{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":398,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":398,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"206e318a7ca3","filters":{"topic":"Economic and Technological Innovation"}},"results":[{"id":"W1986835710","doi":"10.5465/amp.2012.0070","title":"The Aging of the World's Population and Its Effects on Global Business","year":2014,"lang":"en","type":"article","venue":"Academy of Management Perspectives","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Population ageing; Business; Population; Business environment; World population; Marketing; Global environmental analysis; Human resources; Economic growth; Economics; Developing country; Sociology; Management","authors":[{"name":"Masud Chand","is_ca":false},{"name":"Rosalie L. Tung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01881253800295819,"gpt":0.2385811468492546,"spread":0.2197686088462964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085916,0.0002379221,0.0002317903,0.00115511,0.00102919,0.002877911,0.0001958899,0.001095955,0.005839659],"category_scores_gemma":[0.00222943,0.00009006722,0.0002514134,0.002091584,0.001796158,0.003347786,0.001602511,0.001253359,0.0004687506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068484,"about_ca_system_score_gemma":0.001239003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00751654,"about_ca_topic_score_gemma":0.009408864,"domain_scores_codex":[0.9995783,0.0001873242,0.00001438069,0.00004230043,0.00008679021,0.00009090653],"domain_scores_gemma":[0.9987127,0.0006527598,0.0002592124,0.00003377903,0.0001624697,0.00017917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005495806,0.0001155219,0.09852935,0.0005778313,0.00005226381,0.001071234,0.007534865,0.004455577,0.0007545447,0.6328303,0.04780157,0.2062221],"study_design_scores_gemma":[0.000009743175,0.0001611138,0.1664821,0.001135079,0.00007045182,0.001305908,0.02600701,0.003438499,0.0006450491,0.3336129,0.4670485,0.00008368203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3218914,0.1222352,0.0156122,0.2431202,0.001786679,0.00008605137,0.001126088,0.00007683756,0.2940654],"genre_scores_gemma":[0.8862939,0.09139664,0.002640513,0.007706359,0.00170188,0.00003910163,0.000183853,0.00001460313,0.01002308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00751654,"threshold_uncertainty_score":0.01953554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318586221","doi":"10.1007/978-3-031-21448-6","title":"Mission AI","year":2023,"lang":"en","type":"book","venue":"Research for policy","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Harvard University","keywords":"Computer science","authors":[{"name":"Haroon Sheikh","is_ca":false},{"name":"J.E.J. Prins","is_ca":false},{"name":"Erik Schrijvers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4153797395306609,"gpt":0.4425613120238974,"spread":0.02718157249323644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009850205,0.0008345521,0.000455108,0.001389946,0.00152945,0.007442276,0.001376892,0.001521261,0.3610712],"category_scores_gemma":[0.002856379,0.0004341324,0.0004269711,0.001276482,0.0008123008,0.005196763,0.003521547,0.002226817,0.2873373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902806,"about_ca_system_score_gemma":0.002669684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311784,"about_ca_topic_score_gemma":0.005632834,"domain_scores_codex":[0.9992151,0.0001225563,0.00003553479,0.00009794623,0.0004429765,0.00008588982],"domain_scores_gemma":[0.9987535,0.0002513856,0.00004904654,0.0002033795,0.0004841574,0.0002584804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001299939,0.00001467365,0.00005415055,0.0001079126,0.000001775836,0.00002203856,0.0000988122,0.000138553,0.0001856199,0.04609136,0.8637134,0.08955876],"study_design_scores_gemma":[0.000001029023,0.000002048207,0.00002857283,0.00002836437,4.230364e-7,0.000026438,0.00002627547,0.00007812586,0.00003883611,0.003273958,0.9964941,0.00000185719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001577144,0.001404948,0.004702211,0.003373259,0.001098878,0.00005510548,0.0008598801,0.001522442,0.9868255],"genre_scores_gemma":[0.0020892,0.001571446,0.00317804,0.001264688,0.0003276057,0.0000559885,0.00121233,0.0006313983,0.9896693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3610712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050986266","doi":"10.1177/0020715208098615","title":"A New Trichotomous Measure of World-system Position Using the International Trade Network","year":2009,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Position (finance); Measure (data warehouse); Partition (number theory); Core (optical fiber); Economics; Geography; Computer science; Telecommunications; Mathematics; Finance; Data mining","authors":[{"name":"Rob Clark","is_ca":false},{"name":"Jason Beckfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09993652059433925,"gpt":0.3100809970417295,"spread":0.2101444764473903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218235,0.0004903016,0.0003737803,0.008916119,0.0009143,0.002662287,0.0008082857,0.0007365496,0.004798433],"category_scores_gemma":[0.00760893,0.0001547722,0.0004717831,0.01132047,0.001509303,0.005120089,0.00237544,0.0007843071,0.0004523995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146046,"about_ca_system_score_gemma":0.0005656238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003811133,"about_ca_topic_score_gemma":0.004515827,"domain_scores_codex":[0.9990134,0.000322475,0.00008271344,0.0002403613,0.0002574255,0.00008350221],"domain_scores_gemma":[0.9964859,0.001202509,0.001141785,0.000402394,0.0004611282,0.0003062121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002975666,0.0002337753,0.4757516,0.0003612011,0.0006959361,0.0004075729,0.003501932,0.04907123,0.004277515,0.3328936,0.01064396,0.1218642],"study_design_scores_gemma":[0.00008671225,0.0003850569,0.4335446,0.000201393,0.0002471048,0.001287653,0.005090876,0.2069224,0.002438849,0.299461,0.0501451,0.000189206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.673155,0.001052317,0.2524913,0.0008603409,0.0001479713,0.0002905166,0.007034931,0.0002553043,0.06471222],"genre_scores_gemma":[0.9637677,0.0002991043,0.03189203,0.00005421063,0.00005336798,0.0001614472,0.002283412,0.00003209849,0.001456539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008916119,"threshold_uncertainty_score":0.01605237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115086254","doi":"10.1108/s1745-8862201914","title":"International Business in a VUCA World: The Changing Role of States and Firms","year":2019,"lang":"en","type":"book","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"HEC Montréal; Mälardalens högskola; Universidade Federal de Lavras; Università degli Studi di Urbino Carlo Bo; Università degli Studi dell'Aquila; Università Bocconi; Högskolan Dalarna; Università degli Studi di Udine; Zhengzhou University; Aalto-Yliopisto; Universität Konstanz; Uppsala Universitet; Norges Teknisk-Naturvitenskapelige Universitet; University of Reading; Universidade de São Paulo; Università degli Studi di Pavia; Vrije Universiteit Brussel; University of Leeds; University of Sydney; Copenhagen Business School; Universitat de València; Università degli Studi di Padova","keywords":"Business; International business; Business administration; Management; Economics","authors":[{"name":"Rob van Tulder","is_ca":false},{"name":"Alain Verbeke","is_ca":false},{"name":"Barbara Jankowska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01932933666715127,"gpt":0.1986746710990354,"spread":0.1793453344318842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000522178,0.0004092365,0.000284547,0.00195697,0.0009530979,0.007645997,0.00044287,0.001538335,0.01118602],"category_scores_gemma":[0.001520215,0.0001911519,0.0001773008,0.006319519,0.002679613,0.007146347,0.001117885,0.001951279,0.00109292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003791701,"about_ca_system_score_gemma":0.003031094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02289599,"about_ca_topic_score_gemma":0.04227891,"domain_scores_codex":[0.9996389,0.0001173685,0.00001055352,0.00005625478,0.0001281606,0.00004877066],"domain_scores_gemma":[0.9994698,0.0002527273,0.00004986192,0.00003533733,0.0001040297,0.00008834431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001043779,0.00001351877,0.0008479643,0.00006966007,0.000005783711,0.00003235039,0.0005691961,0.0005798632,0.00008585397,0.8025928,0.1049943,0.09019832],"study_design_scores_gemma":[0.00000193206,0.00000917838,0.002856095,0.0003914903,0.000005181256,0.00009891573,0.001194461,0.0009732258,0.00008142789,0.2388717,0.7555034,0.00001303511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01265222,0.2594147,0.006593752,0.04935682,0.005179102,0.00001599671,0.0005702418,0.0001408899,0.6660762],"genre_scores_gemma":[0.3769625,0.1933151,0.006305306,0.005941705,0.004413189,0.00005988649,0.00102553,0.000237914,0.4117388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02289599,"threshold_uncertainty_score":0.04552543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392166148","doi":"10.9734/ajeba/2024/v24i41269","title":"Forecasting the Future: The Interplay of Artificial Intelligence, Innovation, and Competitiveness and its Effect on the Global Economy","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Economics Business and Accounting","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Independent Electricity System Operator","funders":"","keywords":"Workforce; Transformative learning; Context (archaeology); Socioeconomic status; Scale (ratio); Political science; Economics; Business; Economic growth; Sociology; Geography","authors":[{"name":"Chinasa Susan Adigwe","is_ca":false},{"name":"Oluwaseun Oladeji Olaniyi","is_ca":false},{"name":"Samuel Oladiipo Olabanji","is_ca":true},{"name":"Olalekan Jamiu Okunleye","is_ca":false},{"name":"Nanyeneke Ravana Mayeke","is_ca":false},{"name":"Samson Abidemi Ajayi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03182074294637668,"gpt":0.2343523720674541,"spread":0.2025316291210774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003990195,0.0003822223,0.0003514207,0.002334028,0.001515625,0.007641443,0.0005562606,0.001728251,0.002425409],"category_scores_gemma":[0.01054764,0.0001685864,0.0003497722,0.002847742,0.004577385,0.00859652,0.002765826,0.00161834,0.000182445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207229,"about_ca_system_score_gemma":0.002687708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008159185,"about_ca_topic_score_gemma":0.009680355,"domain_scores_codex":[0.9983193,0.001036457,0.00003879139,0.0002089375,0.0002090968,0.0001873951],"domain_scores_gemma":[0.9914055,0.006279948,0.001065792,0.0001726532,0.0004362726,0.0006399496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001851593,0.0002480105,0.3476486,0.0005876693,0.0002389873,0.001141384,0.02425998,0.01606193,0.0005738802,0.3761573,0.009484321,0.2234127],"study_design_scores_gemma":[0.00003157084,0.0003650246,0.3045503,0.001346352,0.0002476983,0.0005951449,0.128121,0.02819357,0.0006408863,0.4693466,0.06631265,0.0002491591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792151,0.02151125,0.01152798,0.06992547,0.0005157039,0.00005976863,0.0002366435,0.00005851173,0.1040136],"genre_scores_gemma":[0.9937821,0.003922281,0.00110216,0.0005241256,0.00009867772,0.00001373561,0.00003037861,0.000006508632,0.0005201158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008159185,"threshold_uncertainty_score":0.02110237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996308064","doi":"10.1016/j.resconrec.2019.104637","title":"Impact of the global mineral trade structure on national economies based on complex network and panel quantile regression analyses","year":2019,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Education Department of Shaanxi Province; National Natural Science Foundation of China; Natural Science Foundation of Beijing Municipality; Ministry of Natural Resources","keywords":"Quantile regression; Sustainable development; Panel data; Economics; Resource (disambiguation); Business; Sustainability","authors":[{"name":"Xian Xi","is_ca":false},{"name":"Jinsheng Zhou","is_ca":false},{"name":"Xiangyun Gao","is_ca":false},{"name":"Ze Wang","is_ca":false},{"name":"Jingjian Si","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1283690169754312,"gpt":0.3094410088186881,"spread":0.1810719918432569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003391155,0.0003420806,0.0005737727,0.001262153,0.0003045962,0.001737141,0.0007029655,0.0006943895,0.007358131],"category_scores_gemma":[0.01159926,0.0002538938,0.001244908,0.002416052,0.0007900319,0.001958772,0.001343486,0.001340215,0.0004800302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007044537,"about_ca_system_score_gemma":0.0004616221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03145762,"about_ca_topic_score_gemma":0.02341807,"domain_scores_codex":[0.9987869,0.0006940598,0.00004536462,0.0002357514,0.00007774353,0.0001602461],"domain_scores_gemma":[0.9857034,0.00978646,0.002154651,0.001170792,0.0006928717,0.0004917884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004271206,0.0001429438,0.8854634,0.00004668707,0.001220426,0.0002318973,0.0002353737,0.09267567,0.0003819279,0.007465957,0.001400229,0.01030836],"study_design_scores_gemma":[0.00003220484,0.0001154303,0.768662,0.00004094266,0.0004819932,0.00007081798,0.000749459,0.2219539,0.0003675855,0.00621289,0.001269916,0.00004289703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960218,0.0002133502,0.001626352,0.0003313499,0.00001103006,0.000005067504,0.000752372,0.00003171129,0.001006959],"genre_scores_gemma":[0.9987092,0.00007280627,0.0001708506,0.00001511932,0.00000757593,0.000002030296,0.0006519833,0.00001021807,0.0003602174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03145762,"threshold_uncertainty_score":0.06254905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911792155","doi":"10.5267/j.msl.2019.1.001","title":"Internal