{"meta":{"query_hash":"bd2660762865","filters":{"venue":"International Journal of Finance & Banking Studies (2147-4486)"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bd2660762865","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Finance+%26+Banking+Studies+%282147-4486%29"},"results":[{"id":"W2970914402","doi":"10.20525/ijfbs.v8i3.834","title":"Significant Determiners of Greek Debt Crisis: A Comparative Analysis with Probit and MARS Approaches","year":2019,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Probit model; Financial crisis; Inflation (cosmology); Economics; Debt crisis; Probit; Unemployment; Mars Exploration Program; Debt; Monetary economics; Econometrics; Macroeconomics","score_opus":0.0590919205242006,"score_gpt":0.27610996409156024,"score_spread":0.21701804356735965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970914402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828578,0.0014921316,0.008326978,0.0005141652,0.000043906504,0.00006638682,0.0008294574,0.00010012225,0.0057689943],"genre_scores_gemma":[0.9975061,0.00034818435,0.0010262381,0.000021375996,0.000040461622,0.000024153367,0.0005201821,0.000011203282,0.0005021099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679154,0.0019963025,0.0002378569,0.00027458323,0.0004433309,0.00025628408],"domain_scores_gemma":[0.9758336,0.020832535,0.0015528691,0.00042969154,0.00097329,0.0003780476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042963126,0.00069933117,0.00081835344,0.0061545814,0.00052886084,0.0024015573,0.00055393955,0.0005727925,0.004847744],"category_scores_gemma":[0.014299505,0.00023205252,0.0015613508,0.0036762655,0.000518407,0.0012522707,0.0010965514,0.00092042016,0.0006117623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011264132,0.00031974385,0.8748251,0.000365973,0.0011989337,0.0010693988,0.0010724106,0.030820627,0.0003454935,0.0067159263,0.0017921276,0.08034785],"study_design_scores_gemma":[0.00005393314,0.00070942036,0.5801864,0.00023172885,0.00092808204,0.0006147962,0.0059331693,0.39893094,0.0005707005,0.0070800334,0.0046735597,0.00008718902],"about_ca_topic_score_codex":0.0058189277,"about_ca_topic_score_gemma":0.0026274596,"teacher_disagreement_score":0.0061545814,"about_ca_system_score_codex":0.0006424537,"about_ca_system_score_gemma":0.00072156143,"threshold_uncertainty_score":0.02272135},"labels":[],"label_agreement":null},{"id":"W2971596593","doi":"10.20525/jfbs.v8i3.507","title":"EXCHANGE RATE AND PERFORMANCE OF THE RESIDENTIAL PROPERTY MARKET IN KENYA","year":2019,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exchange rate; Residential property; Econometrics; Error correction model; Quarter (Canadian coin); Short run; Distributed lag; Order (exchange); Lag; Economics; Statistics; Business; Mathematics; Computer science; Cointegration; Monetary economics; Geography; Finance","score_opus":0.02191468641307755,"score_gpt":0.23169727530703263,"score_spread":0.20978258889395507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971596593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984364,0.00012595745,0.000021186568,0.00010295956,0.0000024070976,0.0000029970984,0.00011835619,0.0000010116486,0.0011888454],"genre_scores_gemma":[0.9994568,0.000070448026,0.000020114692,0.000006072539,0.0000037000443,0.0000012091015,0.000109439155,5.086817e-7,0.00033168314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997173,0.0000861708,0.000031026255,0.000033037606,0.00006401533,0.00006853494],"domain_scores_gemma":[0.9978434,0.0003897314,0.0013482213,0.00004957975,0.0001737775,0.00019531492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052240904,0.00012413833,0.00015119064,0.00059067836,0.00039286297,0.0008724432,0.0001588966,0.00026978995,0.0026440008],"category_scores_gemma":[0.0021477533,0.00006416241,0.00012716872,0.0008761787,0.000351966,0.000738783,0.00035999206,0.00032778425,0.00029402666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017040233,0.0001338579,0.9916712,0.000026103577,0.000034686323,0.0004358229,0.00048605097,0.00041456154,0.000573867,0.0010335095,0.00036961964,0.0046503157],"study_design_scores_gemma":[0.0000032924374,0.00006797569,0.9977671,0.000009706311,0.0000064680667,0.00008389357,0.0008201707,0.00061734446,0.00013460357,0.00009795868,0.0003869408,0.0000046513865],"about_ca_topic_score_codex":0.010923619,"about_ca_topic_score_gemma":0.01525011,"teacher_disagreement_score":0.010923619,"about_ca_system_score_codex":0.00055821094,"about_ca_system_score_gemma":0.00032882494,"threshold_uncertainty_score":0.021720111},"labels":[],"label_agreement":null},{"id":"W4293058462","doi":"10.20525/ijfbs.v11i2.1485","title":"Private