{"meta":{"query_hash":"1be2a9b4d397","filters":{"venue":"Business Inform"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"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/1be2a9b4d397","api":"https://metacan.xera.ac/api/v1/cohort?venue=Business+Inform"},"results":[{"id":"W2972439622","doi":"10.32983/2222-4459-2019-7-108-114","title":"The Peculiarities of International and Domestic Experiences in the Development of Inclusion in Higher Education Institutions","year":2019,"lang":"en","type":"article","venue":"Business Inform","topic":"Foreign Language Teaching Methods","field":"Social Sciences","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":"Inclusion (mineral); Political science; Economic growth; Development economics; Sociology; Economics; Social science","score_opus":0.05138073674692612,"score_gpt":0.3839159296775151,"score_spread":0.332535192930589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972439622","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":[0.9040314,0.00017394543,0.000045436755,0.00062370277,0.000450837,0.00015205494,3.5953505e-7,0.0000038379467,0.094518416],"genre_scores_gemma":[0.99760675,0.000029773506,0.001981686,0.000041806397,0.000024346034,0.000032384618,0.0000024090036,0.0000011641232,0.00027965577],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.999339,0.000052201438,0.00021054078,0.000046872436,0.0002798583,0.00007157118],"domain_scores_gemma":[0.9995763,0.00018863539,0.00008517179,0.000073999654,0.00006825238,0.000007684179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013408425,0.00003717289,0.000060410486,0.000088659835,0.00021008207,0.000026894653,0.00029928618,0.000029766941,0.000055575478],"category_scores_gemma":[0.0003097251,0.000022100969,0.000007557619,0.0002847902,0.00026931704,0.00023014525,0.00018290215,0.000053908934,8.411696e-7],"study_design_candidate":"qualitative","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":[0.000011273585,0.000049927025,0.016452154,0.00002466826,0.0000023487737,1.6955454e-7,0.6555984,0.000028827393,0.00003534675,0.27366558,0.000009510958,0.05412181],"study_design_scores_gemma":[0.00023376213,0.000007528157,0.57985634,0.0001527005,0.0000020227424,0.0000010780354,0.37390378,0.00002570439,0.00006437521,0.0052344073,0.040434323,0.00008394833],"about_ca_topic_score_codex":0.0015275689,"about_ca_topic_score_gemma":0.0021365935,"teacher_disagreement_score":0.5634042,"about_ca_system_score_codex":0.000065666514,"about_ca_system_score_gemma":0.00056212454,"threshold_uncertainty_score":0.23092374},"labels":[],"label_agreement":null},{"id":"W2991637868","doi":"10.32983/2222-4459-2019-9-51-56","title":"Diversification of the Structure of Export Activities Under Conditions of Economic Crisis and Loss of Foreign Markets","year":2019,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","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":"Diversification (marketing strategy); Ukrainian; Commodity; Business; Economics; International economics; International trade; Market economy","score_opus":0.016516521771733263,"score_gpt":0.21425845648838265,"score_spread":0.1977419347166494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991637868","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":[0.97599685,0.00011174961,0.00005798167,0.000058778813,0.00021352437,0.00019218893,0.00090637465,0.0000030503882,0.022459486],"genre_scores_gemma":[0.99954045,0.00009808453,0.00012997241,0.000021313906,0.000013595775,0.000001779856,0.000026798149,0.000008968923,0.00015904609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991196,0.0000035613361,0.0006394602,0.00012415445,0.000025293974,0.00008792766],"domain_scores_gemma":[0.99837995,0.00006383446,0.0010950197,0.00038613193,0.00006187943,0.000013194765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001425723,0.00009061109,0.00038628632,0.00016291816,0.000021530805,0.0000054739567,0.00020627744,0.000082415,0.0006152302],"category_scores_gemma":[0.000028013445,0.00008775796,0.00006708832,0.00010622138,0.00021278892,0.00032349466,0.00010374562,0.000044553923,0.0000045744036],"study_design_candidate":"observational","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":[0.000056384222,0.00003546806,0.4263146,0.00054679916,0.00013979423,4.7792668e-8,0.0013977399,0.0012463233,0.00037007945,0.5695515,0.00019449118,0.00014674226],"study_design_scores_gemma":[0.00072636985,0.000028306802,0.93534553,0.000049396785,0.000019270135,0.0000033392498,0.0014471469,0.00039803912,0.012544883,0.048541892,0.0007462596,0.00014956808],"about_ca_topic_score_codex":0.00016894237,"about_ca_topic_score_gemma":0.000014667296,"teacher_disagreement_score":0.5210096,"about_ca_system_score_codex":0.00005169072,"about_ca_system_score_gemma":0.00003846626,"threshold_uncertainty_score":0.67363393},"labels":[],"label_agreement":null},{"id":"W3014114649","doi":"10.32983/2222-4459-2020-1-291-297","title":"The