{"meta":{"query_hash":"c1f8cdaaa98b","filters":{"venue":"Black Sea Economic Studies"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/c1f8cdaaa98b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Black+Sea+Economic+Studies"},"results":[{"id":"W3122321318","doi":"10.32843/bses.58-3","title":"THE MODERN TRADE POLICY OF THE USA AND ITS IMPACT ON THE FOREIGN TRADE RELATIONS","year":2020,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"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":"International trade; International economics; Commercial policy; Economics; Foreign policy; Trade barrier; Business; Political science; Politics; Law","score_opus":0.08791801149680434,"score_gpt":0.2775135966568289,"score_spread":0.18959558516002456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122321318","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":[0.8107245,0.0024356206,0.0000054841144,0.11809634,0.0001391815,0.00045639748,0.0005067923,0.000016097163,0.06761958],"genre_scores_gemma":[0.9961747,0.0008060146,0.0000036038646,0.0023830389,0.00034689676,0.000028236238,0.0000012890165,0.000023954544,0.00023228713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986468,0.00003729888,0.00062974956,0.0003322203,0.000022154127,0.00033175957],"domain_scores_gemma":[0.9985514,0.0006248241,0.00039414453,0.0003439905,0.0000047101266,0.000080925005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035707033,0.00022085074,0.00044278317,0.00005399273,0.0004841605,0.000056945224,0.0004300199,0.00007051769,0.00003654381],"category_scores_gemma":[0.0003241609,0.00012723633,0.00025919714,0.000111538284,0.00038719925,0.00014209798,0.00015312087,0.0002082515,0.00024546735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041772415,0.00001831759,0.03889937,0.000021888705,0.0004735073,1.617527e-7,0.0044301287,0.0019923553,0.000004098495,0.9299342,0.02392666,0.00025752347],"study_design_scores_gemma":[0.0007694053,0.00018092422,0.39808977,0.000019910081,0.000032803917,0.0000028080062,0.0010886315,0.050898205,0.00017271363,0.5380609,0.010325141,0.00035880393],"about_ca_topic_score_codex":0.00009308606,"about_ca_topic_score_gemma":0.000084403575,"teacher_disagreement_score":0.39187333,"about_ca_system_score_codex":0.00018953584,"about_ca_system_score_gemma":0.000046577083,"threshold_uncertainty_score":0.51885474},"labels":[],"label_agreement":null},{"id":"W4321450065","doi":"10.32782/bses.78-5","title":"MARKETING TOOLS FOR INCREASING THE COMPETITIVENESS OF SOCKS MANUFACTURERS ON THE MARKET","year":2022,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Business and Economic Development","field":"Environmental Science","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":"SOCKS; Business; Product (mathematics); Factory (object-oriented programming); Quality (philosophy); Commerce; Market share; Consumption (sociology); Marketing; Production (economics); Economics; Engineering","score_opus":0.036876326995091864,"score_gpt":0.23983410467219365,"score_spread":0.2029577776771018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321450065","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":[0.967695,0.00006538372,0.000010273781,0.0033797922,0.0003429984,0.0004611403,0.00006354195,0.000009189926,0.02797271],"genre_scores_gemma":[0.998091,0.00008699303,0.000104028506,0.0007721922,0.000042273583,0.00020788267,0.0000039091133,0.000012892691,0.00067883334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907225,0.00015622326,0.00025340356,0.00023909958,0.000069732436,0.00020930172],"domain_scores_gemma":[0.99734217,0.0022519897,0.00018043486,0.00020440163,0.000004282547,0.00001672296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021625883,0.00012726714,0.00021084168,0.00001526456,0.00067881634,0.000032220833,0.00032067703,0.000013552822,0.0044102813],"category_scores_gemma":[0.0001041193,0.000081775135,0.00007861657,0.000031479554,0.0003044761,0.000077295575,0.0005956628,0.00007868562,0.000047910125],"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