{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"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":"3864b3d51e39","filters":{"venue":"Emerging Markets Review"}},"results":[{"id":"W3125721268","doi":"10.1016/j.ememar.2011.04.001","title":"Emerging country cross-border acquisitions: Characteristics, acquirer returns and cross-sectional determinants","year":2011,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":193,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Emerging markets; Corporate governance; Business; Cross listing; Value creation; Valuation (finance); Value (mathematics); Valuation effects; Monetary economics; Mergers and acquisitions; Database transaction; Accounting; Economics; Demographic economics; Finance; Commerce","authors":[{"name":"Sanjai Bhagat","is_ca":false},{"name":"Shavin Malhotra","is_ca":true},{"name":"Pengcheng Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02415696132653733,"gpt":0.3180051269255281,"spread":0.2938481655989908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397889,0.0001517884,0.0002104658,0.001087591,0.000152711,0.0009666792,0.0001500835,0.000245199,0.0019668],"category_scores_gemma":[0.003599638,0.00008079325,0.0002485117,0.002222901,0.0002578525,0.0009884269,0.0003413235,0.000374183,0.000293958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893314,"about_ca_system_score_gemma":0.0002972908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507329,"about_ca_topic_score_gemma":0.005407765,"domain_scores_codex":[0.9997868,0.00004627075,0.00004104654,0.00003755741,0.00005113081,0.00003721301],"domain_scores_gemma":[0.9924909,0.001739043,0.004111296,0.0002338348,0.0009204636,0.0005043413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007851458,0.00003094927,0.9896479,0.00002310141,0.00008119043,0.0001125298,0.00007434469,0.0000684832,0.000150887,0.0001753081,0.0004339464,0.009122821],"study_design_scores_gemma":[0.000002037821,0.00002717354,0.9986779,0.000009644367,0.00002799348,0.0002350482,0.000138819,0.00006235165,0.00004317848,0.00005434679,0.0007199664,0.0000014877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935752,0.004196971,0.000125377,0.0001832165,0.000009528032,0.000003997784,0.0003011916,0.000002177035,0.001602482],"genre_scores_gemma":[0.9938559,0.004117629,0.0000948152,0.00004563323,0.00004489658,0.000002800881,0.001069042,0.000003076818,0.0007662809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002507329,"threshold_uncertainty_score":0.007392824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169143301","doi":"10.1016/j.ememar.2021.100835","title":"Environmental regulations and innovation for sustainability? Moderating effect of political connections","year":2021,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":124,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Sustainability; Green innovation; Politics; Business; Government (linguistics); Sample (material); Empirical research; Industrial organization; Economic system; Public economics; Economics; Political science; Ecology","authors":[{"name":"Bao Wu","is_ca":false},{"name":"Hanqing Fang","is_ca":false},{"name":"Gady Jacoby","is_ca":true},{"name":"Geling Li","is_ca":false},{"name":"Zhenyu Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00963405994520388,"gpt":0.2637146046955982,"spread":0.2540805447503943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004856484,0.0002348432,0.0004287466,0.001057551,0.0003821664,0.002115953,0.0004154471,0.001135387,0.007744737],"category_scores_gemma":[0.01870489,0.000111482,0.000765052,0.001334705,0.001086044,0.002151124,0.0008145219,0.001418303,0.0003369852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009651497,"about_ca_system_score_gemma":0.002437642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005441716,"about_ca_topic_score_gemma":0.01361709,"domain_scores_codex":[0.9978859,0.001248076,0.0001010629,0.0002084413,0.0003048767,0.0002515771],"domain_scores_gemma":[0.9699394,0.02138642,0.005098645,0.000489018,0.002004749,0.001081782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004237256,0.001244092,0.3800838,0.008243484,0.007010781,0.0008587638,0.002824748,0.002708667,0.004328429,0.1311372,0.0444009,0.412922],"study_design_scores_gemma":[0.000470185,0.0007399115,0.8234572,0.003171106,0.005966796,0.0002206413,0.004473303,0.001630996,0.001764822,0.02145319,0.1365716,0.00008026008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5707086,0.3249412,0.0007236319,0.05501664,0.001614816,0.00005631393,0.0006127796,0.00001793339,0.04630809],"genre_scores_gemma":[0.9168271,0.07782859,0.0002178736,0.00244182,0.0009661037,0.00002263017,0.0001230719,0.00001001276,0.001562756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007744737,"threshold_uncertainty_score":0.02590871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125193991","doi":"10.1016/j.ememar.2020.100699","title":"State ownership and corporate innovative efficiency","year":2020,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"State ownership; Context (archaeology); Liberian dollar; Business; China; Industrial organization; State (computer science); Monetary economics; Emerging markets; Economics; Finance","authors":[{"name":"Jerry Cao","is_ca":false},{"name":"Douglas J. Cumming","is_ca":false},{"name":"Sili Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09269655104987574,"gpt":0.2632168985311198,"spread":0.1705203474812441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001416523,0.0001064984,0.0001926525,0.001097046,0.0001547756,0.001616377,0.0002187861,0.0004624599,0.002391053],"category_scores_gemma":[0.003470927,0.00007912997,0.0002377629,0.001306047,0.0008562343,0.001542013,0.0005033353,0.0006749379,0.0001170372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001201,"about_ca_system_score_gemma":0.0006358802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134882,"about_ca_topic_score_gemma":0.002069821,"domain_scores_codex":[0.9998102,0.00006044973,0.00001384853,0.00002546986,0.0000480536,0.00004214348],"domain_scores_gemma":[0.9960537,0.001796744,0.001322698,0.0001656336,0.0004850626,0.0001760741],"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":[0.0002488855,0.0002806101,0.1666574,0.0002839839,0.0006800368,0.0001734095,0.0003365898,0.01714218,0.001043628,0.603299,0.0139955,0.1958588],"study_design_scores_gemma":[0.00009357676,0.0002241568,0.4799367,0.0004665676,0.0006476052,0.00027832,0.001000262,0.02805174,0.001844432,0.4268643,0.06055313,0.00003923869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132797,0.07852279,0.004911282,0.02129444,0.0003114303,0.00001386263,0.0003916017,0.00003319016,0.0812417],"genre_scores_gemma":[0.9848245,0.01268988,0.0001434029,0.0001235857,0.0002128988,0.000002216871,0.00007973418,0.000002522973,0.001921218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002391053,"threshold_uncertainty_score":0.007998824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094742238","doi":"10.1016/j.ememar.2020.100758","title":"Corporate social responsibility in emerging market economies: Determinants, consequences, and future research directions","year":2020,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":116,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate social responsibility; Emerging markets; Empirical research; Business; Economics; Political science; Accounting; Public