{"meta":{"query_hash":"e2a650406c8d","filters":{"venue":"Journal of Economic Surveys"},"cohort_total":49,"direct_labels_cover":1,"predictions_cover":49,"exported":49,"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/e2a650406c8d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Economic+Surveys"},"results":[{"id":"W1552718179","doi":"10.1111/joes.12034","title":"A SURVEY OF THE ECONOMICS OF PATENT SYSTEMS AND PROCEDURES","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":50,"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; Economics; Quality (philosophy); Public economics; Microeconomics","score_opus":0.15939746809186725,"score_gpt":0.21583556885016134,"score_spread":0.056438100758294085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552718179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09457227,0.69006604,0.03968201,0.025681186,0.00042507218,0.00011245765,0.0015038906,0.000118896925,0.14783818],"genre_scores_gemma":[0.43916047,0.53970355,0.00890338,0.0015863635,0.0018139869,0.00009296399,0.0006992629,0.000051122468,0.007988873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627614,0.0016171071,0.00025982087,0.00033394893,0.0013136672,0.00019930108],"domain_scores_gemma":[0.96244586,0.02984564,0.0028708847,0.0011082316,0.0033096634,0.00041975442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055400752,0.00043501912,0.000661237,0.009177376,0.0007072732,0.0039700405,0.00073522277,0.0013593911,0.007177731],"category_scores_gemma":[0.0158194,0.00044175985,0.0005543288,0.010141841,0.0025652824,0.006228947,0.00081684045,0.0011688943,0.000776465],"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":[0.000121054516,0.00018284647,0.013430103,0.0021797118,0.00011499092,0.00016601828,0.00033680975,0.008784231,0.00088212395,0.59705806,0.016450783,0.36029318],"study_design_scores_gemma":[0.000045135763,0.00036332777,0.07853458,0.0035033016,0.000098263714,0.0010673803,0.0011231753,0.012812953,0.001279741,0.45544213,0.4456228,0.00010727439],"about_ca_topic_score_codex":0.002500343,"about_ca_topic_score_gemma":0.0018011875,"teacher_disagreement_score":0.009177376,"about_ca_system_score_codex":0.0027942145,"about_ca_system_score_gemma":0.0017586405,"threshold_uncertainty_score":0.02929908},"labels":[],"label_agreement":null},{"id":"W1874496400","doi":"10.1111/j.1467-6419.2012.00728.x","title":"THEORIES OF ENTREPRENEURSHIP, INNOVATION AND THE BUSINESS CYCLE","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":60,"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":"Business cycle; Entrepreneurship; Economics; Key (lock); Creative destruction; Production (economics); Industrial organization; Neoclassical economics; Microeconomics; Macroeconomics; Computer science","score_opus":0.031122345259335868,"score_gpt":0.23386639165312453,"score_spread":0.20274404639378868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874496400","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42947483,0.049211215,0.15401618,0.043534294,0.0005649335,0.00027955836,0.0013549925,0.00023378726,0.32133028],"genre_scores_gemma":[0.9840193,0.0076488433,0.0028605703,0.00037862622,0.00021789319,0.00006759008,0.0001608494,0.000006730189,0.004639579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993604,0.00034268733,0.000032647713,0.00006394636,0.00012276022,0.0000776692],"domain_scores_gemma":[0.99187213,0.006302612,0.0007705801,0.00033949266,0.000427878,0.00028727987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019785904,0.00028433383,0.000514139,0.0025524732,0.0004890784,0.0027648218,0.00065415027,0.0010086562,0.0056195543],"category_scores_gemma":[0.00916692,0.0001773353,0.00037479328,0.0031011354,0.0022601483,0.0025232118,0.0010055174,0.0010407403,0.00043018436],"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":[0.000028204262,0.000050630886,0.008401408,0.000095833646,0.00002124323,0.00004989482,0.00019822134,0.011108509,0.0000439064,0.9509659,0.0028290092,0.026207285],"study_design_scores_gemma":[0.000014831151,0.000014153441,0.0029077474,0.00010053962,0.000011350299,0.0000550627,0.00027344882,0.01049518,0.00004367348,0.9780556,0.008021362,0.000007172628],"about_ca_topic_score_codex":0.001448096,"about_ca_topic_score_gemma":0.0011691009,"teacher_disagreement_score":0.0056195543,"about_ca_system_score_codex":0.0014281601,"about_ca_system_score_gemma":0.0011470775,"threshold_uncertainty_score":0.018799305},"labels":[],"label_agreement":null},{"id":"W1911183137","doi":"10.1111/j.1467-6419.2012.00732.x","title":"THE ‘WHO AND WHY’ OF LOTTERY: EMPIRICAL HIGHLIGHTS FROM THE SEMINAL ECONOMIC LITERATURE","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":44,"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":"Lottery; Economics; Commodity; Revenue; Public economics; State (computer science); Microeconomics; Financial economics; Market economy; Finance","score_opus":0.08425476831595244,"score_gpt":0.3765518168041051,"score_spread":0.29229704848815263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911183137","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47809473,0.22940962,0.023496345,0.14984457,0.0013569178,0.00016085201,0.00049756665,0.000044960616,0.117094465],"genre_scores_gemma":[0.9526715,0.039777707,0.0013668503,0.0031721888,0.0013354667,0.000036206045,0.00010988776,0.000025690146,0.0015045704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.99601775,0.0026877027,0.00015831842,0.0003541019,0.000599524,0.00018271687],"domain_scores_gemma":[0.79427785,0.1922482,0.006602073,0.0017930616,0.003848444,0.0012304061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012265555,0.00037301055,0.0010655243,0.0028281857,0.0011942812,0.0035615137,0.0011795678,0.0018979252,0.011520882],"category_scores_gemma":[0.06786298,0.00030355802,0.00041693464,0.004038231,0.008094955,0.0053264094,0.0014767732,0.0031897146,0.00066238706],"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":[0.0009377116,0.0008853331,0.049367264,0.0022787044,0.00021845436,0.0003976624,0.0079462845,0.0016824023,0.00016545311,0.6950214,0.017884716,0.22321457],"study_design_scores_gemma":[0.00011933614,0.0002661259,0.13419203,0.0051928624,0.00021518068,0.0005773545,0.01967995,0.0063951793,0.00034929035,0.7809176,0.051989306,0.00010576901],"about_ca_topic_score_codex":0.002115355,"about_ca_topic_score_gemma":0.0016820143,"teacher_disagreement_score":0.012265555,"about_ca_system_score_codex":0.0014244994,"about_ca_system_score_gemma":0.0012159334,"threshold_uncertainty_score":0.0648672},"labels":[],"label_agreement":null},{"id":"W1928658529","doi":"10.1111/j.1467-6419.2011.00698.x","title":"EMPIRICAL STUDIES OF GASOLINE RETAILING: A GUIDE TO THE LITERATURE","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":161,"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; Gasoline; Estimation; Microeconomics; Oil price; Work (physics); Econometrics; Empirical research; Selection (genetic algorithm); Monetary economics; Computer science","score_opus":0.12363251581238238,"score_gpt":0.3083594001958519,"score_spread":0.18472688438346951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928658529","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0123557495,0.88402677,0.02734303,0.026003916,0.0010279798,0.0004087331,0.0062609445,0.00020766574,0.042365182],"genre_scores_gemma":[0.0499639,0.8742045,0.049964778,0.005284815,0.0018669908,0.000841418,0.005927849,0.00017011761,0.011775621],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964676,0.0017831412,0.00051211606,0.00032388794,0.00080124586,0.000112039044],"domain_scores_gemma":[0.9621704,0.03110925,0.0019387619,0.0011125094,0.003198753,0.00047027523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053266496,0.0009074157,0.001123414,0.017853387,0.0011774601,0.0047859596,0.0015915775,0.0016660223,0.010947552],"category_scores_gemma":[0.022215094,0.00087637414,0.0009411541,0.033944793,0.0027786528,0.0062698787,0.0022373856,0.0029111318,0.003536266],"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":[0.00006674125,0.0007325359,0.032619387,0.011498631,0.00022709336,0.0007367774,0.002109145,0.005570863,0.0008361125,0.2545052,0.18314703,0.50795054],"study_design_scores_gemma":[0.00003366163,0.00014332827,0.0367145,0.029054519,0.00008684375,0.00090645027,0.0051211193,0.003875808,0.00064434373,0.119883046,0.8033896,0.0001468315],"about_ca_topic_score_codex":0.009168267,"about_ca_topic_score_gemma":0.0112358965,"teacher_disagreement_score":0.017853387,"about_ca_system_score_codex":0.0030878657,"about_ca_system_score_gemma":0.0025627753,"threshold_uncertainty_score":0.03662324},"labels":[],"label_agreement":null},{"id":"W1984564696","doi":"10.1111/j.1467-6419.2007.00506.x","title":"OPEN KNOWLEDGE DISCLOSURE: AN OVERVIEW OF THE EVIDENCE AND ECONOMIC MOTIVATIONS","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":70,"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":"Profit (economics); The Internet; Economics; Business; Sociology of scientific knowledge; Marketing; Sociology; Microeconomics; Social science; Computer science","score_opus":0.17072245154578553,"score_gpt":0.3892378974928937,"score_spread":0.2185154459471082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984564696","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06971943,0.88180745,0.002650351,0.02410695,0.00052814063,0.00008457595,0.00075586274,0.000020832802,0.020326326],"genre_scores_gemma":[0.36374706,0.6291278,0.0015722674,0.0029660594,0.0013601288,0.00007832316,0.0004734789,0.000015673613,0.0006592193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9826947,0.0082447035,0.002390527,0.001661891,0.00430195,0.0007062567],"domain_scores_gemma":[0.60095805,0.34735724,0.04135566,0.0033174774,0.005939537,0.0010721446],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.023112793,0.00051532243,0.0013384382,0.01050839,0.0008615478,0.0054345904,0.0015232967,0.0029268793,0.0070771957],"category_scores_gemma":[0.098988235,0.00046438104,0.0012586814,0.014380118,0.0037942086,0.006231277,0.0027744805,0.0024807774,0.0006038299],"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":[0.0015656085,0.0004807111,0.14346966,0.03773691,0.0016268452,0.0008741365,0.0021977234,0.0009257431,0.0004001287,0.106986806,0.01143597,0.6922997],"study_design_scores_gemma":[0.0004054129,0.0007482137,0.36134237,0.16754323,0.0041018613,0.0056056255,0.018303849,0.003731259,0.0035493742,0.15942316,0.27491233,0.00033326357],"about_ca_topic_score_codex":0.0014218037,"about_ca_topic_score_gemma":0.0011157384,"teacher_disagreement_score":0.9984767,"about_ca_system_score_codex":0.0019998755,"about_ca_system_score_gemma":0.0019574994,"threshold_uncertainty_score":0.12223357},"labels":[],"label_agreement":null},{"id":"W1991774331","doi":"10.1111/1467-6419.00133","title":"Corruption: A Review","year":2001,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1393,"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":"Language change; Work (physics); Key (lock); Political science; Economics; Public economics; Positive economics; Computer science; Computer security; Engineering","score_opus":0.1854469181765474,"score_gpt":0.42697248781733294,"score_spread":0.24152556964078553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991774331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011441025,0.9982963,0.00004444367,0.0006053113,0.00020252884,0.0000071125537,0.000027327787,0.0000029040646,0.0006996454],"genre_scores_gemma":[0.0006246588,0.99881434,0.000052176267,0.00020416362,0.00011992824,0.0000058224623,0.000023546187,6.8569625e-7,0.00015478022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877137,0.00034482736,0.00022827087,0.00014646458,0.00042040975,0.000088701076],"domain_scores_gemma":[0.9971186,0.0014791697,0.0004728784,0.000058651785,0.00073004985,0.00014072517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015530725,0.0010416202,0.00242748,0.007201342,0.00069015723,0.0023584205,0.0012060646,0.0017679451,0.006676896],"category_scores_gemma":[0.0048004785,0.0004479147,0.00080838974,0.01174981,0.00081722345,0.0030803576,0.0010586325,0.0012598886,0.0019780123],"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":[0.000086086824,0.000078532365,0.0009246432,0.053490978,0.00016454475,0.00036682858,0.0002987157,0.00037877227,0.00023452322,0.0038542221,0.08412227,0.8559998],"study_design_scores_gemma":[0.000018756424,0.00011127252,0.005759968,0.073805146,0.00029261294,0.001938698,0.0005530318,0.00011372284,0.00014983425,0.0028862627,0.91433895,0.00003177694],"about_ca_topic_score_codex":0.0045580454,"about_ca_topic_score_gemma":0.007887427,"teacher_disagreement_score":0.007201342,"about_ca_system_score_codex":0.001716327,"about_ca_system_score_gemma":0.00571785,"threshold_uncertainty_score":0.022336423},"labels":[],"label_agreement":null},{"id":"W2023019109","doi":"10.1111/1467-6419.00201","title":"Productivity, Technology and Economic Growth: What is the Relationship?","year":2003,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":130,"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":"Royal Society Te Apārangi","keywords":"Total factor