capabilities and SMEs performance: A case of textile industry in Pakistan","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Absorptive capacity; Textile industry; Industrial organization; Textile; Small and medium-sized enterprises; Developing country; Economic growth; Economics","authors":[{"name":"Muhammad Zulqarnain Arshad","is_ca":false},{"name":"Darwina Arshad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749273936268512,"gpt":0.2335729895502777,"spread":0.2160802501875926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004894359,0.0001887541,0.0001767131,0.001149054,0.001414268,0.001193072,0.0002831983,0.0006933847,0.00232113],"category_scores_gemma":[0.001094345,0.00009994861,0.0002980695,0.001477542,0.0007004875,0.0007039121,0.0007667332,0.0005918352,0.0002983009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454239,"about_ca_system_score_gemma":0.001026872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04036591,"about_ca_topic_score_gemma":0.04658315,"domain_scores_codex":[0.9996777,0.0001078612,0.00001474558,0.00002483167,0.00004858685,0.0001263137],"domain_scores_gemma":[0.9983578,0.000778284,0.0003212026,0.00003661889,0.0001925392,0.0003135236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198301,0.0009742908,0.9139359,0.0001260047,0.00005213595,0.03895101,0.01771992,0.005580137,0.00189238,0.004573151,0.000995738,0.01487966],"study_design_scores_gemma":[0.00003224019,0.0005374883,0.8848194,0.0001031138,0.0000665624,0.003867115,0.09346548,0.01195576,0.001139951,0.00122326,0.002742606,0.0000468669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976141,0.00003947644,0.00004982253,0.0001513725,0.000001103033,0.000004890855,0.00003518418,0.000001130747,0.002102987],"genre_scores_gemma":[0.9995655,0.00008014915,0.00004158701,0.00001005259,0.000001679307,0.000001742365,0.00002443751,3.587306e-7,0.0002744065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04036591,"threshold_uncertainty_score":0.08026189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281660291","doi":"10.1038/s41562-022-01367-x","title":"The latent structure of global scientific development","year":2022,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Air Force Office of Scientific Research; Air Force Institute of Technology; U.S. Air Force; U.S. Department of Defense","keywords":"Prosperity; Regional science; Data science; Political science; Economic geography; Economic growth; Geography; Computer science; Economics","authors":[{"name":"Lili Miao","is_ca":false},{"name":"Dakota Murray","is_ca":false},{"name":"Woo‐Sung Jung","is_ca":false},{"name":"Vincent Larivière","is_ca":true},{"name":"Cassidy R. Sugimoto","is_ca":false},{"name":"Yong‐Yeol Ahn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02954608365433913,"gpt":0.2424067445730163,"spread":0.2128606609186771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004078816,0.0002693569,0.0007198587,0.002989223,0.0007731413,0.003586706,0.0006600381,0.001243473,0.007276708],"category_scores_gemma":[0.0247287,0.000427008,0.0007554383,0.003630241,0.004060996,0.00575548,0.001996932,0.002083256,0.0005640989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877913,"about_ca_system_score_gemma":0.001396099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005930948,"about_ca_topic_score_gemma":0.008589318,"domain_scores_codex":[0.9977076,0.001232001,0.0001191201,0.0004362533,0.0002580339,0.0002468603],"domain_scores_gemma":[0.9524393,0.03425371,0.006491306,0.003628783,0.001686016,0.001500831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001806095,0.0002976697,0.2062437,0.0002053505,0.00046157,0.0001489147,0.001610922,0.02132292,0.001033779,0.734236,0.002136687,0.0321219],"study_design_scores_gemma":[0.00003811506,0.00009459857,0.1191863,0.00008271581,0.000113444,0.00009682584,0.0007912046,0.0752639,0.0002703673,0.8014983,0.002513686,0.00005062265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874826,0.001231664,0.1009194,0.008474843,0.00006125561,0.00006163768,0.002056384,0.0002047491,0.01216417],"genre_scores_gemma":[0.9957349,0.0003736743,0.00207746,0.00006544564,0.00005420452,0.0000307244,0.000440822,0.00001628453,0.001206482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9970108,"threshold_uncertainty_score":0.02434301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389143512","doi":"10.51594/estj.v4i5.617","title":"HUMAN RESOURCES IN THE ERA OF THE FOURTH INDUSTRIAL REVOLUTION (4IR): STRATEGIES AND INNOVATIONS IN THE GLOBAL SOUTH","year":2023,"lang":"en","type":"article","venue":"Engineering Science & Technology Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Human resources; Industrial Revolution; Human resource management; Work (physics); Knowledge management; The Internet; Resource (disambiguation); Business; Computer science; Engineering; Management; Political science; World Wide Web; Economics","authors":[{"name":"Damilola Emmanuel Ogedengbe","is_ca":false},{"name":"Oladapo Olakunle James","is_ca":false},{"name":"Jennifer Osayawe Atu Afolabi","is_ca":false},{"name":"Funmilola Olatundun Olatoye","is_ca":false},{"name":"Emmanuel Osamuyimen Eboigbe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04450257917324195,"gpt":0.2388413551681768,"spread":0.1943387759949349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410506,0.0002752162,0.0002804004,0.001552418,0.003388179,0.005525496,0.0005154356,0.001686577,0.006475872],"category_scores_gemma":[0.002159692,0.0001139388,0.0002642666,0.002019235,0.009645233,0.004223604,0.005244276,0.001801586,0.0005078684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007207928,"about_ca_system_score_gemma":0.009261487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006934224,"about_ca_topic_score_gemma":0.009929914,"domain_scores_codex":[0.9987171,0.0005474801,0.00003114812,0.0001174558,0.0001723584,0.000414448],"domain_scores_gemma":[0.9986953,0.0004839049,0.0002096676,0.00007041926,0.0001317473,0.0004089245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009707441,0.0001513212,0.01629721,0.0005421941,0.00003028404,0.001095345,0.04982129,0.001413147,0.001135496,0.7845592,0.01105701,0.1338004],"study_design_scores_gemma":[0.00005166271,0.0003131433,0.04776252,0.001414046,0.00003132629,0.0008010279,0.1700179,0.001452936,0.00183021,0.2693242,0.5069305,0.00007053654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.397459,0.01690878,0.004365099,0.1444177,0.0004410777,0.0001123742,0.0000809478,0.00005872304,0.4361563],"genre_scores_gemma":[0.9732372,0.005942551,0.001181363,0.004181358,0.00007948785,0.00004507055,0.00002286544,0.00001264257,0.01529743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007207928,"threshold_uncertainty_score":0.05229741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103013209","doi":"10.1007/s11192-009-0020-3","title":"Matrices of science and technology interactions and patterns of structured growth: implications for development","year":2009,"lang":"en","type":"article","venue":"Scientometrics","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Dimension (graph theory); Articulation (sociology); Computer science; Component (thermodynamics); Key (lock); Scientific literature; Regional science; Data science; Sociology; Political science; Mathematics","authors":[{"name":"Leonardo Costa Ribeiro","is_ca":false},{"name":"Ricardo Machado Ruiz","is_ca":false},{"name":"Américo Tristão Bernardes","is_ca":false},{"name":"Eduardo da Motta e Albuquerque","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05936876136323518,"gpt":0.2929687513041478,"spread":0.2335999899409126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002075623,0.0002372493,0.0005265054,0.003380815,0.0006449482,0.003520021,0.0005340967,0.0005700885,0.006812563],"category_scores_gemma":[0.03622533,0.0003012521,0.0004317224,0.00513762,0.001658477,0.003019492,0.001254868,0.0006286665,0.0005960345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366484,"about_ca_system_score_gemma":0.001126067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459857,"about_ca_topic_score_gemma":0.007432772,"domain_scores_codex":[0.9985279,0.0005741387,0.0001254203,0.0003350908,0.0003010175,0.0001363638],"domain_scores_gemma":[0.9502841,0.03389339,0.008172912,0.002512779,0.00342264,0.001714235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003380155,0.0001486279,0.4884371,0.0002702479,0.0003780392,0.0002809006,0.0028657,0.01861663,0.004371544,0.4088795,0.004430511,0.07098324],"study_design_scores_gemma":[0.00006094276,0.00007437242,0.2530386,0.00006615034,0.00006795512,0.0003005429,0.002848437,0.04847578,0.001001238,0.6882026,0.0058038,0.00005941894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928749,0.0008673837,0.05169091,0.003046889,0.00003377147,0.00007231972,0.003547247,0.0002201404,0.01177225],"genre_scores_gemma":[0.9902747,0.0002182419,0.00794954,0.00004311074,0.00002090042,0.00003895169,0.0005797434,0.00001359425,0.0008613362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966192,"threshold_uncertainty_score":0.02279031,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3168513397","doi":"10.1080/09636412.2021.1915583","title":"The Logic of Strategic Assets: From Oil to AI","year":2021,"lang":"en","type":"article","venue":"Security Studies","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Externality; Rhetorical question; Heuristics; Rivalry; Warrant; Argument (complex analysis); National security; Confusion; Economics; Political science; Focus (optics); Law and economics; Positive economics; Microeconomics; Financial economics; Law; Computer science; Psychology","authors":[{"name":"Jeffrey Ding","is_ca":true},{"name":"Allan Dafoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1565716759756978,"gpt":0.2999614952079662,"spread":0.1433898192322684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003794663,0.0006051487,0.000505459,0.002516711,0.002848043,0.009181874,0.001121668,0.002093148,0.00512744],"category_scores_gemma":[0.007942239,0.0003452346,0.0005016701,0.002535298,0.03392005,0.01934574,0.003239948,0.004177036,0.0007234018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009527645,"about_ca_system_score_gemma":0.004342293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009013368,"about_ca_topic_score_gemma":0.006144722,"domain_scores_codex":[0.997848,0.001247214,0.0000781368,0.0002271853,0.0003975743,0.0002018979],"domain_scores_gemma":[0.9959376,0.002708762,0.0002729596,0.0003821874,0.0004654271,0.0002331677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003232303,0.000001134287,0.00003104211,0.000009579355,9.913629e-7,0.000009185723,0.0001901522,0.0001945986,0.00001211456,0.9978426,0.0003448903,0.001360547],"study_design_scores_gemma":[0.000003015039,0.000002692302,0.00002365204,0.00003367013,0.000001580379,0.000007357119,0.0002435644,0.0005113239,0.00003988061,0.9875782,0.01155202,0.000002992603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03344152,0.02461978,0.2435124,0.1353227,0.0008890135,0.00008006739,0.0003373951,0.000168573,0.5616285],"genre_scores_gemma":[0.9451878,0.007890778,0.02504197,0.003755808,0.0004935577,0.0001250479,0.00007187242,0.0000921475,0.01734101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009527645,"threshold_uncertainty_score":0.06912816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389791115","doi":"10.51594/ijae.v5i9.646","title":"THE FOURTH INDUSTRIAL REVOLUTION AND ITS IMPACT ON AGRICULTURAL ECONOMICS: PREPARING FOR THE FUTURE IN DEVELOPING COUNTRIES","year":2023,"lang":"en","type":"article","venue":"International Journal of Advanced Economics","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Developing country; Transformative learning; Agriculture; Sustainability; Work (physics); Industrial Revolution; Relevance (law); Economics; Business; Economic growth; Political science; Engineering; Sociology","authors":[{"name":"Prisca Ugomma Uwaoma","is_ca":false},{"name":"Emmanuel Osamuyimen Eboigbe","is_ca":true},{"name":"Nsisong Louis Eyo-Udo","is_ca":false},{"name":"Amina Catherine Ijiga","is_ca":false},{"name":"Simon Kaggwa","is_ca":false},{"name":"Donald Obinna Daraojimba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03857598912338017,"gpt":0.2743502770224666,"spread":0.2357742878990864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001602708,0.0002287194,0.0002211071,0.001297095,0.001374382,0.003620531,0.0002105483,0.0006106054,0.002323963],"category_scores_gemma":[0.001920066,0.00009368933,0.0001990971,0.002109697,0.003854515,0.002604159,0.001948737,0.00112652,0.0001181978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005201131,"about_ca_system_score_gemma":0.003105351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007051048,"about_ca_topic_score_gemma":0.006021917,"domain_scores_codex":[0.9995121,0.0002366419,0.00001313517,0.00002569597,0.00006494873,0.0001475118],"domain_scores_gemma":[0.9991475,0.0004787937,0.0001897188,0.00003120907,0.00008348778,0.00006926464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001041804,0.00006858037,0.0220016,0.0003349241,0.00001741466,0.001434383,0.006584723,0.00322904,0.0004594145,0.903157,0.004602714,0.058006],"study_design_scores_gemma":[0.00002958037,0.0001741209,0.09555215,0.001762554,0.00004620703,0.001291806,0.04749743,0.003649495,0.001345638,0.4544176,0.3941618,0.00007170847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5922986,0.07972217,0.004274751,0.06474113,0.0003984527,0.00004109154,0.0001944489,0.00003652694,0.2582929],"genre_scores_gemma":[0.9730309,0.02268578,0.0007381493,0.0006449087,0.0001199076,0.00001026126,0.0000337948,0.000004231339,0.002732139],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007051048,"threshold_uncertainty_score":0.03773701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296901122","doi":"10.1007/s13132-022-01053-3","title":"Determinants