relations; Finance","authors":[{"name":"Narjess Boubakri","is_ca":false},{"name":"Sadok El Ghoul","is_ca":true},{"name":"Omrane Guedhami","is_ca":false},{"name":"He Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09219712237763751,"gpt":0.3431168988312971,"spread":0.2509197764536596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005617854,0.00031439,0.0005465395,0.002628703,0.0003482531,0.002696,0.0004345858,0.000695039,0.001721446],"category_scores_gemma":[0.01000402,0.0001059318,0.0005935549,0.004286736,0.001724766,0.003376978,0.0008326941,0.001628966,0.0001029205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997416,"about_ca_system_score_gemma":0.005565981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159959,"about_ca_topic_score_gemma":0.0215687,"domain_scores_codex":[0.9989032,0.0004747052,0.00008275512,0.0001153486,0.000276962,0.0001470893],"domain_scores_gemma":[0.983487,0.00915548,0.002645606,0.0002238981,0.004082993,0.0004049738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001429478,0.0002477112,0.07737587,0.005245679,0.0004698126,0.0002164898,0.001108422,0.002351421,0.0003511069,0.1117933,0.02355068,0.7771466],"study_design_scores_gemma":[0.00006389492,0.0004791853,0.4219739,0.02902203,0.0009479577,0.0009868784,0.01597505,0.005271876,0.001094513,0.1320613,0.3919363,0.00018723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02597085,0.9402519,0.0009604855,0.02631884,0.0005763774,0.00001417372,0.0001265812,0.000008268728,0.005772616],"genre_scores_gemma":[0.1238758,0.8734203,0.0004210831,0.0009599521,0.0007262045,0.00001215183,0.00008062976,0.000002335448,0.0005015919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0159959,"threshold_uncertainty_score":0.03180557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123686650","doi":"10.1016/j.ememar.2023.100999","title":"FinTech and the COVID-19 pandemic: Evidence from electronic payment systems","year":2023,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Payment; Business; Pandemic; Onboarding; Market liquidity; Coronavirus disease 2019 (COVID-19); Clearing; Settlement (finance); Financial system; Economics; Finance; Disease; Medicine","authors":[{"name":"Daniel Tut","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05835936620175144,"gpt":0.3022846023469719,"spread":0.2439252361452204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01124589,0.0004119535,0.0006804609,0.003482772,0.0007175718,0.003969279,0.001045722,0.002671446,0.009493731],"category_scores_gemma":[0.03682638,0.0001837238,0.0008987885,0.005511686,0.00218974,0.003800437,0.001628489,0.003010577,0.000658882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003391819,"about_ca_system_score_gemma":0.008015553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497868,"about_ca_topic_score_gemma":0.02101821,"domain_scores_codex":[0.994267,0.001853177,0.0004815383,0.0003549401,0.002447097,0.000596199],"domain_scores_gemma":[0.9580379,0.0261945,0.008155868,0.0007128938,0.005759134,0.00113974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001385629,0.0002606958,0.02627712,0.0112869,0.0008637983,0.0002490784,0.0003952903,0.0004535292,0.0002178808,0.04905116,0.2193755,0.6901835],"study_design_scores_gemma":[0.0007740954,0.0006843471,0.1289695,0.05761828,0.001539756,0.0006163245,0.001880573,0.0003433561,0.0005673642,0.01061815,0.796288,0.0001001488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01399814,0.9067445,0.000149699,0.05566272,0.001408485,0.00003529908,0.001094169,0.00001089769,0.02089603],"genre_scores_gemma":[0.131845,0.8350053,0.0003221339,0.02803084,0.002197604,0.0000468307,0.0009500837,0.00001698669,0.001585292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01497868,"threshold_uncertainty_score":0.05947465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122736741","doi":"10.1016/j.ememar.2012.12.003","title":"Executive integrity, audit opinion, and fraud in Chinese listed firms","year":2013,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Business; Accounting; Enforcement; Corporate governance; Audit; China; Earnings; Auditor independence; Independence (probability theory); External auditor; Auditor's report; Internal audit; Joint audit; Finance; Political science; Law","authors":[{"name":"Jiandong Chen","is_ca":false},{"name":"Douglas J. Cumming","is_ca":true},{"name":"Wenxuan Hou","is_ca":false},{"name":"Edward Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060643122520887,"gpt":0.250596851121606,"spread":0.2399904198963971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567995,0.0001334116,0.0002375968,0.003243666,0.0004623556,0.001022868,0.0002295174,0.0004279381,0.0009456438],"category_scores_gemma":[0.004573239,0.00009560079,0.0003019941,0.004028935,0.0006642824,0.0006830579,0.0003260591,0.0003023643,0.00004252166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228369,"about_ca_system_score_gemma":0.002374047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03041009,"about_ca_topic_score_gemma":0.04349477,"domain_scores_codex":[0.9993911,0.0001649777,0.0001054524,0.00005446071,0.0001856198,0.00009837429],"domain_scores_gemma":[0.9946859,0.001564929,0.002316447,0.00007827723,0.001047858,0.0003065496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824431,0.00007815602,0.9701236,0.0004052137,0.0001268989,0.0003178804,0.0006522344,0.000220855,0.0001849111,0.0007796314,0.00188183,0.02504629],"study_design_scores_gemma":[0.000007562498,0.00003801418,0.9976186,0.00006306751,0.0001222108,0.000085705,0.0004374569,0.0002517733,0.00004922652,0.0001129507,0.001208847,0.000004574089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697726,0.02593594,0.00006990887,0.001244953,0.00005553808,0.00001508829,0.0002501924,0.00000213532,0.002653611],"genre_scores_gemma":[0.9920999,0.007218612,0.0000225098,0.0001373024,0.00008153345,0.000004914762,0.0001542379,4.816042e-7,0.0002804751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03041009,"threshold_uncertainty_score":0.06046617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911714741","doi":"10.1016/j.ememar.2019.02.004","title":"Multiple large shareholders and corporate social responsibility reporting","year":2019,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Hunan Province; China Postdoctoral Science Foundation","keywords":"Shareholder; Corporate social responsibility; Business; Accounting; Shareholder resolution; Corporate governance; Quality (philosophy); Power (physics); Finance; Public relations; Political science","authors":[{"name":"Feng Cao","is_ca":false},{"name":"Songlan