productivity; Economics; Technological change; Growth accounting; Productivity; Technical change; Endogenous growth theory; Technical progress; Returns to scale; Macroeconomics; Neoclassical economics; Econometrics; Production (economics); Economic growth","score_opus":0.046306916291396015,"score_gpt":0.23754435033402385,"score_spread":0.19123743404262783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023019109","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14784513,0.3991749,0.025873672,0.33895734,0.0021257927,0.00006622709,0.0008897337,0.00012372588,0.084943436],"genre_scores_gemma":[0.70240474,0.27030256,0.0057452344,0.010424802,0.0047784997,0.00008598001,0.00035956892,0.00004979683,0.005848788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99861944,0.0005880949,0.00006309527,0.00020394419,0.00032349644,0.00020193835],"domain_scores_gemma":[0.9889286,0.008104984,0.0011327349,0.000299254,0.0010453273,0.00048914156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027312462,0.0007044291,0.0011568344,0.003845531,0.0013297417,0.0076219565,0.0009694702,0.003948483,0.008264373],"category_scores_gemma":[0.017147416,0.00035650693,0.000628713,0.010546691,0.006761974,0.018427595,0.0022362277,0.004203549,0.0013838586],"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":[0.0001787835,0.00026526485,0.059406172,0.0013768331,0.00020562454,0.00030761815,0.0021003468,0.0052052494,0.00038737207,0.71182287,0.019277584,0.19946636],"study_design_scores_gemma":[0.000027231505,0.00009044505,0.03355969,0.0010972738,0.00008302119,0.0003234517,0.0032908514,0.003263438,0.00027278412,0.90067977,0.057243176,0.000068810055],"about_ca_topic_score_codex":0.005303706,"about_ca_topic_score_gemma":0.0022389414,"teacher_disagreement_score":0.008264373,"about_ca_system_score_codex":0.0022883085,"about_ca_system_score_gemma":0.0016191871,"threshold_uncertainty_score":0.027647018},"labels":[],"label_agreement":null},{"id":"W2041906489","doi":"10.1111/j.1467-6419.2006.00269.x","title":"THE ECONOMIC THEORY OF VERTICAL RESTRAINTS","year":2006,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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":"Bank of Canada","funders":"","keywords":"Vertical restraints; Resale price maintenance; Franchise; Upstream (networking); Economics; Vertical integration; Market power; Bargaining power; Downstream (manufacturing); Consumer welfare; Industrial organization; Microeconomics; Unit (ring theory); Welfare; Market structure; Business; Market economy; Marketing; Monopoly; Operations management","score_opus":0.02872139662550778,"score_gpt":0.2304423944750688,"score_spread":0.20172099784956105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041906489","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07602062,0.0047780504,0.18346784,0.012796888,0.00030272861,0.00006946938,0.0003653781,0.00006569412,0.7221333],"genre_scores_gemma":[0.95718735,0.0026919055,0.0062795156,0.0006091605,0.0003472541,0.00007373531,0.00010501501,0.00002737916,0.032678753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99856204,0.00048381306,0.0000504265,0.00016177604,0.00050269277,0.00023924689],"domain_scores_gemma":[0.9975574,0.0011999519,0.00036512135,0.00034485164,0.0003821053,0.0001505903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015537536,0.00039401313,0.0004194953,0.0010427788,0.0012225617,0.0034720018,0.0009241258,0.0017218221,0.011883615],"category_scores_gemma":[0.0038156356,0.0003736994,0.00058646174,0.0018477576,0.007009519,0.004536616,0.0021670607,0.0021641375,0.00093604426],"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":[0.0000028138459,0.0000037018567,0.000077596844,0.0000066102334,0.0000024738404,0.0000129223645,0.00003214789,0.001479131,0.00002240194,0.99653256,0.0006053389,0.0012221541],"study_design_scores_gemma":[0.00000816415,0.0000055232763,0.00025105695,0.000023939678,0.000003132157,0.000027223698,0.000058946473,0.0043044724,0.000026805723,0.98414296,0.011143995,0.000003880555],"about_ca_topic_score_codex":0.0056349873,"about_ca_topic_score_gemma":0.0022351844,"teacher_disagreement_score":0.011883615,"about_ca_system_score_codex":0.0038319249,"about_ca_system_score_gemma":0.0014219338,"threshold_uncertainty_score":0.03975463},"labels":[],"label_agreement":null},{"id":"W2063556222","doi":"10.1111/1467-6419.00118","title":"What is Antidumping Policy Really About?","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dumping; Context (archaeology); Economics; Government (linguistics); Competition (biology); Variety (cybernetics); Competition policy; Commercial policy; International economics; International trade; Law and economics; Public economics; European union","score_opus":0.06285491138895065,"score_gpt":0.2583399532818641,"score_spread":0.19548504189291344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063556222","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012112156,0.030500293,0.0050403606,0.86186147,0.0030247457,0.000024829797,0.0002613704,0.000036821348,0.08713793],"genre_scores_gemma":[0.65826297,0.062343866,0.0035859784,0.24115607,0.009202763,0.00015900069,0.00024261317,0.00012305724,0.024923705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991351,0.0037028692,0.00032116487,0.0009591313,0.002258547,0.0014072377],"domain_scores_gemma":[0.9815198,0.009991493,0.0027780219,0.00077209785,0.003897785,0.0010407413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074070934,0.00043434137,0.000946934,0.0021704424,0.004852616,0.013622272,0.0012808351,0.0115632005,0.011402585],"category_scores_gemma":[0.040424883,0.00028777748,0.00043203394,0.004124176,0.015454858,0.021913938,0.0019610734,0.009343277,0.0017198233],"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":[0.00004319788,0.00008009516,0.0049424064,0.00048389603,0.000042582906,0.00015258415,0.0030002093,0.0003198159,0.00018396192,0.8530463,0.068450935,0.0692541],"study_design_scores_gemma":[0.000015131086,0.000038523638,0.0075793364,0.0017158003,0.000026650818,0.00021738319,0.008992251,0.00028687276,0.0005086088,0.67431575,0.30624533,0.000058412497],"about_ca_topic_score_codex":0.009287087,"about_ca_topic_score_gemma":0.0056151063,"teacher_disagreement_score":0.013622272,"about_ca_system_score_codex":0.008143333,"about_ca_system_score_gemma":0.0075395727,"threshold_uncertainty_score":0.059084296},"labels":[],"label_agreement":null},{"id":"W2078578099","doi":"10.1111/1467-6419.00148","title":"Standardization of Network Technologies: Market Processes or the Result of Inter‐Firm Co‐operation?","year":2001,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Digital Platforms and Economics","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":"Western University","funders":"Fondation HEC","keywords":"Standardization; Typology; Field (mathematics); Industrial organization; Economics; Technological evolution; Telecommunications; Emerging technologies; Network effect; Marketing; Computer science; Business; Sociology; Artificial intelligence","score_opus":0.028868932053396894,"score_gpt":0.24622870606584954,"score_spread":0.21735977401245266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078578099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39754066,0.011504743,0.30542663,0.034617625,0.0005948109,0.00032052727,0.00036063962,0.00026117786,0.24937321],"genre_scores_gemma":[0.97865534,0.004173141,0.011867957,0.00040594972,0.00027501272,0.00016236339,0.000103451195,0.00004022756,0.004316568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937982,0.002968038,0.0003012494,0.0008504905,0.0016351296,0.00044683245],"domain_scores_gemma":[0.9746096,0.013687506,0.005102443,0.0039551887,0.0020659715,0.00057940435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009233789,0.0004701055,0.00077441667,0.0028301012,0.001117887,0.008649389,0.0014371716,0.0020844054,0.0049555725],"category_scores_gemma":[0.029585036,0.00034945726,0.0004724327,0.005317764,0.007542678,0.025434775,0.0025669304,0.0014722736,0.0006178655],"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":[0.000036723734,0.00007163574,0.0061614956,0.00018524299,0.000037917373,0.000066243,0.0027977284,0.0015359826,0.00038229764,0.9305698,0.0009981161,0.05715685],"study_design_scores_gemma":[0.000023928053,0.00007221299,0.007928308,0.00028111404,0.00004280315,0.00015078769,0.0047506904,0.00627612,0.00093153055,0.9466457,0.032855928,0.00004095101],"about_ca_topic_score_codex":0.0010131472,"about_ca_topic_score_gemma":0.00062128145,"teacher_disagreement_score":0.009233789,"about_ca_system_score_codex":0.0023887656,"about_ca_system_score_gemma":0.0016368516,"threshold_uncertainty_score":0.04883355},"labels":[],"label_agreement":null},{"id":"W2081413263","doi":"10.1111/1467-6419.00179","title":"Sinning in the Basement: What are the Rules? The Ten Commandments of Applied Econometrics","year":2002,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":95,"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":"Honor; Ten Commandments; Econometrics; Economics; Econometric model; Bounding overwatch; Computer science; Law; Political science; Artificial intelligence","score_opus":0.1586733601870139,"score_gpt":0.24024466056214933,"score_spread":0.08157130037513544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081413263","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030245377,0.042026624,0.21785444,0.5560288,0.01011195,0.0002264695,0.00060191285,0.000781745,0.14212283],"genre_scores_gemma":[0.6393056,0.06571389,0.15662925,0.06943901,0.015278089,0.00080934487,0.00068886846,0.0012946695,0.050841335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9767791,0.012815356,0.0020198103,0.0013370997,0.0061295484,0.00091905746],"domain_scores_gemma":[0.93865514,0.034586146,0.0052010915,0.009313118,0.009811124,0.0024334576],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030338459,0.0006151279,0.0012097067,0.0026915197,0.0030611982,0.015306347,0.001746028,0.0029388517,0.006699556],"category_scores_gemma":[0.1298067,0.000723659,0.0006748845,0.004627673,0.023526793,0.015717462,0.0036294179,0.009939299,0.0033446837],"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":[0.000038411443,0.000062792365,0.004181001,0.00018324865,0.0000311708,0.000077532,0.0019636475,0.0005649653,0.00017325164,0.8406684,0.050845314,0.10121022],"study_design_scores_gemma":[0.000020998676,0.000014909788,0.0019686627,0.0004073463,0.000012561982,0.00005932392,0.0013152316,0.0012310551,0.00022922734,0.90456474,0.09013737,0.000038655933],"about_ca_topic_score_codex":0.005798391,"about_ca_topic_score_gemma":0.007673292,"teacher_disagreement_score":0.96966153,"about_ca_system_score_codex":0.0023012233,"about_ca_system_score_gemma":0.0043785744,"threshold_uncertainty_score":0.160447},"labels":[],"label_agreement":null},{"id":"W2091729448","doi":"10.1111/1467-6419.00111","title":"The US Antitrust System and Recent Trends in Antitrust Enforcement","year":2000,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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":"Wilfrid Laurier University","funders":"","keywords":"Consent decree; Deregulation; Commission; Economics; Enforcement; Government (linguistics); Law enforcement; Economic Justice; Law and economics; Law; Macroeconomics; Political science; Finance; Microeconomics","score_opus":0.026804276401980742,"score_gpt":0.2341904535087642,"score_spread":0.20738617710678345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091729448","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71450955,0.16498965,0.01109315,0.033267584,0.0004963492,0.000046586465,0.0031358674,0.0001747085,0.07228657],"genre_scores_gemma":[0.93864524,0.05113345,0.0026351314,0.0016829068,0.0008455987,0.000018258486,0.0017000759,0.000052178035,0.003287158],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800724,0.0003350627,0.0003407952,0.00037549695,0.0007682554,0.00017320624],"domain_scores_gemma":[0.97375643,0.00858716,0.010073318,0.0006916499,0.0063233017,0.0005682091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026114078,0.00023301295,0.00036155558,0.008229526,0.000573416,0.0032673532,0.00046315556,0.0012502075,0.0031420905],"category_scores_gemma":[0.015973425,0.00030035852,0.00038398447,0.021603053,0.0014907796,0.0034510908,0.0006909954,0.0015000849,0.0003986816],"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":[0.00036585165,0.00026778178,0.37323722,0.00102183,0.0002604942,0.00034560074,0.0025041632,0.0075315963,0.0015066016,0.10316163,0.020070223,0.48972693],"study_design_scores_gemma":[0.000020715172,0.00029727852,0.7681904,0.00094187976,0.00016096944,0.0009244249,0.002476389,0.009626786,0.0020226066,0.025256723,0.18996973,0.00011213413],"about_ca_topic_score_codex":0.018121544,"about_ca_topic_score_gemma":0.022509694,"teacher_disagreement_score":0.018121544,"about_ca_system_score_codex":0.0033751335,"about_ca_system_score_gemma":0.0013404551,"threshold_uncertainty_score":0.03603214},"labels":[],"label_agreement":null},{"id":"W2098976973","doi":"10.1111/j.1467-6419.2006.00502.x","title":"A GUIDE TO WAVELETS FOR