Equity and Innovations in Blockchain","year":2022,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Blockchain; Private equity; Cryptocurrency; Equity (law); Business; Payment; Financial services; Finance; Economics; Computer security; Computer science","score_opus":0.024752584338336436,"score_gpt":0.31785554329496807,"score_spread":0.29310295895663163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293058462","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38585252,0.014075306,0.082440756,0.06074354,0.0003306831,0.00015644457,0.0002689631,0.00012506916,0.4560067],"genre_scores_gemma":[0.9894757,0.0012564256,0.0011463638,0.00051653775,0.00008637564,0.000022101483,0.000017940878,0.000008657922,0.0074698795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978719,0.0007145277,0.000086645014,0.00035592937,0.00055368285,0.00041729733],"domain_scores_gemma":[0.9894147,0.0064273756,0.001802627,0.0009086104,0.00081135967,0.00063534576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003852991,0.0002378978,0.0002647803,0.0011181851,0.0014890352,0.004670894,0.00045372537,0.0028533507,0.007945192],"category_scores_gemma":[0.01315629,0.00015752952,0.00027455203,0.0011029998,0.008664506,0.0085895695,0.0025831957,0.0022156064,0.0004301073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019816547,0.0000138224705,0.0013765064,0.000020716747,0.000005523699,0.000068197165,0.00039611032,0.0013630454,0.00011858415,0.9870552,0.0005835847,0.008978915],"study_design_scores_gemma":[0.000011481589,0.00002056684,0.0010352908,0.000049365382,0.000005532672,0.00005507301,0.0002135333,0.0023244687,0.00025721392,0.98551255,0.010505923,0.000008935485],"about_ca_topic_score_codex":0.002456101,"about_ca_topic_score_gemma":0.0017524995,"teacher_disagreement_score":0.007945192,"about_ca_system_score_codex":0.0036682088,"about_ca_system_score_gemma":0.0019101168,"threshold_uncertainty_score":0.026614785},"labels":[],"label_agreement":null},{"id":"W4307329036","doi":"10.20525/ijfbs.v11i4.1992","title":"Assessing the Impact of the Covid 19 Pandemic on the Banking System Performance","year":2022,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Pandemic; Profitability index; Coronavirus disease 2019 (COVID-19); Financial crisis; Business; Banking industry; Financial system; Accounting; Economics; Finance; Macroeconomics","score_opus":0.11923685536010442,"score_gpt":0.36035649348255694,"score_spread":0.24111963812245252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307329036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821082,0.0011765626,0.000314506,0.0011473764,0.000024983721,0.00007926064,0.0014813099,0.000012145186,0.013655736],"genre_scores_gemma":[0.99771714,0.0006242449,0.0002564438,0.000057247908,0.000013206406,0.000014828126,0.00066563167,0.0000030347776,0.0006482406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672663,0.00047184533,0.00020288937,0.00016436767,0.0017181163,0.0007160884],"domain_scores_gemma":[0.988562,0.0018866296,0.0023843276,0.00018287993,0.0059224092,0.0010615946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004220569,0.0004780798,0.0003908689,0.0035076095,0.0012235017,0.002958647,0.0006403039,0.00061363855,0.0018008488],"category_scores_gemma":[0.011870257,0.00014588107,0.0005407708,0.0040741544,0.0011442613,0.0012290557,0.0013105308,0.0007174395,0.00032055366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023108395,0.00016636291,0.9330238,0.00048349748,0.00018992883,0.00059073826,0.0046120216,0.0029896402,0.0009885167,0.0017360437,0.0028915028,0.05209675],"study_design_scores_gemma":[0.0000031134325,0.00018198966,0.9870461,0.00012329817,0.000071479924,0.00006447895,0.007842901,0.0017434746,0.00047812727,0.00016349081,0.0022521766,0.000029388786],"about_ca_topic_score_codex":0.49594018,"about_ca_topic_score_gemma":0.5727943,"teacher_disagreement_score":0.49594018,"about_ca_system_score_codex":0.011643393,"about_ca_system_score_gemma":0.012825989,"threshold_uncertainty_score":0.986107},"labels":[],"label_agreement":null},{"id":"W4401745344","doi":"10.20525/ijfbs.v13i2.3567","title":"The