of Economic Complexity: A Global Evidence of Economic Integration, Institutions, and Internet Usage","year":2022,"lang":"en","type":"article","venue":"Journal of the Knowledge Economy","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of the Fraser Valley","funders":"Đại học Kinh tế Thành phố Hồ Chí Minh","keywords":"Openness to experience; Economics; Economic integration; Foreign direct investment; Robustness (evolution); Population; International economics; Macroeconomics","authors":[{"name":"Canh Phuc Nguyen","is_ca":false},{"name":"Chrıstophe Schınckus","is_ca":true},{"name":"Thanh Dinh Su","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1339319559167322,"gpt":0.3152035581692657,"spread":0.1812716022525335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871578,0.0002556801,0.0003478227,0.002159621,0.0003353818,0.001589632,0.0003177956,0.0004562422,0.004254585],"category_scores_gemma":[0.005959221,0.0002296293,0.0006160247,0.004385386,0.001332372,0.001655512,0.00170771,0.0007832969,0.0003351021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646897,"about_ca_system_score_gemma":0.0003177601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007523267,"about_ca_topic_score_gemma":0.007909331,"domain_scores_codex":[0.999478,0.0001806789,0.00004952287,0.00009026602,0.000114899,0.000086651],"domain_scores_gemma":[0.9828365,0.007085386,0.006946693,0.001204907,0.0008668154,0.001059655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009302006,0.00008026505,0.9898783,0.00003541482,0.000202905,0.00009359,0.0006523023,0.0003727627,0.000190806,0.001302413,0.000312774,0.006785303],"study_design_scores_gemma":[0.000005295534,0.00001944247,0.9980989,0.00001532694,0.00005513781,0.00004369524,0.0005883183,0.0002369841,0.00004785259,0.0004470198,0.0004372103,0.000004785458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951028,0.000362343,0.0001588284,0.0003639208,0.000005871824,0.000005405541,0.0003803083,0.000004692915,0.003615974],"genre_scores_gemma":[0.9994461,0.0001611037,0.00004625599,0.00001894546,0.00001073962,0.000001587557,0.0001951066,0.000003032467,0.0001171499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007523267,"threshold_uncertainty_score":0.01495898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2933554958","doi":"10.1111/1758-5899.12668","title":"How Informality Can Address Emerging Issues: Making the Most of the G7","year":2019,"lang":"en","type":"article","venue":"Global Policy","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; University of Toronto; Université Laval; Université de Montréal; Simon Fraser University; University of Ottawa","funders":"","keywords":"Cryptocurrency; Political science; Engineering ethics; Data science; Cognitive science; Sociology; Computer science; Psychology; Computer security; Engineering","authors":[{"name":"Jean‐Frédéric Morin","is_ca":true},{"name":"Hugo Dobson","is_ca":false},{"name":"Claire Peacock","is_ca":true},{"name":"Miriam Prys‐Hansen","is_ca":false},{"name":"Abdoulaye Anne","is_ca":true},{"name":"Louis Bélanger","is_ca":true},{"name":"Peter Dietsch","is_ca":true},{"name":"J Fabián","is_ca":true},{"name":"John Kirton","is_ca":true},{"name":"Raffaele Marchetti","is_ca":false},{"name":"Simone Romano","is_ca":false},{"name":"Miranda A. Schreurs","is_ca":false},{"name":"Arthur Silve","is_ca":true},{"name":"Élisabeth Vallet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0354254588089828,"gpt":0.2650718277993355,"spread":0.2296463689903527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01358767,0.0006595898,0.0007921197,0.00198221,0.005175812,0.01177308,0.002314393,0.007596096,0.01176785],"category_scores_gemma":[0.03096631,0.0003868726,0.001155656,0.0009919268,0.03835741,0.02433226,0.01382227,0.006287351,0.001878822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957365,"about_ca_system_score_gemma":0.005259034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417294,"about_ca_topic_score_gemma":0.003141811,"domain_scores_codex":[0.9931483,0.00426305,0.000222627,0.0006127569,0.0009031671,0.000850096],"domain_scores_gemma":[0.9774072,0.01174108,0.001739321,0.004470379,0.002360789,0.002281238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001993237,0.00001870007,0.0005146744,0.00007906688,0.00001100327,0.0001419813,0.002324635,0.000935227,0.0001991075,0.9813681,0.003622389,0.01076509],"study_design_scores_gemma":[0.00001981154,0.00001859103,0.0002526154,0.0001675668,0.00000970132,0.00008153822,0.001554315,0.001407566,0.0001949778,0.9494254,0.0468505,0.00001753758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06917041,0.006974962,0.1827817,0.3392397,0.002079309,0.0002051166,0.0001638735,0.0006725158,0.3987123],"genre_scores_gemma":[0.9509471,0.002090811,0.01943995,0.01162167,0.0008168352,0.0001369109,0.00006854916,0.0002559472,0.0146221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358767,"threshold_uncertainty_score":0.0718593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389792120","doi":"10.51594/ijae.v5i9.647","title":"ECOLOGICAL ECONOMICS IN THE AGE OF 4IR: SPOTLIGHT ON SUSTAINABILITY INITIATIVES IN THE GLOBAL SOUTH","year":2023,"lang":"en","type":"article","venue":"International Journal of Advanced Economics","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Sustainability; Sustainable development; Industrial Revolution; Ecological economics; Political science; Economic growth; Economics; Business; Ecology","authors":[{"name":"Prisca Ugomma Uwaoma","is_ca":false},{"name":"Emmanuel Osamuyimen Eboigbe","is_ca":true},{"name":"Simon Kaggwa","is_ca":false},{"name":"Deborah Idowu Akinwolemiwa","is_ca":false},{"name":"Stephen Osawaru Eloghosa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04006068861742831,"gpt":0.2851817116888403,"spread":0.245121023071412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919536,0.0001919841,0.0002185159,0.001212791,0.001734829,0.003630775,0.0003025055,0.001391199,0.005156658],"category_scores_gemma":[0.001732453,0.0001072706,0.0003013731,0.001363233,0.007297871,0.007162774,0.003845166,0.002551252,0.0002219378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004261663,"about_ca_system_score_gemma":0.002445299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002943149,"about_ca_topic_score_gemma":0.004375661,"domain_scores_codex":[0.9994302,0.0002604382,0.00001443043,0.00005252326,0.0001164273,0.0001259287],"domain_scores_gemma":[0.9989679,0.0005201052,0.00015282,0.00006448732,0.0001200747,0.0001746678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001572528,0.0000230385,0.002422274,0.0001179043,0.000004862043,0.0001866555,0.00330867,0.0005340168,0.000269043,0.9683416,0.003725491,0.02105059],"study_design_scores_gemma":[0.000006425442,0.0000574446,0.01314974,0.0005464804,0.00001019778,0.0003991876,0.01964251,0.0008293607,0.0006399394,0.6060768,0.35861,0.00003189709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2597983,0.05521334,0.009169729,0.3087474,0.001152209,0.00003612461,0.0001294033,0.00005453557,0.365699],"genre_scores_gemma":[0.952152,0.02776226,0.001386797,0.006272727,0.0005942697,0.0000232721,0.00002532019,0.0000272471,0.01175605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005156658,"threshold_uncertainty_score":0.03092062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037946177","doi":"10.5751/es-11639-250224","title":"Using a social-ecological system approach to enhance understanding of structural interconnectivities within the beekeeping industry for sustainable decision making","year":2020,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Beekeeping; Sustainable development; Ecology; Business; Environmental resource management; Environmental planning; Environmental economics; Geography; Economics; Biology","authors":[{"name":"Vidushi Patel","is_ca":false},{"name":"Eloise M. Biggs","is_ca":false},{"name":"Natasha Pauli","is_ca":false},{"name":"Bryan Boruff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.116415516168162,"gpt":0.2931598594709348,"spread":0.1767443433027728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716437,0.0008167049,0.0008077657,0.003224111,0.001815588,0.00383232,0.00134833,0.001643657,0.007812887],"category_scores_gemma":[0.005769096,0.0005185133,0.001458547,0.001789429,0.004415749,0.008550056,0.005122103,0.002598974,0.0004033154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687698,"about_ca_system_score_gemma":0.003018578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008205634,"about_ca_topic_score_gemma":0.01657235,"domain_scores_codex":[0.9988195,0.0007948081,0.00004714877,0.0001431485,0.0001259247,0.00006940599],"domain_scores_gemma":[0.9959671,0.002757594,0.0004747977,0.0002536767,0.0002470601,0.0002997538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006021628,0.0002558844,0.0204664,0.0004779675,0.000534788,0.0004327856,0.004391328,0.1251141,0.002045469,0.7903275,0.0031516,0.05274193],"study_design_scores_gemma":[0.00002612509,0.00009088626,0.005126276,0.0001253432,0.00008826557,0.00009982445,0.002902142,0.1529481,0.0002719393,0.8287626,0.009511741,0.00004682548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1156521,0.003030299,0.8219086,0.01793366,0.000207238,0.000261769,0.0005142918,0.0003092522,0.04018275],"genre_scores_gemma":[0.8086115,0.001394815,0.1877111,0.0003214979,0.0000777281,0.0002521883,0.0001980355,0.00003897033,0.001394053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008205634,"threshold_uncertainty_score":0.02675623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391044888","doi":"10.1093/isq/sqae003","title":"Cross-Network Weaponization in the Semiconductor Supply Chain","year":2023,"lang":"en","type":"article","venue":"International Studies Quarterly","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École Nationale d'Administration Publique","funders":"Georgetown University","keywords":"Centrality; Coercion (linguistics); Scholarship; Supply chain; Network analysis; Computer science; Power (physics); Network science; Computer security; Business; Complex network; Industrial organization; Economics; Engineering; Marketing; Economic growth","authors":[{"name":"Guillaume Beaumier","is_ca":true},{"name":"Madison Cartwright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07942438279680666,"gpt":0.3025195301410972,"spread":0.2230951473442906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000784192,0.0002341336,0.0002588831,0.002735377,0.0009588201,0.003337679,0.0003279515,0.0006336823,0.008709079],"category_scores_gemma":[0.005756455,0.0002349364,0.0002921562,0.004054833,0.001991509,0.003909769,0.002338047,0.0005821671,0.0003906653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525114,"about_ca_system_score_gemma":0.0008376058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288971,"about_ca_topic_score_gemma":0.009829773,"domain_scores_codex":[0.9993166,0.0002967891,0.00002626952,0.000131979,0.0001142924,0.000114085],"domain_scores_gemma":[0.9970742,0.001526688,0.0007800488,0.0001396989,0.000312723,0.0001665205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000224408,0.0001370683,0.1914263,0.000230657,0.0002644753,0.000871171,0.006809195,0.1715303,0.003544011,0.5555146,0.001944363,0.06750351],"study_design_scores_gemma":[0.00004615824,0.0001638213,0.1415166,0.0003402845,0.0002073123,0.0003085765,0.01558979,0.2737089,0.002509138,0.5354375,0.03006631,0.0001056937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902723,0.0007157274,0.05679572,0.001473352,0.00001961956,0.00004728267,0.0003460383,0.00006089812,0.05026908],"genre_scores_gemma":[0.9972447,0.0001373868,0.001502539,0.0000200223,0.000003242506,0.00001185044,0.00003803227,0.000004891534,0.001037312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288971,"threshold_uncertainty_score":0.02913475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763156786","doi":"10.3389/fnbeh.2017.00188","title":"Can Neuroscience Assist Us in Constructing Better Patterns of Economic Decision-Making?","year":2017,"lang":"en","type":"review","venue":"Frontiers in Behavioral Neuroscience","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"London Metropolitan University; University of New England; University of Texas at Arlington; Chapman University; Kennesaw State University; Linnéuniversitetet; Appalachian State University; University of Illinois at Urbana-Champaign; Nipissing University; Bard College; University of South Florida; Meiji University; University of Akron; University of South Africa; University of Miami","keywords":"Neuroeconomics; Cognition; GRASP; Psychology; Cognitive science; Cognitive psychology; Computer science; Neuroscience","authors":[{"name":"George Lăzăroiu","is_ca":false},{"name":"Aurel Pera","is_ca":false},{"name":"Ramona O. Ştefănescu-Mihăilă","is_ca":false},{"name":"Nela Mircică","is_ca":false},{"name":"Octav Neguriţă","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1506740571259451,"gpt":0.3568479782736408,"spread":0.2061739211476957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01595492,0.001636283,0.001814049,0.004222163,0.001875474,0.01186768,0.003487936,0.004006617,0.007923948],"category_scores_gemma":[0.03805394,0.000928637,0.001374589,0.002068542,0.02581945,0.0433336,0.005975306,0.007534226,0.002868753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252088,"about_ca_system_score_gemma":0.003681528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945038,"about_ca_topic_score_gemma":0.003016476,"domain_scores_codex":[0.9956988,0.002081209,0.0004085885,0.0008640102,0.0006907373,0.0002567178],"domain_scores_gemma":[0.9854994,0.006999605,0.001449045,0.00369911,0.001501431,0.0008515545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004069752,0.00005097316,0.002819387,0.0003147371,0.00007666338,0.00009272766,0.001516832,0.003987348,0.0003785517,0.9516687,0.004408693,0.03464482],"study_design_scores_gemma":[0.000006184462,0.000008972083,0.000328186,0.00007725961,0.000005184222,0.00002464413,0.0003339839,0.001533023,0.0000983992,0.9896821,0.007887131,0.00001493416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04093028,0.021106,0.5709977,0.243992,0.003169838,0.0002911119,0.0008356521,0.0008510098,0.1178265],"genre_scores_gemma":[0.4458718,0.01791293,0.5127274,0.01489035,0.001449575,0.000586174,0.0006319329,0.0003756661,0.005554168],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01595492,"threshold_uncertainty_score":0.08437872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978300657","doi":"10.1177/0020715209105145","title":"The