ECONOMISTS*","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":410,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wavelet; Exploratory analysis; Economics; Economic analysis; Engineering economics; Computer science; Data science; Econometrics; Management science; Industrial engineering; Engineering; Artificial intelligence; Classical economics; Finance","score_opus":0.03588054295367798,"score_gpt":0.33958616939649905,"score_spread":0.30370562644282106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098976973","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001452306,0.19175796,0.4149641,0.12399545,0.02353357,0.00034191873,0.0048646573,0.0034274862,0.23566252],"genre_scores_gemma":[0.027675627,0.26497123,0.43375677,0.028146898,0.021202244,0.0016056501,0.0038467068,0.0027182463,0.21607666],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990631,0.00033915823,0.00011667024,0.00011545779,0.00030452802,0.000061125036],"domain_scores_gemma":[0.99548054,0.0029114238,0.00017787969,0.0003352471,0.0009422731,0.00015268814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025471505,0.0013741873,0.0010345835,0.0027211392,0.0006962814,0.0022420604,0.0013314969,0.0021285333,0.024218086],"category_scores_gemma":[0.009446422,0.00069093774,0.00060304085,0.0033273771,0.001766733,0.0038533462,0.0012069788,0.0064246645,0.024961919],"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":[0.00001673094,0.000037573816,0.00015960734,0.0003182707,0.000012624721,0.0001115351,0.00025322812,0.0008840579,0.00032611235,0.34240454,0.55368805,0.10178761],"study_design_scores_gemma":[0.000008917891,0.000011608671,0.00016186276,0.00028860715,0.0000026198256,0.00010979047,0.00006992798,0.0010163976,0.0000790093,0.1904583,0.8077806,0.000012368815],"about_ca_topic_score_codex":0.001575206,"about_ca_topic_score_gemma":0.0018878469,"teacher_disagreement_score":0.024218086,"about_ca_system_score_codex":0.0009770413,"about_ca_system_score_gemma":0.0013966863,"threshold_uncertainty_score":0.081017554},"labels":[],"label_agreement":null},{"id":"W2099515531","doi":"10.1111/j.1467-6419.2010.00643.x","title":"LONGITUDINAL STUDIES OF HUMAN GROWTH AND HEALTH: A REVIEW OF RECENT HISTORICAL RESEARCH","year":2010,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Birth, Development, and Health","field":"Medicine","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 Guelph","funders":"","keywords":"Anthropometry; Population health; Welfare; Population; Economics; Empirical research; Empirical evidence; Demography; Sociology","score_opus":0.5762511083457617,"score_gpt":0.5352721828847604,"score_spread":0.04097892546100124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099515531","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000079643396,0.9993181,0.00005511016,0.00032034062,0.000059208756,0.0000018842738,0.000015133585,0.0000010883927,0.00014948213],"genre_scores_gemma":[0.0005961039,0.9991359,0.00007730093,0.00007033392,0.00007877663,0.0000035611367,0.000011307345,4.669605e-7,0.000026258316],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987041,0.00048776032,0.00023807657,0.00023868606,0.00028916402,0.000042126652],"domain_scores_gemma":[0.98521036,0.012388803,0.0008595951,0.00025380362,0.001111484,0.00017594284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005332711,0.0009356028,0.0025135346,0.006847911,0.00046992092,0.0015869085,0.0011532207,0.0012065787,0.0034322597],"category_scores_gemma":[0.012531259,0.0007203371,0.0007647838,0.011540214,0.0016120516,0.0028683695,0.0011527565,0.0016875346,0.00072653836],"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":[0.00011127185,0.00008323932,0.0024980574,0.062416106,0.0004012564,0.00014871641,0.00046672925,0.00044108115,0.0002273618,0.010778247,0.0149762845,0.9074517],"study_design_scores_gemma":[0.000036269124,0.00021195103,0.025202632,0.16529916,0.0011158612,0.0014567814,0.0014576819,0.00031145097,0.00031311013,0.01533084,0.7891526,0.00011167971],"about_ca_topic_score_codex":0.005499814,"about_ca_topic_score_gemma":0.007720185,"teacher_disagreement_score":0.006847911,"about_ca_system_score_codex":0.0018511773,"about_ca_system_score_gemma":0.003517838,"threshold_uncertainty_score":0.028202415},"labels":[],"label_agreement":null},{"id":"W2113223500","doi":"10.1111/joes.12091","title":"A SURVEY OF THE ECONOMICS OF FAIR TRADE","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":39,"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":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Developing country; Fair trade; Free trade; Productivity; Globalization; Context (archaeology); Poverty; Goods and services; Market access; Trade barrier; Empirical evidence; International economics; International trade; Economic growth; Agriculture; Market economy","score_opus":0.034102620108329804,"score_gpt":0.25123352218289374,"score_spread":0.21713090207456393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113223500","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018405698,0.82045627,0.005056984,0.02317192,0.000812319,0.000040613857,0.00047097466,0.000025292718,0.13155997],"genre_scores_gemma":[0.17122157,0.8149432,0.0013398335,0.0019049802,0.0018509495,0.000033893633,0.00024769042,0.00002146574,0.008436399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987527,0.00052343716,0.00007816224,0.000118697586,0.00043119738,0.00009577103],"domain_scores_gemma":[0.9894253,0.008398284,0.0005998234,0.00035383913,0.0010539152,0.00016886975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027848366,0.000504924,0.0006057205,0.0068175653,0.0009319076,0.0033384184,0.00045183342,0.0012617601,0.009701337],"category_scores_gemma":[0.006916987,0.0002968113,0.00039843997,0.0110781705,0.003123141,0.0049825106,0.0010418235,0.0014492887,0.00082674396],"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":[0.00008757895,0.00014714403,0.0074380473,0.0025122846,0.000059700138,0.0002702638,0.00072550506,0.0033439116,0.00032252143,0.6071453,0.04980459,0.32814318],"study_design_scores_gemma":[0.000012732969,0.0000761078,0.018454714,0.0042929044,0.000021903332,0.00042492256,0.0013671658,0.0016163719,0.00020827808,0.20738205,0.76610434,0.000038528087],"about_ca_topic_score_codex":0.0042675394,"about_ca_topic_score_gemma":0.0032075227,"teacher_disagreement_score":0.009701337,"about_ca_system_score_codex":0.002723458,"about_ca_system_score_gemma":0.001748727,"threshold_uncertainty_score":0.032454193},"labels":[],"label_agreement":null},{"id":"W2121716697","doi":"10.1111/joes.12110","title":"RADICALISM VERSUS GRADUALISM: AN ANALYTICAL SURVEY OF THE TRANSITION STRATEGY DEBATE","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","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":"Japan Society for the Promotion of Science; Ministry of Education and Science","keywords":"Gradualism; Political radicalism; Viewpoints; Transition (genetics); Economics; Communism; Soviet union; Post communist; Quarter (Canadian coin); Positive economics; Political science; Politics; Law; History","score_opus":0.24708607556848938,"score_gpt":0.378618910838685,"score_spread":0.1315328352701956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121716697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189633,0.00090660376,0.0006483272,0.00055960927,0.0000096658705,0.000034457313,0.00013670593,0.000002514968,0.005805754],"genre_scores_gemma":[0.9987306,0.00047960735,0.000244388,0.00008889561,0.000011704732,0.000024644232,0.000099825615,0.0000028836093,0.0003175527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9866508,0.008855033,0.0010697604,0.00068515085,0.0020614644,0.0006777146],"domain_scores_gemma":[0.9059733,0.07030535,0.010548604,0.0017616788,0.010189983,0.0012210942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017024597,0.00016855822,0.00036130406,0.012020708,0.0019507507,0.0038444698,0.00065119995,0.0007258242,0.002139054],"category_scores_gemma":[0.046485562,0.00018300921,0.00029069802,0.011778452,0.0025499722,0.0028787914,0.0023612427,0.00083805487,0.00020198802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028642893,0.00014617476,0.5182833,0.0007197998,0.00010138139,0.00041702954,0.37991786,0.00030295365,0.0020355056,0.03369707,0.0018475596,0.062244944],"study_design_scores_gemma":[0.000015031618,0.00020945493,0.37501472,0.0008975153,0.000062066225,0.00028409227,0.57489485,0.0012582539,0.0014046894,0.0053761606,0.0405365,0.00004662269],"about_ca_topic_score_codex":0.0026779962,"about_ca_topic_score_gemma":0.0036021771,"teacher_disagreement_score":0.017024597,"about_ca_system_score_codex":0.0030805727,"about_ca_system_score_gemma":0.0016682764,"threshold_uncertainty_score":0.09003574},"labels":[],"label_agreement":null},{"id":"W2123381515","doi":"10.1111/joes.12081","title":"CHINA'S SERVICE TRADE","year":2014,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Centre for International Governance Innovation; Western University","funders":"","keywords":"China; Comparative advantage; Openness to experience; Economics; International trade; Tertiary sector of the economy; Trade barrier; Service (business); International economics; Foreign direct investment; Economy; Geography; Macroeconomics","score_opus":0.05670771128094018,"score_gpt":0.2178738292927735,"score_spread":0.1611661180118333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123381515","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230458,0.0047876067,0.0005596561,0.0018705059,0.00011260982,0.000038497757,0.016033499,0.00013025996,0.053421684],"genre_scores_gemma":[0.9791027,0.0018291258,0.00027160253,0.00018609644,0.000061991246,0.000016006992,0.0075708367,0.0000076047886,0.0109541295],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996977,0.00002126316,0.000027379907,0.000045857916,0.000113486225,0.00009433045],"domain_scores_gemma":[0.9991609,0.000059142614,0.00026673774,0.000061128514,0.00031556975,0.0001366943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038020752,0.00029619847,0.00018088678,0.0031364155,0.0006876575,0.0009904079,0.00022115961,0.00020854181,0.0064471243],"category_scores_gemma":[0.00073547295,0.00007380083,0.0002614128,0.007960508,0.00032144145,0.0006605806,0.0006255529,0.0002370625,0.0005746013],"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":[0.00022381863,0.00004953229,0.72973216,0.00082806067,0.00015784249,0.0009562175,0.0021435462,0.003189896,0.002441546,0.022576228,0.039294075,0.19840705],"study_design_scores_gemma":[0.000007664021,0.00006704691,0.9045635,0.00006806288,0.000042230335,0.00016905867,0.0007017903,0.0017396351,0.000664603,0.0009313026,0.09102873,0.000016339764],"about_ca_topic_score_codex":0.06492845,"about_ca_topic_score_gemma":0.06529022,"teacher_disagreement_score":0.06492845,"about_ca_system_score_codex":0.0020711026,"about_ca_system_score_gemma":0.003033392,"threshold_uncertainty_score":0.12910104},"labels":[],"label_agreement":null},{"id":"W2141456221","doi":"10.1111/joes.12128","title":"SAVINGS AND WEALTH ACCUMULATION: MEASUREMENT, INFLUENCES AND INSTITUTIONS","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"National wealth; Inequality; Distribution of wealth; Wealth distribution; Sovereign wealth fund; Distribution (mathematics); Wealth elasticity of demand; Wealth effect","score_opus":0.30273222441158176,"score_gpt":0.33290942630545384,"score_spread":0.030177201893872074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141456221","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88665694,0.019023912,0.0041444367,0.015468378,0.00020732026,0.00004590878,0.0021399038,0.00004598283,0.072267234],"genre_scores_gemma":[0.99442947,0.003533121,0.00045137125,0.00016846038,0.00020535724,0.000013639598,0.00022730955,0.000010052856,0.00096129574],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996702,0.0021486885,0.00017321212,0.00030739277,0.0005313895,0.00013735465],"domain_scores_gemma":[0.95306396,0.028632518,0.01145647,0.0021017015,0.0037079495,0.0010373511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005260625,0.00017176043,0.0002958341,0.0027757739,0.00040989107,0.0031847595,0.00026118857,0.00029060993,0.004718768],"category_scores_gemma":[0.03586901,0.0001485362,0.00011252033,0.0066188127,0.0020264303,0.0020963487,0.0018853794,0.00080004585,0.0003773189],"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":[0.00018686417,0.00011466775,0.77657163,0.00022276907,0.00020353033,0.00006861799,0.0047967634,0.0013080821,0.00018652908,0.0817095,0.00891112,0.12571998],"study_design_scores_gemma":[0.0000067344313,0.000057476962,0.92796266,0.00040804152,0.000065636304,0.000076907316,0.003907865,0.0012525176,0.00035789772,0.045623783,0.020255748,0.000024724022],"about_ca_topic_score_codex":0.003951644,"about_ca_topic_score_gemma":0.003684373,"teacher_disagreement_score":0.005260625,"about_ca_system_score_codex":0.0007536009,"about_ca_system_score_gemma":0.0007155795,"threshold_uncertainty_score":0.027821183},"labels":[],"label_agreement":null},{"id":"W2141649064","doi":"10.1111/1467-6419.00146","title":"Impeerfect Intersectoral Labour Mobility and Welfare in International