832897,0.0014318188,0.00004053789,0.00013526637,0.004104815],"genre_scores_gemma":[0.98183864,0.0034580652,0.0014622022,0.0026850514,0.009025822,0.0002185037,0.000057150097,0.000090400805,0.0011641448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992984,0.00027576284,0.0028651597,0.0014371993,0.0011329923,0.0013049025],"domain_scores_gemma":[0.994929,0.0009658437,0.0018505296,0.00084650994,0.0012355623,0.0001725418],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002383857,0.0012947154,0.0018690396,0.0019900624,0.0034851602,0.0008946712,0.0010652114,0.00062035583,0.000043790675],"category_scores_gemma":[0.009421423,0.0011533882,0.00063778757,0.0034440018,0.00084616756,0.0040047057,0.0013111059,0.0018692538,0.000050968403],"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":[0.00080421736,0.0005423727,0.5485038,0.0013561435,0.000033419667,0.00008425931,0.0039617815,0.000045992852,0.000007954471,0.33701816,0.026021224,0.081620626],"study_design_scores_gemma":[0.0017988195,0.00012068785,0.6116493,0.00095855404,0.0008497936,0.000008946613,0.00026025163,0.00004076429,0.000014875641,0.08241741,0.30110043,0.0007801818],"about_ca_topic_score_codex":0.0010306882,"about_ca_topic_score_gemma":0.0024648723,"teacher_disagreement_score":0.27507922,"about_ca_system_score_codex":0.00032030998,"about_ca_system_score_gemma":0.0015455463,"threshold_uncertainty_score":0.99998045},"labels":[],"label_agreement":null},{"id":"W4408669972","doi":"10.3390/jrfm18030167","title":"Financial Literacy, Financial Knowledge, and Financial Behaviors in OECD Countries","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Finance; Business; Financial system","score_opus":0.004192517488161395,"score_gpt":0.22984654896782572,"score_spread":0.2256540314796643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408669972","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":[0.98950183,0.00477536,0.0010864456,0.00019934817,0.001950138,0.0005703129,0.000024299932,0.00004253808,0.0018497456],"genre_scores_gemma":[0.99108994,0.0037670324,0.0009197275,0.0016384049,0.0017672861,0.00003515872,0.000017894461,0.000037414986,0.00072711636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963259,0.0000701682,0.0016575801,0.00065276114,0.00057452155,0.00071903423],"domain_scores_gemma":[0.9979235,0.00013289523,0.0009900506,0.0003495474,0.0005485546,0.000055437595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016293398,0.0005974592,0.0011022028,0.002336873,0.00060448673,0.00050974713,0.00051048456,0.00031012882,0.00009301763],"category_scores_gemma":[0.00087131653,0.00057440705,0.00032387656,0.0015418202,0.00025741878,0.001698631,0.0006640051,0.00073323894,0.000049811297],"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":[0.0009497349,0.0005650135,0.7433822,0.0007103386,0.00001423725,0.00041264915,0.0007222042,0.000036048452,0.000017387492,0.08567119,0.014658813,0.15286015],"study_design_scores_gemma":[0.0020772228,0.000068466325,0.6112146,0.0005249258,0.0004011297,0.0000054928314,0.000051293075,0.00013498873,0.000014330022,0.012796287,0.37229902,0.0004122845],"about_ca_topic_score_codex":0.00039384738,"about_ca_topic_score_gemma":0.0012178695,"teacher_disagreement_score":0.3576402,"about_ca_system_score_codex":0.00015296141,"about_ca_system_score_gemma":0.00026086564,"threshold_uncertainty_score":0.99967074},"labels":[],"label_agreement":null},{"id":"W4409071862","doi":"10.1108/ijbm-11-2024-0677","title":"From balances to behaviors: insights into credit card repayment patterns among Canadian households","year":2025,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Credit card; Business; Marketing; Report card; Advertising; Finance; Psychology; Payment","score_opus":0.006290713958372562,"score_gpt":0.23682445109268058,"score_spread":0.23053373713430803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409071862","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":[0.991679,0.00013657784,0.00016027178,0.0013214992,0.0041476027,0.000118060096,0.000012418424,0.000025633586,0.0023989482],"genre_scores_gemma":[0.99386936,0.000030786894,0.0004355981,0.0014639052,0.0038535194,0.0000069256625,0.000055849578,0.000021191752,0.00026285264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997728,0.000049062714,0.0008512809,0.00029235234,0.00081846886,0.00026082728],"domain_scores_gemma":[0.99789864,0.00014208627,0.0006174489,0.0002026484,0.0010799381,0.000059251426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009464005,0.00021200973,0.00032294155,0.0011539202,0.00016918193,0.0005623672,0.0008246925,0.00007865651,0.0004716901],"category_scores_gemma":[0.0007769481,0.00020072355,0.00022852143,0.00045367153,0.000030070229,0.00108004,0.00024676626,0.00022640252,0.00003175846],"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":[0.00011532701,0.00003798043,0.98161244,0.000020757268,0.00010548247,0.0001540678,0.00021411604,0.0001467243,0.0002502159,0.00013028503,0.01168065,0.005531968],"study_design_scores_gemma":[0.00036882033,0.000008993314,0.9312851,0.0010398675,0.00014567444,0.0000015085471,0.00028419812,0.0007135405,0.00012358782,0.00045058507,0.06537163,0.00020653334],"about_ca_topic_score_codex":0.19930643,"about_ca_topic_score_gemma":0.099736705,"teacher_disagreement_score":0.099569716,"about_ca_system_score_codex":0.000434286,"about_ca_system_score_gemma":0.00013892782,"threshold_uncertainty_score":0.91669077},"labels":[],"label_agreement":null},{"id":"W4409108500","doi":"10.3390/jrfm18040185","title":"Preventing Household Bankruptcy: The One-Third Rule in Financial Planning with Mathematical Validation and Game-Theoretic Insights","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Economics; Game theory; Mathematical economics; Actuarial science; Computer science; Econometrics; Finance","score_opus":0.00960053891830081,"score_gpt":0.21348610159879786,"score_spread":0.20388556268049704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409108500","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":[0.9915432,0.0007414115,0.0053765336,0.00015293734,0.00015752361,0.0003326663,0.0000011053132,0.000018194452,0.001676454],"genre_scores_gemma":[0.99771255,0.0003448557,0.0010334877,0.00041932307,0.0003430758,0.000012762828,0.0000029500802,0.000016133701,0.00011486559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829555,0.000048054866,0.0007231348,0.00026281227,0.0003993289,0.00027112447],"domain_scores_gemma":[0.99892515,0.000112807866,0.0006285409,0.000188738,0.00012679688,0.000017947603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011397812,0.00023106237,0.00044047963,0.00070953846,0.0002975887,0.00031559102,0.00022903658,0.000080669095,0.000012856275],"category_scores_gemma":[0.0003099392,0.00016112308,0.000092189075,0.0008543728,0.00012039243,0.0006699373,0.00023913982,0.00034952868,0.0000038914513],"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":[0.0006252613,0.00034181454,0.70392066,0.00090319884,0.000044185595,0.00012392247,0.0011392626,0.00097611756,0.000026490734,0.2624152,0.00066107913,0.028822763],"study_design_scores_gemma":[0.0018214986,0.000051734107,0.83446825,0.0016890429,0.0007042763,0.0000057696143,0.0003259269,0.001136768,0.000039327242,0.14659497,0.012867466,0.00029498406],"about_ca_topic_score_codex":0.000053441912,"about_ca_topic_score_gemma":0.000050771414,"teacher_disagreement_score":0.13054754,"about_ca_system_score_codex":0.00004066292,"about_ca_system_score_gemma":0.000033577853,"threshold_uncertainty_score":0.6570409},"labels":[],"label_agreement":null},{"id":"W4409151675","doi":"10.2478/irfc-2024-0007","title":"What does numeracy add? Exploring financial literacy, numeracy and other skills amongst low-income adults in Canada and the UK","year":2024,"lang":"en","type":"article","venue":"International Review of Financial Consumers","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Numeracy; Financial literacy; Low income; Literacy; Adult literacy; Psychology; Medical education; Demographic economics; Business; Finance; Pedagogy; Economics; Medicine","score_opus":0.006873114615580379,"score_gpt":0.2352222266961703,"score_spread":0.22834911208058992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409151675","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":[0.95362645,0.041539118,0.0000060804437,0.0012258352,0.0026756823,0.00057659834,0.00004551882,0.000023522998,0.00028118485],"genre_scores_gemma":[0.96292055,0.031561993,0.000055120756,0.0046245605,0.00048904977,0.00012400448,0.000042067135,0.000030623723,0.0001520411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974929,0.000046314814,0.001003775,0.0005214611,0.0006221197,0.0003134212],"domain_scores_gemma":[0.99856263,0.00039508648,0.00039305547,0.00025344314,0.00036635884,0.000029446552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007761493,0.00033421718,0.0006305702,0.00033774128,0.000116879426,0.00044571047,0.0003930393,0.000053347558,0.0005998752],"category_scores_gemma":[0.0015796999,0.00023175693,0.00017842477,0.0006785051,0.00019132333,0.0024429099,0.00026577548,0.00028162872,0.00003059683],"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":[0.00027121088,0.000054376735,0.7815396,0.0060439147,0.000051420055,0.00011425691,0.0005311027,0.0000033888457,0.0000088222905,0.02354999,0.0015858996,0.18624596],"study_design_scores_gemma":[0.0020427266,0.000011767027,0.66057646,0.06535002,0.00026276518,0.000011000251,0.00014609432,0.0020084367,0.000037589834,0.0023145813,0.26647887,0.0007596853],"about_ca_topic_score_codex":0.41799694,"about_ca_topic_score_gemma":0.4545899,"teacher_disagreement_score":0.26489297,"about_ca_system_score_codex":0.00016549557,"about_ca_system_score_gemma":0.000399059,"threshold_uncertainty_score":0.94507736},"labels":[],"label_agreement":null},{"id":"W4409289462","doi":"10.2139/ssrn.5191669","title":"On the Implementation of a Progressive Consumption Tax","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Consumption (sociology); Consumption tax; Economics; Business; Tax reform; Public economics; Indirect tax; Art; Aesthetics","score_opus":0.012763932355077392,"score_gpt":0.2822899884494364,"score_spread":0.26952605609435903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409289462","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":[0.9947856,0.0013157923,0.0003706124,0.001346175,0.0005367903,0.00073376705,0.00001654648,0.000035580182,0.00085910625],"genre_scores_gemma":[0.99709827,0.00071892596,0.000028016917,0.00052168,0.0007851435,0.000051667746,0.000103690385,0.000020078302,0.0006725322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973781,0.000061870065,0.00064329006,0.00032003663,0.00055900577,0.0010376878],"domain_scores_gemma":[0.99754316,0.00007613779,0.0015384345,0.00034560682,0.00048904185,0.000007608557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019478088,0.00029264324,0.00036066148,0.0005157574,0.00030655388,0.00025178108,0.00054436753,0.00013102876,0.00062518386],"category_scores_gemma":[0.0001433103,0.00021211148,0.00033288263,0.00035268953,0.00006436347,0.0002770411,0.00036680006,0.0019040608,0.00006385036],"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":[0.00012825352,0.00010206461,0.108238645,0.00025509312,0.00029561642,0.0000036644685,0.00009849666,0.00013642742,0.000053955253,0.87923944,0.0025810194,0.008867322],"study_design_scores_gemma":[0.0012218265,0.000101247264,0.033432238,0.0010576199,0.0012753678,0.000010158888,0.0015702802,0.0012847397,0.00020937092,0.95553184,0.0037099605,0.0005953727],"about_ca_topic_score_codex":0.0006649412,"about_ca_topic_score_gemma":0.0019995896,"teacher_disagreement_score":0.07629237,"about_ca_system_score_codex":0.0005166438,"about_ca_system_score_gemma":0.001083419,"threshold_uncertainty_score":0.8649655},"labels":[],"label_agreement":null},{"id":"W4409607302","doi":"10.3390/jrfm18040219","title":"Financial Literacy and Leadership Skills Among Healthcare Professionals in Greece","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Health professionals; Health care; Business; Medical education; Psychology; Finance; Nursing; Medicine; Economics; Economic growth","score_opus":0.011616366603538068,"score_gpt":0.2518409145108145,"score_spread":0.2402245479072764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409607302","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":[0.9935415,0.0032195353,0.00044350882,0.0011939763,0.00071400707,0.00041324587,0.0000051459897,0.000018243974,0.00045085096],"genre_scores_gemma":[0.9938011,0.00073706266,0.0006196765,0.0033842435,0.00063306076,0.000013877324,0.000006957953,0.000015978008,0.0007880418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780154,0.000060178714,0.0009634952,0.00035740586,0.00040474292,0.00041261385],"domain_scores_gemma":[0.9986842,0.0000950602,0.0007333789,0.00019498673,0.0002626298,0.000029739458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012102169,0.0002839694,0.0005822553,0.0014073433,0.00030253865,0.00023265752,0.00025390735,0.00014119815,0.000028406768],"category_scores_gemma":[0.0004745686,0.00025002527,0.00013875843,0.0012417288,0.00010713384,0.001261508,0.00031377477,0.0004670348,0.000007986629],"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":[0.00021081007,0.00021529257,0.8744361,0.00066691556,0.000008234406,0.00013149048,0.00040199308,0.000009772886,0.0000020052582,0.03177113,0.0036719237,0.08847434],"study_design_scores_gemma":[0.001372242,0.000031841024,0.9384606,0.0013754949,0.00015504826,0.0000019796037,0.0002938393,0.0001597087,0.0000037188433,0.020580122,0.037328612,0.00023677794],"about_ca_topic_score_codex":0.00041377122,"about_ca_topic_score_gemma":0.0005612696,"teacher_disagreement_score":0.08823757,"about_ca_system_score_codex":0.00006443382,"about_ca_system_score_gemma":0.000057829566,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W4409609027","doi":"10.71374/jfar.v25.i2.31","title":"Experience from social insurance fund management models in the world","year":2025,"lang":"en","type":"article","venue":"Journal of Finance & Accounting Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Social insurance; Actuarial science; Management fee; Finance; Economics; Open-end fund; Market economy; Corporate governance; Institutional investor","score_opus":0.0764760976176393,"score_gpt":0.36519960149122,"score_spread":0.2887235038735807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409609027","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":[0.9766184,0.00074014615,0.00007208229,0.0016933883,0.0003503926,0.00027323287,0.0000026490359,0.0000128454385,0.020236842],"genre_scores_gemma":[0.9959323,0.00014345717,0.00035283295,0.0012315037,0.0011578694,0.00003280872,0.0000041037915,0.00001759451,0.0011275301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963317,0.00009217752,0.0009458449,0.0003653657,0.0016232829,0.0006416534],"domain_scores_gemma":[0.99776846,0.0003100982,0.0005712668,0.00038739672,0.00095553766,0.0000072534076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004287375,0.00021204665,0.0004207992,0.0017597297,0.000666894,0.0008810119,0.0015825897,0.0000761391,0.0000678616],"category_scores_gemma":[0.00027740293,0.00016509065,0.00019926977,0.005252794,0.00019259674,0.0025946887,0.000437445,0.00090593053,0.00004481347],"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":[0.0003955022,0.0003881981,0.86612046,0.00022538424,0.00003893851,0.00028690937,0.0015073773,0.000880515,0.00030941708,0.08213573,0.030421287,0.017290274],"study_design_scores_gemma":[0.0009376605,0.000009788539,0.87190205,0.0008425551,0.000040038518,0.0000010809963,0.0015149302,0.0038871001,0.000051379786,0.034593005,0.08598428,0.00023614094],"about_ca_topic_score_codex":0.00095645536,"about_ca_topic_score_gemma":0.0008479765,"teacher_disagreement_score":0.055563,"about_ca_system_score_codex":0.00015899884,"about_ca_system_score_gemma":0.0000771266,"threshold_uncertainty_score":0.8495618},"labels":[],"label_agreement":null},{"id":"W4409956423","doi":"10.47672/ajf.2685","title":"How Do Americans Budget for Retirement? Behavioral Biases and the Role of Financial Literacy in Income Sustainability","year":2025,"lang":"en","type":"article","venue":"American Journal of Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadiana.org","funders":"","keywords":"Financial literacy; Sustainability; Behavioral economics; Literacy; Economics; Business; Finance; Economic growth","score_opus":0.0071810013136362925,"score_gpt":0.2689190914244408,"score_spread":0.2617380901108045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409956423","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":[0.9962314,0.0010081757,0.00022776016,0.0019270647,0.00012117509,0.00038311162,0.000008929463,0.000006788151,0.00008561695],"genre_scores_gemma":[0.99805534,0.00012626172,0.0010449216,0.00044460877,0.00018195936,0.000029505884,0.0000039211136,0.000012881616,0.00010057496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983059,0.000059808623,0.00078284426,0.0002562307,0.00028480665,0.00031039893],"domain_scores_gemma":[0.9968927,0.0003017957,0.0014657241,0.00029429214,0.0010332192,0.000012281044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009357001,0.00021289542,0.0007874218,0.0005261761,0.00013712858,0.00019034783,0.00040804193,0.00003530569,0.0000059558665],"category_scores_gemma":[0.0015841277,0.00016027527,0.0002544835,0.0017433754,0.0008094361,0.0008905109,0.00014942593,0.00020556519,3.2413186e-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":[0.0011017766,0.00017361727,0.8569577,0.00009903151,0.000011237086,0.00000837787,0.0002930495,0.0000494022,0.00007259085,0.016460482,0.00019892535,0.12457383],"study_design_scores_gemma":[0.003190539,0.0003399841,0.92194027,0.00065515324,0.00030754163,0.000002998937,0.0018478099,0.0017151562,0.00018428695,0.02872686,0.040741563,0.00034786208],"about_ca_topic_score_codex":0.0014704897,"about_ca_topic_score_gemma":0.00014006089,"teacher_disagreement_score":0.12422597,"about_ca_system_score_codex":0.00009578334,"about_ca_system_score_gemma":0.00017183107,"threshold_uncertainty_score":0.65358365},"labels":[],"label_agreement":null},{"id":"W4410004125","doi":"10.3390/jrfm18050240","title":"The Effect of Different Saving Mechanisms in Pension Saving Behavior: Evidence from a Life-Cycle Experiment","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Economics; Psychology; Finance","score_opus":0.007207007171409327,"score_gpt":0.23365217774835328,"score_spread":0.22644517057694397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410004125","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":[0.9944545,0.002751377,0.0014506688,0.000081131555,0.0007112697,0.00042650095,0.0000014066179,0.000010686551,0.00011248112],"genre_scores_gemma":[0.99769825,0.0015736775,0.00032903213,0.00010201663,0.00022228755,0.000025241829,0.0000020537807,0.00001320196,0.000034257275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978985,0.000090223024,0.00094005134,0.00027459578,0.0005200957,0.00027653624],"domain_scores_gemma":[0.998342,0.0003639833,0.0008571703,0.00028230922,0.00013178997,0.000022743767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013827478,0.00025756782,0.0005745005,0.00054751727,0.00032175938,0.00019950292,0.00037286506,0.00007098051,0.000028337754],"category_scores_gemma":[0.0006336305,0.0001738622,0.0002345029,0.0005727236,0.00005879959,0.0005338017,0.000487129,0.0002571599,0.0000041332305],"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":[0.0008519641,0.00016037696,0.8927885,0.00021250805,0.00003286932,0.00007461499,0.00023574094,0.00013096406,0.0019525297,0.006420727,0.0003559727,0.09678319],"study_design_scores_gemma":[0.0012898573,0.00011734725,0.9884463,0.0015932479,0.0006880612,4.786242e-7,0.00024962396,0.00079994794,0.00067098625,0.0043385974,0.0016167272,0.00018884534],"about_ca_topic_score_codex":0.0008828262,"about_ca_topic_score_gemma":0.0005814942,"teacher_disagreement_score":0.09659434,"about_ca_system_score_codex":0.00008983914,"about_ca_system_score_gemma":0.000018012493,"threshold_uncertainty_score":0.70898944},"labels":[],"label_agreement":null},{"id":"W4410012227","doi":"10.1016/j.jbef.2025.101049","title":"Gamified risk-taking","year":2025,"lang":"en","type":"article","venue":"Journal of Behavioral and Experimental Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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 Calgary; The Scarborough Hospital","funders":"Canadian Securities Institute Research Foundation","keywords":"Economics; Business; Risk analysis (engineering); Psychology","score_opus":0.01765385741503856,"score_gpt":0.28784466583408014,"score_spread":0.2701908084190416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410012227","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":[0.99611914,0.0020597114,0.000026690059,0.00006950307,0.00052135246,0.00007535281,0.0000012808325,0.000014265526,0.0011127086],"genre_scores_gemma":[0.9983351,0.00007182773,0.00050527556,0.0003292765,0.00031748464,0.0000034772052,0.0000027690394,0.00000972506,0.0004250261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894214,0.000009649726,0.0004749875,0.00016748381,0.00022043966,0.00018528748],"domain_scores_gemma":[0.9985899,0.0000114726,0.0011243251,0.000119239885,0.00014488045,0.000010205272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022496564,0.00015940846,0.00030264983,0.000276648,0.00021973882,0.00016010582,0.00017549956,0.000054248507,0.000117589276],"category_scores_gemma":[0.000031162905,0.00013521226,0.0001511656,0.00039775457,0.00006502464,0.0009081208,0.00012579813,0.00017573495,0.000017670041],"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":[0.00027231584,0.00044447798,0.96132225,0.000035906764,0.00001345471,0.0000749305,0.00020193378,0.000031779295,0.01929781,0.0061820964,0.003332518,0.008790552],"study_design_scores_gemma":[0.0027134325,0.00018930055,0.9080327,0.000609181,0.00046202753,0.000020861187,0.0011234938,0.0010753251,0.024745254,0.0016450695,0.05878998,0.00059334235],"about_ca_topic_score_codex":0.00042977827,"about_ca_topic_score_gemma":0.000022503906,"teacher_disagreement_score":0.05545746,"about_ca_system_score_codex":0.000043558695,"about_ca_system_score_gemma":0.000018902409,"threshold_uncertainty_score":0.5513796},"labels":[],"label_agreement":null},{"id":"W4410160630","doi":"10.3390/jrfm18050254","title":"What Do Children with Above-Average Abilities Understand About Financial Literacy?","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Psychology; Mathematics education; Developmental psychology; Economics; Finance","score_opus":0.004031040505564821,"score_gpt":0.20217063896824114,"score_spread":0.19813959846267631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410160630","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":[0.98577714,0.0053326148,0.0047684065,0.0001940112,0.0012571276,0.00048309515,0.000010240464,0.000040110754,0.0021372405],"genre_scores_gemma":[0.9884381,0.0073000225,0.00083985954,0.0014631527,0.0011494001,0.0000090140375,0.00001381243,0.000028569897,0.0007580529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997559,0.00003582118,0.0009044004,0.0004374925,0.000614992,0.0004482842],"domain_scores_gemma":[0.99820304,0.00007124555,0.00084852456,0.0003538012,0.00048642015,0.000036996826],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008671567,0.00040725025,0.0006661305,0.0010830765,0.00051133946,0.0013844391,0.0004008366,0.00012085864,0.00009220255],"category_scores_gemma":[0.00019542221,0.000326508,0.00026501578,0.0011905937,0.0001741227,0.0031207826,0.00029109966,0.00039475027,0.000018387254],"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":[0.0008140809,0.00026095763,0.7591152,0.00036109972,0.000087977656,0.000115139555,0.000655605,0.00024677126,0.0000033497208,0.10674475,0.0049792845,0.12661575],"study_design_scores_gemma":[0.0022054177,0.00008876963,0.8253192,0.001158932,0.0006950941,0.000007200583,0.0005277644,0.00010374268,0.000006880912,0.02192662,0.14754917,0.00041126454],"about_ca_topic_score_codex":0.00017350748,"about_ca_topic_score_gemma":0.00017643091,"teacher_disagreement_score":0.14256988,"about_ca_system_score_codex":0.00010413145,"about_ca_system_score_gemma":0.000077587625,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W4410173054","doi":"10.1596/2847","title":"Strengthening Caribbean Pensions : Improving Equity and Sustainability","year":2010,"lang":"en","type":"book","venue":"World Bank eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Sustainability; Intergenerational equity; Natural resource economics; Business; Economics; Development economics; Political science; Ecology","score_opus":0.013125294454295963,"score_gpt":0.23932358086212502,"score_spread":0.22619828640782905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410173054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033753663,0.00023416002,0.000028377654,0.0003331345,0.0009885242,0.0013100194,0.000027998689,0.00047565662,0.9628485],"genre_scores_gemma":[0.37989107,0.0000022158004,0.00023730517,0.0009209301,0.0027795448,0.0000407391,0.0002646974,0.00014802592,0.6157155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639297,0.000025251022,0.0008849112,0.0011336124,0.00075900636,0.0008042271],"domain_scores_gemma":[0.99688303,0.00016989476,0.0008946285,0.0010756326,0.000918119,0.00005868864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00113167,0.0007689393,0.000911028,0.0010881893,0.0008731047,0.0009923119,0.0006465004,0.00040197218,0.00064295926],"category_scores_gemma":[0.0005786899,0.0007604321,0.00038114737,0.0002364955,0.00036027288,0.0005163413,0.003186946,0.0014194521,0.00009143259],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026209306,0.0001861352,0.080800325,0.006074114,0.00021604932,0.00034772107,0.0006366043,0.000016594267,0.0009120578,0.5967023,0.09212917,0.22171685],"study_design_scores_gemma":[0.0005004689,0.000013835195,0.0051225726,0.00029639306,0.00090930774,0.0000025744616,0.00005581578,0.0011465136,0.000023194074,0.07738933,0.9133065,0.0012335134],"about_ca_topic_score_codex":0.0021139218,"about_ca_topic_score_gemma":0.018016221,"teacher_disagreement_score":0.8211773,"about_ca_system_score_codex":0.00032465917,"about_ca_system_score_gemma":0.00047255596,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W4410184814","doi":"10.1002/iir.1565","title":"Are all debtors the same? Personal insolvency and debtors' profiles in Chile","year":2025,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insolvency; Business; Foreclosure; Financial system; Finance","score_opus":0.0220400571396205,"score_gpt":0.28323677651955714,"score_spread":0.26119671937993666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410184814","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":[0.80369115,0.12963772,0.000026943442,0.026963865,0.002054603,0.0017831497,0.000030125277,0.00014728804,0.03566518],"genre_scores_gemma":[0.9518921,0.017098807,0.00011803564,0.028245721,0.0007318643,0.00020839709,0.00013625977,0.00002808755,0.0015407789],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829334,0.000034676883,0.0006150382,0.00040694937,0.00040806667,0.00024194397],"domain_scores_gemma":[0.99897265,0.00007951703,0.00043225117,0.00023174963,0.00027103053,0.000012799074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776606,0.0002469508,0.00038009853,0.00034944256,0.00014333047,0.0001871563,0.00053149235,0.00006289441,0.0007723606],"category_scores_gemma":[0.0006811716,0.0001822468,0.00018498597,0.0007659506,0.00008404081,0.00073655404,0.00029386667,0.00023212243,0.00013947785],"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":[0.00001557655,0.00012791523,0.952654,0.0010537226,0.00004596781,0.000014557638,0.000060406535,0.0000022883191,0.000019613306,0.021144565,0.01947551,0.005385886],"study_design_scores_gemma":[0.00026112262,0.000004479224,0.4870813,0.004699091,0.00012941369,0.000002187731,0.000051061772,0.0013140931,0.0000051102315,0.0025985206,0.5036299,0.00022369373],"about_ca_topic_score_codex":0.00054717634,"about_ca_topic_score_gemma":0.0007284746,"teacher_disagreement_score":0.48415443,"about_ca_system_score_codex":0.000082582206,"about_ca_system_score_gemma":0.00003690546,"threshold_uncertainty_score":0.8456807},"labels":[],"label_agreement":null},{"id":"W4410286875","doi":"10.2139/ssrn.5193430","title":"In the Interest of Race: Discrimination, Interest Rates and the School Bond Market","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Concordia University","funders":"","keywords":"Race (biology); Interest rate; Bond; Bond market; Economics; Sociology; Monetary economics; Gender studies; Finance","score_opus":0.009747181854914785,"score_gpt":0.2515844431717539,"score_spread":0.24183726131683908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410286875","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":[0.9761115,0.0025729074,0.00020658599,0.016409015,0.00018821981,0.0002557349,5.616693e-7,0.0000079620195,0.004247551],"genre_scores_gemma":[0.99561006,0.00081612426,0.000008089477,0.0013086391,0.00026618544,0.000008932682,0.000003739025,0.000008573324,0.0019696846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985621,0.000083033694,0.00043853893,0.00015305709,0.00017199063,0.00059129106],"domain_scores_gemma":[0.99910146,0.00016238638,0.00036884742,0.00019157787,0.0001701905,0.0000055562095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003718629,0.00014041565,0.00022630455,0.0003572682,0.00022339464,0.00030325894,0.00046381867,0.000038659207,0.00011950504],"category_scores_gemma":[0.00084080733,0.00007751674,0.00010417818,0.00069832563,0.00014657027,0.0007286695,0.00014123181,0.00082521385,0.000010860666],"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":[0.00030045063,0.00006241551,0.13626072,0.000047607926,0.000043477907,0.000002477812,0.0001412363,0.0000017824419,0.000077965524,0.85125834,0.009560107,0.0022434392],"study_design_scores_gemma":[0.003244646,0.000037466616,0.2057724,0.00035579735,0.00038758546,0.00002565675,0.007866871,0.0015509572,0.00006043607,0.7538951,0.026558554,0.00024452165],"about_ca_topic_score_codex":0.0003732988,"about_ca_topic_score_gemma":0.008408594,"teacher_disagreement_score":0.09736321,"about_ca_system_score_codex":0.0001152267,"about_ca_system_score_gemma":0.00019311409,"threshold_uncertainty_score":0.46921927},"labels":[],"label_agreement":null},{"id":"W4410380552","doi":"10.1080/10598650.2025.2487720","title":"A Child-Focused Approach to Financial Literacy: The Success of <i>Money in 10 Questions: Kids Edition</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Museum Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Money management; Literacy; Pedagogy; Psychology; Sociology; Finance; Business","score_opus":0.006940227881068919,"score_gpt":0.2515656292552084,"score_spread":0.24462540137413952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410380552","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":[0.9760113,0.000595416,0.00087699585,0.011055169,0.0022095777,0.00047563884,0.0000037414873,0.00001757082,0.008754615],"genre_scores_gemma":[0.99436826,0.000027890874,0.0009295923,0.002630577,0.0016505704,0.00003064104,0.000026776528,0.000011536816,0.0003241687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984119,0.000046108045,0.0008422168,0.00016930664,0.00036397352,0.00016651],"domain_scores_gemma":[0.9979133,0.00006387769,0.00070822705,0.00025438517,0.0010437225,0.000016475438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095809996,0.00014596683,0.0003013762,0.0011715242,0.00015537582,0.00019746233,0.0004034697,0.00006879724,0.00007988397],"category_scores_gemma":[0.0010493875,0.00011311916,0.00015335732,0.0021791859,0.00003867828,0.0012845387,0.00007423433,0.00022875384,0.000018501247],"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":[0.0006730792,0.0046829167,0.5749552,0.0008624621,0.000077739,0.000004082671,0.002312266,0.0016393053,0.0006553655,0.07504164,0.31032827,0.028767636],"study_design_scores_gemma":[0.000727615,0.00003275854,0.83569837,0.001263846,0.00024497363,0.000003938633,0.00023495474,0.0008414754,0.0001316303,0.0049105645,0.1556861,0.00022377784],"about_ca_topic_score_codex":0.0006293067,"about_ca_topic_score_gemma":0.00011991979,"teacher_disagreement_score":0.26074314,"about_ca_system_score_codex":0.00009881045,"about_ca_system_score_gemma":0.00038097173,"threshold_uncertainty_score":0.46128654},"labels":[],"label_agreement":null},{"id":"W4410454912","doi":"10.5539/jsd.v18n3p189","title":"Japan’s Pension Reforms: Assessing Challenges, Sustainability and Policy Response","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Sustainability; Business; Natural resource economics; Economics; Public economics; Finance; Biology; Ecology","score_opus":0.013046106614076318,"score_gpt":0.2671913855407827,"score_spread":0.2541452789267064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410454912","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":[0.98836386,0.0014134896,0.00008659318,0.0069566197,0.00014919543,0.00030522735,1.0586257e-7,0.000033114953,0.0026918147],"genre_scores_gemma":[0.9938138,0.00016103286,0.0008776058,0.0008691159,0.00031913005,0.000009558565,0.000003247685,0.00002115703,0.003925357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744326,0.000069692505,0.0010170067,0.00031817897,0.0005553655,0.0005965245],"domain_scores_gemma":[0.9957558,0.00012781005,0.0007600358,0.0002768149,0.003038731,0.000040820843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004393727,0.00028181713,0.00052182877,0.002190833,0.00058063696,0.00051545526,0.00030476094,0.000120618155,0.00003451943],"category_scores_gemma":[0.003256227,0.00023213292,0.00012513161,0.0013918598,0.00008839917,0.002554987,0.00055299135,0.0002883633,0.0000064937312],"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":[0.006348572,0.0016241509,0.5248627,0.008987579,0.00036872833,0.0023823183,0.00619247,0.00026535778,0.00090090564,0.33073416,0.008797055,0.108536005],"study_design_scores_gemma":[0.0009314555,0.000035403642,0.71176744,0.00031530004,0.0000899783,0.000014550112,0.02171064,0.00012678637,0.00010575263,0.0149175115,0.24970162,0.0002835678],"about_ca_topic_score_codex":0.00027838527,"about_ca_topic_score_gemma":0.00002656205,"teacher_disagreement_score":0.31581664,"about_ca_system_score_codex":0.0016473737,"about_ca_system_score_gemma":0.0018755723,"threshold_uncertainty_score":0.94661057},"labels":[],"label_agreement":null},{"id":"W4410519329","doi":"10.3390/jrfm18050283","title":"Assessing the Relative Financial Literacy Levels of Micro and Small Entrepreneurs: Preliminary Evidence from 13 Countries","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Business; Literacy; Economics; Finance; Economic growth","score_opus":0.015896811589545055,"score_gpt":0.25631522211057955,"score_spread":0.2404184105210345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410519329","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":[0.98341537,0.00762347,0.0073482837,0.0004459561,0.0005525052,0.000297753,0.000015376663,0.000012607839,0.0002887059],"genre_scores_gemma":[0.9931324,0.0028479309,0.0025831282,0.00066883926,0.0005612388,0.0000062841873,0.0000037086074,0.000013354684,0.00018309354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979813,0.000079244855,0.000963397,0.0003419024,0.00037637475,0.00025778505],"domain_scores_gemma":[0.99729145,0.0005740905,0.001310399,0.00027840168,0.000526049,0.000019586545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011671529,0.0002779838,0.0005475456,0.00052193605,0.0004292748,0.00054439716,0.00036559705,0.00009763155,0.00003926859],"category_scores_gemma":[0.0011258004,0.00020760845,0.00019513402,0.0006908371,0.00021262205,0.0022650291,0.0005091371,0.0003273677,0.000004507127],"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":[0.0005274191,0.00011510911,0.8874003,0.0004012757,0.000061604755,0.000081241524,0.0012237121,0.00005512356,0.00012411161,0.010556862,0.0013886276,0.09806461],"study_design_scores_gemma":[0.00074178673,0.000051219515,0.9528131,0.0019516059,0.0010151343,0.0000021520418,0.00022955255,0.00030720278,0.00011176149,0.020525433,0.022053137,0.00019792758],"about_ca_topic_score_codex":0.0005166397,"about_ca_topic_score_gemma":0.00008833097,"teacher_disagreement_score":0.097866684,"about_ca_system_score_codex":0.000041479292,"about_ca_system_score_gemma":0.000071675706,"threshold_uncertainty_score":0.8466027},"labels":[],"label_agreement":null},{"id":"W4410959486","doi":"10.3390/jrfm18060299","title":"Labor Supply as a Buffer: The Implication of Credit Constraints in the US","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Buffer (optical fiber); Business; Economics; Monetary economics; Computer science; Telecommunications","score_opus":0.004484278045118319,"score_gpt":0.22029145995543198,"score_spread":0.21580718191031367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410959486","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":[0.9937723,0.00060659193,0.00032079496,0.0011986083,0.0002932833,0.000335521,0.0000056517165,0.0000052294895,0.0034619689],"genre_scores_gemma":[0.9970476,0.0008792469,0.00013027499,0.0014915281,0.00034742284,0.00001077845,0.0000038409376,0.000005508074,0.00008380406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868447,0.00004084842,0.00061908487,0.0001432901,0.0003410976,0.00017121469],"domain_scores_gemma":[0.99880147,0.00010106031,0.000620273,0.00022710105,0.00024316012,0.000006924107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013581928,0.00013483608,0.00027039618,0.00043560742,0.0001806094,0.00013037378,0.00041152927,0.000046465822,0.0000489144],"category_scores_gemma":[0.00029332688,0.00008115437,0.00012979691,0.0010137105,0.00013275839,0.00032379225,0.00014001342,0.00020724232,0.000009057739],"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":[0.00016015266,0.0001396087,0.7706986,0.000122063095,0.000019456673,0.000027796628,0.0002761734,0.000037917376,0.00003081674,0.1693427,0.006133594,0.053011145],"study_design_scores_gemma":[0.00062638795,0.0000226095,0.8604705,0.00013657394,0.00025894106,0.0000022951447,0.00039975048,0.00008427492,0.000012125547,0.0164537,0.121459626,0.000073234274],"about_ca_topic_score_codex":0.00046924362,"about_ca_topic_score_gemma":0.00019614454,"teacher_disagreement_score":0.152889,"about_ca_system_score_codex":0.000023870369,"about_ca_system_score_gemma":0.000033096814,"threshold_uncertainty_score":0.33093792},"labels":[],"label_agreement":null},{"id":"W4411186917","doi":"10.3390/jrfm18060317","title":"Qualitatively Pre-Testing a Tailored Financial Literacy Measurement Instrument for Professional Athletes","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Psychology; Athletes; Medical education; Applied psychology; Medicine; Physical therapy; Business; Finance","score_opus":0.02211942194158631,"score_gpt":0.2662819416380481,"score_spread":0.24416251969646177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411186917","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":[0.9559266,0.0018652765,0.035905946,0.0005845321,0.0027007824,0.00168456,0.000024049246,0.000066094995,0.0012421691],"genre_scores_gemma":[0.9805803,0.00020596114,0.015664913,0.0015842456,0.0013713589,0.00010693415,0.000015310294,0.000029719431,0.00044127097],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967664,0.00006585127,0.0013578448,0.00044697153,0.00087997847,0.00048296654],"domain_scores_gemma":[0.99645454,0.00020781001,0.0013890788,0.00023305118,0.0016765773,0.00003897308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027313053,0.00039438042,0.00068432867,0.0010307358,0.00066160446,0.00035120698,0.0004004172,0.00011654538,0.000024990433],"category_scores_gemma":[0.0027344576,0.0003369566,0.00033944644,0.0011694691,0.00009256571,0.0013717486,0.0003687159,0.0003094644,0.000008271061],"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":[0.0024994751,0.00094481214,0.31876302,0.0020292834,0.00012789023,0.000055737786,0.0010512054,0.00015690378,0.00030876877,0.18972945,0.019168666,0.46516478],"study_design_scores_gemma":[0.0035058337,0.00017032956,0.6251448,0.001967436,0.0008288628,0.0000017988364,0.00026277985,0.0015970579,0.000046885478,0.05282642,0.31317025,0.00047759464],"about_ca_topic_score_codex":0.0001276599,"about_ca_topic_score_gemma":0.000050197654,"teacher_disagreement_score":0.46468717,"about_ca_system_score_codex":0.00016403852,"about_ca_system_score_gemma":0.00016432114,"threshold_uncertainty_score":0.99990827},"labels":[],"label_agreement":null},{"id":"W4411210042","doi":"10.3390/jrfm18060322","title":"Financially Savvy or Swayed by Biases? The Impact of Financial Literacy on Investment Decisions: A Study on Indian Retail Investors","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Investment (military); Business; Finance; Investment decisions; Economics; Behavioral economics; Political science","score_opus":0.02059787683820642,"score_gpt":0.2785556714953289,"score_spread":0.2579577946571225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411210042","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":[0.99633634,0.00046824935,0.0001833627,0.00017819258,0.0006364855,0.0010528932,0.000032719807,0.000021532605,0.0010901963],"genre_scores_gemma":[0.99544305,0.00069743296,0.0001842799,0.0025473952,0.00055521226,0.00003652936,0.00001501666,0.000031740692,0.00048936694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99628085,0.00014250231,0.0016128833,0.00051364,0.0009631818,0.00048692743],"domain_scores_gemma":[0.9964854,0.0005153835,0.0017869857,0.0006444809,0.0005083587,0.000059354094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001906902,0.0005494623,0.0009545292,0.0016931812,0.0006118149,0.00035311436,0.0007706058,0.00014603288,0.00008582137],"category_scores_gemma":[0.003689511,0.0003369745,0.00056471594,0.0024606,0.0001567212,0.0007448454,0.0003885009,0.00058497617,0.000026855754],"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":[0.0076011466,0.0046862243,0.6369725,0.00018692968,0.00025945136,0.00055935356,0.002183505,0.00082298374,0.000038040358,0.01890886,0.11463436,0.21314667],"study_design_scores_gemma":[0.0033412457,0.001441194,0.9237676,0.0011605835,0.0006643607,0.0000024352803,0.00037986357,0.00015061087,0.000023803655,0.006192585,0.062477227,0.0003984636],"about_ca_topic_score_codex":0.0008095455,"about_ca_topic_score_gemma":0.00028140523,"teacher_disagreement_score":0.28679514,"about_ca_system_score_codex":0.00021379114,"about_ca_system_score_gemma":0.0002499167,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W4411288028","doi":"10.1111/1911-3846.13053","title":"The effects of overwithholding and retroactive savings options on retirement savings: An experimental analysis","year":2025,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics","score_opus":0.03111712105873849,"score_gpt":0.33191047771246973,"score_spread":0.30079335665373125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411288028","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":[0.98724633,0.0019617658,0.000013364982,0.000440712,0.00021774002,0.000731057,0.0000029647094,0.000073223164,0.0093128355],"genre_scores_gemma":[0.99833053,0.000061024948,0.000068103895,0.00033116015,0.00025880948,0.000087387154,0.000044347526,0.000029118764,0.00078951125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967999,0.00017012923,0.0006344367,0.0007360275,0.0011159197,0.0005435717],"domain_scores_gemma":[0.9969866,0.0010107361,0.000399364,0.00077085383,0.00080468017,0.000027738372],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003535126,0.00028740196,0.0004923763,0.0017871987,0.0017035777,0.0009559972,0.00063568604,0.00011375904,0.000037282778],"category_scores_gemma":[0.001866404,0.00023135499,0.00021968428,0.0040344684,0.0004130047,0.001738217,0.0007006606,0.0004870986,0.000016094764],"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":[0.00056426116,0.0004733902,0.8913911,0.00048704745,0.00045000546,0.000019559533,0.00049000373,0.000023398088,0.04102097,0.056149974,0.0076161916,0.0013140944],"study_design_scores_gemma":[0.0028457448,0.00044640014,0.9092132,0.002215899,0.00092852185,5.853848e-7,0.006615456,0.01763287,0.027649583,0.004441893,0.02689606,0.0011138177],"about_ca_topic_score_codex":0.0019848133,"about_ca_topic_score_gemma":0.0001303893,"teacher_disagreement_score":0.05170808,"about_ca_system_score_codex":0.00016572722,"about_ca_system_score_gemma":0.000097335476,"threshold_uncertainty_score":0.99959606},"labels":[],"label_agreement":null},{"id":"W4411392626","doi":"10.53762/p9zwg714","title":"10.53762/p9zwg714","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Islamic republic; Islam; Interest rate; Economics; Monetary economics; Philosophy; Theology; Physics","score_opus":0.005531506025491274,"score_gpt":0.16479481386890174,"score_spread":0.15926330784341047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411392626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04312312,0.000030425037,4.1657188e-7,0.00028919932,0.0000077852865,0.0001834506,0.0000025034417,0.00020774013,0.95615536],"genre_scores_gemma":[0.008469841,2.820334e-7,0.000079630976,0.0008619369,0.00091363984,0.000014398444,0.00006674059,0.000034673,0.9895589],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987517,0.000008136541,0.00027136537,0.0003240806,0.00031012957,0.00033458907],"domain_scores_gemma":[0.9994028,0.000014707367,0.00007357835,0.00035713203,0.00012842573,0.00002332548],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021251757,0.00019418843,0.00023321771,0.000250244,0.0001687609,0.00023258496,0.0002989879,0.000054936678,0.99287206],"category_scores_gemma":[0.000066898974,0.00018958311,0.00012057196,0.000834753,0.000024904004,0.0006488829,0.00010063241,0.00007417702,0.98986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001457501,0.00011960568,0.0005442304,0.000038606977,0.000017635284,0.000021119962,0.000010723736,0.00015642564,0.00014558237,0.000120505756,0.5998242,0.3988556],"study_design_scores_gemma":[0.00019201671,0.000012151757,0.0029672843,0.000025399395,0.00006720407,5.190636e-7,6.589884e-7,0.0015310695,0.000009240689,0.000047774287,0.9948913,0.0002553773],"about_ca_topic_score_codex":0.00025824417,"about_ca_topic_score_gemma":0.000002626121,"teacher_disagreement_score":0.39860022,"about_ca_system_score_codex":0.000025760513,"about_ca_system_score_gemma":0.000010211318,"threshold_uncertainty_score":0.77309746},"labels":[],"label_agreement":null},{"id":"W4411404547","doi":"10.1016/j.ememar.2025.101311","title":"Safety nets and investment choices","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Glycomics Centre","funders":"National Social Science Fund of China","keywords":"Investment (military); Economics; Business; Medicine; Political science","score_opus":0.008882666319885291,"score_gpt":0.2509861917005074,"score_spread":0.2421035253806221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411404547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040951513,0.51546115,0.00007299081,0.014733556,0.0011971045,0.0017191882,0.000003649052,0.00036479975,0.42549604],"genre_scores_gemma":[0.14663003,0.43186155,0.0020751162,0.37259305,0.0020825695,0.00032747394,0.00042807215,0.00016944813,0.0438327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852353,0.00003932381,0.00052726397,0.000396929,0.00024341953,0.00026952563],"domain_scores_gemma":[0.9991998,0.000055002954,0.00024090597,0.00035200786,0.00013669879,0.000015597303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009875352,0.00023692819,0.0004591064,0.0002443491,0.00025252104,0.00016301505,0.0002247974,0.000038757513,0.0012706171],"category_scores_gemma":[0.00033598646,0.00020564442,0.00013248587,0.0010360819,0.000045264114,0.00065944216,0.00031255002,0.00010587376,0.0001491094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060106267,0.00012178693,0.34022743,0.021217175,0.00015716099,0.000023476741,0.000024039602,0.0000043979953,0.000043872937,0.09065237,0.36414075,0.18332744],"study_design_scores_gemma":[0.00018240903,0.0000016047154,0.09964253,0.004636111,0.00034451354,4.1564743e-7,0.000003210904,0.00048143242,0.0000015156927,0.00089012773,0.89362895,0.00018719862],"about_ca_topic_score_codex":0.00017633966,"about_ca_topic_score_gemma":0.000055480417,"teacher_disagreement_score":0.52948815,"about_ca_system_score_codex":0.000033198725,"about_ca_system_score_gemma":0.000021514621,"threshold_uncertainty_score":0.9996424},"labels":[],"label_agreement":null},{"id":"W4411407378","doi":"10.1016/j.jpubeco.2025.105419","title":"Frames, incentives, and education: Effectiveness of interventions to delay public pension claiming","year":2025,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"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 Calgary; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Social Science Research Council","keywords":"Incentive; Economics; Public economics; Psychological intervention; Pension; Public education; Actuarial science; Microeconomics; Psychology; Finance; Economic growth","score_opus":0.023965624539875968,"score_gpt":0.273858483846638,"score_spread":0.24989285930676206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411407378","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":[0.9934198,0.0005038876,0.001398805,0.0016997819,0.0008502708,0.00017764285,0.0000018442146,0.000007635388,0.001940297],"genre_scores_gemma":[0.99783814,0.00006524494,0.0010393554,0.00055956515,0.00028113223,0.0000051337893,0.000015635287,0.000011493485,0.00018432656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985324,0.0000670078,0.0009275014,0.00019221782,0.000108251465,0.00017262057],"domain_scores_gemma":[0.99759597,0.00014565136,0.0009758675,0.00020999959,0.0010376362,0.000034861496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024618765,0.0001363394,0.0004320486,0.0013564083,0.00013767816,0.00044357762,0.0003005947,0.00006825633,0.00012385391],"category_scores_gemma":[0.0009443512,0.00013128674,0.00025625547,0.00065295195,0.000050436647,0.0021042866,0.00027009376,0.00015633693,0.000011328044],"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":[0.000051953157,0.00029807378,0.8059731,0.0006007837,0.00007595174,0.0000013291057,0.000030651845,0.00005640834,0.00014468392,0.17291439,0.003556683,0.01629601],"study_design_scores_gemma":[0.0009128083,0.000057457528,0.88552046,0.0013702564,0.00027197666,0.000008738688,0.00043853032,0.0010626987,0.000097968754,0.019331444,0.09065283,0.00027485483],"about_ca_topic_score_codex":0.00007524352,"about_ca_topic_score_gemma":0.00014072792,"teacher_disagreement_score":0.15358295,"about_ca_system_score_codex":0.0001451501,"about_ca_system_score_gemma":0.00024590458,"threshold_uncertainty_score":0.5353718},"labels":[],"label_agreement":null},{"id":"W4411657003","doi":"10.51847/coa5ebuy2m","title":"10.51847/COA5EbUy2m","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Futures studies; Revenue; Business; Natural resource economics; Economics; Computer science; Finance; Artificial intelligence","score_opus":0.006522264761081685,"score_gpt":0.17236840577866733,"score_spread":0.16584614101758563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411657003","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047504023,0.000031871816,4.1488377e-7,0.00029586008,0.00000806352,0.00018964404,0.0000024545106,0.0002167982,0.9517509],"genre_scores_gemma":[0.007145529,2.9711745e-7,0.00008646828,0.0009108856,0.0009268048,0.00001496453,0.00006792165,0.00003587401,0.9908112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987239,0.000008536735,0.00027525207,0.00033151195,0.0003153918,0.0003454095],"domain_scores_gemma":[0.99938464,0.00001895766,0.00007542084,0.0003648216,0.00013172688,0.000024448387],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021863637,0.00019969064,0.0002388514,0.00025638338,0.00017283877,0.0002383668,0.00030569578,0.00005662098,0.99248135],"category_scores_gemma":[0.00006909336,0.00019502315,0.0001226894,0.00085519714,0.000025868758,0.00068060507,0.00010548666,0.000076496435,0.99012566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014933982,0.00012573203,0.0004849776,0.0000403615,0.000018450413,0.000022790095,0.000010951305,0.00017384086,0.00014180747,0.00012341188,0.24226695,0.7564414],"study_design_scores_gemma":[0.00019551923,0.000012288828,0.0028855018,0.00002628249,0.00006898726,4.555862e-7,6.750089e-7,0.0015821903,0.0000063457046,0.000024099378,0.99493533,0.00026230438],"about_ca_topic_score_codex":0.0002680198,"about_ca_topic_score_gemma":0.0000026273538,"teacher_disagreement_score":0.7561791,"about_ca_system_score_codex":0.000026384456,"about_ca_system_score_gemma":0.000010889739,"threshold_uncertainty_score":0.79528135},"labels":[],"label_agreement":null},{"id":"W4412183975","doi":"10.58459/rptel.2014.97-39","title":"PECUNIA - A LIFE SIMULATION GAME FOR FINANCE EDUCATION","year":2022,"lang":"en","type":"article","venue":"Research and Practice in Technology Enhanced Learning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Athabasca University","keywords":"Computer science; Educational game; Educational technology; Game based learning; Mathematics education; Sociology; Multimedia; Psychology","score_opus":0.041709899374211525,"score_gpt":0.38418593197865625,"score_spread":0.3424760326044447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412183975","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":[0.98770046,0.0010691594,0.0006152934,0.0040632905,0.00011489593,0.00064735994,7.771871e-7,0.00012290388,0.005665884],"genre_scores_gemma":[0.9967343,0.00014484306,0.0011268258,0.00033482935,0.00019216212,0.00047573156,0.00003924569,0.000021615131,0.0009304525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984534,0.000119741664,0.00026270957,0.00040115957,0.00036237045,0.00040062852],"domain_scores_gemma":[0.99766487,0.0012942627,0.0002545427,0.00019810078,0.0005779379,0.000010278703],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022687486,0.00010754956,0.0001722926,0.0014067506,0.00073197944,0.00013171339,0.00022113927,0.00009074277,0.00014707123],"category_scores_gemma":[0.018987987,0.0001248983,0.000027748694,0.0024163246,0.00010595888,0.0010761763,0.0003567,0.0009469467,0.000037047877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003643923,0.0016044423,0.13943018,0.00055762014,0.000049982693,0.000035804314,0.0020149737,0.09916878,0.015407881,0.121997446,0.0024326718,0.6136563],"study_design_scores_gemma":[0.0009022236,0.00029121802,0.005704977,0.000083221625,0.00003341022,0.000004354633,0.009176674,0.10373699,0.00017479667,0.04467059,0.8348824,0.00033914845],"about_ca_topic_score_codex":0.00019189232,"about_ca_topic_score_gemma":0.000050570008,"teacher_disagreement_score":0.83244973,"about_ca_system_score_codex":0.00009460511,"about_ca_system_score_gemma":0.00015106873,"threshold_uncertainty_score":0.9892755},"labels":[],"label_agreement":null},{"id":"W4412865285","doi":"10.1093/pch/pxaf072","title":"Designing a financial wellness curriculum for paediatrics residents—an educational needs assessment","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Financial literacy; Curriculum; Graduation (instrument); Medical education; Descriptive statistics; Finance; Debt; Medicine; Family medicine; Psychology; Pedagogy; Business","score_opus":0.010978454006199316,"score_gpt":0.28713637218270144,"score_spread":0.27615791817650215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412865285","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":[0.8227995,0.011474432,0.07226349,0.050713222,0.017546916,0.009133369,0.00019783157,0.0011029902,0.014768256],"genre_scores_gemma":[0.9552325,0.00049159967,0.011781115,0.016648447,0.013348489,0.00037188976,0.0013490195,0.00009508221,0.00068186433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637955,0.00007988296,0.0011248194,0.000736419,0.0007533666,0.00092598714],"domain_scores_gemma":[0.99755645,0.00028996568,0.0008544453,0.00052891724,0.00068285974,0.00008738193],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022123684,0.00043821763,0.0006233318,0.0020170566,0.0016482378,0.0003756223,0.0006356267,0.00019386197,0.00012986873],"category_scores_gemma":[0.0010156359,0.00045935134,0.00032034685,0.0044368105,0.00004495784,0.0011913143,0.0002590291,0.0004343684,0.00007321453],"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":[0.00002920145,0.0004424887,0.8160273,0.00065575144,0.000011322925,0.000001118674,0.000089057234,0.00013482924,0.0000016071192,0.13201527,0.047973726,0.0026183412],"study_design_scores_gemma":[0.0017052554,0.00007316001,0.9054124,0.00018410126,0.0003877925,9.0280986e-7,0.0002905034,0.006343612,0.0000048632855,0.02339496,0.06144423,0.000758225],"about_ca_topic_score_codex":0.0019743664,"about_ca_topic_score_gemma":0.00045571555,"teacher_disagreement_score":0.132433,"about_ca_system_score_codex":0.00043222136,"about_ca_system_score_gemma":0.0014038575,"threshold_uncertainty_score":0.99978584},"labels":[],"label_agreement":null},{"id":"W4413245412","doi":"10.2139/ssrn.5384183","title":"Search for Yield: How a Change to the Deposit Insurance Limit Affects Households' Portfolio Allocation","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Portfolio; Limit (mathematics); Yield (engineering); Portfolio allocation; Economics; Actuarial science; Business; Financial economics; Mathematics","score_opus":0.034350138708953565,"score_gpt":0.2578010903531025,"score_spread":0.22345095164414894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413245412","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":[0.9556477,0.0059919334,0.012310919,0.019388514,0.0019082172,0.0036846027,0.000030729323,0.00018731356,0.0008500449],"genre_scores_gemma":[0.9864303,0.0019831317,0.00011830483,0.0028001412,0.0053637135,0.00038243522,0.00010340081,0.00006529463,0.0027532617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959751,0.000051397503,0.00042525982,0.0006542566,0.00070819573,0.002185842],"domain_scores_gemma":[0.9979929,0.000109612825,0.0005590171,0.0006508754,0.00065506756,0.00003253463],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029212777,0.00047361877,0.0005309588,0.00068737945,0.00070510997,0.0010920255,0.0012201259,0.0002713013,0.000018342238],"category_scores_gemma":[0.00031637118,0.0003814246,0.000493807,0.0010061691,0.00003093269,0.00067927706,0.0007381835,0.0023322327,0.00004023624],"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":[0.0010261355,0.00052274653,0.68137217,0.0022380203,0.00117174,0.000030986987,0.0009165037,0.0031494487,0.00052461313,0.1691703,0.029085973,0.11079133],"study_design_scores_gemma":[0.0048540807,0.00083346776,0.5693261,0.0077361516,0.0051355883,0.00013327223,0.002304927,0.025491547,0.001446936,0.10416945,0.27264902,0.0059194523],"about_ca_topic_score_codex":0.0016139554,"about_ca_topic_score_gemma":0.008539884,"teacher_disagreement_score":0.24356304,"about_ca_system_score_codex":0.0007691017,"about_ca_system_score_gemma":0.00087372406,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W4413397958","doi":"10.1111/joca.70024","title":"Payment Preference or Necessity: Who Uses <scp>BNPL</scp> and