Thermodynamics of Unequal Exchange","year":2009,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Per capita; Economics; Underdevelopment; Population; Panel data; Natural resource economics; Econometrics; Economic growth","authors":[{"name":"Kirk Lawrence","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09003765117902526,"gpt":0.3205526125090559,"spread":0.2305149613300307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003532124,0.0004053801,0.0006917702,0.00146082,0.003956505,0.005093585,0.001087846,0.002256884,0.01449689],"category_scores_gemma":[0.008795731,0.0003855143,0.0007943132,0.0009046867,0.0168424,0.009852075,0.005630433,0.002817099,0.001484301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709141,"about_ca_system_score_gemma":0.001993019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532846,"about_ca_topic_score_gemma":0.001145715,"domain_scores_codex":[0.9967614,0.001363392,0.0001200156,0.0005301206,0.0007796423,0.0004455633],"domain_scores_gemma":[0.9962385,0.001881551,0.0003289388,0.0008725995,0.000416627,0.0002618398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003570744,0.000003274809,0.00006853657,0.00001011107,0.000003184596,0.00002231813,0.0001307439,0.0003549673,0.00004181737,0.9974812,0.0008947064,0.0009854835],"study_design_scores_gemma":[0.000005269937,0.00000311279,0.0001036267,0.00001044233,0.000001426488,0.00002232289,0.00006028197,0.0007356317,0.00003293262,0.9938297,0.005190682,0.000004649852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07296856,0.008581782,0.1059529,0.04981088,0.001988381,0.000206072,0.0006958997,0.0001842535,0.7596113],"genre_scores_gemma":[0.9422634,0.003557738,0.01344206,0.003563123,0.001670804,0.0004233582,0.0001947719,0.0001344175,0.03475038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01449689,"threshold_uncertainty_score":0.04849696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105360614","doi":"10.1111/caje.12033","title":"Does complexity explain the structure of trade?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación; Generalitat Valenciana; Eusko Jaurlaritza","keywords":"Commodity; Comparative advantage; Production (economics); Economics; World trade; Developing country; Process (computing); International trade; Econometrics; Computer science; Microeconomics; Market economy; Economic growth","authors":[{"name":"Asier Minondo","is_ca":false},{"name":"Francisco Requena Silvente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1700368836430061,"gpt":0.1735256166485205,"spread":0.003488733005514305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018526,0.000395348,0.0006404106,0.00280643,0.0004838249,0.002445586,0.0005321329,0.0007335016,0.009544882],"category_scores_gemma":[0.008115161,0.000234145,0.001001584,0.002559807,0.002136357,0.003441224,0.00148816,0.0007394528,0.0009197596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009624518,"about_ca_system_score_gemma":0.0005086966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321154,"about_ca_topic_score_gemma":0.001989285,"domain_scores_codex":[0.9995529,0.0001072794,0.00002661962,0.00009413563,0.0001120773,0.0001069058],"domain_scores_gemma":[0.9901882,0.004881652,0.003076842,0.0008105889,0.0004678018,0.0005749735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000426203,0.0001761416,0.6883153,0.0003062842,0.0006728653,0.0008728093,0.001135034,0.0791732,0.002004331,0.1766397,0.002869993,0.04740808],"study_design_scores_gemma":[0.00006957986,0.0001106825,0.4124179,0.0001720424,0.0001594129,0.0005284107,0.0009419466,0.1004411,0.0006506998,0.477828,0.006614138,0.00006612406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554093,0.001794472,0.01678139,0.002138654,0.00004075001,0.00002782845,0.0005474886,0.00006188902,0.02319818],"genre_scores_gemma":[0.998356,0.0002598553,0.0005012932,0.00003769414,0.00005128696,0.000003850419,0.0001064064,0.000008662676,0.000674935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009544882,"threshold_uncertainty_score":0.0319308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012983490","doi":"","title":"Competing in Artificial Intelligence Chips: China’s Challenge amid Technology War","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"China; Frontier; Applications of artificial intelligence; Engineering; International trade; Business; Political science; Artificial intelligence; Computer science; Law","authors":[{"name":"Dieter Ernst","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05032892460117461,"gpt":0.2350564007714061,"spread":0.1847274761702315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005841857,0.0004958634,0.0005632256,0.001448718,0.009020561,0.007894131,0.001220671,0.002670476,0.007839605],"category_scores_gemma":[0.004523637,0.0003124507,0.0006164922,0.002906171,0.009978844,0.007472251,0.004648158,0.003694095,0.00071456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01304425,"about_ca_system_score_gemma":0.02785495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05822953,"about_ca_topic_score_gemma":0.06449299,"domain_scores_codex":[0.9961913,0.0007194625,0.0001234852,0.0003664293,0.001083229,0.001516045],"domain_scores_gemma":[0.9953405,0.001408672,0.0003927331,0.0004067133,0.001171369,0.001280114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003156858,0.0001740206,0.07728017,0.0004691599,0.000123824,0.00303389,0.05795933,0.003200832,0.003502041,0.5908487,0.08270206,0.1803903],"study_design_scores_gemma":[0.0001077821,0.0006880906,0.1121146,0.0006248757,0.0001149519,0.0006751925,0.08697414,0.006386464,0.004890905,0.136008,0.6510821,0.0003328776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6574695,0.0086793,0.003671932,0.1571148,0.000759656,0.0001220225,0.0004066261,0.0001436351,0.1716326],"genre_scores_gemma":[0.9623299,0.002994699,0.0009639072,0.01192276,0.0001739078,0.00006483342,0.0001652185,0.00004208849,0.02134257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05822953,"threshold_uncertainty_score":0.1157812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W132323492","doi":"10.1007/978-3-319-02054-9_1","title":"Variety, Complexity and Value Creation","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Variety (cybernetics); Value (mathematics); Product (mathematics); Complexity management; Business; Industrial organization; Manufacturing engineering; Engineering; Computer science; Marketing; Mathematics; Artificial intelligence","authors":[{"name":"Hoda ElMaraghy","is_ca":true},{"name":"Waguih ElMaraghy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09708359709571514,"gpt":0.2191742354042258,"spread":0.1220906383085107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004292373,0.0004999705,0.0003768343,0.001026095,0.000855886,0.005259281,0.0005138287,0.001176527,0.01422356],"category_scores_gemma":[0.001108022,0.0002317967,0.0002111315,0.001757134,0.005083502,0.004742984,0.001003668,0.001966776,0.001855501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803193,"about_ca_system_score_gemma":0.000945742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295937,"about_ca_topic_score_gemma":0.002124459,"domain_scores_codex":[0.999699,0.00008669166,0.000009538714,0.00004650947,0.0001275747,0.00003080233],"domain_scores_gemma":[0.9996437,0.0002272739,0.00002522038,0.00004506941,0.00003479006,0.00002394041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002897644,0.000007767799,0.0000652494,0.00003256038,0.000001833584,0.00001090646,0.0001607932,0.000167576,0.00007913965,0.9724723,0.008257436,0.01874157],"study_design_scores_gemma":[0.000002010774,0.000003228409,0.0002080057,0.00004768165,0.000001598747,0.00004221468,0.0001153808,0.000268178,0.00007289259,0.8931288,0.1061062,0.000003948237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006668705,0.05908085,0.01304338,0.006828174,0.0006517021,0.00001972248,0.00008727422,0.00005579545,0.9135644],"genre_scores_gemma":[0.4341853,0.07133161,0.01368298,0.001607172,0.003344906,0.0001501457,0.0002678758,0.0001575427,0.4752725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01422356,"threshold_uncertainty_score":0.04758251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114422304","doi":"10.5267/j.msl.2014.6.022","title":"An application of TOPSIS method for ranking different strategic planning methodology","year":2014,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"TOPSIS; SWOT analysis; Ranking (information retrieval); Strategic planning; Rank (graph theory); Computer science; Ideal solution; Preference; Process management; Order (exchange); Operations research; Business; Management science; Marketing; Mathematics; Engineering; Statistics; Artificial intelligence","authors":[{"name":"Mohsen Esfandiari","is_ca":false},{"name":"Mehdi Rizvandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.129906916396718,"gpt":0.3228944563711247,"spread":0.1929875399744067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007382677,0.001872574,0.00141488,0.008787673,0.002105888,0.00459293,0.001245466,0.0008231225,0.009837108],"category_scores_gemma":[0.01003755,0.0005258521,0.002018072,0.01087458,0.000811987,0.00204199,0.001613547,0.001484711,0.001391832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797969,"about_ca_system_score_gemma":0.005781611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006478576,"about_ca_topic_score_gemma":0.01030938,"domain_scores_codex":[0.9878083,0.004636825,0.001147107,0.0005004319,0.005582553,0.0003249082],"domain_scores_gemma":[0.9953368,0.001885775,0.00038853,0.0001791585,0.002101695,0.0001081129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001858026,0.0001811775,0.003319003,0.003685608,0.0007459807,0.0007568896,0.002678643,0.03456854,0.007465849,0.07736424,0.01926383,0.8497844],"study_design_scores_gemma":[0.0004453795,0.001861402,0.01958014,0.003785135,0.001257198,0.002108734,0.01237016,0.3911053,0.02153172,0.2769346,0.2681758,0.0008442976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01709737,0.002206206,0.9356132,0.001351456,0.0004281831,0.002295192,0.001139756,0.0009220098,0.03894662],"genre_scores_gemma":[0.1247184,0.001760926,0.8667438,0.0001323113,0.00005296297,0.001146085,0.0007558824,0.00006882416,0.004620722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009837108,"threshold_uncertainty_score":0.03904378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126028238","doi":"10.2139/ssrn.2696062","title":"Reaping the Benefits from Global Value Chains","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Business; Economics; Mathematics; Statistics","authors":[{"name":"Kevin C. Cheng","is_ca":false},{"name":"Sidra Rehman","is_ca":false},{"name":"Dulani Seneviratne","is_ca":false},{"name":"Shiny Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05293519756398449,"gpt":0.2264404613867098,"spread":0.1735052638227254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002491999,0.0006217228,0.0004488341,0.001014444,0.00147418,0.006409005,0.0009241068,0.003000642,0.02691046],"category_scores_gemma":[0.01067124,0.0002884293,0.0004112165,0.00148816,0.004184085,0.01508618,0.005795728,0.002096367,0.003079107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257254,"about_ca_system_score_gemma":0.001952981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593406,"about_ca_topic_score_gemma":0.001969611,"domain_scores_codex":[0.9991301,0.0002977431,0.00002262723,0.000148283,0.0002129358,0.0001883142],"domain_scores_gemma":[0.9937975,0.002357418,0.00057301,0.001924623,0.0007866388,0.0005607348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001504099,0.00005852554,0.003298727,0.0001899047,0.00005899311,0.0003447436,0.0008687163,0.006322884,0.0009679659,0.8849652,0.008897794,0.09387606],"study_design_scores_gemma":[0.00002538141,0.00004453268,0.0009910899,0.0001756529,0.00003925242,0.0001297721,0.0008561559,0.003530275,0.0006098638,0.9380165,0.05556554,0.00001600184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.236913,0.00891706,0.09443294,0.04571636,0.0008496551,0.00007758839,0.0003570707,0.0006244628,0.6121118],"genre_scores_gemma":[0.9747866,0.002815678,0.005750163,0.001038203,0.0003083719,0.00001926448,0.00007740815,0.0001039065,0.01510031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02691046,"threshold_uncertainty_score":0.09002441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121169987","doi":"10.2139/ssrn.3549420","title":"Economics of Technological Leapfrogging","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Leapfrogging; Economics; Economic growth","authors":[{"name":"Keun Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652412758534254,"gpt":0.1921037258729193,"spread":0.1755795982875767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003165,0.0001522244,0.0005098828,0.001024692,0.001037813,0.003179452,0.00109584,0.002397737,0.01849135],"category_scores_gemma":[0.006069606,0.0003212065,0.0005099086,0.0006890229,0.002547225,0.004329588,0.001139364,0.001525988,0.0008651728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992283,"about_ca_system_score_gemma":0.001102672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583099,"about_ca_topic_score_gemma":0.001828222,"domain_scores_codex":[0.9995554,0.0001274929,0.00001306421,0.00006597728,0.0001094482,0.000128507],"domain_scores_gemma":[0.9977186,0.001034916,0.0003274926,0.0003503124,0.000236478,0.000332362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003493486,0.0000386184,0.0005263959,0.00002902736,0.000009133462,0.0001048944,0.00007110642,0.0106457,0.0002452008,0.9785876,0.003231084,0.006476438],"study_design_scores_gemma":[0.00002480043,0.00002060745,0.0008130368,0.00002099847,0.00000635685,0.0001231476,0.0001119239,0.02013849,0.0001036849,0.9726983,0.005927861,0.00001067396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.425313,0.007243459,0.062758,0.01991243,0.0003227505,0.0001072485,0.000477551,0.0003249596,0.4835406],"genre_scores_gemma":[0.9703068,0.001357103,0.001892079,0.0003285371,0.0001456682,0.00002584755,0.00004102429,0.0000220351,0.02588094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01849135,"threshold_uncertainty_score":0.06185973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210394756","doi":"10.1108/cr-06-2021-0083","title":"Economic