Trade","year":2001,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Relocation; Welfare; Shock (circulatory); Economics; Labour economics; General equilibrium theory; Microeconomics; Market economy; Computer science","score_opus":0.05063231205778975,"score_gpt":0.2453515558860252,"score_spread":0.19471924382823544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141649064","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.888944,0.0023451627,0.040491555,0.004017465,0.000031075735,0.00003404365,0.00030017496,0.000046926496,0.06378964],"genre_scores_gemma":[0.99620545,0.0006205535,0.0011248846,0.000056179466,0.000015121176,0.000018501356,0.000068076224,0.000006104132,0.0018851301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878305,0.000577976,0.000039184208,0.00012018105,0.00012329839,0.00035628307],"domain_scores_gemma":[0.9977029,0.0010059187,0.00065139966,0.00028709526,0.00016048226,0.00019222312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535962,0.00030007976,0.000622374,0.0014251221,0.0012765932,0.003026173,0.00068414916,0.0012279331,0.007574312],"category_scores_gemma":[0.005678854,0.00027082494,0.0007149241,0.0026257595,0.0030637223,0.0046639624,0.0038404053,0.00093518535,0.00036760987],"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":[0.00017025183,0.00012131039,0.020319466,0.00007973921,0.000094769355,0.00028980014,0.0006964097,0.087281115,0.00024159298,0.8665812,0.0013045486,0.022819975],"study_design_scores_gemma":[0.000020515556,0.000059710306,0.012133697,0.00007155684,0.000028901677,0.00024752208,0.0019449671,0.054443255,0.0001298665,0.9267132,0.004186856,0.000019984222],"about_ca_topic_score_codex":0.0048447037,"about_ca_topic_score_gemma":0.0041451077,"teacher_disagreement_score":0.007574312,"about_ca_system_score_codex":0.0030568487,"about_ca_system_score_gemma":0.00093637605,"threshold_uncertainty_score":0.02533865},"labels":[],"label_agreement":null},{"id":"W2144213042","doi":"10.1111/j.0950-0804.2006.00282.x","title":"The Effectiveness of Anti-Smoking Legislation: A Review","year":2006,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":54,"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":"Government of Canada","keywords":"Legislation; Economics; Public economics; Political science; Law","score_opus":0.0759047360363438,"score_gpt":0.3757556192496419,"score_spread":0.2998508832132981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144213042","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014968173,0.9993517,0.000028107419,0.0001251529,0.000038918664,0.0000052717064,0.000018554321,0.0000018362454,0.00028085968],"genre_scores_gemma":[0.001111041,0.99864393,0.0000725639,0.00008204519,0.000025200088,0.0000060173847,0.000013343864,5.36626e-7,0.00004519258],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984244,0.0004629702,0.00033117246,0.00019643693,0.0005325391,0.00005253359],"domain_scores_gemma":[0.9939062,0.004219201,0.00082824036,0.000072355455,0.00086298044,0.000111047855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032621813,0.0008590189,0.003327018,0.005293316,0.00030099662,0.0013962827,0.0015079094,0.00151553,0.003680834],"category_scores_gemma":[0.007926602,0.00062550645,0.0012513931,0.0074943723,0.00051616994,0.0015240692,0.0005509058,0.0007821509,0.0008056286],"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":[0.00019750072,0.00008575199,0.0007527327,0.23542733,0.00085418124,0.00019837567,0.00013902447,0.0003096073,0.0005532429,0.0013091739,0.009907481,0.7502656],"study_design_scores_gemma":[0.00016643606,0.00076441886,0.012026232,0.30315733,0.007249703,0.0017495637,0.00052262115,0.00031129035,0.0015205358,0.0018139181,0.6706495,0.00006836818],"about_ca_topic_score_codex":0.0043630367,"about_ca_topic_score_gemma":0.008316805,"teacher_disagreement_score":0.005293316,"about_ca_system_score_codex":0.0012542588,"about_ca_system_score_gemma":0.0042628064,"threshold_uncertainty_score":0.017252266},"labels":[],"label_agreement":null},{"id":"W2153392429","doi":"10.1111/j.1467-6419.2012.00724.x","title":"A SURVEY OF THE INNOVATION SURVEYS","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Survey data collection; Economics; Economic geography","score_opus":0.09783950594619775,"score_gpt":0.267780279700068,"score_spread":0.16994077375387026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153392429","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78879404,0.018386697,0.0240035,0.011104793,0.00062286394,0.0011327715,0.08351677,0.00057532697,0.07186312],"genre_scores_gemma":[0.89156806,0.013986721,0.012528656,0.0046291533,0.0004801905,0.0017507217,0.049490605,0.00017051195,0.025395403],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835616,0.007856453,0.0016195916,0.0012656108,0.004815335,0.00088149606],"domain_scores_gemma":[0.91283745,0.041109316,0.010850492,0.0056827525,0.026481444,0.0030385065],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012458831,0.00025178576,0.00046942578,0.0091937585,0.0005117274,0.0015306941,0.00073017593,0.0011603163,0.0056490237],"category_scores_gemma":[0.04065922,0.00030153317,0.00039095292,0.011570278,0.0004354996,0.0016486102,0.0013823577,0.00090236415,0.0031682295],"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":[0.00028353895,0.00030964104,0.5153219,0.0018314131,0.00013634362,0.00022597244,0.0048431135,0.0007102366,0.0022457452,0.016964037,0.10931561,0.34781244],"study_design_scores_gemma":[0.00003047024,0.00038641944,0.54028165,0.00074651383,0.000035260375,0.0004975299,0.0035989292,0.0017090747,0.0012715539,0.0017917503,0.44959924,0.000051669005],"about_ca_topic_score_codex":0.0045780432,"about_ca_topic_score_gemma":0.00272182,"teacher_disagreement_score":0.9875412,"about_ca_system_score_codex":0.0017098953,"about_ca_system_score_gemma":0.0024440202,"threshold_uncertainty_score":0.06588936},"labels":[],"label_agreement":null},{"id":"W2153541381","doi":"10.1111/joes.12117","title":"COMMERCIAL PROPERTY PRICE INDEXES AND THE SYSTEM OF NATIONAL ACCOUNTS","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Australian Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Price index; Economics; Depreciation (economics); Property (philosophy); National accounts; Index (typography); Econometrics; Industrial production index; Productivity; Service (business); Production (economics); Microeconomics; Macroeconomics; Economy; Computer science","score_opus":0.07234769479175818,"score_gpt":0.24053267289230443,"score_spread":0.16818497810054625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153541381","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38571644,0.005615695,0.32182118,0.0042145704,0.000856241,0.0004719205,0.028778959,0.001296283,0.25122872],"genre_scores_gemma":[0.90999514,0.0010027105,0.07281602,0.00012925165,0.0002531665,0.0002224937,0.0076762494,0.00009896704,0.007806016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9935167,0.002738588,0.00067644025,0.00060525414,0.002294025,0.00016911553],"domain_scores_gemma":[0.9655905,0.015986493,0.0062106303,0.0036688563,0.008147433,0.00039616463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058962256,0.00033194537,0.00048881583,0.004359428,0.0006176382,0.0041874126,0.001134578,0.0004432808,0.010836252],"category_scores_gemma":[0.055641763,0.0002990077,0.00033113494,0.013085046,0.0009240399,0.004859709,0.0013683257,0.0008689972,0.0015934478],"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":[0.00020381603,0.00009209401,0.16210058,0.0003386888,0.00020473692,0.00008992171,0.0006257339,0.01597857,0.0005592935,0.58576727,0.027967358,0.20607191],"study_design_scores_gemma":[0.000049866216,0.0001403436,0.27174568,0.00038890718,0.0001071786,0.00030075613,0.0011878393,0.29386246,0.0031928094,0.28480673,0.14405744,0.00016007532],"about_ca_topic_score_codex":0.009417628,"about_ca_topic_score_gemma":0.0062071723,"teacher_disagreement_score":0.010836252,"about_ca_system_score_codex":0.0022445503,"about_ca_system_score_gemma":0.0013333185,"threshold_uncertainty_score":0.03625083},"labels":[],"label_agreement":null},{"id":"W2166136702","doi":"10.1111/j.1467-6419.2009.00601.x","title":"PRICE‐LEVEL TARGETING AND STABILISATION POLICY: A SURVEY","year":2009,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Université du Québec à Montréal","funders":"","keywords":"Economics; Commit; Inflation (cosmology); Price level; Rational expectations; Monetary policy; Inflation targeting; Public economics; Monetary economics; Macroeconomics; Microeconomics; Computer science","score_opus":0.1437321184841896,"score_gpt":0.27282502175364887,"score_spread":0.12909290326945927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166136702","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077231433,0.95024025,0.0049880412,0.008339801,0.00049132574,0.000020784773,0.00016554553,0.000034167395,0.027997],"genre_scores_gemma":[0.035222042,0.95890695,0.0015647305,0.00082370464,0.001203369,0.000020468864,0.00013086779,0.000018856963,0.0021089825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799097,0.0006355857,0.00026107777,0.00021127344,0.0007778185,0.00012328454],"domain_scores_gemma":[0.9835579,0.012832092,0.0012579889,0.00031156567,0.0018373008,0.00020321389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031821085,0.00050623284,0.0012179282,0.0045811213,0.0003798456,0.0030002738,0.0007078939,0.0020371345,0.0066469857],"category_scores_gemma":[0.012663404,0.00045156217,0.0005847051,0.009207939,0.0011275052,0.0036926812,0.00083151826,0.0015056818,0.0011681152],"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":[0.00020512179,0.00016262657,0.0045500295,0.006174284,0.00010932036,0.00015198154,0.00026220718,0.005891321,0.00037275403,0.08358099,0.019594776,0.8789445],"study_design_scores_gemma":[0.000048417536,0.00039935097,0.019356897,0.008579092,0.00016531177,0.0009266608,0.00073559216,0.006043357,0.0009424998,0.07660859,0.88612205,0.00007211997],"about_ca_topic_score_codex":0.0022405419,"about_ca_topic_score_gemma":0.0013829627,"teacher_disagreement_score":0.0066469857,"about_ca_system_score_codex":0.0014723773,"about_ca_system_score_gemma":0.0015122737,"threshold_uncertainty_score":0.022236407},"labels":[],"label_agreement":null},{"id":"W2248233539","doi":"10.1111/joes.12211","title":"DOES ICT GENERATE ECONOMIC GROWTH? A META‐REGRESSION ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"ICT Impact and Policies","field":"Engineering","cited_by":248,"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":"Grantová Agentura České Republiky","keywords":"Information and Communications Technology; Economics; Landline; Productivity; Developing country; Meta-regression; Econometrics; The Internet; Macroeconomics; Meta-analysis; Economic growth; Phone; Computer science","score_opus":0.02628539613312227,"score_gpt":0.26663317330571035,"score_spread":0.24034777717258807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248233539","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06003602,0.9153667,0.012871736,0.003280756,0.0009878488,0.0007016053,0.004210505,0.00021977712,0.0023249472],"genre_scores_gemma":[0.8569489,0.13075092,0.005542946,0.0018656275,0.00056430977,0.0013326778,0.001905001,0.00015218802,0.0009374096],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.96522176,0.023545811,0.0057575856,0.0028893645,0.001972816,0.0006128167],"domain_scores_gemma":[0.85691595,0.12091815,0.011101034,0.00714262,0.0032797966,0.00064252876],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.036113527,0.002000261,0.0062170215,0.0066478383,0.00051797996,0.004048856,0.002445461,0.0022306372,0.0056166854],"category_scores_gemma":[0.10321832,0.00092750957,0.03492668,0.0074740197,0.0010372472,0.0019574985,0.0016254322,0.0026146525,0.0008215318],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020063808,0.000055680335,0.05684409,0.064227566,0.85930884,0.00022506277,0.0001533035,0.001947535,0.00026022622,0.0010491675,0.0014405947,0.012481579],"study_design_scores_gemma":[0.0005324199,0.00047920924,0.023560751,0.012270009,0.9533574,0.00018939549,0.00015688252,0.0023999293,0.0005227139,0.002149065,0.0043448713,0.000037469832],"about_ca_topic_score_codex":0.0034408155,"about_ca_topic_score_gemma":0.0031342728,"teacher_disagreement_score":0.993783,"about_ca_system_score_codex":0.0015340165,"about_ca_system_score_gemma":0.001649067,"threshold_uncertainty_score":0.1909889},"labels":[],"label_agreement":null},{"id":"W2521108914","doi":"10.1111/joes.12199","title":"LOCAL LABOR MARKETS AND NATURAL RESOURCES: A SYNTHESIS OF THE LITERATURE","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Mining and Resource Management","field":"Engineering","cited_by":101,"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 Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Earnings; Natural resource; Labor demand; Labour economics; Population; Spillover effect; Poverty; Educational attainment; Personnel economics; Distribution (mathematics); Labor relations; Wage; Economic