Why","year":2025,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Preference; Business; Payment; Advertising; Marketing; Economics; Microeconomics; Finance","score_opus":0.02270936839678039,"score_gpt":0.2442235710706496,"score_spread":0.2215142026738692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413397958","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":[0.9840784,0.0024689646,0.00022282563,0.0008690832,0.0005741482,0.0001894824,0.0000023929724,0.0000373748,0.0115573425],"genre_scores_gemma":[0.99467635,0.0005442448,0.00032702446,0.001577384,0.00030727577,0.0000040943523,0.0000036811668,0.000017087337,0.002542878],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828625,0.00003208703,0.0006944348,0.00023735389,0.00046140642,0.0002884461],"domain_scores_gemma":[0.9981348,0.00029287607,0.00073149067,0.00022193418,0.0005856437,0.000033284767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054306875,0.00023757554,0.00051836914,0.00064985635,0.00022516487,0.00048608347,0.00032661358,0.00008229519,0.00020767633],"category_scores_gemma":[0.0009177413,0.0001747096,0.00015595873,0.00075932295,0.00011739403,0.0014170964,0.00023259279,0.0002370172,0.00003445098],"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":[0.00008999698,0.0001264351,0.8795237,0.0002809801,0.0001482446,0.00006404332,0.000118906944,0.000009357035,0.00029749106,0.0035062039,0.11025774,0.0055768862],"study_design_scores_gemma":[0.0015646667,0.00004928449,0.34479097,0.0010363864,0.0010063812,0.0000133150215,0.0011928384,0.0005795833,0.00037332057,0.0032143854,0.6459879,0.00019094163],"about_ca_topic_score_codex":0.00015819789,"about_ca_topic_score_gemma":0.0002473158,"teacher_disagreement_score":0.5357302,"about_ca_system_score_codex":0.000040282324,"about_ca_system_score_gemma":0.00011123958,"threshold_uncertainty_score":0.712445},"labels":[],"label_agreement":null},{"id":"W4413468190","doi":"10.3390/jrfm18080455","title":"Financial Education and Personal Finance: A Systematic Review of Evidence, Context, and Implications from the Spanish Language Academic Literature in Latin America","year":2025,"lang":"en","type":"review","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; Financial inclusion; Context (archaeology); Inclusion (mineral); Finance; Systematic review; Financial services; Business; Political science; Sociology; Social science; Geography","score_opus":0.019093219742389103,"score_gpt":0.29624590946478546,"score_spread":0.2771526897223964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413468190","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001999085,0.9959857,0.000054565688,0.00019032689,0.00021529906,0.0014215165,0.00006984036,0.0000061211954,0.000057552596],"genre_scores_gemma":[0.0017602661,0.99595606,0.00020644756,0.0011947076,0.00054822874,0.00010550567,0.00005399677,0.000017465476,0.0001573168],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9972263,0.00015545863,0.0016702139,0.00038324352,0.00035478544,0.0002100279],"domain_scores_gemma":[0.9960204,0.000525683,0.0028110237,0.00029788367,0.00032671884,0.000018321889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00119266,0.00040362278,0.0020937305,0.00062798045,0.00018047675,0.00016996851,0.00039673856,0.00019384091,0.0000118297585],"category_scores_gemma":[0.0024064067,0.0002537642,0.00033513215,0.001555593,0.000109895314,0.00056779076,0.0003144161,0.00070823886,0.0000027512788],"study_design_candidate":"systematic_review","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":[0.000021025498,0.00005751824,0.004127645,0.43795484,0.000029140225,0.00001239021,0.00047928543,1.1390627e-7,9.5347495e-8,0.0028661215,0.0033357793,0.55111605],"study_design_scores_gemma":[0.00021797123,0.000019241124,0.022472287,0.7265486,0.004291937,0.000007306394,0.00020750247,0.000009949367,2.117557e-8,0.0009487439,0.24502556,0.00025087068],"about_ca_topic_score_codex":0.0002691872,"about_ca_topic_score_gemma":0.00009779327,"teacher_disagreement_score":0.5508652,"about_ca_system_score_codex":0.00006538798,"about_ca_system_score_gemma":0.00021855555,"threshold_uncertainty_score":0.9999915},"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":"W4414061721","doi":"10.5951/mtlt.2024.0316","title":"A Lesson in Critical Financial Literacy","year":2025,"lang":"en","type":"article","venue":"Mathematics Teacher Learning and Teaching PK-12","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Financial literacy; Critical literacy; Literacy; Financial plan; Work (physics)","score_opus":0.017436405853227057,"score_gpt":0.3058292298819183,"score_spread":0.28839282402869126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414061721","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":[0.95239526,0.00022520962,0.0020087103,0.00073292473,0.00020424875,0.00019134372,5.256864e-7,0.00022515515,0.044016644],"genre_scores_gemma":[0.9894326,0.000007054884,0.0037219822,0.00048050613,0.00036210238,0.0000226782,0.000018315839,0.000036101566,0.0059186835],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981391,0.00008837006,0.00058061996,0.00045450823,0.00029024392,0.00044719607],"domain_scores_gemma":[0.99917233,0.00030672248,0.00018034785,0.0002457563,0.00007431817,0.000020501804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017723928,0.0003036163,0.00048190952,0.0006409303,0.0005228978,0.00063557946,0.00021782483,0.00015583508,0.00015690934],"category_scores_gemma":[0.0043406324,0.00029100562,0.00012349115,0.00027502864,0.00008216762,0.00070066936,0.00028170837,0.0010802976,0.000076215176],"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":[0.000028320164,0.0005680409,0.76523167,0.0009133941,0.000014018,0.000028863858,0.0031114414,0.00003848737,0.00015010183,0.2088758,0.0011335257,0.019906335],"study_design_scores_gemma":[0.0027030513,0.000067001674,0.29006857,0.0044387546,0.00060559064,0.000010673303,0.0017450311,0.21126865,0.00003066453,0.090759166,0.39653596,0.0017668825],"about_ca_topic_score_codex":0.00045569972,"about_ca_topic_score_gemma":0.00011464058,"teacher_disagreement_score":0.4751631,"about_ca_system_score_codex":0.00005796375,"about_ca_system_score_gemma":0.000029417848,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W4414145565","doi":"10.1111/joca.70025","title":"Factors and Determinants of Financial Behaviors That Undermine Financial Well‐Being: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Sociocultural evolution; Qualitative research; Government (linguistics); Strategic financial management; Cognition; Theory of planned behavior; Originality; Financial modeling; Social cognitive theory","score_opus":0.028266175038230475,"score_gpt":0.30879142639217694,"score_spread":0.28052525135394646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414145565","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":[0.9977025,0.0002986912,0.000026345118,0.00006508906,0.0005904136,0.00029464415,0.0000040836376,0.0000144432515,0.0010037892],"genre_scores_gemma":[0.99934024,0.000028158347,0.000074312484,0.00011057028,0.00016696814,0.00000423791,0.000003466139,0.000018852817,0.00025320117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769473,0.00008037635,0.0010913366,0.00027105532,0.0005683189,0.00029420145],"domain_scores_gemma":[0.9975935,0.00022895468,0.0013068942,0.00022068583,0.00061973714,0.000030179819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095897116,0.00032960484,0.00092281494,0.0010338556,0.00019788924,0.0001194972,0.0003204154,0.00011279559,0.00011211353],"category_scores_gemma":[0.00077923544,0.00026276568,0.00029348137,0.00083871966,0.0001956894,0.00097283424,0.00019653057,0.00026792972,0.0000069660878],"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":[0.00018476332,0.00040399077,0.9924451,0.000121250356,0.000040257873,0.000053574742,0.003262871,0.0000015714379,0.00009337493,0.0008131387,0.0010478927,0.0015321969],"study_design_scores_gemma":[0.0019752348,0.00014677254,0.9736898,0.00038154045,0.001148006,0.0000030009596,0.016374698,0.00005756084,0.00056038995,0.0019702604,0.0033600582,0.0003327089],"about_ca_topic_score_codex":0.0003308317,"about_ca_topic_score_gemma":0.00086043536,"teacher_disagreement_score":0.018755347,"about_ca_system_score_codex":0.000049072336,"about_ca_system_score_gemma":0.00019884467,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W4414260343","doi":"10.58840/c8dhrs57","title":"Household Consumption Under Inflationary Pressures: Insights from Emerging Markets","year":2025,"lang":"en","type":"article","venue":"OTS Canadian Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Emerging markets; Consumption (sociology); Inflation (cosmology); Welfare; Monetary policy; Econometric model; Panel data; Permanent income hypothesis","score_opus":0.014772014581988725,"score_gpt":0.2142607582361436,"score_spread":0.19948874365415487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414260343","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":[0.9846824,0.0012639292,0.000214233,0.0008139136,0.0012125312,0.00016324293,0.000011783582,0.00004357599,0.011594393],"genre_scores_gemma":[0.99403995,0.00002519898,0.00012758414,0.0031050313,0.0009851343,0.000005753742,0.000086843625,0.000022612523,0.0016018639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876106,0.000028516206,0.00039085912,0.000242947,0.00025375647,0.0003228453],"domain_scores_gemma":[0.999249,0.000047261263,0.0002265432,0.00021543438,0.00018884623,0.00007292829],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018903255,0.00018325473,0.00019777517,0.0010887329,0.00080712215,0.0007074063,0.0002614009,0.00009814193,0.002168403],"category_scores_gemma":[0.000106856525,0.00018437853,0.00011057089,0.0005358594,0.000055680386,0.0012411154,0.000044459866,0.00026312124,0.00016041576],"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":[0.000021406471,0.000011902871,0.94071215,0.000028058666,0.00005852222,0.00008860134,0.00005919509,0.0006935985,0.00010056043,0.009593416,0.046942055,0.0016905525],"study_design_scores_gemma":[0.00032585012,0.0000012602167,0.762132,0.00017997608,0.00012885935,0.0000018999474,0.000049715112,0.001790979,0.000009624584,0.009781892,0.22542001,0.00017793215],"about_ca_topic_score_codex":0.020059384,"about_ca_topic_score_gemma":0.09741834,"teacher_disagreement_score":0.17858014,"about_ca_system_score_codex":0.00014155109,"about_ca_system_score_gemma":0.00031792594,"threshold_uncertainty_score":0.9987438},"labels":[],"label_agreement":null},{"id":"W4414400294","doi":"10.1016/j.econlet.2025.112629","title":"Expectations of inflation, wages and spending: Evidence from a consumer survey","year":2025,"lang":"en","type":"article","venue":"Economics Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada; Wilfrid Laurier University","funders":"","keywords":"Inflation (cosmology); Wage; Wage growth; Survey data collection; Relative price; Price level; Consumer price index (South Africa)","score_opus":0.02470757472753764,"score_gpt":0.24000328588790437,"score_spread":0.21529571116036672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414400294","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":[0.9982972,0.00021844495,0.00012703128,0.0007577553,0.00018626059,0.00010437101,0.000009485043,0.000018147512,0.00028130706],"genre_scores_gemma":[0.9985077,0.00005379546,0.000332468,0.0008738036,0.00009663747,0.0000055487862,0.00007766846,0.000007858724,0.000044567838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927795,0.000014512499,0.0003269453,0.00023315233,0.00004352758,0.00010392321],"domain_scores_gemma":[0.9992339,0.00027770462,0.00022958193,0.0001891606,0.00006397716,0.00000568477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023584254,0.0001019321,0.00019481941,0.0002853244,0.00009092651,0.00014593874,0.00012445371,0.000028712788,0.00014977175],"category_scores_gemma":[0.0002951815,0.0001140423,0.00004611052,0.00022600718,0.00006595278,0.0008206231,0.00009527977,0.00004566706,0.00005564507],"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":[0.000016423312,0.000006702907,0.9954356,0.000019181554,0.000022595563,4.1246835e-7,0.00008989073,0.00012380756,0.00091577886,0.0014059364,0.0017557701,0.00020792999],"study_design_scores_gemma":[0.00018317807,9.850207e-7,0.99433583,0.00006874231,0.000062516796,3.5625412e-8,0.000063870386,0.0031203916,0.00019265754,0.0005325763,0.0013276222,0.000111605215],"about_ca_topic_score_codex":0.002850119,"about_ca_topic_score_gemma":0.0014418242,"teacher_disagreement_score":0.0029965842,"about_ca_system_score_codex":0.000026390775,"about_ca_system_score_gemma":0.000012340236,"threshold_uncertainty_score":0.465051},"labels":[],"label_agreement":null},{"id":"W4414670336","doi":"10.3390/jrfm18100548","title":"Human Risk Mitigators: A Bibliometric and Thematic Analysis of Financial Advisors in Household Resilience","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Thematic analysis; Financial literacy; Nexus (standard); Resilience (materials science); Psychological resilience; Thematic map","score_opus":0.008231562323439693,"score_gpt":0.2311424111028164,"score_spread":0.2229108487793767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414670336","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":[0.9961813,0.0016479469,0.0011250436,0.000024210876,0.0001560676,0.00024214038,0.000011604368,0.000012573681,0.00059908035],"genre_scores_gemma":[0.99663806,0.0023648676,0.000563016,0.00019001235,0.00014256302,0.0000071506574,0.0000035017897,0.000012348116,0.00007850354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743235,0.000058681915,0.0012995279,0.00035253915,0.0005439718,0.00031295614],"domain_scores_gemma":[0.9978354,0.000121145364,0.0014807723,0.0002880145,0.0002451495,0.000029521007],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0019319493,0.00026990182,0.0009376883,0.040190324,0.00025313822,0.00016982273,0.00034924352,0.0001050672,0.00002502516],"category_scores_gemma":[0.0009809793,0.00023735187,0.00031551774,0.046554986,0.00014643144,0.0007223488,0.0003151151,0.00030128055,0.0000016773342],"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":[0.00009355037,0.00020181989,0.95716184,0.00031206117,0.00008520951,0.00005370808,0.00014235685,0.00063880405,0.000020171332,0.011564835,0.00072859065,0.02899705],"study_design_scores_gemma":[0.0011148009,0.00004562635,0.98362195,0.00040729702,0.002944972,5.347699e-7,0.00016997043,0.0010708686,0.000008275551,0.0069737085,0.0034310562,0.00021094659],"about_ca_topic_score_codex":0.0008461088,"about_ca_topic_score_gemma":0.0007747158,"teacher_disagreement_score":0.028786104,"about_ca_system_score_codex":0.000047794343,"about_ca_system_score_gemma":0.000032457643,"threshold_uncertainty_score":0.97371095},"labels":[],"label_agreement":null},{"id":"W4414690354","doi":"10.3390/jrfm18100554","title":"Investigation of the Antecedents of Personal Saving Behavior: A Systematic Literature Review Using TCM-ADO Framework","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Delhi","keywords":"Systematic review","score_opus":0.010590084410354878,"score_gpt":0.23609830929020487,"score_spread":0.22550822487984998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414690354","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":[0.96748435,0.029965928,0.0010889266,0.00008133507,0.0005971108,0.0006652707,0.0000058996334,0.0000062391555,0.000104951185],"genre_scores_gemma":[0.98974687,0.008296609,0.0011369954,0.0005486192,0.00020124941,0.000007175611,0.0000024104586,0.000010773931,0.0000493048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979684,0.00006694309,0.0011061731,0.00016478312,0.0005406047,0.00015312426],"domain_scores_gemma":[0.99720836,0.000055998436,0.0019774723,0.00022965824,0.00051581766,0.000012680111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011474148,0.00018689837,0.00066141563,0.0005135801,0.000187638,0.000095479445,0.00031544286,0.000082265215,0.0000129186055],"category_scores_gemma":[0.00060538395,0.0001303292,0.00032989364,0.0015917786,0.000080873244,0.0004883254,0.0002475916,0.0002691351,8.9038883e-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":[0.00006946814,0.000097900025,0.8802673,0.10242984,0.00006408426,0.000029956575,0.0005062414,0.00001766452,0.00024997088,0.01210311,0.0006489238,0.0035155234],"study_design_scores_gemma":[0.0005530499,0.000025283553,0.71244967,0.27691704,0.004214303,0.000008246526,0.00023861889,0.0005786109,0.000046105033,0.003818848,0.00093492016,0.00021531047],"about_ca_topic_score_codex":0.000048444326,"about_ca_topic_score_gemma":0.000015507407,"teacher_disagreement_score":0.17448722,"about_ca_system_score_codex":0.000046072284,"about_ca_system_score_gemma":0.0000333293,"threshold_uncertainty_score":0.531467},"labels":[],"label_agreement":null},{"id":"W4414909873","doi":"10.1080/23322039.2025.2568638","title":"Pension funds, national savings and financial development: unpacking conditional effects using U.S. time series data","year":2025,"lang":"en","type":"article","venue":"Cogent Economics & Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Global assets under management; Quarter (Canadian coin); Institutional investor; Private pension; Time series; Pension system; Financial market","score_opus":0.0198601283848016,"score_gpt":0.2331148056281799,"score_spread":0.2132546772433783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414909873","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":[0.99670786,0.00048153807,0.00041033013,0.00020451263,0.00043747202,0.0002874343,0.000044465065,0.000055191565,0.0013711865],"genre_scores_gemma":[0.99089694,0.00010962504,0.0035433522,0.002437614,0.0005552277,0.000018143695,0.0014718275,0.000030462761,0.00093679875],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983124,0.000011176362,0.00050347985,0.00068642176,0.00016554956,0.00032098062],"domain_scores_gemma":[0.99896693,0.00007887589,0.00035478955,0.0003380365,0.00024776268,0.000013612103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004867094,0.00027797953,0.0003613165,0.00036049192,0.0006289244,0.00033077225,0.00039493162,0.00010232502,0.00009916579],"category_scores_gemma":[0.0003054144,0.0003289998,0.000058331967,0.00038499286,0.0001139335,0.0021112438,0.0008598263,0.00012040041,0.00018127647],"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":[0.00041098884,0.00033283382,0.5294941,0.0012058864,0.00014637322,0.00004547745,0.00017972979,0.0021614074,0.0036747647,0.4120901,0.03556422,0.0146941],"study_design_scores_gemma":[0.0011692634,0.000009562852,0.35198528,0.0005046156,0.00016574323,0.000006988834,0.000011335645,0.064986154,0.00073076756,0.017907005,0.5617121,0.000811181],"about_ca_topic_score_codex":0.00006360342,"about_ca_topic_score_gemma":0.00012474191,"teacher_disagreement_score":0.52614784,"about_ca_system_score_codex":0.00016822366,"about_ca_system_score_gemma":0.00030436344,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W4414994675","doi":"10.1017/esa.2025.10022","title":"What if compulsory insurance triggered self-insurance? An experimental evidence","year":2025,"lang":"en","type":"article","venue":"Journal of the Economic Science Association","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"Agence Nationale de la Recherche","keywords":"Key person insurance; Insurance policy; Auto insurance risk selection; Casualty insurance; Externality; Risk management; Group insurance; General insurance","score_opus":0.01616539547296303,"score_gpt":0.27118696001225656,"score_spread":0.25502156453929353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414994675","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":[0.9932065,0.00037647155,0.000004323582,0.0011087792,0.004747445,0.00013608966,7.630271e-7,0.000019415942,0.00040018614],"genre_scores_gemma":[0.99770004,0.000091668284,0.00010204367,0.0010829486,0.0007010495,0.0000025317165,6.0374003e-7,0.0000062608165,0.00031284592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983419,0.000046309422,0.00064214884,0.00023683885,0.00048304859,0.00024973968],"domain_scores_gemma":[0.99738616,0.00011704812,0.001799733,0.0002657644,0.00041453497,0.000016787424],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032431865,0.00012941625,0.00028070228,0.00040188176,0.00053895725,0.0011779015,0.0010139275,0.000051731837,0.00005458526],"category_scores_gemma":[0.0005657861,0.00010235969,0.00019073782,0.0008428534,0.00008598673,0.011966942,0.0001679695,0.00015785453,0.000060785995],"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":[0.000036806985,0.000067007786,0.9917069,0.00001070087,0.000015245988,6.9579625e-7,0.00025019352,0.0011878345,0.0036294414,0.0008549812,0.0016521725,0.00058798975],"study_design_scores_gemma":[0.00048486984,0.000015561738,0.98247224,0.00028486233,0.00004939815,0.0000011926643,0.0004932082,0.011047536,0.0022130732,0.0011130663,0.0016840203,0.00014096148],"about_ca_topic_score_codex":0.000090030495,"about_ca_topic_score_gemma":0.00003548495,"teacher_disagreement_score":0.0107890405,"about_ca_system_score_codex":0.0018310839,"about_ca_system_score_gemma":0.0003290794,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W4415209367","doi":"10.3390/jrfm18100581","title":"Analyzing Financial Behavior in Undergraduate Students in Economics, Administration and Accounting Sciences","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Universidad Nacional Autonoma de Honduras","keywords":"Confirmatory factor analysis; Work behavior; Experiential learning; Diversity (politics); Sample (material); Exploratory research; Consistency (knowledge bases); Exploratory factor analysis; Financial plan","score_opus":0.008533231439159626,"score_gpt":0.25351839237061896,"score_spread":0.24498516093145933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415209367","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":[0.9981995,0.00046159237,0.00024150213,0.00015411637,0.00032554276,0.00022093592,0.0000013005046,0.0000062915055,0.00038918122],"genre_scores_gemma":[0.99718004,0.0018556439,0.00043857354,0.0002556404,0.00021309374,0.000008288322,0.0000023027255,0.0000069126468,0.00003949178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838966,0.000023073548,0.00081574783,0.0002959884,0.0002155129,0.00026003536],"domain_scores_gemma":[0.9991813,0.00004278379,0.00058272196,0.00009498107,0.00008486038,0.0000133749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014673858,0.00018309549,0.00038344227,0.0016370779,0.00023390685,0.00042830716,0.0002522416,0.00006683342,0.0000047285007],"category_scores_gemma":[0.00022343268,0.00017954662,0.000079615274,0.0010246007,0.00008854649,0.0011235541,0.00025860072,0.00021586251,0.0000021478975],"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":[0.000089844456,0.00012558632,0.94897026,0.0000625804,0.0000036774736,0.000052520798,0.000035859077,0.00008686868,0.0000044133035,0.016537484,0.00006475678,0.03396617],"study_design_scores_gemma":[0.0010692388,0.00003408596,0.98387855,0.00023788818,0.00015842234,0.0000013129094,0.00012600463,0.0005562016,0.0000046634846,0.009966403,0.0038034094,0.00016384252],"about_ca_topic_score_codex":0.0003448203,"about_ca_topic_score_gemma":0.0024084423,"teacher_disagreement_score":0.034908287,"about_ca_system_score_codex":0.00007550749,"about_ca_system_score_gemma":0.00005692785,"threshold_uncertainty_score":0.73216987},"labels":[],"label_agreement":null},{"id":"W4415471003","doi":"10.54254/2753-7048/2025.ld28038","title":"The Economic Case for Reform: Rethinking Juvenile Incarceration in the United States","year":2025,"lang":"","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Punitive damages; Psychological intervention; Human capital; Juvenile delinquency; Fiscal sustainability; Investment (military); Immigration; Economic Justice; Juvenile","score_opus":0.02024739615359025,"score_gpt":0.313321567874167,"score_spread":0.29307417172057676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415471003","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":[0.9037835,0.004461249,0.00080987083,0.08488411,0.0038831544,0.0010094782,0.000008393438,0.000019690659,0.0011405475],"genre_scores_gemma":[0.9728377,0.0012652763,0.00018268605,0.023560356,0.0009273365,0.00026401118,0.00089234184,0.00001635986,0.000053932727],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977742,0.00026401383,0.00084788393,0.0005333679,0.00012685354,0.0004537224],"domain_scores_gemma":[0.99692154,0.0018259723,0.00042885833,0.00052332587,0.00028242194,0.000017889126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031233432,0.00027495422,0.00030065927,0.0012482703,0.0009093468,0.00076270575,0.0004357878,0.00033892275,0.00015051544],"category_scores_gemma":[0.0022952177,0.00019153897,0.000078759105,0.0018590078,0.00025755752,0.0006481979,0.000080153426,0.00057528657,0.0000118433],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005660656,0.00067765947,0.4634047,0.0005826646,0.0001006045,0.000025176452,0.02478228,0.0005886239,0.00002559538,0.15676233,0.030253798,0.32223052],"study_design_scores_gemma":[0.0018087736,0.000043677628,0.11898034,0.00025851183,0.00022580764,0.000041519965,0.004606239,0.038544904,0.000008823075,0.39979577,0.43517315,0.00051249523],"about_ca_topic_score_codex":0.0038826873,"about_ca_topic_score_gemma":0.04383644,"teacher_disagreement_score":0.40491933,"about_ca_system_score_codex":0.00023644352,"about_ca_system_score_gemma":0.00037016853,"threshold_uncertainty_score":0.97361106},"labels":[],"label_agreement":null},{"id":"W4415656029","doi":"10.3390/jrfm18110607","title":"Financial Literacy as a Catalyst for Women’s Economic Empowerment in the MENA Region: Evidence from a Structural Equation Model","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Financial literacy; Empowerment; Autonomy; Literacy; Empirical research; Financial inclusion; Empirical evidence","score_opus":0.013532778185053026,"score_gpt":0.2511678508914919,"score_spread":0.23763507270643888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415656029","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":[0.9890355,0.0007642224,0.008144713,0.0005367008,0.0006010182,0.0006195388,0.000010942794,0.000010562559,0.00027680735],"genre_scores_gemma":[0.99599755,0.00060861383,0.0008335581,0.0014221026,0.000812202,0.000087660235,0.000016956503,0.000012281166,0.00020909832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980099,0.000039067898,0.000927523,0.00035488076,0.00032871444,0.00033990009],"domain_scores_gemma":[0.998496,0.0001734037,0.0008316182,0.0002912878,0.00019090043,0.00001676736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012404609,0.0002635076,0.00046152895,0.00068601524,0.00032563755,0.00042543406,0.00048091827,0.00008074824,0.000022418437],"category_scores_gemma":[0.0004503924,0.00020306034,0.0002135509,0.00048864656,0.00005311756,0.00149062,0.00019793853,0.00022370138,0.000010107705],"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":[0.004799532,0.00034896366,0.61375517,0.00082770316,0.0001071476,0.0002190119,0.011212666,0.010545024,0.000036711637,0.18785754,0.016955743,0.15333478],"study_design_scores_gemma":[0.0034740716,0.00013914148,0.5136561,0.0010392679,0.0006674701,0.000004258251,0.00096831244,0.09249586,0.000011421447,0.32490444,0.062097974,0.0005417073],"about_ca_topic_score_codex":0.0007389784,"about_ca_topic_score_gemma":0.00040866906,"teacher_disagreement_score":0.15279308,"about_ca_system_score_codex":0.00029105222,"about_ca_system_score_gemma":0.000108988,"threshold_uncertainty_score":0.82805604},"labels":[],"label_agreement":null},{"id":"W4415656075","doi":"10.3390/jrfm18110606","title":"Exploring the Link Between Financial Health Indicators: Insights from Perception, Lived Experiences and Financial Resilience: A Study on Employees of a Sugar Mill Company","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Financial analysis; Exploratory factor analysis; Financial risk; Accounting management; Conceptualization; Psychological resilience; Financial ratio; Financial plan","score_opus":0.026904945744313822,"score_gpt":0.26008281079689494,"score_spread":0.23317786505258112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415656075","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":[0.9969857,0.00085285027,0.00058296754,0.000313175,0.0005219558,0.0006201877,0.000008433765,0.000019285575,0.000095451804],"genre_scores_gemma":[0.99643946,0.0010583644,0.0002693315,0.00053150626,0.0016112983,0.000044531625,0.0000063809835,0.000014804637,0.000024346655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972222,0.00012446208,0.0012257368,0.0004522207,0.0006475391,0.000327837],"domain_scores_gemma":[0.9980593,0.00017177656,0.0011668421,0.00031955366,0.00023886308,0.000043721444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094356405,0.0003396622,0.0008655098,0.0011937706,0.0008195894,0.00020582999,0.0004946989,0.00007627827,0.000016613181],"category_scores_gemma":[0.0004819597,0.00024739382,0.00017710293,0.0014247677,0.00022992984,0.0007451574,0.0003915391,0.0004109381,0.000004875116],"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":[0.00041625788,0.00033129277,0.8653345,0.00015150386,0.000046635032,0.000026356267,0.023898898,0.000026726408,0.000008625054,0.0023136875,0.0009964921,0.10644899],"study_design_scores_gemma":[0.0011984681,0.0003394082,0.9666739,0.00036149813,0.0004417214,2.5318917e-7,0.0112708,0.000022298469,0.0000087458575,0.0023706842,0.01708981,0.00022242409],"about_ca_topic_score_codex":0.001201151,"about_ca_topic_score_gemma":0.00035952486,"teacher_disagreement_score":0.10622657,"about_ca_system_score_codex":0.000067302404,"about_ca_system_score_gemma":0.00010009957,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W4415819547","doi":"10.21203/rs.3.rs-7350867/v1","title":"Household Financial Decisions, the Role of Child Gender and Background Risk","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Concordia University; University of Alberta","funders":"National Social Science Fund of China; National Office for Philosophy and Social Sciences","keywords":"Expropriation; Demolition; Stock (firearms); Investment (military); Stock market; Net worth; Financial risk; Investment decisions","score_opus":0.05756208592947095,"score_gpt":0.32680215807692486,"score_spread":0.26924007214745393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415819547","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":[0.92680043,0.038013186,0.00011926036,0.00076267595,0.0008446542,0.0041175825,0.0008643265,0.00009515782,0.028382745],"genre_scores_gemma":[0.979279,0.01631835,0.00017905563,0.0003241714,0.0020660067,0.00019129612,0.0003220948,0.00008695994,0.0012330724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990367,0.00078016415,0.0017788156,0.0019383056,0.00360115,0.0015345684],"domain_scores_gemma":[0.99117285,0.0019414377,0.0011426271,0.002607981,0.0030376303,0.000097484044],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008751947,0.0009050236,0.0013725263,0.0024262054,0.003228001,0.0016369376,0.0022536358,0.0008091154,0.0013040792],"category_scores_gemma":[0.0062077604,0.0007169462,0.00086702016,0.004232822,0.0009998322,0.0009208577,0.009059374,0.0037769065,0.00021123336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007284826,0.0007363337,0.8933901,0.002805556,0.0002536807,0.00003135605,0.0006448623,0.000570868,0.000036006408,0.051871955,0.018086378,0.030844416],"study_design_scores_gemma":[0.00086775306,0.00005284001,0.6421553,0.003659482,0.0006508682,0.0000015760692,0.0019416898,0.0066337804,0.00006342735,0.033596158,0.30964506,0.00073209667],"about_ca_topic_score_codex":0.0070648068,"about_ca_topic_score_gemma":0.00089754554,"teacher_disagreement_score":0.29155868,"about_ca_system_score_codex":0.00021801908,"about_ca_system_score_gemma":0.0006735656,"threshold_uncertainty_score":0.9996089},"labels":[],"label_agreement":null},{"id":"W4415873496","doi":"10.1177/07349149251384167","title":"Newcomers’ Financial Knowledge and Saving Participation in Canada: A Social Equity Gap Analysis","year":2025,"lang":"en","type":"article","venue":"Public Administration Quarterly","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; École Nationale d'Administration Publique","funders":"","keywords":"Financial literacy; Equity (law); Settlement (finance); Agency (philosophy); Immigration; Financial analysis; Financial services; Savings account; Citizenship","score_opus":0.03251355259670848,"score_gpt":0.30722649823406506,"score_spread":0.2747129456373566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415873496","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":[0.9904039,0.000054232125,0.0005169856,0.0024839006,0.00019888661,0.0002083409,0.0000058451574,0.000041884978,0.0060860505],"genre_scores_gemma":[0.99852705,0.0000013911516,0.000038777216,0.0006766758,0.00027546563,0.000052688778,0.00018235962,0.000007954842,0.0002376117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827844,0.000042158346,0.0006164298,0.00039484806,0.00028980683,0.00037831985],"domain_scores_gemma":[0.99922186,0.0000565153,0.00027015366,0.00017114214,0.00025471207,0.000025644911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052284845,0.00019481202,0.00036121518,0.0008162445,0.00032595964,0.00048809356,0.00017357894,0.00008006506,0.00023293898],"category_scores_gemma":[0.00020373681,0.00021603132,0.00010095372,0.003058041,0.000043795095,0.0011958091,0.00006529736,0.00013231405,0.000017237817],"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":[0.000034502526,0.00012697787,0.900859,0.00007991229,0.00003999892,0.000006309749,0.0002703668,0.0000030994768,0.000028442322,0.074862786,0.002071241,0.02161737],"study_design_scores_gemma":[0.00038795633,0.00001703262,0.97846395,0.0000144474425,0.0002956951,1.1579644e-7,0.00030663874,0.010597561,0.000003346159,0.0016036163,0.008098672,0.00021098033],"about_ca_topic_score_codex":0.21708392,"about_ca_topic_score_gemma":0.97717977,"teacher_disagreement_score":0.76009583,"about_ca_system_score_codex":0.0003209183,"about_ca_system_score_gemma":0.0011579803,"threshold_uncertainty_score":0.88095015},"labels":[],"label_agreement":null},{"id":"W4415904551","doi":"10.1007/s42650-025-00101-y","title":"The Gender Wealth Gap in the Canadian Provinces: Predicting and Comparing the Individual Wealth of Men and Women between 2005 and 2023","year":2025,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Financial Literacy, Pension, Retirement Analysis","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":true,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Canada Research Chairs","keywords":"Debt; Asset (computer security); Pension; Gender gap; Survey data collection; National wealth","score_opus":0.06635227812301571,"score_gpt":0.2980759953084447,"score_spread":0.231723717185429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415904551","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":[0.99308866,0.001995973,2.6905397e-7,0.0014822624,0.000073020696,0.00046758953,0.000008508673,0.0000043486502,0.0028793705],"genre_scores_gemma":[0.9991181,0.00016103554,0.000006643286,0.00048009193,0.00012363885,0.00003325616,0.0000244324,0.000005760365,0.000047064386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988669,0.000060473154,0.0003462415,0.00019148095,0.00016255873,0.00037235097],"domain_scores_gemma":[0.99946076,0.00015711614,0.0001576269,0.00013920713,0.000056333694,0.000028970358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919069,0.00011495244,0.00021732994,0.00040999535,0.0009593786,0.00017290052,0.00015484708,0.00004253705,0.000002009031],"category_scores_gemma":[0.00026196413,0.00007369424,0.000011656051,0.00057192985,0.00015594016,0.00023669095,0.00010080411,0.00014771466,3.4349281e-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":[0.0000031102516,0.0000014709614,0.9905298,0.00009026128,0.000022189806,0.0000011441574,0.0030664853,0.00001769361,5.9170333e-8,0.0038594643,0.00060655584,0.0018018009],"study_design_scores_gemma":[0.00018257354,0.0000033714684,0.9828647,0.000085136075,0.00004418559,2.2403387e-7,0.010219146,0.0019287498,3.614045e-8,0.0024811677,0.0021229556,0.00006778189],"about_ca_topic_score_codex":0.88594055,"about_ca_topic_score_gemma":0.9958919,"teacher_disagreement_score":0.10995139,"about_ca_system_score_codex":0.00036788746,"about_ca_system_score_gemma":0.00015179408,"threshold_uncertainty_score":0.73788613},"labels":[],"label_agreement":null},{"id":"W4415978748","doi":"10.1142/s0219024925500153","title":"MACROECONOMIC STRESS TESTING: A HOUSEHOLD SURVEY DATA SIMULATION","year":2025,"lang":"en","type":"article","venue":"International Journal of Theoretical and Applied Finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Imperial Bank of Commerce (Canada)","funders":"","keywords":"Stress test; Stress testing (software); Survey data collection; Test (biology); Distribution (mathematics); Financial market; Financial risk; Risk management; Financial sector","score_opus":0.03359216990184637,"score_gpt":0.27603485536939193,"score_spread":0.24244268546754555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415978748","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":[0.99132377,0.00009007448,0.0023782833,0.0005199638,0.0004910082,0.00008781016,0.000056973004,0.000016846843,0.005035283],"genre_scores_gemma":[0.99765563,0.000025049236,0.0007140471,0.00095859164,0.00051816594,0.0000013052004,0.000059172296,0.000009461673,0.000058552254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989014,0.0000111441805,0.0004930091,0.00022445426,0.00023996679,0.000130028],"domain_scores_gemma":[0.9986958,0.00032419505,0.00040009004,0.00020667718,0.0003637286,0.000009504945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070109585,0.0001255513,0.00022828928,0.00022542065,0.000071300485,0.00025539097,0.0007505047,0.00005022854,0.00006387525],"category_scores_gemma":[0.0006226825,0.000107777174,0.000043396998,0.00024046983,0.00017325454,0.0004722949,0.0004480161,0.0001533809,0.000013331256],"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":[0.0004157743,0.00012293608,0.273687,0.000029661813,0.000049572333,0.000013284296,0.000009305318,0.0077239675,0.000119284545,0.70295495,0.0011295201,0.013744749],"study_design_scores_gemma":[0.0014131925,0.000016392662,0.66290075,0.00033412056,0.00014332069,0.000004670408,0.00002094973,0.17601663,0.00018057812,0.14329271,0.015358453,0.00031822026],"about_ca_topic_score_codex":0.000054295746,"about_ca_topic_score_gemma":0.00001946432,"teacher_disagreement_score":0.5596622,"about_ca_system_score_codex":0.00002784796,"about_ca_system_score_gemma":0.000032983593,"threshold_uncertainty_score":0.43950257},"labels":[],"label_agreement":null},{"id":"W4416059941","doi":"10.34127/jrakt.v10i2.1836","title":"ANALISIS TREN PESERTA DANA PENSIUN DI INDONESIA","year":2025,"lang":"","type":"article","venue":"JURNAL LENTERA AKUNTANSI","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension fund; Pension; Quarter (Canadian coin); Purchasing; Purchasing power; Purchasing power parity","score_opus":0.009576721707353596,"score_gpt":0.24278974085406016,"score_spread":0.23321301914670656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416059941","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":[0.95899844,0.0029655548,0.00014391034,0.0037669837,0.0036693276,0.000812972,0.000043780976,0.00018609993,0.029412957],"genre_scores_gemma":[0.98157704,0.00048240513,0.00007083831,0.0074855476,0.002568572,0.000039265327,0.0003447888,0.0001321787,0.0072993515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922154,0.00017189982,0.0025368547,0.0018267025,0.0016127512,0.0016364089],"domain_scores_gemma":[0.9953097,0.00019479642,0.0014019574,0.001597491,0.0013677651,0.00012826493],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009745212,0.0014098239,0.0018242717,0.003017695,0.0014032731,0.0027805718,0.0016993176,0.0004828907,0.0037788658],"category_scores_gemma":[0.00031246315,0.0014236021,0.0014626604,0.005632106,0.00028625235,0.0040049176,0.0011980082,0.001110097,0.0010988518],"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":[0.00067580846,0.0006443588,0.9488951,0.00074444874,0.00044473156,0.0003206529,0.00019947586,0.00005915225,0.0006133485,0.0074869646,0.03557005,0.0043459083],"study_design_scores_gemma":[0.0026294293,0.00006526744,0.82659274,0.0019387973,0.0027969647,0.00001160292,0.00049223355,0.00928766,0.00019318977,0.00042370765,0.1542351,0.0013333119],"about_ca_topic_score_codex":0.002823522,"about_ca_topic_score_gemma":0.0016222277,"teacher_disagreement_score":0.12230235,"about_ca_system_score_codex":0.00044134716,"about_ca_system_score_gemma":0.00026334325,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W4416065960","doi":"10.2139/ssrn.5691362","title":"Student Debt (Forgiveness) in General Equilibrium","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Debt; Consumption (sociology); Asset (computer security); Welfare; General equilibrium theory; Transfer payment; Loan; Forgiveness; Overlapping generations model","score_opus":0.009070744108291158,"score_gpt":0.2612923808697001,"score_spread":0.2522216367614089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416065960","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":[0.9702258,0.015388615,0.0005941404,0.0012271854,0.003972951,0.001262845,0.000012522098,0.00009252489,0.007223419],"genre_scores_gemma":[0.951418,0.015296534,0.00012646365,0.0010236943,0.006175159,0.00008040687,0.00020894046,0.00014191869,0.025528872],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9848145,0.00029463822,0.0031949934,0.00185175,0.0019252576,0.0079188645],"domain_scores_gemma":[0.99487627,0.00011151143,0.0024651587,0.0012264589,0.0012352834,0.00008534756],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008076469,0.0015942949,0.0021544374,0.0032921256,0.00070003385,0.0019662203,0.0031067515,0.0008312623,0.0010251487],"category_scores_gemma":[0.00034987452,0.0016588315,0.0015382722,0.0028201318,0.00016751532,0.0021569175,0.003566651,0.009763726,0.00047503327],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005721423,0.0010038816,0.7968579,0.0007094476,0.00073063193,0.00013316456,0.00027625132,0.008457816,0.0002469738,0.18204175,0.00052640075,0.008443655],"study_design_scores_gemma":[0.009821046,0.00033244677,0.26338476,0.005330592,0.004696994,0.00013798023,0.0034771261,0.038471874,0.00009764403,0.61066127,0.057794515,0.0057937643],"about_ca_topic_score_codex":0.00336759,"about_ca_topic_score_gemma":0.0121304635,"teacher_disagreement_score":0.53347313,"about_ca_system_score_codex":0.0056625456,"about_ca_system_score_gemma":0.007374041,"threshold_uncertainty_score":0.99988806},"labels":[],"label_agreement":null},{"id":"W4416147892","doi":"10.1891/jfcp-2024-0103","title":"Measuring Consumers’ Financial Well-Being: Uncovering the Causes and Consequences of Careless and Insufficient Effort in Self-Report Responses","year":2025,"lang":"en","type":"article","venue":"Journal of Financial Counseling and Planning","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Concordia University of Edmonton; University of Alberta","funders":"","keywords":"Respondent; Demographics; Financial literacy; Survey instrument; Financial ratio; Yield (engineering); Financial risk","score_opus":0.015014818899371424,"score_gpt":0.2423345412073998,"score_spread":0.22731972230802838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416147892","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":[0.9943059,0.0047019916,0.00006604075,0.0001345947,0.00042015713,0.00012510637,0.0000015551783,0.000013200775,0.00023141775],"genre_scores_gemma":[0.9987157,0.00056366826,0.00016163188,0.00032402517,0.00020117046,0.0000022999868,0.0000016604523,0.000009095227,0.000020732094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982565,0.00003792712,0.00086392113,0.00023074486,0.00036668772,0.00024419333],"domain_scores_gemma":[0.99832886,0.0003451778,0.000734805,0.00011278323,0.00045902518,0.000019347937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022684117,0.0002047264,0.0005146941,0.00061805994,0.00035773104,0.00019134115,0.00014137995,0.00009893115,0.0000023796051],"category_scores_gemma":[0.0014460392,0.0001627258,0.000070481416,0.00057477545,0.00018716046,0.00042570647,0.00008881311,0.00031935977,3.0217763e-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":[0.0003268748,0.00003178421,0.9936046,0.0002981703,0.000021103024,0.0003111697,0.0019104106,0.00047849905,0.0007861356,0.0014461244,0.000100221165,0.0006849299],"study_design_scores_gemma":[0.0012296526,0.000066117405,0.97842056,0.003214359,0.0004002061,0.00016243852,0.0014339797,0.0012039593,0.0006820033,0.0029423547,0.00987468,0.00036967054],"about_ca_topic_score_codex":0.000762752,"about_ca_topic_score_gemma":0.00022489976,"teacher_disagreement_score":0.015183998,"about_ca_system_score_codex":0.000035073735,"about_ca_system_score_gemma":0.00028771505,"threshold_uncertainty_score":0.66357654},"labels":[],"label_agreement":null},{"id":"W4416203540","doi":"10.63688/crtdsz35","title":"Percepción de riesgo y su impacto en la intención de invertir de estudiantes universitarios ecuatorianos","year":2025,"lang":"","type":"article","venue":"Sage Sphere Higher Education","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Public policy; Quarter (Canadian coin)","score_opus":0.005107643781905925,"score_gpt":0.24773646804332647,"score_spread":0.24262882426142054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416203540","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":[0.96149516,0.0027499609,0.00031128374,0.0037297304,0.002573227,0.0006378423,0.000009428309,0.00015894067,0.0283344],"genre_scores_gemma":[0.95751715,0.00040070893,0.0011835668,0.003402853,0.0022673854,0.000043291213,0.00010943441,0.00007272488,0.035002913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683684,0.0002753833,0.00068868126,0.0007912269,0.00040869144,0.0009991603],"domain_scores_gemma":[0.99779963,0.00025068052,0.0004620348,0.00070908986,0.0006651112,0.000113434995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009984915,0.0006302822,0.0005708166,0.0005726346,0.0006787633,0.0009420546,0.0007624648,0.0004965071,0.014171823],"category_scores_gemma":[0.0005832914,0.0007205314,0.00038178766,0.0025242183,0.00020171392,0.0019933842,0.0004197307,0.0005915064,0.00049022847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013818439,0.00059570017,0.8971056,0.0006658707,0.00017392039,0.000026233844,0.002488775,0.000032705662,0.0015747746,0.020227427,0.07001125,0.006959597],"study_design_scores_gemma":[0.0005814397,0.000025177798,0.75652546,0.0011300532,0.0014088337,0.0000021558424,0.0052834717,0.0008333016,0.0001649994,0.006481544,0.22689196,0.0006715959],"about_ca_topic_score_codex":0.019202486,"about_ca_topic_score_gemma":0.0019629146,"teacher_disagreement_score":0.1568807,"about_ca_system_score_codex":0.0021568544,"about_ca_system_score_gemma":0.0031990076,"threshold_uncertainty_score":0.9995246},"labels":[],"label_agreement":null},{"id":"W4416287205","doi":"10.2139/ssrn.5740642","title":"End-of-Life Liquidity *","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of British Columbia Hospital","funders":"","keywords":"Bequest; Life annuity; Portfolio; Exploit; Welfare; Market liquidity; Annuity; Life insurance","score_opus":0.015031975078020102,"score_gpt":0.24885449362373463,"score_spread":0.23382251854571454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416287205","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":[0.9740478,0.007412196,0.0021908984,0.00124679,0.0026183843,0.0004996599,0.000020210058,0.00014948082,0.011814592],"genre_scores_gemma":[0.9896871,0.0027097948,0.000117980235,0.00069505017,0.003431734,0.000012361347,0.00011129685,0.000039479048,0.0031952315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956594,0.000050161147,0.001041501,0.00052031473,0.0007270312,0.0020016087],"domain_scores_gemma":[0.99718714,0.000055483502,0.0014526153,0.00057632796,0.00070262817,0.000025784246],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027642848,0.00046636528,0.00083203503,0.00093448145,0.00028582473,0.00028326566,0.0010807931,0.0003240592,0.0005259661],"category_scores_gemma":[0.0005551673,0.00044518337,0.0007177899,0.0006573821,0.00008677117,0.0005214514,0.0011339523,0.003684487,0.00011160048],"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":[0.0004337009,0.00041460473,0.27980974,0.0011657504,0.0008052999,0.0000151345575,0.000084640684,0.0014883325,0.00013264893,0.69742084,0.0072533847,0.010975912],"study_design_scores_gemma":[0.001568148,0.000077346085,0.016708065,0.001124413,0.0018577394,0.000013035335,0.0003899599,0.0051040673,0.00008237823,0.8751513,0.09645627,0.0014673147],"about_ca_topic_score_codex":0.0018725024,"about_ca_topic_score_gemma":0.0024050425,"teacher_disagreement_score":0.26310167,"about_ca_system_score_codex":0.0006479131,"about_ca_system_score_gemma":0.0044262023,"threshold_uncertainty_score":0.99979997},"labels":[],"label_agreement":null},{"id":"W4416289032","doi":"10.38116/td3160-eng","title":"Discussion Paper 3160","year":2025,"lang":"en","type":"book","venue":"Instituto de Pesquisa Econômica Aplicada eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Sustainability; Population ageing; Fiscal sustainability; Private pension; Population; Public policy","score_opus":0.009718143844494882,"score_gpt":0.21408649721728742,"score_spread":0.20436835337279255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416289032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027247055,0.00018488945,0.00007603447,0.0006242971,0.0011850292,0.0010469567,0.00005764305,0.0005808466,0.9935196],"genre_scores_gemma":[0.017797474,0.000028316477,0.00033358534,0.011449102,0.004829432,0.00020627784,0.0007685717,0.00017150937,0.9644157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954244,0.000027619222,0.00129611,0.0014760493,0.00076475495,0.0010110864],"domain_scores_gemma":[0.9970301,0.00009457779,0.00088307605,0.0015293274,0.00038442775,0.000078533456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005398268,0.0011112497,0.0013125258,0.0011142317,0.0006833077,0.0007832667,0.0013691884,0.0009413645,0.0026418676],"category_scores_gemma":[0.00022544326,0.0008886831,0.000850213,0.00028089783,0.0003532091,0.0008501602,0.0011142024,0.0010505046,0.002303454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016482543,0.00012634572,0.003160531,0.0013463157,0.00017905215,0.00020969543,0.000094549396,0.000028770368,0.00054345006,0.46908495,0.50936234,0.015699197],"study_design_scores_gemma":[0.00060186285,0.000012211638,0.00067719165,0.0010130052,0.00066507293,0.000005410572,0.000010456633,0.00036826346,0.000048605438,0.036801588,0.9586734,0.0011229032],"about_ca_topic_score_codex":0.0005218643,"about_ca_topic_score_gemma":0.0010784193,"teacher_disagreement_score":0.4493111,"about_ca_system_score_codex":0.00067467504,"about_ca_system_score_gemma":0.0009858704,"threshold_uncertainty_score":0.9993564},"labels":[],"label_agreement":null},{"id":"W4416392490","doi":"10.3390/jrfm18110649","title":"Government Policies for Promoting Financial and Fiscal Literacy: Evidence from a Questionnaire-Based Study","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Competence (human resources); Sample (material); Government (linguistics); Population; Context (archaeology); Portuguese; Literacy; Public policy","score_opus":0.00836650348750023,"score_gpt":0.24543857354223414,"score_spread":0.2370720700547339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416392490","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":[0.9834786,0.0014086025,0.01325951,0.0004326439,0.000523337,0.0007945407,0.000014746735,0.000023415061,0.00006460191],"genre_scores_gemma":[0.9957789,0.00020404383,0.0021259424,0.00080488605,0.000937248,0.000043408243,0.000003751066,0.000015767142,0.00008605327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788845,0.000044520755,0.0008496593,0.00038082464,0.00053967367,0.0002968505],"domain_scores_gemma":[0.9984834,0.00018733724,0.0007945554,0.00021210607,0.00029349848,0.00002907757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012276283,0.00028522479,0.0005196988,0.00040694932,0.00046032897,0.0004783646,0.0002566798,0.00007329935,0.000010898296],"category_scores_gemma":[0.0013728321,0.0002487295,0.00017908038,0.0005679478,0.00005902363,0.0009571245,0.00028919277,0.00020434486,0.000002401315],"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":[0.0006249613,0.00035206956,0.91443616,0.0003302879,0.000026634503,0.000033499706,0.00056922616,0.000045021316,0.000023640805,0.0031501688,0.0010320022,0.07937632],"study_design_scores_gemma":[0.0019977405,0.00017506583,0.9646458,0.0014913211,0.00088131416,4.7441577e-7,0.0002078575,0.002622941,0.000021817099,0.006532526,0.021170212,0.00025289852],"about_ca_topic_score_codex":0.0005308361,"about_ca_topic_score_gemma":0.00034800475,"teacher_disagreement_score":0.07912342,"about_ca_system_score_codex":0.00010048018,"about_ca_system_score_gemma":0.000045408473,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W4416400304","doi":"10.2139/ssrn.5637990","title":"Compensation-Based Risk-Sharing","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Waterloo","funders":"","keywords":"Endowment; Fund administration; Work (physics); Target date fund; Investment management; Pension fund","score_opus":0.010399294832903572,"score_gpt":0.23719542901829635,"score_spread":0.22679613418539277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416400304","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":[0.9170076,0.016530842,0.033536214,0.002993622,0.008200919,0.0026875434,0.0000778879,0.0004907892,0.01847458],"genre_scores_gemma":[0.97400886,0.0074152183,0.00036342003,0.0011872209,0.005005266,0.000043516524,0.00041390027,0.00013111098,0.011431459],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98769593,0.00020794188,0.0026107314,0.0017842076,0.0016659462,0.006035253],"domain_scores_gemma":[0.99134487,0.00025099565,0.0047736173,0.0014486437,0.0021030558,0.0000788007],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00919185,0.0014222253,0.0016515736,0.0025929997,0.0026516917,0.0025915885,0.0027443622,0.0007149874,0.0019416674],"category_scores_gemma":[0.0011749974,0.0015102883,0.001779593,0.0022466735,0.00017483525,0.0014854877,0.0016470938,0.011961274,0.0010028235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004275978,0.0004729332,0.7966474,0.0007387178,0.00089440885,0.000022557584,0.00009334098,0.02229289,0.000025585985,0.16617572,0.00070602435,0.011502796],"study_design_scores_gemma":[0.0044508376,0.0001329229,0.051712584,0.0032895247,0.006785841,0.000022601489,0.0009382481,0.3292184,0.000029540737,0.558755,0.041523427,0.0031410814],"about_ca_topic_score_codex":0.004720495,"about_ca_topic_score_gemma":0.0068136305,"teacher_disagreement_score":0.74493486,"about_ca_system_score_codex":0.0039583924,"about_ca_system_score_gemma":0.0074124807,"threshold_uncertainty_score":0.99986523},"labels":[],"label_agreement":null},{"id":"W4416409735","doi":"10.3390/jrfm18110656","title":"Reframing Financial Literacy for the Twenty-First Century: Foundations, Digital Transformations, and Pathways to Sustainable Empowerment","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Financial literacy; Empowerment; Literacy; Digital literacy; Poverty","score_opus":0.005024308388821975,"score_gpt":0.2206916388624299,"score_spread":0.21566733047360792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416409735","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":[0.83075476,0.005068141,0.15189207,0.0036094647,0.0021583394,0.003416248,0.000075340475,0.000071979804,0.0029536672],"genre_scores_gemma":[0.99399096,0.0021689113,0.0012296607,0.0013797245,0.0006686907,0.00006555819,0.00002661053,0.000017682465,0.00045218618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822795,0.000012105401,0.0007858455,0.00026140525,0.0003282328,0.0003844643],"domain_scores_gemma":[0.9986029,0.00014943065,0.00045395974,0.00020729183,0.0005532782,0.000033141827],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00092441204,0.000247034,0.0003525574,0.00077141996,0.0012162564,0.0012567249,0.00028197988,0.00006394616,0.000015090592],"category_scores_gemma":[0.00060644315,0.00019029916,0.00019149836,0.0008923587,0.00005729097,0.0020177576,0.0002584647,0.00018171559,0.000006520426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008674041,0.0003362603,0.082987316,0.0011901151,0.000073586576,0.000044337645,0.0022786036,0.00026939763,0.0000053255467,0.44710633,0.020920826,0.44392052],"study_design_scores_gemma":[0.0011018469,0.000056514564,0.118990585,0.00022366516,0.00039263227,0.0000015893016,0.001096636,0.00053740694,0.000002553918,0.014232985,0.8631645,0.00019909759],"about_ca_topic_score_codex":0.000074859236,"about_ca_topic_score_gemma":0.000049222068,"teacher_disagreement_score":0.8422437,"about_ca_system_score_codex":0.00009731517,"about_ca_system_score_gemma":0.000055286826,"threshold_uncertainty_score":0.99978006},"labels":[],"label_agreement":null},{"id":"W4416424745","doi":"10.1016/j.red.2025.101317","title":"Go big or buy a home: The impact of student debt on career and housing choices","year":2025,"lang":"en","type":"article","venue":"Review of Economic Dynamics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université de Montréal","funders":"University of Chicago; University of Pennsylvania; Universität Zürich; Københavns Universitet; U.S. Department of Education","keywords":"Debt; Earnings; Student debt; Student loan; Human capital; Loan","score_opus":0.0212204292339776,"score_gpt":0.2997610448042095,"score_spread":0.2785406155702319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416424745","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":[0.9856181,0.0097352,0.000008821494,0.0001970939,0.00018431869,0.00040533333,0.000013713723,0.000012450804,0.0038249379],"genre_scores_gemma":[0.9841429,0.014751614,0.000032106727,0.0006467743,0.00013566454,0.000010007773,0.00003075563,0.000015687316,0.00023448796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894965,0.000017112527,0.0005723675,0.0002174835,0.00009341981,0.00014994],"domain_scores_gemma":[0.9988853,0.00009897909,0.0005484304,0.00036058464,0.0000992718,0.0000074524214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000513034,0.00017558628,0.0005687369,0.00019664984,0.000075013966,0.000079573176,0.00029073373,0.00003508518,0.000091376634],"category_scores_gemma":[0.000082435,0.00010845777,0.00023672522,0.0003171155,0.00006541762,0.00021473144,0.00019029209,0.000071056704,0.00001830502],"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":[0.000049515744,0.00008975895,0.94069415,0.005871235,0.00017759376,0.0000014930165,0.00002353239,0.00039998637,0.000008019218,0.019262651,0.0012006862,0.032221403],"study_design_scores_gemma":[0.0007572416,0.000066212284,0.93055755,0.012424263,0.0010339344,8.411135e-7,0.00010326517,0.04553525,0.000004059975,0.0009521804,0.008160712,0.00040447412],"about_ca_topic_score_codex":0.0009934503,"about_ca_topic_score_gemma":0.0012425468,"teacher_disagreement_score":0.045135263,"about_ca_system_score_codex":0.00015004439,"about_ca_system_score_gemma":0.00006762323,"threshold_uncertainty_score":0.44227794},"labels":[],"label_agreement":null},{"id":"W4416515288","doi":"10.21956/mep.18890.r26973","title":"Referee report. For: Financial