complexity and the dynamics of regional competitiveness a systematic review","year":2022,"lang":"en","type":"review","venue":"Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Originality; Set (abstract data type); Regional science; Management science; Economics; Computer science; Sociology; Qualitative research; Social science","authors":[{"name":"Farideh Bahrami","is_ca":true},{"name":"Behrooz Shahmoradi","is_ca":false},{"name":"Javad Noori","is_ca":false},{"name":"Ekaterina Turkina","is_ca":true},{"name":"Hassan Bahrami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1016935322624489,"gpt":0.3250573818985863,"spread":0.2233638496361374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02967251,0.001144826,0.00360715,0.02574689,0.001195751,0.006749493,0.001850008,0.002250216,0.004231144],"category_scores_gemma":[0.1324616,0.0009393311,0.00366531,0.02019687,0.002291014,0.005968493,0.002686265,0.001712796,0.000473789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005972036,"about_ca_system_score_gemma":0.02877597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076279,"about_ca_topic_score_gemma":0.01196416,"domain_scores_codex":[0.9479889,0.02754492,0.0114513,0.002974698,0.009092291,0.0009478626],"domain_scores_gemma":[0.8446397,0.1201679,0.01924865,0.003437484,0.0115282,0.0009780145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001263384,0.00003605771,0.004691124,0.8399085,0.006312477,0.0005650842,0.002624246,0.0007511348,0.0003749858,0.0104452,0.008281447,0.1258833],"study_design_scores_gemma":[0.00008793785,0.00013222,0.008363454,0.8730447,0.01349142,0.001240315,0.003809987,0.0004291431,0.0003213677,0.006835146,0.09216742,0.00007696146],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003603869,0.9866958,0.002219083,0.003109524,0.0005847798,0.0008188474,0.0006073944,0.00002573527,0.002335021],"genre_scores_gemma":[0.09867206,0.8847802,0.009236794,0.00285345,0.0005759842,0.002547633,0.0006860148,0.00003111509,0.0006167451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02967251,"threshold_uncertainty_score":0.1569251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498327295","doi":"10.1007/978-3-540-92786-0","title":"Innovation System Frontiers","year":2009,"lang":"en","type":"book","venue":"Advances in spatial science","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economies of agglomeration; Economic geography; Fragmentation (computing); World economy; Economic system; Economy; Economics; Business; Industrial organization; Political science; Computer science; Economic growth","authors":[{"name":"Brian Wixted","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01956604925494113,"gpt":0.2294025373704528,"spread":0.2098364881155116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005566211,0.0004183278,0.0003898913,0.001004562,0.0008070113,0.003197747,0.0004995808,0.001016234,0.03602516],"category_scores_gemma":[0.001163667,0.000196363,0.0003912624,0.0008169844,0.00223219,0.003064648,0.001587653,0.002054584,0.005270791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234074,"about_ca_system_score_gemma":0.001029313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060576,"about_ca_topic_score_gemma":0.0007507052,"domain_scores_codex":[0.9995824,0.00008906176,0.00001091339,0.00008920244,0.0001561992,0.00007224487],"domain_scores_gemma":[0.9996573,0.0001016903,0.00002448625,0.00006538253,0.00009575909,0.00005540578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003299919,0.000004381032,0.00003002223,0.00001362488,0.000001473824,0.00001287367,0.00005858906,0.0003628659,0.0001310915,0.982525,0.007208447,0.009648351],"study_design_scores_gemma":[0.000006385992,0.00001273482,0.0002463281,0.00001863444,0.000002207201,0.00007404798,0.00005927082,0.001373486,0.0002481237,0.8211302,0.1768247,0.000003914389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005845516,0.001998052,0.02089017,0.002741787,0.0003706574,0.0000343705,0.0001385607,0.0001136819,0.9678671],"genre_scores_gemma":[0.403756,0.004791169,0.01443864,0.0007691318,0.0009078425,0.0001557432,0.0003417962,0.0001755183,0.5746641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03602516,"threshold_uncertainty_score":0.1205162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591693048","doi":"10.5040/9781849664264.ch-001","title":"Principal Ongoing Mutations of Cultural and Informational Industries","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Principal (computer security); Psychology; Business; Computer science; Computer security","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1446277609194352,"gpt":0.2308281522072355,"spread":0.08620039128780024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002826305,0.000483764,0.0004059629,0.001465797,0.003191608,0.009491897,0.00110768,0.002251163,0.005557249],"category_scores_gemma":[0.00448244,0.0003377383,0.0003068361,0.002072866,0.02152667,0.01028823,0.004143274,0.007883096,0.001109329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006407684,"about_ca_system_score_gemma":0.003043847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126173,"about_ca_topic_score_gemma":0.002344754,"domain_scores_codex":[0.997528,0.0007557148,0.00007370644,0.0003980461,0.001001053,0.0002434995],"domain_scores_gemma":[0.9969111,0.001516549,0.0002607373,0.000563118,0.0004601982,0.0002883609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003375352,0.000005741405,0.0001155472,0.00001275031,8.518477e-7,0.00002718863,0.001613514,0.00003960089,0.00004454966,0.9860588,0.002843917,0.009234202],"study_design_scores_gemma":[0.000006908063,0.00001903434,0.0014713,0.0002415281,0.000003837641,0.0003582006,0.002750668,0.0005646209,0.0006337213,0.6496415,0.3442892,0.00001949318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0461251,0.03015025,0.01942837,0.05131841,0.001423582,0.00007024325,0.00014327,0.000196725,0.8511441],"genre_scores_gemma":[0.7967808,0.02013646,0.009932745,0.007164259,0.002065306,0.0001592907,0.0001234423,0.0002381983,0.1633995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009491897,"threshold_uncertainty_score":0.04649121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990372868","doi":"10.1002/cjas.1555","title":"Economic complexity, product space network and Quebec's global competitiveness","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"Mitacs","keywords":"Product (mathematics); Space (punctuation); Social network analysis; Replicate; Value (mathematics); Sustainable development; Global network; Product topology; Network analysis; Business; Value network; Production (economics); Economic geography; Regional science; Industrial organization; Economic system; Computer science; Economics; Geography; Political science; Microeconomics; Marketing; Engineering; Mathematics; Telecommunications","authors":[{"name":"Yihan Wang","is_ca":true},{"name":"Ekaterina Turkina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1269452650642393,"gpt":0.2926849454949808,"spread":0.1657396804307415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004513558,0.0001668568,0.0001909016,0.002726641,0.001664589,0.003169175,0.0003850606,0.000222424,0.007837643],"category_scores_gemma":[0.002634475,0.00006976497,0.0001890841,0.005091191,0.00120879,0.0007744259,0.0008011139,0.0002712836,0.0002022524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02136246,"about_ca_system_score_gemma":0.01013532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680918,"about_ca_topic_score_gemma":0.9719024,"domain_scores_codex":[0.9996431,0.00007417219,0.00001028898,0.00005864202,0.0001155292,0.00009836588],"domain_scores_gemma":[0.9982168,0.0005160593,0.0003038647,0.00007429642,0.0006482629,0.0002405689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000234098,0.0001005122,0.7254497,0.0001737031,0.0002263659,0.0007843377,0.00590859,0.03839727,0.001588976,0.1469758,0.01090123,0.06925957],"study_design_scores_gemma":[0.00002339068,0.00004608343,0.8882985,0.0001566728,0.00007474303,0.0001596293,0.01425968,0.03882073,0.0004888647,0.01257144,0.04504666,0.00005356672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233487,0.0004384441,0.002098045,0.001070085,0.0000109954,0.00004434472,0.002607269,0.00002994785,0.07035209],"genre_scores_gemma":[0.9962652,0.0001372588,0.0005072629,0.00002237509,0.000002110085,0.000009197225,0.0003376105,0.000003337323,0.002715579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03190815,"threshold_uncertainty_score":0.1549962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396312652","doi":"10.1515/fman-2016-0009","title":"Reindustrialization: A Challenge to the Economy in the First Quarter of the Twenty-First Century","year":2016,"lang":"en","type":"article","venue":"Foundations of Management","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Order (exchange); Homeland; Economics; Quarter (Canadian coin); Economy; Market economy; International trade; Political science","authors":[{"name":"Michał Krawczyński","is_ca":false},{"name":"P. Czyżewski","is_ca":false},{"name":"Karol Bocian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694053534028876,"gpt":0.2259083917273796,"spread":0.1789678563870909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005499603,0.0003703499,0.0003903541,0.001489111,0.005022246,0.009399602,0.0007957584,0.003451122,0.003213477],"category_scores_gemma":[0.004874717,0.000200985,0.0003250461,0.001409867,0.01839407,0.005095833,0.004228733,0.004567611,0.0005040019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008948736,"about_ca_system_score_gemma":0.005187094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335009,"about_ca_topic_score_gemma":0.007331091,"domain_scores_codex":[0.9974076,0.00109742,0.000120788,0.0002393975,0.0004642697,0.0006704626],"domain_scores_gemma":[0.9976298,0.0009068084,0.000302327,0.0002649276,0.0004828348,0.0004133025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002293727,0.00002350074,0.0003616154,0.00005786106,0.000004317066,0.0002006438,0.01061881,0.0001949278,0.0001983141,0.9692124,0.0081697,0.01093494],"study_design_scores_gemma":[0.000008175871,0.00006079167,0.00208381,0.0003942202,0.000003486127,0.0001819046,0.007882371,0.0002561584,0.0005282814,0.1590089,0.8295509,0.00004101822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2116487,0.09291197,0.004514476,0.2739295,0.006387791,0.0000486584,0.0001612635,0.0001788664,0.4102188],"genre_scores_gemma":[0.9308021,0.01023068,0.0009952328,0.0144235,0.0008199142,0.00002907414,0.00003131013,0.00007429937,0.04259394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009399602,"threshold_uncertainty_score":0.06492788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000720207","doi":"10.3390/jrfm13010013","title":"Local Extremes of Selected Industry 4.0 Indicators in the European Space—Structure for Autonomous Systems","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Slezská Univerzita v Opavě","keywords":"Distribution (mathematics); Population; Industrial production; Economic indicator; Space (punctuation); Economic geography; Digitization; Business; Industrial organization; Computer science; Geography; Economics; Mathematics; Macroeconomics; Telecommunications","authors":[{"name":"Milena Botlíková","is_ca":false},{"name":"Josef Botlík","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01878035736903699,"gpt":0.1903186073609217,"spread":0.1715382499918847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717045,0.0002905409,0.0003183809,0.004887917,0.0004731644,0.001534255,0.0002816906,0.0004201322,0.001569433],"category_scores_gemma":[0.005853101,0.0001383948,0.0005513287,0.004784707,0.0006532054,0.0009891805,0.000986958,0.0004290786,0.000189839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289089,"about_ca_system_score_gemma":0.000373734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005628832,"about_ca_topic_score_gemma":0.004260142,"domain_scores_codex":[0.9991645,0.0002082503,0.00007480654,0.0001465894,0.0002412193,0.0001647372],"domain_scores_gemma":[0.9955681,0.001677743,0.001168934,0.0002152497,0.001072816,0.0002972225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005983082,0.0001576043,0.7828408,0.0002595981,0.0002171768,0.000875607,0.001533939,0.09357862,0.003753121,0.04500167,0.00234835,0.06883518],"study_design_scores_gemma":[0.00001686171,0.0002541,0.8926678,0.00007812658,0.00005992246,0.000352972,0.001865542,0.07616061,0.002739322,0.01883422,0.006895469,0.00007505632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736972,0.0004393032,0.01102465,0.0001255861,0.000009465116,0.00003245696,0.0007964318,0.00009197264,0.0137828],"genre_scores_gemma":[0.9971181,0.00006650597,0.001871624,0.000004460967,0.000003626159,0.0000126961,0.0005080451,0.000008038392,0.0004069193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005628832,"threshold_uncertainty_score":0.01119214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391265005","doi":"10.1016/j.jfs.2024.101228","title":"Financial stability through the lens of complex systems","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Stability","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Zürich; European