Role of Public-Private Partnership in the Development of Critical Infrastructure to Achieve the Sustainable Development Goals in Ukraine","year":2020,"lang":"en","type":"article","venue":"Business Inform","topic":"Business and Economic Development","field":"Environmental Science","cited_by":7,"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":"Sustainable development; General partnership; Business; Public–private partnership; Development (topology); Process management; Environmental planning; Finance; Political science; Environmental science","score_opus":0.01919449278130606,"score_gpt":0.23335378159235998,"score_spread":0.21415928881105392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014114649","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":[0.9714608,0.00006171912,0.00037817197,0.0142334625,0.000055856883,0.0006532684,0.0000015365614,0.000010874331,0.013144267],"genre_scores_gemma":[0.9965269,0.0000104657565,0.0022476886,0.0009804807,0.000018377012,0.00013397647,0.0000061302144,0.000010736642,0.000065248445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979245,0.000041730076,0.00085199624,0.00021739352,0.00039887545,0.0005654903],"domain_scores_gemma":[0.99922067,0.0001854392,0.00015119696,0.00029337703,0.00006257789,0.00008676646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016021978,0.00019643024,0.00024569937,0.000060440852,0.00023863393,0.00008769208,0.0010341866,0.00006973614,0.00019771101],"category_scores_gemma":[0.00060155307,0.0001041777,0.00002673626,0.0012288936,0.00026144282,0.0003200074,0.0008080761,0.00017443634,0.000045957087],"study_design_candidate":"observational","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":[0.000372023,0.00029691227,0.28107464,0.00035950195,0.000052592335,0.000015413088,0.16755533,0.008287959,0.0004555755,0.035204567,0.0015486621,0.50477684],"study_design_scores_gemma":[0.00023452086,0.0000119167125,0.72064614,0.000020429514,0.0000022068657,0.0000017325299,0.010992336,0.00017165957,0.00074326736,0.00077213475,0.2662497,0.00015395509],"about_ca_topic_score_codex":0.00011229336,"about_ca_topic_score_gemma":0.00063471415,"teacher_disagreement_score":0.5046229,"about_ca_system_score_codex":0.00027667964,"about_ca_system_score_gemma":0.00032438568,"threshold_uncertainty_score":0.42482433},"labels":[],"label_agreement":null},{"id":"W3014192967","doi":"10.32983/2222-4459-2020-1-29-36","title":"Modern Reserve Currencies: Debt Stability of the Reserve Currency Emitting Countries","year":2020,"lang":"en","type":"article","venue":"Business Inform","topic":"Global Financial Crisis and Policies","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":"Reserve currency; Economics; Debt; Monetary economics; Currency; Foreign-exchange reserves; Financial stability; Financial system; International economics; Macroeconomics; Foreign exchange risk","score_opus":0.06953353459076159,"score_gpt":0.24483872582763583,"score_spread":0.17530519123687424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014192967","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":[0.94620866,0.0033613478,0.00045172285,0.0038769494,0.00067086046,0.00031200796,0.00087301055,0.000045726483,0.044199713],"genre_scores_gemma":[0.9988911,0.00022059794,0.00007083256,0.00058333843,0.00014743092,0.000013278701,0.000012152292,0.0000121202465,0.000049137063],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983922,0.000010082468,0.0009085935,0.00024709624,0.0001135594,0.00032846513],"domain_scores_gemma":[0.99851394,0.0000603504,0.000553442,0.0004793751,0.00032321838,0.00006969773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514345,0.00017562031,0.00043917092,0.00005433927,0.00018427598,0.00007700977,0.00065278634,0.00010451299,0.0001629074],"category_scores_gemma":[0.001693073,0.00014734469,0.00015208195,0.0008579936,0.0001796216,0.00047172172,0.00033846838,0.00017781589,0.00008417534],"study_design_candidate":"observational","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":[0.000057472615,0.000056443037,0.6063861,0.0006880157,0.000026785214,5.600674e-7,0.008583716,0.00017112664,0.000014274005,0.3762353,0.0062528504,0.0015273185],"study_design_scores_gemma":[0.00083915563,0.00008136464,0.46459207,0.00017457272,0.000017615575,0.000001884861,0.0009979428,0.0056120767,0.0009951211,0.044799272,0.4812257,0.00066322],"about_ca_topic_score_codex":0.0027383494,"about_ca_topic_score_gemma":0.0003032202,"teacher_disagreement_score":0.47497284,"about_ca_system_score_codex":0.000063989544,"about_ca_system_score_gemma":0.00011141469,"threshold_uncertainty_score":0.6008542},"labels":[],"label_agreement":null},{"id":"W3034986329","doi":"10.32983/2222-4459-2020-3-98-103","title":"Alternative