growth; Microeconomics; Sociology","score_opus":0.007084159316866482,"score_gpt":0.19979767911817847,"score_spread":0.192713519801312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521108914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013404267,0.99672467,0.00021814919,0.00064907846,0.00009267353,0.000031118423,0.0002103913,0.0000031739123,0.0007304261],"genre_scores_gemma":[0.014715387,0.98403186,0.00044429014,0.0003583173,0.00009979496,0.00008444623,0.00015625134,0.0000028381746,0.00010680208],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794143,0.000892547,0.0004892938,0.00028184126,0.00031538756,0.00007949682],"domain_scores_gemma":[0.9849605,0.01279028,0.0011699414,0.00017288866,0.0007915839,0.00011476947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004170593,0.00092758075,0.002667184,0.009661375,0.00047588695,0.0030909774,0.0009795976,0.0011124474,0.0063784732],"category_scores_gemma":[0.01635528,0.0006165307,0.0021582074,0.013552539,0.0008141773,0.001960438,0.0013082966,0.0010591017,0.00039846505],"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":[0.00026790702,0.00011744254,0.005121289,0.6416178,0.005639506,0.0002631189,0.0016778632,0.0012209956,0.00021379608,0.0097658085,0.010745243,0.32334927],"study_design_scores_gemma":[0.00007327127,0.00018515855,0.023023048,0.80676246,0.013453722,0.00045916557,0.0028205642,0.0004682401,0.00020347154,0.008134664,0.14434953,0.000066618886],"about_ca_topic_score_codex":0.008280939,"about_ca_topic_score_gemma":0.0134139545,"teacher_disagreement_score":0.009661375,"about_ca_system_score_codex":0.002942063,"about_ca_system_score_gemma":0.004567063,"threshold_uncertainty_score":0.02205646},"labels":[],"label_agreement":null},{"id":"W2894267294","doi":"10.1111/joes.12293","title":"A SURVEY OF THE INTERNATIONAL EVIDENCE AND LESSONS LEARNED ABOUT UNCONVENTIONAL MONETARY POLICIES: IS A ‘NEW NORMAL’ IN OUR FUTURE?","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Ask price; Spillover effect; Economics; Monetary policy; Macro; Macroeconomics; Public economics; Monetary economics; Finance","score_opus":0.10104455814781509,"score_gpt":0.3198232213514753,"score_spread":0.21877866320366018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894267294","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08114774,0.73192745,0.0032095588,0.12408525,0.0019437176,0.000026430547,0.0010689097,0.000060691695,0.05653022],"genre_scores_gemma":[0.4563022,0.5280339,0.0010986399,0.010969377,0.0021627832,0.000018147544,0.00057729316,0.000046394885,0.0007912916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940088,0.00262075,0.0008228319,0.0007646299,0.001433433,0.00034956634],"domain_scores_gemma":[0.9185066,0.05906474,0.010759125,0.0033106494,0.0074402783,0.00091862865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015056765,0.0004936704,0.0009499983,0.004451538,0.0005899492,0.0049088816,0.00094215944,0.0015312984,0.005863901],"category_scores_gemma":[0.040913247,0.00028486294,0.00046817545,0.009573048,0.0053563463,0.005285865,0.001985614,0.003699343,0.0007063161],"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":[0.0008627544,0.00018310577,0.050626002,0.015203335,0.0006898501,0.00036450214,0.0044413623,0.002117253,0.0008217509,0.10975927,0.03491741,0.7800134],"study_design_scores_gemma":[0.000085086125,0.00046075138,0.22162761,0.057432484,0.0008019471,0.0007899467,0.022260195,0.0016817172,0.002183276,0.05464893,0.63783485,0.00019326885],"about_ca_topic_score_codex":0.003492988,"about_ca_topic_score_gemma":0.0032619874,"teacher_disagreement_score":0.015056765,"about_ca_system_score_codex":0.0017778829,"about_ca_system_score_gemma":0.0020173707,"threshold_uncertainty_score":0.079628706},"labels":[],"label_agreement":null},{"id":"W2900532930","doi":"10.1111/joes.12370","title":"ECONOMETRICS MEETS SENTIMENT: AN OVERVIEW OF METHODOLOGY AND APPLICATIONS","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":137,"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":"Innoviris; Vrije Universiteit Brussel; Institut de Valorisation des Données; European Commission; Universiteit Gent; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Econometrics; Econometric model; Field (mathematics); Econometric analysis; Economics; Sentiment analysis; Computer science; Artificial intelligence; Mathematics","score_opus":0.47942152403492777,"score_gpt":0.4705475097426656,"score_spread":0.008874014292262145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900532930","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016875627,0.052045815,0.90730757,0.01622155,0.0010383344,0.00042871592,0.0012917342,0.0010380767,0.018940765],"genre_scores_gemma":[0.08571722,0.117250755,0.7681383,0.0053781224,0.009365521,0.0026896256,0.001849279,0.0011819007,0.008429322],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9831292,0.0121907,0.0010698779,0.00086323614,0.0025037199,0.00024321517],"domain_scores_gemma":[0.9389213,0.051396187,0.0018531083,0.0029126168,0.0043027773,0.0006140653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02449385,0.0014616527,0.0022987176,0.010757157,0.00094305706,0.006344237,0.0018161729,0.0028615324,0.011519574],"category_scores_gemma":[0.06905397,0.001217894,0.0019175366,0.01311682,0.0028072963,0.0052781687,0.0030516826,0.0038744744,0.006419611],"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":[0.000059824422,0.000109810666,0.005027909,0.0033104909,0.0002796993,0.00024717156,0.00061623263,0.0075088763,0.0007260843,0.4404673,0.03800601,0.50364065],"study_design_scores_gemma":[0.00004070922,0.000045841156,0.0042234925,0.0020512748,0.00005700472,0.00029377636,0.00035539907,0.034048703,0.0005262719,0.76171285,0.19655137,0.000093410425],"about_ca_topic_score_codex":0.0023126185,"about_ca_topic_score_gemma":0.0011531399,"teacher_disagreement_score":0.02449385,"about_ca_system_score_codex":0.0019117338,"about_ca_system_score_gemma":0.002941853,"threshold_uncertainty_score":0.12953746},"labels":[],"label_agreement":null},{"id":"W2993521320","doi":"10.1111/joes.12346","title":"BANKING SECTOR PERFORMANCE, PROFITABILITY, AND EFFICIENCY: A CITATION‐BASED SYSTEMATIC LITERATURE REVIEW","year":2019,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Profitability index; Economics; Citation; Financial economics; Macroeconomics; Finance; Computer science; Library science","score_opus":0.024210414907532396,"score_gpt":0.23696006969153333,"score_spread":0.21274965478400093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993521320","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012859541,0.98254365,0.00060226495,0.00074026675,0.00016338122,0.0006287942,0.0017891108,0.000020390687,0.00065262185],"genre_scores_gemma":[0.11686388,0.87631625,0.002716221,0.00055772177,0.00024881258,0.0015525714,0.0014737602,0.000012801966,0.00025808663],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9784605,0.007064007,0.00776666,0.0012188423,0.00502229,0.0004676894],"domain_scores_gemma":[0.8817887,0.0787342,0.019160472,0.0017094348,0.017726682,0.0008805154],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.018399954,0.0012659795,0.0055636056,0.06395929,0.000991743,0.003671436,0.0012409614,0.0021233552,0.0031720886],"category_scores_gemma":[0.092570774,0.00095232413,0.0047489596,0.053063687,0.0010401516,0.0034936655,0.0017140165,0.00078427873,0.00037787072],"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":[0.00032012994,0.0001403065,0.035051882,0.77644914,0.014987356,0.00046293347,0.0010369756,0.00071901205,0.00058279675,0.0010832263,0.005165537,0.16400078],"study_design_scores_gemma":[0.00022602048,0.0008275769,0.08076384,0.8088246,0.06458146,0.0016128797,0.0023832065,0.0012136943,0.0007650737,0.0014904435,0.037164375,0.00014671138],"about_ca_topic_score_codex":0.003920905,"about_ca_topic_score_gemma":0.009916965,"teacher_disagreement_score":0.98160005,"about_ca_system_score_codex":0.0037235708,"about_ca_system_score_gemma":0.014858064,"threshold_uncertainty_score":0.09730941},"labels":[],"label_agreement":null},{"id":"W3038091026","doi":"10.1111/joes.12423","title":"A Literature Review of the Economics of Covid-19","year":2020,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social distance; Coronavirus disease 2019 (COVID-19); Public economics; Distancing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Compliance (psychology); Economics; Political science; Positive economics; Development economics; Economic growth; Psychology; Social psychology; Medicine","score_opus":0.13056875810916466,"score_gpt":0.34103884056596145,"score_spread":0.2104700824567968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038091026","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016144397,0.990715,0.0004176212,0.004787169,0.00055999233,0.000009189037,0.00021063031,0.000009223462,0.0031296867],"genre_scores_gemma":[0.0018284265,0.99533975,0.0005102175,0.0011172051,0.00050579966,0.000014355371,0.0001355407,0.000004409879,0.0005442549],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978388,0.00092284416,0.0002967529,0.00024388771,0.00059235987,0.00010538341],"domain_scores_gemma":[0.97724515,0.016813459,0.001428338,0.00039273227,0.003743604,0.00037661832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060969754,0.0008001957,0.0013188237,0.009160231,0.0005766189,0.002732457,0.0010424481,0.0017675993,0.012225297],"category_scores_gemma":[0.021276178,0.00041330862,0.0007165502,0.017907178,0.0012095984,0.0035405194,0.0013744798,0.0020245702,0.0019543588],"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":[0.00007003839,0.000063188,0.0012010993,0.02716708,0.000117558746,0.000048443897,0.00017041522,0.00045627754,0.00009394364,0.04194838,0.14987585,0.7787877],"study_design_scores_gemma":[0.0000089963905,0.000034932225,0.0050800117,0.043018937,0.00015980568,0.00015644076,0.00027914764,0.00017151418,0.000070918824,0.008918862,0.94207543,0.000024972176],"about_ca_topic_score_codex":0.009933553,"about_ca_topic_score_gemma":0.016924495,"teacher_disagreement_score":0.012225297,"about_ca_system_score_codex":0.0030371302,"about_ca_system_score_gemma":0.007986479,"threshold_uncertainty_score":0.040897727},"labels":[],"label_agreement":null},{"id":"W3110330489","doi":"10.1111/joes.12420","title":"GENDER DIVERSITY IN RESEARCH TEAMS AND CITATION IMPACT IN ECONOMICS AND MANAGEMENT","year":2020,"lang":"en","type":"preprint","venue":"Journal of Economic Surveys","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","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":"Université du Québec à Montréal","funders":"","keywords":"Citation; Diversity (politics); Gender diversity; Citation impact; Web of science; Cover (algebra); Impact factor; Bibliometrics; Psychology; Sociology; Social science; Library science; Political science; Economics; MEDLINE; Management; Computer science; Engineering","score_opus":0.8358293631396622,"score_gpt":0.6066546507714353,"score_spread":0.22917471236822684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110330489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98583615,0.0026107335,0.0008046477,0.0017138957,0.00012925985,0.000010089887,0.00048210836,0.0000121623725,0.008400929],"genre_scores_gemma":[0.9983235,0.00034809168,0.00013131714,0.00006709799,0.0001443194,0.000007198979,0.00012984381,0.0000070038436,0.00084161386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99516547,0.0019975374,0.00040595018,0.0006077342,0.0012776597,0.00054566324],"domain_scores_gemma":[0.9140854,0.060097795,0.013244979,0.0026473843,0.0040749167,0.0058495537],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0071985,0.00019428483,0.00072683446,0.0069867074,0.0012893934,0.0033002805,0.0003987563,0.0010308233,0.009128622],"category_scores_gemma":[0.06919708,0.00019234467,0.0005057416,0.009231433,0.0016147186,0.003259565,0.0023127098,0.0007952228,0.00074476853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000278575,0.000176207,0.9511306,0.00009484095,0.00033117994,0.00013556865,0.0040293774,0.00049988844,0.00043257306,0.0074795187,0.0020251065,0.03338646],"study_design_scores_gemma":[0.000030283965,0.00010839108,0.966501,0.00010265541,0.00011425181,0.0002869396,0.006109146,0.0010392186,0.00021800298,0.02347657,0.0019929423,0.000020694615],"about_ca_topic_score_codex":0.0023466584,"about_ca_topic_score_gemma":0.0028280565,"teacher_disagreement_score":0.99301326,"about_ca_system_score_codex":0.0006905039,"about_ca_system_score_gemma":0.00088912004,"threshold_uncertainty_score":0.038069725},"labels":[],"label_agreement":null},{"id":"W3122944925","doi":"10.1111/j.0950-0804.2005.00245.x","title":"The Role of Feelings in Investor Decision-Making","year":2005,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":341,"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":"Feeling; Equity (law); Economics; Financial economics; Behavioral economics; Affect (linguistics); Positive economics; Social psychology; Psychology; Microeconomics; Political