Central Bank; Bank of Canada; Smithsonian Institution","keywords":"Systemic risk; Global financial system; Financial crisis; Economics; Financial stability; Financial market; Finance; Financial market participants; Business; Financial system; Indirect finance","authors":[{"name":"Grzegorz Hałaj","is_ca":false},{"name":"Serafín Martínez-Jaramillo","is_ca":false},{"name":"Stefano Battiston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.147541915110804,"gpt":0.2603805646201482,"spread":0.1128386495093442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338459,0.0006742072,0.0007266777,0.002702548,0.001156266,0.006573491,0.0007167124,0.001917321,0.005060952],"category_scores_gemma":[0.009460058,0.0003646373,0.0005381415,0.001371026,0.005954483,0.008199154,0.002433455,0.003148765,0.000292526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227942,"about_ca_system_score_gemma":0.001211437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834618,"about_ca_topic_score_gemma":0.00132397,"domain_scores_codex":[0.9989547,0.0006399344,0.00003622731,0.00009922871,0.0001982774,0.00007173001],"domain_scores_gemma":[0.9917645,0.006226539,0.0007269676,0.0003694475,0.0004966427,0.000415909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004011929,0.000004199416,0.0002185881,0.0000167924,0.0000100096,0.00002485149,0.0001776501,0.005178424,0.0000498026,0.9922149,0.0004339254,0.001666909],"study_design_scores_gemma":[0.000003614918,0.000004093517,0.0002014549,0.00001638674,0.000003363368,0.00001544101,0.000119824,0.01876924,0.00001847442,0.9784275,0.002415603,0.000005103368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.162139,0.02546854,0.5401204,0.07246075,0.001507579,0.00006330594,0.0005507934,0.0002910355,0.1973986],"genre_scores_gemma":[0.977202,0.005193467,0.01273639,0.0004276933,0.001152534,0.00003923411,0.00004421192,0.00004217431,0.003162166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006573491,"threshold_uncertainty_score":0.01693052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324981605","doi":"10.5751/es-05402-170437","title":"Response to \"Panarchy and the Law\"","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Novelty; Resilience (materials science); Scale (ratio); Economic geography; Ecology; Environmental resource management; Computer science; Environmental science; Economics; Geography; Biology; Psychology; Physics; Cartography; Social psychology","authors":[{"name":"C. S. Holling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03121996128848264,"gpt":0.2259443284061539,"spread":0.1947243671176713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006130028,0.0002948775,0.0004334602,0.0006220817,0.004082604,0.004975601,0.0009568717,0.006089242,0.01513059],"category_scores_gemma":[0.02277433,0.0001916766,0.0003508336,0.0007826295,0.01439501,0.005982987,0.005209738,0.009150334,0.001263228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005420358,"about_ca_system_score_gemma":0.003249032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460448,"about_ca_topic_score_gemma":0.00386994,"domain_scores_codex":[0.9962579,0.001221498,0.0001412598,0.0008156534,0.0008783337,0.0006854228],"domain_scores_gemma":[0.9917251,0.0032368,0.001089725,0.001312746,0.001422568,0.001212984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006588235,0.000029137,0.001355725,0.00005561941,0.00001222141,0.000215975,0.005457263,0.00020748,0.0003040326,0.9066544,0.07242668,0.0132156],"study_design_scores_gemma":[0.00005201644,0.00004961938,0.003017914,0.0001062556,0.000006922189,0.000175012,0.006332872,0.0005825417,0.0002913943,0.4914667,0.4978875,0.00003125744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05523522,0.003168497,0.007847311,0.6630433,0.004117447,0.00006304865,0.0001936446,0.0002043322,0.2661272],"genre_scores_gemma":[0.8227862,0.001122604,0.001057642,0.1275989,0.001978326,0.00007578588,0.00007395635,0.00008727977,0.04521931],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01513059,"threshold_uncertainty_score":0.05061686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387973311","doi":"10.1080/02255189.2023.2268801","title":"Does economic complexity enhance governance quality in Africa?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Corporate governance; Human capital; Development economics; Quality (philosophy); Good governance; Sustainable development; Inequality; Economics; Economic system; Business; Political science; Economic growth","authors":[{"name":"Ronald Djeunankan","is_ca":false},{"name":"Brice Kamguia","is_ca":false},{"name":"Sosson Tadadjeu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1705803690045581,"gpt":0.2714318626396386,"spread":0.1008514936350804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001772452,0.0001350556,0.0002585718,0.001412482,0.0006516433,0.002174953,0.000187617,0.0003247624,0.002921023],"category_scores_gemma":[0.0122667,0.0001529269,0.0002047354,0.002126243,0.00179164,0.002234176,0.00190026,0.0004317486,0.0001087664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502033,"about_ca_system_score_gemma":0.001298595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113816,"about_ca_topic_score_gemma":0.01816152,"domain_scores_codex":[0.9986041,0.0005464881,0.0001003584,0.0001323617,0.0001753813,0.0004412901],"domain_scores_gemma":[0.9876373,0.002913356,0.007315792,0.0005029403,0.0005827017,0.001048052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004786074,0.00005402492,0.9604259,0.00008056971,0.00007879471,0.0003578868,0.003045998,0.001664692,0.0003242763,0.01384072,0.0005289911,0.01955024],"study_design_scores_gemma":[0.000006841824,0.00003059878,0.9888003,0.00009732214,0.00002105216,0.00008624212,0.003051565,0.0008667778,0.0001533796,0.00384205,0.003036056,0.000007799084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990184,0.0006162982,0.0005785672,0.00185932,0.00001061757,0.00001913938,0.0001022409,0.000003349407,0.006626446],"genre_scores_gemma":[0.9995419,0.0001732442,0.00008622917,0.00003195602,0.000005801364,0.000002118483,0.00001762873,7.620715e-7,0.0001403656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113816,"threshold_uncertainty_score":0.0221467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W177072876","doi":"10.22215/timreview692","title":"From Ideas to Opportunities: Exploring the Construction of Technology-Based Entrepreneurial Opportunities","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitat Ramon Llull; De La Salle University","keywords":"Dynamism; Promotion (chess); Entrepreneurship; Context (archaeology); Foundation (evidence); Outcome (game theory); Business; Economic system; Economic growth; Political science; Economics; Finance","authors":[{"name":"Ferran Giones","is_ca":false},{"name":"Zhao Zhou","is_ca":false},{"name":"Francesc Miralles","is_ca":false},{"name":"Bernhard Katzy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.171115978890765,"gpt":0.2582174415048277,"spread":0.08710146261406271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481603,0.0003359898,0.0002825492,0.002752331,0.001553179,0.006779794,0.0008439208,0.001301351,0.008322694],"category_scores_gemma":[0.006923771,0.0002234189,0.0004343244,0.003394603,0.009952127,0.00929584,0.003071758,0.001257887,0.0005171071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223,"about_ca_system_score_gemma":0.001877684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008184303,"about_ca_topic_score_gemma":0.001670981,"domain_scores_codex":[0.997893,0.001468776,0.00004950412,0.0001301145,0.0002499484,0.0002086319],"domain_scores_gemma":[0.993374,0.004957909,0.0007298183,0.000217351,0.0004060453,0.0003148181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009942639,0.0000108124,0.0007697363,0.0001615084,0.000007319848,0.0001648958,0.003333467,0.0003842639,0.00005845553,0.9757044,0.000715349,0.01867988],"study_design_scores_gemma":[0.000009029866,0.0000165041,0.001887815,0.0005066354,0.0000109104,0.0003146605,0.00819539,0.001158177,0.0001445253,0.9380829,0.04966369,0.000009703906],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1754262,0.08014743,0.08319987,0.02909263,0.0004999549,0.0002134808,0.0001819505,0.00005807562,0.6311805],"genre_scores_gemma":[0.9645963,0.01942556,0.008377688,0.0003295372,0.00009167744,0.00009826703,0.00004898653,0.00001585558,0.007016017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008322694,"threshold_uncertainty_score":0.02784216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789276127","doi":"10.21511/ppm.16(1).2018.32","title":"Holacracy and Obliquity: contingency management approaches in organizing companies","year":2018,"lang":"en","type":"article","venue":"Problems and Perspectives in Management","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Agile software development; Operationalization; Knowledge management; Contingency theory; Implementation; Process management; Contingency; Computer science; Organizational culture; Business; Scrum; Multinational corporation; Novelty; Engineering management; Software development; Software; Engineering; Management; Economics","authors":[{"name":"Емил Велинов","is_ca":false},{"name":"Vasko Vassilev","is_ca":true},{"name":"Igor V. Denisov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1534760233576167,"gpt":0.2434572844139285,"spread":0.08998126105631177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007675002,0.0003579673,0.0002418705,0.002777953,0.002193494,0.005152821,0.0007895804,0.0005763664,0.002294714],"category_scores_gemma":[0.009419408,0.0002428257,0.0003755609,0.001780396,0.0106924,0.004237944,0.00328594,0.001429383,0.000151655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004073634,"about_ca_system_score_gemma":0.003320185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799605,"about_ca_topic_score_gemma":0.003028014,"domain_scores_codex":[0.9922729,0.005663837,0.0002535844,0.0005331169,0.0009016502,0.0003750745],"domain_scores_gemma":[0.9872807,0.007485485,0.002704707,0.0009339699,0.0008257179,0.0007694365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008966546,0.0001381325,0.01801934,0.0003958298,0.00006527477,0.0002843311,0.03981242,0.005600555,0.0005865196,0.8188611,0.001743424,0.1144034],"study_design_scores_gemma":[0.00007747292,0.0002882003,0.02105532,0.0007234788,0.00006021331,0.0004661765,0.06025041,0.01844064,0.0009428409,0.8349792,0.06261978,0.00009645947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3215375,0.005442211,0.512389,0.01638825,0.0004506613,0.0006243085,0.00008705287,0.0001506292,0.1429304],"genre_scores_gemma":[0.959457,0.0006073607,0.03688691,0.0003314812,0.00008026966,0.0002044541,0.00001796054,0.00001653967,0.002398049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007675002,"threshold_uncertainty_score":0.04058981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398242279","doi":"10.1016/j.heliyon.2024.e31794","title":"Does economic complexity help in achieving environmental sustainability? New empirical evidence from N-11 countries","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Energy Council of Canada; World Bank Group","keywords":"Sustainability; Empirical evidence; Sustainability science; Sustainability organizations; Natural resource economics; Economics; Ecology; Biology; Philosophy","authors":[{"name":"Mosab I. Tabash","is_ca":false},{"name":"Umar Farooq","is_ca":false},{"name":"Abdullah A. Aljughaiman","is_ca":false},{"name":"Wing‐Keung Wong","is_ca":false},{"name":"Muhammad AsadUllah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08362026972256592,"gpt":0.2785311786245732,"spread":0.1949109089020072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002158047,0.000272014,0.0003342818,0.001745177,0.0003467098,0.001514045,0.000253187,0.000353798,0.00194168],"category_scores_gemma":[0.006345966,0.0001193148,0.0005347772,0.00291891,0.001056426,0.001844087,0.001446454,0.0006614513,0.0001333559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434231,"about_ca_system_score_gemma":0.0006682765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882963,"about_ca_topic_score_gemma":0.01148857,"domain_scores_codex":[0.9991937,0.0003152435,0.00007591951,0.0001411776,0.0001259193,0.0001480419],"domain_scores_gemma":[0.9891585,0.005422061,0.003892371,0.0005744331,0.0005831117,0.000369623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479536,0.0001355523,0.9239514,0.0005051504,0.0006199788,0.001460072,0.001414588,0.008486091,0.0002637049,0.01518239,0.002258281,0.04547489],"study_design_scores_gemma":[0.00001959956,0.00008539888,0.9743498,0.0004023532,0.0003586061,0.0001908186,0.004992041,0.003296429,0.0004507809,0.003244249,0.0125828,0.00002715007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832118,0.00421917,0.0006956115,0.0008995827,0.0000237305,0.000010228,0.0003606222,0.00000538559,0.01057379],"genre_scores_gemma":[0.9978001,0.001499589,0.0001370101,0.00006756154,0.00001432507,0.000002949025,0.0002184575,0.0000020031,0.0002581524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008882963,"threshold_uncertainty_score":0.01766253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406779592","doi":"10.1017/als.2024.30","title":"The Digital Silk Road: “Tech-Diplomacy” as a Paradigm for Understanding Technological Adoption and Emerging Digital Regulations in MENA","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Law and Society","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Diplomacy; SILK; Business; Political science; Engineering; Telecommunications; Politics","authors":[{"name":"Andrew Dahdal","is_ca":false},{"name":"Adel Abdel