Peng","is_ca":true},{"name":"Kangtao Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05674636005981083,"gpt":0.2963639062865016,"spread":0.2396175462266907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121681,0.0002423631,0.0002966034,0.003720643,0.0004960048,0.003349697,0.0006679944,0.001915731,0.001934314],"category_scores_gemma":[0.02835442,0.000144403,0.0003196257,0.003828457,0.002037567,0.003878884,0.000963457,0.002050554,0.0001973921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930287,"about_ca_system_score_gemma":0.004689889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206546,"about_ca_topic_score_gemma":0.01117494,"domain_scores_codex":[0.994684,0.001965107,0.0003651343,0.0003059433,0.002400279,0.0002795519],"domain_scores_gemma":[0.9477879,0.02676084,0.01300257,0.001203475,0.01000751,0.001237707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001616499,0.0001180509,0.01647223,0.001498175,0.0002249519,0.0002835567,0.0005849517,0.00139122,0.0004348294,0.2201294,0.1529103,0.6057907],"study_design_scores_gemma":[0.0001272564,0.0002664189,0.1155892,0.007102683,0.000348052,0.0008801683,0.001643735,0.002997806,0.001104452,0.09309328,0.7767374,0.0001094694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02061296,0.8592513,0.002177555,0.06748427,0.0032569,0.00002431067,0.000108103,0.00002789359,0.04705673],"genre_scores_gemma":[0.4326622,0.5415551,0.001553387,0.008256578,0.008118126,0.00003353605,0.0001824088,0.00001540301,0.007623265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0121681,"threshold_uncertainty_score":0.0643518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200350251","doi":"10.1016/j.ememar.2021.100875","title":"Spillovers of U.S. monetary policy uncertainty on inflation targeting emerging economies","year":2021,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Monetary policy; Inflation targeting; Economics; Emerging markets; Inflation (cosmology); Monetary economics; Macroeconomics; International economics","authors":[{"name":"Nahiyan Faisal Azad","is_ca":true},{"name":"Apostolos Serletis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723361031728547,"gpt":0.2526318772798108,"spread":0.2353982669625253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001277411,0.0002312576,0.0003267468,0.0008706134,0.0001730935,0.001239266,0.0001807992,0.0006228331,0.00122191],"category_scores_gemma":[0.00370288,0.0001157545,0.0003232978,0.00142864,0.0004170453,0.0009831215,0.0005534347,0.0009241724,0.0001640911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009646487,"about_ca_system_score_gemma":0.0008323816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00427861,"about_ca_topic_score_gemma":0.004845853,"domain_scores_codex":[0.9997067,0.0001329287,0.00002076354,0.0000284844,0.00007036987,0.00004085677],"domain_scores_gemma":[0.9980134,0.001087111,0.0004393973,0.00004801021,0.0003490496,0.00006308885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009277816,0.0001718193,0.06563333,0.003029752,0.001143937,0.0008225479,0.0007094006,0.0359181,0.002626537,0.1639349,0.03790414,0.6871778],"study_design_scores_gemma":[0.000135473,0.0006660233,0.5315391,0.007792995,0.001791989,0.001349154,0.002369092,0.02523789,0.003567528,0.1718628,0.2535225,0.0001655566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1931626,0.7231506,0.003178749,0.03164543,0.001325385,0.00001345121,0.0005671493,0.00003863579,0.04691801],"genre_scores_gemma":[0.6309082,0.3656312,0.000334649,0.001079088,0.001257526,0.00000438889,0.0001230158,0.000006422698,0.0006555478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00427861,"threshold_uncertainty_score":0.008507371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033327893","doi":"10.1016/j.ememar.2010.01.003","title":"On the relationship between economic freedom and equity returns in the emerging markets: Evidence from the Middle East and North Africa (MENA) stock markets","year":2010,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Institute; Ontario Tech University","funders":"","keywords":"Economic freedom; Equity (law); Index of Economic Freedom; Middle East; Economics; Equity capital markets; Stock market; Emerging markets; Equity risk; Stock (firearms); Financial economics; Business cycle; Monetary economics; Business; Finance; Private equity; Market economy; Macroeconomics; Political science; Geography","authors":[{"name":"K. Smimou","is_ca":true},{"name":"Amela Karabegović","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1883990690193177,"gpt":0.2787139720919368,"spread":0.09031490307261905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001768189,0.0001962798,0.0002692552,0.001309507,0.0004138754,0.001491587,0.0002807637,0.0004810702,0.003232962],"category_scores_gemma":[0.007798646,0.0001145172,0.0003511031,0.002392964,0.001236577,0.001700441,0.0007037622,0.0007689928,0.0001734398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036456,"about_ca_system_score_gemma":0.0005946225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533435,"about_ca_topic_score_gemma":0.01893713,"domain_scores_codex":[0.9996936,0.0001015841,0.00003277998,0.00003735478,0.00006863287,0.00006608603],"domain_scores_gemma":[0.9848416,0.008592967,0.004876311,0.0002637563,0.0008834635,0.0005419619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003564066,0.0001170045,0.9468693,0.0002857277,0.000383972,0.0006533153,0.001242547,0.0005359245,0.0004006,0.007578247,0.001073533,0.04050348],"study_design_scores_gemma":[0.00001449609,0.00005368608,0.9926957,0.0001156226,0.0001830385,0.0001147987,0.001820856,0.0002470127,0.0001131545,0.001675832,0.00295691,0.000008941453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674726,0.02094082,0.0001526385,0.002615747,0.00003368626,0.000008971876,0.0002490901,0.000001652998,0.008524899],"genre_scores_gemma":[0.9878724,0.01143377,0.00004756571,0.00009207411,0.00005545764,0.000001739429,0.0001257548,9.89812e-7,0.0003702469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533435,"threshold_uncertainty_score":0.03049016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113936079","doi":"10.1016/j.ememar.2020.100792","title":"New and future research in corporate finance and governance in China and emerging markets","year":2020,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":25,"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":"Emerging markets; Corporate governance; China; Openness to experience; Corporate finance; Financial market; Insider; Business; Accounting; Corporate social responsibility; Finance; Economics; Financial system; Political science; Public relations","authors":[{"name":"Douglas J. Cumming","is_ca":false},{"name":"Vincenzo Verdoliva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03612104546604214,"gpt":0.270169471283379,"spread":0.2340484258173368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00368933,0.0004335598,0.0009341807,0.003731873,0.000589415,0.002951008,0.0005525447,0.001132772,0.003779126],"category_scores_gemma":[0.003016072,0.0001665494,0.0005652576,0.007448115,0.001717199,0.006213673,0.0007762256,0.001072143,0.0001902368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499641,"about_ca_system_score_gemma":0.00858812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411223,"about_ca_topic_score_gemma":0.02512435,"domain_scores_codex":[0.9994305,0.0001311996,0.00007824303,0.00009019934,0.0001726388,0.00009718438],"domain_scores_gemma":[0.9964037,0.001328244,0.0005958152,0.0001059722,0.001223842,0.0003424721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001672691,0.0001787392,0.03423412,0.0107536,0.0003240864,0.0005066065,0.001221545,0.001645166,0.001977677,0.1008736,0.07435485,0.7737628],"study_design_scores_gemma":[0.0001343201,0.000431072,0.1557778,0.006019163,0.0007265799,0.000514244,0.005726906,0.004637735,0.0008460272,0.05733475,0.7677608,0.00009059683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01215163,0.961444,0.0006186204,0.01770303,0.001595591,0.00001567285,0.0001050246,0.00001546938,0.006351057],"genre_scores_gemma":[0.09108406,0.8993213,0.0006058287,0.003046971,0.003432207,0.00001889244,0.0001880582,0.000004784407,0.002297954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01411223,"threshold_uncertainty_score":0.0280602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362473140","doi":"10.1016/j.ememar.2023.101027","title":"Trade