science; Law","score_opus":0.020684142600145523,"score_gpt":0.23750537934941376,"score_spread":0.21682123674926823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122944925","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531585,0.002490665,0.0044863243,0.0018648535,0.00011853314,0.000028371058,0.00010411704,0.000012478701,0.03773609],"genre_scores_gemma":[0.99841833,0.0004566231,0.00053079345,0.00017630415,0.000023742636,0.0000070795845,0.000018516354,0.0000033637566,0.00036522167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817085,0.0011652377,0.000079979945,0.00015174515,0.0002949044,0.00013735009],"domain_scores_gemma":[0.98694617,0.00836523,0.0025855324,0.00045052913,0.0007009222,0.0009515797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028445541,0.00023347198,0.00028955977,0.0004310669,0.00038962765,0.0034113778,0.0002369163,0.000641281,0.0031970204],"category_scores_gemma":[0.01658221,0.00017074395,0.00026538686,0.00043462534,0.0013929941,0.0012278564,0.0010716307,0.0010461904,0.00021881693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024152573,0.00080796465,0.6000738,0.0011549165,0.0010407867,0.00092496816,0.034783807,0.0068215625,0.010391245,0.088638075,0.006036916,0.24691078],"study_design_scores_gemma":[0.000121737095,0.0007726451,0.8588334,0.00057398813,0.0003807887,0.00059289054,0.01567039,0.008823844,0.0021056521,0.09910403,0.0128318705,0.00018871596],"about_ca_topic_score_codex":0.0004623135,"about_ca_topic_score_gemma":0.00037488854,"teacher_disagreement_score":0.0034113778,"about_ca_system_score_codex":0.00044997188,"about_ca_system_score_gemma":0.00027897782,"threshold_uncertainty_score":0.015043616},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012122584,0.9335929,0.0040248944,0.022418244,0.0014649796,0.000026036008,0.00046263754,0.000023889499,0.025863823],"genre_scores_gemma":[0.076329455,0.90663797,0.0021839356,0.003666531,0.0065793954,0.000043942808,0.0006639679,0.000013480595,0.0038813027],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905914,0.00035506923,0.000090520545,0.00014014533,0.00029428845,0.000060871975],"domain_scores_gemma":[0.98132724,0.0147801265,0.00094618823,0.00038047732,0.0020748903,0.0004910359],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0019577865,0.00039567475,0.0010563743,0.0056655733,0.00079991587,0.0029950864,0.00056130084,0.0018915803,0.010443267],"category_scores_gemma":[0.010082155,0.00029955606,0.0004033154,0.016172988,0.0018486468,0.0041441256,0.0010718355,0.0023315505,0.0007166124],"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":[0.00014677607,0.00022952216,0.023505919,0.0065547484,0.00011493348,0.00040502445,0.0017406542,0.0012935136,0.00026042445,0.17449749,0.107204035,0.6840469],"study_design_scores_gemma":[0.000042213855,0.00015395324,0.08757569,0.010275635,0.00011368625,0.0025711844,0.0047796555,0.002538566,0.00023051685,0.15441746,0.7372008,0.00010057569],"about_ca_topic_score_codex":0.004913373,"about_ca_topic_score_gemma":0.0055816667,"teacher_disagreement_score":0.9943344,"about_ca_system_score_codex":0.0020453269,"about_ca_system_score_gemma":0.0017785574,"threshold_uncertainty_score":0.03493619},"labels":[],"label_agreement":null},{"id":"W3125722587","doi":"10.1111/j.1467-6419.2007.00547.x","title":"AUTOREGRESSIVE CONDITIONAL DURATION MODELS IN FINANCE: A SURVEY OF THE THEORETICAL AND EMPIRICAL LITERATURE","year":2008,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":174,"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":"Econometrics; Economics; Autoregressive model; Duration (music); Empirical research; Financial economics; Statistics; Mathematics","score_opus":0.061718714781567444,"score_gpt":0.27286227323990536,"score_spread":0.21114355845833793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125722587","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034188624,0.5559868,0.37565282,0.00997956,0.0006251124,0.00006660042,0.0010621246,0.00033127342,0.022107042],"genre_scores_gemma":[0.47065756,0.461934,0.05705388,0.0012273022,0.0035107178,0.00017833002,0.001548514,0.00009780171,0.0037919332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986076,0.0007644408,0.00009943272,0.00016167869,0.00027941272,0.000087580105],"domain_scores_gemma":[0.97903216,0.018251428,0.0008908931,0.0006717821,0.0009600638,0.00019368701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050616334,0.0007526571,0.0015364967,0.0034964124,0.0004280346,0.0027403058,0.0012921287,0.001464009,0.003909372],"category_scores_gemma":[0.016284686,0.00054549915,0.0008208874,0.009091701,0.0016502867,0.0034325225,0.0009034911,0.0021415479,0.00082307],"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":[0.000073307514,0.00016010595,0.009632582,0.0015147178,0.00016035717,0.00015593333,0.00030077813,0.053678673,0.00029277388,0.69307816,0.009681744,0.23127086],"study_design_scores_gemma":[0.000042958898,0.00008520614,0.007215061,0.0014033538,0.00011271736,0.00037420122,0.00026784916,0.16672046,0.0002603931,0.7483105,0.07510846,0.0000987714],"about_ca_topic_score_codex":0.0059761307,"about_ca_topic_score_gemma":0.0023224342,"teacher_disagreement_score":0.0059761307,"about_ca_system_score_codex":0.001571998,"about_ca_system_score_gemma":0.0016689681,"threshold_uncertainty_score":0.026768744},"labels":[],"label_agreement":null},{"id":"W4292198286","doi":"10.1111/joes.12507","title":"Inequality in researchers’ minds: Four guiding questions for studying subjective perceptions of economic inequality","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Operationalization; Inequality; Perception; Blueprint; Social inequality; Economic inequality; Positive economics; Empirical research; Sociology; Income distribution; Social psychology; Public economics; Economics; Psychology; Epistemology","score_opus":0.2768426718710313,"score_gpt":0.42469203826899476,"score_spread":0.14784936639796348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292198286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38762227,0.005505824,0.31763226,0.20872852,0.0009897755,0.0011929474,0.00048107887,0.00016698234,0.07768039],"genre_scores_gemma":[0.96381366,0.0006749573,0.031152975,0.0029923413,0.00019097526,0.0005572863,0.00007531268,0.000024216026,0.00051834097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93724406,0.05080038,0.002502316,0.0020502685,0.0058541023,0.0015489388],"domain_scores_gemma":[0.8615343,0.09712459,0.013284957,0.0074029025,0.014786966,0.0058663148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.076458044,0.00077106466,0.0007596214,0.0064008515,0.005720806,0.011615068,0.0024823404,0.0042126887,0.0022877674],"category_scores_gemma":[0.12765807,0.0006421886,0.00096419745,0.0039048973,0.06058652,0.014471608,0.011740124,0.0066832784,0.00023124371],"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":[0.00006264203,0.000116521565,0.016844228,0.00024378112,0.000035402638,0.00008853965,0.12762602,0.0004127858,0.00044146297,0.83412355,0.0025469852,0.017458096],"study_design_scores_gemma":[0.000038236998,0.00006960517,0.011605571,0.00054395903,0.000026335778,0.00011528012,0.10122096,0.0016782816,0.00035504135,0.8673946,0.016883792,0.00006829997],"about_ca_topic_score_codex":0.0038300431,"about_ca_topic_score_gemma":0.002585879,"teacher_disagreement_score":0.076458044,"about_ca_system_score_codex":0.0072466615,"about_ca_system_score_gemma":0.0055640778,"threshold_uncertainty_score":0.40435362},"labels":[],"label_agreement":null},{"id":"W4311191911","doi":"10.1111/joes.12540","title":"Reviewing the employee spinout literature: A cross‐disciplinary approach","year":2022,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Corporate Finance and Governance","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; Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Extant taxon; Ambiguity; Discipline; Theme (computing); Key (lock); Sociology; Phenomenon; Empirical research; Knowledge management; Public relations; Epistemology; Political science; Social science; Computer science","score_opus":0.046643603536603816,"score_gpt":0.26176803933749915,"score_spread":0.21512443580089533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311191911","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016511725,0.95437694,0.0025240157,0.017537335,0.002161205,0.000113072805,0.00013258882,0.000016092488,0.006626978],"genre_scores_gemma":[0.07823941,0.9092817,0.0032440145,0.005204341,0.0021476857,0.00017999088,0.00020938889,0.000021987287,0.0014714452],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99246687,0.0036000167,0.0014228827,0.00064884464,0.0014765254,0.00038480735],"domain_scores_gemma":[0.9222806,0.061518505,0.0038188673,0.0009151255,0.01067327,0.00079354685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014812821,0.0005956659,0.0013623916,0.027140424,0.0024167625,0.006437709,0.001451317,0.002330864,0.0023418665],"category_scores_gemma":[0.039456345,0.0005115306,0.0008244731,0.022827119,0.002749503,0.0065935496,0.0031974548,0.0021103413,0.00039079378],"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":[0.00008914213,0.0001928756,0.019592129,0.06324663,0.0005939916,0.0017953388,0.038437027,0.0012146712,0.0012040754,0.052404735,0.06073362,0.7604957],"study_design_scores_gemma":[0.000013875229,0.00017750912,0.032971457,0.18925427,0.00052865467,0.0011253635,0.09531222,0.0007890604,0.00094997435,0.019629657,0.6591697,0.000078178724],"about_ca_topic_score_codex":0.0038234065,"about_ca_topic_score_gemma":0.009675931,"teacher_disagreement_score":0.027140424,"about_ca_system_score_codex":0.0046233763,"about_ca_system_score_gemma":0.008518549,"threshold_uncertainty_score":0.07833868},"labels":[],"label_agreement":null},{"id":"W4318425662","doi":"10.1111/joes.12545","title":"Gender wage transparency and the gender pay gap: A survey","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":54,"is_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 Research Foundation; Danmarks Grundforskningsfond; Copenhagen Business School","keywords":"Gender pay gap; Transparency (behavior); Economics; Wage; Gender gap; Labour economics; Demographic economics; Political science; Law","score_opus":0.12135043678930078,"score_gpt":0.2762019840401549,"score_spread":0.1548515472508541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318425662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882422,0.001976667,0.0003628264,0.0008459176,0.000023933917,0.000059294376,0.0044590547,0.0000075948346,0.0040225633],"genre_scores_gemma":[0.9936033,0.0020952183,0.00025878352,0.00049722724,0.00005569857,0.00009746806,0.0019586105,0.000008808458,0.0014249712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978957,0.00064565864,0.00024022727,0.0002189922,0.000624761,0.00037467037],"domain_scores_gemma":[0.9864125,0.0048324508,0.0056333947,0.00034765317,0.0017540926,0.0010199354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030148576,0.00015427318,0.00033465994,0.0029314794,0.00062746997,0.0011715345,0.000376677,0.0006524278,0.005595157],"category_scores_gemma":[0.010084106,0.00026376793,0.00041281187,0.0038469543,0.00058397074,0.001859555,0.0010990362,0.0010285102,0.001537333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009760152,0.00024860632,0.964605,0.00028686164,0.000046223533,0.00007997373,0.0048014172,0.00008678897,0.00014597205,0.00092415157,0.004460313,0.024217106],"study_design_scores_gemma":[0.000005175611,0.0001730626,0.98266405,0.0001886746,0.000018139977,0.00018528593,0.008622533,0.0001712517,0.00014954511,0.0002893285,0.007518949,0.0000140084285],"about_ca_topic_score_codex":0.0039802017,"about_ca_topic_score_gemma":0.0034062916,"teacher_disagreement_score":0.005595157,"about_ca_system_score_codex":0.0005912472,"about_ca_system_score_gemma":0.0006932334,"threshold_uncertainty_score":0.018717647},"labels":[],"label_agreement":null},{"id":"W4327709620","doi":"10.1111/joes.12554","title":"Central bank forecasting: A survey","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Bank of Canada","funders":"","keywords":"Central bank; Economics; Monetary policy; Recession; Bank rate; Quantitative easing; Private sector; Forward guidance; Official cash rate; Macroeconomics; Financial system; Inflation targeting; Credit channel; Economic growth","score_opus":0.24687859378961016,"score_gpt":0.2692233635495064,"score_spread":0.022344769759896216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327709620","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054654606,0.802129,0.023779495,0.030540114,0.001319342,0.00010822293,0.007426825,0.00073419866,0.079308175],"genre_scores_gemma":[0.30410892,0.66931814,0.008540183,0.0024440307,0.0027615426,0.00013697268,0.006662103,0.00012672652,0.0059013395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638903,0.0010086576,0.0005117654,0.00049269886,0.0014086736,0.00018907776],"domain_scores_gemma":[0.96670413,0.019709593,0.0043012938,0.0015313707,0.007090326,0.000663211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007361375,0.000563761,0.0007093928,0.00841714,0.00052742235,0.002380283,0.0009739733,0.0011783099,0.0058809128],"category_scores_gemma":[0.026302492,0.00041611333,0.00040774062,0.021585131,0.0005875052,0.003161164,0.0007152413,0.0013028787,0.0030751342],"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":[0.00012503282,0.000062812316,0.035618097,0.0013613894,0.00007601893,0.00008886734,0.00059423136,0.0033540935,0.00021021672,0.016665544,0.1039381,0.8379056],"study_design_scores_gemma":[0.000054655444,0.00011468379,0.081666335,0.0050620795,0.00012656007,0.0005680544,0.0010289713,0.010386372,0.0009475148,0.024543649,0.8754114,0.00008970765],"about_ca_topic_score_codex":0.006950835,"about_ca_topic_score_gemma":0.0033680624,"teacher_disagreement_score":0.00841714,"about_ca_system_score_codex":0.001815872,"about_ca_system_score_gemma":0.0028581943,"threshold_uncertainty_score":0.03893107},"labels":[],"label_agreement":null},{"id":"W4379054549","doi":"10.1111/joes.12571","title":"Thirty