Ghafar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03848191539503498,"gpt":0.254496331010581,"spread":0.216014415615546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006818247,0.0003449237,0.0003879762,0.003473061,0.004713978,0.01268121,0.001577002,0.003689327,0.004411487],"category_scores_gemma":[0.005629349,0.0002884012,0.0005445441,0.002326237,0.04693807,0.01771031,0.006621989,0.004215572,0.0004065843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007597419,"about_ca_system_score_gemma":0.003753298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006343657,"about_ca_topic_score_gemma":0.004627104,"domain_scores_codex":[0.9958972,0.002748817,0.0001331326,0.0004127343,0.0004222477,0.0003859079],"domain_scores_gemma":[0.994382,0.003484,0.0009232077,0.0005486109,0.0003680527,0.0002942083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001614209,0.000005182048,0.0002144889,0.000007487141,6.205504e-7,0.00003746782,0.005181241,0.00006008109,0.0000241879,0.9935985,0.0001005405,0.000768634],"study_design_scores_gemma":[0.00001121687,0.00003308909,0.002716346,0.0004280151,0.000008553206,0.0002672313,0.04437489,0.003324755,0.0003078085,0.8491701,0.09933019,0.00002770015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1658115,0.005594035,0.06533594,0.03839913,0.0002792268,0.0001863915,0.000111907,0.00006096905,0.724221],"genre_scores_gemma":[0.987474,0.001006856,0.004568724,0.001057176,0.00009776331,0.0001402486,0.00002481182,0.0000219598,0.005608459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01268121,"threshold_uncertainty_score":0.05512339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112819430","doi":"10.1051/e3sconf/202021703004","title":"Human wellbeing and automotive industry: correlations in the era of economical digitalization","year":2020,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prosperity; Automotive industry; Ranking (information retrieval); Index (typography); Position (finance); Population; Human Development Index; Business; Economy; Economics; Economic growth; Engineering; Demography; Human development (humanity); Sociology; Computer science","authors":[{"name":"Egor Dudukalov","is_ca":false},{"name":"Muhammad Imtiaz Subhani","is_ca":false},{"name":"Denis Ushakov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06694075609102502,"gpt":0.2429895321441851,"spread":0.1760487760531601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007503025,0.0002024228,0.0002255,0.001911213,0.0006578615,0.001915944,0.0002708768,0.000418052,0.007306848],"category_scores_gemma":[0.004406675,0.0001189301,0.0004384446,0.003349464,0.0008473909,0.001404539,0.001847412,0.001224673,0.0008027114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842232,"about_ca_system_score_gemma":0.000663895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006184034,"about_ca_topic_score_gemma":0.007751091,"domain_scores_codex":[0.999243,0.0002428794,0.00003941879,0.0001261366,0.0001831574,0.0001654019],"domain_scores_gemma":[0.9950241,0.001738579,0.001554168,0.0002609302,0.0006277977,0.0007942697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005879236,0.00006649606,0.965606,0.0001033098,0.00009353744,0.0001673121,0.001908277,0.0002203168,0.0001191589,0.003785018,0.001199587,0.02667205],"study_design_scores_gemma":[9.900741e-7,0.00003687706,0.9894713,0.00006294862,0.00002640801,0.00007965141,0.00410592,0.0002015376,0.00005381226,0.001085205,0.004867068,0.000008482687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532508,0.00516488,0.0009523819,0.003191554,0.0001231628,0.00002159515,0.001099581,0.00001878795,0.03617726],"genre_scores_gemma":[0.9969379,0.0009988953,0.0001819067,0.0001304977,0.00005809504,0.000008107392,0.0002019747,0.000004372192,0.001478307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007306848,"threshold_uncertainty_score":0.02444381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403067849","doi":"10.1016/j.resourpol.2024.105326","title":"Is natural resource abundance a curse or an opportunity? Economic complexity, FDI, and industrial policies in Mozambique","year":2024,"lang":"en","type":"article","venue":"Resources Policy","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Fundação para a Ciência e a Tecnologia; Instituto de Sistemas Complejos de Ingeniería; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Resource curse; Natural resource; Curse; Natural resource economics; Foreign direct investment; Economics; Natural (archaeology); Abundance (ecology); Resource (disambiguation); Business; International trade; Ecology; Macroeconomics; Geography; Biology; Computer science","authors":[{"name":"Geraldo Timbe","is_ca":false},{"name":"Flávio L. Pinheiro","is_ca":false},{"name":"Wouter Bam","is_ca":true},{"name":"Dominik Hartmann","is_ca":false},{"name":"Karolien De Bruyne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895827819817737,"gpt":0.3263047369769024,"spread":0.1367219549951287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003030061,0.0001200346,0.0002226447,0.00102253,0.0004839766,0.001213627,0.0002284084,0.0002761955,0.001417548],"category_scores_gemma":[0.00111339,0.0001109203,0.0002047295,0.00156088,0.0008006052,0.0005727322,0.0005315373,0.0005368014,0.00006746256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003795094,"about_ca_system_score_gemma":0.0023137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3524214,"about_ca_topic_score_gemma":0.4080319,"domain_scores_codex":[0.9998356,0.00001978637,0.000005972463,0.00001689708,0.00001558375,0.0001061247],"domain_scores_gemma":[0.9993922,0.0001536146,0.0002988206,0.00001567102,0.00006881853,0.00007090787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317743,0.00008635566,0.951804,0.0002918242,0.0001563359,0.002099989,0.002585809,0.004962564,0.001447945,0.01143778,0.001780343,0.02321513],"study_design_scores_gemma":[0.000008353453,0.00002204438,0.9899009,0.0001222547,0.00003352311,0.00009162387,0.002828785,0.001749923,0.0001684366,0.000705648,0.004358441,0.00001012305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994375,0.0009561706,0.0001266611,0.001205722,0.000003609114,0.000009789327,0.0002722004,0.000003827776,0.003047019],"genre_scores_gemma":[0.9989158,0.0004366647,0.00007061109,0.00004011478,0.000002749034,0.000004433259,0.00009377574,8.492681e-7,0.0004350905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524214,"threshold_uncertainty_score":0.7007402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232520028","doi":"10.31235/osf.io/u5wba","title":"Rise of the War Machines: Charting the Evolution of Military Technologies from the Neolithic to the Industrial Revolution","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"","keywords":"Industrial Revolution; Politics; History of technology; Proxy (statistics); Technological change; Emerging technologies; Economic geography; History; Population; Geography; Social evolution; Economy; Political science; Data science; Engineering; Archaeology; Sociology; Computer science; Economics; Anthropology; Demography; Law","authors":[{"name":"Peter Turchin","is_ca":false},{"name":"Daniel Hoyer","is_ca":true},{"name":"Andrey Korotayev","is_ca":false},{"name":"Nikolay Kradin","is_ca":false},{"name":"Sergei Nefedov","is_ca":false},{"name":"Gary M. Feinman","is_ca":false},{"name":"Jill Levine","is_ca":false},{"name":"Jenny Reddish","is_ca":false},{"name":"Enrico Cioni","is_ca":false},{"name":"Chelsea Thorpe","is_ca":false},{"name":"James S. Bennett","is_ca":false},{"name":"Pieter François","is_ca":false},{"name":"Harvey Whitehouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07489715564305759,"gpt":0.2254990106514979,"spread":0.1506018550084403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005367852,0.0001482006,0.0001902375,0.003580041,0.0004870997,0.001740454,0.0001883731,0.0003443285,0.003248712],"category_scores_gemma":[0.002618682,0.0001799859,0.0001678914,0.004805326,0.001382557,0.0014505,0.0008176437,0.0004847865,0.0003660912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493897,"about_ca_system_score_gemma":0.0003413357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268718,"about_ca_topic_score_gemma":0.0208058,"domain_scores_codex":[0.9997677,0.00007217115,0.00001348221,0.00005392827,0.00004094969,0.00005176234],"domain_scores_gemma":[0.9987242,0.0004628685,0.0004840035,0.00009973077,0.0001485652,0.00008062991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002313245,0.00005593305,0.8243729,0.0001369754,0.00009083837,0.0005985024,0.01318087,0.004959588,0.00232577,0.06289314,0.002368348,0.08878576],"study_design_scores_gemma":[0.000006055748,0.00002318264,0.9773774,0.00005085332,0.000018324,0.0001755205,0.002519762,0.002030244,0.0004580056,0.006012971,0.01131485,0.00001280925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870031,0.001154172,0.0008787444,0.000438618,0.000006377108,0.000006505646,0.000752308,0.00001292256,0.009747312],"genre_scores_gemma":[0.9973565,0.0006690843,0.0005027682,0.00003157065,0.00001108991,0.000004837021,0.0004551648,0.000009957002,0.0009590024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268718,"threshold_uncertainty_score":0.02522665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312854154","doi":"10.2139/ssrn.4287934","title":"International Business is Contributing to Environmental Crises","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Business; International business; Environmental planning; Environmental science; Economics; Management","authors":[{"name":"Haitao Yu","is_ca":false},{"name":"Pratima Bansal","is_ca":true},{"name":"Diane‐Laure Arjaliès","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01868361864072813,"gpt":0.2089092745920749,"spread":0.1902256559513467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000965462,0.0002520134,0.0003960661,0.001974637,0.001419132,0.007807096,0.0003717281,0.003993884,0.01922342],"category_scores_gemma":[0.006581087,0.0001783782,0.0002755404,0.004170872,0.001238306,0.005219532,0.001695708,0.003411359,0.002190835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363542,"about_ca_system_score_gemma":0.001583417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857048,"about_ca_topic_score_gemma":0.006348789,"domain_scores_codex":[0.9994529,0.0001214822,0.00003069079,0.00006182363,0.0001667212,0.000166381],"domain_scores_gemma":[0.9949918,0.001028697,0.001798013,0.000214783,0.0008055221,0.001161125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008518609,0.0004005673,0.1766453,0.0007987362,0.0002082774,0.003237187,0.003310938,0.005029674,0.001487853,0.2334028,0.3998184,0.1748082],"study_design_scores_gemma":[0.00006217057,0.0001344205,0.1519119,0.0009571692,0.0001915257,0.001378005,0.02464123,0.00480187,0.001649151,0.1885615,0.6256069,0.0001040928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3387714,0.02173794,0.00148433,0.228015,0.004124395,0.00002508043,0.001599159,0.0003096486,0.403933],"genre_scores_gemma":[0.9589102,0.01334112,0.0002214268,0.004310668,0.002141335,0.000009147832,0.0004310819,0.00009288191,0.02054204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01922342,"threshold_uncertainty_score":0.06430876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285167430","doi":"10.1007/978-3-031-79167-3_5","title":"Industry Applications","year":2022,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on artificial intelligence and machine learning","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Canadian Institute for Advanced Research","funders":"","keywords":"Computer science; Reading (process); Core (optical fiber); Current (fluid); Reinforcement learning; Management science; Cognitive science; Engineering; Artificial intelligence; Psychology; Linguistics; Electrical engineering; Philosophy; Telecommunications","authors":[{"name":"Philip Osborne","is_ca":false},{"name":"Kajal Singh","is_ca":false},{"name":"Matthew E. Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09146198534842626,"gpt":0.2539218165118891,"spread":0.1624598311634628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008355324,0.001031401,0.0004845737,0.002455804,0.0009653281,0.003423421,0.001193375,0.001452215,0.419561],"category_scores_gemma":[0.002076698,0.0002485699,0.0005526546,0.002465629,0.0002919612,0.001780282,0.001924457,0.001100259,0.2977925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334669,"about_ca_system_score_gemma":0.001342876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770783,"about_ca_topic_score_gemma":0.003072766,"domain_scores_codex":[0.9991583,0.00008501347,0.00002763497,0.0001220887,0.0005100751,0.00009698682],"domain_scores_gemma":[0.999037,0.00009476912,0.00003596032,0.0001894328,0.0005033481,0.0001395283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005120455,0.00007494607,0.0002840331,0.0002016112,0.000007302568,0.00009584487,0.00004378049,0.0004383479,0.000944768,0.02571172,0.6445248,0.3276216],"study_design_scores_gemma":[0.000006788819,0.00001546843,0.0002520055,0.00004216775,0.000002868129,0.0000606428,0.00003103967,0.0004187012,0.000393406,0.005684854,0.9930877,0.000004260799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001137117,0.001651218,0.006805799,0.002100922,0.002182158,0.0001300544,0.002169714,0.001433329,0.9823897],"genre_scores_gemma":[0.01012241,0.001817224,0.003712107,0.001027723,0.0006968135,0.00008951379,0.003437923,0.000259412,0.9788368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.419561,"threshold_uncertainty_score":0.8279258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393119028","doi":"10.1109/mce.2024.3381573","title":"Bringing Robots Home: The Rise of AI Robots in Consumer Electronics","year":2024,"lang":"en","type":"preprint","venue":"IEEE Consumer Electronics Magazine","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Huawei Technologies (Canada)","funders":"","keywords":"Robot; Electronics; Artificial intelligence; Computer science; Human–computer interaction; Engineering; Electrical engineering","authors":[{"name":"Haiwei Dong","is_ca":true},{"name":"Yang Liu","is_ca":true},{"name":"Ted Chu","is_ca":false},{"name":"Abdulmotaleb El