reform, infrastructure investment, and structural transformation in Africa: Evidence from Guinea-Bissau","year":2023,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Global trade and economics","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":"Université Laval","funders":"","keywords":"Computable general equilibrium; Investment (military); Economics; Debt; Structural adjustment; Tariff; Poverty; Inequality; Agriculture; Economic inequality; International economics; Macroeconomics; Economic growth; Market economy","authors":[{"name":"Semertesides Bitica Fereira","is_ca":false},{"name":"Júlio Vicente Catéia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06755988371518999,"gpt":0.2539943468251438,"spread":0.1864344631099538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273957,0.0003396764,0.0003151889,0.002364393,0.0003461176,0.001700387,0.0003098743,0.0005336839,0.002720588],"category_scores_gemma":[0.00323772,0.0001278624,0.0003232703,0.006494288,0.0009471514,0.001319075,0.0006822493,0.0006839038,0.0001347036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174859,"about_ca_system_score_gemma":0.002482764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03009211,"about_ca_topic_score_gemma":0.04216938,"domain_scores_codex":[0.9997001,0.00009552293,0.0000243227,0.00002960715,0.00006144768,0.00008902774],"domain_scores_gemma":[0.996839,0.001444412,0.001145169,0.0000678068,0.0003719755,0.0001316088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001297396,0.0004779558,0.3738309,0.0156215,0.001916745,0.001950101,0.004815281,0.004887462,0.002082182,0.06058404,0.01778731,0.5147491],"study_design_scores_gemma":[0.00009515206,0.0003160243,0.8858119,0.007405789,0.001703526,0.0004776366,0.008736888,0.0006217402,0.0008974727,0.004860736,0.08904025,0.00003298786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5157121,0.4545065,0.0002460389,0.01011491,0.000194567,0.00002714229,0.001010183,0.000006954985,0.01818152],"genre_scores_gemma":[0.6341176,0.3634806,0.000180373,0.0005513542,0.0001407533,0.00001102161,0.0004845011,0.000003434312,0.001030393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009211,"threshold_uncertainty_score":0.05983394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394964638","doi":"10.1016/j.ememar.2024.101139","title":"Carbon emissions and audit fees: Evidence from emerging markets","year":2024,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Audit; Business; Emerging markets; Greenhouse gas; Emissions trading; Accounting; Natural resource economics; Economics; Finance","authors":[{"name":"Xin Ding","is_ca":true},{"name":"Lamia Chourou","is_ca":true},{"name":"Walid Ben‐Amar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0151074948404573,"gpt":0.2577342320081574,"spread":0.2426267371677001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00214275,0.0002286148,0.0003739496,0.002151894,0.0002275316,0.001607259,0.0002718857,0.0006354428,0.002019592],"category_scores_gemma":[0.01386686,0.0001095955,0.0005772895,0.004095695,0.0006967026,0.001173311,0.0004882677,0.0008708979,0.0001296735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621942,"about_ca_system_score_gemma":0.001261232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589988,"about_ca_topic_score_gemma":0.01832028,"domain_scores_codex":[0.9992366,0.000185988,0.00009451705,0.00008667254,0.0003123336,0.00008395225],"domain_scores_gemma":[0.9724453,0.0137439,0.009484642,0.0005395133,0.003356574,0.0004300559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002244574,0.0003422428,0.700534,0.003145871,0.001836998,0.001016502,0.0003238973,0.002268223,0.0006669542,0.01247817,0.01559274,0.2595496],"study_design_scores_gemma":[0.0001328259,0.0002637131,0.9508713,0.001708737,0.001356449,0.0004262525,0.0005457728,0.0008585938,0.0007031396,0.003712117,0.03938862,0.00003239499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6041303,0.3655335,0.0004710118,0.007531364,0.0003024983,0.00002817218,0.002251553,0.0000107618,0.01974085],"genre_scores_gemma":[0.8406151,0.1565193,0.0001381066,0.0006540778,0.0003832628,0.000004958363,0.000946861,0.000004832236,0.0007334866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589988,"threshold_uncertainty_score":0.03161472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124306626","doi":"10.1016/s1566-0141(00)00002-9","title":"Towards a global financial architecture: capital mobility and risk management issues","year":2000,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Capital market; Architecture; Capital (architecture); Economics; Risk management; Systemic risk; Financial market; Financial capital; Economic capital; Root cause; Financial integration; Finance; Business; Financial crisis; Market economy; Macroeconomics; Human capital; Operations management","authors":[{"name":"Peter Christoffersen","is_ca":true},{"name":"Vihang R. Errunza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01037335957931669,"gpt":0.2463399117252252,"spread":0.2359665521459085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071449,0.0003831161,0.000464983,0.001634364,0.0007810073,0.006191391,0.0007448005,0.002524117,0.00277463],"category_scores_gemma":[0.004222172,0.0001844554,0.0003092339,0.00320589,0.004314501,0.01215963,0.001805022,0.002862643,0.0002975273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023459,"about_ca_system_score_gemma":0.002358768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970333,"about_ca_topic_score_gemma":0.004409548,"domain_scores_codex":[0.9996301,0.0001507016,0.00001925143,0.00004066163,0.00009709585,0.0000620499],"domain_scores_gemma":[0.9985071,0.0004753403,0.0002480026,0.0001452407,0.0004696211,0.0001546709],"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":[0.00001481188,0.00001442641,0.002182306,0.00008201978,0.00002096498,0.00005613602,0.0004281959,0.003642608,0.0001585078,0.9326825,0.0108572,0.04986025],"study_design_scores_gemma":[0.000007990951,0.00001591556,0.004833707,0.0002210906,0.00001997798,0.0001225865,0.0008835749,0.003124144,0.0000823619,0.9299297,0.06074648,0.00001235797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1261767,0.1143111,0.07621797,0.5561794,0.003283855,0.00004505379,0.000345719,0.0001456638,0.1232947],"genre_scores_gemma":[0.877678,0.08677867,0.01487665,0.008845915,0.003600303,0.00004108112,0.0001646849,0.00006223009,0.007952362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006191391,"threshold_uncertainty_score":0.01468128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396661049","doi":"10.1016/j.ememar.2024.101142","title":"The impact of corporate governance and state ownership on the default probabilities of Chinese firms","year":2024,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; State ownership; Business; State (computer science); Default; Default risk; China; State owned; Probability of default; Financial system; Emerging markets; Accounting; Credit risk; Economics; Finance; Market economy","authors":[{"name":"Lorne N. Switzer","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"Yuehao Jiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02375834672884326,"gpt":0.2574446447011358,"spread":0.2336862979722925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387823,0.0001570641,0.0002788061,0.001673586,0.0002680156,0.0007926452,0.0003214264,0.0003335432,0.001147676],"category_scores_gemma":[0.003714077,0.000118637,0.0004513954,0.00180211,0.000540336,0.000712521,0.0003426514,0.0003865921,0.00006001135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462406,"about_ca_system_score_gemma":0.001174808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04097492,"about_ca_topic_score_gemma":0.04476036,"domain_scores_codex":[0.9996481,0.0000798988,0.0000426035,0.00005391148,0.0000904226,0.00008498469],"domain_scores_gemma":[0.9958795,0.001767475,0.0012748,0.0001283481,0.0006175461,0.0003322296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002209606,0.00004843544,0.9696503,0.0002112106,0.0003301122,0.0004826007,0.0003106872,0.003162363,0.0005063533,0.002988682,0.001053124,0.02103509],"study_design_scores_gemma":[0.000009559599,0.0000378756,0.9955805,0.0000190685,0.0001638677,0.00006210257,0.0001219489,0.002653751,0.0001151759,0.0006338769,0.000593847,0.00000831405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922668,0.004912095,0.0001238359,0.0004317506,0.00001312723,0.000005238608,0.0002506979,0.000003795325,0.001992655],"genre_scores_gemma":[0.9977759,0.001846118,0.00001515039,0.000022604,0.00001990044,0.000001155035,0.0001337011,6.034301e-7,0.000185011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04097492,"threshold_uncertainty_score":0.08147281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007029200","doi":"10.1016/j.ememar.2020.100689","title":"Individual investors' propensity to speculate and A-share premiums in China's A-shares and H-shares","year":2020,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Shares outstanding; Construct (python library); Arbitrage; China; Stock dilution; Monetary economics; Financial economics; Business; Short interest ratio; Sample (material); Economics; Finance; Market maker","authors":[{"name":"Jun Chen","is_ca":false},{"name":"Gaoliang Tian","is_ca":false},{"name":"Fan Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05630643002035746,"gpt":0.2398293536664956,"spread":0.1835229236461382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515101,0.0001265575,0.0001402315,0.000625685,0.0001720122,0.0005238481,0.0002072703,0.0002680171,0.001986367],"category_scores_gemma":[0.001299238,0.0001047192,0.0003064058,0.0006557738,0.0002827521,0.0004954127,0.0002560877,0.0003553322,0.000106864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446754,"about_ca_system_score_gemma":0.0003432609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182899,"about_ca_topic_score_gemma":0.02004151,"domain_scores_codex":[0.9999115,0.0000114125,0.000007469457,0.00001700082,0.00002183965,0.00003066109],"domain_scores_gemma":[0.9986135,0.0003815469,0.0005961574,0.0000435957,0.0001266743,0.0002384783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301002,0.00003454398,0.9893636,0.00002043038,0.0001249809,0.0001794888,0.0002432823,0.0005444006,0.0005493799,0.0007379031,0.0002402653,0.007831589],"study_design_scores_gemma":[0.00000585807,0.00003887865,0.997109,0.000005069384,0.00004777542,0.00006986773,0.0002080235,0.001472258,0.0001525966,0.0005034038,0.0003813981,0.000005898472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984924,0.000431704,0.00006405182,0.0001116037,0.000004850109,0.000002351083,0.00007127964,0.000001418971,0.0008203251],"genre_scores_gemma":[0.9993974,0.0001834989,0.00001466717,0.00001143048,0.000009152893,5.691272e-7,0.0000587892,3.466049e-7,0.0003241044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182899,"threshold_uncertainty_score":0.02352029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321033048","doi":"10.1016/j.ememar.2023.101007","title":"The effect of fraud experience on investment behavior","year":2023,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Investment (military); Portfolio; Business; Sample (material); Risk aversion (psychology); Matching (statistics); Economics; Actuarial science; Monetary economics; Demographic economics; Finance; Financial economics; Expected utility hypothesis","authors":[{"name":"Gady Jacoby","is_ca":false},{"name":"Chi Chang Liao","is_ca":true},{"name":"Xiaomeng Lu","is_ca":false},{"name":"Fang Wan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01411493732950454,"gpt":0.2825488266122689,"spread":0.2684338892827643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002366429,0.0001543344,0.0003467998,0.001198006,0.0001605888,0.001005818,0.0002875458,0.0007288678,0.002471501],"category_scores_gemma":[0.0143082,0.0001012223,0.0006123413,0.001287396,0.0003672214,0.0006051224,0.0003521006,0.0009399959,0.0003066881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381887,"about_ca_system_score_gemma":0.0007288057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137865,"about_ca_topic_score_gemma":0.006132614,"domain_scores_codex":[0.9990733,0.0004488655,0.00009510719,0.00007294841,0.0002148998,0.00009488017],"domain_scores_gemma":[0.9852953,0.008732195,0.003613423,0.0002470254,0.001525839,0.0005862169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009730119,0.0005220993,0.6994091,0.001103834,0.001095874,0.0003246568,0.0002544259,0.0003317271,0.0003021025,0.001561096,0.00552763,0.2885944],"study_design_scores_gemma":[0.0000216225,0.0002330182,0.9901074,0.0004657733,0.000385804,0.0002826531,0.0001650087,0.0001892481,0.00008477143,0.0003018046,0.007754428,0.000008398087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6417522,0.3363121,0.0002758578,0.006969047,0.0004830689,0.00002653147,0.0009288169,0.000007960244,0.01324439],"genre_scores_gemma":[0.8498673,0.1468091,0.0001671252,0.0007141855,0.0007310514,0.00001078292,0.0005417099,0.000005576625,0.00115313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004137865,"threshold_uncertainty_score":0.01251501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061701347","doi":"10.1016/j.ememar.2014.06.002","title":"Market impacts of trades for stocks listed on the Borsa Istanbul","year":2014,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Price discovery; Monetary economics; Business; Sample (material); Agency (philosophy); Stock (firearms); Financial economics; Economics; Index (typography)","authors":[{"name":"Osman Ulas Aktas","is_ca":true},{"name":"Lawrence Kryzanowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0360894400415954,"gpt":0.2517890941533424,"spread":0.215699654111747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005851603,0.0002194293,0.0002292576,0.00134138,0.0002348421,0.002091483,0.000242914,0.0005374228,0.002849435],"category_scores_gemma":[0.001660607,0.00007413836,0.0004068119,0.001972106,0.000305291,0.000923841,0.0004440522,0.0005419853,0.0004058941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057061,"about_ca_system_score_gemma":0.0006276958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009336301,"about_ca_topic_score_gemma":0.01314304,"domain_scores_codex":[0.9997246,0.00004091431,0.00002787186,0.00003064764,0.0001143987,0.0000615648],"domain_scores_gemma":[0.9986027,0.0002727819,0.0005477819,0.0000275029,0.00041694,0.0001322665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003192728,0.0005042067,0.6860656,0.001864097,0.001406312,0.004640301,0.001287697,0.006257949,0.003763199,0.02220789,0.03394402,0.234866],"study_design_scores_gemma":[0.00004976488,0.0003472213,0.9503655,0.0004524945,0.0004608475,0.001110138,0.001796091,0.002066194,0.0009833176,0.002652374,0.03967863,0.0000375297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140265,0.05966298,0.0001221224,0.003309963,0.0005374121,0.000007830718,0.002840008,0.00001539606,0.01947783],"genre_scores_gemma":[0.9734124,0.02226936,0.00005909361,0.0001377104,0.0002613444,0.000002207273,0.001665939,0.000006285178,0.002185754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009336301,"threshold_uncertainty_score":0.01856393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391519980","doi":"10.1016/j.ememar.2024.101116","title":"Global