Literacy and Interest in Canadian Undergraduate Medical Students [version 1; peer review: awaiting peer review]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Literacy; Peer group; Peer review; Higher education","score_opus":0.065366229333904,"score_gpt":0.39163692927522326,"score_spread":0.32627069994131924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416515288","genre_codex":"commentary","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":[0.47191972,0.018756,0.000017084172,0.49742818,0.0003423218,0.001967046,0.00025400397,0.000056389345,0.009259276],"genre_scores_gemma":[0.737201,0.02622859,0.0008927648,0.017259315,0.0016037746,0.00023392956,0.023476416,0.00014811975,0.19295612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927671,0.00016169563,0.0010427902,0.0006849731,0.0045312773,0.0008121907],"domain_scores_gemma":[0.9881009,0.00019835336,0.00033020566,0.00054703205,0.010673222,0.00015030429],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016013272,0.00024261641,0.0006760466,0.0006053927,0.00033010053,0.00031793478,0.0007215995,0.00015407658,0.00072759454],"category_scores_gemma":[0.04310655,0.00022522078,0.00019543178,0.0015573944,0.00013162367,0.00075640477,0.0008398319,0.00061092124,0.00012299953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032553366,0.000114465474,0.31651756,0.0068269046,0.00002015935,0.0008609176,0.000044587156,2.5010667e-7,0.000038548962,0.002432898,0.6678225,0.0052886624],"study_design_scores_gemma":[0.0005331536,0.00001705537,0.058182802,0.016012128,0.00006279415,0.00001554551,0.00003703625,0.00012022512,0.000019338398,0.00067720126,0.92410487,0.00021786542],"about_ca_topic_score_codex":0.08034365,"about_ca_topic_score_gemma":0.2929965,"teacher_disagreement_score":0.48016885,"about_ca_system_score_codex":0.0002779745,"about_ca_system_score_gemma":0.0007337118,"threshold_uncertainty_score":0.9649538},"labels":[],"label_agreement":null},{"id":"W4416520406","doi":"10.21956/mep.18890.r26974","title":"Referee report. For: Financial Literacy and Interest in Canadian Undergraduate Medical Students [version 1; peer review: awaiting peer review]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Literacy; Peer group; Peer review; Higher education","score_opus":0.065366229333904,"score_gpt":0.39163692927522326,"score_spread":0.32627069994131924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416520406","genre_codex":"commentary","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":[0.47191972,0.018756,0.000017084172,0.49742818,0.0003423218,0.001967046,0.00025400397,0.000056389345,0.009259276],"genre_scores_gemma":[0.737201,0.02622859,0.0008927648,0.017259315,0.0016037746,0.00023392956,0.023476416,0.00014811975,0.19295612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927671,0.00016169563,0.0010427902,0.0006849731,0.0045312773,0.0008121907],"domain_scores_gemma":[0.9881009,0.00019835336,0.00033020566,0.00054703205,0.010673222,0.00015030429],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016013272,0.00024261641,0.0006760466,0.0006053927,0.00033010053,0.00031793478,0.0007215995,0.00015407658,0.00072759454],"category_scores_gemma":[0.04310655,0.00022522078,0.00019543178,0.0015573944,0.00013162367,0.00075640477,0.0008398319,0.00061092124,0.00012299953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032553366,0.000114465474,0.31651756,0.0068269046,0.00002015935,0.0008609176,0.000044587156,2.5010667e-7,0.000038548962,0.002432898,0.6678225,0.0052886624],"study_design_scores_gemma":[0.0005331536,0.00001705537,0.058182802,0.016012128,0.00006279415,0.00001554551,0.00003703625,0.00012022512,0.000019338398,0.00067720126,0.92410487,0.00021786542],"about_ca_topic_score_codex":0.08034365,"about_ca_topic_score_gemma":0.2929965,"teacher_disagreement_score":0.48016885,"about_ca_system_score_codex":0.0002779745,"about_ca_system_score_gemma":0.0007337118,"threshold_uncertainty_score":0.9649538},"labels":[],"label_agreement":null},{"id":"W4416783235","doi":"10.3390/jrfm18120677","title":"Financial Literacy, Financial Resilience and Participation in Securities Markets: Evidence from Portugal","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial literacy; Socioeconomic status; Psychological resilience; Financial market; Financial risk; Empirical evidence; Financial instrument; Investment (military); Empirical research; Indirect finance","score_opus":0.006889576177806318,"score_gpt":0.24340094891141642,"score_spread":0.23651137273361011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416783235","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":[0.9921052,0.0046181325,0.0016114231,0.00019256491,0.00071425043,0.0002844517,0.000010270668,0.000018334209,0.0004453608],"genre_scores_gemma":[0.99233174,0.004733436,0.0010564055,0.0008981623,0.00078942213,0.000018729286,0.0000078282665,0.000012782242,0.00015151051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974918,0.00006629541,0.0011295166,0.00044007477,0.00048174654,0.000390604],"domain_scores_gemma":[0.998447,0.00020849062,0.0007640301,0.0002366307,0.00031401182,0.000029851613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013376694,0.00030539942,0.000580792,0.001035637,0.00029440806,0.00036823994,0.00030483896,0.00013376684,0.00005810713],"category_scores_gemma":[0.0019480486,0.0002899949,0.00014389778,0.0011112025,0.00013901011,0.0021528336,0.00038127118,0.00037161683,0.000007857348],"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":[0.0007762272,0.00013990788,0.87247545,0.00024078978,0.000007279765,0.00017061523,0.00042970252,0.000043919346,0.000016215681,0.01317227,0.0027897079,0.10973794],"study_design_scores_gemma":[0.0010266386,0.000038874074,0.9365764,0.0015357396,0.00026679868,0.0000014921015,0.00008837288,0.0010470137,0.000016116346,0.02412256,0.035014294,0.00026566043],"about_ca_topic_score_codex":0.00077309203,"about_ca_topic_score_gemma":0.0008979349,"teacher_disagreement_score":0.10947228,"about_ca_system_score_codex":0.000075856806,"about_ca_system_score_gemma":0.00009189645,"threshold_uncertainty_score":0.99995524},"labels":[],"label_agreement":null},{"id":"W4416790093","doi":"10.1080/00036846.2025.2593678","title":"In Whose Name? Joint Planning of Individual Retirement Savings in Korea","year":2025,"lang":"en","type":"article","venue":"Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Joint (building); Retirement planning; Work (physics); Financial plan","score_opus":0.01783232009214554,"score_gpt":0.22676061715980828,"score_spread":0.20892829706766275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416790093","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":[0.9798891,0.000059187012,0.000011181748,0.00022241638,0.000153057,0.0002845562,0.0000028887096,0.000020954352,0.019356677],"genre_scores_gemma":[0.9977087,0.000017823333,0.0002833943,0.0016290604,0.00011234528,0.000037231093,0.000057199657,0.000017678802,0.00013658481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985102,0.000005023987,0.0007766158,0.00031832795,0.00010001816,0.00028981073],"domain_scores_gemma":[0.99932194,0.000033715118,0.00033490057,0.00026933648,0.000032252472,0.000007860131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000661428,0.00018907945,0.00043541298,0.0008546239,0.0000497065,0.00010708921,0.0002913119,0.00009433726,0.0001441937],"category_scores_gemma":[0.000042655553,0.00022024676,0.000074867785,0.000527441,0.000047020632,0.00042670124,0.00034288503,0.0001565899,0.00006512989],"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":[0.000077860364,0.0001260463,0.86459494,0.00016986055,0.000021163913,0.000003703211,0.0004321223,0.0026536717,0.000295868,0.12764658,0.0019563404,0.0020218538],"study_design_scores_gemma":[0.0016472866,0.0000074917475,0.9589039,0.0002445428,0.000087419816,1.265976e-7,0.0007695321,0.0038447457,0.0008900272,0.020780504,0.012395236,0.0004291941],"about_ca_topic_score_codex":0.0006840226,"about_ca_topic_score_gemma":0.00049036846,"teacher_disagreement_score":0.10686607,"about_ca_system_score_codex":0.00013778945,"about_ca_system_score_gemma":0.000037796093,"threshold_uncertainty_score":0.8981402},"labels":[],"label_agreement":null},{"id":"W4416808424","doi":"10.1016/j.jeoa.2025.100609","title":"Did seniors benefit from consumption and public transfers at the expense of youth? Evidence from National Transfer Accounts in Canada’s Provinces (1997–2017)","year":2025,"lang":"en","type":"article","venue":"The Journal of the Economics of Ageing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; University of Ottawa","funders":"","keywords":"Per capita; Consumption (sociology); Transfer (computing); National accounts; Developed country; Transfer payment","score_opus":0.025643608582806673,"score_gpt":0.21579591956217303,"score_spread":0.19015231097936636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416808424","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":[0.9963683,0.00070557074,0.000013473509,0.0023043721,0.00028467173,0.0001631177,0.00006237797,0.0000017719906,0.000096354044],"genre_scores_gemma":[0.99900407,0.00044735544,0.000014982636,0.00038601164,0.000108964115,0.0000011411405,0.000006898811,0.0000078128105,0.000022764121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870986,0.00005064316,0.0007235391,0.00012643906,0.0002523168,0.00013718441],"domain_scores_gemma":[0.9985719,0.0005147891,0.0005140208,0.00020136277,0.00018851896,0.000009416001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010364357,0.00013114867,0.0003077383,0.00015756249,0.00017629044,0.000086966356,0.0005990032,0.00004577091,0.000065720094],"category_scores_gemma":[0.00018829225,0.000078631325,0.00011777473,0.00015216658,0.00012161943,0.0009321764,0.00012469162,0.00019790624,0.0000010593562],"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":[0.00040021143,0.000027477485,0.989962,0.00005853083,0.0001418973,0.0000019476008,0.0011420208,0.004085153,0.0023264624,0.0006673759,0.00025307955,0.00093386346],"study_design_scores_gemma":[0.00081844325,0.00000982615,0.9850837,0.0007843872,0.00044631274,0.0000012418375,0.0021699413,0.005101799,0.0014166199,0.0037460313,0.0002599901,0.00016170573],"about_ca_topic_score_codex":0.3964117,"about_ca_topic_score_gemma":0.8206743,"teacher_disagreement_score":0.4242626,"about_ca_system_score_codex":0.00027519232,"about_ca_system_score_gemma":0.00032989425,"threshold_uncertainty_score":0.60760766},"labels":[],"label_agreement":null},{"id":"W4416809499","doi":"10.5267/j.ac.2025.9.003","title":"The influence of financial behavior in mediating financial satisfaction: Systematic literature review","year":2025,"lang":"en","type":"article","venue":"Accounting","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Financial literacy; Systematic review; Accounting management; Financial services; Mediation; Empirical research; Publication; Test (biology)","score_opus":0.00553323023129713,"score_gpt":0.23711436120800017,"score_spread":0.23158113097670305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416809499","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":[0.97911155,0.018553557,0.000004766417,0.00025925593,0.0004762176,0.0009812284,0.000002603251,0.000051872812,0.0005589735],"genre_scores_gemma":[0.994917,0.0017448358,0.00006993019,0.002507463,0.0004143283,0.00021304781,0.000018257979,0.000016784168,0.000098389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745166,0.000045984,0.0012863879,0.00034601832,0.00049307285,0.0003768917],"domain_scores_gemma":[0.99764854,0.0002926532,0.0009447137,0.00045212943,0.00065465225,0.000007308124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018121605,0.00026035425,0.0006307657,0.00041803817,0.00043035913,0.0002904689,0.00045188167,0.00012550723,0.000020085829],"category_scores_gemma":[0.0072524785,0.00020128924,0.00018978347,0.003138312,0.00006588804,0.0014290143,0.00025164543,0.0003392957,0.00003444768],"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":[0.00001434995,0.0000275645,0.94497436,0.042325538,0.000005225137,0.000016351625,0.000051118463,0.00004504862,0.00027689716,0.009862695,0.0008124032,0.0015884272],"study_design_scores_gemma":[0.00023636885,0.0000038368944,0.93468225,0.06249063,0.00026310587,0.0000013637072,0.000028047602,0.0002883172,0.000021822967,0.00052673335,0.0012409555,0.00021658996],"about_ca_topic_score_codex":0.00050052087,"about_ca_topic_score_gemma":0.0011369528,"teacher_disagreement_score":0.020165093,"about_ca_system_score_codex":0.00007713647,"about_ca_system_score_gemma":0.00010792203,"threshold_uncertainty_score":0.8682418},"labels":[],"label_agreement":null},{"id":"W4417344500","doi":"10.3386/w34563","title":"Monthly Earnings Volatility and Household Pooling","year":2025,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Earnings; Pooling; Volatility (finance); Norwegian; Quarter (Canadian coin); Sorting","score_opus":0.2500662173830339,"score_gpt":0.440515842025629,"score_spread":0.19044962464259507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417344500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37667057,0.00096950034,0.0000011429292,0.0003914607,0.0005047416,0.00060723023,0.00008396606,0.000055905333,0.6207155],"genre_scores_gemma":[0.98403406,0.0002887687,0.00008732509,0.000089651374,0.002080491,0.000042819735,0.0010102186,0.000042264383,0.012324407],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962556,0.000045824367,0.0009036441,0.0007258193,0.0016627437,0.000406409],"domain_scores_gemma":[0.9956998,0.0005126436,0.00045675717,0.0003535342,0.0029555664,0.000021698801],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006377385,0.0002771389,0.0006575807,0.002078305,0.0003031927,0.00031788734,0.00047068964,0.0003432413,0.00045214675],"category_scores_gemma":[0.0032953105,0.0002936678,0.00022172752,0.00056092464,0.00021436071,0.00070775964,0.0006315675,0.00073568587,0.00007519461],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019007084,0.00016121344,0.5893087,0.0025803878,0.0002505992,0.0000151862805,0.000042347074,0.000834026,0.00011236306,0.16138594,0.24311051,0.0020087026],"study_design_scores_gemma":[0.0010995116,0.00003664075,0.2566036,0.0012033207,0.0002882284,0.0000031830662,0.00006604497,0.043083545,0.000052118317,0.17557648,0.5210135,0.00097381795],"about_ca_topic_score_codex":0.016002206,"about_ca_topic_score_gemma":0.0007973539,"teacher_disagreement_score":0.6083911,"about_ca_system_score_codex":0.0007017634,"about_ca_system_score_gemma":0.001219255,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W4417365032","doi":"10.2139/ssrn.5908867","title":"Monthly Earnings Volatility and Household Pooling","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Pooling; Volatility (finance); Norwegian; Quarter (Canadian coin); Sorting; Variance decomposition of forecast errors","score_opus":0.011318127815151378,"score_gpt":0.2200364054029103,"score_spread":0.20871827758775893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417365032","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":[0.9906264,0.004490341,0.0005154381,0.00047152306,0.0006060154,0.00028877181,0.00000984877,0.00014743269,0.0028442452],"genre_scores_gemma":[0.99378103,0.0013377541,0.00011684754,0.00053404237,0.0019664639,0.000010795411,0.00007083298,0.000046117802,0.0021361164],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960015,0.000044747758,0.0007429489,0.00067398394,0.0005361475,0.0020006623],"domain_scores_gemma":[0.9984611,0.00004920615,0.0006614994,0.0004383498,0.00036267925,0.000027125529],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027995291,0.0004948694,0.0006561139,0.0007409634,0.00056703435,0.0008029406,0.0006001709,0.00031434905,0.0000680461],"category_scores_gemma":[0.00036987884,0.00048240312,0.00036619572,0.0004832295,0.00006845494,0.0007393383,0.0010758785,0.004664876,0.000021294438],"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":[0.00018722193,0.00012466729,0.9215339,0.0005373702,0.00034185662,0.000024737963,0.00012832474,0.0015270658,0.000051748077,0.067148745,0.0012928569,0.0071015493],"study_design_scores_gemma":[0.0018731455,0.000065620065,0.25005782,0.0014513991,0.0024069555,0.000038276783,0.00066095096,0.07406733,0.000017361217,0.61352414,0.053752173,0.0020848187],"about_ca_topic_score_codex":0.0025036046,"about_ca_topic_score_gemma":0.0021608889,"teacher_disagreement_score":0.671476,"about_ca_system_score_codex":0.0005978734,"about_ca_system_score_gemma":0.0010749111,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W4417391277","doi":"10.17016/2380-7172.3921","title":"A Note on Recent Dynamics of Consumer Delinquency Rates","year":2025,"lang":"","type":"article","venue":"FEDS Notes","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Debt; Loan; Juvenile delinquency; Quarter (Canadian coin); Consumer debt; Household debt; Financial crisis; Credit history","score_opus":0.01676159399360617,"score_gpt":0.28140648746428454,"score_spread":0.2646448934706784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417391277","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":[0.953938,0.007429354,0.0021215035,0.009119966,0.004331646,0.0015284518,0.00011982134,0.0001941536,0.021217091],"genre_scores_gemma":[0.99223983,0.0019947377,0.0005699541,0.0027076001,0.00041285623,0.000021583108,0.0003361202,0.00005515653,0.0016621547],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640936,0.00006510051,0.0014313566,0.0008147825,0.00062854186,0.0006508791],"domain_scores_gemma":[0.9959793,0.00054503116,0.00091840816,0.0008511908,0.0016770392,0.000028994846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007019141,0.0006175126,0.00094811793,0.001162354,0.00044372448,0.00039301446,0.00058703683,0.00030744227,0.0022753961],"category_scores_gemma":[0.0026364373,0.00061330036,0.00041221041,0.0030289493,0.00028324669,0.00068304007,0.00043085517,0.0003816897,0.0007722078],"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":[0.00065623573,0.0008868755,0.8401135,0.0015902789,0.00021591484,0.000024311372,0.00011425781,0.00029504462,0.00072168757,0.07960325,0.008416056,0.067362554],"study_design_scores_gemma":[0.005335867,0.00028930933,0.2632154,0.008397342,0.005370056,0.000001177335,0.00040149552,0.308195,0.007474091,0.04536789,0.3526751,0.0032772406],"about_ca_topic_score_codex":0.0015067547,"about_ca_topic_score_gemma":0.0013681751,"teacher_disagreement_score":0.57689816,"about_ca_system_score_codex":0.00020555382,"about_ca_system_score_gemma":0.00021511962,"threshold_uncertainty_score":0.9996318},"labels":[],"label_agreement":null},{"id":"W46175868","doi":"","title":"Securing Lifelong Retirement Income: Global Annuity Markets and Policy","year":2011,"lang":"en","type":"book","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life annuity; Annuity; Pension; Longevity risk; Economics; Actuarial science; Business; Finance","score_opus":0.01273117128102678,"score_gpt":0.2278601782857649,"score_spread":0.21512900700473814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W46175868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03243476,0.000551998,0.000016162121,0.00024249186,0.0004799605,0.0006364657,0.000029788907,0.00032967946,0.9652787],"genre_scores_gemma":[0.20944478,0.00044874803,0.00069077464,0.006279967,0.011237171,0.00005335275,0.0006731704,0.00023103853,0.770941],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671257,0.000021637788,0.0008373271,0.00097349286,0.000777259,0.0006777011],"domain_scores_gemma":[0.99801666,0.000031244253,0.0007438451,0.00073458103,0.00041477507,0.000058918053],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064488844,0.0007756748,0.00085044064,0.00071344094,0.00035355616,0.0005450329,0.00056978053,0.00042557038,0.0023401575],"category_scores_gemma":[0.00021353162,0.0007410844,0.00030382155,0.0006213671,0.00016335404,0.0011243877,0.0014764249,0.00034533712,0.00067908224],"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":[0.0001890367,0.00012290399,0.50542104,0.0018927923,0.00018344689,0.00012885252,0.00009142439,9.5137244e-7,0.0000038994326,0.3178273,0.16503699,0.0091013275],"study_design_scores_gemma":[0.00068547233,0.000019246207,0.30864355,0.00082062866,0.00056911097,0.000004370022,0.00001719344,0.00034650546,0.0000040364384,0.047088325,0.64043695,0.0013646429],"about_ca_topic_score_codex":0.0030150649,"about_ca_topic_score_gemma":0.001349137,"teacher_disagreement_score":0.47539994,"about_ca_system_score_codex":0.0004900271,"about_ca_system_score_gemma":0.0002380477,"threshold_uncertainty_score":0.999504},"labels":[],"label_agreement":null},{"id":"W56490552","doi":"10.1023/a:1011937121944","title":"Life-Value Economics vs. the Neo-Classical Paradigm: Reply to Hodgson","year":2001,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"University of Guelph","funders":"","keywords":"Business ethics; Quality of Life Research; Political science; Law; Medicine; Public health; Nursing","score_opus":0.05320431791598543,"score_gpt":0.27017130192942185,"score_spread":0.21696698401343642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56490552","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":[0.7637338,0.00025017635,0.001601312,0.23020111,0.0019556687,0.00024948228,0.0000018449289,0.00004566726,0.0019609528],"genre_scores_gemma":[0.8885634,0.00071143237,0.00086802413,0.10032665,0.00882508,0.0000062523477,0.000010573833,0.000078402416,0.0006101756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974321,0.00006950991,0.0011000158,0.00029861735,0.00068372866,0.00041601292],"domain_scores_gemma":[0.9963047,0.00041015752,0.0011906662,0.00051660987,0.0014947213,0.00008316128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028498257,0.00030032976,0.0005991832,0.0004952347,0.00047501302,0.00069712603,0.00079893257,0.00021830374,0.00020191047],"category_scores_gemma":[0.0052919,0.0002140716,0.00030034521,0.0015999766,0.00013630115,0.0014723694,0.00025397105,0.0010454437,0.00024418434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026527983,0.0007916707,0.48411116,0.0004740922,0.00025592578,0.00053411286,0.0015897427,0.04807188,0.00027372772,0.23359594,0.21746619,0.010182775],"study_design_scores_gemma":[0.0005448984,0.000029635941,0.17562139,0.00018966671,0.0002750791,0.000048906426,0.0000833066,0.0053548077,0.000011007871,0.006037516,0.81148344,0.00032035183],"about_ca_topic_score_codex":0.0004374709,"about_ca_topic_score_gemma":0.00016264508,"teacher_disagreement_score":0.59401727,"about_ca_system_score_codex":0.00010706958,"about_ca_system_score_gemma":0.000412737,"threshold_uncertainty_score":0.87295866},"labels":[],"label_agreement":null},{"id":"W580640111","doi":"","title":"Treasury's myRA To Debut in Late 2014: New Retirement Savings Program Will Provide Safe, No-Fee Starter Accounts","year":2014,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Treasury; Business; Savings account; Finance; Economics; Political science; Law","score_opus":0.013052552501886847,"score_gpt":0.2567252989227141,"score_spread":0.24367274642082726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580640111","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":[0.9682523,0.00004416709,0.00008385417,0.013478512,0.00023728609,0.00097115303,0.000059939983,0.00012855453,0.01674422],"genre_scores_gemma":[0.98911595,0.000028458993,0.0005304685,0.007984619,0.0011040994,0.00006394181,0.0001566347,0.000027970485,0.0009878435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972709,0.000045400604,0.0006764957,0.00057117024,0.00046918774,0.00096688734],"domain_scores_gemma":[0.99874794,0.00004761798,0.00023089911,0.00044666053,0.00037736478,0.0001495403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005150051,0.00035263132,0.00040536997,0.0008956745,0.0001916619,0.00084405165,0.00037120882,0.0001315808,0.00015518155],"category_scores_gemma":[0.0010563709,0.00036709325,0.00009983654,0.0013022021,0.00010915949,0.0015612136,0.0003108318,0.0001486626,0.00034122102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024618548,0.000183154,0.77071,0.00008297618,0.000014931023,0.0000037172679,0.00012698575,0.000050881292,0.000009386768,0.19177608,0.024233406,0.012783861],"study_design_scores_gemma":[0.0009578659,0.0000366767,0.60094965,0.00007980064,0.000036981775,8.145083e-7,0.000044573408,0.009554747,0.000001985606,0.007760202,0.3802086,0.00036810653],"about_ca_topic_score_codex":0.10548822,"about_ca_topic_score_gemma":0.012722908,"teacher_disagreement_score":0.3559752,"about_ca_system_score_codex":0.0005380088,"about_ca_system_score_gemma":0.00033078718,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W592840353","doi":"","title":"General discussion: activist fiscal policy to stabilize economic activity","year":2009,"lang":"en","type":"article","venue":"Proceedings - Economic Policy Symposium - Jackson Hole","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Administration (probate law); Value for money; State (computer science); Haven; Economics; Multiplier (economics); Value (mathematics); Fiscal policy; Public administration; Economic policy; Public economics; Business; Macroeconomics; Political science; Law","score_opus":0.011267904534940826,"score_gpt":0.25924966758632473,"score_spread":0.2479817630513839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W592840353","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":[0.91279167,0.00000828125,0.000011071145,0.042924564,0.00036348248,0.0006446515,0.000042640644,0.00030717227,0.042906485],"genre_scores_gemma":[0.97807276,0.000020815887,0.00016277934,0.0064155534,0.011566037,0.00007647599,0.000043777924,0.00009822895,0.0035435574],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963807,0.000011517517,0.00080422685,0.0012888116,0.0002645642,0.0012502092],"domain_scores_gemma":[0.9985298,0.000026435395,0.00066300906,0.0004978695,0.000094152405,0.00018875377],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052394054,0.000736008,0.0008755134,0.0014766147,0.0005404246,0.001431262,0.00088222505,0.00022123008,0.00042598523],"category_scores_gemma":[0.00015457945,0.0006545302,0.00042498045,0.0007180267,0.000110914276,0.0042239144,0.00050338067,0.0003136658,0.0026089214],"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":[0.0017185998,0.0011734648,0.35517958,0.00048133545,0.00018987973,0.000014522345,0.0020795583,0.0037063905,0.15036315,0.30416033,0.16216928,0.018763937],"study_design_scores_gemma":[0.0035575612,0.00038741922,0.38402814,0.00023070366,0.0003698346,0.000019615885,0.00026824448,0.04975328,0.01519605,0.019285634,0.52290046,0.004003037],"about_ca_topic_score_codex":0.0048190085,"about_ca_topic_score_gemma":0.00028250634,"teacher_disagreement_score":0.3607312,"about_ca_system_score_codex":0.0016977482,"about_ca_system_score_gemma":0.00024683264,"threshold_uncertainty_score":0.99960536},"labels":[],"label_agreement":null},{"id":"W606301215","doi":"10.1017/cbo9780511778018","title":"The Decline of the Traditional Pension","year":2010,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Salary; Pension plan; Life annuity; Annuity; Longevity risk; Plan (archaeology); Social security; Actuarial science; Longevity; Economics; Labour economics; Business; Finance; Geography; Market economy; Gerontology","score_opus":0.020601110076411473,"score_gpt":0.18055870884974878,"score_spread":0.15995759877333732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W606301215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010911857,0.00006755414,0.000009776302,0.00014700211,0.00091416424,0.00045323005,0.00007851505,0.0000555465,0.9873624],"genre_scores_gemma":[0.009062444,0.00002235565,0.000021313983,0.00044354686,0.0011367309,9.801981e-7,0.00017712831,0.000035480214,0.98910004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998417,0.000027640672,0.00031036165,0.00035547372,0.0006423337,0.00024717834],"domain_scores_gemma":[0.9978001,0.0001513656,0.0007412516,0.0007616963,0.00052848895,0.000017089456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031147,0.00029761918,0.0003426297,0.0001636945,0.0007906118,0.00013062426,0.0011893802,0.0002772401,0.000019534456],"category_scores_gemma":[0.00009199365,0.00021216148,0.00046883684,0.00006628244,0.0004797493,0.00023377904,0.0009896973,0.0006107067,0.000026376365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068656496,0.000017840417,0.0003189018,0.00008595879,0.000031378433,0.0000139814165,0.0000056752287,0.0000024759024,0.00012053595,0.6599853,0.33909518,0.00025409603],"study_design_scores_gemma":[0.0003309786,0.0000050178623,0.00414386,0.00014190043,0.00046069987,0.0000015180713,0.000008967762,0.00032871412,0.00008019519,0.0001680336,0.99408925,0.00024083875],"about_ca_topic_score_codex":0.0004657754,"about_ca_topic_score_gemma":0.00013694522,"teacher_disagreement_score":0.6598173,"about_ca_system_score_codex":0.00008587873,"about_ca_system_score_gemma":0.00017189296,"threshold_uncertainty_score":0.8651694},"labels":[],"label_agreement":null},{"id":"W612287786","doi":"10.34989/sdp-2012-9","title":"How Important Are Liquidity Constraints for Canadian Households? Evidence from Micro-Data","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"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":"Market liquidity; Consumption (sociology); Sensitivity (control systems); Economics; Business; Monetary economics; Econometrics; Demographic economics; Engineering","score_opus":0.056817795478606756,"score_gpt":0.25128669473220516,"score_spread":0.1944688992535984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W612287786","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":[0.9780909,0.0058633704,0.00018223816,0.002419101,0.0062623275,0.0017075805,0.004716088,0.00028983146,0.0004685826],"genre_scores_gemma":[0.9793146,0.0004297066,0.0034308834,0.0026524474,0.005369577,0.00021002833,0.007747758,0.00020492078,0.00064007397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99323463,0.00008775468,0.0016215221,0.003047479,0.00065187574,0.0013567081],"domain_scores_gemma":[0.99175173,0.0004734671,0.0026010356,0.0037834782,0.0011441637,0.00024610324],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015913894,0.0012441635,0.0019305339,0.0008481695,0.0008000141,0.0032447814,0.0028475279,0.0009657394,0.0030206146],"category_scores_gemma":[0.0030935674,0.0014187797,0.000867213,0.00053909793,0.0006953153,0.0030370897,0.0026302526,0.0010910304,0.00019742889],"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":[0.000041367908,0.00007982833,0.9402791,0.0005157579,0.00023941827,0.00026159163,0.0000794847,0.000012102085,0.00029705014,0.00011427371,0.057812013,0.00026799328],"study_design_scores_gemma":[0.0019330098,0.000035526093,0.7879119,0.0072063315,0.0034673365,0.000035558176,0.0014195518,0.007907979,0.0006159316,0.001270786,0.1828493,0.005346822],"about_ca_topic_score_codex":0.14671123,"about_ca_topic_score_gemma":0.49499124,"teacher_disagreement_score":0.34828,"about_ca_system_score_codex":0.00084092055,"about_ca_system_score_gemma":0.002792798,"threshold_uncertainty_score":0.99882615},"labels":[],"label_agreement":null},{"id":"W618962613","doi":"","title":"Retirement in a Defined Contribution Era: Making the Money Last, 41 J. Marshall L. Rev. 1091 (2008)","year":2008,"lang":"en","type":"article","venue":"UIC Law Open Access Repository (University of Illinois at Chicago)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Poverty; Social security; Annuity; Poverty rate; Quarter (Canadian coin); Demographic economics; Economics; Poor people; Poverty level; Demography; Economic growth; Geography; Sociology; Finance; Life annuity","score_opus":0.027937586604483387,"score_gpt":0.24688018648797563,"score_spread":0.21894259988349224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W618962613","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":[0.9651605,0.0002862541,0.000051005547,0.001165693,0.000294268,0.0009603672,0.00001045658,0.00006715036,0.03200434],"genre_scores_gemma":[0.9965024,0.00011941345,0.00021962299,0.0008869544,0.00022666191,0.00000559859,0.00011848026,0.000026944723,0.0018939279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749935,0.00011097583,0.00056871603,0.0006841561,0.00067881023,0.00045798876],"domain_scores_gemma":[0.9976826,0.000090405134,0.0009064184,0.0007642331,0.0005230445,0.000033307628],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00065385323,0.00031718376,0.0006117253,0.0002436714,0.0017314792,0.00044794122,0.0023472058,0.00016584258,0.0005641708],"category_scores_gemma":[0.00009614367,0.00029626623,0.00024779647,0.0012007767,0.00036320003,0.0033895564,0.0029655807,0.00031546227,0.00010518362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064981915,0.0003575802,0.9479402,0.00016057717,0.00009513818,0.00043836774,0.00043938519,0.0003535846,0.0015345713,0.027832054,0.020027326,0.00017144576],"study_design_scores_gemma":[0.0031851383,0.00004248686,0.8695711,0.0005066028,0.0003860162,0.000024863928,0.0002876098,0.004679732,0.00059514825,0.0009224862,0.11898059,0.000818222],"about_ca_topic_score_codex":0.0206583,"about_ca_topic_score_gemma":0.01284818,"teacher_disagreement_score":0.09895326,"about_ca_system_score_codex":0.00035248123,"about_ca_system_score_gemma":0.00008120886,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W653591541","doi":"","title":"Impacts of Cyclical Downturns on the Third Pillar of the RIS and Policy Responses","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Recession; Unemployment; Economics; Pension; Labour economics; Pillar; Stock (firearms); Order (exchange); Great recession; Demographic economics; Finance; Macroeconomics","score_opus":0.027747761205423584,"score_gpt":0.2964945390993575,"score_spread":0.2687467778939339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653591541","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":[0.97431344,0.000083561325,6.129843e-8,0.0025335024,0.00011721405,0.000727365,0.000025508003,0.000011979151,0.022187363],"genre_scores_gemma":[0.99617845,0.0022057265,0.000028753599,0.0004759792,0.00046260713,0.00005015434,0.000012373055,0.000035822002,0.00055011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975514,0.00021318757,0.0007574796,0.0005250698,0.00046065185,0.00049221725],"domain_scores_gemma":[0.99678403,0.00094883755,0.00064085744,0.0012976268,0.00030003316,0.000028605933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002471483,0.00028396788,0.00057574804,0.0008144491,0.00020544273,0.00022198026,0.0009820728,0.00026768385,0.00013164966],"category_scores_gemma":[0.0043625697,0.00017811505,0.00027638642,0.00048250097,0.0006315892,0.00019420733,0.002358745,0.0009615109,0.000016730082],"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":[0.0006106246,0.0002852055,0.9409214,0.00085913076,0.00015186964,0.0000061933906,0.0005528873,0.0007468688,0.0015526279,0.037158296,0.0017112213,0.015443669],"study_design_scores_gemma":[0.00047584038,0.000046948706,0.9592346,0.00077483495,0.000059512873,0.0000012544643,0.00038642503,0.004428372,0.00057408516,0.013181769,0.020461136,0.00037523385],"about_ca_topic_score_codex":0.004830468,"about_ca_topic_score_gemma":0.0009231239,"teacher_disagreement_score":0.023976527,"about_ca_system_score_codex":0.00019640381,"about_ca_system_score_gemma":0.0002696017,"threshold_uncertainty_score":0.7302255},"labels":[],"label_agreement":null},{"id":"W6906525230","doi":"10.17632/zzrhh6hrdr.2","title":"Data to replicate \"Parents Influence Responsible Credit Use in Young Adults: Empirical Evidence from the United States, France and Brazil\", published in Journal of Family and Economic Issues in 2021.","year":2022,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Replicate; Empirical evidence; Empirical research; Evidence-based practice; Real world evidence; Quarter (Canadian coin)","score_opus":0.049106141129552396,"score_gpt":0.3069234093764026,"score_spread":0.2578172682468502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906525230","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7388048,0.0019912724,0.0000017984977,0.0003527128,0.00015236186,0.00027184436,0.2584174,0.000007092442,7.2707394e-7],"genre_scores_gemma":[0.037228562,0.017716825,0.00023080394,0.0017815542,0.00056339713,0.000021423457,0.94241244,0.00003646633,0.000008535351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962356,0.0003475321,0.0012447824,0.0012994842,0.00042977274,0.00044279933],"domain_scores_gemma":[0.9953575,0.0012744424,0.0008486038,0.0023848796,0.00008107997,0.00005346783],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032547412,0.00041162854,0.00076298125,0.0010073395,0.00021076825,0.0013938086,0.0035820436,0.0001054472,0.000108927394],"category_scores_gemma":[0.00082351046,0.00034555662,0.000026308839,0.0014792574,0.00011448596,0.0052580535,0.0072197076,0.00085376366,0.0000039120346],"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":[0.00062731747,0.00003837661,0.76409554,0.00020974757,0.00002047937,0.00005246764,0.0005174825,0.0014884111,0.0000058031824,5.9763425e-7,0.23269153,0.00025223527],"study_design_scores_gemma":[0.00047558444,0.000019903611,0.6872901,0.0027200212,0.00008101239,0.0000024288297,0.00044685105,0.060938425,6.978094e-8,0.000050096405,0.24770173,0.0002738102],"about_ca_topic_score_codex":0.2923523,"about_ca_topic_score_gemma":0.38340542,"teacher_disagreement_score":0.70157623,"about_ca_system_score_codex":0.000053080166,"about_ca_system_score_gemma":0.00008489716,"threshold_uncertainty_score":0.9998996},"labels":[],"label_agreement":null},{"id":"W6909012550","doi":"10.34989/sdp-2025-11","title":"Synthesizing Signals from the Canadian Survey of Consumer Expectations","year":2025,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Leverage (statistics); Construct (python library); Measure (data warehouse); Economic indicator; Survey data collection; Market research","score_opus":0.02082731973689695,"score_gpt":0.23611310064028612,"score_spread":0.21528578090338918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909012550","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":[0.97526276,0.0014807355,0.000026152638,0.00048479083,0.0009286607,0.0003380049,0.00014348858,0.00006290106,0.021272533],"genre_scores_gemma":[0.99714994,0.000013920319,0.00013706202,0.0016894772,0.00024302886,0.00003321657,0.0001745092,0.000025629377,0.0005332205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802804,0.00010115457,0.00073955284,0.00045512433,0.00025450505,0.0004216312],"domain_scores_gemma":[0.9971959,0.0011474709,0.00045109124,0.0006102747,0.0005569034,0.000038377435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008635491,0.0002843407,0.0005073706,0.0006197707,0.0007409861,0.00029145135,0.00055740797,0.00013503735,0.002995591],"category_scores_gemma":[0.001557659,0.00025210684,0.00020771704,0.0010783088,0.00035435267,0.0006030908,0.00011966209,0.00020412028,0.0006745791],"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":[0.000012995364,0.000029885003,0.9710702,0.00001897008,0.00008612886,0.000004310029,0.000095601274,0.000012733895,0.00011325744,0.0039877086,0.024285015,0.00028319427],"study_design_scores_gemma":[0.00026980488,0.0000027968217,0.9755583,0.00015011408,0.00021637148,3.7843938e-7,0.0002921162,0.00064718525,0.00015978367,0.00054092915,0.021882156,0.00028007326],"about_ca_topic_score_codex":0.54890716,"about_ca_topic_score_gemma":0.8255798,"teacher_disagreement_score":0.27667263,"about_ca_system_score_codex":0.00018258697,"about_ca_system_score_gemma":0.0006345254,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W6909038104","doi":"10.34989/swp-2024-36","title":"Consumer Credit Regulation and Lender Market Power","year":2024,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"","keywords":"Loan; Interest rate; Market power; Bond market; Credit history; Credit crunch; Welfare; Credit default swap index; Credit risk; Harm","score_opus":0.010188531103663991,"score_gpt":0.21634515941356097,"score_spread":0.20615662830989698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909038104","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":[0.9123883,0.0025005767,0.000050380047,0.00048846455,0.0025310684,0.00028102368,0.000017729895,0.00033869085,0.08140375],"genre_scores_gemma":[0.9885153,0.00005101296,0.0002432772,0.00091185747,0.0012595624,0.000024022698,0.000061145205,0.000060414943,0.008873409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979834,0.0000271707,0.0005525492,0.00070334744,0.00031832632,0.0004151995],"domain_scores_gemma":[0.9989781,0.00014886909,0.0002541972,0.00040264043,0.00017609926,0.000040086652],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062661775,0.0003550245,0.00039698803,0.00068134564,0.0002829284,0.0006586942,0.00018431887,0.00016685284,0.019117145],"category_scores_gemma":[0.00021112109,0.00035074944,0.00019684469,0.0005386276,0.00027146598,0.0019315231,0.00017461747,0.00022865683,0.0019083078],"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":[0.000024990206,0.000027245762,0.8005115,0.00012639447,0.00005075918,0.00002957322,0.000049637176,0.0000018509777,0.00014170952,0.013687798,0.18466732,0.00068122026],"study_design_scores_gemma":[0.00033861466,0.000009214051,0.5634249,0.00015802015,0.00020414218,0.000017475793,0.00006143027,0.0038230512,0.00002365115,0.0015825572,0.42990008,0.00045686713],"about_ca_topic_score_codex":0.00015216746,"about_ca_topic_score_gemma":0.000146228,"teacher_disagreement_score":0.24523276,"about_ca_system_score_codex":0.0000998691,"about_ca_system_score_gemma":0.000084416235,"threshold_uncertainty_score":0.99989444},"labels":[],"label_agreement":null},{"id":"W6909101838","doi":"10.34989/swp-2024-21","title":"Saving after Retirement and Preferences for Residual Wealth","year":2024,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"European Commission","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Hyporeflexia; Proteogenomics; Protein isoform; Demotion","score_opus":0.017386285337945683,"score_gpt":0.24438956297914483,"score_spread":0.22700327764119915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909101838","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":[0.9857742,0.0030836838,0.000034127388,0.00053285615,0.0015553482,0.0005929963,0.000037022975,0.0002533954,0.008136359],"genre_scores_gemma":[0.9937428,0.000081455,0.00075357844,0.0009160921,0.0020594792,0.00018018087,0.00006276551,0.00005345457,0.0021501994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775606,0.00002214374,0.0006224341,0.0007849453,0.00029694976,0.00051747635],"domain_scores_gemma":[0.99908113,0.0001796538,0.00020499298,0.00033192846,0.00015880048,0.000043486365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077394815,0.00035692623,0.0004310806,0.0005220459,0.0003233297,0.00074171135,0.00022293869,0.00012816938,0.0020702665],"category_scores_gemma":[0.00017304967,0.0003344375,0.00018478729,0.00033868177,0.00019145224,0.0010987505,0.00019931496,0.0001941226,0.00042373146],"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":[0.00006338362,0.000033295342,0.9657543,0.00060566055,0.000043280266,0.000017501678,0.00013018408,0.0000015634637,0.00008534725,0.008466417,0.022878831,0.0019202704],"study_design_scores_gemma":[0.0006262803,0.00006280557,0.7523612,0.0007735853,0.0004291771,0.000006653844,0.00022320358,0.001881404,0.00006942266,0.0044045798,0.23833516,0.0008265598],"about_ca_topic_score_codex":0.00032133947,"about_ca_topic_score_gemma":0.0013610722,"teacher_disagreement_score":0.21545634,"about_ca_system_score_codex":0.00012306045,"about_ca_system_score_gemma":0.00012410624,"threshold_uncertainty_score":0.9999108},"labels":[],"label_agreement":null},{"id":"W6909272844","doi":"10.34989/swp-2024-26","title":"Credit Card Minimum Payment Restrictions","year":2024,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Credit card; Payment; Credit card interest; Debt; Government (linguistics); Payment card; Rest (music); Credit history; Credit reference; ATM card","score_opus":0.014459822785078305,"score_gpt":0.22992803669207554,"score_spread":0.21546821390699722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909272844","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":[0.9289122,0.0017579129,0.00006314225,0.0009543616,0.0068647405,0.00038922136,0.00004482366,0.00068173185,0.06033185],"genre_scores_gemma":[0.9844604,0.00008507079,0.00026073708,0.0010656094,0.005538761,0.00009171308,0.00016064211,0.00008369263,0.008253364],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972428,0.000027105654,0.00078266347,0.000850652,0.00047444928,0.0006222998],"domain_scores_gemma":[0.9986957,0.00015264712,0.00023671673,0.00063800305,0.00021786016,0.000059079946],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051313295,0.00044342483,0.0005031023,0.0010512641,0.0004802224,0.00077406026,0.00040254116,0.00017902032,0.0050136987],"category_scores_gemma":[0.00019210031,0.00044029724,0.0004779744,0.001260679,0.00020175191,0.0016181257,0.00024125536,0.00035564648,0.0074894163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014868254,0.00007565713,0.7555482,0.00013150711,0.000075787335,0.000099459205,0.00006352166,0.000023569706,0.00019913673,0.01636078,0.22676353,0.0006439977],"study_design_scores_gemma":[0.00038105503,0.000023300718,0.17038324,0.00021970381,0.0004410019,0.000016351103,0.00014126918,0.0041860635,0.00005695778,0.0010486209,0.82242644,0.0006759962],"about_ca_topic_score_codex":0.0009464785,"about_ca_topic_score_gemma":0.00056727027,"teacher_disagreement_score":0.5956629,"about_ca_system_score_codex":0.00029156788,"about_ca_system_score_gemma":0.00019197243,"threshold_uncertainty_score":0.99980485},"labels":[],"label_agreement":null},{"id":"W6909310295","doi":"10.34989/san-2024-3","title":"How changes in the share of constrained households affect the effectiveness of monetary policy","year":2024,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Affect (linguistics); Monetary policy; Recession; Measure (data warehouse); Great recession; Credit channel","score_opus":0.03675140866836052,"score_gpt":0.29302636851569186,"score_spread":0.25627495984733134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909310295","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":[0.9913125,0.00086880196,0.0000013363745,0.0049179634,0.00006455504,0.0005916571,0.00004873487,0.0000087711815,0.002185698],"genre_scores_gemma":[0.9994498,0.000026712496,0.0000039440565,0.00008430163,0.00022733149,0.000037204045,0.000027092174,0.000015795911,0.00012782535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774814,0.00030659427,0.00020816298,0.000208209,0.0011969699,0.0003319278],"domain_scores_gemma":[0.9978518,0.0013230355,0.00008655281,0.0003755477,0.00035446466,0.0000085837355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043274323,0.00012015402,0.0002847821,0.00053448,0.000094130235,0.00010876016,0.0005771916,0.00004548666,0.00005514774],"category_scores_gemma":[0.0009874603,0.00007243128,0.000083014595,0.0026145105,0.00024989294,0.0002037837,0.00016731292,0.00022895298,8.880264e-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":[0.0012783438,0.00039841558,0.45232052,0.027969785,0.00040958592,0.0004828154,0.0012805435,0.00053810456,0.061124805,0.35876548,0.08081255,0.014619062],"study_design_scores_gemma":[0.0006738241,0.000106779305,0.9595928,0.0019062806,0.00010839705,0.0000027233793,0.0014078427,0.0059772246,0.010576462,0.0026656725,0.01670425,0.0002777132],"about_ca_topic_score_codex":0.55826265,"about_ca_topic_score_gemma":0.5715313,"teacher_disagreement_score":0.5072723,"about_ca_system_score_codex":0.0000808529,"about_ca_system_score_gemma":0.0005288981,"threshold_uncertainty_score":0.4446789},"labels":[],"label_agreement":null},{"id":"W6912591568","doi":"10.5281/zenodo.401399","title":"Financial Literacy Outcome Indicators: Phase I Of 'Strengthening Financial Literacy Program Evaluation In Canada'","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"LogicalOutcomes","funders":"","keywords":"Financial literacy; Outcome (game theory); Agency (philosophy); Government (linguistics); Outcome-based education; Phase (matter); Financial plan; Program evaluation","score_opus":0.03601390116839573,"score_gpt":0.2910102179768797,"score_spread":0.254996316808484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912591568","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":[0.9943938,0.00005278669,0.00015518029,0.00028035458,0.00016847666,0.00092390314,0.00008905414,0.00019746932,0.0037389423],"genre_scores_gemma":[0.9978511,0.000010071344,0.0002107184,0.00021051941,0.0004082255,8.3826876e-7,0.00084663596,0.0003560439,0.00010588936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725026,0.00013885488,0.0008056343,0.00048680409,0.0008557916,0.000462634],"domain_scores_gemma":[0.99782234,0.000042806092,0.0005114657,0.0004200714,0.0011664252,0.000036884652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013153187,0.00021952958,0.00031067056,0.0009238938,0.0006497057,0.000492815,0.0007551876,0.00006840315,0.0064432607],"category_scores_gemma":[0.003652065,0.00019378866,0.00008989581,0.0019127417,0.000088938934,0.0014585245,0.00065246184,0.0001918192,0.0006551593],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020616509,0.00042306556,0.01777331,0.0001507984,0.000010227383,0.000022131813,0.0003944255,0.0000210806,0.0010044893,0.003249252,0.011501659,0.9652434],"study_design_scores_gemma":[0.0031390446,0.000109455556,0.09593609,0.00030020095,0.000073020856,0.000004361035,0.00004600257,0.0037688096,0.00025293778,0.00055467867,0.8954089,0.00040647006],"about_ca_topic_score_codex":0.017588012,"about_ca_topic_score_gemma":0.0018950385,"teacher_disagreement_score":0.96483696,"about_ca_system_score_codex":0.0004679841,"about_ca_system_score_gemma":0.00006914076,"threshold_uncertainty_score":0.994465},"labels":[],"label_agreement":null},{"id":"W6924577210","doi":"10.15468/dl.fgu3ss","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Identification (biology)","score_opus":0.012334104794932852,"score_gpt":0.20794563943587496,"score_spread":0.1956115346409421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924577210","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021223074,0.000041592746,6.462358e-7,0.00015491579,0.0012961186,0.00031525662,0.99533665,0.00021213968,0.0005203759],"genre_scores_gemma":[0.00009152429,0.000029356179,9.617172e-7,0.0018679665,0.000026354324,0.0000046070118,0.99797857,5.1053217e-8,6.060319e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979107,0.000013267258,0.0005775592,0.00036923215,0.0007627882,0.0003664555],"domain_scores_gemma":[0.99843305,0.000011265229,0.00045349827,0.0005656636,0.00050500134,0.000031522883],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038012257,0.00041729136,0.00039251108,0.00036974516,0.00035072883,0.0009725147,0.0006635429,0.00032418326,0.0058269356],"category_scores_gemma":[0.00021750318,0.0004114356,0.00032215973,0.0011685044,0.00013164328,0.003566062,0.00085681066,0.00033962098,0.8237439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035396137,0.000028809442,0.01576921,0.0007477855,0.000021318425,0.0000069300495,0.0000092972205,0.000005924671,2.850288e-8,0.0000023606237,0.9829969,0.00037608],"study_design_scores_gemma":[0.00018616841,0.000005816735,0.00052469893,0.000014518449,0.00032489383,8.9833014e-7,0.000048579237,0.000003840372,2.9234823e-7,0.000011915104,0.9984565,0.00042192687],"about_ca_topic_score_codex":0.0020952623,"about_ca_topic_score_gemma":0.00011375921,"teacher_disagreement_score":0.8179169,"about_ca_system_score_codex":0.00024989047,"about_ca_system_score_gemma":0.00007913618,"threshold_uncertainty_score":0.99983376},"labels":[],"label_agreement":null},{"id":"W6927356842","doi":"10.26070/q1gp-0913","title":"Assessing Cash-for-Care Benefits to Support Aging at Home in Canada","year":2021,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","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":"Government (linguistics); Work (physics); Population ageing; Data collection; Aging in place","score_opus":0.025023239059290946,"score_gpt":0.24930620282090454,"score_spread":0.2242829637616136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927356842","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":[0.9976694,0.00055901904,0.00006621253,0.00018430786,0.00032929785,0.00018645285,0.00015324648,0.000040593168,0.00081149983],"genre_scores_gemma":[0.98938835,0.000055318444,0.00087480276,0.0022109968,0.00070702116,0.000014156694,0.006619192,0.00004209493,0.000088064015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783695,0.000029415287,0.00043030066,0.0007871196,0.0003312744,0.0005849501],"domain_scores_gemma":[0.99875706,0.0001440183,0.0001749951,0.00074721384,0.00012623718,0.00005045746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039230371,0.00027150675,0.00038234095,0.00019091117,0.00046527633,0.00060074776,0.0006940667,0.000036821908,0.000059436217],"category_scores_gemma":[0.000032775693,0.00027838952,0.00004521241,0.00077952223,0.000015807493,0.0014146459,0.0018299427,0.00013282559,0.000012728378],"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":[0.000023998004,0.000012344137,0.9799143,0.0006306605,0.000014326485,0.00008055251,0.0005434053,0.0026044452,0.00015561668,0.00010080562,0.000906409,0.015013108],"study_design_scores_gemma":[0.00044300905,0.0000057713087,0.8615324,0.00084790663,0.00012882882,0.000005722106,0.0026115645,0.09747921,0.00002660833,0.00007305136,0.0363217,0.0005242392],"about_ca_topic_score_codex":0.47182631,"about_ca_topic_score_gemma":0.98144764,"teacher_disagreement_score":0.50962126,"about_ca_system_score_codex":0.00016085444,"about_ca_system_score_gemma":0.00018148961,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W6927823884","doi":"10.34989/swp-2025-6","title":"High-Cost Consumer Credit: Desperation, Temptation and Default","year":2025,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Temptation; Welfare; Preference; Loan; Default; Face (sociological concept); Shock (circulatory); Time preference","score_opus":0.009834746265760612,"score_gpt":0.22769826333911497,"score_spread":0.21786351707335436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927823884","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":[0.9856391,0.0006119695,0.000292706,0.0005755393,0.0018812172,0.0005977815,0.00001678886,0.00019367076,0.01019123],"genre_scores_gemma":[0.9933654,0.000053532047,0.00075512304,0.0024057792,0.0008091508,0.00011308882,0.0001769461,0.00003088595,0.0022900808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980788,0.000031537485,0.0006728926,0.0006043465,0.00024170135,0.00037068853],"domain_scores_gemma":[0.99864393,0.00014530057,0.00033933323,0.00039302497,0.00044611964,0.000032258868],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047145234,0.00033766511,0.00045069127,0.000734897,0.00057602656,0.00049943523,0.00021651304,0.00016174924,0.0016129189],"category_scores_gemma":[0.000463858,0.00035267108,0.0001301737,0.0006950204,0.00026305608,0.0015594324,0.00014411478,0.00019218365,0.00085973646],"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":[0.000029903165,0.000052005496,0.9293144,0.000079275014,0.000039838647,0.0000070336996,0.00003144245,0.000023173985,0.00035098457,0.028565023,0.04031966,0.0011872851],"study_design_scores_gemma":[0.0013234627,0.000010419212,0.8075639,0.00015216436,0.00033751797,0.000004465813,0.000132256,0.0026330384,0.00028400397,0.001775288,0.18522716,0.0005563199],"about_ca_topic_score_codex":0.0007734429,"about_ca_topic_score_gemma":0.0012830049,"teacher_disagreement_score":0.14490749,"about_ca_system_score_codex":0.00012594681,"about_ca_system_score_gemma":0.00012955505,"threshold_uncertainty_score":0.9999182},"labels":[],"label_agreement":null},{"id":"W6969262531","doi":"10.5683/sp3/bwweon","title":"Replication data: Sensitivity and specificity of a milk ELISA-Ab, blood qPCR, and lymphocyte count tests to identify bovine leukosis virus infection in dairy cows using Bayesian latent class models","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bovine leukemia virus; Latent class model; Virus; Replication (statistics); Herd; Lymphocyte; Bayesian probability","score_opus":0.041972902235516356,"score_gpt":0.2964607818813418,"score_spread":0.2544878796458254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969262531","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2836466,0.00036466733,0.00025748994,0.00007686951,0.00013859615,0.000808632,0.71461076,0.000046928613,0.000049452305],"genre_scores_gemma":[0.0337596,0.0025058324,0.0002363244,0.00048278374,0.00043174266,0.000026213034,0.96251494,0.000030608346,0.000011951496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671745,0.000093079696,0.00096646114,0.0013202614,0.0005557945,0.00034696664],"domain_scores_gemma":[0.9965236,0.000115221956,0.0008186002,0.002060482,0.00044176268,0.000040328967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015129854,0.00048323613,0.00088264415,0.0011258215,0.00020008176,0.00038967078,0.0003163064,0.00031588477,0.000011560091],"category_scores_gemma":[0.0005967581,0.00051899225,0.000091714785,0.0011523897,0.00009318233,0.0014764623,0.0011776526,0.0002336449,0.0000012892094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030444778,0.00043530017,0.06984429,0.0017388867,0.000127055,0.000072560244,0.000035988807,0.00066512736,0.0017374152,0.00015262679,0.9233693,0.0015170275],"study_design_scores_gemma":[0.0019620818,0.00004666264,0.29875252,0.0021029934,0.0033118376,0.000016469434,0.000023253779,0.15377939,0.00038508908,0.00035805992,0.5378997,0.0013619724],"about_ca_topic_score_codex":0.49875507,"about_ca_topic_score_gemma":0.30062407,"teacher_disagreement_score":0.3854696,"about_ca_system_score_codex":0.00023524147,"about_ca_system_score_gemma":0.00012317179,"threshold_uncertainty_score":0.9997262},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W6980443964","doi":"","title":"Capital Senior Living Corporation Reports Second Quarter 2017 Results","year":2017,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Capital (architecture); Capital expenditure","score_opus":0.013935483720849469,"score_gpt":0.22843709425336767,"score_spread":0.2145016105325182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980443964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004987995,0.00015325373,0.000031069285,0.00009083737,0.002069499,0.00048361145,0.000024099352,0.00039983398,0.9917598],"genre_scores_gemma":[0.09171678,0.000013661014,0.000252233,0.00035982163,0.0050994493,0.000018151892,0.0008290016,0.00028091762,0.90143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975519,0.000014353991,0.0006633381,0.0008658718,0.0005276074,0.0003768953],"domain_scores_gemma":[0.99549663,0.000028415529,0.0028202604,0.001401322,0.00023186598,0.00002151482],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006147235,0.0004934735,0.0005969889,0.00072499894,0.00031688882,0.0010980915,0.00034457364,0.00037251308,0.014292674],"category_scores_gemma":[0.00038744247,0.00044606076,0.0002572759,0.00016390637,0.000076312164,0.0012774047,0.0002384547,0.00020934548,0.0023243718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011279866,0.000037462643,0.019244635,0.0001536409,0.00003120099,0.0001987974,0.000033268443,4.4325205e-7,0.00003465272,0.00048161365,0.97956353,0.00020947226],"study_design_scores_gemma":[0.00021213334,0.000008133012,0.018755883,0.00058510696,0.000195411,0.000007769623,0.00003051865,0.00022425957,0.0000037188595,0.00023651903,0.9790998,0.0006407652],"about_ca_topic_score_codex":0.006490228,"about_ca_topic_score_gemma":0.025805188,"teacher_disagreement_score":0.09032982,"about_ca_system_score_codex":0.00003975683,"about_ca_system_score_gemma":0.0000482932,"threshold_uncertainty_score":0.99993885},"labels":[],"label_agreement":null},{"id":"W6980728876","doi":"","title":"Contiguity