":[0.0033855883,0.00031120706,0.4202636,0.00027794208,0.0021522983,0.0000057998354,0.013657628,0.1608027,0.00039893072,0.005098606,0.26939952,0.12424618],"study_design_scores_gemma":[0.0005975818,0.000052251544,0.759623,0.00003153459,0.00003730816,0.000005530621,0.02757259,0.0024071566,0.0005652666,0.0010351249,0.20775846,0.00031418682],"about_ca_topic_score_codex":0.00009138167,"about_ca_topic_score_gemma":0.000059509548,"teacher_disagreement_score":0.33935943,"about_ca_system_score_codex":0.0004766546,"about_ca_system_score_gemma":0.000017983968,"threshold_uncertainty_score":0.99649984},"labels":[],"label_agreement":null},{"id":"W4393312938","doi":"10.32782/bses.85-28","title":"COUNTERING THE FINANCING OF TERRORISM: LEGAL AND ECONOMIC ASPECTS","year":2024,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Economic Sanctions and International Relations","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":"Political science; Terrorism; Damages; Appeal; Law; Commit; Context (archaeology); Sanctions; State (computer science); Territorial integrity; Order (exchange); Democracy; Sovereignty; Business; Politics","score_opus":0.04227572307411498,"score_gpt":0.2690923748199459,"score_spread":0.22681665174583093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393312938","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":[0.8997178,0.021392396,0.00019331096,0.0025150562,0.0030079167,0.00018422471,0.0002846405,0.000046823407,0.07265783],"genre_scores_gemma":[0.99356985,0.0034939775,0.00007397712,0.000086787884,0.00043602064,0.000032135435,0.000004696341,0.000024372779,0.0022782017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870676,0.000007604146,0.00069325586,0.00039167213,0.000013427917,0.00018728871],"domain_scores_gemma":[0.999206,0.00031535735,0.00020511208,0.0002275667,0.000013822979,0.00003213152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039723256,0.00016070405,0.00037707805,0.00020084523,0.00014136237,0.00012376484,0.00016033895,0.000050581304,0.00030423157],"category_scores_gemma":[0.00005711085,0.00015205891,0.00012796799,0.000042661435,0.00024823679,0.00042628773,0.00012678241,0.00012469105,0.0010305545],"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":[0.000005894078,0.000008359675,0.011824001,0.000057626297,0.00048979546,0.0000014003193,0.0011693625,0.0016624789,0.0000062320855,0.9740864,0.010197471,0.00049098773],"study_design_scores_gemma":[0.00078966114,0.00015798245,0.06300832,0.00025048802,0.000074115604,0.000068536574,0.0037633167,0.11878504,0.00021325822,0.13914406,0.67299485,0.0007503517],"about_ca_topic_score_codex":0.0005156657,"about_ca_topic_score_gemma":0.0003551329,"teacher_disagreement_score":0.83494234,"about_ca_system_score_codex":0.00041795292,"about_ca_system_score_gemma":0.000055353754,"threshold_uncertainty_score":0.9997473},"labels":[],"label_agreement":null},{"id":"W4393312986","doi":"10.32782/bses.85-7","title":"FEATURES OF REAL ESTATE ASSESSMENT: FOREIGN EXPERIENCE","year":2024,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Economic and Business Development Strategies","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":"Cadastre; Valuation (finance); Real estate; Business; Real property; Renting; Capitalization; Lithuanian; Income approach; Property management; Capitalization rate; Finance; Property tax; Real estate development; Accounting; Geography; Revenue; Real estate investment trust; Engineering; Civil engineering; Political