contagion of US COVID-19 panic news","year":2024,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Panic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Political science; Medicine; Virology; Psychiatry; Anxiety; Internal medicine; Disease","authors":[{"name":"Yong Joo Kang","is_ca":true},{"name":"Dojoon Park","is_ca":false},{"name":"Young Ho Eom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0539787797360215,"gpt":0.3279643105030934,"spread":0.2739855307670719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001609722,0.0003982808,0.0002972367,0.002122067,0.0003646394,0.00311476,0.0002499333,0.001234968,0.006014529],"category_scores_gemma":[0.006881148,0.0001444371,0.0003683343,0.002594858,0.0007764369,0.002148667,0.001171001,0.001935152,0.000756652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369192,"about_ca_system_score_gemma":0.001028197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00704272,"about_ca_topic_score_gemma":0.006557455,"domain_scores_codex":[0.9995626,0.00009044799,0.00002941632,0.00004239742,0.0001731297,0.000101961],"domain_scores_gemma":[0.9967582,0.001135505,0.0008385915,0.0001566503,0.0009049298,0.0002062321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005132222,0.00007514313,0.02447238,0.001967823,0.0003530535,0.0009685469,0.001146153,0.002798993,0.001026869,0.08028735,0.4121539,0.4742365],"study_design_scores_gemma":[0.00004965714,0.0001571238,0.1158355,0.003523743,0.0002460014,0.0008852819,0.00171932,0.00130149,0.0009586504,0.01936383,0.8558991,0.00006033728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1142319,0.471783,0.00221328,0.1676238,0.01542462,0.00007517624,0.005621116,0.0002639827,0.222763],"genre_scores_gemma":[0.6246318,0.3237228,0.0006468373,0.01692389,0.01477698,0.00003566196,0.002793305,0.0001411639,0.01632757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00704272,"threshold_uncertainty_score":0.02012062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026609382","doi":"10.1016/s1566-0141(01)00030-9","title":"A resource perspective on internationalization responses to market liberalization","year":2002,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Internationalization; Liberalization; Business; Perspective (graphical); Value (mathematics); Resource (disambiguation); Emerging markets; Industrial organization; Economic liberalization; International economics; Market economy; Economic system; Economics; International trade; Finance","authors":[{"name":"Omar Toulan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02309959834404339,"gpt":0.2744841725459887,"spread":0.2513845742019453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003443387,0.0004654535,0.0004257391,0.003860418,0.001042678,0.005138114,0.001120988,0.00196856,0.01395576],"category_scores_gemma":[0.005987707,0.0001841724,0.0004060289,0.004787266,0.004627402,0.007876073,0.001843823,0.00154711,0.0009587434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333004,"about_ca_system_score_gemma":0.002716152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604376,"about_ca_topic_score_gemma":0.005706738,"domain_scores_codex":[0.9985796,0.0005855028,0.00004930482,0.0001073605,0.0003839584,0.0002943611],"domain_scores_gemma":[0.9948457,0.003196563,0.0004956584,0.0003400065,0.000916913,0.0002052116],"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":[0.00003352276,0.00001771523,0.0004437829,0.0001475784,0.0000128808,0.00009579647,0.0003980663,0.001041221,0.0001485601,0.9593601,0.01313348,0.02516717],"study_design_scores_gemma":[0.00002245111,0.00007468489,0.003263849,0.0003905983,0.00002446443,0.0001413968,0.002787549,0.001049933,0.0005962505,0.5387469,0.4528823,0.00001967044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02698795,0.03348545,0.01562069,0.09477954,0.001272592,0.00007366871,0.0003842094,0.0001100304,0.8272859],"genre_scores_gemma":[0.8507119,0.0607564,0.004489336,0.01618651,0.002971506,0.0001925517,0.0003425564,0.0001451567,0.06420398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01395576,"threshold_uncertainty_score":0.04668671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365816873","doi":"10.1016/j.ememar.2023.101031","title":"Can corporate financing through the stock market create systemic risk? Evidence from the BRVM securities market","year":2023,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Consortium pour la recherche économique en Afrique","keywords":"Systemic risk; Stock exchange; Business; Stock market; Stock (firearms); Financial system; Financial market; Economics; Finance; Financial crisis; Macroeconomics","authors":[{"name":"Désiré Kanga","is_ca":false},{"name":"Issouf Soumaré","is_ca":true},{"name":"Edoh Kossi Aménounvé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05329485362270363,"gpt":0.25937998807867,"spread":0.2060851344559663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003972764,0.0002232173,0.0004083984,0.00138423,0.000189221,0.002034317,0.0002988988,0.001030102,0.002877022],"category_scores_gemma":[0.01416423,0.0001409887,0.0004695093,0.00123092,0.001054255,0.002013001,0.0006144037,0.001275515,0.0002986162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004901404,"about_ca_system_score_gemma":0.0007335354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351592,"about_ca_topic_score_gemma":0.001643727,"domain_scores_codex":[0.9992796,0.0002653977,0.00005713848,0.00006548117,0.0002608851,0.00007151136],"domain_scores_gemma":[0.979881,0.01289962,0.004694168,0.0005537528,0.001509477,0.0004619955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002263261,0.0005008576,0.3737008,0.001496774,0.001484097,0.0009913009,0.0004528299,0.001875051,0.002429435,0.09249593,0.01940796,0.5029017],"study_design_scores_gemma":[0.0006065831,0.0009541904,0.8331699,0.001947896,0.001865454,0.001453908,0.0007730679,0.002525796,0.002097937,0.07589339,0.07865288,0.00005903575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5871016,0.3060088,0.002419161,0.04248643,0.0004598653,0.00004566376,0.0008222476,0.00003175652,0.06062447],"genre_scores_gemma":[0.8785145,0.1171684,0.0002852427,0.001515008,0.0008646823,0.000008143736,0.0002894957,0.000006444211,0.001348045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972764,"threshold_uncertainty_score":0.02101028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117364672","doi":"10.1016/j.ememar.2025.101433","title":"The impact of non-state shareholder governance on state-owned enterprises' ESG performance in China","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"National Social Science Fund of China; Major Program of National Fund