and Dynamic Programming","year":2007,"lang":"en","type":"article","venue":"The scientific electronic library of periodicals of the National Academy of Sciences of Ukraine (National Academy of Sciences of Ukraine)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Contiguity; Dynamic programming; Optimal control; Control (management); Information structure; Dynamic problem","score_opus":0.028370791067089448,"score_gpt":0.29647581294840025,"score_spread":0.2681050218813108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980728876","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":[0.98595405,0.0019459253,0.000015807289,0.009080895,0.000065959204,0.00055785466,0.00006840308,0.000020311543,0.002290807],"genre_scores_gemma":[0.9970555,0.00010223005,0.0019320553,0.00048105197,0.00013542111,0.000005852232,0.000007173927,0.000011389004,0.00026937388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9915587,0.000088761786,0.0019418611,0.00070629315,0.00507095,0.0006334717],"domain_scores_gemma":[0.99507594,0.0009114283,0.003218535,0.000088026136,0.00065948255,0.000046573823],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014811504,0.00029667173,0.0007121129,0.0013500568,0.0008220666,0.00011715592,0.0033928168,0.00018938884,0.0001726452],"category_scores_gemma":[0.0018599703,0.00019512587,0.00039621297,0.0054445844,0.016742894,0.0029034824,0.0008621412,0.00041760065,0.0000019269787],"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":[0.00018520067,0.0005244245,0.030195741,0.00068034866,0.0001014803,9.173612e-8,0.0005806815,0.0015650652,0.17236485,0.7891511,0.001258799,0.003392264],"study_design_scores_gemma":[0.0018913888,0.00038548626,0.4831028,0.0011821208,0.00028700984,0.00001651602,0.0007037615,0.036690343,0.1363705,0.323037,0.01546793,0.0008651495],"about_ca_topic_score_codex":0.00007556966,"about_ca_topic_score_gemma":0.000004377982,"teacher_disagreement_score":0.46611407,"about_ca_system_score_codex":0.000044689416,"about_ca_system_score_gemma":0.0004965108,"threshold_uncertainty_score":0.98593295},"labels":[],"label_agreement":null},{"id":"W6980905354","doi":"","title":"Debt and its use among Puerto Rican undergraduate students","year":2015,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debt; Student debt; Puerto rican; Student loan; Quarter (Canadian coin); Casual; Higher education; Loan","score_opus":0.01712457117180776,"score_gpt":0.24478420437411713,"score_spread":0.22765963320230936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980905354","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":[0.9940969,0.00006250204,0.000030018919,0.00030182154,0.0001455351,0.00020768665,0.0000056791014,0.00012247945,0.0050274194],"genre_scores_gemma":[0.99725723,0.000031111882,0.00013394495,0.0005616698,0.00026557365,0.000004443108,0.00007262845,0.000034495384,0.0016389234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845296,0.000061980754,0.0001878311,0.0003902669,0.0005219762,0.0003849898],"domain_scores_gemma":[0.99909884,0.00009672105,0.00021401918,0.000253885,0.00025614476,0.00008036338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047510135,0.00023838168,0.00028612025,0.00049091893,0.00022498607,0.00077185006,0.00037133668,0.00011749015,0.000058701993],"category_scores_gemma":[0.00031613364,0.0002542651,0.0000948734,0.0008826747,0.00011346283,0.0025903138,0.00040800692,0.00016035666,0.00013989609],"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":[0.00005759428,0.00007195186,0.96899563,0.000023255236,0.000032301352,0.00016621803,0.00015627862,0.000051486582,0.000057302575,0.019909417,0.010220456,0.00025812475],"study_design_scores_gemma":[0.0014213803,0.000017232838,0.94855255,0.00004672556,0.0002489872,0.0000021312812,0.000249451,0.0042899665,0.000012944745,0.0033222123,0.041445483,0.0003909567],"about_ca_topic_score_codex":0.004350382,"about_ca_topic_score_gemma":0.0022033786,"teacher_disagreement_score":0.031225026,"about_ca_system_score_codex":0.000114669914,"about_ca_system_score_gemma":0.000041168896,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W6987129247","doi":"","title":"Séminaire « Race et Culture : Questionnements philosophiques » - Table ronde autour de Charles Mills, Le Contrat racial, Montréal, Mémoires d’encrier, 2023","year":2023,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Context (archaeology); Table (database); Relation (database); Identity (music)","score_opus":0.024498701822327818,"score_gpt":0.24369353072158792,"score_spread":0.2191948288992601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987129247","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081479326,0.08917658,0.0007232084,0.29834932,0.009138724,0.010176899,0.0030819245,0.0078105265,0.5000635],"genre_scores_gemma":[0.045197267,0.00813857,0.0008300951,0.004566066,0.0063468823,0.00014185155,0.0023598967,0.0009950183,0.9314244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390405,0.00040170003,0.0010375537,0.0016899906,0.0011736254,0.0017930904],"domain_scores_gemma":[0.9957583,0.00018821226,0.001771728,0.00090643787,0.0011162795,0.00025907284],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0010462307,0.0016068846,0.0016935486,0.0012420632,0.0016446748,0.0015979816,0.001482039,0.0023716346,0.0071813203],"category_scores_gemma":[0.0016226419,0.0017006132,0.00076983543,0.0030178893,0.00049403164,0.003952296,0.0007419648,0.0018235447,0.0024149877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019478613,0.00040594375,0.0114436215,0.00045124904,0.00063544954,0.00083807163,0.0011743695,0.00040849985,0.0014861682,0.043027144,0.9373439,0.0025907753],"study_design_scores_gemma":[0.0031368812,0.00008766809,0.040263083,0.003480133,0.0016802216,0.000015734931,0.0038098353,0.0015897838,0.0001911812,0.0016029498,0.94211775,0.0020247928],"about_ca_topic_score_codex":0.06703416,"about_ca_topic_score_gemma":0.033371277,"teacher_disagreement_score":0.43136084,"about_ca_system_score_codex":0.001377519,"about_ca_system_score_gemma":0.0008450045,"threshold_uncertainty_score":0.9996679},"labels":[],"label_agreement":null},{"id":"W6987757991","doi":"","title":"Trois essais sur la santé, la consommation et les outils de décumulation","year":2020,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Self reliance; Context (archaeology); Behavioral analysis","score_opus":0.01018595720818872,"score_gpt":0.21623031248127608,"score_spread":0.20604435527308737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987757991","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":[0.81525064,0.0007596467,0.0022725428,0.0016476627,0.00011920593,0.00061448105,0.000077257166,0.000107515436,0.17915103],"genre_scores_gemma":[0.92210066,0.0005702557,0.0020907745,0.00021473182,0.00020912933,0.0000012436545,0.00060706446,0.00009727087,0.074108854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977702,0.0004928632,0.0004134505,0.00054410956,0.00040835925,0.0003710405],"domain_scores_gemma":[0.9979009,0.0007312096,0.00080648536,0.00034465396,0.00017288816,0.00004388661],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078661164,0.00041020085,0.0007475716,0.0008632766,0.0001826291,0.00013470363,0.00047406045,0.00044274316,0.0032926742],"category_scores_gemma":[0.0004710153,0.0005379304,0.00034175182,0.0007218915,0.00031691155,0.0010466096,0.00030612032,0.0004779154,0.00022975152],"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":[0.0005414654,0.0005433033,0.5670834,0.0017992295,0.00020447613,0.00042734685,0.019663295,0.0012864203,0.00027624585,0.07834676,0.014414865,0.31541318],"study_design_scores_gemma":[0.0016342279,0.000018065366,0.88441813,0.0010692418,0.00055437477,0.0000015631767,0.0034260042,0.024031807,0.000004330712,0.006426942,0.07787051,0.0005448256],"about_ca_topic_score_codex":0.64420813,"about_ca_topic_score_gemma":0.906931,"teacher_disagreement_score":0.31733468,"about_ca_system_score_codex":0.00013820932,"about_ca_system_score_gemma":0.00014796657,"threshold_uncertainty_score":0.9997072},"labels":[],"label_agreement":null},{"id":"W6987825660","doi":"","title":"Using the transtheoretical model of change to explore factors affecting adoption of positive financial behaviours by credit counselling clients","year":2008,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transtheoretical model; Debt; Agency (philosophy); Sample (material); Financial literacy; Financial intermediary; Per capita","score_opus":0.06813180700998223,"score_gpt":0.24668347955538106,"score_spread":0.17855167254539883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987825660","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":[0.99671453,0.00006364112,0.0021067697,0.0000338475,0.00024725028,0.0005662437,0.00008669511,0.000023228205,0.00015780532],"genre_scores_gemma":[0.9983085,0.00008184829,0.00039858973,0.00002528642,0.00014923989,6.8518585e-7,0.000947752,0.00003582686,0.00005226552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836624,0.000033126984,0.00027856987,0.0003644186,0.00068875164,0.00026891025],"domain_scores_gemma":[0.9981983,0.000050546834,0.00084543397,0.00023466696,0.00064847694,0.000022586524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023479274,0.00030343528,0.0005808486,0.000490971,0.00038759914,0.000023430983,0.00040019673,0.00025726404,0.00001212043],"category_scores_gemma":[0.00004041659,0.00032835928,0.00034453973,0.000647839,0.0001462437,0.000611564,0.000050048013,0.0002375062,0.0000036323877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033193615,0.0014094766,0.89118654,0.0026187322,0.00028802623,0.00004913217,0.05408449,0.008821684,0.026967876,0.0065054013,0.0033631448,0.0013861199],"study_design_scores_gemma":[0.0019252114,0.00027921962,0.7753164,0.0038681393,0.0047559487,0.0000013326239,0.1301708,0.075124934,0.00602938,0.00047934338,0.00023655946,0.0018127089],"about_ca_topic_score_codex":0.005336611,"about_ca_topic_score_gemma":0.02142583,"teacher_disagreement_score":0.11587015,"about_ca_system_score_codex":0.00008356855,"about_ca_system_score_gemma":0.000043107157,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W6989736756","doi":"","title":"A Case Study of Financial Literacy and Debt of Immigrants in Lloydminster, Canada","year":2017,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Debt; Immigration; Focus group; Exploratory research; Qualitative research; Financial ratio; Product (mathematics); Rationality","score_opus":0.01221510109810923,"score_gpt":0.21375493577478716,"score_spread":0.20153983467667794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989736756","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":[0.9986293,0.000050520834,0.0000024145124,0.000035808127,0.00013574386,0.00025688446,0.000005413474,0.000008439168,0.00087550224],"genre_scores_gemma":[0.999349,0.000009904666,0.00004352329,0.00005628126,0.000070493166,5.6644495e-7,0.0000045990714,0.000010596297,0.00045505748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885,0.000029057817,0.00031113165,0.00031741743,0.0002742519,0.00021816026],"domain_scores_gemma":[0.9986835,0.000034382734,0.0005165262,0.00050451735,0.00023893706,0.000022111568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026058487,0.00017019345,0.0003767917,0.0006211635,0.0003944332,0.00016085441,0.00045083067,0.00007614225,0.000037764352],"category_scores_gemma":[0.0002241703,0.00018728229,0.000060440085,0.0006026646,0.000073381394,0.0021857996,0.0004596287,0.0002113341,0.0000017301932],"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":[0.00010706788,0.00018891151,0.99237025,0.00007254148,0.000012942962,0.0039572697,0.00036991702,0.000012975835,0.000042272404,0.00054634956,0.00008133818,0.0022381453],"study_design_scores_gemma":[0.0024116987,0.00003733904,0.9916498,0.00021983961,0.00018126513,0.000015189849,0.0017747605,0.00043861076,0.00002510697,0.00006882535,0.0029146315,0.00026289932],"about_ca_topic_score_codex":0.77117383,"about_ca_topic_score_gemma":0.90606326,"teacher_disagreement_score":0.13488941,"about_ca_system_score_codex":0.00005910574,"about_ca_system_score_gemma":0.0001181062,"threshold_uncertainty_score":0.76371497},"labels":[],"label_agreement":null},{"id":"W6989963567","doi":"","title":"Child Development Accounts Reach Over 15 Million Children Globally","year":2022,"lang":"en","type":"article","venue":"Open Scholarship Institutional Repository (Washington University in St. Louis)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Child development; Child poverty; Public policy; Child care; Government (linguistics); Poverty","score_opus":0.014602268655820212,"score_gpt":0.22288985104490627,"score_spread":0.20828758238908607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989963567","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":[0.9197814,0.00008567098,0.000013262445,0.00013417435,0.00076914474,0.0006402437,0.00003580792,0.00009026181,0.07845007],"genre_scores_gemma":[0.99467516,0.0000080657355,0.0003811694,0.0010176513,0.0003591174,0.000011230882,0.000750431,0.000027412063,0.0027697892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626184,0.00014196533,0.00057466293,0.0009307608,0.0015821101,0.0005086834],"domain_scores_gemma":[0.99855226,0.00003654109,0.00050298206,0.00053692685,0.0003130661,0.00005820092],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016348305,0.00038365857,0.00040943138,0.0009676962,0.0041588373,0.0013390192,0.0024650737,0.00014289648,0.001148198],"category_scores_gemma":[0.00016541123,0.00046794416,0.0001701359,0.0022990077,0.00014044353,0.0063228304,0.0034889919,0.0008781053,0.00017738515],"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":[0.0003806877,0.00044920767,0.9625347,0.000029259041,0.00005148186,0.0002576193,0.00012558111,0.0019377411,0.00014451373,0.03216532,0.0016349647,0.00028889126],"study_design_scores_gemma":[0.0011778127,0.0000128611955,0.6594077,0.0001325883,0.000064700354,0.000023696746,0.00015162722,0.00012782041,0.00003985906,0.00017435037,0.3382215,0.00046552613],"about_ca_topic_score_codex":0.0039254325,"about_ca_topic_score_gemma":0.00097165565,"teacher_disagreement_score":0.33658653,"about_ca_system_score_codex":0.0018446407,"about_ca_system_score_gemma":0.0005096346,"threshold_uncertainty_score":0.9997772},"labels":[],"label_agreement":null},{"id":"W6990043618","doi":"","title":"Credit Counseling in Canada: An Empirical Examination","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empirical examination; Empirical research; Debt; Payment; Empirical evidence","score_opus":0.015735609326432805,"score_gpt":0.2323259930115374,"score_spread":0.21659038368510458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990043618","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":[0.9933131,0.00007933002,0.000024228033,0.00037021918,0.00038382164,0.00027554427,0.0000022017182,0.00007118528,0.0054804236],"genre_scores_gemma":[0.9933689,0.000005937027,0.0002362742,0.0046230843,0.0011574678,0.00004453957,0.00012770006,0.000030872292,0.00040518842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980461,0.00003834435,0.00048198237,0.000424486,0.00058226316,0.00042684996],"domain_scores_gemma":[0.99901867,0.000048837257,0.00018722023,0.0003572301,0.00034112635,0.0000468901],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005024168,0.00021857937,0.00028407056,0.00020672132,0.00019617895,0.0003984816,0.00031502594,0.0000802664,0.0028751425],"category_scores_gemma":[0.00019472327,0.00021774352,0.00005649007,0.00071525713,0.000033915327,0.0027075335,0.0000884106,0.00022837843,0.0009281008],"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":[0.000009692356,0.00007465877,0.9773187,0.000049953538,0.0000059776667,0.00002668564,0.000058032885,0.00020781161,0.0002621815,0.004865169,0.01535533,0.0017658055],"study_design_scores_gemma":[0.00044423112,0.000009034292,0.9047895,0.0000614749,0.0000358581,7.278376e-7,0.0002567925,0.026539747,0.000037547143,0.0013803735,0.0660619,0.00038281272],"about_ca_topic_score_codex":0.9440107,"about_ca_topic_score_gemma":0.9638871,"teacher_disagreement_score":0.0725292,"about_ca_system_score_codex":0.00039710823,"about_ca_system_score_gemma":0.0002024758,"threshold_uncertainty_score":0.9998498},"labels":[],"label_agreement":null},{"id":"W6990082383","doi":"","title":"A comparative study of Quebec &amp; Ontario's curricula in financial literacy education: presence, components and aims","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Curriculum; Scope (computer science); Qualitative research; Work (physics); Literacy; Data collection","score_opus":0.021587925783531255,"score_gpt":0.2722992311360344,"score_spread":0.25071130535250313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990082383","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":[0.9830388,0.00015809691,2.4596611e-8,0.000004366309,0.0013558952,0.001627573,0.000059910264,0.00006417233,0.013691183],"genre_scores_gemma":[0.9872819,0.000013654999,0.00023446543,0.00015309952,0.00025159144,0.00021739303,0.0021033303,0.00007580984,0.009668765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954502,0.00015466727,0.0015318329,0.0012687648,0.0010401435,0.00055437227],"domain_scores_gemma":[0.9959838,0.00011174094,0.0015441551,0.00075289904,0.0015435029,0.00006389426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006974724,0.00083782716,0.0014010208,0.0014738292,0.0007325174,0.00032868682,0.00069974945,0.00040152748,0.00060022494],"category_scores_gemma":[0.00043769935,0.0008736035,0.00024261777,0.0017535094,0.00010436805,0.002846306,0.00033788724,0.00092821155,0.00021054666],"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":[0.0034478963,0.019695053,0.8373842,0.0037120488,0.000502608,0.00013172622,0.003953655,0.00008096588,0.0053332257,0.062388506,0.00076717045,0.06260294],"study_design_scores_gemma":[0.0019844265,0.00012142054,0.8548977,0.002081832,0.00062123,0.000002485245,0.0011750716,0.000078476056,0.0002108068,0.006339468,0.13112165,0.001365426],"about_ca_topic_score_codex":0.34283754,"about_ca_topic_score_gemma":0.8721166,"teacher_disagreement_score":0.5292791,"about_ca_system_score_codex":0.000503695,"about_ca_system_score_gemma":0.00018221229,"threshold_uncertainty_score":0.99937147},"labels":[],"label_agreement":null},{"id":"W6990886295","doi":"","title":"Ernst &amp; Young Financial Services Survey: Results Report 1st Quarter","year":2012,"lang":"en","type":"other","venue":"SUNScholar (Stellenbosch University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial services; Payment; Financial Audit","score_opus":0.016271257811456687,"score_gpt":0.20438276978347086,"score_spread":0.18811151197201417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990886295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026028613,0.0006236634,0.000055548706,0.000091998845,0.0029162937,0.00072452746,0.00036173928,0.0006964499,0.96850115],"genre_scores_gemma":[0.02231073,0.0002127746,0.00040529695,0.0003636742,0.004540392,0.0000020340608,0.007243647,0.0005135781,0.96440786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601656,0.00014679399,0.00072114356,0.0012810361,0.0009228033,0.00091168366],"domain_scores_gemma":[0.9962477,0.00006500597,0.0015496698,0.0015162022,0.0005324564,0.00008894218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014026328,0.0008525547,0.00095898134,0.002365368,0.0005285073,0.0005127056,0.0012030866,0.0008389303,0.0044292267],"category_scores_gemma":[0.00030611208,0.00094694545,0.0004755531,0.002228406,0.00013033817,0.002259951,0.0006866852,0.00080258097,0.00564686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003230448,0.00022170291,0.44991365,0.0005189332,0.0001153306,0.00060951774,0.00009994327,0.0000027091432,0.000020757652,0.0015922611,0.5463932,0.0001889421],"study_design_scores_gemma":[0.0009609895,0.000009060882,0.06326135,0.00031721222,0.00047917405,0.000008015536,0.000078806625,0.000015095016,0.0000021484566,0.000021110476,0.93385977,0.0009872494],"about_ca_topic_score_codex":0.0231347,"about_ca_topic_score_gemma":0.045342393,"teacher_disagreement_score":0.38746658,"about_ca_system_score_codex":0.00016036016,"about_ca_system_score_gemma":0.00012817864,"threshold_uncertainty_score":0.9992981},"labels":[],"label_agreement":null},{"id":"W6992366858","doi":"","title":"L’endettement étudiant au Québec : Qui sont les étudiants endettés?","year":2023,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Context (archaeology); Path dependency","score_opus":0.07363886635296654,"score_gpt":0.31246352679600786,"score_spread":0.23882466044304132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992366858","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":[0.7186667,0.003037301,0.0008786896,0.0029937548,0.011823908,0.0023010594,0.0004282699,0.00080829306,0.25906202],"genre_scores_gemma":[0.90241754,0.0002419387,0.0013622437,0.00040810814,0.0035244946,0.0004952284,0.003768342,0.00018203071,0.08760009],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.989217,0.000618079,0.0020552634,0.002289834,0.004173298,0.0016465593],"domain_scores_gemma":[0.9912359,0.002080771,0.001538347,0.00073035754,0.0040959814,0.0003186184],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0068877814,0.0014373374,0.0010985577,0.0022169575,0.003975999,0.004006047,0.001441374,0.0019323147,0.00025468803],"category_scores_gemma":[0.018514182,0.001551256,0.0012235247,0.0039836927,0.0018244222,0.006300804,0.0006004029,0.0022693658,0.0025716226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00061248854,0.0026389216,0.6149942,0.0040158,0.0009846577,0.0013065664,0.002612015,0.015572462,0.009104155,0.30076876,0.04002719,0.00736275],"study_design_scores_gemma":[0.00285843,0.00008197667,0.43604305,0.0076520885,0.0012873411,0.00018138082,0.0040270705,0.017230943,0.0031662926,0.010915515,0.5122514,0.0043045245],"about_ca_topic_score_codex":0.031488948,"about_ca_topic_score_gemma":0.08478608,"teacher_disagreement_score":0.4722242,"about_ca_system_score_codex":0.015913785,"about_ca_system_score_gemma":0.023063106,"threshold_uncertainty_score":0.99983764},"labels":[],"label_agreement":null},{"id":"W6992483007","doi":"","title":"Lien intergénérationnel du revenu et immigrants de génération 1,5 : le rôle de l’âge à l’arrivée","year":2023,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Lien; Ven; Child care","score_opus":0.007525877606265508,"score_gpt":0.1894369704726594,"score_spread":0.1819110928663939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992483007","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":[0.95412254,0.0002603316,0.0019547308,0.0036988272,0.0003292548,0.0006214581,0.000054422853,0.00017426048,0.038784172],"genre_scores_gemma":[0.88317615,0.000464764,0.001059048,0.00025764364,0.0003670577,0.0000031805994,0.0002687686,0.00018570242,0.114217676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977158,0.00021224226,0.00046317573,0.00062153005,0.00038639925,0.0006008904],"domain_scores_gemma":[0.99830216,0.00019182316,0.00076329283,0.00048037374,0.00020678194,0.000055543485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096623605,0.0004090242,0.00069220585,0.001238557,0.00031443182,0.00011204991,0.00069017446,0.00035437907,0.0012148874],"category_scores_gemma":[0.0003464396,0.0005722546,0.00037099214,0.001090531,0.00022686923,0.0012847707,0.00043423948,0.00040714868,0.00066351227],"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":[0.0005152315,0.00086512923,0.7732075,0.0011427493,0.00024182985,0.00066364254,0.031842377,0.0022082878,0.0007462623,0.098987244,0.02370826,0.06587153],"study_design_scores_gemma":[0.0016732694,0.00003509017,0.9204866,0.0017876267,0.0004033479,0.0000028038128,0.013537141,0.02726515,0.000011265355,0.02038398,0.013716373,0.0006973539],"about_ca_topic_score_codex":0.8505039,"about_ca_topic_score_gemma":0.993932,"teacher_disagreement_score":0.14727914,"about_ca_system_score_codex":0.00032415375,"about_ca_system_score_gemma":0.00027241514,"threshold_uncertainty_score":0.99969816},"labels":[],"label_agreement":null},{"id":"W6992814140","doi":"","title":"micro evidence from sixteen Latin American and Caribbean countries","year":2015,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Latin Americans; Public policy; Field (mathematics)","score_opus":0.027572490106253275,"score_gpt":0.24749433336530405,"score_spread":0.2199218432590508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992814140","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":[0.96418875,0.0037007246,0.00023279914,0.018407663,0.001113797,0.00068100676,0.00014136315,0.00037775454,0.011156165],"genre_scores_gemma":[0.99183804,0.0006420954,0.0027425606,0.001003331,0.002804626,0.000082997365,0.00042992088,0.0001062462,0.0003501908],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450433,0.00029467288,0.0012255884,0.0014250198,0.0015097581,0.0010406441],"domain_scores_gemma":[0.99530625,0.00051208737,0.0013048277,0.0009308053,0.0015956202,0.0003503853],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012035811,0.0008930333,0.0011104315,0.0008464714,0.0009545064,0.0020911552,0.0009174428,0.0004594661,0.000114008464],"category_scores_gemma":[0.0022032945,0.0008998261,0.00030731782,0.0016750152,0.00014663974,0.002433352,0.00091657124,0.00070322084,0.00016343751],"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":[0.0008242599,0.0005165783,0.613924,0.00043653703,0.00029256303,0.00033914344,0.0025406617,0.000064291955,0.0018306039,0.36977848,0.007738326,0.0017145259],"study_design_scores_gemma":[0.0010449208,0.00005995612,0.21277902,0.000774452,0.0005741705,0.000036297428,0.0007521066,0.0013631298,0.00025494996,0.00045132954,0.78099686,0.0009128014],"about_ca_topic_score_codex":0.00034659012,"about_ca_topic_score_gemma":0.0013287733,"teacher_disagreement_score":0.77325857,"about_ca_system_score_codex":0.0006765527,"about_ca_system_score_gemma":0.00056235417,"threshold_uncertainty_score":0.99934524},"labels":[],"label_agreement":null},{"id":"W6999096687","doi":"","title":"3 Canadian Stocks Offering High Dividend Yields To Bolster Retirement Income","year":2021,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bolster; Dividend; Stock (firearms); Asset (computer security)","score_opus":0.013413607658852801,"score_gpt":0.21926311183470829,"score_spread":0.20584950417585549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999096687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012348663,0.00037713716,0.00009902889,0.0017258263,0.002100614,0.0010166322,0.000031422842,0.00035731005,0.98194337],"genre_scores_gemma":[0.10001893,0.000021649032,0.00076352234,0.008754958,0.0039763083,0.00008047603,0.0005658736,0.00060076854,0.8852175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701905,0.00001696557,0.0005569346,0.00090673513,0.00071046053,0.00078986236],"domain_scores_gemma":[0.9984457,0.000019099354,0.00028944996,0.0009363843,0.00020055214,0.00010881237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027361454,0.00061957596,0.0007630538,0.0018376551,0.00019654751,0.00067446806,0.0006251838,0.0003784685,0.10082343],"category_scores_gemma":[0.000118206124,0.0006066924,0.0002460039,0.0011293177,0.000025501668,0.00026366435,0.00064150576,0.00028212552,0.0023171746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008137033,0.000030127909,0.14831741,0.00043043087,0.00008126471,0.00012960029,0.000022658727,0.000010557938,0.00003452701,0.0041361605,0.8459296,0.00086947693],"study_design_scores_gemma":[0.00021274558,0.000009294247,0.032596618,0.0010589666,0.00019077687,4.850823e-7,0.000026821124,0.00008574914,0.000012257496,0.00011270743,0.96485436,0.0008392319],"about_ca_topic_score_codex":0.7330188,"about_ca_topic_score_gemma":0.87863195,"teacher_disagreement_score":0.14561316,"about_ca_system_score_codex":0.00035331515,"about_ca_system_score_gemma":0.00013845864,"threshold_uncertainty_score":0.99963844},"labels":[],"label_agreement":null},{"id":"W7000175442","doi":"","title":"Entrepreneurial Income and Wealth Dynamics","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nutrition Obesity Research Center, University of North Carolina; University of Toronto; Ewing Marion Kauffman Foundation","keywords":"Entrepreneurship; Distribution (mathematics); Productivity; Systematic risk; Incomplete markets; Aggregate (composite); Aggregate data; Financial risk; Survey data collection","score_opus":0.00844348920190046,"score_gpt":0.28049767236866063,"score_spread":0.27205418316676017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000175442","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":[0.9823316,0.0014606686,0.000017315584,0.00044033845,0.0043295175,0.00086050614,0.00001572146,0.00014056893,0.010403765],"genre_scores_gemma":[0.94126564,0.00077017327,0.00014180328,0.0005184664,0.002241808,0.00008544503,0.006390676,0.00019201013,0.048394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548376,0.00010464862,0.0010447177,0.001386342,0.0011931683,0.0007873584],"domain_scores_gemma":[0.9968739,0.00012386401,0.00171962,0.0007852571,0.00041437914,0.000082969855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076971244,0.00089287007,0.0010917885,0.001147167,0.0010632512,0.00097118615,0.0006216284,0.00034712502,0.009699545],"category_scores_gemma":[0.00048484546,0.0010496208,0.0003780528,0.0017046973,0.00009558912,0.0009222593,0.0008349174,0.00081902614,0.00042136043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096944073,0.00028202363,0.9726748,0.0020552282,0.000117169315,0.000108858316,0.004606289,0.00017132677,0.00004963503,0.014227499,0.0016239445,0.0031137757],"study_design_scores_gemma":[0.0059563024,0.00028721613,0.65858907,0.0012797195,0.0049735056,0.000010963416,0.040752027,0.11661385,0.000043954056,0.003354662,0.16323109,0.0049076574],"about_ca_topic_score_codex":0.011744272,"about_ca_topic_score_gemma":0.0045225616,"teacher_disagreement_score":0.31408575,"about_ca_system_score_codex":0.00037703215,"about_ca_system_score_gemma":0.00021391395,"threshold_uncertainty_score":0.9991954},"labels":[],"label_agreement":null},{"id":"W7000301183","doi":"","title":"Evolución de la Cobertura del del Sistema de seguros y Pensiones en el Perú en Términos de Inclusión y Profundidad periodo : 2012 - 2017","year":2021,"lang":"es","type":"dissertation","venue":"renati","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin)","score_opus":0.008460341851796171,"score_gpt":0.2816064455712844,"score_spread":0.2731461037194882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000301183","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":[0.9835014,0.008545205,0.00019662024,0.00057198625,0.0008111458,0.0011708548,0.000058502523,0.00021439005,0.004929909],"genre_scores_gemma":[0.9596049,0.0017865226,0.0020775697,0.00094859785,0.0026053663,0.00023504577,0.003998474,0.000308535,0.028434942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935521,0.0007185682,0.0015023605,0.0014584047,0.0013486837,0.0014198808],"domain_scores_gemma":[0.9946004,0.00091922993,0.0016044237,0.0010905256,0.001632291,0.00015309884],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0025514401,0.0012866461,0.0015583371,0.0011716281,0.0014989298,0.0016517584,0.0012033209,0.0013398138,0.0012302044],"category_scores_gemma":[0.0034143024,0.0013275931,0.0009067554,0.0013960418,0.00017019497,0.0018972442,0.0008284874,0.0011021695,0.0004492626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044155284,0.000942971,0.9211788,0.008694226,0.00051866286,0.00094689673,0.0086037405,0.0003183597,0.018447608,0.0074812258,0.027114565,0.0053114034],"study_design_scores_gemma":[0.0012989017,0.000044222088,0.8922917,0.004259504,0.0028683676,0.00007875645,0.003066513,0.029489888,0.0007225422,0.00076022424,0.063045226,0.0020741175],"about_ca_topic_score_codex":0.008010241,"about_ca_topic_score_gemma":0.002976986,"teacher_disagreement_score":0.035930663,"about_ca_system_score_codex":0.00087538955,"about_ca_system_score_gemma":0.0010884647,"threshold_uncertainty_score":0.99998856},"labels":[],"label_agreement":null},{"id":"W7002137254","doi":"","title":"MLI Report: Understanding and Responding to the Threat of Russian Disinformation","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Foreign policy; Diplomacy; Espionage; The Internet","score_opus":0.010443920883606407,"score_gpt":0.19396565063682794,"score_spread":0.18352172975322154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002137254","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006695362,0.00010175469,0.0000060934,0.00040441143,0.00029544922,0.0006307278,0.00002392365,0.00007441218,0.9977937],"genre_scores_gemma":[0.024394898,0.00004908614,0.00022844193,0.00039897807,0.00028950226,0.0000074118766,0.00020621705,0.00007725033,0.9743482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981302,0.000018277246,0.0008656575,0.00019490543,0.0005557507,0.00023519543],"domain_scores_gemma":[0.9978865,0.00007312549,0.0014213002,0.00046943914,0.00012797856,0.000021698916],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005873304,0.00029084107,0.00044627427,0.0005544794,0.00013837831,0.00017775767,0.00028167313,0.00020042103,0.037595756],"category_scores_gemma":[0.00023811757,0.00022870056,0.00014061696,0.00007957708,0.000089115456,0.0000034223972,0.00021349941,0.0001487923,0.0033190225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077111836,0.000010275784,0.0003997075,0.00072540366,0.00002709128,0.00000703889,0.00015945508,0.00017244277,3.5013443e-7,0.004682271,0.9934758,0.0002630711],"study_design_scores_gemma":[0.00025278988,0.000022105558,0.0002741492,0.00058405683,0.00013208398,0.00001453838,0.00035392935,0.00017917098,0.000001707044,0.00006694823,0.99786574,0.00025275783],"about_ca_topic_score_codex":0.004013367,"about_ca_topic_score_gemma":0.0012821654,"teacher_disagreement_score":0.034276735,"about_ca_system_score_codex":0.00006097298,"about_ca_system_score_gemma":0.000017363222,"threshold_uncertainty_score":0.997457},"labels":[],"label_agreement":null},{"id":"W7006380884","doi":"","title":"Three Essays on the Korean Labor Market","year":2023,"lang":"en","type":"dissertation","venue":"CU Scholar (University of Colorado Boulder)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Shock (circulatory); Work (physics); Government (linguistics); Affect (linguistics); Wage; Working time; Quarter (Canadian coin); Public policy","score_opus":0.016775037593207743,"score_gpt":0.21510513581682653,"score_spread":0.19833009822361877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006380884","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":[0.9552724,0.00010839427,0.000007750359,0.0010001021,0.0007370373,0.00054176117,0.000043518594,0.0001929515,0.042096116],"genre_scores_gemma":[0.9313564,0.00025870043,0.00024407316,0.001262975,0.0010039844,0.0000065240415,0.002994071,0.00020336104,0.06266994],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979379,0.000047315923,0.00028054824,0.0005629346,0.00080606836,0.00036522312],"domain_scores_gemma":[0.9976861,0.00013822259,0.0007588636,0.0006930309,0.0006982122,0.000025573645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009695125,0.00038876917,0.00055265287,0.0008217293,0.0011644455,0.0002980795,0.0011213368,0.00037644408,0.0029851743],"category_scores_gemma":[0.00041390062,0.00038470473,0.0004020232,0.00188844,0.00011421615,0.001068414,0.00022314696,0.00083515677,0.0014480609],"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":[0.0020674774,0.0004936208,0.17153639,0.0017108758,0.00049004337,0.0003233113,0.0016212421,0.00003381627,0.0005252195,0.107002884,0.70658535,0.0076098023],"study_design_scores_gemma":[0.0008215616,0.00004620502,0.8430805,0.00070180267,0.0010141137,2.9556702e-7,0.007584157,0.0017270342,0.000022971937,0.0093138525,0.13492912,0.0007583795],"about_ca_topic_score_codex":0.0019238646,"about_ca_topic_score_gemma":0.011380422,"teacher_disagreement_score":0.67154413,"about_ca_system_score_codex":0.00007877387,"about_ca_system_score_gemma":0.00009970555,"threshold_uncertainty_score":0.99986047},"labels":[],"label_agreement":null},{"id":"W7008084248","doi":"","title":"Auditing Canadian Curricula for the Prevalence of Personal-Finance Related Terms Using Text-Frequency and Distant-Reading Software Tools","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Audit; Set (abstract data type); Term (time); State (computer science); Curriculum mapping; Data set","score_opus":0.05176157484261302,"score_gpt":0.27026234557167006,"score_spread":0.21850077072905705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008084248","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":[0.9983656,0.00022365173,0.00016008793,0.00010500976,0.00025376317,0.0006675677,0.000057440906,0.000057178142,0.00010973816],"genre_scores_gemma":[0.99725693,0.000034288165,0.00012837249,0.00020029907,0.0001153005,0.0000020628952,0.000033076572,0.000042073843,0.0021875994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812466,0.00004007555,0.0003727533,0.0005940926,0.00033563224,0.00053278316],"domain_scores_gemma":[0.9984131,0.00020381558,0.00056698505,0.00043436766,0.00033451387,0.0000472166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005467013,0.0003133341,0.00036627523,0.0005572745,0.00059395016,0.0004346806,0.00065099896,0.00014548893,0.00007401598],"category_scores_gemma":[0.00026043403,0.00029138415,0.00018536922,0.0008899158,0.00014308191,0.0037596426,0.00026746246,0.0002879771,0.000044710712],"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":[0.0000263592,0.00001628767,0.99707484,0.00058483524,0.000027727097,0.000027229979,0.00015413105,0.000049820566,0.0005371101,0.0009165681,9.3764345e-7,0.0005841536],"study_design_scores_gemma":[0.0006150266,0.000020132906,0.9955491,0.0010090752,0.00039618142,0.000007166505,0.00017023722,0.00020855939,0.000062978834,0.00031235116,0.0012453254,0.00040389417],"about_ca_topic_score_codex":0.0012039249,"about_ca_topic_score_gemma":0.00997237,"teacher_disagreement_score":0.008768445,"about_ca_system_score_codex":0.0002153278,"about_ca_system_score_gemma":0.0000933393,"threshold_uncertainty_score":0.9999538},"labels":[],"label_agreement":null},{"id":"W7008109646","doi":"","title":"Bibliometric Review of Research in Financial Health","year":2021,"lang":"en","type":"other","venue":"Munich Personal RePEc Archive (Munich University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Order (exchange); Financial stability; Health economics; Quality (philosophy); Bibliometrics","score_opus":0.055168144883363024,"score_gpt":0.30990857339432093,"score_spread":0.2547404285109579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008109646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019002394,0.07562561,0.0000168729,0.0008585173,0.000286358,0.0011449847,0.00013034507,0.00012234355,0.9199147],"genre_scores_gemma":[0.004970483,0.31876707,0.0021578753,0.0030055859,0.0018895249,0.0000148849185,0.0030118166,0.000652028,0.66553074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955483,0.00044876977,0.0006669799,0.00097028236,0.0015107113,0.00085492246],"domain_scores_gemma":[0.99697816,0.0003072819,0.0008974365,0.0011173476,0.00063114613,0.00006862748],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0020525006,0.00046904667,0.0013347697,0.08284507,0.00028828788,0.00007211907,0.001484694,0.00024400561,0.005214362],"category_scores_gemma":[0.0010421454,0.00053735607,0.00050397275,0.10065973,0.00040421105,0.000331798,0.0018227383,0.0011340363,0.00012406663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017101316,0.00093631144,0.060467534,0.045685858,0.00013949638,0.0011643714,0.00028025106,0.0000025218496,0.000027210328,0.033151355,0.845316,0.012658092],"study_design_scores_gemma":[0.0005928418,0.000039230516,0.011134295,0.031931996,0.00008112972,0.0000025174934,0.00020603949,0.00015089016,6.6455027e-7,0.00018283006,0.9552395,0.00043806323],"about_ca_topic_score_codex":0.021592474,"about_ca_topic_score_gemma":0.015298796,"teacher_disagreement_score":0.25438398,"about_ca_system_score_codex":0.00032739845,"about_ca_system_score_gemma":0.0009642849,"threshold_uncertainty_score":0.9997078},"labels":[],"label_agreement":null},{"id":"W7008551432","doi":"","title":"Central Valley Community Bancorp Reports Earnings Results for the Year and Quarter Ended December 31, 2016","year":2017,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Population; Work (physics)","score_opus":0.01868484871951152,"score_gpt":0.2419531262740957,"score_spread":0.2232682775545842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008551432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029967108,0.0002902718,0.00014145557,0.000504042,0.0010155971,0.0010345558,0.000025116185,0.00023157924,0.99376065],"genre_scores_gemma":[0.03162277,0.0001451993,0.00047831863,0.00073321234,0.0023288536,0.000052538613,0.00045161525,0.00022227572,0.96396524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831665,0.000033131295,0.00044617653,0.00044524603,0.00031891238,0.00043989994],"domain_scores_gemma":[0.99709356,0.00015541888,0.0012396091,0.0013145271,0.00017359715,0.000023276903],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009667282,0.00038897782,0.00048599296,0.00022698137,0.0007674098,0.0005712506,0.00044608576,0.0002546848,0.0008914072],"category_scores_gemma":[0.0005867874,0.00026209143,0.00023462136,0.000112059,0.00014885534,0.0003631771,0.00033136492,0.00035612693,0.00011341823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074151074,0.00003499506,0.026788367,0.00011876728,0.00006392329,0.000009264742,0.0000536612,6.0871355e-7,0.000003968249,0.00035924517,0.9721701,0.00032296262],"study_design_scores_gemma":[0.00065641024,0.000011241532,0.03400764,0.0002932604,0.00032736693,0.0000018325434,0.00006626535,0.00023181955,0.0000018712964,0.00034600677,0.96369654,0.00035975402],"about_ca_topic_score_codex":0.012562157,"about_ca_topic_score_gemma":0.012300555,"teacher_disagreement_score":0.029795459,"about_ca_system_score_codex":0.000025335119,"about_ca_system_score_gemma":0.000044697877,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null},{"id":"W7009810996","doi":"","title":"Exploring the retirement savings gap An Australian perspective","year":2002,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Association (psychology); Government (linguistics)","score_opus":0.07062287835230843,"score_gpt":0.2820124097287411,"score_spread":0.21138953137643265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009810996","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013853634,0.000040304116,0.0039237253,0.0017820855,0.0016063929,0.008371697,0.000053461605,0.0013452364,0.98149174],"genre_scores_gemma":[0.05930171,0.0006224755,0.017785005,0.011192443,0.003900848,0.00840194,0.0021504955,0.0009765943,0.8956685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965653,0.000083535386,0.00083884865,0.0006600983,0.0011733386,0.0006789172],"domain_scores_gemma":[0.99680716,0.000022096463,0.0011026462,0.0012567205,0.00074728794,0.00006406402],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002855099,0.0006310362,0.00050176255,0.001691282,0.00070427253,0.0026222195,0.0014223105,0.0002780502,0.0054487423],"category_scores_gemma":[0.00044660104,0.00052305247,0.00027504665,0.001772981,0.0002813688,0.01015411,0.00046806058,0.00065317313,0.0026051365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020671436,0.000099815436,0.0008492163,0.0005047802,0.000030883715,0.000016863161,0.0013978924,0.00007069817,0.00015489444,0.08451626,0.9053705,0.0069675306],"study_design_scores_gemma":[0.00024248273,0.0000090792855,0.00073769083,0.0010186854,0.000121966405,0.00000340152,0.0005142782,0.00082632934,0.00035187663,0.0006355829,0.994826,0.0007126202],"about_ca_topic_score_codex":0.006036162,"about_ca_topic_score_gemma":0.0019781643,"teacher_disagreement_score":0.08945551,"about_ca_system_score_codex":0.0005173564,"about_ca_system_score_gemma":0.00013284826,"threshold_uncertainty_score":0.9997221},"labels":[],"label_agreement":null},{"id":"W7010003104","doi":"","title":"Fostering Collaboration Between local HEIs and Global Professional Engineering Organization","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Process (computing); Work (physics); Situated; Higher education; Stakeholder; Multidisciplinary approach","score_opus":0.045967571341730434,"score_gpt":0.2799106780309701,"score_spread":0.23394310668923965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010003104","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":[0.99714303,0.000054297267,0.0018183227,0.00024639958,0.00030613012,0.00015877515,0.000014365748,0.00016508145,0.00009359626],"genre_scores_gemma":[0.9982886,0.000009244288,0.000083739564,0.00031514972,0.0003970847,5.990738e-7,0.00026870245,0.00003213255,0.00060476846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852234,0.00004007997,0.00026288428,0.0004966153,0.00037295197,0.00030511708],"domain_scores_gemma":[0.99882907,0.00003281532,0.00019192653,0.00024856685,0.0006495661,0.000048074216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019576131,0.00025417478,0.00028507307,0.00028413083,0.0003172893,0.00064468663,0.00024162962,0.00016050153,0.00006323163],"category_scores_gemma":[0.00012521517,0.00030486696,0.000055858636,0.0020611023,0.000044065022,0.0037151896,0.0010885348,0.00019978284,0.0001185298],"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":[0.000017051952,0.000029287057,0.9977295,0.000115163544,0.000022486125,0.00010769706,0.0000484326,0.000086358654,0.0007436708,0.00055323105,0.0000022286051,0.0005448979],"study_design_scores_gemma":[0.00059268426,0.000008926742,0.99575275,0.00020177549,0.00016749237,0.000006123398,0.00022128085,0.000028892848,0.0006540662,0.0001304581,0.0018982044,0.00033734346],"about_ca_topic_score_codex":0.000009643279,"about_ca_topic_score_gemma":0.0007748304,"teacher_disagreement_score":0.003070503,"about_ca_system_score_codex":0.000201645,"about_ca_system_score_gemma":0.00008423717,"threshold_uncertainty_score":0.99994034},"labels":[],"label_agreement":null},{"id":"W7010172440","doi":"","title":"A guaranteed annual income to grow our economy (by growing our people)","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Incentive; Poverty; Income Support; Work (physics); Basic income; Personal income","score_opus":0.006967589905503042,"score_gpt":0.19991546286218137,"score_spread":0.19294787295667834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010172440","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":[0.98805207,0.00008222392,0.000025734484,0.0015944577,0.00079371675,0.00052109803,0.00008388159,0.0001376099,0.008709205],"genre_scores_gemma":[0.98744637,0.000012963083,0.0002082848,0.0005549794,0.00049277226,0.000003563394,0.0020285596,0.00007801277,0.009174496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979913,0.000036245878,0.00028365565,0.0006965885,0.00055425917,0.00043791306],"domain_scores_gemma":[0.99837977,0.000017366245,0.00073021057,0.00044170325,0.0003924388,0.000038505033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034602417,0.00043512878,0.0007651638,0.0012367675,0.00082360575,0.00014667008,0.0009388443,0.00020203274,0.00016168841],"category_scores_gemma":[0.000058240985,0.0006221488,0.00042175892,0.0012524534,0.000014548622,0.0018303269,0.00048826466,0.00037537707,0.00046112353],"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":[0.0008019034,0.00027843588,0.7333356,0.001561314,0.0002490054,0.000145728,0.0018730134,0.00018119038,0.00047388935,0.0041025984,0.2564155,0.00058185717],"study_design_scores_gemma":[0.0011853335,0.000073669435,0.46168727,0.0003156726,0.0009300983,0.0000014450214,0.27285644,0.0007058416,0.00002273945,0.0003092355,0.2606617,0.0012505623],"about_ca_topic_score_codex":0.025046524,"about_ca_topic_score_gemma":0.37389722,"teacher_disagreement_score":0.3488507,"about_ca_system_score_codex":0.00027876906,"about_ca_system_score_gemma":0.00007654816,"threshold_uncertainty_score":0.999623},"labels":[],"label_agreement":null},{"id":"W7010367354","doi":"","title":"Halsbury's Laws of Canada - Estoppel","year":2012,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estoppel; Legislation; Government (linguistics); Action (physics); Commission","score_opus":0.012172063418326036,"score_gpt":0.21388507530803177,"score_spread":0.20171301188970575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010367354","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":[0.9322373,0.00060037506,0.000013563975,0.0003537709,0.0008847857,0.00020222773,0.000010200919,0.000076190976,0.06562157],"genre_scores_gemma":[0.99194723,0.0000051933066,0.0002895219,0.0029338938,0.0015182927,0.000011989846,0.00005488039,0.00003490435,0.0032040616],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811006,0.000017403827,0.00046159414,0.0002559545,0.0005733529,0.0005816338],"domain_scores_gemma":[0.9988632,0.00003870361,0.0003179611,0.00047659408,0.00024215416,0.00006136141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004547608,0.00023389352,0.00036692197,0.00012159694,0.0002354853,0.000104290884,0.00034157312,0.00006261433,0.0027442873],"category_scores_gemma":[0.00021276672,0.00022318523,0.0001343519,0.0005548699,0.00006398758,0.0014620541,0.00019048814,0.00015885395,0.00043370406],"study_design_candidate":"observational","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":[0.000023261091,0.00009209504,0.7814216,0.00013012315,0.00002101201,0.000008347887,0.000020660029,0.000027609478,0.0005647245,0.1588413,0.05862463,0.00022461396],"study_design_scores_gemma":[0.00039390824,0.0000054352554,0.21855019,0.00007620162,0.00012928198,0.0000011639743,0.000061733714,0.00021234763,0.00069137523,0.0010439196,0.77843666,0.0003977573],"about_ca_topic_score_codex":0.642207,"about_ca_topic_score_gemma":0.58593667,"teacher_disagreement_score":0.71981204,"about_ca_system_score_codex":0.00009254229,"about_ca_system_score_gemma":0.00010142687,"threshold_uncertainty_score":0.99816734},"labels":[],"label_agreement":null},{"id":"W7011398575","doi":"","title":"Martin Marietta Reports Record Second Quarter Earnings Per Diluted Share of $2.25, an 18% Increase","year":2017,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Year-ending","score_opus":0.013719961927438044,"score_gpt":0.23482569590217672,"score_spread":0.22110573397473868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011398575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07870876,0.0001043083,0.0000134325555,0.00006859222,0.0006353251,0.00057324057,0.0000403178,0.00035386576,0.91950214],"genre_scores_gemma":[0.055133488,0.000009212854,0.0005419838,0.0007734022,0.002193376,0.000035222794,0.002028165,0.00048197433,0.9388032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709666,0.000035596888,0.00084469025,0.00097559823,0.0005811841,0.00046628827],"domain_scores_gemma":[0.99501747,0.000020413989,0.0028182503,0.0017257103,0.00037158877,0.00004659163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005960351,0.0006033348,0.00097088976,0.00089889247,0.00021641087,0.0005027795,0.00058359193,0.00043517447,0.24795666],"category_scores_gemma":[0.0003351712,0.0005473733,0.00036013615,0.00028172042,0.00011215629,0.0011253126,0.00041118934,0.00030486565,0.0008814228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002972126,0.00007378621,0.31588945,0.0003603565,0.00004499592,0.00009301716,0.000016484082,1.0876403e-7,0.000045749563,0.00011677606,0.68264997,0.00067959185],"study_design_scores_gemma":[0.00029534873,0.000019573266,0.07034894,0.00045760183,0.00031447632,0.0000033242936,0.000028705197,0.00031230974,0.000006704348,0.00012472601,0.92742956,0.0006587418],"about_ca_topic_score_codex":0.021038607,"about_ca_topic_score_gemma":0.022124102,"teacher_disagreement_score":0.24707524,"about_ca_system_score_codex":0.000031461626,"about_ca_system_score_gemma":0.000056448633,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W7014316986","doi":"","title":"Pension Systems and Retirement Incomes across OECD Countries","year":2001,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Pension; Process (computing); Pension system","score_opus":0.0260398043903307,"score_gpt":0.2958388570016343,"score_spread":0.2697990526113036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014316986","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":[0.9801385,0.00025306683,9.633374e-7,0.00029548112,0.00026889102,0.0004457791,0.0000047501494,0.000053617798,0.01853898],"genre_scores_gemma":[0.9944402,0.0027535364,0.00003314571,0.00031634464,0.0005354479,0.000051689785,0.000036036592,0.000039579547,0.0017940165],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757385,0.000050122344,0.0005858203,0.0006084934,0.00041332963,0.00076838053],"domain_scores_gemma":[0.9988467,0.00017292435,0.0001984682,0.00050861976,0.00023428006,0.00003901827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021167414,0.00023587796,0.00042039173,0.00046164586,0.0005128407,0.0006522528,0.00031554195,0.00012849508,0.00016756385],"category_scores_gemma":[0.0002471573,0.00023139757,0.00007866639,0.00030867942,0.00026786345,0.00089422334,0.000567277,0.00029640083,0.00015920833],"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":[0.00012269021,0.000056520556,0.983253,0.00015223575,0.000013675867,0.0000542352,0.00011052291,0.00031538575,0.00010760421,0.0032577296,0.00023166415,0.012324722],"study_design_scores_gemma":[0.0012347443,0.000045394943,0.4215986,0.00022699777,0.000024815297,0.000009974895,0.0016345143,0.046799827,0.000025180801,0.00058173266,0.5272321,0.0005861126],"about_ca_topic_score_codex":0.0013688747,"about_ca_topic_score_gemma":0.0019689845,"teacher_disagreement_score":0.5616544,"about_ca_system_score_codex":0.00028189647,"about_ca_system_score_gemma":0.000046830344,"threshold_uncertainty_score":0.9436119},"labels":[],"label_agreement":null},{"id":"W7014317397","doi":"","title":"Optional Retirement Program (State ORP) participant summary report 1st quarter 2023","year":2023,"lang":"en","type":"article","venue":"The South Carolina State Library Digital Collections (South Carolina State Library)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Vendor; State (computer science); Retirement planning; Investment analysis","score_opus":0.022386371974640648,"score_gpt":0.22833976974190953,"score_spread":0.2059533977672689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014317397","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":[0.9303975,0.00023505937,0.00009081261,0.0039670505,0.0019362846,0.0037822372,0.0027625286,0.0053562447,0.051472265],"genre_scores_gemma":[0.83604383,0.00010379638,0.00024728797,0.0015346274,0.0015554306,0.0008797182,0.00630753,0.0004470373,0.15288071],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99145687,0.00018410676,0.002495939,0.0018536501,0.0017276618,0.0022817594],"domain_scores_gemma":[0.9959446,0.0002490258,0.0013968573,0.0017922879,0.00033557223,0.0002816108],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006182207,0.0013106248,0.0012558559,0.002208202,0.0023032783,0.0047210413,0.0014048947,0.00021789843,0.0011011005],"category_scores_gemma":[0.00020052484,0.0011025404,0.0010880013,0.01218503,0.00059516035,0.011990785,0.0017822353,0.00092869776,0.0025632826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017766356,0.0007424766,0.51044786,0.00058178976,0.0007063123,0.0024211844,0.0043968866,0.0057094335,0.00003775042,0.0015996674,0.4702263,0.0013537379],"study_design_scores_gemma":[0.0043742685,0.00068039674,0.26230696,0.0006374543,0.001259443,0.00007894613,0.0030988096,0.02850523,0.00026401778,0.05485025,0.6393337,0.004610525],"about_ca_topic_score_codex":0.00020590759,"about_ca_topic_score_gemma":0.000026835885,"teacher_disagreement_score":0.24814087,"about_ca_system_score_codex":0.00009474378,"about_ca_system_score_gemma":0.00054217,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W7014395134","doi":"","title":"Playing with Fire? Household Debt \\nnear Retirement in Canada","year":2021,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debt; Household debt; Government (linguistics); Work (physics); Production (economics)","score_opus":0.01703564834573854,"score_gpt":0.18242903630444285,"score_spread":0.1653933879587043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014395134","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":[0.8805201,0.0000040865634,0.000015682124,0.00016216005,0.00013676754,0.0002856178,0.000009709283,0.000087548244,0.11877835],"genre_scores_gemma":[0.99614626,0.0023247013,0.00035703,0.0008012672,0.0001711114,0.000002990688,0.00008637466,0.000043104486,0.00006716357],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980345,0.00003712876,0.00027058588,0.00060355803,0.00052775117,0.00052652694],"domain_scores_gemma":[0.9990278,0.00004269818,0.00021287613,0.00044725614,0.00024269022,0.000026680718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014787442,0.000302025,0.00036278644,0.0027680572,0.00028210488,0.00015265339,0.00035896877,0.00006714824,0.00017957835],"category_scores_gemma":[0.00006509248,0.00031510837,0.000093928866,0.011617907,0.000036869606,0.001029805,0.000325686,0.00023500141,0.000023394565],"study_design_candidate":"observational","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":[0.00021225527,0.00018364169,0.9881911,0.00020693746,0.00005755853,0.0039037007,0.00033559414,0.00051733066,0.000030724856,0.001963089,0.0010128176,0.003385194],"study_design_scores_gemma":[0.0014608793,0.000016294982,0.05311002,0.00024797118,0.00019131218,0.0000043461923,0.00073982304,0.004826001,0.00017189463,0.0000012809433,0.93862486,0.0006053371],"about_ca_topic_score_codex":0.9880342,"about_ca_topic_score_gemma":0.99538153,"teacher_disagreement_score":0.937612,"about_ca_system_score_codex":0.0008828296,"about_ca_system_score_gemma":0.0012086765,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W7014534398","doi":"","title":"Proceedings of the 2nd Symposium on Software Engineering in Africa, SEiA@ICSE 2019, Montreal, QC, Canada, May 28, 2019","year":2019,"lang":"en","type":"book","venue":"IT University Of Copenhagen (IT University of Copenhagen)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software; Software development; Software system; Work (physics)","score_opus":0.006237529010501535,"score_gpt":0.14874183546767086,"score_spread":0.14250430645716933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014534398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13736992,0.00072984863,0.000035720015,0.00089558435,0.0006409505,0.0024783255,0.0005837213,0.00009453437,0.8571714],"genre_scores_gemma":[0.095534906,0.00014897335,0.00017140593,0.00017693418,0.000103501254,1.5348772e-7,0.00020952008,0.00006970299,0.9035849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661076,0.00003058552,0.00063067727,0.00086622784,0.0012410444,0.0006207269],"domain_scores_gemma":[0.99607736,0.00017365748,0.0018221833,0.0007586712,0.0010969896,0.0000711535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049542106,0.0006971817,0.0014716926,0.00080730335,0.0003060199,0.00006616512,0.0023890685,0.00048660045,0.01863359],"category_scores_gemma":[0.00009795934,0.0008178155,0.0005760441,0.0010040223,0.00024282983,0.0012302765,0.0011718272,0.0006168216,0.0020014208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039271574,0.00013005159,0.0010741377,0.0009586821,0.0001830196,0.00008834838,0.0005569795,0.0011892538,0.00015881109,0.00063072884,0.9945658,0.000071504175],"study_design_scores_gemma":[0.0018434804,0.000079636164,0.02011327,0.0018728935,0.0009494851,0.0000012067908,0.00085203873,0.00057951483,0.00012854623,0.000009576575,0.97275496,0.00081539416],"about_ca_topic_score_codex":0.23240328,"about_ca_topic_score_gemma":0.17665575,"teacher_disagreement_score":0.055747528,"about_ca_system_score_codex":0.00080923236,"about_ca_system_score_gemma":0.0012216356,"threshold_uncertainty_score":0.99942726},"labels":[],"label_agreement":null},{"id":"W7018388783","doi":"","title":"A demotion in disguise? The real effects of relocating pension smoothing from operating income to non-operating income","year":2024,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Earnings before interest and taxes; Sample (material); Incentive; Income statement; Welfare; Deferral; Investment (military); Financial statement; Control (management); Discretion","score_opus":0.023051158769306145,"score_gpt":0.3230511528121044,"score_spread":0.29999999404279826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018388783","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":[0.980068,0.00025840895,0.0000073482406,0.0017181828,0.00034852457,0.0008561283,0.00009232318,0.000018335388,0.016632698],"genre_scores_gemma":[0.99536663,0.0005464679,0.0016813504,0.00045023093,0.0010733536,0.000021183077,0.000022716831,0.000106200736,0.00073186384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99404484,0.00010451408,0.0017569814,0.0014197256,0.00057966483,0.0020942464],"domain_scores_gemma":[0.99635625,0.000976169,0.0005400351,0.0007836918,0.00056352164,0.000780353],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0075523467,0.00048039082,0.0012103223,0.0024340546,0.00046071806,0.001131476,0.0013960726,0.0002749269,0.00015804252],"category_scores_gemma":[0.006960012,0.00038484373,0.00017300661,0.0018321591,0.0028719057,0.0013261298,0.002373099,0.00095506833,0.00007391314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049671944,0.00016046326,0.21309336,0.0009130129,0.000027944025,0.000008530858,0.000110318484,0.00022380074,0.0024469085,0.7819468,0.00019690586,0.000822291],"study_design_scores_gemma":[0.002262685,0.00054838724,0.64963496,0.0071043153,0.00023125549,0.0000075043245,0.0014343263,0.23256807,0.0021802392,0.09929969,0.0029811324,0.0017474436],"about_ca_topic_score_codex":0.07341017,"about_ca_topic_score_gemma":0.005125521,"teacher_disagreement_score":0.6826471,"about_ca_system_score_codex":0.0006387198,"about_ca_system_score_gemma":0.0013482735,"threshold_uncertainty_score":0.99990547},"labels":[],"label_agreement":null},{"id":"W7018671082","doi":"","title":"Dividend Fortunes: 2 Canadian Stocks Leading the Way to Retirement","year":2024,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dividend; Earnings; Stock (firearms); Work (physics); Productivity","score_opus":0.021655445527037763,"score_gpt":0.24562139923164364,"score_spread":0.22396595370460587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018671082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003081745,0.00074745,0.000037791826,0.0031842077,0.0017189265,0.0010049687,0.000023953091,0.0004027447,0.9925718],"genre_scores_gemma":[0.023084335,0.000023024428,0.00009711447,0.008843334,0.0041361507,0.00010417927,0.00013847974,0.00068370916,0.9628897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973735,0.000011999163,0.00045666186,0.00077708834,0.0006576189,0.00072312757],"domain_scores_gemma":[0.9987619,0.00002103572,0.00021274942,0.0008266212,0.00011017834,0.00006750185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048776978,0.0005449333,0.00049948477,0.0016303839,0.00024345017,0.0009555506,0.0007650009,0.00022314636,0.028548226],"category_scores_gemma":[0.00011962537,0.0003778427,0.00028867973,0.0012436936,0.000050670722,0.00024311642,0.0003992117,0.0002921357,0.02883456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002843333,0.00000828186,0.0044223303,0.00022598388,0.00005498288,0.000033841527,0.000050545936,0.0000029504595,0.000004656059,0.016102515,0.9778533,0.0012377873],"study_design_scores_gemma":[0.00007210292,0.0000061892747,0.0006629347,0.00068537146,0.00036616786,4.105805e-7,0.000110050816,0.00018038481,0.0000025149359,0.00064357556,0.99673504,0.0005352812],"about_ca_topic_score_codex":0.4730673,"about_ca_topic_score_gemma":0.85546184,"teacher_disagreement_score":0.38239452,"about_ca_system_score_codex":0.00022539093,"about_ca_system_score_gemma":0.000071087765,"threshold_uncertainty_score":0.9998674},"labels":[],"label_agreement":null},{"id":"W7020658068","doi":"","title":"L’impact de la crise financière de 2008 sur les régimes complémentaires de retraite, dans les entreprises syndiquées du secteur des pâtes et papiers : une analyse comparative Québec- Finlande","year":2021,"lang":"fr","type":"other","venue":"Open MIND","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Private pension; Economic shortage","score_opus":0.0366984730819341,"score_gpt":0.3062514365401186,"score_spread":0.2695529634581845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020658068","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":[0.9334801,0.009845268,0.00029938293,0.00071712845,0.00009870323,0.00074067496,0.00018025684,0.00002427322,0.054614227],"genre_scores_gemma":[0.93642724,0.001921934,0.00650038,0.00031955916,0.0005244228,0.00006821254,0.0011344333,0.0002350563,0.052868787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517506,0.0008462543,0.0010005535,0.0012554344,0.0005334126,0.0011892591],"domain_scores_gemma":[0.99637854,0.0010112028,0.001160174,0.0007344211,0.0005633337,0.00015235179],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013882917,0.0011834372,0.0016930437,0.0006762794,0.00089207885,0.0023801033,0.0013225048,0.00055576384,0.056119345],"category_scores_gemma":[0.0012450308,0.0011237366,0.0007538293,0.0014860446,0.00089838455,0.0011576021,0.0008660375,0.00068911596,0.00030730607],"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":[0.00022236416,0.00076807727,0.9370459,0.00041222738,0.0009439918,0.00065237406,0.0091175325,0.0015109174,0.0012054782,0.00011783217,0.03677781,0.011225499],"study_design_scores_gemma":[0.0009568606,0.000054134583,0.7478245,0.0020355638,0.0017234073,0.000035202313,0.003657413,0.0038074802,0.0004603752,0.00018219333,0.23821183,0.0010510788],"about_ca_topic_score_codex":0.35305557,"about_ca_topic_score_gemma":0.44953328,"teacher_disagreement_score":0.20143402,"about_ca_system_score_codex":0.0009179968,"about_ca_system_score_gemma":0.0013552661,"threshold_uncertainty_score":0.99912125},"labels":[],"label_agreement":null},{"id":"W7027308846","doi":"","title":"Conocimiento del sistema de pensiones y beneficios percibidos por el personal administrativo de una universidad privada, Lima. 2015.","year":2016,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Quarter (Canadian coin); Statistical analysis; Context (archaeology)","score_opus":0.018544803398405578,"score_gpt":0.26080696648108703,"score_spread":0.24226216308268145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027308846","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":[0.9414171,0.0017008773,0.00039795166,0.01195961,0.0019104306,0.0018739075,0.00032871048,0.0006152245,0.039796196],"genre_scores_gemma":[0.9852479,0.0006613503,0.0011728635,0.00078475196,0.0028909883,0.00025382123,0.003432459,0.0002735471,0.005282331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99069726,0.0004613344,0.0021034332,0.002358609,0.0022433647,0.0021359986],"domain_scores_gemma":[0.9922438,0.0005082196,0.0025684147,0.0012314887,0.0029085418,0.0005394928],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015443783,0.0018390277,0.001783299,0.0020237355,0.0027538983,0.0014833094,0.0017196538,0.0018613889,0.00078953017],"category_scores_gemma":[0.0015306438,0.0017999785,0.0012855091,0.0017080202,0.00009981484,0.0024790717,0.00059471215,0.0013027437,0.00030481094],"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":[0.0031070153,0.0024857672,0.09876791,0.003469916,0.00096408103,0.0017147786,0.0045159273,0.000072048606,0.020574328,0.8532799,0.009528687,0.0015196556],"study_design_scores_gemma":[0.0046613817,0.00023089604,0.1919247,0.0055880826,0.0028403073,0.00062153046,0.0061077257,0.004367441,0.0016087565,0.00095231493,0.777097,0.003999879],"about_ca_topic_score_codex":0.00009121773,"about_ca_topic_score_gemma":0.0016523099,"teacher_disagreement_score":0.8523276,"about_ca_system_score_codex":0.0023655903,"about_ca_system_score_gemma":0.0024262897,"threshold_uncertainty_score":0.99955326},"labels":[],"label_agreement":null},{"id":"W7027862245","doi":"","title":"Développement et validation d'indices spectraux pour la cartographie des propriétés physiques des sols une approche multitemporelle appliquée dans le bassin versant du ruisseau Ewing (Qc)","year":2010,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflectivity; Western europe; Multispectral pattern recognition","score_opus":0.013498073424274747,"score_gpt":0.22100473746368438,"score_spread":0.20750666403940962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027862245","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":[0.76047486,0.0040644547,0.050897125,0.00058888213,0.0005816625,0.001450141,0.000023635877,0.00013383293,0.18178537],"genre_scores_gemma":[0.95122343,0.0012178667,0.02923279,0.00002652611,0.00041449093,0.000005773962,0.00015629678,0.0000967677,0.017626055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974124,0.0001806271,0.00060053985,0.00069599453,0.00067026954,0.0004401643],"domain_scores_gemma":[0.9978734,0.00009957279,0.000764343,0.0004978548,0.00070318347,0.00006163647],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007194481,0.00063068786,0.000749013,0.0006684533,0.00150508,0.00016153917,0.0011037622,0.00043385796,0.00041092723],"category_scores_gemma":[0.00014134556,0.0006029804,0.00072049134,0.0012137569,0.0025548679,0.0009987558,0.00068760855,0.0004927913,0.000105486375],"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":[0.00045789708,0.0036864243,0.5259838,0.023817327,0.0011508416,0.000065518805,0.02080465,0.00671822,0.31472194,0.09105368,0.005106805,0.006432865],"study_design_scores_gemma":[0.003854236,0.00009747899,0.49443385,0.025320252,0.0032898071,0.000018772276,0.0026506977,0.017525626,0.11804167,0.004710731,0.32811216,0.0019447205],"about_ca_topic_score_codex":0.0236711,"about_ca_topic_score_gemma":0.09289009,"teacher_disagreement_score":0.32300535,"about_ca_system_score_codex":0.000803504,"about_ca_system_score_gemma":0.00041186262,"threshold_uncertainty_score":0.99979484},"labels":[],"label_agreement":null},{"id":"W7029880594","doi":"","title":"Magnetek Previews Fiscal 2014 Fourth Quarter and Updates Pension Guidance","year":2015,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pension; Government (linguistics); Work (physics); Pension plan","score_opus":0.01389236885621528,"score_gpt":0.23029165403994428,"score_spread":0.216399285183729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029880594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007343563,0.010384558,0.00006618228,0.0005690489,0.0006074618,0.00082022476,0.000017415721,0.00039478892,0.98640597],"genre_scores_gemma":[0.0009899689,0.0009476459,0.0026333965,0.0028803458,0.0033372692,0.000034974833,0.00072931364,0.00041913046,0.98802793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798703,0.000028489783,0.0004985958,0.0006770594,0.00044969918,0.00035910596],"domain_scores_gemma":[0.9986669,0.000017634376,0.0005296513,0.00058231084,0.00017282802,0.000030668063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048610737,0.00050451315,0.0007325295,0.0004515064,0.000080250364,0.00031672584,0.00029296378,0.00023663344,0.020009259],"category_scores_gemma":[0.00009625519,0.00038934159,0.00014206723,0.00032358343,0.000076328826,0.0004995465,0.0003011142,0.00016020708,0.005598955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010666926,0.000026652777,0.023441395,0.00034974274,0.000012313138,0.000007951964,0.000007288544,2.8757603e-7,0.00000719029,0.00082431204,0.9742363,0.001075891],"study_design_scores_gemma":[0.00032306992,0.000014601168,0.003476445,0.00039177865,0.00024130881,0.0000011990886,0.000012297459,0.00084585213,8.1890346e-7,0.00045584815,0.99372035,0.0005164024],"about_ca_topic_score_codex":0.0014374472,"about_ca_topic_score_gemma":0.0027072204,"teacher_disagreement_score":0.01996495,"about_ca_system_score_codex":0.000018211516,"about_ca_system_score_gemma":0.000018229564,"threshold_uncertainty_score":0.9998559},"labels":[],"label_agreement":null},{"id":"W7030351763","doi":"","title":"Mesure de l'impact de la technologie mobile sur l'intérêt pour l'épargne","year":2021,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Persuasion; Accident insurance; Digital humanities","score_opus":0.007477885295337547,"score_gpt":0.2190421475390229,"score_spread":0.21156426224368535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030351763","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":[0.94431347,0.0037515187,0.00033914368,0.00041252625,0.000117720236,0.00051836204,0.000042517975,0.000113414695,0.05039132],"genre_scores_gemma":[0.85879415,0.0011612755,0.0025768555,0.00013180242,0.00027095297,0.0000035682874,0.0002425589,0.00013437438,0.13668446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970466,0.00031936503,0.00043389568,0.0008061311,0.00045343203,0.0009406045],"domain_scores_gemma":[0.9976775,0.00039244653,0.0007553223,0.0008162647,0.00028647023,0.00007198522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010526457,0.0006330064,0.0011695997,0.0014932592,0.0002347067,0.0001339919,0.0011018381,0.00087450485,0.015055665],"category_scores_gemma":[0.0004979282,0.0007718304,0.000733529,0.001534578,0.000570654,0.0005378315,0.0007801386,0.0008608964,0.0002877219],"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":[0.00021323636,0.0008623874,0.8747444,0.0010372502,0.00027748782,0.0018572792,0.0027789737,0.0019738446,0.0007867189,0.0048751514,0.01579048,0.09480275],"study_design_scores_gemma":[0.0016003352,0.000042458174,0.9401269,0.0017053154,0.00065062294,0.000009954647,0.0056349244,0.009258421,0.000026590644,0.010853733,0.029282263,0.000808483],"about_ca_topic_score_codex":0.739477,"about_ca_topic_score_gemma":0.8983347,"teacher_disagreement_score":0.15885772,"about_ca_system_score_codex":0.00065631175,"about_ca_system_score_gemma":0.00058856496,"threshold_uncertainty_score":0.9994733},"labels":[],"label_agreement":null},{"id":"W7035641243","doi":"","title":"After the flood & dirty beaches","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Hydrology (agriculture); Flood control; Flooding (psychology); Shore","score_opus":0.010876109535889465,"score_gpt":0.2176996888258196,"score_spread":0.20682357928993014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035641243","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035599868,0.0024497015,0.00052677485,0.0004357638,0.0024140761,0.0010210628,0.00031331924,0.0008124176,0.9884669],"genre_scores_gemma":[0.07664669,0.00008097456,0.0003798272,0.0022348263,0.0061987285,0.00025893401,0.0009043253,0.0011201423,0.91217554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560755,0.00011283635,0.00092962384,0.0015602835,0.0008485615,0.0009411596],"domain_scores_gemma":[0.997798,0.00016138004,0.0006474835,0.0012588948,0.000070408365,0.00006381626],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040155035,0.0011976644,0.0009842648,0.0014473057,0.00006071236,0.0011247235,0.0019699915,0.00022955873,0.032005757],"category_scores_gemma":[0.0001373503,0.0008427577,0.0010951754,0.00046354608,0.0005906851,0.00034893255,0.0025211307,0.0012010487,0.04457602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002115933,0.00011774668,0.01057219,0.0005615134,0.00039412818,0.0002619434,0.00074408634,0.0000013746211,0.00002381713,0.009334092,0.9775145,0.00026300832],"study_design_scores_gemma":[0.00034123697,0.000037504815,0.0036988293,0.0021627068,0.0008124968,0.000013908125,0.00005365101,0.0022524334,0.000014384526,0.008849796,0.98079693,0.0009661399],"about_ca_topic_score_codex":0.031216707,"about_ca_topic_score_gemma":0.056397486,"teacher_disagreement_score":0.07629135,"about_ca_system_score_codex":0.000050328865,"about_ca_system_score_gemma":0.000041987638,"threshold_uncertainty_score":0.9999122},"labels":[],"label_agreement":null},{"id":"W7036294954","doi":"","title":"+91-9829791419^% Black Magic To Kill Enemy In Warangal, Nellore","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mantra; MAGIC (telescope); Spell; nobody; Unicorn; Curse","score_opus":0.014161275724778056,"score_gpt":0.24040017712514689,"score_spread":0.22623890140036884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036294954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023534777,0.000018955594,0.00010077979,0.00030910128,0.0007570458,0.0015381692,0.000016721915,0.0003137007,0.9734107],"genre_scores_gemma":[0.013161322,0.00018121708,0.0008407057,0.0019154259,0.0013991013,0.00014004,0.00041714415,0.00062032463,0.98132473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928835,0.00019925374,0.0011551011,0.0038244068,0.00095923134,0.0009785274],"domain_scores_gemma":[0.9940929,0.00013214,0.0007826989,0.004583456,0.0003016592,0.000107162996],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002635378,0.0009643022,0.0013452241,0.0017074723,0.0001270843,0.00058007706,0.0019407228,0.00068084185,0.8360784],"category_scores_gemma":[0.00214158,0.0011026472,0.00057813997,0.0018892477,0.00017225662,0.0004570112,0.0034824552,0.0008082263,0.8487556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009276099,0.00047468985,0.1702558,0.0010228837,0.0001342407,0.00026638337,0.00037898388,0.000569288,0.00053645775,0.0020670635,0.8216079,0.0025935369],"study_design_scores_gemma":[0.0006933637,5.0130996e-7,0.022895396,0.0011880556,0.00022350914,0.000003276725,0.00011954034,0.0007568495,0.0001216473,0.00093839975,0.9719337,0.001125732],"about_ca_topic_score_codex":0.0077196024,"about_ca_topic_score_gemma":0.00585732,"teacher_disagreement_score":0.15032582,"about_ca_system_score_codex":0.00032560728,"about_ca_system_score_gemma":0.00014692594,"threshold_uncertainty_score":0.99914235},"labels":[],"label_agreement":null},{"id":"W7042123848","doi":"","title":"Introduction","year":2005,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Shadow (psychology); Object (grammar)","score_opus":0.010860452787438114,"score_gpt":0.2202062305259953,"score_spread":0.2093457777385572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042123848","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055994138,0.011742899,0.0013369207,0.82512784,0.025204672,0.0021142615,0.0002665141,0.00067733944,0.07753542],"genre_scores_gemma":[0.54973775,0.0013728114,0.0048728883,0.13364433,0.12643886,0.00041781296,0.009567421,0.00025455042,0.17369358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505365,0.00012358084,0.0013397896,0.0012807415,0.0012086009,0.0009936156],"domain_scores_gemma":[0.99641854,0.0000857182,0.000944618,0.0009157022,0.0015240101,0.000111431524],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0012402723,0.00074360246,0.00073216105,0.00081652455,0.0011347114,0.0015982639,0.00066186365,0.00041535628,0.11120663],"category_scores_gemma":[0.00053690205,0.0008628381,0.00046238513,0.0019682876,0.0003259925,0.06944898,0.00041519135,0.00055089116,0.0720837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012418942,0.0006495806,0.0047082743,0.0003123675,0.00006154373,0.000033389108,0.00003410168,0.0007357872,0.00029163167,0.37028638,0.60576123,0.01700151],"study_design_scores_gemma":[0.0011756058,0.000055285796,0.04428993,0.00034160216,0.000583669,0.000022851522,0.00008596721,0.0034258731,0.00055944594,0.002325204,0.94618905,0.0009455007],"about_ca_topic_score_codex":0.00045326183,"about_ca_topic_score_gemma":0.0031518915,"teacher_disagreement_score":0.6914835,"about_ca_system_score_codex":0.00050322124,"about_ca_system_score_gemma":0.00011434694,"threshold_uncertainty_score":0.99943817},"labels":[],"label_agreement":null},{"id":"W7042178148","doi":"","title":"People’s Utah Bancorp Reports Second Quarter Results and Announces Increased Quarterly Dividend Payment","year":2018,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Payment; Dividend; Payment service provider","score_opus":0.007384480955617516,"score_gpt":0.20680135222676768,"score_spread":0.19941687127115015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042178148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06461036,0.00048336707,0.000022337197,0.00033046288,0.001563529,0.0009447143,0.00007612794,0.00058892823,0.93138015],"genre_scores_gemma":[0.16391379,0.00003884807,0.00045890934,0.0017413321,0.007002467,0.00007842844,0.0015348482,0.00047994728,0.82475144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99622077,0.000036500773,0.0010863704,0.0013077781,0.0007823966,0.0005662077],"domain_scores_gemma":[0.9970735,0.00006685539,0.0015321495,0.001016389,0.00026088662,0.0000502751],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008159726,0.0007347981,0.0009273572,0.00092328846,0.00022043282,0.0008612571,0.00029593564,0.000353858,0.021191115],"category_scores_gemma":[0.00013287812,0.0006117323,0.000229896,0.0006206238,0.00014435244,0.0008107239,0.00017698189,0.00017247844,0.0014934974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006169531,0.00007453136,0.095494054,0.00032048888,0.000069451526,0.00010068154,0.000119590935,4.749392e-8,0.000017447606,0.00023767726,0.9031525,0.00035178175],"study_design_scores_gemma":[0.0006884331,0.00007801474,0.048865713,0.00043152025,0.00033751104,0.000010278347,0.0001980633,0.00012841864,0.0000032483726,0.0005982553,0.9477895,0.00087106245],"about_ca_topic_score_codex":0.015095655,"about_ca_topic_score_gemma":0.07501466,"teacher_disagreement_score":0.106628746,"about_ca_system_score_codex":0.000044770255,"about_ca_system_score_gemma":0.000050986662,"threshold_uncertainty_score":0.99963343},"labels":[],"label_agreement":null},{"id":"W7042371732","doi":"","title":"Özel emeklilik fonları ve Türkiye uygulamaları","year":2002,"lang":"tr","type":"other","venue":"Marmara University Open Access System","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Social analysis; Social assistance","score_opus":0.037852610019907154,"score_gpt":0.2604295106976771,"score_spread":0.22257690067776997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042371732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024733555,0.00069084973,0.00007611701,0.00035036405,0.0025958335,0.003855353,0.00020535833,0.0005169688,0.9669756],"genre_scores_gemma":[0.19956997,0.0002907027,0.00021081157,0.0005814247,0.0020872722,0.000013812303,0.0006977633,0.00051229115,0.79603595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930142,0.00026668698,0.0012378725,0.0024837079,0.0015372364,0.0014602743],"domain_scores_gemma":[0.9938775,0.00008953042,0.0028989702,0.0019256498,0.0010424091,0.00016596797],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.001193169,0.0016314975,0.0025060566,0.0027179427,0.0016495332,0.009058525,0.011652699,0.0009839484,0.05257639],"category_scores_gemma":[0.0000873687,0.0018746408,0.00095623755,0.003859628,0.00025719005,0.010625091,0.013271024,0.0008371018,0.019846648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035202122,0.0004409052,0.3816091,0.004464928,0.0004934594,0.0011105536,0.00011591612,0.000051419775,0.000008339443,0.013148192,0.59731936,0.00088581163],"study_design_scores_gemma":[0.0028804594,0.000024155148,0.046775185,0.0032051099,0.0024499383,0.000007940087,0.001370031,0.006322905,0.00000391215,0.000018699435,0.9348198,0.0021218294],"about_ca_topic_score_codex":0.017336996,"about_ca_topic_score_gemma":0.0022785694,"teacher_disagreement_score":0.3375005,"about_ca_system_score_codex":0.0012407759,"about_ca_system_score_gemma":0.00016494216,"threshold_uncertainty_score":0.9996502},"labels":[],"label_agreement":null},{"id":"W7042659079","doi":"","title":"Post-Election Change in Expectations for Family Finances in NH 11/26/2024","year":2024,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Quarter (Canadian coin); Heading (navigation); Optimism; State (computer science); Unemployment; Plan (archaeology); Inflation (cosmology)","score_opus":0.026594673726580958,"score_gpt":0.22563499818565602,"score_spread":0.19904032445907507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042659079","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":[0.9951275,0.0009199026,0.00022915567,0.0009198436,0.0005646057,0.00069199566,0.000018700735,0.00015283871,0.001375488],"genre_scores_gemma":[0.9839147,0.000100216224,0.0013391024,0.00014781709,0.00031759587,7.190585e-7,0.00009450961,0.000042478496,0.014042867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997859,0.00004792779,0.00039206393,0.0008028445,0.00046167753,0.00043646953],"domain_scores_gemma":[0.9986918,0.00011981109,0.00042233116,0.00042101747,0.0002763351,0.00006867846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002840715,0.0003462533,0.00059501844,0.001401279,0.0004500936,0.00013814027,0.00062760606,0.0002682566,0.000172972],"category_scores_gemma":[0.00006579217,0.00048056923,0.00042720692,0.0018668827,0.0001586896,0.004446,0.00037230848,0.0003170158,0.00009177823],"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":[0.0021608202,0.0006013495,0.8772209,0.0021674468,0.00020588952,0.0010814267,0.03446998,0.00026828455,0.026030349,0.0031456936,0.03179661,0.020851241],"study_design_scores_gemma":[0.0027958576,0.00014092444,0.7894756,0.0014684784,0.00036718094,0.000011818854,0.016631458,0.0052178907,0.00022680842,0.00041335615,0.18244185,0.00080878916],"about_ca_topic_score_codex":0.019199802,"about_ca_topic_score_gemma":0.0291041,"teacher_disagreement_score":0.15064524,"about_ca_system_score_codex":0.00046458916,"about_ca_system_score_gemma":0.0002456318,"threshold_uncertainty_score":0.9997646},"labels":[],"label_agreement":null},{"id":"W7044098459","doi":"","title":"2025 Update: Introducing the THIAs: Total Haig-Simons U.S. Household Income, Consumption, and Wealth Accounts, 1960–2023","year":2024,"lang":"en","type":"other","venue":"Munich Personal RePEc Archive (Munich University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; National Income and Product Accounts; Quarter (Canadian coin); Economic inequality; Construct (python library); National accounts; Panel Study of Income Dynamics; Set (abstract data type)","score_opus":0.01339936097201843,"score_gpt":0.2096294696047589,"score_spread":0.19623010863274046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044098459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05834498,0.016503297,0.00014792419,0.0034551811,0.0026235273,0.0026281727,0.0015989705,0.0017098445,0.9129881],"genre_scores_gemma":[0.03872924,0.010708324,0.0007919433,0.0014815406,0.0035264094,0.000014254772,0.0012608111,0.00083194097,0.94265556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652195,0.00014987044,0.00047899113,0.0013203732,0.00077911024,0.0007496831],"domain_scores_gemma":[0.9976465,0.00019972285,0.00061258045,0.0013000292,0.00016231048,0.000078827456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064787554,0.0007834989,0.0008104164,0.0022591946,0.0008497609,0.0005817929,0.0012927811,0.00031312933,0.002377528],"category_scores_gemma":[0.00016626388,0.00070556183,0.0003929944,0.0015992827,0.0006766482,0.00072043313,0.002665128,0.0012681857,0.0012790287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021781954,0.00018014232,0.051821094,0.0015537177,0.0007174481,0.000538005,0.00091144134,0.000032366566,0.00003855535,0.047514677,0.894703,0.0017717795],"study_design_scores_gemma":[0.0006050264,0.000018751114,0.007191017,0.0011090203,0.0009444728,0.000014597602,0.00087582227,0.0018865243,5.9916977e-7,0.0004971159,0.98606247,0.00079459447],"about_ca_topic_score_codex":0.00850909,"about_ca_topic_score_gemma":0.012435705,"teacher_disagreement_score":0.0913595,"about_ca_system_score_codex":0.00021208607,"about_ca_system_score_gemma":0.00020213002,"threshold_uncertainty_score":0.99953955},"labels":[],"label_agreement":null},{"id":"W7045918929","doi":"","title":"Climate Change Adaptation and Biodiversity: Summary Report","year":2009,"lang":"en","type":"report","venue":"Summit (Simon Fraser University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Environment","keywords":"Nucleofection; Gestational period; TSG101; Proteogenomics; Hyporeflexia; Diafiltration; Dysgeusia; Liquation","score_opus":0.03924970644496791,"score_gpt":0.22463636761506806,"score_spread":0.18538666117010014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045918929","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":[0.5633148,0.0030257227,0.00006829921,0.0014962192,0.0041698203,0.0028598239,0.00049059925,0.001468489,0.42310625],"genre_scores_gemma":[0.8140045,0.044920515,0.0011921133,0.0075275865,0.016391596,0.000018258685,0.033853274,0.00044610645,0.0816461],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968649,0.000031713054,0.0004732728,0.0010320782,0.00102929,0.00056870596],"domain_scores_gemma":[0.9971835,0.000034479173,0.0011019552,0.00061808835,0.0010062768,0.00005568763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063747115,0.0005769945,0.0007581042,0.002134066,0.00058305,0.000288189,0.0004505486,0.0004883509,0.00029803286],"category_scores_gemma":[0.00014452291,0.00067785365,0.00034903365,0.0016683935,0.00012404357,0.002299522,0.00062210276,0.00041172878,0.00029313928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008591485,0.00006997872,0.8630031,0.00034098077,0.000045642584,0.003098918,0.000008289516,0.0000034735642,3.5513062e-7,0.00033941984,0.1260877,0.0069162347],"study_design_scores_gemma":[0.00051768933,0.000022109289,0.05399365,0.0003932989,0.0012234563,1.16213315e-7,0.0012343345,0.00023541022,0.000002797452,0.00009172683,0.9415221,0.0007633118],"about_ca_topic_score_codex":0.0065910243,"about_ca_topic_score_gemma":0.051976345,"teacher_disagreement_score":0.8154344,"about_ca_system_score_codex":0.00033169068,"about_ca_system_score_gemma":0.00013932776,"threshold_uncertainty_score":0.9995673},"labels":[],"label_agreement":null},{"id":"W7066168123","doi":"","title":"An Examination of Personal Financial Literacy Teaching and Learning in Ontario High Schools","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Thematic analysis; Financial literacy; Experiential learning; Stakeholder; Qualitative research; Literacy; Perspective (graphical)","score_opus":0.004610326546513871,"score_gpt":0.18306705780355886,"score_spread":0.178456731257045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066168123","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":[0.9934922,0.000012516796,0.00000777933,0.00046403264,0.000214578,0.00030450712,0.000006620232,0.0000931642,0.005404634],"genre_scores_gemma":[0.90336835,0.000020854002,0.00070424227,0.00009059948,0.00016900367,9.1515426e-7,0.002785793,0.00004426074,0.09281596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982474,0.00014704249,0.00029946957,0.0006127871,0.00039907452,0.0002942431],"domain_scores_gemma":[0.99889666,0.00007096649,0.0006362453,0.0002237697,0.00014388272,0.000028480405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002683427,0.0003646677,0.0005384697,0.0015108446,0.00033227564,0.00032463155,0.00032818766,0.00032402796,0.0005228153],"category_scores_gemma":[0.00013459625,0.0004459566,0.00013830629,0.0005843711,0.00002885451,0.007892149,0.00014268397,0.0013900842,0.000034721495],"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":[0.00034265177,0.00014650375,0.9836325,0.00054708525,0.00001960221,0.000057741556,0.0037238065,0.00006398283,0.00004210226,0.006700482,0.0019853842,0.0027381657],"study_design_scores_gemma":[0.0005978987,0.00005123681,0.9746888,0.00068726373,0.000138962,4.3945615e-8,0.0023720195,0.00028412943,0.000022628537,0.00012571015,0.020569222,0.00046208274],"about_ca_topic_score_codex":0.26679033,"about_ca_topic_score_gemma":0.023719668,"teacher_disagreement_score":0.24307065,"about_ca_system_score_codex":0.00016277871,"about_ca_system_score_gemma":0.00027017578,"threshold_uncertainty_score":0.9997992},"labels":[],"label_agreement":null},{"id":"W7066766784","doi":"","title":"Investment benchmarketing analysis (for the 5-year period ending December 31, 2021)","year":2022,"lang":"en","type":"article","venue":"The South Carolina State Library Digital Collections (South Carolina State Library)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Investment (military); Benchmarking; Period (music); Quarter (Canadian coin); Duration (music)","score_opus":0.010344290180952159,"score_gpt":0.1937676031035834,"score_spread":0.18342331292263125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066766784","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":[0.8773719,0.0008600986,0.0007326846,0.0036145092,0.0018034314,0.004133926,0.0051746634,0.0011946467,0.10511414],"genre_scores_gemma":[0.9341976,0.000043440752,0.00027968068,0.0031164016,0.0011428375,0.0008572617,0.0023717706,0.00027511475,0.057715863],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422514,0.00022357814,0.0014965602,0.0013596086,0.0012360828,0.0014590177],"domain_scores_gemma":[0.9964189,0.00063273706,0.0011588237,0.0014706397,0.00017951374,0.0001393965],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007201536,0.00096329546,0.0010372566,0.00223122,0.0066878144,0.004246405,0.001787083,0.00010806954,0.003598553],"category_scores_gemma":[0.00021828555,0.0007432636,0.00158582,0.0147368405,0.00036093654,0.007071808,0.0026090606,0.000903132,0.00011696089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020177064,0.00032495704,0.8074416,0.00021038533,0.0022153968,0.00010340709,0.008252831,0.05013965,0.00001536671,0.0068427273,0.1220678,0.0003681797],"study_design_scores_gemma":[0.003694866,0.00032500128,0.08513858,0.00009366831,0.005221388,0.000020551786,0.013247109,0.07487381,0.000094264506,0.02290909,0.79132736,0.0030543373],"about_ca_topic_score_codex":0.00015139078,"about_ca_topic_score_gemma":0.000019438361,"teacher_disagreement_score":0.72230303,"about_ca_system_score_codex":0.00015204791,"about_ca_system_score_gemma":0.00042544183,"threshold_uncertainty_score":0.9995018},"labels":[],"label_agreement":null},{"id":"W7067320674","doi":"","title":"Magnetek Previews Fiscal 2014 Fourth Quarter and Updates Pension Gu...","year":2015,"lang":"en","type":"other","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pension; Government (linguistics); Work (physics); Pension plan","score_opus":0.013918241331159285,"score_gpt":0.22659200667672344,"score_spread":0.21267376534556415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067320674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088670815,0.0057340893,0.00004475271,0.00055037707,0.0006018891,0.000834841,0.000016824984,0.00039444937,0.99093604],"genre_scores_gemma":[0.0010558306,0.0009253843,0.0018036223,0.002733625,0.0034827616,0.000031028252,0.0011050991,0.00044988116,0.9884128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979839,0.000028729417,0.0004828648,0.0006710648,0.00046419338,0.00036928168],"domain_scores_gemma":[0.99873686,0.000018723014,0.00048818288,0.00056436297,0.00015805545,0.00003383281],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045558513,0.0005239502,0.0007655383,0.0005586185,0.00008324275,0.00035275647,0.00027681384,0.0002648969,0.029896181],"category_scores_gemma":[0.000079401485,0.00039863816,0.00015839728,0.00032462308,0.00007387532,0.0005008137,0.00032042005,0.00017711974,0.0069668354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011207739,0.000031526026,0.018104155,0.00032560268,0.000015393702,0.000008884537,0.000008525618,2.2444172e-7,0.0000053265135,0.000816152,0.9793208,0.001352167],"study_design_scores_gemma":[0.00035061082,0.000016736216,0.0024048253,0.0002924011,0.00032743672,0.0000013800881,0.000018679582,0.000777649,6.020967e-7,0.000515179,0.9947631,0.00053140003],"about_ca_topic_score_codex":0.0017311758,"about_ca_topic_score_gemma":0.0029263445,"teacher_disagreement_score":0.022929346,"about_ca_system_score_codex":0.000017770923,"about_ca_system_score_gemma":0.00001838923,"threshold_uncertainty_score":0.9998466},"labels":[],"label_agreement":null},{"id":"W7070140659","doi":"","title":"Päätösperäisen finanssipolitiikan vaikutukset Suomen kansantaloudessa : rakenteellinen VAR-analyysi","year":2018,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Value (mathematics); Clientelism; Quarter (Canadian coin)","score_opus":0.009887589294967617,"score_gpt":0.17797462204779324,"score_spread":0.16808703275282563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070140659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15408903,0.0003124208,0.00038855555,0.0002615047,0.0026751372,0.0012443569,0.0005893519,0.00061505544,0.83982456],"genre_scores_gemma":[0.17530397,0.0005462609,0.0004844222,0.00036304758,0.0040401616,9.993597e-7,0.0022586181,0.00024873216,0.8167538],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99221057,0.0003412024,0.0010499686,0.0027652371,0.0019233886,0.0017096159],"domain_scores_gemma":[0.99381953,0.00017637113,0.0017860038,0.0017784328,0.0020588024,0.00038087135],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000515464,0.0019126314,0.0019151393,0.004432182,0.00463698,0.0006342057,0.0031310006,0.0015383634,0.024106627],"category_scores_gemma":[0.0001732719,0.0023343842,0.001695887,0.0040759235,0.0025298772,0.0033143356,0.0017860167,0.0011418049,0.009819966],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029318954,0.0031708556,0.39716062,0.0026223126,0.0035831623,0.018611891,0.0009044272,0.00087719545,0.001414943,0.31043822,0.25757962,0.0007048658],"study_design_scores_gemma":[0.002764187,0.00011090606,0.009363227,0.0012974531,0.0034457666,0.00007201783,0.0018194,0.0014342612,0.00006489421,0.00009476671,0.97706884,0.0024643026],"about_ca_topic_score_codex":0.009982982,"about_ca_topic_score_gemma":0.0025509237,"teacher_disagreement_score":0.7194892,"about_ca_system_score_codex":0.0030966871,"about_ca_system_score_gemma":0.0015930964,"threshold_uncertainty_score":0.9997578},"labels":[],"label_agreement":null},{"id":"W7071731700","doi":"","title":"Three essays on lifecycle analysis","year":2010,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Wage; Welfare; General equilibrium theory; Asset (computer security); Inflation (cosmology); Dynamic stochastic general equilibrium; New Keynesian economics; Social security","score_opus":0.011781418081989672,"score_gpt":0.21009212090315638,"score_spread":0.1983107028211667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071731700","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":[0.9716426,0.00008237155,0.00006657521,0.000364211,0.00047045728,0.00025775708,0.000016479076,0.000083062296,0.027016493],"genre_scores_gemma":[0.991195,0.000032562824,0.00010457623,0.00015714738,0.000560671,4.6550295e-7,0.0013157589,0.00003134787,0.0066024177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983802,0.000016949187,0.00024837753,0.00044897528,0.00063083513,0.0002746503],"domain_scores_gemma":[0.99773955,0.000076483775,0.0008710805,0.0008319474,0.0004627871,0.000018143382],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004481456,0.00031267095,0.00062454643,0.0011134357,0.0005769887,0.000095904266,0.00106818,0.00030536766,0.0023447676],"category_scores_gemma":[0.000082764585,0.00029405797,0.0008252589,0.0022559182,0.0000977876,0.00048620492,0.00016994603,0.00048262186,0.000773824],"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":[0.004939184,0.0014954933,0.69819635,0.002452336,0.00657248,0.0002456131,0.004346147,0.001621033,0.041886386,0.11592391,0.10429216,0.01802893],"study_design_scores_gemma":[0.00038877147,0.000017542101,0.96741897,0.00006518145,0.007343941,1.21048e-7,0.0011449535,0.003537999,0.00002499329,0.0026223229,0.017006092,0.00042912166],"about_ca_topic_score_codex":0.009134269,"about_ca_topic_score_gemma":0.044742014,"teacher_disagreement_score":0.26922265,"about_ca_system_score_codex":0.000035199293,"about_ca_system_score_gemma":0.000040295654,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W7072056010","doi":"","title":"Total financial independence: 9 Canadian financial myths debunked","year":2017,"lang":"en","type":"book","venue":"Arca (British Columbia Electronic Library Network)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Mythology; Financial independence; Work (physics); Profit (economics); Financial services; Financial plan; Independence (probability theory)","score_opus":0.004745649255156771,"score_gpt":0.1682302509329077,"score_spread":0.16348460167775092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072056010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031956846,0.0044701374,0.0000013566175,0.00030558885,0.0029842004,0.0017328574,0.00019225119,0.00060196087,0.98651594],"genre_scores_gemma":[0.32173014,0.00067821017,0.00007034675,0.005214575,0.0215254,0.0001680272,0.004358615,0.00037859904,0.6458761],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915894,0.0000802899,0.0013280952,0.0019937556,0.0013300643,0.003678382],"domain_scores_gemma":[0.99636203,0.000090574875,0.0013899379,0.001564868,0.0003523163,0.00024026525],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007619125,0.0009767715,0.001690296,0.00048750878,0.0029009557,0.008332037,0.0024789593,0.0017155346,0.14110313],"category_scores_gemma":[0.0003898752,0.0017879915,0.00094480877,0.0008879095,0.00037221963,0.0055557596,0.0010894607,0.0027402272,0.0011784004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004132437,0.0000656868,0.020422501,0.00016163713,0.000062108375,0.00090329326,0.0000084241765,0.00003265192,8.8462144e-8,0.08100353,0.8832292,0.014069532],"study_design_scores_gemma":[0.00070215523,0.000066213666,0.009320725,0.0008620554,0.0003161773,0.000048813727,0.0000013179373,0.0004162009,1.6341421e-7,0.31896612,0.6678517,0.001448335],"about_ca_topic_score_codex":0.29594818,"about_ca_topic_score_gemma":0.94213164,"teacher_disagreement_score":0.64618343,"about_ca_system_score_codex":0.00083407416,"about_ca_system_score_gemma":0.01234399,"threshold_uncertainty_score":0.9995993},"labels":[],"label_agreement":null},{"id":"W7083847788","doi":"","title":"Tech Now : BBCNEWS : September 7, 2025 2:30pm-3:01pm BST","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"High tech; Government (linguistics); Ridiculous","score_opus":0.010761302816005769,"score_gpt":0.2330564820758327,"score_spread":0.22229517925982695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083847788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00085293653,0.00051372335,0.0034507175,0.00025759416,0.0023445853,0.0013845979,0.00039920284,0.0009740195,0.9898226],"genre_scores_gemma":[0.007522424,0.00013833577,0.0016853255,0.0026319816,0.0039459146,0.00017684013,0.002731425,0.000845067,0.98032266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99371135,0.00014906016,0.0015037712,0.0022318717,0.0010377648,0.001366209],"domain_scores_gemma":[0.99638176,0.00029561907,0.0013556675,0.0016460384,0.00020976276,0.000111177644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00042196957,0.0016907289,0.0017762997,0.003466581,0.00011578662,0.00083623413,0.0026468046,0.00044467277,0.074773565],"category_scores_gemma":[0.00026431138,0.0016233961,0.0013236455,0.00087825366,0.00049772783,0.00051137723,0.00312031,0.0013529728,0.03558538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002066623,0.00025903792,0.026408836,0.00082070305,0.0004282915,0.0001976893,0.00015247046,0.0000063540147,0.000097028635,0.01093762,0.959832,0.0006532646],"study_design_scores_gemma":[0.00096535217,0.000051965253,0.0035473164,0.00363255,0.0006708694,0.0000064874384,0.000032934156,0.0037231103,0.00006701436,0.004343675,0.981438,0.001520728],"about_ca_topic_score_codex":0.03967425,"about_ca_topic_score_gemma":0.097893335,"teacher_disagreement_score":0.058219086,"about_ca_system_score_codex":0.00011594243,"about_ca_system_score_gemma":0.0001637359,"threshold_uncertainty_score":0.99958396},"labels":[],"label_agreement":null},{"id":"W7084027869","doi":"10.6084/m9.figshare.30215605","title":"Additional file 1 of Leveraging multigenerational health data to enhance mental disorder risk prediction: a population-based cohort study","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Timeline; Medical diagnosis; Mental health; Cohort study; Cohort; Data collection; Health data; MEDLINE","score_opus":0.025515171206671287,"score_gpt":0.28590239745012563,"score_spread":0.26038722624345434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084027869","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005593034,0.000019189903,0.000014970848,0.00011726018,0.00007204067,0.00081780733,0.99301684,0.00006025382,0.0002886009],"genre_scores_gemma":[0.124423556,1.8558548e-7,0.0005766311,0.00087440765,0.00030840997,0.000654118,0.87271684,0.000011750657,0.00043406812],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99840987,0.00002721567,0.00045335465,0.0004789176,0.0004624503,0.00016817375],"domain_scores_gemma":[0.99863046,0.00025818087,0.00035291366,0.00045671378,0.00028656062,0.00001517748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012712703,0.00015198435,0.00022106728,0.00028262543,0.00041445988,0.00010943897,0.00031814116,0.00003091633,0.9378764],"category_scores_gemma":[0.0023610517,0.00016121365,0.000059648795,0.0007849035,0.000004186101,0.000599666,0.00029966785,0.000088563356,0.00062982517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009085743,0.00014039641,0.23805977,0.00005199936,0.000017409622,3.4162377e-7,0.000010755286,0.000594161,4.3597586e-7,0.000002860594,0.7604315,0.00068123173],"study_design_scores_gemma":[0.0001126167,0.00000729541,0.62094694,0.00055836333,0.000016820133,2.3972245e-8,0.000019641595,0.040200498,8.263872e-7,0.0000066942994,0.3380458,0.00008446598],"about_ca_topic_score_codex":0.00092614646,"about_ca_topic_score_gemma":0.0016771742,"teacher_disagreement_score":0.93724656,"about_ca_system_score_codex":0.00007568782,"about_ca_system_score_gemma":0.00014847296,"threshold_uncertainty_score":0.80953383},"labels":[],"label_agreement":null},{"id":"W7084129923","doi":"10.64357/neya-gjnps-cn-rs-rl-cx-10","title":"Legal and Ethical Considerations in Conflict Resolution: Frameworks, Principles, and Applications in Religious Contexts","year":2025,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Conflict resolution; Ethical issues; Dispute resolution; Cultural issues","score_opus":0.014814119666865288,"score_gpt":0.2689735922461055,"score_spread":0.2541594725792402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084129923","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":[0.93359125,0.0032055208,0.0018720058,0.015277883,0.00013355324,0.0015151768,0.0000048431884,0.00017946264,0.044220306],"genre_scores_gemma":[0.9923115,0.00011532316,0.00060642604,0.0062092217,0.00010257969,0.00007711879,0.000027995819,0.0000075906837,0.00054227404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988565,0.000022513514,0.00044635386,0.00035300947,0.00013051955,0.00019110608],"domain_scores_gemma":[0.9993395,0.00022769663,0.00008410551,0.00020388656,0.00013262354,0.000012193009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701241,0.00013918336,0.00024548903,0.00047300084,0.00018067924,0.00030355735,0.00006729373,0.00030224034,0.00006061074],"category_scores_gemma":[0.00046732312,0.00013545649,0.000028985241,0.0007232109,0.0001343799,0.00028397294,0.00017038609,0.00055023935,0.000012261454],"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":[0.000008223434,0.000023965911,0.36270648,0.00003341896,0.0000027441363,0.000004598965,0.000034544537,0.000033820685,0.000015742082,0.6350014,0.0019971647,0.00013790981],"study_design_scores_gemma":[0.000925369,0.0000054460547,0.66481334,0.00018325947,0.00005193367,0.000001812741,0.00018520266,0.009464367,0.000009932406,0.037834138,0.2862657,0.0002595202],"about_ca_topic_score_codex":0.0028186485,"about_ca_topic_score_gemma":0.013567261,"teacher_disagreement_score":0.59716725,"about_ca_system_score_codex":0.00003395498,"about_ca_system_score_gemma":0.000048632675,"threshold_uncertainty_score":0.757085},"labels":[],"label_agreement":null},{"id":"W7084145177","doi":"10.64628/aap.3vmqwk5gh","title":"Summer is here! Why you need to protect your children’s eyes","year":2019,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Université de Montréal","funders":"","keywords":"Government (linguistics); Quality (philosophy); Work (physics); Perspective (graphical)","score_opus":0.01569369083754286,"score_gpt":0.2331211350003602,"score_spread":0.21742744416281734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084145177","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":[0.9724176,0.00004196341,0.00007205746,0.0026288293,0.00028309575,0.0010638809,0.0000038305993,0.00021664798,0.023272088],"genre_scores_gemma":[0.96241003,0.0000027848853,0.0005082839,0.020725694,0.00088974007,0.00004139098,0.00005614919,0.000054038635,0.015311863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807817,0.000010367472,0.00038646685,0.00056959875,0.0004898546,0.0004655288],"domain_scores_gemma":[0.9989687,0.000011503081,0.00017040443,0.00056702644,0.0002555083,0.000026855196],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028888075,0.00030826233,0.00036575945,0.00046586638,0.00015883187,0.00043568673,0.00040596002,0.000092189606,0.0103725605],"category_scores_gemma":[0.00007805446,0.0002584434,0.00021646313,0.001094478,0.000019084242,0.0010670534,0.00031249886,0.00013377088,0.013984306],"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":[0.000038679613,0.000056758858,0.938103,0.000043034255,0.000023965431,0.0000016993514,0.00005751193,0.000018342293,0.0007847449,0.0017982102,0.058365572,0.00070848654],"study_design_scores_gemma":[0.000960355,0.00004115614,0.6762775,0.00011109971,0.00017331992,9.401999e-7,0.0002481664,0.001616388,0.0011228762,0.0005746183,0.31794512,0.0009284727],"about_ca_topic_score_codex":0.0062589482,"about_ca_topic_score_gemma":0.00033136702,"teacher_disagreement_score":0.2618255,"about_ca_system_score_codex":0.00003606177,"about_ca_system_score_gemma":0.00001528986,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W7095259682","doi":"","title":"Prepared for:","year":2002,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Empirical research; Work (physics); Association (psychology)","score_opus":0.033327472808177765,"score_gpt":0.21442551839252214,"score_spread":0.18109804558434436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095259682","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":[0.5765523,0.00017320794,0.0007820885,0.0010297139,0.0005209664,0.0006752688,0.0000032883202,0.0005336824,0.4197295],"genre_scores_gemma":[0.9753877,0.000004426107,0.0010153236,0.0024795607,0.00089091464,0.000030297482,0.000030115614,0.000018592033,0.020143092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992395,0.0000017864169,0.00019105204,0.00021180166,0.00015351646,0.00020236814],"domain_scores_gemma":[0.9995321,0.000019552333,0.00008531863,0.00021215397,0.00014505231,0.000005845372],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000117986136,0.000104786224,0.0001330381,0.00014351521,0.00013489947,0.0001559816,0.00014384977,0.00003400384,0.006672274],"category_scores_gemma":[0.00011092401,0.00009118476,0.00011841132,0.00033055173,0.000015803686,0.0006762112,0.00006196204,0.00002663545,0.0016082913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024675051,0.00013653414,0.3046583,0.00010252851,0.000015303116,0.0000032369019,0.000051361258,0.00002286636,0.00032622306,0.095515095,0.5940689,0.0050750123],"study_design_scores_gemma":[0.00043756195,0.000007079768,0.012886382,0.000012947113,0.00008012958,2.3513924e-7,0.000022860395,0.06510708,0.000059515358,0.0031925405,0.91795707,0.00023659595],"about_ca_topic_score_codex":0.00013392029,"about_ca_topic_score_gemma":0.0001302864,"teacher_disagreement_score":0.3995864,"about_ca_system_score_codex":0.000012268565,"about_ca_system_score_gemma":0.0000016021579,"threshold_uncertainty_score":0.99916905},"labels":[],"label_agreement":null},{"id":"W7095297134","doi":"","title":"Evidence from Consumer Bankruptcies","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Debt; Balance sheet; Balance (ability); Cost–benefit analysis; Barriers to entry","score_opus":0.08745350796138252,"score_gpt":0.26056855573208715,"score_spread":0.17311504777070463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095297134","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":[0.97148716,0.0009267048,0.00015134814,0.00064531656,0.00044085592,0.00012319488,0.0000015538435,0.0002051056,0.026018765],"genre_scores_gemma":[0.9924633,0.000021822452,0.0009993209,0.0025577974,0.00086070155,0.000007595723,0.00003602513,0.000016712038,0.003036754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880767,0.000009437668,0.0002581667,0.00029399295,0.00041147854,0.00021925198],"domain_scores_gemma":[0.999079,0.000070913025,0.00012858739,0.0003273987,0.00037467727,0.000019438156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032606514,0.00015546531,0.0002051258,0.00015421797,0.00009118675,0.00032653575,0.00026353696,0.000048647726,0.0035561053],"category_scores_gemma":[0.0006317523,0.00012794022,0.00008322258,0.00048737923,0.000060007587,0.0018898332,0.00021366435,0.00006882357,0.0062612523],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002456562,0.0000228184,0.9043914,0.000010579704,0.000008460863,0.000008402725,0.000058947193,0.0000102585855,0.0002709451,0.0038123103,0.090536036,0.0008452393],"study_design_scores_gemma":[0.0007944174,0.000013110967,0.44409195,0.00026838935,0.00033094175,5.9929164e-7,0.000447804,0.010579794,0.00046558445,0.011228587,0.5310208,0.0007580216],"about_ca_topic_score_codex":0.008505794,"about_ca_topic_score_gemma":0.00089595263,"teacher_disagreement_score":0.4602995,"about_ca_system_score_codex":0.000026780048,"about_ca_system_score_gemma":0.000027827522,"threshold_uncertainty_score":0.99809664},"labels":[],"label_agreement":null},{"id":"W7095447469","doi":"","title":"Pension Country Profile: Canada (Extract from the OECD Private Pensions Outlook 2008) Contents","year":2015,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Government (linguistics); Private pension; Private sector; Work (physics)","score_opus":0.02803487735468309,"score_gpt":0.21959224987024856,"score_spread":0.19155737251556545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095447469","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":[0.98169065,0.00026649627,0.000026799087,0.0022658624,0.0013735779,0.00064956595,0.000044549983,0.00015140964,0.013531096],"genre_scores_gemma":[0.9815282,0.000011648329,0.0002592743,0.012083038,0.00121411,0.000021112111,0.00069711753,0.00004829616,0.004137197],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719787,0.000037746628,0.00058137445,0.0005308956,0.0011297745,0.00052232074],"domain_scores_gemma":[0.9980213,0.00013625564,0.0003897498,0.0007347466,0.00065616873,0.000061758714],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004823676,0.0003623636,0.00040703203,0.00010188082,0.0004642419,0.00038527529,0.0005806296,0.00010106887,0.0027256021],"category_scores_gemma":[0.00053394324,0.00024014855,0.00011248864,0.00046019998,0.000080741105,0.0010580083,0.0004145005,0.00026726065,0.0015838082],"study_design_candidate":"not_applicable","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":[0.00006362298,0.000059093003,0.55266476,0.000010909867,0.000025135752,0.00004862717,0.000028116223,0.000021994343,0.00044392652,0.0023519457,0.4440083,0.00027357863],"study_design_scores_gemma":[0.0010579716,0.00000987802,0.42531848,0.00008006603,0.0002666541,0.0000020418574,0.00038015773,0.008141494,0.00014288141,0.0006657203,0.56339914,0.0005355106],"about_ca_topic_score_codex":0.8617386,"about_ca_topic_score_gemma":0.75744766,"teacher_disagreement_score":0.12734629,"about_ca_system_score_codex":0.0001615594,"about_ca_system_score_gemma":0.00027827043,"threshold_uncertainty_score":0.99919355},"labels":[],"label_agreement":null},{"id":"W7095768548","doi":"","title":"Decentralized Investment Management: Evidence from the Pension Fund Industry,” working paper","year":2010,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pension fund; Investment management; Investment (military); Asset (computer security); Investment fund; Target date fund","score_opus":0.04660175050064769,"score_gpt":0.2565996141939094,"score_spread":0.20999786369326173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095768548","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":[0.9712537,0.00026259187,0.000036597397,0.002735764,0.0010166394,0.0005489152,9.682609e-7,0.00018412761,0.023960693],"genre_scores_gemma":[0.9753822,0.00009263396,0.0014765928,0.019784592,0.001267362,0.000035741374,0.000054425258,0.000038608097,0.0018678106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769795,0.000030265232,0.00048849214,0.00059461966,0.00068948045,0.0004991919],"domain_scores_gemma":[0.99848,0.00017416627,0.00028983288,0.00087299466,0.00015039166,0.000032596145],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006743958,0.0003275171,0.00027472683,0.000159018,0.00052287936,0.0008086745,0.00071974396,0.00020873523,0.009417776],"category_scores_gemma":[0.00022045056,0.0002220429,0.00017237866,0.0009425292,0.000106566156,0.0015323666,0.0006319405,0.000604826,0.0012196903],"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":[0.00006567201,0.00007566482,0.9168668,0.000025828671,0.000046321227,0.000028178923,0.00008082597,0.000013580042,0.0035989054,0.04877485,0.026581598,0.003841817],"study_design_scores_gemma":[0.0005192295,0.0000036646034,0.54379976,0.000263103,0.0003193756,5.630162e-7,0.00015150284,0.0012050277,0.00015998368,0.0038242463,0.44938123,0.00037227385],"about_ca_topic_score_codex":0.0037683023,"about_ca_topic_score_gemma":0.0038076527,"teacher_disagreement_score":0.42279965,"about_ca_system_score_codex":0.000033528668,"about_ca_system_score_gemma":0.000016092428,"threshold_uncertainty_score":0.999558},"labels":[],"label_agreement":null},{"id":"W7095825537","doi":"","title":"Who Foregoes Survivor Protection in Employer-Sponsored Pension Annuities?” The Gerontologist 45(1","year":2005,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Spouse; Payment; Quarter (Canadian coin); Health and Retirement Study; Annuity; Life annuity; Marital