science; Cartography","score_opus":0.06638699762370759,"score_gpt":0.3078042481173213,"score_spread":0.24141725049361373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393312986","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":[0.5021204,0.0032595645,0.0001041686,0.00031728973,0.0009287831,0.00016679257,0.00016553492,0.000091658534,0.4928458],"genre_scores_gemma":[0.9704822,0.025879936,0.00081036764,0.000044784465,0.00017114628,0.000060813785,0.00002010886,0.00003419203,0.0024964525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981748,0.00000910557,0.00086449564,0.00059134176,0.000023671662,0.0003366182],"domain_scores_gemma":[0.9992226,0.00014255328,0.00027075678,0.00028688318,0.000027039001,0.00005019226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033421753,0.0002591991,0.0006906867,0.0002605182,0.00009912991,0.00012789074,0.00026537143,0.00007709757,0.00036105068],"category_scores_gemma":[0.000022778955,0.0002709261,0.00015491743,0.00011905852,0.00037781603,0.0005628188,0.00015018389,0.00011775544,0.00059615634],"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":[0.00001526139,0.00002825134,0.062625736,0.00034899407,0.000597515,0.000011900925,0.0045281476,0.00018454558,0.000011579896,0.91824716,0.009756777,0.0036441113],"study_design_scores_gemma":[0.0015475252,0.0002288379,0.5439162,0.0004043606,0.00007468029,0.000032392014,0.04762394,0.0060445582,0.0009346818,0.292746,0.10430372,0.0021430594],"about_ca_topic_score_codex":0.00049127976,"about_ca_topic_score_gemma":0.000105690546,"teacher_disagreement_score":0.62550116,"about_ca_system_score_codex":0.0004252388,"about_ca_system_score_gemma":0.00009422043,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W4393322786","doi":"10.32782/bses.85-25","title":"FOREIGN EXPERIENCE IN DEVELOPING STRATEGIES FOR THE DEVELOPMENT OF THE HOSPITALITY AND TOURISM INDUSTRY","year":2024,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Economic and Business Development Strategies","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":"Tourism; Hospitality; Hospitality industry; Business; Sustainable development; Marketing; Work (physics); Sustainable tourism; Hospitality management studies; Tourism geography; Destinations; Ecotourism; Natural resource; Political science; Engineering","score_opus":0.12063995454319917,"score_gpt":0.3032679547811072,"score_spread":0.182628000237908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393322786","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":[0.9825849,0.008252649,0.0008891663,0.0015650596,0.0006780902,0.00044897094,0.000032908345,0.000022080401,0.005526153],"genre_scores_gemma":[0.99745435,0.0008321615,0.0010241712,0.00010411494,0.00007640328,0.00020247395,0.0000018399219,0.000016309343,0.0002881676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984773,0.0000078269795,0.0008356961,0.00039822812,0.000019129608,0.0002618321],"domain_scores_gemma":[0.9992829,0.00026440126,0.00020950731,0.0002036787,0.000020546644,0.000018997982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005739368,0.00019449396,0.00039986978,0.00010111268,0.00020486381,0.00014325343,0.00029077876,0.00010870123,0.000022770982],"category_scores_gemma":[0.00004314539,0.00014105528,0.00006921922,0.00011672015,0.00038225952,0.00038881213,0.0002195556,0.00014565673,0.00001680854],"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":[0.000010168629,0.00001124681,0.14633803,0.0003417876,0.00028782245,6.668839e-7,0.018990241,0.00030581251,0.0000017603819,0.83145374,0.00091111666,0.0013476225],"study_design_scores_gemma":[0.00056805095,0.000019933828,0.56688315,0.00030588682,0.00001564882,0.0000030751964,0.10908827,0.00280589,0.0003812459,0.29834875,0.020980751,0.00059933687],"about_ca_topic_score_codex":0.00006400457,"about_ca_topic_score_gemma":0.00027839415,"teacher_disagreement_score":0.53310496,"about_ca_system_score_codex":0.00026018292,"about_ca_system_score_gemma":0.0002651442,"threshold_uncertainty_score":0.5752067},"labels":[],"label_agreement":null},{"id":"W4403196930","doi":"10.32782/bses.88-16","title":"USING OF WEB ANALYTICS FOR SITE DEVELOPMENT","year":2024,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","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":"Analytics; Web site; Web analytics; Computer science; World Wide Web; Data science; Web development; The Internet; Web