of Philosophy and Social Science of China; Beijing Municipal Education Commission","keywords":"Corporate governance; Shareholder; China; Equity (law); Sample (material); Emerging markets; Shareholder value; Enterprise value","authors":[{"name":"X. Liu","is_ca":false},{"name":"Xiaomeng Tang","is_ca":false},{"name":"Xiaoxu Kong","is_ca":false},{"name":"Jijun Gao","is_ca":true},{"name":"Lihua Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0081157390374859,"gpt":0.2519870411155766,"spread":0.2438713020780907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341713,0.0002085716,0.000247611,0.001334218,0.0003365414,0.001628872,0.0003082296,0.0002659991,0.001067362],"category_scores_gemma":[0.001393802,0.00008638416,0.0002415037,0.001755267,0.0006845692,0.0007981475,0.0005427972,0.0002585366,0.00005933136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295213,"about_ca_system_score_gemma":0.003409681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05180944,"about_ca_topic_score_gemma":0.0789059,"domain_scores_codex":[0.999576,0.00006011716,0.00004622404,0.00003965737,0.0001538032,0.0001241043],"domain_scores_gemma":[0.9985089,0.0002415365,0.0004854456,0.00004986602,0.0005254124,0.0001888933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000323113,0.0001475352,0.8549683,0.0006836494,0.0004330146,0.0009766562,0.00154272,0.006133401,0.002729772,0.01886643,0.00554328,0.1076522],"study_design_scores_gemma":[0.00001381138,0.00008167256,0.9905764,0.0000524169,0.0001096248,0.00004770228,0.0006254031,0.00264788,0.0004713779,0.0005750282,0.004784534,0.00001419814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884186,0.004821664,0.0000892364,0.0007549509,0.00002743875,0.000008122071,0.0001813623,0.000008149834,0.005690476],"genre_scores_gemma":[0.9975516,0.001807857,0.00001468725,0.00003461949,0.00001642805,0.000001127906,0.00008792948,9.401751e-7,0.0004848142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05180944,"threshold_uncertainty_score":0.1030157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411404547","doi":"10.1016/j.ememar.2025.101311","title":"Safety nets and investment choices","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Glycomics Centre","funders":"National Social Science Fund of China","keywords":"Investment (military); Economics; Business; Medicine; Political science","authors":[{"name":"Chuhong Wang","is_ca":false},{"name":"Xingfei Liu","is_ca":true},{"name":"Massimiliano Tani","is_ca":false},{"name":"Yan Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008882666319885291,"gpt":0.2509861917005074,"spread":0.2421035253806221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298925,0.000190621,0.0001875494,0.0004089741,0.0002701854,0.0009380307,0.0002412063,0.0003775299,0.00484354],"category_scores_gemma":[0.00388112,0.00009886533,0.0001715154,0.0004020877,0.0009089819,0.0009761783,0.0006739104,0.0005174764,0.0002653307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009237543,"about_ca_system_score_gemma":0.000366661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310965,"about_ca_topic_score_gemma":0.002101783,"domain_scores_codex":[0.9995432,0.0002617905,0.00002453095,0.00005512615,0.00005901439,0.00005633663],"domain_scores_gemma":[0.9970313,0.001259179,0.001162697,0.000133788,0.0001200499,0.0002929546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008770693,0.0006493703,0.3601919,0.0005884054,0.0003355063,0.000557671,0.002304234,0.02205111,0.001554718,0.3050194,0.003517403,0.3023533],"study_design_scores_gemma":[0.0001261549,0.0007116554,0.4606742,0.0007409988,0.0001323805,0.0003752697,0.003081635,0.02112013,0.001505789,0.462207,0.04925724,0.00006760045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526331,0.005534309,0.006349136,0.002464036,0.00003359937,0.00004101891,0.0003752711,0.0000153606,0.03255406],"genre_scores_gemma":[0.995713,0.001497324,0.0005773669,0.00009495487,0.00001420704,0.00001291233,0.00008827249,0.000001936049,0.001999954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00484354,"threshold_uncertainty_score":0.01620322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414414363","doi":"10.1016/j.ememar.2025.101363","title":"Private savings and COVID-19 in Sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Per capita; Investment (military); Private sector; National savings; Sample (material); Per capita income; Robustness (evolution); Preparedness","authors":[{"name":"Boileau Loko","is_ca":false},{"name":"Nelie Nembot","is_ca":true},{"name":"Marcos Poplawski‐Ribeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04058432445004843,"gpt":0.2950248849546044,"spread":0.254440560504556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633113,0.0003283109,0.0002978241,0.001091065,0.0004146213,0.001894584,0.0003020165,0.0009630926,0.00406421],"category_scores_gemma":[0.004231999,0.0001491951,0.0002199773,0.003640905,0.0009514042,0.002222145,0.001132148,0.001535452,0.0002324006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136671,"about_ca_system_score_gemma":0.003448335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009538334,"about_ca_topic_score_gemma":0.01093777,"domain_scores_codex":[0.9996555,0.0001198115,0.00002401764,0.00001803521,0.0000647316,0.0001178337],"domain_scores_gemma":[0.9984993,0.0005558107,0.00047683,0.00003800581,0.0002897799,0.0001402323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003688572,0.0001129257,0.0185601,0.003079937,0.0001451616,0.0008707024,0.001422711,0.002716928,0.0003553556,0.3015928,0.08743951,0.5833349],"study_design_scores_gemma":[0.00009609056,0.0001450873,0.07861809,0.00989674,0.0001179573,0.0009779183,0.004212544,0.001113356,0.000478245,0.04476771,0.8595451,0.00003120205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04441334,0.8586971,0.0003819538,0.06761767,0.001392145,0.00001950477,0.0007582286,0.00001205343,0.02670801],"genre_scores_gemma":[0.2152617,0.7771716,0.0002647876,0.00249688,0.001153677,0.00002330714,0.0003233183,0.0000109376,0.003293755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009538334,"threshold_uncertainty_score":0.0189656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998780977","doi":"10.1016/j.ememar.2015.01.002","title":"Exchange risk premia and firm characteristics","year":2015,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Hanyang University","keywords":"Risk premium; Business; Monetary economics; Economics; Financial economics","authors":[{"name":"Hyunchul Chung","is_ca":false},{"name":"Basma Majerbi","is_ca":true},{"name":"Sorin