status","score_opus":0.027986845670856044,"score_gpt":0.23749464448854102,"score_spread":0.20950779881768497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095825537","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":[0.9845357,0.00010098198,0.00021665823,0.0030132087,0.00019609244,0.000713305,0.0000014486097,0.00018963928,0.011032955],"genre_scores_gemma":[0.99076116,0.000015094435,0.00019079166,0.0015843252,0.0008245982,0.00007928046,0.00002800078,0.000028094619,0.0064886524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982608,0.000050546616,0.0004863944,0.00040422715,0.00038588658,0.00041215846],"domain_scores_gemma":[0.99903893,0.00005852847,0.00024148823,0.0004244346,0.00022559294,0.000011027935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090615766,0.00025294157,0.00031237883,0.00047785632,0.00036197942,0.0003310912,0.00032440198,0.00011159481,0.00088129716],"category_scores_gemma":[0.00029103333,0.00016961001,0.00014206857,0.0010196568,0.00011073418,0.0016052859,0.00018438026,0.0001975474,0.00039710721],"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":[0.00050763565,0.00027246328,0.91667163,0.00012473835,0.000020815933,0.000018015535,0.00040221232,0.0005133289,0.00074502086,0.03885314,0.019747399,0.022123614],"study_design_scores_gemma":[0.0008182042,0.000032285636,0.75268745,0.000094977826,0.00007030564,0.0000025588133,0.00046248653,0.03667923,0.00025137851,0.001685879,0.20671064,0.0005046079],"about_ca_topic_score_codex":0.009554744,"about_ca_topic_score_gemma":0.057382002,"teacher_disagreement_score":0.18696325,"about_ca_system_score_codex":0.00008806393,"about_ca_system_score_gemma":0.000019025441,"threshold_uncertainty_score":0.9970407},"labels":[],"label_agreement":null},{"id":"W7096146476","doi":"","title":"Pension Reform and Financial Investment in the United States and Canada","year":2004,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Pension; Financial asset; Government (linguistics); Pension plan","score_opus":0.009049540812919034,"score_gpt":0.19272727975348378,"score_spread":0.18367773894056474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096146476","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":[0.99548095,0.000056530876,0.0000032577461,0.0019725459,0.000048678376,0.00016132955,0.000001074853,0.000015138082,0.0022604999],"genre_scores_gemma":[0.97879267,0.00005976489,0.00008087369,0.020780873,0.00009849628,0.0000066497923,0.000088530185,0.0000071594,0.00008498393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918723,0.0000073614315,0.00019943413,0.00018882843,0.00023101103,0.00018611834],"domain_scores_gemma":[0.9996998,0.000018042596,0.00006973037,0.00013488768,0.00006769701,0.000009887027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024900484,0.00012596697,0.0001305361,0.0001923467,0.00016522381,0.00013229926,0.00009321085,0.000029568624,0.00003276485],"category_scores_gemma":[0.000063265245,0.00008040963,0.000015042934,0.0005031154,0.00004280186,0.00035291832,0.00010287369,0.00008014534,0.00000516633],"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":[0.00008081291,0.00012385902,0.7346878,0.00016455597,0.000007848039,0.00013695814,0.0008162472,0.0003208697,0.0001224854,0.2522745,0.01051497,0.000749061],"study_design_scores_gemma":[0.0010425382,0.000018458744,0.88311505,0.00007355379,0.00004878865,0.0000026642783,0.0012931098,0.0020529737,0.00004067033,0.011315162,0.10070775,0.00028925508],"about_ca_topic_score_codex":0.9593434,"about_ca_topic_score_gemma":0.96105665,"teacher_disagreement_score":0.24095936,"about_ca_system_score_codex":0.00010995846,"about_ca_system_score_gemma":0.0000618329,"threshold_uncertainty_score":0.32790095},"labels":[],"label_agreement":null},{"id":"W7096175344","doi":"","title":"de Roon for providing factor returns for the Canadian market. For helpful comments and suggestions, we thank","year":2011,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basis point; Asset allocation; Market liquidity; Equity (law); Pension; Diseconomies of scale; Market timing; Asset (computer security)","score_opus":0.06474332142388936,"score_gpt":0.2474800361160504,"score_spread":0.18273671469216105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096175344","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":[0.81966555,0.0019148648,0.05779754,0.052957043,0.003801103,0.03205334,0.001054385,0.0007364546,0.030019728],"genre_scores_gemma":[0.98597294,0.00002020901,0.0053340867,0.002880828,0.00053205434,0.00056825345,0.0000986389,0.000042753883,0.0045502204],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989179,0.00000799951,0.00024531738,0.0002686342,0.00011247432,0.00044767567],"domain_scores_gemma":[0.99906236,0.00025056073,0.00015110099,0.00020397248,0.0002973491,0.0000346303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006028346,0.00017946691,0.00018559804,0.00020577663,0.0008711902,0.00034633264,0.00022069886,0.00008040306,0.00032781065],"category_scores_gemma":[0.00045173932,0.00013124221,0.0001345689,0.00016834225,0.000033439366,0.0005227686,0.000057245143,0.00005570816,0.000005070653],"study_design_candidate":"not_applicable","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":[0.00047203666,0.000094608964,0.7112597,0.0008452053,0.00013331055,0.0000015071316,0.00073859916,0.0000023535474,0.00016911713,0.07532933,0.19748753,0.01346668],"study_design_scores_gemma":[0.0013501752,0.000055433607,0.14685552,0.00012627585,0.00053273863,8.38565e-7,0.00051000586,0.05330809,0.00029126,0.011624669,0.78484684,0.0004981612],"about_ca_topic_score_codex":0.057775542,"about_ca_topic_score_gemma":0.3367322,"teacher_disagreement_score":0.5873593,"about_ca_system_score_codex":0.000092421076,"about_ca_system_score_gemma":0.00006682921,"threshold_uncertainty_score":0.9484988},"labels":[],"label_agreement":null},{"id":"W7096283617","doi":"","title":"Labor Supply Responses to Changes in Wealth and Credit","year":2009,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Market liquidity; Stock (firearms); Financial market; Stock market; National wealth; Interest rate","score_opus":0.012983289624555715,"score_gpt":0.2500554392195238,"score_spread":0.23707214959496806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096283617","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":[0.9832602,0.00010486712,0.000005409651,0.012803075,0.00008270292,0.00020181328,0.0000020305338,0.00007126957,0.003468609],"genre_scores_gemma":[0.97955716,0.00003702808,0.0005069422,0.016797453,0.0005766278,0.000007976609,0.000014977022,0.000009661205,0.0024921536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999066,0.000010690952,0.00019119022,0.00027232777,0.00019401396,0.00026576582],"domain_scores_gemma":[0.99961656,0.000033177428,0.00006312555,0.00017130953,0.00009826858,0.00001753604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525084,0.00013280057,0.0001980266,0.0005853713,0.00008293536,0.00017244874,0.000121831334,0.00004088799,0.0006233897],"category_scores_gemma":[0.00022131093,0.00011686377,0.000023527757,0.0009095471,0.000014265182,0.00045940894,0.000077389144,0.00005870709,0.00018416719],"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":[0.00013743996,0.00004680972,0.9737885,0.000024580067,0.0000014725906,0.000016126618,0.0000966485,0.0000026136072,0.00066725654,0.009752706,0.0098487735,0.0056170914],"study_design_scores_gemma":[0.0002392214,0.000030019835,0.9288206,0.000037208207,0.000013809435,3.054469e-7,0.00008286358,0.00045315476,0.00007040155,0.00078642584,0.06931132,0.00015468495],"about_ca_topic_score_codex":0.0009746018,"about_ca_topic_score_gemma":0.005602098,"teacher_disagreement_score":0.059462547,"about_ca_system_score_codex":0.000020281814,"about_ca_system_score_gemma":0.000010648299,"threshold_uncertainty_score":0.682568},"labels":[],"label_agreement":null},{"id":"W7096299331","doi":"","title":"Social Security and Medicare: The Impending Fiscal Challenge.” Federal Reserve Bank of Kansas City Economic Review, First Quarter 2006","year":2013,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Quarter (Canadian coin); Trust fund; State (computer science); Federal budget; Social policy; Economic security","score_opus":0.014965824053498432,"score_gpt":0.24000961774327736,"score_spread":0.22504379368977892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096299331","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":[0.93343353,0.0018566438,0.000009107013,0.03488019,0.00023799075,0.00077380217,0.000008439491,0.00006882113,0.028731478],"genre_scores_gemma":[0.99647194,0.0004928415,0.000021053476,0.0016221558,0.0010341384,0.00003890928,0.000042528274,0.0000167367,0.000259724],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984211,0.000035342106,0.0005726465,0.0003465209,0.0003027436,0.00032168438],"domain_scores_gemma":[0.99912703,0.00008893303,0.0003492168,0.0002768927,0.00013870184,0.000019253968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000794932,0.00022173123,0.00044890292,0.000105076084,0.00049645547,0.00022864802,0.0003275458,0.000094478455,0.0057677445],"category_scores_gemma":[0.00010342114,0.0001545809,0.00019638798,0.00019095407,0.00014621587,0.0010805102,0.00029480903,0.00017741934,0.0002091606],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023083552,0.00008079274,0.3812674,0.0012655209,0.00006139114,0.0000029183498,0.00046979485,9.957147e-7,0.000011376325,0.013923645,0.601867,0.0010260595],"study_design_scores_gemma":[0.0020487488,0.00007081767,0.718518,0.0011626987,0.0006829014,0.0000038691956,0.0013831767,0.017121218,0.000036830916,0.022621585,0.23497905,0.0013710808],"about_ca_topic_score_codex":0.008131173,"about_ca_topic_score_gemma":0.0060673812,"teacher_disagreement_score":0.366888,"about_ca_system_score_codex":0.000040883107,"about_ca_system_score_gemma":0.00001485387,"threshold_uncertainty_score":0.99847376},"labels":[],"label_agreement":null},{"id":"W7096367882","doi":"","title":"Cost of Basic Needs for the Canadian Elderly","year":2011,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residence; Cost of living; Basic needs; Leverage (statistics); Survey of Income and Program Participation; Elderly people; Social security; Low income housing; User needs","score_opus":0.06110928997613983,"score_gpt":0.23359938574559883,"score_spread":0.172490095769459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096367882","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":[0.6304212,0.00019068198,0.0014711583,0.0018793289,0.0010609342,0.0020917142,0.000018491994,0.0001322476,0.36273423],"genre_scores_gemma":[0.99518514,0.000002232563,0.00031133255,0.0017297469,0.0002787062,0.00003087137,0.000019571053,0.00001471899,0.002427666],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929154,0.0000028580641,0.00021339164,0.000115055744,0.00014040488,0.00023673564],"domain_scores_gemma":[0.99929285,0.000038250397,0.00011808178,0.0002523317,0.0002849352,0.000013526029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002984081,0.00010175335,0.00013756429,0.0003218701,0.0002543841,0.00008003306,0.00027276026,0.00004237497,0.0023681354],"category_scores_gemma":[0.00008681087,0.0000689185,0.00011553675,0.0005905889,0.000049193048,0.00037537067,0.000038242924,0.000043612745,0.00015087989],"study_design_candidate":"observational","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":[0.000046077334,0.00004939108,0.66440636,0.0000833618,0.000039620663,0.0000019508607,0.00035664893,0.000007713317,0.000059466704,0.27623525,0.046050213,0.012663942],"study_design_scores_gemma":[0.00057470554,0.000029977105,0.36472338,0.000033086384,0.00037306777,3.2843164e-7,0.0006409561,0.006583211,0.00031333882,0.0044334107,0.62196565,0.00032891607],"about_ca_topic_score_codex":0.4843168,"about_ca_topic_score_gemma":0.67452514,"teacher_disagreement_score":0.5759154,"about_ca_system_score_codex":0.000023558901,"about_ca_system_score_gemma":0.000051310893,"threshold_uncertainty_score":0.99854386},"labels":[],"label_agreement":null},{"id":"W7096369100","doi":"","title":"Occupational pensions and interfirm job mobility in the European Union. Evidence from the European Community Household Panel Survey","year":2001,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European union; Pension; European community; Sample (material); Panel data; Empirical evidence; Eu countries; Quarter (Canadian coin); Member states","score_opus":0.16112504994298554,"score_gpt":0.2790830617972378,"score_spread":0.11795801185425225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096369100","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":[0.9884714,0.00012870634,0.00015184007,0.0007297262,0.00011282284,0.0002758599,0.000018826242,0.000070067596,0.010040737],"genre_scores_gemma":[0.99695075,0.00007847484,0.000034289424,0.0022065141,0.00035121883,0.0000045566176,0.00019042967,0.000024725401,0.0001590595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947725,0.0038293083,0.00046712466,0.0003103351,0.0003801956,0.00024051638],"domain_scores_gemma":[0.9971096,0.0015643574,0.00019003621,0.00089450146,0.0002270162,0.000014502446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013942264,0.00021619194,0.00019617527,0.000110600835,0.0007655915,0.0006327028,0.00092844164,0.00002739746,0.00017237487],"category_scores_gemma":[0.0015787185,0.00012756916,0.00007027129,0.0008772522,0.00018513514,0.0009643369,0.00081311725,0.0004655266,0.00015871755],"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":[0.000023675484,0.000116210496,0.99252045,0.0000061871956,0.000005664959,0.000011203197,0.00029420192,0.00008356074,0.000035824403,0.00020361769,0.005841348,0.00085808156],"study_design_scores_gemma":[0.00020625482,0.0000068581826,0.9940111,0.00008418015,0.000042184016,0.0000013213638,0.00050968956,0.0012031621,5.019947e-7,0.00020569647,0.003563078,0.00016595186],"about_ca_topic_score_codex":0.12349012,"about_ca_topic_score_gemma":0.0650284,"teacher_disagreement_score":0.058461715,"about_ca_system_score_codex":0.000023816094,"about_ca_system_score_gemma":0.000014775477,"threshold_uncertainty_score":0.9520324},"labels":[],"label_agreement":null},{"id":"W7096443582","doi":"","title":"The importance of financial resources for student loan repayment. CIBC Working Paper No","year":2013,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loan; Payment; Revenue; Government (linguistics); Student loan; Term loan","score_opus":0.011556421080364657,"score_gpt":0.23045972060864264,"score_spread":0.21890329952827797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096443582","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":[0.9741232,0.000243573,0.000028664812,0.0007259998,0.00038647963,0.0007699615,9.2959954e-7,0.00006843195,0.023652768],"genre_scores_gemma":[0.9878454,0.00002669644,0.0005069696,0.0028568772,0.0014037195,0.00015436728,0.000014864393,0.00002872806,0.0071623437],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981962,0.00001014353,0.0006422027,0.00034108225,0.0004330937,0.00037731437],"domain_scores_gemma":[0.998428,0.00012746704,0.0004892355,0.00046525928,0.00047778393,0.000012284067],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061918993,0.00019832446,0.0002760814,0.00010481411,0.0004389264,0.00037393332,0.0004554408,0.00005951326,0.0011669239],"category_scores_gemma":[0.00037533604,0.00013085328,0.00022738337,0.00042385852,0.00007700896,0.00069992524,0.00024422607,0.00007970163,0.00023794352],"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":[0.00004986469,0.000071624105,0.9218536,0.000052644573,0.000018422774,0.0000011731177,0.00007235472,0.000006850695,0.000532783,0.02109751,0.05346972,0.002773461],"study_design_scores_gemma":[0.00037720508,0.000017875669,0.48340997,0.000058709098,0.00007648832,1.18573205e-7,0.00014522643,0.0008386523,0.00004635099,0.0025718191,0.5122446,0.0002129872],"about_ca_topic_score_codex":0.0005376873,"about_ca_topic_score_gemma":0.0010064756,"teacher_disagreement_score":0.4587749,"about_ca_system_score_codex":0.00002685823,"about_ca_system_score_gemma":0.000015684378,"threshold_uncertainty_score":0.99974614},"labels":[],"label_agreement":null},{"id":"W7096794993","doi":"","title":"Commentary on: Social Security Spouse and Survivor Benefits for the Modern Family","year":2006,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Social security; Quarter (Canadian coin); Social issues","score_opus":0.02047852352289282,"score_gpt":0.22488692726045512,"score_spread":0.2044084037375623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096794993","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":[0.98743486,0.00021852365,0.00015649649,0.007976702,0.00018607905,0.00042137172,0.000021795891,0.00009443981,0.003489733],"genre_scores_gemma":[0.97347075,0.00001275025,0.00006358195,0.02378557,0.0020856254,0.000028741859,0.000115065995,0.0000241463,0.00041379957],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989973,0.000008073218,0.00023374853,0.00026674836,0.00024265189,0.00025152924],"domain_scores_gemma":[0.9994658,0.00011638289,0.000114854665,0.00017098503,0.00012591603,0.000006015044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003126802,0.00018012218,0.0001951864,0.000097188524,0.00060364424,0.00025955477,0.00017529562,0.00005363233,0.00008307844],"category_scores_gemma":[0.000014220247,0.0001287068,0.000120320634,0.00021870418,0.000055721073,0.00040859316,0.00012964218,0.00007599882,0.00003001578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002591106,0.000331599,0.20629556,0.0001122664,0.00004502995,0.0000028962702,0.00011417719,0.00040520128,0.00014598572,0.15768848,0.62611896,0.008480718],"study_design_scores_gemma":[0.0018275775,0.00002399463,0.63630056,0.000032079053,0.00038580396,3.0629184e-7,0.00021081332,0.08193234,0.000058517744,0.04763582,0.23095725,0.0006349436],"about_ca_topic_score_codex":0.007150281,"about_ca_topic_score_gemma":0.004301451,"teacher_disagreement_score":0.43000495,"about_ca_system_score_codex":0.000018645227,"about_ca_system_score_gemma":0.0000045167844,"threshold_uncertainty_score":0.9994612},"labels":[],"label_agreement":null},{"id":"W7096859214","doi":"","title":"2008), “The Impact of Wealth on Inattention: Evidence from Credit Card Repayments,” mimeo","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Confidentiality; Census; Financial institution; Credit card fraud; ATM card; Credit card interest; Matching (statistics)","score_opus":0.056199265614755654,"score_gpt":0.3047412954547096,"score_spread":0.24854202983995397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096859214","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":[0.98857117,0.00034032072,0.000037298647,0.00087296736,0.00046473375,0.00028272366,0.000011472705,0.00007523826,0.00934407],"genre_scores_gemma":[0.99609303,0.00002642071,0.00015062843,0.00075889577,0.0011841679,0.0000107419255,0.00009684059,0.000020139907,0.0016591415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998107,0.000036452268,0.00049480266,0.0003655511,0.00071641844,0.00027978412],"domain_scores_gemma":[0.99821824,0.00009321517,0.00045084962,0.00064768107,0.0005524334,0.00003760713],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081413606,0.00021996173,0.00033296153,0.00022115544,0.00013519553,0.00016441151,0.00041811768,0.000063877786,0.0018734387],"category_scores_gemma":[0.0007278003,0.00013974226,0.00030101428,0.0008074206,0.00006712924,0.0011267029,0.00020047733,0.00012772118,0.0008201769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015198004,0.00010794184,0.73636776,0.00002268669,0.000050468003,0.0000072414723,0.000081324506,0.00023054291,0.00020409563,0.00078156317,0.26138783,0.0006065743],"study_design_scores_gemma":[0.00083284953,0.0001382826,0.9687815,0.00039107577,0.00029231413,6.750467e-7,0.00024171783,0.008845487,0.00019272412,0.0027231248,0.017174762,0.00038554549],"about_ca_topic_score_codex":0.043955345,"about_ca_topic_score_gemma":0.0005309133,"teacher_disagreement_score":0.24421306,"about_ca_system_score_codex":0.00012620959,"about_ca_system_score_gemma":0.000094350435,"threshold_uncertainty_score":0.9999578},"labels":[],"label_agreement":null},{"id":"W7096893232","doi":"","title":"SRDC Working Paper Series 05-03 A Literature Review of Experience-Rating Employment Insurance in Canada","year":2005,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General insurance; Series (stratigraphy); Income protection insurance; Casualty insurance; Insurance policy; Work (physics)","score_opus":0.010993341430056291,"score_gpt":0.2182396924132341,"score_spread":0.2072463509831778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096893232","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":[0.9637812,0.020579154,0.0000031660368,0.001553981,0.00023431265,0.00039291714,0.0000028551854,0.000045538498,0.013406878],"genre_scores_gemma":[0.9838823,0.0038365687,0.00076068926,0.010469348,0.000396705,0.000045623423,0.0000344732,0.000020234767,0.00055406697],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802876,0.000019575675,0.0007719767,0.00034381862,0.0005024096,0.00033345638],"domain_scores_gemma":[0.99906576,0.000026380514,0.00034818178,0.00032053687,0.00022483147,0.000014309635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030270006,0.00023885755,0.00044246498,0.00018455263,0.00010224195,0.00012210025,0.0002638157,0.000041370728,0.000988282],"category_scores_gemma":[0.00016444053,0.00020195602,0.00009289729,0.0016696488,0.000027360977,0.0017662969,0.00014003854,0.00014315279,0.000019419367],"study_design_candidate":"observational","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":[0.000021750784,0.000040193296,0.9814101,0.001847469,0.0000072379653,0.00003103305,0.00032716646,0.00005772735,0.0002565447,0.002297663,0.005142579,0.00856055],"study_design_scores_gemma":[0.00047792838,0.000010715551,0.39305598,0.033272803,0.0000542973,0.000004946285,0.00054952176,0.0007544714,0.00045337787,0.00009106217,0.5704949,0.00078003964],"about_ca_topic_score_codex":0.30494606,"about_ca_topic_score_gemma":0.8564857,"teacher_disagreement_score":0.5883541,"about_ca_system_score_codex":0.00016660191,"about_ca_system_score_gemma":0.00011920522,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W7097041781","doi":"","title":"credit, including © notice, is given to the source. Retirement Income Security and Well-Being in Canada","year":2009,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Developing country; Subject (documents); Social security; Developed country; Measures of national income and output","score_opus":0.008277558914414937,"score_gpt":0.2128893863926195,"score_spread":0.20461182747820456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097041781","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":[0.9680503,0.000042875676,0.000030870717,0.009891146,0.00019194694,0.0003473796,9.142078e-7,0.00004064116,0.02140392],"genre_scores_gemma":[0.9813196,0.00000955748,0.00010369431,0.01756118,0.0005847297,0.0000074140294,0.000008981055,0.000015032237,0.00038983047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814695,0.000019482815,0.00045091994,0.00041235506,0.0005424299,0.00042785617],"domain_scores_gemma":[0.9993024,0.00005316679,0.00015444853,0.00033392006,0.0001253547,0.00003070367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005743856,0.00023420715,0.0002914184,0.00028376753,0.00034433082,0.00026303815,0.00033686086,0.000044208056,0.00053664506],"category_scores_gemma":[0.00012848183,0.00018213953,0.000054003805,0.0010119866,0.000019461779,0.00054537755,0.00038935966,0.00018373705,0.0000789007],"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":[0.000031680138,0.000029788567,0.97016823,0.00005113382,0.000008651326,0.000021165726,0.0007547658,0.00017178527,0.00005159313,0.0030001237,0.02392452,0.0017865457],"study_design_scores_gemma":[0.0005315831,0.000019238649,0.7651906,0.00019120408,0.00009103392,8.137805e-7,0.000810765,0.028061152,0.0001259622,0.0033840768,0.20104784,0.00054571684],"about_ca_topic_score_codex":0.738379,"about_ca_topic_score_gemma":0.8572595,"teacher_disagreement_score":0.20497763,"about_ca_system_score_codex":0.00026662732,"about_ca_system_score_gemma":0.000072855284,"threshold_uncertainty_score":0.74274343},"labels":[],"label_agreement":null},{"id":"W7097373728","doi":"","title":"2001a), ‘In search of intergenerational credit constraints among Canadian men: Quantile versus mean regression tests for binding credit constraints’, mimeo","year":2011,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quantile regression; Credit card; Regression analysis; Regression; Quantile; Linear regression","score_opus":0.06587248950938847,"score_gpt":0.281564378861171,"score_spread":0.21569188935178257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097373728","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":[0.94731635,0.000024045861,0.00015265602,0.00013174675,0.00096330466,0.000653622,0.00008948318,0.000052843756,0.050615963],"genre_scores_gemma":[0.9962005,0.0000052446762,0.0020139357,0.00011270853,0.00057829934,0.000033070242,0.0004632863,0.0000343177,0.00055861584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769217,0.000027636612,0.00072608195,0.00050011376,0.00046121792,0.00059279887],"domain_scores_gemma":[0.9985857,0.00015324225,0.00029546148,0.0002958193,0.0005773965,0.00009240882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088574126,0.00029011548,0.0004132672,0.0011758407,0.00027945952,0.00011887401,0.00036747195,0.00015865739,0.0075747934],"category_scores_gemma":[0.0006439949,0.00026845417,0.00017983996,0.0007429229,0.00041442964,0.00097389217,0.00011686425,0.00016108199,0.00011608551],"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":[0.0003227277,0.00016758584,0.9203616,0.00016469433,0.00006846438,0.000041102863,0.0003221167,0.000030977597,0.0028986617,0.037835624,0.036286477,0.0015000056],"study_design_scores_gemma":[0.018459294,0.0005412942,0.78053194,0.003015571,0.0009540595,0.000011358047,0.01222866,0.1356048,0.024016678,0.0023036902,0.018195784,0.004136873],"about_ca_topic_score_codex":0.07869816,"about_ca_topic_score_gemma":0.30875117,"teacher_disagreement_score":0.23005302,"about_ca_system_score_codex":0.00013918399,"about_ca_system_score_gemma":0.00029719694,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W7097453359","doi":"","title":"From Knowledge to Application: Strengthening Financial Literacy","year":2010,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Agency (philosophy); Charter; Literacy","score_opus":0.0072174990111251395,"score_gpt":0.24698526590347797,"score_spread":0.23976776689235282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097453359","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":[0.96964574,0.000023579014,0.0014222766,0.00042435058,0.00074938504,0.0002670666,0.000005625885,0.00023517816,0.027226774],"genre_scores_gemma":[0.98406374,5.7691693e-7,0.0050149783,0.0020064444,0.006729652,0.000055230714,0.0001518603,0.000030002968,0.0019475281],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856406,0.000005439483,0.00039337727,0.00049734616,0.00023632983,0.0003034702],"domain_scores_gemma":[0.9988689,0.000060199578,0.00014593083,0.00052745076,0.00036700568,0.0000305154],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023045878,0.00022473113,0.00024233124,0.00031183183,0.00024570368,0.00042166113,0.0004218057,0.00009873593,0.0031574606],"category_scores_gemma":[0.0003028893,0.00020905689,0.00012287855,0.0009893767,0.000027591543,0.0010500933,0.00028947147,0.00021536062,0.006195892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091125075,0.00039352517,0.58537185,0.00006473758,0.000017753764,0.000009981273,0.00094356766,0.000022320524,0.024429537,0.15447685,0.06769217,0.16648659],"study_design_scores_gemma":[0.00029783763,0.000005227887,0.14258124,0.000025918804,0.000060774142,2.2375103e-7,0.00002654743,0.0073951827,0.00043781256,0.004987507,0.84378654,0.00039517833],"about_ca_topic_score_codex":0.0020178678,"about_ca_topic_score_gemma":0.0021378277,"teacher_disagreement_score":0.7760944,"about_ca_system_score_codex":0.000015826408,"about_ca_system_score_gemma":0.000028506996,"threshold_uncertainty_score":0.9977538},"labels":[],"label_agreement":null},{"id":"W7097542944","doi":"","title":"Debt Aversion and the Demand for Loans for Post-Secondary Education.” Working paper, School of Social Sciences","year":2008,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debt; Subsidy; Investment (military); Payment; Student debt; Human capital; Risk aversion (psychology); Cash; Senior debt","score_opus":0.017812350443797805,"score_gpt":0.2439854776631914,"score_spread":0.2261731272193936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097542944","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":[0.9811392,0.0005366542,0.0004071484,0.0020179555,0.00025878547,0.0008274578,0.000003440934,0.000028854254,0.014780537],"genre_scores_gemma":[0.9927639,0.00002951269,0.0014307167,0.0036091313,0.0006323579,0.000046043842,0.000029096276,0.000009645815,0.0014495974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991927,0.000008344012,0.0002494829,0.00020906354,0.00017237428,0.0001680466],"domain_scores_gemma":[0.9992451,0.0001527036,0.00020169222,0.000084350126,0.00030947043,0.0000067061496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054119434,0.00010365104,0.00018860825,0.00016481786,0.0011275335,0.0001142507,0.00017216067,0.000040201394,0.00034487515],"category_scores_gemma":[0.00026474,0.0000698022,0.0001332466,0.0003320657,0.00027735892,0.00073601725,0.00007594205,0.000040794814,0.00001021396],"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":[0.0009533982,0.00024941016,0.58295333,0.0006110286,0.00006283798,5.0999586e-7,0.00084260665,0.000016552427,0.0015610195,0.30245385,0.09364604,0.016649432],"study_design_scores_gemma":[0.006464713,0.00008157803,0.5734654,0.00017051594,0.00061300665,0.000003519277,0.0030969183,0.007907389,0.00037901502,0.030190526,0.37691587,0.0007115117],"about_ca_topic_score_codex":0.00031847463,"about_ca_topic_score_gemma":0.0001666262,"teacher_disagreement_score":0.28326985,"about_ca_system_score_codex":0.000011516964,"about_ca_system_score_gemma":0.00012821623,"threshold_uncertainty_score":0.86721903},"labels":[],"label_agreement":null},{"id":"W7097739696","doi":"","title":"including © notice, is given to the source. Income Uncertainty and Household Savings in China","year":2010,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Developing country; Subject (documents); Developed country; Measures of national income and output","score_opus":0.013119145595236869,"score_gpt":0.22475401692928965,"score_spread":0.2116348713340528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097739696","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":[0.99089766,0.00001396037,0.00004337071,0.0043054083,0.00019921352,0.000269767,0.0000017458319,0.0000835544,0.0041853148],"genre_scores_gemma":[0.99178493,0.0000035397559,0.00023398093,0.0059984527,0.000565895,0.0000131330635,0.000006682818,0.000027270877,0.0013660924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872464,0.000009998347,0.00032027139,0.00031851698,0.0002987343,0.0003278272],"domain_scores_gemma":[0.9993481,0.000056683653,0.0001344935,0.00036511937,0.00007479255,0.000020812828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007248081,0.00020294148,0.00024237475,0.0003996884,0.0003252029,0.00041114626,0.00036632427,0.00007712794,0.00048416504],"category_scores_gemma":[0.00026522705,0.00014243052,0.0000690042,0.0010214315,0.000053777847,0.00068025844,0.0006867812,0.00029557542,0.00016668493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019638725,0.00002819303,0.9901391,0.000034659828,0.000005303791,0.000003073893,0.00053264416,0.00020070001,0.0007963216,0.0026502316,0.0037290794,0.0018610469],"study_design_scores_gemma":[0.00030507662,0.00000621979,0.8619433,0.00004822683,0.00004400784,5.913565e-7,0.00015990618,0.009750841,0.000041957523,0.00076714996,0.12666282,0.0002699261],"about_ca_topic_score_codex":0.011154885,"about_ca_topic_score_gemma":0.00997992,"teacher_disagreement_score":0.12819582,"about_ca_system_score_codex":0.000024394047,"about_ca_system_score_gemma":0.000010222509,"threshold_uncertainty_score":0.99542993},"labels":[],"label_agreement":null},{"id":"W7097751610","doi":"","title":"World Bank The Australian Annuity Market","year":2007,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life annuity; Pension; Quarter (Canadian coin); Population; Life insurance; Lump sum; Market value; Government (linguistics); Annuity; Private pension","score_opus":0.017384859918112876,"score_gpt":0.24447360862287035,"score_spread":0.22708874870475748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097751610","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46053508,0.000027031236,0.00010526652,0.003153379,0.000491264,0.0002753977,0.0000013356831,0.00019874226,0.5352125],"genre_scores_gemma":[0.88330835,0.0000016206882,0.000214283,0.005215018,0.0013380949,0.0000035528903,0.000016432523,0.000016876063,0.109885775],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986077,0.000009262712,0.00033566376,0.00026567327,0.00036703248,0.00041466157],"domain_scores_gemma":[0.9992024,0.00006675973,0.0001518495,0.0003953651,0.00016961434,0.000014026077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014122466,0.00017656879,0.00016683633,0.0003031233,0.00030177634,0.00031079815,0.0003678712,0.000042805386,0.015065161],"category_scores_gemma":[0.000105004015,0.00011630812,0.00014477647,0.0013843675,0.000069143956,0.00076784805,0.00017142469,0.00014153386,0.0011464736],"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":[0.000035492674,0.00003968208,0.641099,0.00002187825,0.000009130535,0.00001351215,0.00001770274,0.0000024663482,0.00005699394,0.025567994,0.33044368,0.002692499],"study_design_scores_gemma":[0.00010005756,0.0000013798083,0.4801091,0.000009677,0.00004283247,2.6356284e-7,0.000050162893,0.00027874252,0.00004454583,0.0010175423,0.51822025,0.00012547233],"about_ca_topic_score_codex":0.0016010568,"about_ca_topic_score_gemma":0.009767491,"teacher_disagreement_score":0.4253267,"about_ca_system_score_codex":0.000032052754,"about_ca_system_score_gemma":0.0000086778155,"threshold_uncertainty_score":0.9996312},"labels":[],"label_agreement":null},{"id":"W7097790255","doi":"","title":"Retirement Income Security and Well-Being in","year":2005,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Entitlement (fair division); Revenue; Pension; Population; Position (finance); Government (linguistics); Social security; Tax revenue","score_opus":0.0056782135752809874,"score_gpt":0.21245073208409376,"score_spread":0.20677251850881279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097790255","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":[0.9024698,0.000054484302,0.0000075548555,0.00080909696,0.00006676648,0.00015480361,1.3273426e-7,0.00007409878,0.096363254],"genre_scores_gemma":[0.9961856,0.00002230475,0.0003602629,0.002186618,0.0005556266,0.000008334675,0.00001155169,0.000015317188,0.0006543837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987671,0.0000091324055,0.0003615793,0.00031956314,0.0002627795,0.00027989424],"domain_scores_gemma":[0.99958557,0.0000197577,0.00010568643,0.00020533419,0.00007103882,0.000012584223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044075624,0.00016638172,0.00021692105,0.00036902502,0.00011000493,0.0001855722,0.00013824478,0.00005489568,0.0014976196],"category_scores_gemma":[0.00005461876,0.00015384432,0.000052965595,0.00056459365,0.000034524724,0.0010950608,0.00023974194,0.00011305407,0.00046321313],"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":[0.000014284692,0.000051240924,0.960366,0.000057012192,0.0000030331119,0.00000718534,0.00012656671,0.000014315464,0.0000709627,0.037217226,0.000895023,0.0011771332],"study_design_scores_gemma":[0.0011952812,0.000011566582,0.7857368,0.00015660474,0.00007240429,9.474161e-7,0.00016183521,0.039617606,0.00023659553,0.01650026,0.15568897,0.0006211413],"about_ca_topic_score_codex":0.0011120884,"about_ca_topic_score_gemma":0.0030416043,"teacher_disagreement_score":0.17462923,"about_ca_system_score_codex":0.000052092106,"about_ca_system_score_gemma":0.0000063166444,"threshold_uncertainty_score":0.99941516},"labels":[],"label_agreement":null},{"id":"W7097869974","doi":"","title":"The adequacy of retirement savings: Subjective survey reports by retired Canadians. Canadian Public Policy","year":2008,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public policy; Government (linguistics)","score_opus":0.022171974626592778,"score_gpt":0.21946826111659065,"score_spread":0.19729628648999786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097869974","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":[0.9502659,0.00032198813,0.0000068270324,0.004338754,0.00037027415,0.00058617105,0.000044107128,0.00008866597,0.043977328],"genre_scores_gemma":[0.9912823,0.00007630982,0.000026394364,0.0022459447,0.00038112904,0.000028971737,0.00036655564,0.00004941264,0.0055429973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966738,0.00007709257,0.00095486623,0.0005770729,0.0007553372,0.0009618101],"domain_scores_gemma":[0.99700224,0.00013282626,0.0006946448,0.0008730121,0.0011618864,0.00013537309],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016514577,0.0003421268,0.00043949735,0.0008250152,0.0013360232,0.00028008202,0.0005296052,0.0001309599,0.00061296887],"category_scores_gemma":[0.0025485505,0.00027574404,0.00019184695,0.0026853834,0.0003009205,0.0009275669,0.0001410595,0.00018017268,0.000074427866],"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":[0.000017463992,0.000032900654,0.84299225,0.00001716103,0.000033230197,0.00005720784,0.00010102576,0.0000014851134,0.00010344052,0.006392965,0.14976507,0.00048582],"study_design_scores_gemma":[0.00022773082,0.000015903075,0.72704655,0.00002737465,0.00004379526,0.0000072486523,0.00014611895,0.00025540666,0.000096998374,0.00046694305,0.27124703,0.0004189032],"about_ca_topic_score_codex":0.9817543,"about_ca_topic_score_gemma":0.97777814,"teacher_disagreement_score":0.12148197,"about_ca_system_score_codex":0.0005801083,"about_ca_system_score_gemma":0.001412008,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W7097876908","doi":"","title":"Household Leverage and the Recession of 2007 to 2009.” NBER Working Paper 15896. Retrieved from http://www.nber.org/papers/w15896","year":2010,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Recession; Credit card; Consumption (sociology); Financial crisis; Durable good; Quarter (Canadian coin)","score_opus":0.015744783209674866,"score_gpt":0.21308365575991145,"score_spread":0.19733887255023658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097876908","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":[0.9575218,0.00020548965,0.000024140436,0.0017322932,0.00080807257,0.00043140733,0.00000659123,0.00011165953,0.039158568],"genre_scores_gemma":[0.9850492,0.000113156246,0.00077435933,0.0063168015,0.0017556639,0.0000152010525,0.000048829355,0.000057113466,0.0058696824],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976218,0.000036430043,0.00068284106,0.0006003487,0.00063029333,0.0004283215],"domain_scores_gemma":[0.9983442,0.00024285342,0.00041101634,0.0007436383,0.00021550858,0.000042816555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010811163,0.00036072652,0.0005772127,0.00016802007,0.00037226625,0.00032854176,0.00047172044,0.00020791283,0.0044630347],"category_scores_gemma":[0.00046906827,0.0002338763,0.00019792565,0.0010707446,0.00016514346,0.0009131865,0.00049405097,0.0004196138,0.00030895215],"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":[0.001150362,0.00018483422,0.86592305,0.00007262128,0.000093660376,0.000019051336,0.00041751983,0.000032169635,0.055346675,0.027544403,0.037474506,0.011741173],"study_design_scores_gemma":[0.0018472945,0.000010535416,0.41380018,0.00016327573,0.00026268978,6.054192e-7,0.00014670205,0.0012574953,0.0006825317,0.0008321635,0.5805174,0.0004790842],"about_ca_topic_score_codex":0.0038311083,"about_ca_topic_score_gemma":0.001425796,"teacher_disagreement_score":0.54304296,"about_ca_system_score_codex":0.000017743134,"about_ca_system_score_gemma":0.000020372967,"threshold_uncertainty_score":0.996447},"labels":[],"label_agreement":null},{"id":"W7097975119","doi":"","title":"The authors are with the Business and Labour Market","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"National wealth; Inequality; Net worth; Work (physics); Value (mathematics); Distribution (mathematics); Pension; Consumption (sociology)","score_opus":0.014050884107531938,"score_gpt":0.20516293562374124,"score_spread":0.1911120515162093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097975119","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":[0.9481731,0.0002504656,0.00007095703,0.015470671,0.00022107369,0.00025127083,0.0000011771668,0.00010078468,0.035460476],"genre_scores_gemma":[0.9718357,0.000015137885,0.00008444109,0.0024024656,0.0005609316,0.000014465927,0.000005057839,0.000020043528,0.025061784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990552,0.000018660987,0.0001477207,0.00020449731,0.00034660735,0.00022728361],"domain_scores_gemma":[0.99888206,0.00006032066,0.00017084013,0.0003038224,0.0005681161,0.000014871976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008355671,0.00015038712,0.00013840439,0.000069137895,0.0004784308,0.0007125945,0.0002553876,0.000033973523,0.00018946051],"category_scores_gemma":[0.000223903,0.00006465658,0.000027698925,0.00088786526,0.0001212812,0.00058621407,0.00019339145,0.00008689655,0.000093473136],"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":[0.000115769246,0.000020815258,0.7347398,0.00003441281,0.000017501055,0.000010108661,0.000059574173,0.000013705428,0.0000053819376,0.029538542,0.23417991,0.0012644754],"study_design_scores_gemma":[0.00021761536,0.0000030103026,0.53798306,0.000017439268,0.000053915097,0.0000010861437,0.0006045488,0.0010298098,0.0000014921484,0.00086185243,0.45911208,0.00011405649],"about_ca_topic_score_codex":0.0010454672,"about_ca_topic_score_gemma":0.0029319988,"teacher_disagreement_score":0.22493216,"about_ca_system_score_codex":0.000012357072,"about_ca_system_score_gemma":0.000020910535,"threshold_uncertainty_score":0.6871565},"labels":[],"label_agreement":null},{"id":"W7097994050","doi":"","title":"PENSION FUND GOVERNANCE TODAY: STRENGTHS, WEAKNESSES, AND OPPORTUNITIES FOR IMPROVEMENT","year":2006,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension fund; Pension; Dimension (graph theory); Corporate governance; Government (linguistics); Investment management","score_opus":0.02851103572122582,"score_gpt":0.2333635503319075,"score_spread":0.20485251461068169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097994050","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":[0.9756604,0.00048702964,0.00031777238,0.0018983175,0.00032580298,0.00055854575,0.000021376938,0.00015980561,0.020570982],"genre_scores_gemma":[0.983805,0.000109304645,0.00053725654,0.0017243536,0.0009279315,0.00004533211,0.00019661456,0.00003189881,0.012622313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986171,0.0000042355055,0.00038568312,0.00037636145,0.00029497073,0.0003216485],"domain_scores_gemma":[0.9991683,0.00005797047,0.00027121633,0.00023795391,0.00025111713,0.000013455614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025663845,0.00023546435,0.00026418865,0.00011587825,0.00027623167,0.00033379853,0.00013271226,0.000060471568,0.00047441418],"category_scores_gemma":[0.0000537204,0.00020683526,0.0000952726,0.00017852023,0.00005279288,0.0010754513,0.00016864241,0.00005396625,0.000029126033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012720095,0.0002350326,0.09080772,0.0005315735,0.000023981875,0.000020438016,0.000014031025,0.000025025874,0.0030525203,0.7221845,0.14030758,0.04267044],"study_design_scores_gemma":[0.0010407278,0.000038257345,0.068690136,0.00008160424,0.00017460542,9.173382e-7,0.00018649049,0.006968249,0.00058909896,0.00634915,0.9153401,0.00054065674],"about_ca_topic_score_codex":0.0030006627,"about_ca_topic_score_gemma":0.0016503116,"teacher_disagreement_score":0.7750325,"about_ca_system_score_codex":0.000033017703,"about_ca_system_score_gemma":0.000021068709,"threshold_uncertainty_score":0.8434497},"labels":[],"label_agreement":null},{"id":"W7098041060","doi":"","title":"Federal Dposit Insurance Corporation • Center for Financial ResearchThe Impact of Wealth on Inattention: Evidence from Credit Card Repayments","year":2008,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit card; Corporation; Financial institution; Census; Confidentiality; ATM card; Credit history; Center (category theory)","score_opus":0.06675314349247136,"score_gpt":0.3145919680290306,"score_spread":0.24783882453655925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098041060","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":[0.9973042,0.000054013955,0.00031493662,0.0002648018,0.0003442951,0.00064059533,0.000082557155,0.000054334236,0.0009402529],"genre_scores_gemma":[0.9966192,0.000047939444,0.00048313502,0.00046733173,0.0010711099,0.000041390773,0.00045995286,0.000023527107,0.0007863744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787086,0.000034167533,0.00057481794,0.00046371616,0.0007072304,0.00034918543],"domain_scores_gemma":[0.99821144,0.000106608386,0.00050140923,0.00038253702,0.00076824526,0.000029777986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046246857,0.00022656731,0.000374185,0.00029643855,0.00044651036,0.0001375487,0.00028206938,0.00008913132,0.000411907],"category_scores_gemma":[0.00074215664,0.00018717677,0.0003542199,0.00058660045,0.000079385325,0.001689348,0.000114627204,0.00013166893,0.00010561596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081826723,0.0001766237,0.95869595,0.00006520675,0.000022666525,0.000008517344,0.000048306396,0.0000850339,0.0010896587,0.0007015154,0.03786095,0.0004273094],"study_design_scores_gemma":[0.00093859807,0.00016571075,0.99295914,0.00028083625,0.00002871715,6.7055873e-7,0.000008407665,0.003008635,0.00031967423,0.00082930474,0.0012597508,0.00020056705],"about_ca_topic_score_codex":0.009001374,"about_ca_topic_score_gemma":0.0006655774,"teacher_disagreement_score":0.0366012,"about_ca_system_score_codex":0.00015176895,"about_ca_system_score_gemma":0.00012766388,"threshold_uncertainty_score":0.99759775},"labels":[],"label_agreement":null},{"id":"W7098087768","doi":"","title":"Public Pensions – Canadian Analyses Based on the LifePaths Generational Accounting Framework”, paper prepared for the Nordic Microsimulation Workshop","year":2000,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Pension; Context (archaeology); Volatility (finance); Intergenerational equity; Microsimulation; Public sector; Public policy","score_opus":0.09324568139061325,"score_gpt":0.29245521292654725,"score_spread":0.19920953153593401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098087768","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":[0.90595937,0.0002581433,0.005335165,0.06336098,0.000728976,0.002787886,0.00004844274,0.00031088133,0.021210134],"genre_scores_gemma":[0.95955026,0.000007690955,0.0008897294,0.036146738,0.0015294956,0.00013890727,0.00034176864,0.000039459454,0.0013559406],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980385,0.00003612568,0.00045709097,0.00045581735,0.0004984388,0.0005140641],"domain_scores_gemma":[0.99746037,0.0010968338,0.0001923605,0.00065312407,0.0005617781,0.000035556088],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008073296,0.00028011572,0.00022291695,0.00036082478,0.0021720422,0.0014526389,0.00047058097,0.00013695449,0.014969074],"category_scores_gemma":[0.0012980619,0.000167904,0.00029676102,0.0013350337,0.0000725719,0.0010308732,0.00004627091,0.00020222113,0.0003352235],"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":[0.0002877134,0.0003615034,0.4415604,0.000072524155,0.00023719342,0.000008252636,0.00026322034,0.23121426,0.0010952291,0.10037533,0.20637985,0.018144561],"study_design_scores_gemma":[0.0002449213,0.0000052145406,0.061291203,0.0000470989,0.00022015598,2.1049124e-7,0.000076410106,0.7464636,0.000016194312,0.0012088644,0.19013555,0.0002905576],"about_ca_topic_score_codex":0.020235382,"about_ca_topic_score_gemma":0.12596904,"teacher_disagreement_score":0.5152494,"about_ca_system_score_codex":0.000094634,"about_ca_system_score_gemma":0.00018530367,"threshold_uncertainty_score":0.99958396},"labels":[],"label_agreement":null},{"id":"W7098096070","doi":"","title":"The Changing Role of Women and Social Security Reform","year":2016,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Social security; Quarter (Canadian coin); Work (physics); Social policy; Economic security; Paid work; Social Security Act","score_opus":0.005247998479866439,"score_gpt":0.19466187399925322,"score_spread":0.1894138755193868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098096070","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":[0.9859342,0.000044413526,0.0000053798185,0.00073206454,0.000045431185,0.000066297405,7.909935e-7,0.000032055414,0.013139373],"genre_scores_gemma":[0.9983262,0.000012643375,0.000009598222,0.00027257827,0.00038972843,0.000008006323,0.0000017627113,0.000007927667,0.0009715518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924064,0.000004720814,0.00017136242,0.00012484178,0.0001688526,0.0002895608],"domain_scores_gemma":[0.9996214,0.000024230147,0.00013325401,0.00011123733,0.0001044694,0.0000054275156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005414712,0.00008127497,0.00013015696,0.00011414229,0.00031137327,0.00007384872,0.00011933698,0.000029769568,0.0002347372],"category_scores_gemma":[0.000039597868,0.000040512045,0.0000468899,0.00024934174,0.00006846009,0.00048099415,0.00019852983,0.000026845493,0.000043614036],"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":[0.00009393242,0.000047533016,0.32932916,0.00009061987,0.00003342559,0.0000011943104,0.0028328195,4.9756874e-8,0.003710369,0.62085265,0.0009575984,0.042050682],"study_design_scores_gemma":[0.0014890555,0.000028498553,0.23660122,0.00008585507,0.00010545042,6.992805e-7,0.011246992,0.0016380749,0.0015836961,0.16251951,0.5840441,0.0006568469],"about_ca_topic_score_codex":0.00031110455,"about_ca_topic_score_gemma":0.0001802039,"teacher_disagreement_score":0.5830865,"about_ca_system_score_codex":0.00006601481,"about_ca_system_score_gemma":0.0000059043923,"threshold_uncertainty_score":0.2570208},"labels":[],"label_agreement":null},{"id":"W7098234949","doi":"","title":"The recently ratified North American Free","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Free trade agreement; Production (economics); Free trade; Beef industry","score_opus":0.024361552274492753,"score_gpt":0.2231077814842744,"score_spread":0.19874622920978166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098234949","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":[0.93504,0.000067851615,0.00006708663,0.0028056072,0.0004552684,0.00021580183,0.0000012500166,0.00018782933,0.06115928],"genre_scores_gemma":[0.98869216,0.000021147529,0.00036520188,0.0035545744,0.0010769399,0.00001618344,0.000047014855,0.000024343619,0.006202437],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987499,0.000014114995,0.00028107775,0.00023734053,0.0004238908,0.00029364313],"domain_scores_gemma":[0.9987456,0.00004453485,0.00022429155,0.0005858974,0.0003785295,0.000021099126],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004018667,0.00015116237,0.00017926804,0.000105992636,0.00029656885,0.00044261408,0.0005185719,0.000016733344,0.00014629507],"category_scores_gemma":[0.000548983,0.00009594809,0.00008284698,0.0011592554,0.00011269845,0.0005981971,0.00028094093,0.00008649113,0.0011141765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042312215,0.00002818545,0.75426453,0.0000049118307,0.0000094004245,0.0000036621327,0.000025617384,0.000014852081,0.00000860699,0.011797009,0.22582151,0.007979398],"study_design_scores_gemma":[0.00034383667,0.000010928719,0.27397308,0.00000437524,0.000056480498,2.0566043e-7,0.00019877614,0.0027377899,0.000015649668,0.0016018621,0.72084546,0.00021158441],"about_ca_topic_score_codex":0.0033797037,"about_ca_topic_score_gemma":0.019791493,"teacher_disagreement_score":0.4950239,"about_ca_system_score_codex":0.000030996056,"about_ca_system_score_gemma":0.00002711063,"threshold_uncertainty_score":0.9996636},"labels":[],"label_agreement":null},{"id":"W7099391076","doi":"","title":"Financial Education and the Saving Behavior of African American and Hispanic Households,” Report for the","year":2005,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Quarter (Canadian coin); Investment (military); Government (linguistics); Population; African american","score_opus":0.011192876444258018,"score_gpt":0.23851557916432253,"score_spread":0.22732270272006452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099391076","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":[0.99601465,0.00027887698,0.00016775154,0.0020792906,0.00010936716,0.0004970706,0.0000012961164,0.000026265248,0.0008254345],"genre_scores_gemma":[0.9965089,0.000036393998,0.0007017978,0.0010784015,0.00071179576,0.000105213876,0.0000126371815,0.00001406946,0.0008308012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915695,0.000008452196,0.00031974335,0.00020682668,0.00016284244,0.00014515941],"domain_scores_gemma":[0.99905246,0.0001233986,0.00039956177,0.0002519686,0.0001664137,0.0000061946253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608892,0.00011451841,0.00020933,0.00007904617,0.00026824354,0.00012051639,0.0001314866,0.000021951948,0.000035699595],"category_scores_gemma":[0.0003387827,0.00006590911,0.00007771065,0.0003388629,0.00024887203,0.00034945327,0.00010257148,0.000054219818,0.0000021303397],"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":[0.00015435365,0.00025617037,0.76537037,0.000077728226,0.000021254755,0.0000016982501,0.00048200323,0.00001061675,0.0006084075,0.06430316,0.0070757368,0.16163851],"study_design_scores_gemma":[0.000495125,0.000013904449,0.8855711,0.000019584284,0.00050338084,0.0000059559566,0.0005194624,0.0017500594,0.000032966407,0.0005562508,0.110375874,0.00015630972],"about_ca_topic_score_codex":0.0031616155,"about_ca_topic_score_gemma":0.0016773964,"teacher_disagreement_score":0.1614822,"about_ca_system_score_codex":0.000015788475,"about_ca_system_score_gemma":0.000038712376,"threshold_uncertainty_score":0.47794378},"labels":[],"label_agreement":null},{"id":"W7099750537","doi":"","title":"notice, is given to the source. Simulating the Response to Reform of Canada’s Income Security Programs","year":2003,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Social security; Government (linguistics); Revenue; Consumption (sociology); Government revenue; Tax revenue; Behavioral modeling","score_opus":0.010016006222248588,"score_gpt":0.2177557188445465,"score_spread":0.2077397126222979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099750537","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":[0.9774152,0.000013737172,0.00006278378,0.009020315,0.00013828957,0.0006571646,0.000002294612,0.00003955575,0.012650648],"genre_scores_gemma":[0.9882909,2.6060601e-7,0.00022321001,0.008218343,0.00018557606,0.000019926467,0.0000042004463,0.000022195902,0.0030353977],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816555,0.0000597842,0.00045612728,0.00028265102,0.000635556,0.0004003166],"domain_scores_gemma":[0.9986134,0.00013585632,0.00021614548,0.00061230874,0.00039350064,0.000028785431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018037654,0.00019412096,0.00024244266,0.00014604579,0.0004798285,0.00019241369,0.00048426614,0.00004207599,0.00040315525],"category_scores_gemma":[0.0007905034,0.00010839903,0.00010551834,0.0013897379,0.00003295779,0.0002647867,0.0002828735,0.00013034846,0.00008304783],"study_design_candidate":"observational","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":[0.001153852,0.0002446973,0.9088259,0.00026413501,0.00011705085,0.000018628692,0.0053207087,0.005442351,0.0003987228,0.024066519,0.048664816,0.005482654],"study_design_scores_gemma":[0.00028260992,0.000034472127,0.09038584,0.00008401714,0.00009680628,4.1087216e-7,0.0027218992,0.008350763,0.00022517743,0.00044179018,0.8970449,0.0003313331],"about_ca_topic_score_codex":0.367973,"about_ca_topic_score_gemma":0.6087379,"teacher_disagreement_score":0.8483801,"about_ca_system_score_codex":0.00015308292,"about_ca_system_score_gemma":0.00013865465,"threshold_uncertainty_score":0.6362357},"labels":[],"label_agreement":null},{"id":"W7100224619","doi":"","title":"90Copyright © Canadian Academy of Oriental and Occidental Culture Solvency of Pension Reform: Issues and Challenges of the Accumulation Phase of Retirements in Nigeria","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solvency; Pension; Government (linguistics); Phase (matter)","score_opus":0.05355084576831294,"score_gpt":0.3144414500972794,"score_spread":0.2608906043289665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100224619","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":[0.9965657,0.0015741779,3.3776988e-7,0.00021655053,0.00007045749,0.00023273712,0.0000068870086,0.0000037963466,0.0013293822],"genre_scores_gemma":[0.99931645,0.00038470348,0.000078620564,0.00005139949,0.00007763249,0.000001894608,0.000018291994,0.000008141723,0.00006285881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988812,0.000018991801,0.0004941317,0.0001512785,0.00027998016,0.00017440492],"domain_scores_gemma":[0.99929744,0.000009441634,0.00044373758,0.00012257614,0.00010708238,0.00001975198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714182,0.00012844543,0.00029918115,0.0002658784,0.00005623874,0.000009425054,0.00011982717,0.000095654344,0.00013976562],"category_scores_gemma":[0.000053270403,0.000087406275,0.000055778914,0.00033140104,0.00010141813,0.00091071357,0.00013150374,0.00006619113,9.991377e-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":[0.000060710296,0.00012265648,0.97823465,0.000321843,0.000011898234,2.1059641e-7,0.0011702792,7.480376e-7,0.012542198,0.0068861567,0.00014785498,0.00050080515],"study_design_scores_gemma":[0.00093955215,0.000027820715,0.9800096,0.0002869904,0.00007736039,4.534864e-7,0.0015869325,0.00039955846,0.014733877,0.00044173092,0.0013629021,0.00013321087],"about_ca_topic_score_codex":0.033586994,"about_ca_topic_score_gemma":0.031459793,"teacher_disagreement_score":0.006444426,"about_ca_system_score_codex":0.000037383477,"about_ca_system_score_gemma":0.00001309047,"threshold_uncertainty_score":0.98621356},"labels":[],"label_agreement":null},{"id":"W7100232606","doi":"","title":"Preliminary Third Draft","year":2008,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adverse selection; Liability; Statutory law; Pension; Value (mathematics); Interest rate; Present