Role of Tax Administration in Shaping SME Performance in Lae, Papua New Guinea","year":2024,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Staples (Canada)","funders":"","keywords":"Business; Tax avoidance; Tax incentive; Public economics; Ad valorem tax; Double taxation; Incentive; Tax reform; Finance; Tax credit; Economics; Market economy","score_opus":0.047863179100388856,"score_gpt":0.29332545014671557,"score_spread":0.24546227104632673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401745344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522996,0.00007158185,0.0000672064,0.00045709894,0.0000051647376,0.000009962976,0.000022396887,0.00000263079,0.004134001],"genre_scores_gemma":[0.99927086,0.0000430054,0.00004839642,0.000028066466,0.0000015219817,0.0000057153434,0.00000994675,0.0000010766726,0.00059134857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882716,0.0005539075,0.000049896476,0.00007925854,0.00014118734,0.0003485484],"domain_scores_gemma":[0.99652183,0.0010471286,0.001205024,0.00009988527,0.00048302606,0.000643135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557092,0.00015595098,0.00018319025,0.00075205276,0.0016862811,0.002060536,0.00035301514,0.00034472943,0.002087252],"category_scores_gemma":[0.004702057,0.00010736747,0.0001520906,0.001089934,0.0011651852,0.0008988831,0.0015171942,0.0005570889,0.00022919533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012024972,0.00024831115,0.9549632,0.00005147838,0.000032988475,0.0007328683,0.015476792,0.00048796396,0.00041375065,0.0024531586,0.0006627819,0.024356365],"study_design_scores_gemma":[0.0000039483893,0.00013369812,0.95406634,0.000087223176,0.000014575413,0.0001383304,0.041716635,0.0006096559,0.00019680901,0.00045454482,0.002564055,0.000014259937],"about_ca_topic_score_codex":0.030414594,"about_ca_topic_score_gemma":0.04340668,"teacher_disagreement_score":0.030414594,"about_ca_system_score_codex":0.0022407435,"about_ca_system_score_gemma":0.0033370212,"threshold_uncertainty_score":0.06047511},"labels":[],"label_agreement":null},{"id":"W4408398643","doi":"10.20525/ijfbs.v14i1.4003","title":"Implementing New-Era Conservation Strategies for Heritage Sites","year":2025,"lang":"en","type":"article","venue":"International Journal of Finance & Banking Studies (2147-4486)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"World heritage; Environmental resource management; Environmental planning; Geography; Environmental science; Archaeology; Tourism","score_opus":0.10919965197766404,"score_gpt":0.33730985797124924,"score_spread":0.2281102059935852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408398643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6880961,0.0036750303,0.020598957,0.015953166,0.00030029385,0.00077761966,0.00008716542,0.00027562267,0.27023605],"genre_scores_gemma":[0.9670194,0.0014886442,0.01942964,0.0005856551,0.000030492254,0.00009977804,0.000044616096,0.000023652712,0.011278054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987992,0.0004966997,0.0000469846,0.00009194245,0.00022201482,0.00034305063],"domain_scores_gemma":[0.99834585,0.00034255566,0.0002957975,0.0001518757,0.00018656053,0.000677363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020870932,0.00027714862,0.00017698426,0.0006981698,0.003454241,0.004307127,0.0015939766,0.0010453729,0.0071224673],"category_scores_gemma":[0.0022887546,0.00013437452,0.00022162253,0.00070426805,0.0018044474,0.0032230618,0.0042839935,0.0010354118,0.0006514141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000873242,0.0021377862,0.05670477,0.0019368172,0.00007776255,0.003995821,0.08445321,0.0029621758,0.0068064025,0.06393048,0.021489725,0.7554176],"study_design_scores_gemma":[0.000040706098,0.00069402275,0.09242088,0.0025008607,0.00008325707,0.0020514561,0.3209142,0.004340382,0.004803194,0.02759897,0.5444711,0.000081023485],"about_ca_topic_score_codex":0.0029818253,"about_ca_topic_score_gemma":0.01489429,"teacher_disagreement_score":0.0071224673,"about_ca_system_score_codex":0.0019107724,"about_ca_system_score_gemma":0.006863021,"threshold_uncertainty_score":0.023827016},"labels":[],"label_agreement":null}]}