intelligence","score_opus":0.12747407293185684,"score_gpt":0.38817095682303815,"score_spread":0.2606968838911813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403196930","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040201038,0.0006918759,0.95803905,0.0003987393,0.00009954131,0.00016062167,0.000015024487,0.00010055917,0.00029353928],"genre_scores_gemma":[0.44690022,0.00010088517,0.5527208,0.00004919199,0.000048670514,0.00003357354,0.0000024202661,0.0000061076653,0.00013812106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994894,0.0000030462118,0.00019711583,0.00019099015,0.000030988205,0.00008845593],"domain_scores_gemma":[0.9996381,0.00013124058,0.00004682232,0.00012066295,0.000047434973,0.000015784859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008356479,0.0000652729,0.00012035393,0.0000626532,0.000060009694,0.000026068716,0.00015182688,0.0000129444625,0.0000011639387],"category_scores_gemma":[0.000005666436,0.00006249391,0.000043080323,0.000078116245,0.000040119277,0.00010897341,0.00013143537,0.000019978032,0.000016497175],"study_design_candidate":"simulation_or_modeling","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":[0.0000034130073,0.000030250465,0.0002638231,0.00025617008,0.00039226533,0.0000013428917,0.0018905561,0.080203205,0.0007311537,0.8821469,0.007045452,0.027035484],"study_design_scores_gemma":[0.00006301555,0.000014475698,0.000100611804,0.000038095106,0.000010043355,0.0000014762888,0.00004890738,0.91335714,0.0027602802,0.042332582,0.041170545,0.00010284288],"about_ca_topic_score_codex":9.980133e-7,"about_ca_topic_score_gemma":0.000004200305,"teacher_disagreement_score":0.8398143,"about_ca_system_score_codex":0.000118041215,"about_ca_system_score_gemma":0.000112907466,"threshold_uncertainty_score":0.2548428},"labels":[],"label_agreement":null},{"id":"W4411035766","doi":"10.32782/bses.92-6","title":"ASSESSMENT OF THE EFFICIENCY OF LOGISTICS PROCESSES AT FOREIGN ENTERPRISES","year":2025,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","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":"Business; Industrial organization; Process management","score_opus":0.027278778894168125,"score_gpt":0.28017132838790526,"score_spread":0.25289254949373713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411035766","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":[0.41306677,0.00049538986,0.001931645,0.00029536826,0.0008267541,0.00061123306,0.0000136191375,0.000041526106,0.5827177],"genre_scores_gemma":[0.9978564,0.00014920202,0.00003054468,0.00030489537,0.00008941063,0.000023083761,0.000004367498,0.0000058704404,0.0015362628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903196,0.00000713317,0.0005765088,0.00014076747,0.00010780219,0.00013582251],"domain_scores_gemma":[0.99888307,0.00009892856,0.00058077165,0.00025201886,0.00018217691,0.0000030410554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026769098,0.00013057444,0.00031117568,0.00016785746,0.00012914959,0.00004301545,0.000340599,0.000023716237,0.000045246423],"category_scores_gemma":[0.0001402063,0.000091066344,0.000092512986,0.0002166242,0.00022577483,0.00031621451,0.0007009582,0.000033408825,0.000032131862],"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":[0.000020791782,0.00007178607,0.85713387,0.0044510104,0.00036210575,1.8695059e-7,0.000242466,0.0026522786,0.00002310653,0.09219867,0.04267308,0.00017067548],"study_design_scores_gemma":[0.0060099703,0.00012582086,0.55787283,0.0038817106,0.0013607417,0.0000010698612,0.04724197,0.06979205,0.004709921,0.020142835,0.2873917,0.0014694117],"about_ca_topic_score_codex":0.00004112918,"about_ca_topic_score_gemma":0.00006437973,"teacher_disagreement_score":0.5847896,"about_ca_system_score_codex":0.000094928066,"about_ca_system_score_gemma":0.00004106776,"threshold_uncertainty_score":0.37135777},"labels":[],"label_agreement":null},{"id":"W4416742627","doi":"10.32782/bses.94-30","title":"INTERNATIONAL MODELS OF TOURISM BUSINESS DEVELOPMENT IN SMALL COMMUNITIES","year":2025,"lang":"","type":"article","venue":"Black Sea Economic Studies","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","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":"Tourism; SWOT