{"meta":{"query_hash":"a8c2445f7ee5","filters":{"venue":"Economic problems and legal practice"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/a8c2445f7ee5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Economic+problems+and+legal+practice"},"results":[{"id":"W4394998286","doi":"10.33693/2541-8025-2023-19-5-283-291","title":"Digital development of complementary currency markets: legislative aspects","year":2023,"lang":"en","type":"article","venue":"Economic problems and legal practice","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":1,"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":"Legislation; Legislature; Popularity; Currency; Context (archaeology); Sample (material); Business; Appeal; Position (finance); Digitization; Political science; Economics; Law; Finance; Engineering; Geography; Monetary economics","score_opus":0.04832124113526538,"score_gpt":0.32299841664728496,"score_spread":0.2746771755120196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394998286","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":[0.42535073,0.0025900756,0.010107025,0.0062019727,0.00008884356,0.0001973938,0.00008069219,0.00002690372,0.5553563],"genre_scores_gemma":[0.9886053,0.0010685981,0.0022264575,0.000288007,0.000037635175,0.000093879244,0.000030947635,0.0000046686127,0.0076445052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948368,0.0032399052,0.00026052803,0.0003263219,0.001016059,0.00032033763],"domain_scores_gemma":[0.9860701,0.008891814,0.002450803,0.0009666909,0.0011837585,0.00043687684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007063769,0.00013113255,0.0001495813,0.0016086807,0.0017413817,0.006765911,0.00050857203,0.00066327146,0.0059119654],"category_scores_gemma":[0.013892819,0.00016205802,0.0001659772,0.0027018148,0.0060455673,0.0044959397,0.0026933863,0.00093407487,0.0002798591],"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":[0.000027241605,0.000110174056,0.01581897,0.00031226923,0.000008726901,0.00027680642,0.015816135,0.00065073743,0.0009080142,0.86778665,0.0010458289,0.09723843],"study_design_scores_gemma":[0.00003682164,0.0003715554,0.13588525,0.0022006026,0.00007400696,0.0017241655,0.11608047,0.004272685,0.0071841874,0.21091722,0.52119297,0.00006006919],"about_ca_topic_score_codex":0.001025845,"about_ca_topic_score_gemma":0.0013671513,"teacher_disagreement_score":0.007063769,"about_ca_system_score_codex":0.0027063384,"about_ca_system_score_gemma":0.004168021,"threshold_uncertainty_score":0.03735721},"labels":[],"label_agreement":null},{"id":"W4399307467","doi":"10.33693/2541-8025-2024-20-2-202-210","title":"Econometric Analysis of the Labor Market in the North Caucasus Region","year":2024,"lang":"en","type":"article","venue":"Economic problems and legal practice","topic":"Economic Development and Digital Transformation","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":"Nortel (Canada)","funders":"","keywords":"Unemployment; Economics; Index (typography); Econometric model; Productivity; Depreciation (economics); Labour economics; Explanatory power; Russian federation; Goods and services; Econometric analysis; Demographic economics; Economy; Human capital; Macroeconomics; Economic growth; Econometrics; Economic policy","score_opus":0.025834285055010467,"score_gpt":0.21627439041732188,"score_spread":0.19044010536231143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399307467","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":[0.994582,0.0003338411,0.0019045919,0.00037041667,0.000008024265,0.000015174378,0.00033232718,0.0000159486,0.00243766],"genre_scores_gemma":[0.9982424,0.0001759887,0.00034387974,0.0000127053445,0.0000074867094,0.00001046758,0.00021861454,0.0000022952092,0.0009861918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996,0.00021809833,0.0000124586395,0.000046025965,0.000034033095,0.00008925234],"domain_scores_gemma":[0.99928015,0.00047130272,0.00012240071,0.000021918844,0.00006181565,0.00004240723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007209174,0.00016758738,0.0004010312,0.0006173198,0.00038476,0.0008168447,0.00030436018,0.0002908591,0.0019876577],"category_scores_gemma":[0.00153466,0.00015399906,0.0005200548,0.00085241115,0.0003012843,0.00029015171,0.0003654529,0.000330827,0.00021879397],"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":[0.00037513187,0.00029522635,0.6925123,0.00021646774,0.00025409818,0.0017279122,0.002904185,0.24289958,0.0023457308,0.02651235,0.0033283248,0.026628736],"study_design_scores_gemma":[0.000028672703,0.00017498137,0.69739735,0.00006606181,0.000093138544,0.00018312914,0.00929655,0.28330085,0.00039902446,0.0038560042,0.005170817,0.000033365694],"about_ca_topic_score_codex":0.104342066,"about_ca_topic_score_gemma":0.06296381,"teacher_disagreement_score":0.104342066,"about_ca_system_score_codex":0.0013461526,"about_ca_system_score_gemma":0.0012098133,"threshold_uncertainty_score":0.20746946},"labels":[],"label_agreement":null},{"id":"W4404904577","doi":"10.33693/2541-8025-2024-20-5-31-37","title":"Models