Rizeanu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04436898360860532,"gpt":0.2434795155261303,"spread":0.199110531917525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050337,0.0001562865,0.0002698458,0.001205597,0.000110147,0.00124603,0.0001743045,0.0004780913,0.002351468],"category_scores_gemma":[0.004888379,0.0001076537,0.0002407962,0.001895662,0.0003166847,0.001255144,0.0002919468,0.0008842356,0.0002332995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539367,"about_ca_system_score_gemma":0.0002166643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000639714,"about_ca_topic_score_gemma":0.0007881389,"domain_scores_codex":[0.9998794,0.00003373616,0.00001679803,0.00001980608,0.00002674209,0.00002359916],"domain_scores_gemma":[0.9934233,0.002797342,0.002887585,0.0001938469,0.0003401853,0.000357639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005789381,0.0002560603,0.8395491,0.0002464246,0.0006901639,0.000669697,0.000192012,0.003850321,0.0006694351,0.03137679,0.006446525,0.1154746],"study_design_scores_gemma":[0.00004573124,0.0001362798,0.9659485,0.0001812881,0.0002740244,0.0006783568,0.0002910029,0.003850046,0.0003327521,0.0201917,0.008049519,0.00002066608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175568,0.06177428,0.002339833,0.004632432,0.0001594664,0.00001976223,0.0008684448,0.00001862473,0.01263033],"genre_scores_gemma":[0.9756609,0.0218891,0.0002748724,0.0001119862,0.0003935026,0.000004366453,0.0004738013,0.000004225924,0.001187381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351468,"threshold_uncertainty_score":0.007866442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411274808","doi":"10.1016/j.ememar.2025.101329","title":"Executive overconfidence, corporate investment, and institutional ownership: Evidence from Vietnam","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Overconfidence effect; Institutional investor; Emerging markets; Business; Investment (military); Corporate finance; Financial system; Corporate governance; Economics; Monetary economics; Financial economics; Accounting; Finance; Psychology; Political science; Politics; Social psychology","authors":[{"name":"Tam Tran","is_ca":true},{"name":"Craig Wilson","is_ca":true},{"name":"Fan Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03742346933621284,"gpt":0.2575063709668975,"spread":0.2200829016306846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271184,0.0001048115,0.0002156762,0.0009552631,0.0002915385,0.0009499884,0.0002182156,0.0002040605,0.001841467],"category_scores_gemma":[0.002471753,0.0000989171,0.0001531927,0.002662644,0.0005152092,0.0006002763,0.0002889338,0.0003820569,0.00007993648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281837,"about_ca_system_score_gemma":0.002053235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07608562,"about_ca_topic_score_gemma":0.1263141,"domain_scores_codex":[0.9997596,0.00007730885,0.00002907266,0.00003334905,0.00005407791,0.00004652072],"domain_scores_gemma":[0.9959038,0.001741628,0.001243207,0.00007522954,0.000723845,0.0003122552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003329543,0.0001526783,0.9208584,0.00143764,0.0003655333,0.0008055376,0.003660037,0.0001537093,0.0002554517,0.0022193,0.003914252,0.06584445],"study_design_scores_gemma":[0.00003660671,0.0001118689,0.9815973,0.0007068986,0.0002722164,0.0002730849,0.006011676,0.00007881317,0.0001221539,0.0002954523,0.01048485,0.000009106917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360302,0.05115639,0.00006413722,0.001663759,0.00004378023,0.00001583866,0.0009809575,9.154e-7,0.0100441],"genre_scores_gemma":[0.9629633,0.03501775,0.00004155603,0.0002890428,0.00003523987,0.000006188592,0.0006149308,0.000001544351,0.001030427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07608562,"threshold_uncertainty_score":0.1512855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415520700","doi":"10.1016/j.ememar.2025.101396","title":"Institutional ownership and bond pricing: Evidence from China","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Humanities and Social Science Fund of Ministry of Education of China; Concordia University; Ministry of Education of the People's Republic of China","keywords":"Institutional investor; Corporate governance; Bond; Yield (engineering); Shareholder; China; Emerging markets; Government bond","authors":[{"name":"Yulin Wang","is_ca":false},{"name":"Xueying Zhang","is_ca":false},{"name":"Thomas Walker","is_ca":true},{"name":"Gerrit Liedtke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03479593752372528,"gpt":0.2671030206220363,"spread":0.232307083098311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008386081,0.0002112487,0.0002283181,0.001404145,0.0004015838,0.0007422221,0.0003346768,0.0002316076,0.001687607],"category_scores_gemma":[0.002254062,0.0001417662,0.0003442828,0.002335776,0.0005331077,0.0004699176,0.0005038884,0.0002806457,0.00009749881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008582285,"about_ca_system_score_gemma":0.0009604449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06779929,"about_ca_topic_score_gemma":0.06858949,"domain_scores_codex":[0.999726,0.00004784976,0.00003419134,0.00004986542,0.00008835643,0.00005380714],"domain_scores_gemma":[0.9967436,0.0006463848,0.00171325,0.0001818848,0.0004148559,0.0003001073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007189593,0.00005091771,0.9867015,0.00006564741,0.0001049365,0.0004185448,0.0005109566,0.0004007059,0.0004018524,0.0008627771,0.0003302221,0.01008003],"study_design_scores_gemma":[0.000006401974,0.0000263518,0.9981098,0.000009267775,0.00004811992,0.00006318955,0.0002228145,0.0006502257,0.000155945,0.000117169,0.0005859361,0.000004733963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984754,0.0005332882,0.00006621753,0.00008589731,0.000002097381,0.00000438822,0.0001474172,0.000001902593,0.000683386],"genre_scores_gemma":[0.9987975,0.0006627106,0.00003377842,0.00001812873,0.000009801568,0.000001620773,0.000237741,8.593207e-7,0.0002379322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06779929,"threshold_uncertainty_score":0.1348093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117304008","doi":"10.1016/j.ememar.2025.101434","title":"Do state religions affect entrepreneurial financing? A cross-country analysis","year":2025,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"State (computer science); Affect (linguistics); Reduction (mathematics); Developing country; Poverty reduction; Religious belief","authors":[{"name":"Min Maung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01379932665761456,"gpt":0.3530959083845767,"spread":0.3392965817269621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230803,0.0002118708,0.0005875805,0.001257972,0.0002591249,0.001014249,0.0003639119,0.000383927,0.002944699],"category_scores_gemma":[0.003860566,0.0001698752,0.001717346,0.002157775,0.0002874849,0.0004690975,0.000764252,0.0005964817,0.0002239886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992755,"about_ca_system_score_gemma":0.0004341312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432803,"about_ca_topic_score_gemma":0.01382816,"domain_scores_codex":[0.9993332,0.0002839051,0.00006279783,0.0001029109,0.00007629021,0.0001409697],"domain_scores_gemma":[0.9940612,0.002265742,0.00253609,0.0002495947,0.0004789555,0.0004084897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001641327,0.0000780991,0.9818776,0.000272364,0.003025756,0.000317269,0.0003154341,0.0007432292,0.0001130373,0.0007014769,0.0006838543,0.01170792],"study_design_scores_gemma":[0.00001404513,0.00007799588,0.9951957,0.0001846026,0.001306874,0.0001065266,0.000565732,0.0005970518,0.0000776772,0.0001637979,0.001701698,0.000008240234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835811,0.01240333,0.0003228395,0.0004712331,0.00004279766,0.0000179872,0.001020427,0.000004679268,0.00213562],"genre_scores_gemma":[0.9948549,0.003800925,0.0001287433,0.00006840393,0.00002527689,0.00001172752,0.0006864091,0.000002118401,0.0004214497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432803,"threshold_uncertainty_score":0.02848929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}