value","score_opus":0.018497199571735377,"score_gpt":0.21019021912032723,"score_spread":0.19169301954859186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100232606","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":[0.8325459,0.00007583377,0.00007690984,0.00038224985,0.00021496014,0.00013874614,4.0504042e-7,0.0002648075,0.16630022],"genre_scores_gemma":[0.978699,0.000014638954,0.0005722501,0.0034707345,0.00094709994,0.000009957127,0.00003539873,0.000021670568,0.016229227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884844,0.0000050147787,0.0002691939,0.00028483963,0.0003244493,0.00026808356],"domain_scores_gemma":[0.9993787,0.000021798744,0.00011703585,0.00030488145,0.00016698286,0.000010630973],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001474727,0.00016555098,0.00019603368,0.00024254639,0.00031394648,0.000085101805,0.00023012875,0.00005763684,0.0025929965],"category_scores_gemma":[0.00008564021,0.00014142011,0.00013652816,0.00059863285,0.00006097613,0.0011253111,0.00019119142,0.00008710918,0.0041716057],"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":[0.000052217554,0.00010779426,0.8218307,0.00004116576,0.000008951536,0.00008119262,0.00006464276,0.000021776164,0.00021257567,0.017728444,0.15937163,0.00047890065],"study_design_scores_gemma":[0.00041430056,0.000020570955,0.651826,0.00002757239,0.00008545807,0.0000075451203,0.000045620523,0.0058015394,0.00014969245,0.0014677668,0.33974597,0.0004079545],"about_ca_topic_score_codex":0.00067638385,"about_ca_topic_score_gemma":0.000063429914,"teacher_disagreement_score":0.18037435,"about_ca_system_score_codex":0.00001633217,"about_ca_system_score_gemma":0.000015508826,"threshold_uncertainty_score":0.9983188},"labels":[],"label_agreement":null},{"id":"W7100256753","doi":"","title":"Preliminary Are All Americans Saving ‘Optimally ’ for Retirement?","year":2009,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Government (linguistics); Agency (philosophy); Social security; Quarter (Canadian coin); Public opinion; Public policy","score_opus":0.03100229203499845,"score_gpt":0.2635475210653281,"score_spread":0.23254522903032965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100256753","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":[0.92547446,0.0002424934,0.0041417913,0.009246077,0.0005017335,0.0016796013,0.000010231601,0.00086733134,0.05783626],"genre_scores_gemma":[0.9682829,0.000011856251,0.009280833,0.018217862,0.000997066,0.00003837314,0.00013458102,0.000037655587,0.0029988762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816495,0.0000075949333,0.00045743128,0.00050315296,0.00036233672,0.000504533],"domain_scores_gemma":[0.998834,0.000043948636,0.0003908731,0.00038953268,0.00031980211,0.00002180496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030729955,0.0002856239,0.00035763122,0.0002966337,0.0002472514,0.00028609065,0.00035392484,0.00006967939,0.0006315459],"category_scores_gemma":[0.00019625835,0.00026448967,0.00025022606,0.00056813314,0.000040644525,0.0010425255,0.00010813336,0.000093996794,0.0002386895],"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":[0.0010457264,0.0009923517,0.50292146,0.00043833812,0.00010781157,0.00007027546,0.00022520928,0.0006226213,0.0061554066,0.05318736,0.3992627,0.03497075],"study_design_scores_gemma":[0.0012950439,0.00028101003,0.62014633,0.00021358473,0.00059256685,0.0000013916004,0.00035766754,0.032150395,0.00021648075,0.005361001,0.33824798,0.0011365504],"about_ca_topic_score_codex":0.00022587652,"about_ca_topic_score_gemma":0.00009527987,"teacher_disagreement_score":0.11722486,"about_ca_system_score_codex":0.000053666434,"about_ca_system_score_gemma":0.000015492413,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W7100304246","doi":"","title":"A Collective Model of Household Behavior with Public and Private Goods: Theory and Evidence from US data”, Working Paper","year":2002,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Private sector; Public sector; Key (lock); Public policy; Public good; Economic model","score_opus":0.09545119213585394,"score_gpt":0.23842145143280688,"score_spread":0.14297025929695295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100304246","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":[0.9968731,0.0008426112,0.0005287196,0.00011194719,0.000021186204,0.00028582886,0.000010310655,0.000060220398,0.0012660808],"genre_scores_gemma":[0.99630827,0.00011512863,0.002261314,0.000565874,0.00009449031,0.000019165975,0.000020244037,0.000026522415,0.000589013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868006,0.000024623227,0.00027261255,0.0005130585,0.00029289487,0.0002167467],"domain_scores_gemma":[0.99898016,0.0001463477,0.00023701446,0.0005212592,0.00009685454,0.00001835825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045577914,0.0001936522,0.00028678935,0.00020155615,0.00017788612,0.00035057918,0.0002817965,0.000055387052,0.00027577765],"category_scores_gemma":[0.00019756128,0.00014795877,0.000027243455,0.00058564096,0.00013022296,0.0028337226,0.0005183196,0.00009594741,0.0000051226607],"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":[0.00007781671,0.000084241736,0.9922773,0.000036943617,0.00002869611,0.00000554836,0.00017123029,0.000030835094,0.00086190266,0.004586105,0.00030765522,0.0015316766],"study_design_scores_gemma":[0.0013853834,0.000042823212,0.79719675,0.0007603322,0.0012185343,0.0000019791703,0.0002243044,0.19232225,0.000122057965,0.004470301,0.0014799989,0.0007753022],"about_ca_topic_score_codex":0.0007216012,"about_ca_topic_score_gemma":0.000737008,"teacher_disagreement_score":0.19508062,"about_ca_system_score_codex":0.00002340286,"about_ca_system_score_gemma":0.00001993866,"threshold_uncertainty_score":0.6033583},"labels":[],"label_agreement":null},{"id":"W7100451421","doi":"","title":"The Impact of Gender and Immigration on Pension Outcomes","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Pension; Poverty; Private pension; Pension system; Face (sociological concept)","score_opus":0.03899491449598249,"score_gpt":0.2836665209154997,"score_spread":0.2446716064195172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100451421","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":[0.98991233,0.000046182715,0.000018707793,0.00018781442,0.00007665957,0.00010483176,3.9172474e-7,0.000023925628,0.009629171],"genre_scores_gemma":[0.99901605,0.00000767421,0.000039398812,0.000235867,0.00010723885,0.0000020410832,0.000011903912,0.000007765433,0.0005720886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993193,0.000008383481,0.0001919672,0.00012605921,0.00023822601,0.00011605997],"domain_scores_gemma":[0.99940324,0.000043543063,0.0001401164,0.00018131775,0.00022230038,0.00000947713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035384606,0.00010289846,0.00013828193,0.0001096434,0.00011048938,0.00011621479,0.00007730023,0.000027589233,0.00006899042],"category_scores_gemma":[0.00016479164,0.000052452036,0.000089936635,0.00021187232,0.00003077049,0.00041372518,0.0000665698,0.000038049213,0.00008292282],"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":[0.00004591629,0.000027715361,0.9750788,0.000005991682,0.000011390676,6.1682533e-7,0.00004557211,0.000049757364,0.00015806746,0.012156437,0.011722333,0.00069737865],"study_design_scores_gemma":[0.00028273754,0.000021542093,0.9870295,0.000006515525,0.000035176556,1.7534906e-7,0.00016673248,0.007929407,0.000041580777,0.0026342536,0.0017643393,0.00008803418],"about_ca_topic_score_codex":0.0023965247,"about_ca_topic_score_gemma":0.0002281452,"teacher_disagreement_score":0.011950682,"about_ca_system_score_codex":0.000018918514,"about_ca_system_score_gemma":0.000012512007,"threshold_uncertainty_score":0.36228445},"labels":[],"label_agreement":null},{"id":"W7100524073","doi":"","title":"Post-Secondary Attendance by Parental Income in the U.S. and Canada: What Role for Financial Aid Policy? forthcoming in Canadian Journal of Economics","year":2014,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attendance; Residence; Family income; Poverty; Parental leave; Public policy","score_opus":0.004381620824249621,"score_gpt":0.18515065178090448,"score_spread":0.18076903095665486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100524073","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":[0.9971113,0.00028137077,0.0000054995444,0.0018174297,0.00018809196,0.00018098386,0.000020031594,0.0000020690984,0.0003931875],"genre_scores_gemma":[0.99406934,0.000023428549,0.00006213946,0.0052989023,0.00044172705,0.0000079369665,0.000042822674,0.00001266744,0.000041040963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988684,0.000014844259,0.00047885685,0.00016852788,0.000090494876,0.00037888458],"domain_scores_gemma":[0.9994076,0.000075856886,0.00025305708,0.0001259012,0.00010612887,0.00003146064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007208891,0.00014545022,0.00027934118,0.00041681188,0.00015633959,0.00031988503,0.00028245526,0.000052751984,0.000037558366],"category_scores_gemma":[0.00026525007,0.00012072628,0.000059950584,0.00022492955,0.000041390897,0.0014559815,0.000044917593,0.00013907591,0.000001189115],"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":[0.000025666164,0.000010780203,0.98695743,0.000037107184,0.000002874104,0.000003325013,0.00011487963,0.0000342623,0.000018492316,0.0066169854,0.001288439,0.00488974],"study_design_scores_gemma":[0.0010731337,0.000023511888,0.8815028,0.0000855931,0.000022661294,0.0000043703058,0.0008461976,0.004574641,0.00002618532,0.0026155678,0.10897603,0.0002492757],"about_ca_topic_score_codex":0.9854669,"about_ca_topic_score_gemma":0.9996592,"teacher_disagreement_score":0.10768759,"about_ca_system_score_codex":0.00020323116,"about_ca_system_score_gemma":0.00089414086,"threshold_uncertainty_score":0.4923075},"labels":[],"label_agreement":null},{"id":"W7100770993","doi":"","title":"of LaborIntergenerational Influences on the Receipt of Unemployment Insurance in Canada and Sweden","year":2000,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Unemployment; Welfare; Flexibility (engineering); Work (physics); Welfare state; Entitlement (fair division); State (computer science); Internationalization","score_opus":0.012495721881779071,"score_gpt":0.2118458351011061,"score_spread":0.19935011321932702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100770993","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":[0.9957517,0.000031089818,2.129897e-7,0.0005692199,0.000039675942,0.000078073834,0.0000036551955,0.000003225622,0.003523176],"genre_scores_gemma":[0.99870944,0.000023086812,0.000024672698,0.0007997994,0.000047386548,0.000005414256,0.000005364972,0.0000034790537,0.00038137048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992769,0.00000915105,0.00028109737,0.00011151072,0.00023826485,0.00008307303],"domain_scores_gemma":[0.99965787,0.000040031995,0.000100528785,0.00010848071,0.00008955153,0.0000035329726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001498637,0.000070971946,0.00012760515,0.00006927643,0.00003242976,0.000017667526,0.000107112224,0.000012298629,0.0016208456],"category_scores_gemma":[0.000035999397,0.000047105128,0.000018673709,0.0003726074,0.000028476648,0.00017885686,0.000024492361,0.000034723773,0.0000050580647],"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":[0.000022771557,0.000017749415,0.9871665,0.00001631972,0.000003891076,6.148931e-7,0.000017586903,0.000605947,0.00024015867,0.010069758,0.0007669205,0.0010717771],"study_design_scores_gemma":[0.00012160601,0.0000053391605,0.99221385,0.000042123855,0.0000062482864,4.5095835e-8,0.000033984314,0.0010855965,0.000756089,0.00028164836,0.005392482,0.000060962433],"about_ca_topic_score_codex":0.7928265,"about_ca_topic_score_gemma":0.91095287,"teacher_disagreement_score":0.1181264,"about_ca_system_score_codex":0.000026252976,"about_ca_system_score_gemma":0.000062706335,"threshold_uncertainty_score":0.99929184},"labels":[],"label_agreement":null},{"id":"W7100779354","doi":"","title":"Demographic Change and Asset Prices 235 Demographic Change and Asset Prices","year":2014,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographic change; Stock (firearms); Equity (law); Asset (computer security); Population ageing; Stock market; Population; Retirement age; Baby boomers","score_opus":0.03790928387650176,"score_gpt":0.23075606314940839,"score_spread":0.1928467792729066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100779354","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":[0.9926566,0.001576382,0.00007829794,0.0012220511,0.0002425467,0.0006746017,0.0000067400942,0.00026402582,0.0032787465],"genre_scores_gemma":[0.99226,0.00066784635,0.0007261405,0.0043280353,0.0015815697,0.00012755768,0.000114007,0.000051591152,0.00014325522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975819,0.000033654665,0.0004693502,0.0007863556,0.0005225714,0.00060618744],"domain_scores_gemma":[0.9987058,0.00011832965,0.00044940674,0.00042492914,0.00024162342,0.000059896753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010367016,0.00046249107,0.0005498338,0.0013029139,0.00048776588,0.00080085854,0.00032253866,0.00018721692,0.0002761582],"category_scores_gemma":[0.0001361005,0.00038980463,0.0001534874,0.0019329921,0.00017107767,0.0030411463,0.00041789343,0.00019378666,0.000073013325],"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":[0.000017427537,0.00006658635,0.9806113,0.00031329886,0.000034543456,0.0000047766803,0.0001054702,1.0820774e-7,0.000091711234,0.011674634,0.0013441433,0.00573599],"study_design_scores_gemma":[0.0005142361,0.00004049542,0.9153509,0.000111044,0.00031171093,0.0000024618612,0.00008985192,0.0046134614,0.000009777771,0.0017994007,0.07660289,0.00055373844],"about_ca_topic_score_codex":0.0021409253,"about_ca_topic_score_gemma":0.0026919306,"teacher_disagreement_score":0.07525875,"about_ca_system_score_codex":0.000009945396,"about_ca_system_score_gemma":0.0000059120835,"threshold_uncertainty_score":0.9998554},"labels":[],"label_agreement":null},{"id":"W7100797865","doi":"","title":"Indebtedness and the Household Financial Health: An Examination of the Canadian Debt Service Ratio Distribution.” Bank of Canada Working Paper No","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debt; Service (business); Bad debt; Empirical research; Empirical examination; Work (physics)","score_opus":0.024603217604480768,"score_gpt":0.20042235879792203,"score_spread":0.17581914119344128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100797865","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":[0.99220186,0.000089077665,0.00002965328,0.0037223208,0.00038230835,0.00038554473,0.000021885435,0.000014456829,0.0031528925],"genre_scores_gemma":[0.99467987,0.0000021363076,0.000016443055,0.004777848,0.00023437505,0.000008852895,0.000109725464,0.000010624575,0.00016010863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986536,0.00006597029,0.0003984611,0.00017834654,0.00046470398,0.00023892672],"domain_scores_gemma":[0.9985697,0.000044201213,0.0003644408,0.00029621943,0.0006867268,0.000038673857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010145508,0.00013202346,0.00024212968,0.0000747408,0.00044857417,0.00010013406,0.0002772484,0.000057774174,0.00004613199],"category_scores_gemma":[0.0004019788,0.00008323846,0.000036318903,0.00090552773,0.000082307735,0.0005225787,0.00009566064,0.000102153834,0.000001382404],"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":[0.00016892837,0.00010975779,0.72770536,0.0003210183,0.000030858126,0.0000030164683,0.0017188659,0.0008563212,0.000056836103,0.23332426,0.029035045,0.0066697067],"study_design_scores_gemma":[0.00090825756,0.000008549162,0.95755714,0.00008857296,0.00006212509,5.0608827e-7,0.00040864112,0.0120105,0.000038450984,0.0005303118,0.02820835,0.00017860776],"about_ca_topic_score_codex":0.9830545,"about_ca_topic_score_gemma":0.9989661,"teacher_disagreement_score":0.23279396,"about_ca_system_score_codex":0.00019972102,"about_ca_system_score_gemma":0.0012118218,"threshold_uncertainty_score":0.34501153},"labels":[],"label_agreement":null},{"id":"W7100835051","doi":"","title":"independent Canadian laboratories (the National Microbiology","year":2016,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); MEDLINE; Clinical microbiology","score_opus":0.012456618160201039,"score_gpt":0.20711591056982243,"score_spread":0.19465929240962138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100835051","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":[0.91818285,0.000056167763,0.000045128916,0.016183866,0.00078922795,0.0002583488,0.000033113425,0.00011582688,0.064335465],"genre_scores_gemma":[0.9861272,0.0000023092991,0.00003842498,0.008981985,0.000845428,0.000010150807,0.000029313107,0.000010076665,0.0039551323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992044,0.000009007987,0.0001798967,0.00019567742,0.00015794097,0.00025309375],"domain_scores_gemma":[0.99919695,0.000037633097,0.00008307981,0.00012466493,0.00054427463,0.000013416388],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031773414,0.000108891756,0.000102831924,0.00022267527,0.00024959768,0.00012448212,0.00024122812,0.000056700184,0.0040258286],"category_scores_gemma":[0.00021965815,0.000056880046,0.00004955176,0.00048735525,0.00007086452,0.0005114702,0.00007659986,0.000045732733,0.0025442247],"study_design_candidate":"not_applicable","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":[0.0000078432995,0.000013290292,0.6760223,0.0000058298265,0.000013756985,0.0000036887247,0.000014645809,0.0000013678806,0.0050866995,0.21857163,0.099770136,0.0004887811],"study_design_scores_gemma":[0.00019121087,0.0000022170389,0.111594394,0.000009568342,0.000019566904,9.727102e-7,0.000022638103,0.000027841657,0.00020308819,0.003255575,0.8845252,0.00014773222],"about_ca_topic_score_codex":0.04510999,"about_ca_topic_score_gemma":0.33257416,"teacher_disagreement_score":0.78475505,"about_ca_system_score_codex":0.00009731866,"about_ca_system_score_gemma":0.00011648954,"threshold_uncertainty_score":0.9982324},"labels":[],"label_agreement":null},{"id":"W7101075131","doi":"","title":"IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE","year":2004,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Earnings; Volatility (finance); Sample (material); International Financial Reporting Standards","score_opus":0.025333137167227498,"score_gpt":0.2539866814152274,"score_spread":0.2286535442479999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101075131","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":[0.9878735,0.00006734119,0.000571634,0.0054971087,0.0007211325,0.0009795458,0.000002014692,0.00002354241,0.0042641643],"genre_scores_gemma":[0.9962541,0.0000037175514,0.00014730358,0.0025413875,0.00034990697,0.000049282997,0.0000040101663,0.000009567605,0.0006407214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999034,0.000004958156,0.00032893344,0.00015814509,0.0002801947,0.00019378941],"domain_scores_gemma":[0.99938744,0.00003151326,0.00017647675,0.00030060063,0.00010064377,0.0000033514507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040783625,0.00010011989,0.00013265178,0.00007728615,0.000140771,0.0000569034,0.00032594692,0.000027123853,0.00033282442],"category_scores_gemma":[0.00011196537,0.000052634707,0.0001397652,0.00049280113,0.00004979939,0.00041558087,0.0001596101,0.000045537465,0.00004286764],"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":[0.00016789862,0.0004090461,0.5741465,0.00015252375,0.000043577144,0.0000021242329,0.00021788779,0.002542097,0.0029449544,0.40467054,0.013262958,0.0014398894],"study_design_scores_gemma":[0.0055385297,0.000044464043,0.57078564,0.00025233725,0.00047743105,4.6572214e-7,0.0004624183,0.010620831,0.011987913,0.050217986,0.349024,0.0005879915],"about_ca_topic_score_codex":0.0015323719,"about_ca_topic_score_gemma":0.0010709135,"teacher_disagreement_score":0.35445255,"about_ca_system_score_codex":0.000037050853,"about_ca_system_score_gemma":0.0000200223,"threshold_uncertainty_score":0.3644194},"labels":[],"label_agreement":null},{"id":"W7101142482","doi":"","title":"Lost Pensions, Lost Pensioners: Is a National Registry of Pension Plans the answer?” Benefits Quarterly Third Quarter 2002b","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Quarter (Canadian coin); Government (linguistics); National Pension; Position (finance); Order (exchange); Face (sociological concept)","score_opus":0.03246647318804276,"score_gpt":0.24334144509035802,"score_spread":0.21087497190231524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101142482","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":[0.9368267,0.00028592662,0.000054812474,0.0063081807,0.0006904028,0.0005707279,0.0000585893,0.00010924263,0.05509542],"genre_scores_gemma":[0.9873636,0.000016079408,0.0003678033,0.006372605,0.0010089815,0.000009041003,0.00022283412,0.000041663556,0.004597428],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99630857,0.00004617117,0.0008807956,0.0006336358,0.0016626415,0.00046817563],"domain_scores_gemma":[0.9962146,0.00013927688,0.00066869066,0.00082875096,0.0020910173,0.000057643436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010619815,0.0004158664,0.0005121296,0.0004454911,0.00030651237,0.0003053329,0.0006204924,0.00018739232,0.0015647474],"category_scores_gemma":[0.00033801564,0.00029128327,0.0002932352,0.001049425,0.00018384114,0.0014483321,0.0001890076,0.00027041012,0.0037316615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023062546,0.00027189113,0.11243938,0.00007687936,0.00004433777,0.000020022113,0.00074427284,0.000105916464,0.00072972476,0.024484234,0.86054575,0.00030693802],"study_design_scores_gemma":[0.008821819,0.00070008927,0.4565137,0.0015554761,0.0016261676,0.00010902653,0.019632941,0.06330888,0.0012886493,0.02260911,0.41972145,0.0041126884],"about_ca_topic_score_codex":0.0019869993,"about_ca_topic_score_gemma":0.0017816176,"teacher_disagreement_score":0.44082433,"about_ca_system_score_codex":0.0000677433,"about_ca_system_score_gemma":0.0001400452,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W7103232895","doi":"","title":"Financial education for young people between 12 and 16 years of age in the municipalities of Medellin, Itagui and Sopetrán/2021","year":2023,"lang":"es","type":"article","venue":"Institutional Repository of the University of Granada (University of Granada)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Principal (computer security); Quarter (Canadian coin); Older people","score_opus":0.013262270846664108,"score_gpt":0.19062056170584143,"score_spread":0.17735829085917731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103232895","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":[0.9956175,0.000311786,0.000045703135,0.00035943557,0.00021122301,0.00033831148,0.00009805385,0.0000042238207,0.0030137587],"genre_scores_gemma":[0.9988205,0.00020816083,0.00015420874,0.000011699332,0.000052901596,1.10861464e-7,0.000060268165,0.000005451197,0.0006867253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985428,0.00007475939,0.0003169545,0.0002334174,0.0006709812,0.00016109803],"domain_scores_gemma":[0.9983467,0.00021551529,0.00071371766,0.00029050908,0.0004147143,0.000018869892],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005175888,0.00014621168,0.00049534265,0.0005166992,0.0014633969,0.000014316801,0.0005992375,0.00011488594,0.0000140942],"category_scores_gemma":[0.0001318197,0.00016208118,0.00023641023,0.0008620208,0.002512993,0.00047925184,0.00029271448,0.00011661348,3.0284625e-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":[0.00052997033,0.0002397623,0.8868344,0.0027074364,0.000193844,0.00002622599,0.0067703715,0.00034360058,0.0008762176,0.09735839,0.0026215916,0.0014981976],"study_design_scores_gemma":[0.00088421645,0.000044118126,0.97640204,0.0007047295,0.0006810144,0.0000015932219,0.010567129,0.00045585752,0.00006227596,0.0029004433,0.0071311393,0.00016545426],"about_ca_topic_score_codex":0.08551074,"about_ca_topic_score_gemma":0.05927004,"teacher_disagreement_score":0.09445795,"about_ca_system_score_codex":0.00007526348,"about_ca_system_score_gemma":0.0004157075,"threshold_uncertainty_score":0.99983656},"labels":[],"label_agreement":null},{"id":"W7104431084","doi":"10.71781/19561","title":"L’impact de l’utilisation d’un budget de référence sur le niveau de générosité du soutien financier minimal dans les pays de l’OCDE","year":2016,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Centralisation; Social economy; Social security","score_opus":0.005702455729081129,"score_gpt":0.16875838474891267,"score_spread":0.16305592901983154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104431084","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":[0.9791397,0.004495004,0.0028121488,0.0005596846,0.00057612255,0.00046754003,0.00010472062,0.00017020472,0.011674908],"genre_scores_gemma":[0.978243,0.0006783628,0.0012392751,0.0002444886,0.00089257513,0.000043625027,0.0008465118,0.00008619344,0.017725978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956796,0.00022662818,0.0007887813,0.0010329931,0.0008740126,0.0013979725],"domain_scores_gemma":[0.9968174,0.00021781029,0.0011532971,0.0005741417,0.0009867422,0.0002506214],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008766751,0.0008825515,0.0007351115,0.00073537836,0.008650076,0.0003429792,0.0009002468,0.0008300798,0.0002490224],"category_scores_gemma":[0.000603501,0.00096914405,0.00085881463,0.00085858005,0.0004375133,0.0021623573,0.00032420512,0.0005551347,0.00013219604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001080296,0.00048537884,0.9036857,0.0003357868,0.00024083062,0.0014473418,0.018603202,0.0027272692,0.057214342,0.010529773,0.0014225838,0.0022275306],"study_design_scores_gemma":[0.0017553071,0.000080244325,0.9403695,0.00079772377,0.0012094598,0.00025114487,0.0071928883,0.019481044,0.0067908466,0.0008832878,0.020067273,0.001121319],"about_ca_topic_score_codex":0.23623015,"about_ca_topic_score_gemma":0.021484738,"teacher_disagreement_score":0.2147454,"about_ca_system_score_codex":0.010391876,"about_ca_system_score_gemma":0.004824794,"threshold_uncertainty_score":0.9992759},"labels":[],"label_agreement":null},{"id":"W7104467669","doi":"10.71781/24412","title":"L’impact de la crise financière de 2008 sur les régimes complémentaires de retraite, dans les entreprises syndiquées du secteur des pâtes et papiers : une analyse comparative Québec- Finlande","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Private pension; Economic shortage","score_opus":0.009636810296355665,"score_gpt":0.2092117443036041,"score_spread":0.19957493400724843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104467669","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":[0.9623249,0.030542305,0.00044692724,0.00041817094,0.00021255009,0.00037199317,0.00012586378,0.00015583851,0.005401451],"genre_scores_gemma":[0.9866827,0.002907456,0.001167925,0.00019395031,0.00029707584,0.00003539118,0.0019945216,0.00006818693,0.0066527524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99583167,0.00060734904,0.00080269406,0.0010004035,0.0007933802,0.000964493],"domain_scores_gemma":[0.99641955,0.00072591566,0.0010449699,0.00048000293,0.0011163733,0.0002131746],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00065099844,0.0009794424,0.0010722678,0.00079836545,0.0071872063,0.00059413083,0.00066503056,0.00059590425,0.00040643566],"category_scores_gemma":[0.0007033682,0.0010782346,0.0009892903,0.0013446561,0.0008874567,0.001548555,0.00031187554,0.00074509415,0.00003425006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008276692,0.0006604136,0.9057814,0.00061594445,0.0009943856,0.0032988023,0.054812543,0.01712964,0.008965812,0.0022892426,0.0037338613,0.0008902843],"study_design_scores_gemma":[0.001082042,0.000059836388,0.91545427,0.0011969075,0.002311683,0.0002521458,0.0511431,0.012256333,0.0020006413,0.00030387557,0.012971695,0.0009674538],"about_ca_topic_score_codex":0.75864536,"about_ca_topic_score_gemma":0.5537151,"teacher_disagreement_score":0.20493029,"about_ca_system_score_codex":0.007197728,"about_ca_system_score_gemma":0.0035998533,"threshold_uncertainty_score":0.9991668},"labels":[],"label_agreement":null},{"id":"W7106516758","doi":"10.1007/978-3-032-02530-2_5","title":"Humanizing Wealth: Understanding Clients Beyond Assets","year":2025,"lang":"en","type":"book-chapter","venue":"Sustainable finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Impact","funders":"","keywords":"Core (optical fiber); Key (lock); Transactional leadership; Sustainability; Embedding","score_opus":0.02277432054079932,"score_gpt":0.23534880788881724,"score_spread":0.21257448734801793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106516758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075608876,0.0016385268,0.0005151335,0.00036058621,0.00091851904,0.0009818674,0.000022091399,0.0002750838,0.9945321],"genre_scores_gemma":[0.069327466,0.0003289009,0.00020382996,0.0016070985,0.0013015693,0.000033097764,0.0003377405,0.00015055144,0.9267098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594927,0.000011195619,0.000921535,0.0011668671,0.0007867447,0.001164415],"domain_scores_gemma":[0.99702,0.00008680249,0.0011190271,0.0009157354,0.00083464856,0.000023781562],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072279695,0.00081955135,0.0009833135,0.0014101606,0.0012007119,0.0007038211,0.00075946684,0.00049579924,0.0010788968],"category_scores_gemma":[0.00026376743,0.00092493434,0.0004148002,0.0006433515,0.00015040432,0.0015143048,0.00092650036,0.000705216,0.00057625666],"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":[0.000039314928,0.00002797862,0.0029844379,0.0015137383,0.000032477925,0.00027039504,0.000029275538,0.00002820335,0.0000013656706,0.9314697,0.063057624,0.00054550974],"study_design_scores_gemma":[0.00037158735,0.000014312685,0.00074462686,0.00079281523,0.00025478684,7.2591234e-7,0.00014194516,0.00025231537,0.0000018803261,0.2875349,0.70915705,0.0007330551],"about_ca_topic_score_codex":0.00048408422,"about_ca_topic_score_gemma":0.00021689732,"teacher_disagreement_score":0.64609945,"about_ca_system_score_codex":0.00131269,"about_ca_system_score_gemma":0.00030985725,"threshold_uncertainty_score":0.99983424},"labels":[],"label_agreement":null},{"id":"W7106651355","doi":"10.34989/san-2025-23","title":"Household balance sheets and mortgage payment shocks","year":2025,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Payment; Balance sheet; Asset (computer security); Relation (database); Balance (ability); Financial asset","score_opus":0.028465157521105063,"score_gpt":0.2763643087982958,"score_spread":0.24789915127719075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106651355","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":[0.9604049,0.00059357076,0.0000075598796,0.0015422739,0.0001490005,0.00027716075,0.000009128628,0.000022146669,0.036994297],"genre_scores_gemma":[0.99457455,0.000040126888,0.000043716733,0.0007147049,0.0001474749,0.0000196062,0.000015254932,0.000013741907,0.004430802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997852,0.000029519346,0.00031120516,0.00032409633,0.0010220689,0.0004610788],"domain_scores_gemma":[0.9990163,0.000108287946,0.00008064509,0.0003709339,0.0004025887,0.000021289168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010410199,0.00013065131,0.00025381078,0.00045096027,0.00028196446,0.00013438829,0.00032494476,0.000048074533,0.00028286577],"category_scores_gemma":[0.00031902952,0.00012277724,0.000042197124,0.0011365883,0.00010603321,0.00027265825,0.00037159582,0.00021222065,0.0000039852416],"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":[0.00007535688,0.000060248785,0.729428,0.00048410925,0.000029457391,0.000058566522,0.00001700088,0.000063047664,0.0013255787,0.023633488,0.24236499,0.0024601528],"study_design_scores_gemma":[0.0006616388,0.000013995729,0.7711314,0.00026514058,0.000049362756,4.2350192e-7,0.00013319647,0.0050066207,0.0011181268,0.0017308838,0.21962486,0.00026434692],"about_ca_topic_score_codex":0.43428075,"about_ca_topic_score_gemma":0.38173825,"teacher_disagreement_score":0.052542526,"about_ca_system_score_codex":0.0001402513,"about_ca_system_score_gemma":0.0004550961,"threshold_uncertainty_score":0.6295434},"labels":[],"label_agreement":null},{"id":"W7108444225","doi":"10.2139/ssrn.5859962","title":"Did the Early Pension Deferral Scheme Lengthen Careers in Malta?","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deferral; Pension; Fell; Quarter (Canadian coin); Government (linguistics); Work (physics)","score_opus":0.014226723092294677,"score_gpt":0.23791233957820904,"score_spread":0.22368561648591437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108444225","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":[0.988946,0.00334229,0.0001385004,0.0019554617,0.0010415649,0.00052883173,0.0000042039674,0.000076652024,0.0039664824],"genre_scores_gemma":[0.99319685,0.0011328262,0.00007012426,0.00077170454,0.0018236319,0.000028368038,0.0000608979,0.00005173971,0.0028638565],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99516654,0.00009286919,0.000889485,0.0006495863,0.0008128028,0.0023887071],"domain_scores_gemma":[0.9980191,0.000060981285,0.0007866524,0.0006762129,0.00043594715,0.000021113601],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032372456,0.000547361,0.0006472173,0.0009391942,0.0005004142,0.00071074406,0.001378149,0.00033338353,0.00012364588],"category_scores_gemma":[0.00030909176,0.0004216453,0.000565712,0.0008979644,0.00010343191,0.00066851784,0.001277397,0.005894788,0.0001442389],"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":[0.00030596062,0.00015901105,0.7177377,0.00023980334,0.00027263653,0.00004134946,0.00031547618,0.0009349018,0.00010062325,0.27339864,0.0013009756,0.005192938],"study_design_scores_gemma":[0.0026394355,0.00009436122,0.27862805,0.0017707528,0.0012896593,0.000042387364,0.0023009446,0.011718538,0.000019587025,0.66963774,0.029760633,0.0020978882],"about_ca_topic_score_codex":0.006013336,"about_ca_topic_score_gemma":0.014878737,"teacher_disagreement_score":0.43910965,"about_ca_system_score_codex":0.0011733563,"about_ca_system_score_gemma":0.0015598013,"threshold_uncertainty_score":0.9998235},"labels":[],"label_agreement":null},{"id":"W7108651141","doi":"10.3390/jrfm18120686","title":"The Determinants of Limited Household Participation in Risky Financial Markets: Evidence from China Using Explainable Machine Learning","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Financial literacy; China; Construct (python library); Investment (military); Point (geometry); Household income","score_opus":0.016465990963696345,"score_gpt":0.2488182460817445,"score_spread":0.23235225511804813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108651141","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":[0.9950022,0.0026097898,0.0014987945,0.000050280694,0.00045175382,0.00025547788,0.0000048443994,0.000012176311,0.00011470205],"genre_scores_gemma":[0.99514717,0.0037509305,0.00061524025,0.00008104475,0.00028804014,0.000008405744,0.0000032460787,0.000015377585,0.00009053619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771017,0.00010452231,0.0011477162,0.00026775166,0.00042408312,0.0003457678],"domain_scores_gemma":[0.99794334,0.00025083794,0.0013498914,0.00023284392,0.00020441368,0.000018665774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019794083,0.00023798046,0.0005236358,0.0007285368,0.00050231814,0.00019659648,0.00034743347,0.000089424706,0.00001548197],"category_scores_gemma":[0.0019281995,0.000187062,0.00017129931,0.001240963,0.0000914442,0.0010029009,0.00032781842,0.00036666822,0.0000019050544],"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":[0.000706269,0.000106245054,0.94927204,0.00013415488,0.000011272794,0.00005453375,0.00015978258,0.0013574957,0.00003427935,0.00066462037,0.00018084583,0.047318473],"study_design_scores_gemma":[0.00093755167,0.000035700967,0.95923537,0.001145406,0.0003977682,6.9941814e-7,0.00011290865,0.025142187,0.00006393988,0.0026856572,0.010066158,0.00017665068],"about_ca_topic_score_codex":0.0024276522,"about_ca_topic_score_gemma":0.0012538044,"teacher_disagreement_score":0.04714182,"about_ca_system_score_codex":0.000084732616,"about_ca_system_score_gemma":0.00005127148,"threshold_uncertainty_score":0.7628167},"labels":[],"label_agreement":null},{"id":"W7113405077","doi":"","title":"Private Benefits, Fiscal Costs and Economic Resource Costs of the Private Defined-Contribution Pension Systems in Turkey","year":2023,"lang":"en","type":"dissertation","venue":"Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Private pension; Pension; Government (linguistics); Value (mathematics); Private sector; Pension system; Bond","score_opus":0.01436567592821446,"score_gpt":0.19759170632044115,"score_spread":0.18322603039222668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113405077","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":[0.98816013,0.00030440837,0.000019251196,0.000109589906,0.0054372083,0.001081868,0.00014096034,0.00015312176,0.004593443],"genre_scores_gemma":[0.9884146,0.00009708123,0.000014869458,0.000060856393,0.0014769814,0.0000020085056,0.0024816392,0.000073160525,0.0073788473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956732,0.00025368042,0.00094166695,0.0012005793,0.0012639588,0.00066692766],"domain_scores_gemma":[0.9968899,0.00018416854,0.0015888156,0.0007843134,0.00041842266,0.00013439158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000574643,0.00080230925,0.0010321104,0.0022158662,0.001013755,0.00024374838,0.0013518936,0.00066754175,0.00003956702],"category_scores_gemma":[0.00018783049,0.0008353455,0.00043762874,0.0012911786,0.00050948875,0.0017083897,0.00073480647,0.000848626,0.00013433784],"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":[0.010758022,0.0008065977,0.87096524,0.0044519603,0.0008535493,0.0056128027,0.0039050828,0.018983692,0.0026786926,0.07114944,0.0025795705,0.007255324],"study_design_scores_gemma":[0.013721384,0.00024320328,0.64773893,0.020560054,0.0031354644,0.00019651922,0.010328302,0.13473721,0.00038194665,0.00013961563,0.16473237,0.004085007],"about_ca_topic_score_codex":0.005753129,"about_ca_topic_score_gemma":0.003898856,"teacher_disagreement_score":0.22322632,"about_ca_system_score_codex":0.001550464,"about_ca_system_score_gemma":0.00027317757,"threshold_uncertainty_score":0.99940974},"labels":[],"label_agreement":null},{"id":"W7113438454","doi":"","title":"Порівняльний стан ефективності пенсійної системи Казахстану: уроки політики з досвіду Канади","year":2022,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Legislature; Asset (computer security); Sustainability; Rate of return; National Pension; Private pension","score_opus":0.05625590161000175,"score_gpt":0.2906451165342707,"score_spread":0.23438921492426898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113438454","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":[0.9632489,0.0003590171,0.000055037424,0.008012512,0.0018237305,0.00065888296,0.00025728848,0.0002717104,0.025312897],"genre_scores_gemma":[0.88941896,0.000025479632,0.00026084235,0.00065848534,0.0007330142,0.000010305171,0.00064774585,0.000037754413,0.108207434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943193,0.00016892327,0.00073608593,0.0010562289,0.0030053325,0.00071410695],"domain_scores_gemma":[0.9965206,0.00022429928,0.00081605907,0.00079766876,0.0015802014,0.00006119447],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022067963,0.0004743535,0.000642648,0.0011779605,0.0032162217,0.0004616919,0.0025131989,0.0001325947,0.010344744],"category_scores_gemma":[0.0005275413,0.00042584667,0.00047753067,0.0026331006,0.0013038724,0.0021340707,0.0026325,0.0005480948,0.0004925926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014305775,0.0013967799,0.07712394,0.00030533652,0.00024197246,0.00019676302,0.0039227493,0.003913535,0.004898851,0.7974724,0.10752057,0.0015764793],"study_design_scores_gemma":[0.000979444,0.00011756858,0.023485297,0.000027520358,0.00020963137,0.000016569253,0.00757181,0.0027662443,0.0002052188,0.013247006,0.95070946,0.0006642414],"about_ca_topic_score_codex":0.0020132358,"about_ca_topic_score_gemma":0.00093606993,"teacher_disagreement_score":0.8431889,"about_ca_system_score_codex":0.00034047864,"about_ca_system_score_gemma":0.00036270707,"threshold_uncertainty_score":0.99981934},"labels":[],"label_agreement":null},{"id":"W7113895256","doi":"10.1108/978-1-61735-721-320251006","title":"Young Canadian Women’s Financial Literacy","year":2012,"lang":"en","type":"book-chapter","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.010709539715839912,"score_gpt":0.1974472802942227,"score_spread":0.1867377405783828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113895256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007849279,0.0005693133,0.0000066792068,0.00016508227,0.0016603555,0.00043400112,0.000039344453,0.00020528582,0.98907065],"genre_scores_gemma":[0.14138642,0.00007222196,0.00013302828,0.00713719,0.009158745,0.000048570684,0.0007205476,0.00019367167,0.8411496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672025,0.000004875773,0.00075781,0.0007031541,0.0006401192,0.0011737811],"domain_scores_gemma":[0.99802184,0.000023865303,0.00050938,0.0007396647,0.0005746358,0.00013062546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004643908,0.00077713036,0.00078536925,0.0015791197,0.0004339848,0.0006727561,0.00057565456,0.0005523664,0.054524038],"category_scores_gemma":[0.000121057936,0.00076749135,0.00039736624,0.00023601064,0.000083867075,0.001918322,0.00027404807,0.00050750235,0.01515917],"study_design_candidate":"not_applicable","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":[0.000033686938,0.000033201162,0.045515023,0.0002405044,0.000048093098,0.00011552398,0.00023935012,0.0000012924155,0.000005334672,0.8496388,0.09337334,0.010755846],"study_design_scores_gemma":[0.00020787749,0.0000066137427,0.00885498,0.00014386699,0.00020359187,0.0000026984665,0.00000924612,0.000076435164,8.118978e-7,0.015280064,0.9742616,0.0009522595],"about_ca_topic_score_codex":0.08020541,"about_ca_topic_score_gemma":0.16350244,"teacher_disagreement_score":0.8808882,"about_ca_system_score_codex":0.00069188984,"about_ca_system_score_gemma":0.00029003533,"threshold_uncertainty_score":0.9994776},"labels":[],"label_agreement":null},{"id":"W7113906205","doi":"10.1016/j.jfineco.2025.104174","title":"Windfall income shocks with finite planning horizons","year":2025,"lang":"en","type":"article","venue":"Journal of Financial Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Consumption (sociology); Windfall gain; Bounded rationality; Shock (circulatory); Permanent income hypothesis; Distribution (mathematics); Autonomous consumption","score_opus":0.008555353530167172,"score_gpt":0.21292649854187698,"score_spread":0.2043711450117098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113906205","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":[0.989228,0.000160033,0.0010423448,0.00038762984,0.00082946435,0.00010605549,0.0000033853005,0.000020680347,0.008222415],"genre_scores_gemma":[0.9951788,0.000031729527,0.0008659714,0.001782184,0.0016841214,0.0000027787237,0.0000077932855,0.000022842652,0.00042373198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985279,0.000008726299,0.00081967906,0.00021000725,0.00013758699,0.00029611922],"domain_scores_gemma":[0.9983444,0.00008638555,0.00097197323,0.00021748149,0.00035796786,0.000021788417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005192198,0.00022856644,0.0005404142,0.0008226015,0.00022139699,0.0002665593,0.00040379612,0.000113050104,0.00009425192],"category_scores_gemma":[0.00027755302,0.00020407506,0.0002219249,0.0005029604,0.000061772946,0.00135039,0.00013304026,0.00032670997,0.000056291585],"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":[0.00043660196,0.00008035185,0.9518252,0.00007663646,0.00004486231,0.00007315442,0.00005701449,0.009939177,0.000023596276,0.0312821,0.0033084687,0.0028528231],"study_design_scores_gemma":[0.002047829,0.00013385854,0.72577834,0.00060680724,0.0003691844,0.000011518104,0.000077297314,0.005505284,0.00006898971,0.010447007,0.25442418,0.0005297015],"about_ca_topic_score_codex":0.000084885476,"about_ca_topic_score_gemma":0.00019737457,"teacher_disagreement_score":0.25111574,"about_ca_system_score_codex":0.00012752926,"about_ca_system_score_gemma":0.00027594378,"threshold_uncertainty_score":0.8321939},"labels":[],"label_agreement":null},{"id":"W7114906751","doi":"10.3390/jrfm18120708","title":"Financial Literacy in Contexts of Vulnerability: Determinants Among Women Horticulturists in Guinea-Bissau","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Financial literacy; Debt; Descriptive statistics; Context (archaeology); Financial security; Food security; Financial inclusion; Financial plan; Financial analysis","score_opus":0.004074803004913136,"score_gpt":0.22966663803388995,"score_spread":0.2255918350289768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114906751","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":[0.9977907,0.00059394207,0.00016675584,0.000042276428,0.00046408485,0.0003675696,0.000005157029,0.000009304859,0.00056019647],"genre_scores_gemma":[0.9983978,0.000555519,0.00027624224,0.00027962952,0.00026961946,0.000023557563,0.0000033620063,0.000013473324,0.00018077221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99704045,0.00006288133,0.0016599244,0.00035985417,0.00041690073,0.00046000647],"domain_scores_gemma":[0.9982244,0.00008588158,0.0010642807,0.00027172093,0.00032757147,0.00002617802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017404984,0.00030249174,0.00090251496,0.0016563175,0.000117668154,0.00013925046,0.0003645619,0.00013184057,0.000040047504],"category_scores_gemma":[0.00071164785,0.00026846185,0.00019091698,0.0014984511,0.00013170227,0.0011218514,0.00030728616,0.0003795755,0.00000416219],"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":[0.00043968784,0.0003238192,0.90265065,0.00037575074,0.000008870363,0.00019000177,0.0007003633,0.00006849315,0.000018906441,0.0022919325,0.0005269403,0.0924046],"study_design_scores_gemma":[0.0023301318,0.00005398411,0.97131974,0.00083724735,0.00009883495,0.0000011576087,0.0002447369,0.00039735236,0.0000384813,0.008384033,0.016052209,0.00024207249],"about_ca_topic_score_codex":0.001009055,"about_ca_topic_score_gemma":0.0021682703,"teacher_disagreement_score":0.09216253,"about_ca_system_score_codex":0.00016936773,"about_ca_system_score_gemma":0.000059692007,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W7115575567","doi":"10.2139/ssrn.5922571","title":"Monthly Earnings Volatility and Household Pooling","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Pooling; Volatility (finance); Norwegian; Download; Quarter (Canadian coin)","score_opus":0.011318127815151378,"score_gpt":0.2200364054029103,"score_spread":0.20871827758775893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115575567","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":[0.9906264,0.004490341,0.0005154381,0.00047152306,0.0006060154,0.00028877181,0.00000984877,0.00014743269,0.0028442452],"genre_scores_gemma":[0.99378103,0.0013377541,0.00011684754,0.00053404237,0.0019664639,0.000010795411,0.00007083298,0.000046117802,0.0021361164],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960015,0.000044747758,0.0007429489,0.00067398394,0.0005361475,0.0020006623],"domain_scores_gemma":[0.9984611,0.00004920615,0.0006614994,0.0004383498,0.00036267925,0.000027125529],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027995291,0.0004948694,0.0006561139,0.0007409634,0.00056703435,0.0008029406,0.0006001709,0.00031434905,0.0000680461],"category_scores_gemma":[0.00036987884,0.00048240312,0.00036619572,0.0004832295,0.00006845494,0.0007393383,0.0010758785,0.004664876,0.000021294438],"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":[0.00018722193,0.00012466729,0.9215339,0.0005373702,0.00034185662,0.000024737963,0.00012832474,0.0015270658,0.000051748077,0.067148745,0.0012928569,0.0071015493],"study_design_scores_gemma":[0.0018731455,0.000065620065,0.25005782,0.0014513991,0.0024069555,0.000038276783,0.00066095096,0.07406733,0.000017361217,0.61352414,0.053752173,0.0020848187],"about_ca_topic_score_codex":0.0025036046,"about_ca_topic_score_gemma":0.0021608889,"teacher_disagreement_score":0.671476,"about_ca_system_score_codex":0.0005978734,"about_ca_system_score_gemma":0.0010749111,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W7115706748","doi":"10.5267/j.dsl.2025.10.006","title":"The role of psychological mechanisms in enhancing students’ financial wellbeing: An integration of financial literacy and the conservation of resources theory","year":2025,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Dana Ilmu Pengetahuan Indonesia","keywords":"Financial literacy; Structural equation modeling; Strategic financial management; Accounting management; Cognition; Resource (disambiguation); Financial management; Financial modeling","score_opus":0.009237947450674775,"score_gpt":0.29243135645411156,"score_spread":0.28319340900343676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115706748","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":[0.9942268,0.00007616626,0.004583025,0.0005663963,0.00017760374,0.00025151565,7.554684e-7,0.00000662075,0.00011108649],"genre_scores_gemma":[0.9968742,0.000012792983,0.00090075494,0.0021462424,0.000042461328,0.000009648355,0.0000017931065,0.0000033157864,0.000008772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99797803,0.00008369345,0.00072576856,0.00031031907,0.0007277745,0.00017440169],"domain_scores_gemma":[0.9982407,0.0006344101,0.0005069904,0.00033945387,0.00027119904,0.000007210275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057982975,0.00011558146,0.00026697834,0.0005164144,0.00030528242,0.00020517879,0.0007816329,0.000048134203,0.000008748486],"category_scores_gemma":[0.0032024982,0.00006692377,0.00007345059,0.0020070325,0.0008014958,0.0008873626,0.00026393213,0.00011977579,0.0000010664522],"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":[0.0013603985,0.00014770038,0.2543223,0.000023858966,0.0000029704488,0.000001442057,0.0020230664,0.00006647175,0.20498511,0.47572902,0.00008982123,0.061247844],"study_design_scores_gemma":[0.00078030786,0.000025612013,0.8249624,0.0002503983,0.00002829855,2.171552e-7,0.00047882312,0.0046554,0.007173445,0.16104437,0.0005112312,0.00008950108],"about_ca_topic_score_codex":0.00023577482,"about_ca_topic_score_gemma":0.00019111818,"teacher_disagreement_score":0.5706401,"about_ca_system_score_codex":0.000018875842,"about_ca_system_score_gemma":0.000027448079,"threshold_uncertainty_score":0.38339207},"labels":[],"label_agreement":null},{"id":"W7115821187","doi":"","title":"The role of investor relations as intermediary of financial literacy in Canada","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Investor relations; Financial intermediary; Intermediary; Accredited investor; Government (linguistics); Financial services","score_opus":0.004641773375689824,"score_gpt":0.180861095069183,"score_spread":0.17621932169349316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821187","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":[0.8165154,0.0006550861,0.0000047838103,0.000054408618,0.0010251147,0.0005469694,0.000042254036,0.000012537473,0.18114346],"genre_scores_gemma":[0.8474479,0.00012330005,0.00010442606,0.00012969576,0.000345579,0.000002881944,0.0004091407,0.00005320639,0.15138392],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966298,0.000117869386,0.001268411,0.00065901806,0.0007682608,0.0005566565],"domain_scores_gemma":[0.99581516,0.00024198201,0.0020706935,0.0005879238,0.0012338512,0.00005040008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032614547,0.0005617749,0.00083961885,0.00084724586,0.00044079285,0.00012847116,0.0011848207,0.00031034765,0.0427056],"category_scores_gemma":[0.00046781264,0.0005735077,0.00035155538,0.0030738467,0.0002903782,0.0015289398,0.00044059905,0.0005082162,0.00011225011],"study_design_candidate":"observational","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":[0.0010481642,0.00015618939,0.8598528,0.00057372963,0.00009135214,0.00006992128,0.0018058985,0.000050628663,0.00021541618,0.0093159955,0.0018167847,0.12500316],"study_design_scores_gemma":[0.0010807571,0.00006370324,0.27757812,0.0017016516,0.0006415602,5.78374e-7,0.007930025,0.003146046,0.00038248228,0.0014012187,0.7053751,0.000698751],"about_ca_topic_score_codex":0.75244474,"about_ca_topic_score_gemma":0.95599574,"teacher_disagreement_score":0.7035583,"about_ca_system_score_codex":0.00069372746,"about_ca_system_score_gemma":0.0024740486,"threshold_uncertainty_score":0.99967164},"labels":[],"label_agreement":null},{"id":"W7117257130","doi":"10.2139/ssrn.5959414","title":"Determinants and Life-Cycle Effects of Survival Ambiguity","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Ambiguity; Variance (accounting); Portfolio; Sample (material); Empirical evidence; Survival analysis; Ambiguity aversion","score_opus":0.006490172519819189,"score_gpt":0.23741252500681992,"score_spread":0.23092235248700074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117257130","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":[0.9802492,0.01416044,0.00052877655,0.00019028553,0.0027648234,0.0008025968,0.000010322948,0.000045113462,0.0012484135],"genre_scores_gemma":[0.9721146,0.022393405,0.000060924907,0.00024525178,0.001913342,0.000018611838,0.000026754737,0.000071867835,0.0031552282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912713,0.000257028,0.002079409,0.0011803883,0.0011986669,0.004013164],"domain_scores_gemma":[0.9946608,0.0003200929,0.002937023,0.0008549622,0.0011276938,0.000099458375],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051908786,0.0010790491,0.002165345,0.0013226491,0.000870041,0.00067758636,0.0013080522,0.0006166548,0.00016921197],"category_scores_gemma":[0.0018488581,0.0010880886,0.00093945325,0.0011862074,0.00028349986,0.001130578,0.0021460853,0.004791661,0.00005738715],"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":[0.0005855947,0.0006078172,0.9140051,0.005812236,0.00085002306,0.00004881361,0.00020333592,0.0001344898,0.0001879911,0.033984452,0.00015101027,0.043429106],"study_design_scores_gemma":[0.006717461,0.00046899018,0.6082822,0.007363602,0.0085873995,0.000055958437,0.0009994534,0.013772371,0.000365274,0.34520215,0.0050559337,0.0031291877],"about_ca_topic_score_codex":0.0027326723,"about_ca_topic_score_gemma":0.004949793,"teacher_disagreement_score":0.3112177,"about_ca_system_score_codex":0.0007707504,"about_ca_system_score_gemma":0.0037315001,"threshold_uncertainty_score":0.99915695},"labels":[],"label_agreement":null},{"id":"W7117306528","doi":"10.3390/jrfm19010009","title":"Financial Literacy, Trust, and Socioeconomic Determinants of Borrowers’ Behavior in Credit Card Use: A PLS-SEM Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credit card; Financial literacy; Payment; Socioeconomic status; Financial inclusion; Credit history; Sample (material); Purchasing; Net worth; Financial institution","score_opus":0.006797381540459951,"score_gpt":0.2361486172519466,"score_spread":0.22935123571148666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117306528","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":[0.99774176,0.00080316735,0.00045968773,0.000031161293,0.00046777367,0.0003003848,0.000026161888,0.00001039703,0.00015950183],"genre_scores_gemma":[0.99718493,0.0012524405,0.0007057389,0.00026744168,0.00033298897,0.000014950958,0.000010599056,0.000016055834,0.0002148329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975015,0.00004041328,0.0013785197,0.0003986074,0.00032373873,0.00035722565],"domain_scores_gemma":[0.9981078,0.00009035551,0.0012028599,0.00027539252,0.0002954759,0.000028149578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097033277,0.00031931375,0.0010611302,0.0026560747,0.00019239052,0.0002731417,0.00029721553,0.00014871926,0.000046379984],"category_scores_gemma":[0.0002773232,0.0003067399,0.00041979126,0.0014312506,0.00012893509,0.0013498495,0.00034447885,0.00029373888,0.0000044981375],"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":[0.00029762037,0.00016462208,0.95629925,0.0001907566,0.000053293876,0.00012739237,0.00019813188,0.00005947182,0.000010059933,0.0024632672,0.0006542165,0.039481904],"study_design_scores_gemma":[0.0013945185,0.00005032405,0.9738892,0.00019122784,0.0028697874,0.000001910789,0.0001165586,0.0010669355,0.000012251616,0.0016726169,0.0184722,0.0002624757],"about_ca_topic_score_codex":0.001170985,"about_ca_topic_score_gemma":0.0013197446,"teacher_disagreement_score":0.039219428,"about_ca_system_score_codex":0.000087973094,"about_ca_system_score_gemma":0.000059090566,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W7117560984","doi":"10.1257/mac.20210174","title":"Accounting for Wealth Concentration in the United States","year":2025,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Earnings; Distribution (mathematics); Capital income; Net worth; Capital (architecture); Rate of return; National wealth; Human capital; Wealth distribution; Distribution of wealth","score_opus":0.008630532403683285,"score_gpt":0.2547050127955823,"score_spread":0.246074480391899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117560984","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":[0.9931565,0.000048906506,0.00041204182,0.003889576,0.0005356,0.00034213945,0.000008963912,0.000021595673,0.0015846628],"genre_scores_gemma":[0.9802415,0.00024428364,0.00033442472,0.018084826,0.0008540513,0.000027798193,0.0001192018,0.000021462654,0.00007245466],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984634,0.000026380369,0.0007777764,0.000264038,0.000051507264,0.00041691592],"domain_scores_gemma":[0.9985242,0.00023490164,0.000916885,0.00021485414,0.0000964645,0.000012712357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012196354,0.00019393125,0.00036055894,0.0005071117,0.000357687,0.0007927956,0.00048046888,0.000033526005,0.00008526051],"category_scores_gemma":[0.00009598099,0.0001729129,0.00015411086,0.00040811967,0.00013661377,0.0009311846,0.000065696135,0.00022020571,0.00008239785],"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":[0.00014982503,0.000051932235,0.9148125,0.000046927824,0.000046725992,0.0000031793677,0.00023867439,0.012350596,0.000015427042,0.04893463,0.013154177,0.010195372],"study_design_scores_gemma":[0.001983658,0.00004386854,0.16168636,0.00008606803,0.0001765984,0.000009333833,0.005274659,0.27544653,0.000018935745,0.023872286,0.53086454,0.00053713913],"about_ca_topic_score_codex":0.003029843,"about_ca_topic_score_gemma":0.0014409126,"teacher_disagreement_score":0.75312614,"about_ca_system_score_codex":0.0003635316,"about_ca_system_score_gemma":0.00012654894,"threshold_uncertainty_score":0.76449466},"labels":[],"label_agreement":null},{"id":"W7118692006","doi":"10.23925/cafi.62.62590","title":"Analysis of the knowledge of young people in the São Paulo metropolitan region about pension plans","year":2023,"lang":"pt","type":"article","venue":"Repositorio UNIREMINGTON","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Social security; Pension; Population; Subject (documents); Quarter (Canadian coin); Field research; Descriptive