years of academic finance","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","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":"Université de Sherbrooke; Group for Research in Decision Analysis; HEC Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, Los Angeles; Peking University; Università Bocconi; Hong Kong University of Science and Technology; Tsinghua University; University of Melbourne; University of Sydney; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Manchester; Nanyang Technological University; National University of Singapore; London School of Economics and Political Science; University of New South Wales; Institut de Valorisation des Données; York University; University of Pennsylvania; University of Oxford; Yale University","keywords":"Economics","score_opus":0.6134253014497257,"score_gpt":0.5668620003421732,"score_spread":0.04656330110755258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379054549","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61189073,0.13895437,0.0013483077,0.09117777,0.0050385436,0.00013830113,0.006144982,0.00012861451,0.14517839],"genre_scores_gemma":[0.91966724,0.040740926,0.0005334427,0.0051924335,0.003397376,0.00008687243,0.0020788193,0.000043106724,0.028259711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962451,0.00096223515,0.00031619015,0.00044541998,0.0014520922,0.00057903747],"domain_scores_gemma":[0.97922677,0.0041639362,0.004969118,0.0010064461,0.003919122,0.006714669],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0052022906,0.00037043268,0.0005516031,0.0046919053,0.0032317457,0.0062433593,0.00055212306,0.0009757125,0.018993517],"category_scores_gemma":[0.016809572,0.0002444989,0.00036598337,0.009389232,0.0017796837,0.0033509138,0.0038481054,0.0014548523,0.0046513006],"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":[0.00032635455,0.0003915898,0.32776734,0.001693613,0.00016790602,0.0011576806,0.032220613,0.0009809183,0.000892256,0.07510236,0.17329788,0.38600147],"study_design_scores_gemma":[0.000015100153,0.00019185246,0.3214433,0.0010007675,0.00003211976,0.00047864896,0.016295668,0.00021887371,0.00018946186,0.006281889,0.6538175,0.000034784433],"about_ca_topic_score_codex":0.0052458537,"about_ca_topic_score_gemma":0.008264975,"teacher_disagreement_score":0.9953081,"about_ca_system_score_codex":0.0034514517,"about_ca_system_score_gemma":0.004050787,"threshold_uncertainty_score":0.063539684},"labels":[],"label_agreement":null},{"id":"W4383888156","doi":"10.1111/joes.12577","title":"Segmentation of the Chinese stock market: A review","year":2023,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"","keywords":"Shares outstanding; Shareholder; Profitability index; Business; Market capitalization; Stock market; Market segmentation; Economics; Corporate governance; Currency; Leveraged buyout; Monetary economics; Financial economics; Finance; Microeconomics","score_opus":0.09793267904037031,"score_gpt":0.32079369396549445,"score_spread":0.22286101492512414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383888156","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049054035,0.9987746,0.000032753345,0.000165531,0.000049517614,0.0000052158694,0.000029597237,0.0000024553813,0.00044976023],"genre_scores_gemma":[0.003465925,0.99612254,0.000047176556,0.000117929645,0.00010721929,0.0000061076767,0.00003429439,6.567097e-7,0.000098124205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969053,0.00005211214,0.00006886941,0.000054609718,0.000110879904,0.000023061282],"domain_scores_gemma":[0.9990007,0.0004420447,0.00022840018,0.00001878499,0.00025390086,0.000056085366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010644327,0.0007044677,0.0012431998,0.0056616045,0.00028206687,0.001174744,0.0007865191,0.00063117483,0.0032028973],"category_scores_gemma":[0.0020043154,0.00029657062,0.0007179077,0.0069847098,0.00052277814,0.0015869507,0.00053377904,0.00045863455,0.00038273807],"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":[0.00012594795,0.00006031412,0.0033694955,0.06008589,0.00035718037,0.00018836494,0.00015421491,0.00036879093,0.0004729464,0.0028522646,0.019799372,0.9121652],"study_design_scores_gemma":[0.00012334518,0.0005399428,0.06879786,0.072648846,0.0035754216,0.0029438555,0.00061054755,0.0007658431,0.0011828331,0.0044255788,0.8442561,0.00012982773],"about_ca_topic_score_codex":0.0057389196,"about_ca_topic_score_gemma":0.0065616937,"teacher_disagreement_score":0.0057389196,"about_ca_system_score_codex":0.00092002033,"about_ca_system_score_gemma":0.002591503,"threshold_uncertainty_score":0.011411011},"labels":[],"label_agreement":null},{"id":"W4390646377","doi":"10.1111/joes.12610","title":"Expectations, beliefs, and perceptions in the modern economy: An overview","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Wilfrid Laurier University","funders":"","keywords":"Popularity; Rationality; Perception; Economics; Positive economics; Rational expectations; Period (music); Social psychology; Psychology; Political science; Macroeconomics; Law","score_opus":0.07311062794651542,"score_gpt":0.2947395001435789,"score_spread":0.2216288721970635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390646377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007993862,0.9506723,0.0053600683,0.01350791,0.0006145047,0.00001965662,0.00012441982,0.000017491931,0.02168983],"genre_scores_gemma":[0.12346771,0.8679187,0.0018969807,0.0018485981,0.0031238485,0.000033495406,0.00008587884,0.000010117703,0.0016146463],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993513,0.0003248996,0.000055300363,0.00006888329,0.00015371076,0.00004588034],"domain_scores_gemma":[0.9968988,0.0025096291,0.00020606007,0.00003559097,0.00026133453,0.00008868113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597577,0.0005197793,0.00065000786,0.0026809971,0.0003787379,0.0038570268,0.00033208053,0.0015773447,0.0019866282],"category_scores_gemma":[0.0031873416,0.00031752454,0.00045052552,0.0039126207,0.0019162009,0.0043413183,0.0008743631,0.0023475653,0.0002820994],"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":[0.00017921146,0.00022788084,0.014628872,0.006029411,0.00028693982,0.00036428383,0.002974857,0.005791318,0.0005384282,0.4456986,0.026321683,0.49695852],"study_design_scores_gemma":[0.000021081847,0.0001948621,0.04722763,0.010947604,0.00021208,0.0008884101,0.0027668998,0.006076252,0.00034563214,0.5132301,0.417931,0.00015838626],"about_ca_topic_score_codex":0.0034671023,"about_ca_topic_score_gemma":0.0016939379,"teacher_disagreement_score":0.0038570268,"about_ca_system_score_codex":0.0017350321,"about_ca_system_score_gemma":0.0011264671,"threshold_uncertainty_score":0.01258862},"labels":[],"label_agreement":null},{"id":"W4390753196","doi":"10.1111/joes.12612","title":"Fat‐tailed DSGE models: A survey and new results","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dynamic stochastic general equilibrium; Heteroscedasticity; Business cycle; Econometrics; Rational expectations; Economics; Series (stratigraphy); Class (philosophy); General equilibrium theory; Gaussian; Mathematical economics; Computer science; Microeconomics; Macroeconomics","score_opus":0.23294249770710554,"score_gpt":0.27769459207852,"score_spread":0.04475209437141445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390753196","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02474075,0.09201774,0.86275864,0.0029136683,0.00036109486,0.000043038992,0.00089696597,0.000478446,0.015789727],"genre_scores_gemma":[0.55802566,0.2799635,0.14140078,0.0014042461,0.0024879395,0.00025189112,0.003435051,0.00062233995,0.01240859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915504,0.00041154557,0.00006370826,0.00014720573,0.00015915248,0.00006340304],"domain_scores_gemma":[0.99467385,0.003946473,0.000453971,0.00039897035,0.00038495075,0.00014178966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028872492,0.0015549148,0.0024679115,0.0025732901,0.0004219844,0.0029096112,0.0020596285,0.0015327439,0.0036192257],"category_scores_gemma":[0.011108799,0.0009365955,0.001730171,0.0037285856,0.0014304529,0.0032841254,0.0017830399,0.0024795413,0.0011237422],"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":[0.000075633565,0.00007064401,0.0062138904,0.0009438157,0.00045519776,0.00032821938,0.00024412417,0.30729684,0.000427537,0.61126816,0.007080859,0.06559505],"study_design_scores_gemma":[0.00002101594,0.000033158834,0.0011661358,0.00023233284,0.00009650651,0.00023012812,0.00007061463,0.50169164,0.00016535695,0.46888307,0.0273496,0.00006047321],"about_ca_topic_score_codex":0.0029785451,"about_ca_topic_score_gemma":0.0020361159,"teacher_disagreement_score":0.0036192257,"about_ca_system_score_codex":0.001068408,"about_ca_system_score_gemma":0.0008752925,"threshold_uncertainty_score":0.015269399},"labels":[],"label_agreement":null},{"id":"W4401578327","doi":"10.1111/joes.12658","title":"Preference changes and index number theory","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","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":"Lakehead University","funders":"","keywords":"Economics; Index (typography); Preference; Context (archaeology); Econometrics; Price index; Constant (computer programming); Time preference; Consumer price index (South Africa); Revealed preference; Mathematical economics; Microeconomics; Macroeconomics; Computer science","score_opus":0.04163891196966037,"score_gpt":0.23115577748339572,"score_spread":0.18951686551373537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401578327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15068437,0.010073346,0.5426592,0.011981199,0.0020045864,0.0001250868,0.00041572037,0.00017641143,0.28188014],"genre_scores_gemma":[0.91458327,0.0032615862,0.06284906,0.0006662925,0.0015046138,0.000144997,0.00025496297,0.000058925205,0.01667627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972101,0.0012868778,0.00016024703,0.00043667885,0.0007400009,0.00016607625],"domain_scores_gemma":[0.98975533,0.0056694834,0.001394317,0.0009884294,0.0016936074,0.00049892993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034421843,0.0004416578,0.0005761061,0.0032337478,0.0012383206,0.0028937897,0.0014416422,0.0013161033,0.008834853],"category_scores_gemma":[0.01705945,0.00027490643,0.0006118244,0.003209133,0.0059600146,0.008033344,0.0017439025,0.0027240124,0.0008917633],"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":[0.000011983592,0.000007297456,0.00024692097,0.000024287023,0.0000032504413,0.000020416217,0.00006137224,0.0016632623,0.00012255597,0.98906446,0.0009156064,0.007858526],"study_design_scores_gemma":[0.0000038949024,0.000009576127,0.00026509454,0.000013275953,0.0000018858888,0.00004979573,0.000038573762,0.007167358,0.00007310254,0.98766845,0.0047024526,0.0000064792603],"about_ca_topic_score_codex":0.0006702854,"about_ca_topic_score_gemma":0.00037037476,"teacher_disagreement_score":0.008834853,"about_ca_system_score_codex":0.002136273,"about_ca_system_score_gemma":0.00032588415,"threshold_uncertainty_score":0.0295555},"labels":[],"label_agreement":null},{"id":"W4403519271","doi":"10.1111/joes.12665","title":"The effects of climate change‐related risks on banks: A literature review","year":2024,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":54,"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; Climate change; Natural resource economics; Ecology","score_opus":0.06692665604331978,"score_gpt":0.32623460087977374,"score_spread":0.259307944836454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403519271","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023890608,0.99870896,0.000063447405,0.0003662552,0.000064582535,0.0000047684503,0.000057488793,0.0000035953906,0.0004919799],"genre_scores_gemma":[0.0013539527,0.9983033,0.000058795442,0.000104855404,0.00007744954,0.000004212278,0.000031384734,9.86822e-7,0.00006517739],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924785,0.00019003809,0.00018477587,0.0001319563,0.00020474721,0.000040576444],"domain_scores_gemma":[0.9928845,0.005272392,0.0007744048,0.00007852818,0.00086405105,0.0001260971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018314597,0.00080517895,0.0016906785,0.0048681614,0.00035854414,0.0018024353,0.0009106675,0.0012983481,0.007068764],"category_scores_gemma":[0.006751165,0.0004465869,0.0012443756,0.007924536,0.0004872699,0.0015795977,0.0007586458,0.0009248556,0.0010597683],"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":[0.00010715366,0.00007809011,0.0021456399,0.15351489,0.000562635,0.0001802778,0.00027277943,0.0005967209,0.0002856107,0.0032645233,0.025081718,0.8139099],"study_design_scores_gemma":[0.000032667234,0.00020239057,0.019070683,0.2385026,0.0032898656,0.0013916118,0.0008737764,0.0003445841,0.0004902266,0.0045221956,0.7311922,0.00008726088],"about_ca_topic_score_codex":0.0038546657,"about_ca_topic_score_gemma":0.0055673686,"teacher_disagreement_score":0.007068764,"about_ca_system_score_codex":0.0007937026,"about_ca_system_score_gemma":0.0032285228,"threshold_uncertainty_score":0.023647308},"labels":[],"label_agreement":null},{"id":"W4404755945","doi":"10.1111/joes.12671","title":"Inside