{"meta":{"query_hash":"32fbd19e14cb","filters":{"venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne"},"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/32fbd19e14cb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Economic+and+Regional+Studies+%2F+Studia+Ekonomiczne+i+Regionalne"},"results":[{"id":"W3021473147","doi":"10.2478/ers-2020-0006","title":"The Assessment of Three Measures (101, 103, 302) Under the National Plan of Agriculture and Rural Development of Kosovo","year":2020,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"Regional Development and Management Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; Manitoba Agriculture, Food and Rural Development","keywords":"Agriculture; Diversification (marketing strategy); Pillar; Business; National Development Plan; Government (linguistics); Sustainable development; Rural area; Economic growth; Agribusiness; Agricultural economics; Economics; Marketing; Geography; Poverty; Political science","score_opus":0.11476567009464232,"score_gpt":0.2625233477467316,"score_spread":0.14775767765208925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021473147","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":[0.9324729,0.0006491529,0.0024421536,0.0011734491,0.00004754105,0.0006805646,0.010036917,0.000051379968,0.05244595],"genre_scores_gemma":[0.9872097,0.0001288463,0.002981089,0.000087311564,0.000015534579,0.0006590815,0.0062591424,0.000009020843,0.0026502183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605477,0.0013931217,0.0003455714,0.00024095524,0.0015189967,0.00044663277],"domain_scores_gemma":[0.9911781,0.0013501872,0.0028544671,0.00032942486,0.003463286,0.00082448585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050842008,0.0005199331,0.0002592561,0.003063871,0.0004627961,0.0016658724,0.00060077483,0.00040351268,0.0030278435],"category_scores_gemma":[0.008206254,0.00015080362,0.0003121209,0.00331536,0.0005783155,0.00081273867,0.0015840605,0.00050397194,0.0004219486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002679813,0.0003455972,0.879062,0.00039565007,0.00014167241,0.00014312289,0.0010943111,0.007897799,0.0010481159,0.015482523,0.014401106,0.07972013],"study_design_scores_gemma":[0.000015150597,0.00030458954,0.9821191,0.000069926165,0.000016240554,0.000050215713,0.0011330763,0.0017610026,0.00069994456,0.00069725665,0.013116885,0.000016585653],"about_ca_topic_score_codex":0.0154584795,"about_ca_topic_score_gemma":0.012073352,"teacher_disagreement_score":0.0154584795,"about_ca_system_score_codex":0.0035505483,"about_ca_system_score_gemma":0.004658949,"threshold_uncertainty_score":0.030736983},"labels":[],"label_agreement":null},{"id":"W4280547014","doi":"10.2478/ers-2022-0005","title":"Farmers’ Perception of Causes and Consequences of their Indebtedness in Haryana, India","year":2022,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Loan; Agriculture; Perception; Feeling; Socioeconomics; Agricultural economics; Business; Agricultural science; Economics; Psychology; Geography; Finance; Social psychology","score_opus":0.0497405521989605,"score_gpt":0.24853149655889464,"score_spread":0.19879094435993414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280547014","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":[0.9995159,0.0000466927,0.000015597228,0.000067236775,0.0000016967555,0.0000020717714,0.000007473611,9.640569e-7,0.00034231684],"genre_scores_gemma":[0.99980575,0.000050489933,0.000011951923,0.000010598374,0.0000012998365,0.0000014169167,0.0000039027523,2.14765e-7,0.00011438683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993598,0.00022916378,0.000037767353,0.00005818271,0.00014136452,0.00017375586],"domain_scores_gemma":[0.99796045,0.00063926587,0.000747335,0.00006613096,0.00021975707,0.00036713973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065053714,0.00018210475,0.00018648413,0.00062712707,0.0012778158,0.0010272078,0.00033502578,0.00036328533,0.0016576675],"category_scores_gemma":[0.0018140709,0.0001776257,0.00014159606,0.00057261693,0.0011109774,0.00040608755,0.00067197875,0.00039410047,0.00015291378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008541983,0.00011928505,0.93396497,0.0000941633,0.000034006185,0.0037278673,0.04907321,0.0001645013,0.002395542,0.00026331088,0.000403322,0.009674241],"study_design_scores_gemma":[0.0000024272808,0.00018330888,0.9008564,0.000027594564,0.000010376107,0.0007459381,0.097041726,0.00011602168,0.00018206873,0.00011353774,0.00070630095,0.000014188624],"about_ca_topic_score_codex":0.007809199,"about_ca_topic_score_gemma":0.00864381,"teacher_disagreement_score":0.007809199,"about_ca_system_score_codex":0.0005861195,"about_ca_system_score_gemma":0.0005283477,"threshold_uncertainty_score":0.015527487},"labels":[],"label_agreement":null},{"id":"W4285407798","doi":"10.2478/ers-2022-0016","title":"Leadership