analysis; Ukrainian; Sustainable tourism; Tourism geography; Sustainable development; Ecotourism; Small business; Adaptation (eye)","score_opus":0.08915309740051808,"score_gpt":0.30241854592164685,"score_spread":0.21326544852112878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416742627","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":[0.84215504,0.0007380277,0.00009088067,0.001655028,0.0020423,0.0004642924,0.00010041837,0.000012466712,0.15274152],"genre_scores_gemma":[0.9770068,0.0055086436,0.0013800059,0.00008681338,0.00003575313,0.00004190617,0.000011717848,0.000011630929,0.015916763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9977891,0.000103700506,0.00090878597,0.0004597587,0.00023870997,0.0004999313],"domain_scores_gemma":[0.998849,0.00026363847,0.00022017669,0.00049688906,0.00010303986,0.000067280125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014332788,0.0002782011,0.0005351541,0.00043061393,0.00020784278,0.00009507281,0.00132001,0.00007956014,0.002117991],"category_scores_gemma":[0.000092637696,0.00029459913,0.000076964156,0.00035237795,0.0021942242,0.00043708854,0.0034525562,0.0002015931,0.0005137588],"study_design_candidate":"simulation_or_modeling","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":[0.00045028314,0.0014490847,0.13326792,0.0011112386,0.0030582654,0.000050733423,0.109607264,0.5743884,0.00037518542,0.013594377,0.06673169,0.09591558],"study_design_scores_gemma":[0.006993752,0.00013223935,0.38039455,0.00269021,0.00011642876,0.000003514111,0.1596562,0.20914608,0.0065191193,0.024507847,0.20799011,0.0018499584],"about_ca_topic_score_codex":0.001672793,"about_ca_topic_score_gemma":0.004425583,"teacher_disagreement_score":0.36524227,"about_ca_system_score_codex":0.0018808913,"about_ca_system_score_gemma":0.0002545466,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W4416742652","doi":"10.32782/bses.94-17","title":"FEATURES OF TIME MANAGEMENT IN THE LAND RESOURCES MANAGEMENT SYSTEM","year":2025,"lang":"","type":"article","venue":"Black Sea Economic Studies","topic":"Land Use and Management","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":"Land management; Process (computing); Management system; Relevance (law); Land use; Resource management (computing); Distribution (mathematics); Duration (music)","score_opus":0.01638352207663504,"score_gpt":0.28129453339533894,"score_spread":0.2649110113187039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416742652","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":[0.10468454,0.008545304,0.0000051616557,0.004604019,0.0009145199,0.0018022346,0.000022136812,0.000038039216,0.87938404],"genre_scores_gemma":[0.927131,0.02972873,0.000054435477,0.0004630535,0.00020809557,0.00015769797,0.0000032031473,0.000012649616,0.042241126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99766195,0.0003583997,0.0006864144,0.00053414464,0.00025600175,0.0005030871],"domain_scores_gemma":[0.99889207,0.00025374108,0.00026042046,0.00052956905,0.000030389017,0.0000338041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804917,0.00029744869,0.0006323424,0.00032176185,0.0004381369,0.0001340687,0.0008999791,0.000076947734,0.000054146258],"category_scores_gemma":[0.000009618376,0.00021187634,0.0001789958,0.00037550772,0.00046436538,0.00010786906,0.0007575666,0.00011232347,0.00024230589],"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":[0.0002581327,0.0003599183,0.011997057,0.0060220016,0.009733548,0.00012238575,0.08073782,0.0011786289,2.4316796e-7,0.4740785,0.37968436,0.035827395],"study_design_scores_gemma":[0.002141425,0.0000885362,0.09119918,0.0014108961,0.0012230491,4.8817026e-7,0.46476194,0.00018992541,0.0000076600645,0.004392655,0.43412152,0.00046272267],"about_ca_topic_score_codex":0.00094745733,"about_ca_topic_score_gemma":0.0018959699,"teacher_disagreement_score":0.83714294,"about_ca_system_score_codex":0.00047520857,"about_ca_system_score_gemma":0.000025107798,"threshold_uncertainty_score":0.8640066},"labels":[],"label_agreement":null}]}