story of impact investing in emerging market: A systematic review to measure the responsible and sustainable investing pattern using the ADO framework","year":2024,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Becton Dickinson (Canada); University Canada West","funders":"","keywords":"Economics; Measure (data warehouse); Impact investing; Financial economics; Emerging markets; Macroeconomics; Computer science","score_opus":0.15828835083096165,"score_gpt":0.36475084349303644,"score_spread":0.20646249266207478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404755945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016982941,0.9967062,0.00018065528,0.00041033648,0.00008062231,0.00011534327,0.00026904748,0.0000038882567,0.0005356606],"genre_scores_gemma":[0.020216456,0.9782628,0.0005550169,0.00038349212,0.000062645355,0.00018327526,0.00019414595,0.0000029265273,0.00013922491],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.996415,0.0010253425,0.0013068175,0.00027690045,0.00087157433,0.000104310006],"domain_scores_gemma":[0.9809063,0.013916203,0.0032714745,0.00024470076,0.0014531658,0.00020822896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054970738,0.0006572833,0.0025467204,0.012084698,0.00039508694,0.0023395403,0.0008500683,0.0009765029,0.0025968615],"category_scores_gemma":[0.021808986,0.00038754003,0.0023421661,0.012608453,0.00067162403,0.002456579,0.0009543639,0.00077149906,0.00016959032],"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":[0.00016790113,0.00003875099,0.0031102223,0.7934676,0.004026694,0.00025984508,0.0006349625,0.00023699363,0.00033590492,0.002391861,0.0047489014,0.19058031],"study_design_scores_gemma":[0.00008214516,0.0002514728,0.012298588,0.8472931,0.023864241,0.0009105921,0.0012837526,0.0002451244,0.00042409595,0.001755261,0.11153424,0.000057350717],"about_ca_topic_score_codex":0.0028361632,"about_ca_topic_score_gemma":0.011122889,"teacher_disagreement_score":0.012084698,"about_ca_system_score_codex":0.001670325,"about_ca_system_score_gemma":0.0066732317,"threshold_uncertainty_score":0.029071629},"labels":[],"label_agreement":null},{"id":"W4405414698","doi":"10.1111/joes.12677","title":"A Bibliometric analysis of literature on hedge and safe haven assets","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Safe haven; Haven; Hedge; Economics; Scopus; Asset (computer security); Actuarial science; Business; Financial economics; Computer science; Political science; Computer security","score_opus":0.03263596302106415,"score_gpt":0.27406867346206226,"score_spread":0.24143271044099812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405414698","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047525086,0.89805984,0.0026122867,0.0036582875,0.00056213664,0.001535433,0.034265332,0.00019706006,0.011584636],"genre_scores_gemma":[0.21703349,0.7488714,0.009310898,0.0010508922,0.00055764517,0.0032558364,0.018375622,0.000094449235,0.001449736],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.97600967,0.0057608564,0.00881575,0.0016599797,0.007073943,0.00067974353],"domain_scores_gemma":[0.84426105,0.10551722,0.021457711,0.0028332297,0.02462008,0.0013106639],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.017984863,0.0015013139,0.0047752107,0.23529668,0.0014179237,0.0059269383,0.0020567332,0.0014402947,0.008539613],"category_scores_gemma":[0.10421257,0.0009168491,0.005566667,0.18379277,0.0012103543,0.0053624185,0.0029466501,0.0009469255,0.0009976351],"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":[0.00048259489,0.000091775735,0.032620873,0.6801359,0.01242901,0.0007034479,0.0033844323,0.00083453936,0.0012800316,0.003960553,0.016680397,0.24739642],"study_design_scores_gemma":[0.0002914002,0.0005564948,0.13134785,0.60001117,0.07916597,0.0020326928,0.008459781,0.0012737856,0.0024398759,0.0061072595,0.16803268,0.0002810671],"about_ca_topic_score_codex":0.00641293,"about_ca_topic_score_gemma":0.012077225,"teacher_disagreement_score":0.76470333,"about_ca_system_score_codex":0.0050010597,"about_ca_system_score_gemma":0.013738101,"threshold_uncertainty_score":0.09511423},"labels":[],"label_agreement":null},{"id":"W4411094394","doi":"10.1111/joes.12708","title":"Multidimensional Regional Development in EU: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Economic Surveys","topic":"Regional Development and Policy","field":"Social Sciences","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":"International Political Science Association","funders":"","keywords":"Economics; Regional development; Regional science; Econometrics; Macroeconomics; Geography","score_opus":0.11435717754159597,"score_gpt":0.4068354497271409,"score_spread":0.29247827218554495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411094394","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015422993,0.99563295,0.0005225695,0.00044954428,0.0001319847,0.00055374124,0.0007562591,0.000011914703,0.00039881066],"genre_scores_gemma":[0.052660115,0.94154114,0.0024390954,0.00074091414,0.00012251444,0.0016724423,0.00066614425,0.000010549027,0.00014705083],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97620946,0.011256225,0.0068427757,0.0016810478,0.00341688,0.0005937025],"domain_scores_gemma":[0.9535113,0.033952445,0.007181984,0.0010201872,0.003970965,0.000363187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021040406,0.0013228391,0.006703835,0.017216198,0.0006892912,0.003464087,0.0018270565,0.0015524167,0.004138851],"category_scores_gemma":[0.06962558,0.00090078946,0.008035715,0.018193457,0.0010049451,0.0027886662,0.0026437517,0.0011543828,0.00023079039],"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":[0.0001292207,0.000015679285,0.0025530905,0.93794525,0.015420369,0.0001249066,0.00025681723,0.00027043503,0.00010424867,0.0009501867,0.0020186463,0.040211238],"study_design_scores_gemma":[0.00015813799,0.000116071096,0.008015321,0.90675247,0.059729017,0.0003638067,0.00067675044,0.00021083186,0.00016603267,0.0010692966,0.022707863,0.00003442858],"about_ca_topic_score_codex":0.009147735,"about_ca_topic_score_gemma":0.02459432,"teacher_disagreement_score":0.021040406,"about_ca_system_score_codex":0.0048093987,"about_ca_system_score_gemma":0.01670956,"threshold_uncertainty_score":0.11127365},"labels":[],"label_agreement":null},{"id":"W4414136653","doi":"10.1111/joes.70011","title":"Remittances and the Labor Supply Choices of Recipient Households: Insights From Meta‐Regression Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"McMaster University; Cape Breton University","funders":"","keywords":"South asia; Developing country; Labor relations; Labor demand; Key (lock)","score_opus":0.024496923724934415,"score_gpt":0.30321494760652995,"score_spread":0.27871802388159556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414136653","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062859744,0.9243011,0.0066546304,0.0011957813,0.00032784723,0.00019490514,0.003086451,0.000094139556,0.0012854235],"genre_scores_gemma":[0.79672897,0.19399695,0.004199539,0.0009987706,0.0003102539,0.0005868752,0.002459614,0.000105660605,0.0006132532],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9779272,0.015527016,0.0034556556,0.0017241219,0.0010438616,0.00032219052],"domain_scores_gemma":[0.9322716,0.05824525,0.0048481287,0.0028431101,0.0015389648,0.00025280743],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02684477,0.0018634835,0.0063764816,0.0036739714,0.00036762215,0.00282321,0.001640329,0.0014183836,0.004202138],"category_scores_gemma":[0.06911759,0.00082095043,0.025575599,0.004905962,0.0006193317,0.0013611568,0.0012655745,0.001763364,0.00043172162],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020669897,0.000047213143,0.038914464,0.054703683,0.88059205,0.00014023937,0.0002035142,0.0015331139,0.000235427,0.00053038966,0.0008771767,0.02015569],"study_design_scores_gemma":[0.0004011667,0.00042367284,0.030941343,0.013399166,0.9472671,0.0001535485,0.0002090597,0.0011248006,0.00039250392,0.0015652206,0.0040830965,0.000039407376],"about_ca_topic_score_codex":0.0029631683,"about_ca_topic_score_gemma":0.0033289476,"teacher_disagreement_score":0.97315526,"about_ca_system_score_codex":0.00076054083,"about_ca_system_score_gemma":0.0009134049,"threshold_uncertainty_score":0.1419704},"labels":[],"label_agreement":null},{"id":"W4414556258","doi":"10.1111/joes.70022","title":"Exploring Non‐Fungible Tokens: A Bibliometric Analysis and Future Research Opportunities","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Blockchain Technology Applications and Security","field":"Computer Science","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 Canada West","funders":"","keywords":"Scopus; Bibliometrics; Patent analysis; Web of science; Bibliographic coupling","score_opus":0.23212056030678627,"score_gpt":0.3548915132959937,"score_spread":0.12277095298920745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414556258","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33539507,0.46313006,0.030889735,0.032278925,0.001346092,0.002846024,0.037992377,0.00073428487,0.0953875],"genre_scores_gemma":[0.7577027,0.1866491,0.030868014,0.0012708622,0.0010656758,0.002462271,0.016473796,0.00014318827,0.0033644147],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9786437,0.006622876,0.00414619,0.0015452658,0.0080242725,0.0010176598],"domain_scores_gemma":[0.8582934,0.10534177,0.013586487,0.0027839523,0.01861559,0.001378736],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.025618806,0.001000625,0.0027512687,0.17901988,0.0018727559,0.013447681,0.0014787638,0.0011263458,0.0065338523],"category_scores_gemma":[0.08853863,0.0004025848,0.0021300723,0.26439232,0.0014916033,0.011088614,0.0029439505,0.00092878914,0.0011617983],"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":[0.00029617947,0.0002887881,0.1182021,0.10443315,0.0022907874,0.0017158784,0.012856705,0.0025078445,0.0018874052,0.066771224,0.03522819,0.6535217],"study_design_scores_gemma":[0.00014807918,0.00044420516,0.23732947,0.09135787,0.006836858,0.0027737496,0.074588746,0.01760761,0.003018392,0.09193631,0.4735474,0.00041138873],"about_ca_topic_score_codex":0.004604514,"about_ca_topic_score_gemma":0.0060774824,"teacher_disagreement_score":0.82098013,"about_ca_system_score_codex":0.004381328,"about_ca_system_score_gemma":0.0107556665,"threshold_uncertainty_score":0.13548684},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4416020972","doi":"10.1111/joes.70025","title":"The Monetary Policy–Commodities Nexus: A Survey","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Surveys","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Monetary policy; Financialization; Leverage (statistics); Shock (circulatory); Commodity; Margin (machine learning); Inflation (cosmology); Central bank","score_opus":0.033089159404664004,"score_gpt":0.2587568797745422,"score_spread":0.2256677203698782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416020972","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12097157,0.83096796,0.0040490045,0.0063769687,0.00034649918,0.000039321152,0.005015697,0.00008057181,0.032152385],"genre_scores_gemma":[0.18655068,0.8061891,0.0015587633,0.00072518684,0.00047080297,0.000040266357,0.002519588,0.000028185505,0.0019174315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993631,0.00018607045,0.00012449044,0.00010553272,0.0001587711,0.00006199418],"domain_scores_gemma":[0.99304175,0.005295449,0.0008712586,0.00013943732,0.0004820547,0.00017005285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011263127,0.00037206957,0.0005777246,0.006548534,0.0002818736,0.0018920898,0.00028686857,0.00060017133,0.0050996854],"category_scores_gemma":[0.006058725,0.0002919078,0.00036125738,0.014838283,0.00047307514,0.0029403248,0.0007004314,0.00083141855,0.0010117958],"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":[0.00032591738,0.00013292814,0.06599116,0.0066690296,0.00023678344,0.0002669425,0.0014201987,0.0018370508,0.00085660134,0.04301978,0.034330588,0.844913],"study_design_scores_gemma":[0.00001869823,0.00018123508,0.16485526,0.01012569,0.00014630663,0.0011957359,0.0029055662,0.0012958094,0.00087172806,0.021007806,0.7973437,0.000052465242],"about_ca_topic_score_codex":0.0016688799,"about_ca_topic_score_gemma":0.0011452155,"teacher_disagreement_score":0.006548534,"about_ca_system_score_codex":0.0005488992,"about_ca_system_score_gemma":0.00077006716,"threshold_uncertainty_score":0.01706016},"labels":[],"label_agreement":null}]}