of Legal Regulation of Data Protection in Canada and the USA","year":2024,"lang":"en","type":"article","venue":"Economic problems and legal practice","topic":"Digital Transformation in Law","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":"Data Protection Act 1998; Political science; Law and economics; Law; Sociology","score_opus":0.055683940148074915,"score_gpt":0.23285307032561006,"score_spread":0.17716913017753516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404904577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10652612,0.0045122006,0.06683774,0.063852616,0.0002735067,0.00028415417,0.0013965353,0.00025246624,0.75606453],"genre_scores_gemma":[0.94531614,0.0031496484,0.009597155,0.0028012367,0.000099437224,0.00019027192,0.0003338843,0.000047389898,0.03846492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99433315,0.0012365289,0.00012725379,0.0004621816,0.0023871798,0.0014536618],"domain_scores_gemma":[0.9919979,0.0032189728,0.00072956836,0.0004625941,0.0029752697,0.0006157389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004649693,0.000553864,0.0007265592,0.0030406902,0.0064325687,0.008438893,0.002970993,0.003752416,0.006953492],"category_scores_gemma":[0.012840855,0.00055306294,0.0012327959,0.0035165579,0.009978052,0.0028234639,0.002266647,0.00373733,0.00052228104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007724619,0.0000090333015,0.0005494408,0.000008522637,0.000006042117,0.000042654818,0.0003016123,0.008791912,0.000025193864,0.98639864,0.0021418633,0.0017173735],"study_design_scores_gemma":[0.00012770559,0.000033138036,0.005209156,0.00027604672,0.00008128283,0.00016759614,0.0019172836,0.11356181,0.000271215,0.7769182,0.10129076,0.00014573384],"about_ca_topic_score_codex":0.9422751,"about_ca_topic_score_gemma":0.9061546,"teacher_disagreement_score":0.084691115,"about_ca_system_score_codex":0.084691115,"about_ca_system_score_gemma":0.07116458,"threshold_uncertainty_score":0.6144799},"labels":[],"label_agreement":null},{"id":"W7125500598","doi":"10.33693/2541-8025-2025-21-6-187-192","title":"The dualistic model of independent control over information and confidentiality: Canada's experience and prospects for implementation in Russia","year":2025,"lang":"","type":"article","venue":"Economic problems and legal practice","topic":"Ombudsman and Human Rights","field":"Social Sciences","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":"Dominance (genetics); Transparency (behavior); Control (management); State (computer science); Balance (ability); Key (lock)","score_opus":0.010662330751292345,"score_gpt":0.29708690371322377,"score_spread":0.2864245729619314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125500598","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":[0.72118133,0.0034645048,0.003791854,0.09457289,0.00027480008,0.00022782802,0.00013701507,0.00006259812,0.17628716],"genre_scores_gemma":[0.98607975,0.0013156934,0.0010836542,0.0016607356,0.000016501908,0.00003147362,0.00002914223,0.000019554609,0.00976346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97918636,0.0064427494,0.00045935393,0.00094185065,0.0062030265,0.0067666476],"domain_scores_gemma":[0.98757184,0.004167298,0.000700923,0.00046841966,0.0033624605,0.0037290563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011665781,0.00026716272,0.0006400433,0.0013860659,0.03378233,0.013699842,0.002970794,0.003563843,0.0033050128],"category_scores_gemma":[0.014849167,0.0003930143,0.000507064,0.0036226716,0.017875398,0.0025802243,0.006905885,0.005814367,0.00018137279],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001346946,0.00019373318,0.021948552,0.00025988664,0.000043170126,0.0021288227,0.27938077,0.0015258961,0.0007888127,0.6026743,0.013161958,0.077759415],"study_design_scores_gemma":[0.00013225306,0.00020253105,0.053803947,0.00076666323,0.0001125223,0.00091985683,0.51139754,0.0048024277,0.0015150928,0.031232925,0.3948628,0.00025138826],"about_ca_topic_score_codex":0.9885294,"about_ca_topic_score_gemma":0.98815244,"teacher_disagreement_score":0.8499292,"about_ca_system_score_codex":0.15007079,"about_ca_system_score_gemma":0.35346922,"threshold_uncertainty_score":0.9857974},"labels":[],"label_agreement":null}]}