in Organisations: Characteristics, Importance, Methods of Management in Different Sectors","year":2022,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"Business and Economic Development","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; Quarter (Canadian coin); Leadership studies; Subject (documents); Public relations; Field (mathematics); Work (physics); Phenomenon; Institution; Coronavirus disease 2019 (COVID-19); Sociology; Political science; Engineering ethics; Leadership style; Management; Social science; Engineering; Computer science; Geography; Mechanical engineering","score_opus":0.0985007525604667,"score_gpt":0.277957704341245,"score_spread":0.1794569517807783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285407798","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":[0.9832692,0.00279046,0.001504284,0.0006107082,0.000054826676,0.00009141733,0.00006640149,0.000018403154,0.011594307],"genre_scores_gemma":[0.99845576,0.00028798234,0.0005591758,0.000031073603,0.000013369829,0.000034600605,0.000021712842,0.0000047889675,0.0005915668],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943867,0.0029656012,0.00040933213,0.00035407994,0.0013499713,0.0005344485],"domain_scores_gemma":[0.97541,0.0126101915,0.00590474,0.0008269125,0.0029517522,0.0022964582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005038635,0.00015088214,0.0002487409,0.0027171865,0.001121576,0.0029501095,0.00044069803,0.00034160932,0.002602153],"category_scores_gemma":[0.020806521,0.00012814166,0.0002233169,0.0024539183,0.0012390433,0.0011030965,0.00128818,0.00035999427,0.00043947014],"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":[0.0001902367,0.00038639293,0.8129185,0.00042273087,0.000058362373,0.00033373048,0.071166135,0.00019965498,0.0011190965,0.004864805,0.0013882486,0.10695217],"study_design_scores_gemma":[0.00002041457,0.00020898819,0.8877046,0.00043884333,0.000021910559,0.0008793983,0.094623975,0.00062105025,0.00029857742,0.0027048683,0.012443407,0.000034047283],"about_ca_topic_score_codex":0.0010035909,"about_ca_topic_score_gemma":0.001497538,"teacher_disagreement_score":0.005038635,"about_ca_system_score_codex":0.0012833335,"about_ca_system_score_gemma":0.0019222166,"threshold_uncertainty_score":0.02664715},"labels":[],"label_agreement":null},{"id":"W4387347018","doi":"10.2478/ers-2023-0027","title":"Constraints in credit accessibility from primary agricultural cooperative societies in Haryana state, India","year":2023,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beneficiary; Unavailability; Loan; Agriculture; Business; Sample (material); Nonprobability sampling; Work (physics); Finance; Quarter (Canadian coin); Agricultural science; Economics; Population; Mathematics; Statistics; Engineering","score_opus":0.05017670219936063,"score_gpt":0.263192519805831,"score_spread":0.2130158176064704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387347018","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":[0.9985127,0.00006805563,0.000029492647,0.0000959094,0.0000013830263,0.000009934493,0.00009841886,0.0000014845322,0.0011826364],"genre_scores_gemma":[0.9995202,0.000068253714,0.000032711032,0.0000103900275,0.0000013898999,0.000008463321,0.000051488332,5.07099e-7,0.00030654372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989453,0.00029492922,0.000092784125,0.00010835631,0.00019896694,0.0003596283],"domain_scores_gemma":[0.99552757,0.0012822683,0.001434458,0.00017011428,0.0006124799,0.0009731757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064607,0.00018343618,0.00020308935,0.0012482342,0.0019905327,0.0016372442,0.0006000146,0.0002526011,0.005123189],"category_scores_gemma":[0.0035332295,0.00017318675,0.00014971386,0.0022548223,0.00086429564,0.00048033657,0.002014531,0.00035746238,0.0002639747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056618846,0.00009052162,0.9604033,0.00014448549,0.000022611981,0.0014795016,0.02123786,0.0003458386,0.0004007158,0.00065885123,0.0013048167,0.0138549],"study_design_scores_gemma":[0.000003572622,0.000060899263,0.93118995,0.00006030744,0.000009725927,0.0005434274,0.06480685,0.00021064587,0.000064376014,0.0002188099,0.0028207635,0.000010676424],"about_ca_topic_score_codex":0.04245125,"about_ca_topic_score_gemma":0.059608217,"teacher_disagreement_score":0.04245125,"about_ca_system_score_codex":0.0014686587,"about_ca_system_score_gemma":0.0030812656,"threshold_uncertainty_score":0.08440834},"labels":[],"label_agreement":null},{"id":"W4413025512","doi":"10.2478/ers-2025-0014","title":"Trade