{"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07163399,0.000118064854,0.00011210799,0.0020430977,0.00024994192,0.00027380322,0.00006283187,0.000055506818,0.9254507],"genre_scores_gemma":[0.9979666,0.00015651903,0.00023596954,0.00010047188,0.0001096854,0.000010527596,0.000054519645,0.000006039051,0.0013596886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991037,0.000050225997,0.00033197916,0.00015270346,0.00012081483,0.00024057152],"domain_scores_gemma":[0.99931234,0.00033283245,0.00015664526,0.000064756874,0.000042432872,0.00009098653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071420945,0.00008485025,0.00012520415,0.00007723283,0.000263529,0.00021944525,0.00009665982,0.000034457258,0.00010605708],"category_scores_gemma":[0.00016030614,0.00009116582,0.00002866342,0.000060126084,0.00014596294,0.0034460651,0.00004224448,0.000085267435,0.00016238182],"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":[0.000062891326,0.0001779694,0.0018597576,0.00014047557,0.00014792135,0.0000059331705,0.09188552,0.000025734917,0.000008579822,0.8211409,0.0039203195,0.08062403],"study_design_scores_gemma":[0.0003100781,0.000030191752,0.0017909429,0.000024090403,0.000009468847,0.0000024746528,0.0125647355,0.00010806772,0.000030068355,0.006531924,0.9784654,0.000132588],"about_ca_topic_score_codex":0.0010189083,"about_ca_topic_score_gemma":0.0009767741,"teacher_disagreement_score":0.97454506,"about_ca_system_score_codex":0.00010855954,"about_ca_system_score_gemma":0.00025761314,"threshold_uncertainty_score":0.37176344},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65400445,0.004242857,0.00010032215,0.0075374916,0.000554407,0.0004131198,0.0001559822,0.000019669224,0.33297172],"genre_scores_gemma":[0.99629295,0.0010271023,0.000050865587,0.00050165766,0.00004372349,0.000034061446,0.000015995947,0.000011579639,0.0020220478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985927,0.000039988106,0.0008132759,0.00033458674,0.000023419312,0.00019606428],"domain_scores_gemma":[0.9989198,0.0004308047,0.0003268714,0.00027797185,0.000011776232,0.000032769673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013130518,0.00013954067,0.0003301807,0.0006564225,0.00007736167,0.00036835324,0.00027054758,0.00006140914,0.00016167971],"category_scores_gemma":[0.00009726448,0.00010771345,0.00014640045,0.0009648231,0.000061017967,0.0018587686,0.00004508975,0.00021162641,0.000085805244],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006402553,0.00014597141,0.22297238,0.00024417532,0.0014280564,0.000014551271,0.005458046,0.0032282611,4.9972937e-7,0.754318,0.0057441033,0.006381908],"study_design_scores_gemma":[0.00029302668,0.0000317701,0.30166128,0.000020580414,0.00012224166,0.000029705574,0.0003357809,0.024823911,0.0000016315909,0.0037083707,0.6687471,0.00022459042],"about_ca_topic_score_codex":0.001019555,"about_ca_topic_score_gemma":0.0011643956,"teacher_disagreement_score":0.75060964,"about_ca_system_score_codex":0.0001356169,"about_ca_system_score_gemma":0.00005319307,"threshold_uncertainty_score":0.43924272},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59266627,0.008869518,0.01911838,0.014894104,0.0011213023,0.0021494217,0.0012146118,0.00002909927,0.35993728],"genre_scores_gemma":[0.99910325,0.00031914018,0.00025554778,0.000044257813,0.000020673093,0.000015901642,0.000010342396,0.000007325276,0.00022357953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990655,0.000019401783,0.0005935479,0.00021483436,0.000022431523,0.00008423742],"domain_scores_gemma":[0.9993475,0.00016144189,0.0002501614,0.00020968981,0.000011376621,0.000019824653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010625189,0.00006807818,0.0001967019,0.000076160155,0.000024910287,0.00011661675,0.00011623718,0.000028643535,0.000030122254],"category_scores_gemma":[0.000053633757,0.00006276878,0.000014808868,0.00007044714,0.00007766996,0.0049767834,0.000052068302,0.000118621814,0.0000052452265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050833485,0.000008981735,0.0002032769,0.00015011357,0.00003408028,4.3144257e-7,0.00018671954,0.006770872,0.0000044919443,0.9894435,0.00007604948,0.0030706888],"study_design_scores_gemma":[0.0009924674,0.00003897216,0.00262992,0.00007831663,0.000015183604,0.0000478422,0.00013584927,0.69070774,0.00003861404,0.07029346,0.23485619,0.00016543639],"about_ca_topic_score_codex":0.85119253,"about_ca_topic_score_gemma":0.51343066,"teacher_disagreement_score":0.91915,"about_ca_system_score_codex":0.00009981271,"about_ca_system_score_gemma":0.00015314514,"threshold_uncertainty_score":0.49544796},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98204356,0.0011758221,0.0007940143,0.0061977953,0.00054947473,0.0026617353,0.00014287926,0.0000067415135,0.0064279493],"genre_scores_gemma":[0.9981952,0.0008458165,0.000032862587,0.00042661786,0.000033099313,0.00009405261,0.0000038259823,0.0000036755062,0.00036489085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861497,0.00011491479,0.00066525856,0.00022599325,0.00012959001,0.00024929162],"domain_scores_gemma":[0.99871236,0.00049950345,0.0005450331,0.00010216764,0.00006835193,0.000072611256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013065459,0.00013377117,0.00022989183,0.00006178645,0.000676254,0.0006701059,0.00010183979,0.00007107365,0.000020983638],"category_scores_gemma":[0.000103459526,0.00011536119,0.000018827026,0.000041327054,0.00029720357,0.002265241,0.00005577348,0.00013930461,2.807576e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023348539,0.00002139999,0.0011954404,0.00018921283,0.000075772106,4.2370138e-7,0.030370401,0.00025844984,0.000022922195,0.9637624,0.00028517947,0.0035848953],"study_design_scores_gemma":[0.017980691,0.00044776857,0.05783096,0.00033092417,0.0005208181,0.00001355503,0.14092848,0.24233428,0.000182819,0.11439079,0.4239183,0.001120598],"about_ca_topic_score_codex":0.6491578,"about_ca_topic_score_gemma":0.87064344,"teacher_disagreement_score":0.8493716,"about_ca_system_score_codex":0.0002241087,"about_ca_system_score_gemma":0.0011551006,"threshold_uncertainty_score":0.6461847},"labels":[],"label_agreement":null}]}