Saddik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02722279203914989,"gpt":0.2484341081525915,"spread":0.2212113161134416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621703,0.0002334515,0.0002289987,0.0006596615,0.0008575726,0.002582934,0.0004214793,0.00186896,0.01061818],"category_scores_gemma":[0.003853269,0.0002997818,0.0002064743,0.000956012,0.001842014,0.003179096,0.001276387,0.002330868,0.001854987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663729,"about_ca_system_score_gemma":0.0006062164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464877,"about_ca_topic_score_gemma":0.004069096,"domain_scores_codex":[0.999405,0.0002102537,0.00001079843,0.00006961829,0.0002321216,0.00007218942],"domain_scores_gemma":[0.998868,0.0006996049,0.00003664746,0.00007321126,0.0001599195,0.0001626148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009957678,0.0000595491,0.002166576,0.0001233937,0.00001117227,0.0002881366,0.0007547437,0.006178796,0.0007427198,0.5303302,0.2127311,0.2465139],"study_design_scores_gemma":[0.00001783064,0.00004398831,0.002130589,0.000148351,0.000005028078,0.0002130666,0.000573741,0.0205997,0.0009346982,0.2463558,0.7289518,0.00002548272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07268484,0.05120414,0.197022,0.3230648,0.005314343,0.00007870154,0.0005714152,0.002371367,0.3476884],"genre_scores_gemma":[0.6948804,0.03339277,0.07120588,0.01007918,0.00454471,0.0001023778,0.0005827035,0.0005870497,0.1846249],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01061818,"threshold_uncertainty_score":0.03552133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404798998","doi":"10.1016/j.techfore.2024.123891","title":"The sensitivity of innovation modes to distance: Can we go the distance?","year":2024,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; University of Calgary; Memorial University of Newfoundland","funders":"","keywords":"Sensitivity (control systems); Computer science; Econometrics; Mathematics; Engineering","authors":[{"name":"Philip J. Piercey","is_ca":true},{"name":"Chad Saunders","is_ca":true},{"name":"David Doloreux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589892559621622,"gpt":0.2655179928741204,"spread":0.1065287369119582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006434608,0.0004956725,0.001168693,0.002103653,0.0008296082,0.005810342,0.001630184,0.003782288,0.008659764],"category_scores_gemma":[0.09123113,0.0005159579,0.0009007478,0.002942072,0.005480228,0.01581827,0.00329308,0.004715958,0.0008325268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072456,"about_ca_system_score_gemma":0.0007239559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051466,"about_ca_topic_score_gemma":0.005894116,"domain_scores_codex":[0.9973552,0.001213879,0.0001416262,0.0005906958,0.0003750164,0.0003236448],"domain_scores_gemma":[0.8842837,0.09273279,0.009899239,0.006842167,0.003467829,0.002774313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007864953,0.0003457254,0.4166785,0.0007520344,0.001851699,0.0006384281,0.006252742,0.06467194,0.001728526,0.3303775,0.008899245,0.1670172],"study_design_scores_gemma":[0.00005365509,0.0001533321,0.1786316,0.000244451,0.0002946643,0.000332473,0.005807907,0.03243575,0.0005799134,0.7746181,0.006667595,0.000180668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864172,0.01141599,0.03902443,0.03685144,0.00039461,0.00004220863,0.0007424851,0.000168087,0.02494359],"genre_scores_gemma":[0.9954797,0.001523135,0.001231767,0.0005394105,0.0002163039,0.000008573941,0.00006778986,0.00002919298,0.0009040299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051466,"threshold_uncertainty_score":0.03402984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206660424","doi":"10.31235/osf.io/43rgx","title":"Decline and Fall, Growth and Spread, or Resilience? Approaches to Studying How and Why Societies Change","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"","keywords":"Demise; Barbarian; History; Narrative; Fall of man; Psychological resilience; Emotive; Political economy; Political science; Sociology; Ancient history; Literature; Law; Politics; Psychology; Anthropology; Art; Social psychology","authors":[{"name":"Daniel Hoyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3831766359623349,"gpt":0.2589182170421355,"spread":0.1242584189201995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002265981,0.0005394246,0.0007030952,0.00273315,0.001271795,0.007028102,0.001162688,0.00272819,0.002560868],"category_scores_gemma":[0.004430626,0.0001921044,0.0004566002,0.003668718,0.02015898,0.01171734,0.002002333,0.002910797,0.0004367351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004511589,"about_ca_system_score_gemma":0.001428487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864612,"about_ca_topic_score_gemma":0.003731387,"domain_scores_codex":[0.9988907,0.0005637806,0.00003536168,0.0002196385,0.0001464885,0.0001440607],"domain_scores_gemma":[0.9983614,0.00112375,0.0001627516,0.0001461386,0.00009784957,0.0001080802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008338646,0.0000112282,0.001313937,0.000145762,0.00001702736,0.00005759194,0.003527833,0.0007903897,0.00007467735,0.9726102,0.005697914,0.01574514],"study_design_scores_gemma":[0.000002705124,0.000009613407,0.001861508,0.0002979024,0.000007617185,0.00006459355,0.004796635,0.0006477119,0.00005509032,0.9216309,0.07061469,0.00001104757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05373321,0.42837,0.05173461,0.3071578,0.003524804,0.00004323192,0.0004410005,0.000193498,0.1548018],"genre_scores_gemma":[0.7700664,0.1847788,0.008330541,0.0116122,0.006271525,0.0001249626,0.0001449747,0.0001401911,0.01853028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007028102,"threshold_uncertainty_score":0.03273404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124606054","doi":"10.2139/ssrn.2294153","title":"The Network Origins of Large Economic Downturns","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"Army Research Office; Multidisciplinary University Research Initiative","keywords":"Economics","authors":[{"name":"Daron Acemoğlu","is_ca":false},{"name":"Asuman Ozdaglar","is_ca":false},{"name":"Alireza Tahbaz-Salehi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136980276854401,"gpt":0.2056835504962643,"spread":0.1943137477277203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059683,0.0001792533,0.000230345,0.002047961,0.0008815865,0.002752918,0.000467615,0.0009325778,0.01073726],"category_scores_gemma":[0.01090266,0.0002227001,0.0002224724,0.002186262,0.0009859899,0.002558195,0.001330019,0.001287191,0.001038246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413397,"about_ca_system_score_gemma":0.0004321665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009060349,"about_ca_topic_score_gemma":0.008640081,"domain_scores_codex":[0.9996673,0.00006037956,0.00001611094,0.00007477912,0.00005327232,0.0001281933],"domain_scores_gemma":[0.9937407,0.002152538,0.001989481,0.0004818326,0.0007717237,0.0008636942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001258303,0.000215128,0.5614392,0.0003276162,0.0002219249,0.001895057,0.008108559,0.009645608,0.003875428,0.2465357,0.04510741,0.1213702],"study_design_scores_gemma":[0.0001161425,0.0001398289,0.7611624,0.000420749,0.0001763767,0.000914125,0.01173247,0.02189578,0.001672708,0.1321256,0.06956109,0.00008269456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362848,0.002147348,0.003716711,0.009147696,0.0002089395,0.00003720513,0.001320443,0.0001639216,0.04697296],"genre_scores_gemma":[0.9979323,0.0004437509,0.0001745383,0.0001130195,0.00007228048,0.000007221595,0.0001884389,0.00001875177,0.001049556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073726,"threshold_uncertainty_score":0.03591973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123040163","doi":"10.2139/ssrn.3008543","title":"The Trade Regime as a Complex Adaptive System: Exploration and Exploitation of Environmental Norms in Trade Agreements","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"International trade; Business; International economics; Economics","authors":[{"name":"Jean‐Frédéric Morin","is_ca":true},{"name":"Joost Pauwelyn","is_ca":false},{"name":"James Hollway","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05107756523936874,"gpt":0.2279501870676507,"spread":0.176872621828282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002975935,0.0001641736,0.0004233245,0.0005601355,0.0007105786,0.004815163,0.0007194387,0.001604305,0.003192679],"category_scores_gemma":[0.01330862,0.0002335477,0.00042594,0.0006188809,0.004168027,0.004649952,0.001912482,0.001107728,0.0001580222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062816,"about_ca_system_score_gemma":0.001066026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233926,"about_ca_topic_score_gemma":0.001976389,"domain_scores_codex":[0.9986488,0.0008857663,0.00005292233,0.0001815192,0.0001166203,0.0001142636],"domain_scores_gemma":[0.9916078,0.005719544,0.00133938,0.0005821061,0.0003164362,0.000434704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001398305,0.00008132057,0.01220493,0.00006289087,0.0001073659,0.0001938206,0.001964438,0.08736181,0.002074119,0.8787856,0.0005453109,0.01647866],"study_design_scores_gemma":[0.00002912476,0.00003489516,0.005032919,0.00001693746,0.00001921295,0.00004285589,0.0007145844,0.1567377,0.0001630023,0.8364133,0.0007694751,0.00002595776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747778,0.0003799723,0.09303547,0.003548234,0.00003471518,0.00002695498,0.00006158875,0.00005283234,0.02808248],"genre_scores_gemma":[0.997881,0.00007773742,0.001544995,0.00002989571,0.00001228606,0.00000713576,0.000005921154,0.000004950996,0.0004360969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004815163,"threshold_uncertainty_score":0.01573849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789445096","doi":"10.1038/d41586-018-00539-y","title":"China’s AI dreams","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"China; Plan (archaeology); Work (physics); Field (mathematics); Political science; Artificial intelligence; Engineering; Computer science; History; Law; Archaeology","authors":[{"name":"Owen Churchill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166584810686435,"gpt":0.232244716793276,"spread":0.2155862357246325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159248,0.0003630729,0.000340205,0.0008565044,0.002305518,0.003129315,0.0004254334,0.001435898,0.008703408],"category_scores_gemma":[0.001424817,0.0001190406,0.0003842078,0.00106346,0.00292423,0.002354931,0.001377104,0.002458267,0.001047255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458494,"about_ca_system_score_gemma":0.008389643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03936382,"about_ca_topic_score_gemma":0.05527091,"domain_scores_codex":[0.9995021,0.00008929093,0.00001777815,0.00005704252,0.0001432261,0.0001906407],"domain_scores_gemma":[0.9991965,0.0001253378,0.00005833131,0.0001079096,0.000192559,0.000319353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002629605,0.0001041401,0.02039897,0.0003804659,0.0001129514,0.0007628665,0.003617416,0.002189577,0.001952251,0.6870987,0.1928556,0.09026404],"study_design_scores_gemma":[0.00005292968,0.0001419328,0.042611,0.0001234823,0.0000416627,0.0001997991,0.002890025,0.003270019,0.0007508221,0.1394525,0.8104057,0.00006020056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.297438,0.0245707,0.004429616,0.2556424,0.004369433,0.00007747376,0.001733034,0.0004396756,0.4112997],"genre_scores_gemma":[0.8975059,0.004948796,0.001360719,0.01229946,0.001003091,0.00004024396,0.0003597604,0.00004079554,0.08244123],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03936382,"threshold_uncertainty_score":0.07826942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210256061","doi":"10.3390/su14031431","title":"Spatiotemporal Statistical Imbalance: A Long-Term Neglected Defect in UN Comtrade Dataset","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Normal University; National Natural Science Foundation of China","keywords":"Commodity; China; Statistical analysis; International trade; Value (mathematics); Statistical evidence; Cluster analysis; World trade; Official statistics; Economics; Geography; Econometrics; Statistics; Mathematics; Null hypothesis","authors":[{"name":"Luoming Hu","is_ca":false},{"name":"Changqing Song","is_ca":false},{"name":"Sijing Ye","is_ca":false},{"name":"Peichao Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02372508715547378,"gpt":0.2548696888900618,"spread":0.231144601734588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005006323,0.0006961352,0.0008237134,0.005531745,0.001224923,0.002843959,0.001403597,0.001215138,0.002533837],"category_scores_gemma":[0.02125794,0.0002624549,0.000848903,0.0142011,0.0009268872,0.002333238,0.001679192,0.001068743,0.001615552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254856,"about_ca_system_score_gemma":0.001791995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846166,"about_ca_topic_score_gemma":0.02330085,"domain_scores_codex":[0.9947183,0.000865377,0.001143494,0.001266988,0.001374394,0.0006315584],"domain_scores_gemma":[0.9885879,0.003469406,0.002906581,0.002696192,0.002061239,0.0002786115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005793375,0.0001618224,0.6631419,0.001393747,0.0006142181,0.0009866983,0.001151212,0.008932617,0.001677337,0.01327225,0.2491009,0.05898803],"study_design_scores_gemma":[0.0001283962,0.00010371,0.4585433,0.0007476608,0.0003902859,0.001834457,0.003017338,0.04289157,0.004081445,0.01635987,0.4717276,0.000174323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2763853,0.004944488,0.01925602,0.004205702,0.0009081822,0.0001807622,0.6775217,0.002413658,0.01418421],"genre_scores_gemma":[0.3519068,0.0007125259,0.008329899,0.0005505364,0.0002563754,0.0001862356,0.6357692,0.0002766483,0.002011791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01846166,"threshold_uncertainty_score":0.03670841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}