Openness, Foreign Direct Investment and Environmental Sustainability Nexus in Nigeria","year":2025,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Nexus (standard); Openness to experience; Foreign direct investment; Sustainability; Business; Investment (military); International economics; Economics; International trade; Natural resource economics; Political science; Macroeconomics; Ecology; Psychology; Politics; Biology","score_opus":0.022336359863608306,"score_gpt":0.23072231614656083,"score_spread":0.20838595628295253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413025512","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":[0.9883066,0.0016953333,0.00014492,0.0005438921,0.000015547728,0.0000075532753,0.0001132442,0.0000023782807,0.009170519],"genre_scores_gemma":[0.99855393,0.00078585866,0.0000519429,0.000018170262,0.000004889438,0.0000032577204,0.000034777062,5.89584e-7,0.000546536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985015,0.00003526983,0.000017112301,0.000023023253,0.00002808665,0.000046194225],"domain_scores_gemma":[0.9980818,0.00091909454,0.00067325204,0.000026673328,0.00013229951,0.00016679609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036874795,0.00015696575,0.00017005634,0.0010050102,0.0005072039,0.0013877677,0.000097246164,0.00022535489,0.003036097],"category_scores_gemma":[0.0013327289,0.000100840174,0.00015435042,0.0012294205,0.0006883049,0.0006554867,0.00062364625,0.00048203897,0.000115960254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010178188,0.00010058745,0.9719658,0.00015958479,0.000051705647,0.0012228581,0.00096474617,0.0032342852,0.00044995814,0.01004156,0.00038380406,0.011323485],"study_design_scores_gemma":[0.000012015138,0.000078237,0.9662308,0.0006026911,0.00008261393,0.00085442245,0.012789428,0.0061608865,0.0006961938,0.007513535,0.004962389,0.000016873078],"about_ca_topic_score_codex":0.009027426,"about_ca_topic_score_gemma":0.012035882,"teacher_disagreement_score":0.009027426,"about_ca_system_score_codex":0.0009937491,"about_ca_system_score_gemma":0.0012695622,"threshold_uncertainty_score":0.01794976},"labels":[],"label_agreement":null},{"id":"W7139974926","doi":"10.2478/ers-2025-0036","title":"Cryptocurrency as Compensation: Legal and Economic Aspects for Labor Remuneration","year":2025,"lang":"en","type":"article","venue":"Economic and Regional Studies / Studia Ekonomiczne i Regionalne","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Payroll; Cryptocurrency; Salary; Corporate governance; Harmonization; Ambiguity; Government (linguistics)","score_opus":0.026259244817304878,"score_gpt":0.2702346776099462,"score_spread":0.2439754327926413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139974926","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":[0.49029532,0.009437512,0.022694726,0.01422982,0.00031048147,0.0002959522,0.00022563219,0.00008390831,0.46242657],"genre_scores_gemma":[0.99171585,0.00071766647,0.001471816,0.0001914835,0.00008151137,0.00002316795,0.000014988938,0.000007116952,0.005776583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99565953,0.0017214388,0.00025446084,0.0003446197,0.0012998775,0.000719997],"domain_scores_gemma":[0.98885274,0.004384562,0.0029457156,0.0013919552,0.0015993293,0.00082575995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038560028,0.0002494365,0.00023792227,0.0021559864,0.0029363113,0.008646904,0.0008408004,0.00096175564,0.008567192],"category_scores_gemma":[0.012572346,0.00013469241,0.0002742522,0.0024405539,0.007640051,0.0033477831,0.0029048326,0.0013478282,0.00058042654],"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":[0.000121856974,0.00013509423,0.029077893,0.0002901696,0.000015952557,0.0003730228,0.004451684,0.0027544524,0.00076694874,0.8323218,0.00294387,0.12674704],"study_design_scores_gemma":[0.0000810798,0.00050082256,0.17263605,0.0049488894,0.00012503941,0.0015631516,0.036465347,0.01354836,0.0049458956,0.3471688,0.41780558,0.0002109651],"about_ca_topic_score_codex":0.0083326455,"about_ca_topic_score_gemma":0.010707645,"teacher_disagreement_score":0.008646904,"about_ca_system_score_codex":0.007057414,"about_ca_system_score_gemma":0.006585344,"threshold_uncertainty_score":0.051205337},"labels":[],"label_agreement":null}]}