research","score_opus":0.01696070242650378,"score_gpt":0.2556866161323567,"score_spread":0.23872591370585294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118692006","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":[0.9916225,0.0006732943,0.000008965134,0.0002303034,0.0018273508,0.00054089876,0.000013358469,0.000053883447,0.00502942],"genre_scores_gemma":[0.9955406,0.00016831023,0.000005983591,0.000045558812,0.00073248893,0.000015838606,0.00014665283,0.000049322363,0.0032952381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576676,0.0002932029,0.0015751558,0.0006963782,0.0010601344,0.0006083443],"domain_scores_gemma":[0.99549305,0.00040046417,0.0016898686,0.001623182,0.00076784316,0.000025561376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019059931,0.0004667795,0.001148538,0.002153042,0.00051981455,0.00023528517,0.0011890711,0.00026933342,0.00003423427],"category_scores_gemma":[0.0006995315,0.00032330182,0.0009777187,0.019532988,0.00012460732,0.00051409955,0.0005906546,0.00039599452,0.000032677326],"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":[0.0000699271,0.00025759175,0.9848723,0.00046714992,0.0002928197,0.000018729994,0.007193525,0.00018742568,0.0017676312,0.0022335472,0.0024919512,0.0001474014],"study_design_scores_gemma":[0.00037240025,0.000033943972,0.9614916,0.0007907571,0.0051818606,0.0000029399248,0.009070427,0.019628445,0.0005499387,0.000069295274,0.002454827,0.00035361055],"about_ca_topic_score_codex":0.013775514,"about_ca_topic_score_gemma":0.035970442,"teacher_disagreement_score":0.023380745,"about_ca_system_score_codex":0.0003410932,"about_ca_system_score_gemma":0.00009888739,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W7124239941","doi":"10.65109/tnrq6489","title":"The Costly Bargain: Economic Impacts of Price-Seeking Behavior in Aging Populations","year":2025,"lang":"","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"","keywords":"Unemployment; Dependency ratio; Population; Product (mathematics); Economic impact analysis; Dependency (UML); Population ageing","score_opus":0.017985087902888296,"score_gpt":0.2769079662419198,"score_spread":0.25892287833903155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124239941","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":[0.97389406,0.0014485758,0.000110738874,0.0012307585,0.0012312367,0.00094245427,0.000005781426,0.000046372432,0.021090029],"genre_scores_gemma":[0.9960351,0.00018950932,0.0001452998,0.00056851987,0.0002777087,0.000035771758,0.0000428587,0.00003176017,0.0026734849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996834,0.00005327728,0.0015946111,0.000538888,0.00030028782,0.0006789623],"domain_scores_gemma":[0.9979632,0.00021123074,0.0008268444,0.0006847284,0.00029185726,0.000022134273],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013693549,0.00038423686,0.0005779538,0.0012001602,0.0007558953,0.0008081704,0.0006070517,0.00013806863,0.0010044249],"category_scores_gemma":[0.00038306994,0.0003333157,0.00034215781,0.0018191579,0.00013052444,0.0015890147,0.0005603745,0.00027328587,0.00017015162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034712717,0.00011501861,0.93948555,0.00014269761,0.000025715213,0.0000045810802,0.000067316185,0.00030043,0.0002697968,0.05574478,0.0013712023,0.002438222],"study_design_scores_gemma":[0.0006723221,0.000009188003,0.9454766,0.00047472704,0.0004759059,2.3082345e-7,0.00040917232,0.03908712,0.000077714045,0.0017113641,0.011262857,0.00034282377],"about_ca_topic_score_codex":0.008951561,"about_ca_topic_score_gemma":0.014856967,"teacher_disagreement_score":0.054033414,"about_ca_system_score_codex":0.00036757055,"about_ca_system_score_gemma":0.00019589937,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W7124427946","doi":"10.58726/27382915-2025.2hs-163","title":"The Analysis of International Experience of Pension Funds and Main Development Trends","year":2025,"lang":"","type":"article","venue":"Scientific Proceedings of the Vanadzor State University Humanities and Social Sciences","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Investment (military); Private pension; Sustainability; Population; Social security; Pension system; Population ageing; Financial stability","score_opus":0.021776489577127075,"score_gpt":0.2265585435418716,"score_spread":0.20478205396474453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124427946","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":[0.9928278,0.00018589557,0.0000025418783,0.00047889192,0.00051286834,0.00010087178,0.000032250802,0.000005251124,0.005853669],"genre_scores_gemma":[0.98224765,0.000115773146,0.00004871244,0.00003939154,0.000017902825,3.8090513e-7,0.0000042604547,0.0000024574247,0.017523445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980234,0.000013358122,0.00046311028,0.00042204576,0.0008055757,0.00027254593],"domain_scores_gemma":[0.99801266,0.00006995734,0.00089403096,0.00008630251,0.0009272931,0.000009758915],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014983544,0.00016263964,0.00035625085,0.0014288559,0.0046600047,0.00069459935,0.0010390526,0.00004377829,0.00006918153],"category_scores_gemma":[0.00008360803,0.00011975538,0.00018129052,0.0044375057,0.00521643,0.0010470259,0.0011614875,0.0000772855,1.8475895e-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":[0.00017571775,0.00014345646,0.6835669,0.00042972848,0.00058260415,7.393529e-7,0.047330707,0.00002068782,0.0021703811,0.25375137,0.0037497533,0.008077933],"study_design_scores_gemma":[0.0004406468,0.000025581629,0.7370729,0.00027704562,0.0014115893,1.3096813e-7,0.14325131,0.0048788865,0.00068594294,0.0019152382,0.109715484,0.00032525207],"about_ca_topic_score_codex":0.0019326841,"about_ca_topic_score_gemma":0.005990162,"teacher_disagreement_score":0.25183612,"about_ca_system_score_codex":0.000076393735,"about_ca_system_score_gemma":0.00012334005,"threshold_uncertainty_score":0.9974908},"labels":[],"label_agreement":null},{"id":"W7125710028","doi":"10.62762/jsspa.2025.825683","title":"Optimizing China’s Private Pension Scheme via Experiences of Developed Countries","year":2025,"lang":"","type":"article","venue":"Journal of Social Systems and Policy Analysis","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Private pension; Incentive; Subsidy; Investment (military); Tax incentive; Population; National Pension; Sustainability","score_opus":0.012514490100538966,"score_gpt":0.27866530304109977,"score_spread":0.2661508129405608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125710028","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":[0.9887875,0.0064123417,0.0013746674,0.0012957836,0.00072545884,0.00025095252,0.0000073726737,0.000012982641,0.0011329516],"genre_scores_gemma":[0.9953365,0.0009732687,0.00037344068,0.00028968905,0.002009326,0.0000067825263,0.0000121393505,0.000023212204,0.00097566046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994821,0.00016810765,0.0029658796,0.00041852906,0.0010800587,0.00054639805],"domain_scores_gemma":[0.9927829,0.00010469282,0.0048955097,0.00026603782,0.0018919687,0.000058904698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002243622,0.0005149412,0.0023988404,0.0039877957,0.0011274976,0.00088663824,0.00054039876,0.00032118912,0.00023798573],"category_scores_gemma":[0.00045701562,0.0004509646,0.0011329964,0.007471745,0.00038451,0.0016952597,0.00036107097,0.00034194678,0.0000072928824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013628453,0.0006809554,0.78061986,0.0065838066,0.014906901,0.00010231718,0.0866713,0.0025349136,0.002374058,0.097217195,0.004783596,0.0021622272],"study_design_scores_gemma":[0.0055538733,0.00026013656,0.6519829,0.005607824,0.046995044,0.000022309787,0.07065068,0.083036564,0.00054932095,0.0021116273,0.13024218,0.0029875573],"about_ca_topic_score_codex":0.006646159,"about_ca_topic_score_gemma":0.00019696557,"teacher_disagreement_score":0.128637,"about_ca_system_score_codex":0.00019350318,"about_ca_system_score_gemma":0.00038667594,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W7126243506","doi":"10.1017/flw.2026.10008","title":"Increasing financial confidence in Canadian women","year":2025,"lang":"en","type":"article","venue":"Journal of Financial Literacy and Wellbeing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; Carleton University","funders":"","keywords":"Competence (human resources); Financial management; Psychological intervention; Intervention (counseling); Financial literacy; Gender gap","score_opus":0.004245030158145889,"score_gpt":0.22189576756273502,"score_spread":0.21765073740458912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126243506","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":[0.99526787,0.000660858,0.00006367143,0.00047460868,0.0006758088,0.00012667385,0.000002458926,0.000010964418,0.0027170633],"genre_scores_gemma":[0.9943486,0.00006483834,0.00036890016,0.0040186006,0.0009807663,0.000004583429,0.00000430189,0.000013108783,0.00019633595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978081,0.00004330573,0.0009798318,0.0002632902,0.00027324865,0.0006322032],"domain_scores_gemma":[0.99873745,0.00014085045,0.0005191558,0.00016233914,0.00037122288,0.00006895706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019667116,0.00024165718,0.00054540776,0.0017953061,0.00031748004,0.0004553925,0.00030552896,0.00014038474,0.00009028514],"category_scores_gemma":[0.0021791342,0.00023788441,0.0001296418,0.0013945065,0.00007076286,0.0022780132,0.00010914757,0.0004247021,0.000014246233],"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":[0.00025953422,0.000047753965,0.92076427,0.00015971686,0.0000057550083,0.00026102457,0.0005296259,0.00003253708,0.00026052815,0.06721892,0.00061945134,0.009840872],"study_design_scores_gemma":[0.00086130056,0.000024625922,0.82330644,0.0011181001,0.00004996968,0.000018675963,0.00005002253,0.0008909623,0.00003176794,0.02438291,0.14898437,0.0002808605],"about_ca_topic_score_codex":0.05772882,"about_ca_topic_score_gemma":0.02632025,"teacher_disagreement_score":0.14836492,"about_ca_system_score_codex":0.00026713923,"about_ca_system_score_gemma":0.0006563429,"threshold_uncertainty_score":0.99144685},"labels":[],"label_agreement":null},{"id":"W7127792681","doi":"","title":"Unemployment Insurance Fund Over a Quarter Century: An Assessment in Terms of Income and Expenditures","year":2025,"lang":"","type":"article","venue":"DergiPark (Istanbul University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Income protection insurance; General insurance; Payment","score_opus":0.009524127331949876,"score_gpt":0.25429639515931624,"score_spread":0.24477226782736636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127792681","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":[0.975759,0.00047407864,0.00007941816,0.00022217813,0.00051401043,0.0006191141,0.00004171061,0.000046137182,0.022244297],"genre_scores_gemma":[0.9972951,0.000466022,0.00017916637,0.00025324686,0.00010941952,0.0000031361965,0.00008607913,0.000028591929,0.0015792435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682,0.00014959965,0.00082956743,0.001001781,0.0005730816,0.0006259987],"domain_scores_gemma":[0.9982135,0.0001089175,0.0006877542,0.0007442955,0.00018471152,0.00006081852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044304514,0.0005673718,0.0008950274,0.002496972,0.00035683936,0.00034241512,0.000648376,0.00024152348,0.0005676809],"category_scores_gemma":[0.000031453204,0.00065348874,0.00022320819,0.0023114746,0.0002789112,0.0024297598,0.0006628482,0.00039288128,0.0000101298],"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":[0.00048698595,0.00060977135,0.9241881,0.00068206567,0.000099409524,0.00019644326,0.00038318807,0.00011298589,0.00024178332,0.072018445,0.0004996824,0.00048115916],"study_design_scores_gemma":[0.002889477,0.000074579555,0.8978899,0.00084891805,0.0003287507,5.088027e-7,0.0018333417,0.0022872186,0.000032621567,0.0012013554,0.09201583,0.0005975019],"about_ca_topic_score_codex":0.0016292974,"about_ca_topic_score_gemma":0.0031676854,"teacher_disagreement_score":0.09151615,"about_ca_system_score_codex":0.00042030765,"about_ca_system_score_gemma":0.000118301155,"threshold_uncertainty_score":0.99959165},"labels":[],"label_agreement":null},{"id":"W7128502312","doi":"10.30845/ijbss.v14n6p8","title":"Impact of Population Migration Profiles on Financial Literacy: The Case of Bosnia and Herzegovina","year":2023,"lang":"","type":"article","venue":"International Journal of Business and Social Science","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Immigration; Emigration; Population; Quarter (Canadian coin); Sample (material); Affect (linguistics); Control (management)","score_opus":0.014398348122255133,"score_gpt":0.30312178803370055,"score_spread":0.2887234399114454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128502312","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":[0.9975042,0.00013974594,0.000026827685,0.0012938249,0.0007838343,0.00014280384,0.000027599259,0.000005022671,0.00007619398],"genre_scores_gemma":[0.9985139,0.00019559584,0.000033282675,0.00008692676,0.001107804,0.0000014479818,0.000019750543,0.000009566144,0.000031768395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766123,0.000038660983,0.00088128267,0.00023505751,0.0009678284,0.00021592571],"domain_scores_gemma":[0.9939135,0.00010645788,0.0018472319,0.00009858156,0.004012028,0.000022242117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015734449,0.00019178048,0.00037973773,0.00096444075,0.0005180862,0.0005234142,0.00040589695,0.000077038065,0.00005987806],"category_scores_gemma":[0.0008174581,0.00013446267,0.00019105132,0.0021866518,0.0005597999,0.00238841,0.00023229496,0.00015232066,0.0000022633421],"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":[0.00063272374,0.00025411206,0.91691726,0.00018780024,0.00007323026,0.00024417424,0.0029960058,0.000411448,0.0030833425,0.015824476,0.0006508694,0.058724556],"study_design_scores_gemma":[0.0004617745,0.00007077266,0.9889509,0.00027904328,0.00010446788,0.000049064103,0.00023370443,0.0075571,0.000037803882,0.0018744692,0.0002486855,0.0001322306],"about_ca_topic_score_codex":0.0040818043,"about_ca_topic_score_gemma":0.00018825161,"teacher_disagreement_score":0.07203362,"about_ca_system_score_codex":0.00009881767,"about_ca_system_score_gemma":0.00021578184,"threshold_uncertainty_score":0.6170494},"labels":[],"label_agreement":null},{"id":"W7129414240","doi":"10.1109/icecmsn68058.2025.11383286","title":"A Web-Driven Framework for Efficient Personal Finance Tracking and Performance Evaluation","year":2025,"lang":"","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Python (programming language); Tracking (education); Financial management; Tracking system; Personal computer","score_opus":0.021285495108838016,"score_gpt":0.27737514220833454,"score_spread":0.2560896470994965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7129414240","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":[0.9849045,0.0025430503,0.005594101,0.0010844604,0.001104028,0.0017978484,0.00000889597,0.000068327936,0.0028947592],"genre_scores_gemma":[0.9907479,0.00030004996,0.0043401946,0.0014579191,0.00072756823,0.00018241256,0.00005863642,0.000035377845,0.0021499323],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99672,0.000035785746,0.00081360334,0.0009872415,0.0007774233,0.0006659439],"domain_scores_gemma":[0.99744105,0.0002588664,0.00050892733,0.00036721458,0.0014047753,0.000019189678],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016410996,0.00048689137,0.0005755771,0.0006977301,0.0011437401,0.00088903174,0.0003028348,0.0002662066,0.0009703681],"category_scores_gemma":[0.0009126207,0.00049073645,0.00028623012,0.0017242823,0.00015345654,0.0010168246,0.00028526632,0.00029423877,0.00009122867],"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":[0.00066822424,0.00047053743,0.73572576,0.0024750545,0.00012730119,0.0000023930975,0.0007202843,0.0042253784,0.00021564079,0.080047175,0.003784923,0.17153735],"study_design_scores_gemma":[0.0011865525,0.00003642687,0.19941802,0.0014384385,0.00086368993,2.8467988e-7,0.00017309855,0.7804883,0.00004933947,0.0012396004,0.014685266,0.00042095166],"about_ca_topic_score_codex":0.000059530797,"about_ca_topic_score_gemma":0.0000632414,"teacher_disagreement_score":0.77626294,"about_ca_system_score_codex":0.00017216713,"about_ca_system_score_gemma":0.00022209737,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W7131264855","doi":"10.61190/fsr.v22i2.4646","title":"Risk-sharing implications for Roth IRA conversions","year":2013,"lang":"","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Equity (law); Volatility (finance); Position (finance); Option value; Payment; Stochastic game; Asset (computer security); Value (mathematics)","score_opus":0.015990373035030273,"score_gpt":0.2526612915546149,"score_spread":0.23667091851958466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131264855","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29397872,0.61861706,0.0013858975,0.024621926,0.005341831,0.03575375,0.0011217211,0.00096514414,0.018213939],"genre_scores_gemma":[0.42299268,0.44472513,0.0048633576,0.0924122,0.012904564,0.0077342005,0.005021163,0.0006156093,0.0087311],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950337,0.000053630552,0.0019068657,0.0014024368,0.0004535436,0.0011498297],"domain_scores_gemma":[0.9938246,0.00015764846,0.002380733,0.0014843537,0.0020438542,0.00010878342],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010080279,0.000847422,0.0015234671,0.00038862487,0.0017980732,0.00087184645,0.0017041803,0.0003060195,0.0077355057],"category_scores_gemma":[0.0006572642,0.0008423073,0.0011128808,0.0026587257,0.000095173076,0.0035431106,0.0009979728,0.00041135857,0.008611234],"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":[0.000035393365,0.00044666132,0.76622254,0.06529926,0.000105414576,0.000002398957,0.00013175358,0.000012852095,0.00008360252,0.032404855,0.09214311,0.043112166],"study_design_scores_gemma":[0.0005305263,0.000028115786,0.3405239,0.009569532,0.0020308413,7.8785905e-7,0.000018431665,0.002611252,0.0000029358564,0.0056576873,0.6382043,0.00082167546],"about_ca_topic_score_codex":0.0060190842,"about_ca_topic_score_gemma":0.00069371896,"teacher_disagreement_score":0.5460612,"about_ca_system_score_codex":0.0001432638,"about_ca_system_score_gemma":0.00013019136,"threshold_uncertainty_score":0.99950147},"labels":[],"label_agreement":null},{"id":"W7131921475","doi":"","title":"The Effects of Measures to Encourage Voluntary Pension Savings in the Republic of Croatia","year":2024,"lang":"hr","type":"dissertation","venue":"Repository of the University of Rijeka, Faculty of Economics and Business","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Croatian; The Republic; Pension; Quarter (Canadian coin)","score_opus":0.007665971403963296,"score_gpt":0.18942834271868292,"score_spread":0.18176237131471962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131921475","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":[0.99676096,0.001068438,0.0000028462014,0.0004108434,0.0007155673,0.00061250705,0.000033770593,0.000004787708,0.0003902478],"genre_scores_gemma":[0.99774706,0.0006855745,0.000056168312,0.0000258752,0.000072557246,4.797681e-7,0.00009914186,0.00002002093,0.0012931477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980792,0.00008490565,0.0009029898,0.00038260085,0.00034626783,0.0002040734],"domain_scores_gemma":[0.9955667,0.00027708657,0.002258462,0.0006321736,0.0012482498,0.00001727316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086055667,0.00032871906,0.0008944878,0.00046547994,0.00041202363,0.000074201234,0.0010879795,0.00020477625,0.000008479953],"category_scores_gemma":[0.0002873053,0.000235351,0.00044562755,0.0008286742,0.0004368641,0.00045858,0.0004357792,0.00020977514,0.0000016368389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048058988,0.0019124156,0.74281126,0.052827485,0.0021040994,0.00006398282,0.055639233,0.00636131,0.09636724,0.009987361,0.016808767,0.0103109665],"study_design_scores_gemma":[0.0006724918,0.00006967782,0.97431695,0.003720783,0.0014860807,0.0000026681546,0.008111382,0.0016292706,0.0037344557,0.00026500187,0.005655461,0.0003357708],"about_ca_topic_score_codex":0.022071648,"about_ca_topic_score_gemma":0.004713094,"teacher_disagreement_score":0.2315057,"about_ca_system_score_codex":0.000067863344,"about_ca_system_score_gemma":0.00016044374,"threshold_uncertainty_score":0.98444045},"labels":[],"label_agreement":null},{"id":"W7133025117","doi":"","title":"Essays in the economics of aging","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Pension; Consumption (sociology); Welfare; Public policy; Empirical research; Welfare state; Income Support; Economic welfare; Private pension","score_opus":0.013811430749171573,"score_gpt":0.2717589190863516,"score_spread":0.25794748833718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133025117","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":[0.9356257,0.0009910853,0.0000090817075,0.0003645044,0.0005957603,0.0005106864,0.0000035481442,0.000020205867,0.06187946],"genre_scores_gemma":[0.988102,0.00026056427,0.000090546346,0.00040229002,0.00091900467,0.00004391545,0.0011727617,0.00007062674,0.008938297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972308,0.000057535457,0.0011515236,0.00062611164,0.00042366819,0.00051034434],"domain_scores_gemma":[0.9970415,0.00014447613,0.0017391572,0.00069869624,0.0003668574,0.000009261455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011953125,0.00055506954,0.0008302019,0.0009729322,0.0002576046,0.00042715736,0.00084786664,0.00027865884,0.0009098504],"category_scores_gemma":[0.00014427857,0.00050336594,0.00040901697,0.0014871571,0.000079258534,0.00078549713,0.00011934512,0.00043264346,0.0002110839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017823673,0.00065603724,0.9171232,0.0036572996,0.000083456456,0.000042173182,0.009503222,0.003339167,0.0003822,0.05176232,0.010004515,0.0032681834],"study_design_scores_gemma":[0.0024330008,0.00005635152,0.8249311,0.0032026537,0.0023937193,0.0000017888751,0.03148643,0.031228825,0.00066919596,0.008738184,0.092199616,0.002659163],"about_ca_topic_score_codex":0.016252777,"about_ca_topic_score_gemma":0.012050414,"teacher_disagreement_score":0.09219212,"about_ca_system_score_codex":0.000087775596,"about_ca_system_score_gemma":0.00008805912,"threshold_uncertainty_score":0.9997418},"labels":[],"label_agreement":null},{"id":"W7134949138","doi":"10.5281/zenodo.18961208","title":"ICT-Supported Financial Literacy Workshops for Savings Account Adoptions Among Low-Income Households in Ethiopian Urban Areas: A Methodological Approach","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Financial literacy; Estimation; Reliability (semiconductor); Psychological intervention; Financial inclusion; Literacy; Financial management","score_opus":0.06320278766270271,"score_gpt":0.27544185542946586,"score_spread":0.21223906776676316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134949138","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":[0.9770311,0.00010365274,0.008989879,0.00026535423,0.0002589684,0.0013479962,0.00008072486,0.00088202266,0.011040286],"genre_scores_gemma":[0.9912614,0.000017942568,0.003113277,0.00060284784,0.0012759283,0.0000017001516,0.0024456377,0.0007836317,0.0004975879],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708265,0.00022854438,0.00065151503,0.0006292562,0.0005231844,0.00088487234],"domain_scores_gemma":[0.99809474,0.000098343626,0.00036441133,0.0005432651,0.00080983504,0.00008941728],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029798069,0.00031857134,0.00042022063,0.0007213926,0.0016084124,0.001421608,0.0009814946,0.0002213985,0.0028038453],"category_scores_gemma":[0.0034426325,0.00031829256,0.00019803329,0.0020356292,0.00017898314,0.0024634006,0.0011201118,0.0004963803,0.0011649085],"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":[0.0020578732,0.0058799824,0.45315266,0.0028943243,0.00022902373,0.00008938151,0.013099362,0.0010049136,0.0041053803,0.1368087,0.27861464,0.10206377],"study_design_scores_gemma":[0.0010073899,0.00004498981,0.47602552,0.00015781091,0.00009565157,0.000009538076,0.00022389524,0.0043614204,0.000027354079,0.00043690167,0.5170882,0.00052132754],"about_ca_topic_score_codex":0.00011862326,"about_ca_topic_score_gemma":0.000004916852,"teacher_disagreement_score":0.23847356,"about_ca_system_score_codex":0.0001727203,"about_ca_system_score_gemma":0.000007392969,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W7134982290","doi":"10.5281/zenodo.18961209","title":"ICT-Supported Financial Literacy Workshops for Savings Account Adoptions Among Low-Income Households in Ethiopian Urban Areas: A Methodological Approach","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Financial literacy; Estimation; Reliability (semiconductor); Psychological intervention; Financial inclusion; Literacy; Financial management","score_opus":0.06320278766270271,"score_gpt":0.27544185542946586,"score_spread":0.21223906776676316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134982290","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":[0.9770311,0.00010365274,0.008989879,0.00026535423,0.0002589684,0.0013479962,0.00008072486,0.00088202266,0.011040286],"genre_scores_gemma":[0.9912614,0.000017942568,0.003113277,0.00060284784,0.0012759283,0.0000017001516,0.0024456377,0.0007836317,0.0004975879],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708265,0.00022854438,0.00065151503,0.0006292562,0.0005231844,0.00088487234],"domain_scores_gemma":[0.99809474,0.000098343626,0.00036441133,0.0005432651,0.00080983504,0.00008941728],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029798069,0.00031857134,0.00042022063,0.0007213926,0.0016084124,0.001421608,0.0009814946,0.0002213985,0.0028038453],"category_scores_gemma":[0.0034426325,0.00031829256,0.00019803329,0.0020356292,0.00017898314,0.0024634006,0.0011201118,0.0004963803,0.0011649085],"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":[0.0020578732,0.0058799824,0.45315266,0.0028943243,0.00022902373,0.00008938151,0.013099362,0.0010049136,0.0041053803,0.1368087,0.27861464,0.10206377],"study_design_scores_gemma":[0.0010073899,0.00004498981,0.47602552,0.00015781091,0.00009565157,0.000009538076,0.00022389524,0.0043614204,0.000027354079,0.00043690167,0.5170882,0.00052132754],"about_ca_topic_score_codex":0.00011862326,"about_ca_topic_score_gemma":0.000004916852,"teacher_disagreement_score":0.23847356,"about_ca_system_score_codex":0.0001727203,"about_ca_system_score_gemma":0.000007392969,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W7135052451","doi":"10.61190/fsr.v19i4.4984","title":"Freedon at 55 or drudgery till 70?","year":2010,"lang":"","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Rate of return; Variable (mathematics); Payment; Asset (computer security); Planner; Fixed asset; Interest rate; Class (philosophy); Fixed interest rate loan","score_opus":0.010546251950184965,"score_gpt":0.23834329254701644,"score_spread":0.22779704059683148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135052451","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62639683,0.31473365,0.000010708316,0.005277547,0.014612133,0.0053986884,0.00019395667,0.00059776683,0.032778677],"genre_scores_gemma":[0.32912058,0.41880018,0.0014268957,0.1509512,0.039726775,0.00071047066,0.003228923,0.00088602933,0.055148955],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924872,0.00009622697,0.002610964,0.0017665937,0.0014610431,0.0015779906],"domain_scores_gemma":[0.9938718,0.0001433156,0.0024581153,0.002016432,0.0013612978,0.00014902634],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0018278304,0.0014025826,0.0024838962,0.00053788594,0.0013247895,0.0007249175,0.0020899407,0.00069101865,0.051097102],"category_scores_gemma":[0.00085243606,0.0011989851,0.0012345059,0.0042116237,0.00022088183,0.0031308813,0.0020814887,0.0011043006,0.0309743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008267529,0.0013627923,0.3482886,0.21094294,0.00016203003,0.000609008,0.00033674284,0.000004758866,0.0014222943,0.0125012165,0.33067438,0.0928685],"study_design_scores_gemma":[0.0006374416,0.000034382283,0.05883969,0.014755061,0.0017597135,0.000010890902,0.00000759342,0.00054682,0.000038601094,0.0003674584,0.9215717,0.0014306516],"about_ca_topic_score_codex":0.0023960432,"about_ca_topic_score_gemma":0.02504157,"teacher_disagreement_score":0.5908973,"about_ca_system_score_codex":0.00015619655,"about_ca_system_score_gemma":0.00027234395,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W7135449258","doi":"","title":"Analysis of the pension systems of selected countries","year":2013,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Pension system; Sustainability; Consumption (sociology); Pension insurance","score_opus":0.0060015267586175465,"score_gpt":0.21164434405830324,"score_spread":0.2056428172996857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135449258","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":[0.9743945,0.0047599114,0.0000059875583,0.00001560143,0.0032449549,0.0010923279,0.00030553382,0.000050721806,0.016130475],"genre_scores_gemma":[0.96159637,0.000040929976,0.00001922034,0.00003875477,0.00078830495,0.000046447483,0.0041402075,0.000086678374,0.03324307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902962,0.00017343553,0.003799663,0.0010997927,0.0041502817,0.00048064388],"domain_scores_gemma":[0.96662277,0.00047967007,0.007936687,0.0011125051,0.023787878,0.000060513456],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004817942,0.00096574076,0.0021834245,0.0024698845,0.0006502233,0.0018055453,0.0011830262,0.00082397845,0.00004669159],"category_scores_gemma":[0.0013738845,0.0007899697,0.0017967192,0.0071141967,0.00048683764,0.0035633731,0.0002720897,0.0005640054,0.000015913132],"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":[0.00057750987,0.00066671177,0.94836706,0.0050266413,0.0032313762,0.000025217068,0.0010382693,0.0018023642,0.027071996,0.009614326,0.0025423607,0.000036145648],"study_design_scores_gemma":[0.00064132496,0.00010063718,0.9563694,0.00562619,0.008292732,0.000019551771,0.00041478456,0.009326755,0.012410895,0.00010881585,0.005644171,0.0010447677],"about_ca_topic_score_codex":0.00095362903,"about_ca_topic_score_gemma":0.00004683417,"teacher_disagreement_score":0.023673436,"about_ca_system_score_codex":0.0002737974,"about_ca_system_score_gemma":0.0007271147,"threshold_uncertainty_score":0.9994551},"labels":[],"label_agreement":null},{"id":"W7135455783","doi":"","title":"Social security an old age","year":2017,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Social security; Typology; Quarter (Canadian coin); Population; Pillar; Slovak; Old Age Security","score_opus":0.012822088837343978,"score_gpt":0.2644413423100576,"score_spread":0.25161925347271363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135455783","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":[0.72738993,0.001378709,0.0000016323756,0.000048103622,0.0044693328,0.00082711066,0.00022552177,0.00018719718,0.26547244],"genre_scores_gemma":[0.87410414,0.000018630039,0.000035149602,0.00017951005,0.009119218,0.00006223977,0.013160382,0.00019055812,0.103130184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99015427,0.00013775837,0.0027010962,0.002081973,0.0040433956,0.000881511],"domain_scores_gemma":[0.9846373,0.0001685962,0.005401168,0.0013351731,0.008303663,0.0001541024],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00063349464,0.0015346324,0.0017543897,0.0013823333,0.0033409535,0.012199683,0.001951731,0.0014792944,0.00006731264],"category_scores_gemma":[0.0011157837,0.0016636765,0.0016099918,0.0009570648,0.00058237585,0.0131884925,0.00030781198,0.0012465519,0.00010390441],"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":[0.0051911604,0.0074829757,0.7691405,0.014246939,0.0021022446,0.0057078796,0.015996022,0.000084086336,0.029238159,0.1071976,0.040285237,0.0033272263],"study_design_scores_gemma":[0.003349001,0.0004339998,0.7413394,0.00761572,0.0026645993,0.0001986252,0.0009571215,0.0020590902,0.006745187,0.018333446,0.2101645,0.006139311],"about_ca_topic_score_codex":0.00041191856,"about_ca_topic_score_gemma":0.00009457301,"teacher_disagreement_score":0.16987926,"about_ca_system_score_codex":0.00044451855,"about_ca_system_score_gemma":0.0006177747,"threshold_uncertainty_score":0.999817},"labels":[],"label_agreement":null},{"id":"W7140219349","doi":"10.46727/c.v1.19-20-09-2025.p283-291","title":"The role of financial education in the training of non-economist students","year":2025,"lang":"","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Training (meteorology); Competence (human resources); Relevance (law); Quarter (Canadian coin); Professional development; Higher education","score_opus":0.006452992716576803,"score_gpt":0.261700197729654,"score_spread":0.25524720501307724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140219349","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":[0.93807876,0.0010234485,0.000018632314,0.0005144241,0.0006405762,0.00063880393,0.000002049966,0.000005539153,0.05907778],"genre_scores_gemma":[0.9948056,0.00012195142,0.00004675622,0.00094748824,0.0003200451,0.00003343079,0.00001580571,0.000010610548,0.0036983488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764955,0.00005240102,0.0012169894,0.00033268298,0.00042381702,0.0003245356],"domain_scores_gemma":[0.99803436,0.00022450484,0.000784941,0.0005477221,0.0004017143,0.0000067894457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019432699,0.00024287392,0.00046387283,0.00044528558,0.00037309615,0.00033722518,0.0012099877,0.00010033531,0.00024220772],"category_scores_gemma":[0.0004533371,0.0001673669,0.00024971287,0.0015697714,0.00017723825,0.0005875014,0.00031425306,0.0001888531,0.00002753],"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":[0.000092618604,0.00048977655,0.8575034,0.00017686233,0.000025425328,3.30591e-7,0.0011295491,0.000028524773,0.00013493531,0.051976956,0.0018195498,0.08662203],"study_design_scores_gemma":[0.0005677913,0.000016435155,0.921138,0.00042904096,0.0002535173,6.99551e-8,0.008305305,0.0032968286,0.00015205613,0.0063203904,0.05934458,0.00017597845],"about_ca_topic_score_codex":0.0034762516,"about_ca_topic_score_gemma":0.002695117,"teacher_disagreement_score":0.086446054,"about_ca_system_score_codex":0.000054216212,"about_ca_system_score_gemma":0.00059335335,"threshold_uncertainty_score":0.68250245},"labels":[],"label_agreement":null},{"id":"W7143852137","doi":"10.24561/0002000915","title":"家計簿記録を用いた家計所得の変動分析<人文・社会科学>","year":2025,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adjusted gross income; Household income; Total personal income; Permanent income hypothesis; Income distribution; Income in kind; Quarter (Canadian coin); Distribution (mathematics)","score_opus":0.011746645695760342,"score_gpt":0.24638819601663728,"score_spread":0.23464155032087694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143852137","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":[0.670922,0.016445061,0.002929689,0.0055014766,0.05485938,0.0027722814,0.0017455744,0.0012668241,0.24355775],"genre_scores_gemma":[0.9612859,0.00033905124,0.001302481,0.0034417955,0.009090214,0.00010925299,0.005169705,0.00007219093,0.019189408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99407613,0.00008157213,0.0016593933,0.0015500749,0.0016305252,0.0010023171],"domain_scores_gemma":[0.9954452,0.00023045854,0.00076458097,0.0017043643,0.0017626823,0.00009269797],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009119754,0.0009164926,0.0009198733,0.0011841191,0.0026836484,0.0019448941,0.0011718485,0.00037146223,0.0011536789],"category_scores_gemma":[0.002100573,0.000959411,0.0005463974,0.0035715415,0.00083450985,0.0055777426,0.0016049293,0.00070502155,0.0021955664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050986354,0.0007782226,0.2845473,0.0017123221,0.000346565,0.00077595125,0.000092317874,0.00024070306,0.0027528303,0.5511612,0.15620196,0.00088073587],"study_design_scores_gemma":[0.0012073218,0.000022723627,0.046988264,0.002194859,0.0010966075,0.000018640012,0.00016117468,0.0022110408,0.00090211787,0.0012769237,0.9428858,0.0010344832],"about_ca_topic_score_codex":0.006040708,"about_ca_topic_score_gemma":0.0008788428,"teacher_disagreement_score":0.78668386,"about_ca_system_score_codex":0.0006188234,"about_ca_system_score_gemma":0.0010152413,"threshold_uncertainty_score":0.9997594},"labels":[],"label_agreement":null},{"id":"W7146296577","doi":"","title":"Accounting for Public Pension Plan in Canada","year":2008,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Pension plan; Plan (archaeology); Accounting information system; Pension; Financial plan; Financial accounting; Governmental accounting","score_opus":0.036063633595807554,"score_gpt":0.22485254815878922,"score_spread":0.18878891456298166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146296577","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":[0.9867553,0.000978757,0.00015615315,0.00085034565,0.0068757082,0.0009240268,0.00065884023,0.00007708844,0.0027237418],"genre_scores_gemma":[0.9859461,0.00010700196,0.00088981923,0.0011503776,0.0051085902,0.00009356023,0.0060437843,0.000058847945,0.00060188543],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408334,0.000055644745,0.0017599729,0.0012110376,0.0018364652,0.0010535526],"domain_scores_gemma":[0.9960595,0.00033541746,0.0010005846,0.0009672505,0.0015432012,0.000094056384],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000949767,0.0006717331,0.0008482389,0.00070847,0.0022950482,0.0007053501,0.0007836165,0.00018528392,0.00034205872],"category_scores_gemma":[0.002897735,0.0007010996,0.000269524,0.0018195041,0.0003086138,0.0057803877,0.00069405825,0.00047295983,0.00015415701],"study_design_candidate":"observational","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":[0.00027277082,0.00021975243,0.9271868,0.0005544025,0.000053370826,0.0010582911,0.00007827989,0.0003327907,0.0006427694,0.023801638,0.04563858,0.00016057241],"study_design_scores_gemma":[0.0019362384,0.00002306606,0.3101306,0.0009863478,0.00022500422,0.00012149062,0.0003461499,0.011726981,0.00030571857,0.00014469151,0.6727748,0.001278917],"about_ca_topic_score_codex":0.83874255,"about_ca_topic_score_gemma":0.8545713,"teacher_disagreement_score":0.62713623,"about_ca_system_score_codex":0.0017753204,"about_ca_system_score_gemma":0.0049451217,"threshold_uncertainty_score":0.999544},"labels":[],"label_agreement":null},{"id":"W7146513038","doi":"","title":"Payment requirements of social security : analysis of mutuality regarding Basic Pension in Japan, and Canada, and Basic Income","year":2014,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basic income; Social security; Payment; Pension; Basic needs","score_opus":0.012912450070037463,"score_gpt":0.2395517404991028,"score_spread":0.22663929042906533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146513038","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":[0.9972273,0.00036354948,0.000028210143,0.00017237655,0.00080202136,0.00032519473,0.00044273023,0.00001652934,0.0006220648],"genre_scores_gemma":[0.9978122,0.00006399717,0.000098640114,0.00015744676,0.00056403776,0.000012489032,0.0012146136,0.000018998171,0.000057536516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953135,0.00017306092,0.0016733467,0.00089356856,0.0014961569,0.00045034097],"domain_scores_gemma":[0.99688846,0.00028115298,0.001299007,0.0006069731,0.0008561321,0.00006826605],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017837771,0.00046281185,0.0012353184,0.00095162535,0.0006662697,0.00018433045,0.00029706975,0.00016184685,0.00008766273],"category_scores_gemma":[0.0013977854,0.00047996882,0.00020958902,0.0020155185,0.00058823207,0.0018352047,0.0009153994,0.0002768734,0.0000017212166],"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":[0.0002692101,0.00020092244,0.96491706,0.0012347804,0.00038258437,0.000031956828,0.00038831838,0.00006641169,0.001801471,0.030172173,0.00037552047,0.00015957895],"study_design_scores_gemma":[0.0011876,0.00003122529,0.9820806,0.0007768852,0.0024711185,0.000002892072,0.00035854938,0.005863747,0.0005593352,0.00022610789,0.0059407754,0.0005011608],"about_ca_topic_score_codex":0.65103716,"about_ca_topic_score_gemma":0.6465365,"teacher_disagreement_score":0.029946065,"about_ca_system_score_codex":0.00043451518,"about_ca_system_score_gemma":0.00040555606,"threshold_uncertainty_score":0.9997652},"labels":[],"label_agreement":null},{"id":"W7148541597","doi":"10.70675/36f81845zf615z4176z87efz32ea9414ca3c","title":"Essays on the Role of Information in Human Capital Investments","year":2017,"lang":"","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Intervention (counseling); Ligne; Capital (architecture); Social capital","score_opus":0.010163148083163908,"score_gpt":0.23737033884823483,"score_spread":0.22720719076507093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7148541597","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":[0.7743662,0.00008664588,7.6456786e-7,0.00006036247,0.0003711974,0.00081228086,0.00000893066,0.000020018791,0.22427358],"genre_scores_gemma":[0.9918515,0.00004204657,0.000014322851,0.00057260646,0.00026323504,0.00011586172,0.002961054,0.00003636758,0.0041430225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964001,0.000044766017,0.0015932253,0.00042398198,0.0010789873,0.00045889715],"domain_scores_gemma":[0.9950779,0.0000660326,0.0030911698,0.0010016763,0.0007440047,0.000019207342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009446141,0.00062161253,0.0007384191,0.0014206521,0.0008873111,0.0010041951,0.0011161645,0.00036394465,0.004053794],"category_scores_gemma":[0.0005538323,0.00048270347,0.0003590543,0.000619998,0.00012666198,0.004672456,0.00017592277,0.0004507935,0.0009058457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018011373,0.00040247833,0.47687685,0.0007303784,0.000080891405,0.0000032249684,0.0023692606,0.00007905343,0.0006460078,0.5126502,0.0011106711,0.0048708646],"study_design_scores_gemma":[0.0016798534,0.00009160168,0.88032347,0.0024578925,0.0006754605,1.8930548e-7,0.00965079,0.007412837,0.0032608912,0.07253228,0.02053535,0.0013794119],"about_ca_topic_score_codex":0.010572692,"about_ca_topic_score_gemma":0.0030906128,"teacher_disagreement_score":0.44011793,"about_ca_system_score_codex":0.00010579733,"about_ca_system_score_gemma":0.00008442733,"threshold_uncertainty_score":0.9998721},"labels":[],"label_agreement":null},{"id":"W7156259191","doi":"10.35850/kjta.23.5.04","title":"Tax Support Measures to Revitalize Individual Pensions: Focusing on the Implications of the Canadian Personal Pension System (RRSP)","year":2022,"lang":"","type":"article","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxable income; Pension; Deferral; Payment; Government (linguistics); Personal income; Pension plan; Tax deferral; Income tax","score_opus":0.04447548333528259,"score_gpt":0.23706131035794614,"score_spread":0.19258582702266355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7156259191","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":[0.9087667,0.00040810817,0.000018716855,0.05809487,0.0018552765,0.0042502084,0.0005240895,0.00009737615,0.025984637],"genre_scores_gemma":[0.9834068,0.000008977617,0.00006817699,0.012446865,0.0005358421,0.00019747474,0.00013049835,0.0000771667,0.0031282017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940038,0.00035615033,0.001282169,0.0009579606,0.0024645345,0.00093541754],"domain_scores_gemma":[0.9958274,0.00025424626,0.0010338689,0.0015054782,0.0012542593,0.00012474525],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003486628,0.0005810655,0.0006924921,0.0010121306,0.00780536,0.00078286295,0.0017810358,0.00013119605,0.008130516],"category_scores_gemma":[0.0010059173,0.00039598063,0.0007050645,0.0040474385,0.00020583076,0.0005156288,0.0018083042,0.00067099,0.00037719644],"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":[0.00016208166,0.00039348612,0.44109944,0.0005091385,0.0002693726,0.000033935732,0.0027325966,0.00067258166,0.0015204096,0.19886597,0.3512277,0.0025132918],"study_design_scores_gemma":[0.0007174437,0.00015752343,0.6389025,0.0011243566,0.0019211917,0.00003119478,0.010998381,0.0026640187,0.00017766794,0.0004934001,0.3414917,0.0013206026],"about_ca_topic_score_codex":0.19598852,"about_ca_topic_score_gemma":0.28187478,"teacher_disagreement_score":0.19837257,"about_ca_system_score_codex":0.0009928662,"about_ca_system_score_gemma":0.0010165377,"threshold_uncertainty_score":0.9998492},"labels":[],"label_agreement":null},{"id":"W7161514156","doi":"","title":"Description des conditions financières des étudiants au Québec","year":2024,"lang":"","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Context (archaeology); Work (physics); Identification (biology); Term (time)","score_opus":0.01723367791027963,"score_gpt":0.2358612400459033,"score_spread":0.21862756213562368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161514156","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":[0.93663037,0.022806948,0.031922,0.0027917966,0.0011278028,0.0014153429,0.00017349771,0.0016735034,0.001458733],"genre_scores_gemma":[0.9836894,0.0016565835,0.005372455,0.0014538807,0.0020004155,0.00064865616,0.00032108888,0.00028017838,0.0045773364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99364805,0.00014044806,0.0016336612,0.0015070178,0.0009441212,0.0021266853],"domain_scores_gemma":[0.99680525,0.00023472437,0.00058527256,0.0012707369,0.00088311965,0.0002209168],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015542568,0.0012057411,0.0010448706,0.001996758,0.0028355725,0.0039260816,0.000994304,0.0006412123,0.001527866],"category_scores_gemma":[0.0011409608,0.0012837326,0.000970848,0.0045960923,0.0010531791,0.009220799,0.00074187585,0.0009139847,0.0014917529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010364541,0.00059644075,0.9231291,0.0017310642,0.00019371786,0.0003575417,0.0007941584,0.0006553062,0.0032855622,0.03242255,0.018644353,0.018086571],"study_design_scores_gemma":[0.0006437534,0.00011753589,0.80510604,0.0027666371,0.0013098917,0.00006212607,0.00052060036,0.13462175,0.0007442439,0.014113322,0.038375404,0.0016187017],"about_ca_topic_score_codex":0.5137715,"about_ca_topic_score_gemma":0.64102125,"teacher_disagreement_score":0.13396645,"about_ca_system_score_codex":0.0038499422,"about_ca_system_score_gemma":0.0016057086,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W7161969645","doi":"10.82308/49253","title":"A comparative study of Quebec &amp; Ontario's curricula in financial literacy education: presence, components and aims","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Literacy; Curriculum; Work (physics)","score_opus":0.021109608499369038,"score_gpt":0.29617433279639904,"score_spread":0.27506472429703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161969645","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":[0.9876488,0.0001287583,0.0000011999823,0.000010294463,0.0008651106,0.0011764588,0.0000028127129,0.000028048844,0.010138525],"genre_scores_gemma":[0.9659615,0.000004737425,0.00023345678,0.000105900275,0.00052968715,0.0001134154,0.0019686518,0.000024327572,0.031058285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975331,0.00003761174,0.0009293784,0.0006648413,0.0005663011,0.0002687565],"domain_scores_gemma":[0.99768686,0.000044277134,0.0008485248,0.00039931937,0.001001542,0.000019485255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002446531,0.00044364927,0.0008971871,0.0010146685,0.00016719807,0.00030089196,0.0003368341,0.0001731678,0.0011192139],"category_scores_gemma":[0.00009093653,0.00041257,0.00011230333,0.0010635149,0.00006144375,0.0012617725,0.00013869394,0.00028169024,0.0001036899],"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":[0.00031841424,0.0027175208,0.96803594,0.00038763686,0.000033127348,0.000004475796,0.016410261,0.0000061505757,0.00005393072,0.0013115006,0.009428621,0.0012923972],"study_design_scores_gemma":[0.000724063,0.00003786351,0.9632944,0.0007002469,0.00021846044,2.745223e-7,0.0021714289,0.00019385581,0.000007955908,0.00053143915,0.0316763,0.00044370748],"about_ca_topic_score_codex":0.6472631,"about_ca_topic_score_gemma":0.9647287,"teacher_disagreement_score":0.3174656,"about_ca_system_score_codex":0.00011796635,"about_ca_system_score_gemma":0.00030562707,"threshold_uncertainty_score":0.99983263},"labels":[],"label_agreement":null},{"id":"W7161974612","doi":"10.82308/32578","title":"Le rapport aux savoirs en lien avec le budget chez de futurs enseignants du primaire du Québec, selon trois postures épistémologiques","year":2023,"lang":"fr","type":"dissertation","venue":"","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial plan; Perception; Relation (database); Primary education; Focus group; Financial literacy; Knowledge level","score_opus":0.009797929514890892,"score_gpt":0.2181071981290227,"score_spread":0.20830926861413182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161974612","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":[0.97377133,0.0017168222,0.00009204365,0.007883355,0.0015614249,0.0010689328,0.000024416833,0.000871451,0.013010199],"genre_scores_gemma":[0.904723,0.00091527647,0.000600795,0.002117719,0.0027415592,0.00016110508,0.0053695613,0.00029096665,0.08308002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99433804,0.00027563205,0.0015807692,0.0015810794,0.0009275844,0.0012969248],"domain_scores_gemma":[0.9960057,0.000318469,0.0013932957,0.0007657891,0.001411698,0.00010505873],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0021346922,0.0012914831,0.0015069073,0.0011294454,0.0017644953,0.00092762633,0.0011513411,0.0010621741,0.0017404193],"category_scores_gemma":[0.001559579,0.0012931372,0.0009473328,0.0015501927,0.00027383215,0.0017148037,0.0004396479,0.0007632919,0.0016402204],"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":[0.00044655727,0.00086011516,0.806162,0.0016665874,0.00040368596,0.0005194753,0.013373175,0.00008297776,0.0016612306,0.0104909,0.16189633,0.0024369548],"study_design_scores_gemma":[0.001415073,0.00014118111,0.8571534,0.00088593113,0.0014861232,0.000019502862,0.019986767,0.004201941,0.0016064176,0.0014983726,0.10922889,0.0023763836],"about_ca_topic_score_codex":0.38316372,"about_ca_topic_score_gemma":0.2880334,"teacher_disagreement_score":0.09513032,"about_ca_system_score_codex":0.00047614702,"about_ca_system_score_gemma":0.0049202107,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W73175240","doi":"","title":"Perceived Financial Capability, Financial Knowledge and Financial Behaviors of Canadian Low-Income Households","year":2015,"lang":"en","type":"article","venue":"Society for Social Work and Research 19th Annual Conference: The Social and Behavioral Importance of Increased Longevity","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"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":"Business; Finance; Financial analysis; Financial ratio; Financial plan; Low income; Economics; Demographic economics","score_opus":0.08445823604164264,"score_gpt":0.3458401935383033,"score_spread":0.26138195749666066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W73175240","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":[0.99678206,0.0005184384,0.0000019494291,0.00084017025,0.0001819528,0.0010262744,0.00045533245,0.00003240247,0.00016140213],"genre_scores_gemma":[0.99812776,0.00009958997,0.000077738914,0.00015730217,0.0011034812,0.000101958925,0.00012987725,0.00003487271,0.00016742028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668604,0.00014947105,0.00076136447,0.00064527616,0.0008086824,0.0009491803],"domain_scores_gemma":[0.99641454,0.00013740853,0.00043252273,0.00023251996,0.0025691325,0.00021389696],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003282651,0.00042230845,0.0009098413,0.00028921437,0.0026381246,0.00023632763,0.00046021742,0.00058479985,0.000050603536],"category_scores_gemma":[0.0008213794,0.0003561825,0.000516714,0.0021425425,0.002734528,0.0007112679,0.00045454234,0.0007245694,0.0000021303938],"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":[0.0005225188,0.00041681898,0.96157753,0.0004431819,0.00002274198,0.000007154943,0.015178727,1.6375392e-7,0.00017992267,0.008024715,0.008848873,0.004777662],"study_design_scores_gemma":[0.001488995,0.00018145311,0.9838207,0.00011192716,0.00033415528,8.092927e-7,0.005057843,0.000023097742,0.000029922836,0.0041577234,0.0043108533,0.00048257018],"about_ca_topic_score_codex":0.077577755,"about_ca_topic_score_gemma":0.087319285,"teacher_disagreement_score":0.02224313,"about_ca_system_score_codex":0.00014768136,"about_ca_system_score_gemma":0.0014360918,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W890584","doi":"10.1139/o77-134","title":"Are Mormons Bankrupting Utah? Evidence from the Bankruptcy Courts","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Biochemistry","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Blame; Dilemma; Point (geometry); Political science; Law; History; Psychology; Social psychology","score_opus":0.023880481727156767,"score_gpt":0.23215527830377322,"score_spread":0.20827479657661646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W890584","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":[0.99436605,0.0025123018,0.00006404311,0.0015469957,0.00040353136,0.000062917024,0.000011108398,0.000012052529,0.0010209725],"genre_scores_gemma":[0.9938788,0.000013337709,0.00018353542,0.0022342408,0.003447168,7.22588e-7,0.000012829777,0.000023274257,0.00020609554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982769,0.000009698941,0.00062045356,0.00021989566,0.00040252926,0.00047051636],"domain_scores_gemma":[0.99756986,0.00018717043,0.0011477268,0.00035890032,0.0006061671,0.00013018398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011338159,0.00020970531,0.00027415727,0.00019238915,0.00040543676,0.00037646538,0.00069910794,0.00011835445,0.00077823794],"category_scores_gemma":[0.0017715534,0.00016719587,0.00022452192,0.00052087853,0.00013155173,0.0006234711,0.000053956923,0.00037205653,0.00006839627],"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":[0.000025779556,0.000011766094,0.95657986,0.000040921568,0.000035311517,0.000563186,0.000113284346,0.000025261494,0.0089505995,0.000056331988,0.032562442,0.0010352593],"study_design_scores_gemma":[0.0005272148,0.000011085716,0.9187572,0.0019488119,0.00048207014,0.000058077458,0.0016153492,0.00040520707,0.012374518,0.00080622215,0.062352173,0.00066207704],"about_ca_topic_score_codex":0.0146679375,"about_ca_topic_score_gemma":0.019973604,"teacher_disagreement_score":0.03782266,"about_ca_system_score_codex":0.00017876842,"about_ca_system_score_gemma":0.00034177973,"threshold_uncertainty_score":0.9979093},"labels":[],"label_agreement":null},{"id":"W92638495","doi":"","title":"Households' Attitudes to Saving, Investment and Wealth","year":2007,"lang":"en","type":"article","venue":"Reserve Bank of New Zealand Bulletin","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Investment (military); Consumption (sociology); Equity (law); Position (finance); National wealth; Work (physics); Labour economics; Household income; Demographic economics; Finance; Geography; Sociology; Political science","score_opus":0.022379936122133657,"score_gpt":0.2593707746562604,"score_spread":0.23699083853412675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92638495","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":[0.9917431,0.00030527567,0.000018726367,0.0038771238,0.00010840247,0.00032486237,0.0000030868393,0.00007041776,0.0035490338],"genre_scores_gemma":[0.9837489,0.00005863495,0.0016143833,0.005114204,0.0010213221,0.000005791903,0.000035652338,0.0000428262,0.008358244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812603,0.000013683418,0.0005298576,0.0004011723,0.0004761117,0.00045314556],"domain_scores_gemma":[0.9990623,0.00006766671,0.00027383494,0.00035787467,0.00015921265,0.00007909253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010372087,0.00023053878,0.00037744612,0.00033682273,0.00012833223,0.00013813852,0.0002853203,0.000083957835,0.00072024635],"category_scores_gemma":[0.00023663924,0.00020238508,0.00009941125,0.0005408023,0.00004772393,0.00018179584,0.0003356868,0.00011736164,0.00024069365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013099205,0.00008475239,0.7679229,0.00014405997,0.000015517242,0.000017166043,0.00007538329,0.000012984191,0.0005871309,0.0020648518,0.2279392,0.0010050955],"study_design_scores_gemma":[0.00043401428,0.00003638191,0.5346191,0.00012485532,0.0000360582,8.573368e-7,0.000018099156,0.000012342142,0.00011677968,0.0003031266,0.4641417,0.00015669284],"about_ca_topic_score_codex":0.011749143,"about_ca_topic_score_gemma":0.0030112155,"teacher_disagreement_score":0.23620248,"about_ca_system_score_codex":0.00003890308,"about_ca_system_score_gemma":0.000029905179,"threshold_uncertainty_score":0.9948317},"labels":[],"label_agreement":null},{"id":"W990592714","doi":"10.1007/s11142-015-9332-0","title":"CEO incentives and the health of defined benefit pension plans","year":2015,"lang":"en","type":"article","venue":"Review of Accounting Studies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":27,"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":"Pension; Pension plan; Incentive; Equity (law); Spillover effect; Business; Corporate finance; Public finance; Finance; Vesting; Accounting; Actuarial science; Labour economics; Public economics; Economics; Political science; Microeconomics","score_opus":0.042360475025119526,"score_gpt":0.3036497153691217,"score_spread":0.2612892403440022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W990592714","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":[0.5481598,0.44573277,0.000005178092,0.0038873225,0.00024856383,0.00064696436,0.0000053641343,0.000035888144,0.0012781796],"genre_scores_gemma":[0.8616522,0.13387756,0.00036939306,0.0036502304,0.00031340087,0.000018529292,0.000023241366,0.00002105466,0.00007441976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827945,0.000035707613,0.00080454204,0.00023010382,0.00044371616,0.00020648276],"domain_scores_gemma":[0.9973159,0.00018794191,0.001254903,0.00026863813,0.0009634521,0.000009153356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026793915,0.0001907466,0.0009862063,0.00013608756,0.00018864463,0.000036539226,0.00019975661,0.000023228718,0.000012160907],"category_scores_gemma":[0.0018665853,0.00011685081,0.00014762192,0.00062037905,0.00025995518,0.0004670821,0.000424503,0.00007750053,0.000013954498],"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":[0.00019449266,0.00011432612,0.85001624,0.0420628,0.00022666133,0.000002008394,0.0010988769,0.0000072232183,0.000025766272,0.06910734,0.024368424,0.012775822],"study_design_scores_gemma":[0.008288298,0.00019732301,0.56353855,0.1082056,0.0030560528,0.000008550491,0.0072658756,0.0015006114,0.00007757703,0.023924327,0.28235808,0.0015791685],"about_ca_topic_score_codex":0.0006917149,"about_ca_topic_score_gemma":0.00019330457,"teacher_disagreement_score":0.31349242,"about_ca_system_score_codex":0.00002525963,"about_ca_system_score_gemma":0.000029906656,"threshold_uncertainty_score":0.47650376},"labels":[],"label_agreement":null}]}