Crediting in the Agrarian Sector of Ukrainian Economy: P2P-Crediting to Farmers","year":2020,"lang":"en","type":"article","venue":"Business Inform","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Ukrainian; Agrarian society; Business; Agriculture; Geography","score_opus":0.029688041506436946,"score_gpt":0.21428017121232804,"score_spread":0.1845921297058911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034986329","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":[0.95413023,0.000015829906,0.000021720212,0.01734943,0.00007872489,0.0002979291,0.000052352225,0.000034124114,0.028019663],"genre_scores_gemma":[0.9954525,0.00000449562,0.00009052279,0.0033283457,0.0009715091,0.000021358726,0.00011125675,8.4708444e-7,0.000019156172],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884194,0.000041424668,0.0004121022,0.00021991154,0.00021512323,0.0002694979],"domain_scores_gemma":[0.99917215,0.00026674627,0.0002344772,0.000055614062,0.00017851652,0.00009247761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037377456,0.00016455467,0.00026454858,0.000025668405,0.00009998281,0.000080173086,0.0005407513,0.00005975474,0.00026735352],"category_scores_gemma":[0.0005100878,0.000053755197,0.000092762915,0.0015086855,0.000046521014,0.0002494383,0.000118371914,0.00013678607,0.000024247021],"study_design_candidate":"observational","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":[0.0004552132,0.00045606348,0.09815126,0.0002861992,0.00039523956,0.00011563947,0.1080873,0.0027141802,0.041566513,0.0035918152,0.014604972,0.7295756],"study_design_scores_gemma":[0.0004664764,0.0002240844,0.68436867,0.00008970281,0.000043995726,0.000009319754,0.0157023,0.0010749046,0.000941879,0.00013998752,0.29637033,0.0005683579],"about_ca_topic_score_codex":0.00073110044,"about_ca_topic_score_gemma":0.0007893172,"teacher_disagreement_score":0.72900724,"about_ca_system_score_codex":0.00002967362,"about_ca_system_score_gemma":0.000015339441,"threshold_uncertainty_score":0.29273334},"labels":[],"label_agreement":null},{"id":"W3048618338","doi":"10.32983/2222-4459-2020-6-235-244","title":"The Traffic Safety Audit as an Imperative of Globalization Processes and Efficient Public Management","year":2020,"lang":"en","type":"article","venue":"Business Inform","topic":"Transport and Logistics Innovations","field":"Engineering","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":"Globalization; Audit; Business; Process management; Risk analysis (engineering); Accounting; Economics; Market economy","score_opus":0.015808137253026912,"score_gpt":0.2205062710624961,"score_spread":0.2046981338094692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048618338","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":[0.645009,0.0006896973,0.26846302,0.00367528,0.0006999317,0.0012709013,0.0001377322,0.00084848003,0.07920597],"genre_scores_gemma":[0.9993778,0.0001977583,0.00023813422,0.0000553267,0.000027959275,0.000011395519,0.00007075759,0.000007251095,0.000013650738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952626,0.0000015259842,0.00019676726,0.00006415355,0.000114295115,0.00009697941],"domain_scores_gemma":[0.99962,0.000011444826,0.000031232787,0.00007908116,0.00022757833,0.000030623065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005347709,0.000074846954,0.00007092142,0.000029657895,0.00010561135,0.00005053467,0.00009238885,0.000026051563,0.000010690183],"category_scores_gemma":[0.000039648978,0.000055665707,0.0000071468085,0.0007458365,0.000054890068,0.00012553672,0.000012915112,0.00003555724,0.000002651821],"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":[0.00004836561,0.000048819784,0.00032905355,0.0012779135,0.00009794081,0.0000031700858,0.0028964807,0.4566657,0.00003626232,0.46059084,0.00046720696,0.07753825],"study_design_scores_gemma":[0.0025283776,0.00020449476,0.19658332,0.00018883258,0.00016060803,0.000013290268,0.00575586,0.4401709,0.00082804484,0.0010742052,0.3514335,0.0010585659],"about_ca_topic_score_codex":0.0000024293254,"about_ca_topic_score_gemma":0.000030107105,"teacher_disagreement_score":0.4595166,"about_ca_system_score_codex":0.000016507709,"about_ca_system_score_gemma":0.000034610606,"threshold_uncertainty_score":0.22699817},"labels":[],"label_agreement":null},{"id":"W3163916401","doi":"10.32983/2222-4459-2021-3-38-43","title":"Specific Features of Development of the Rural Tourism Abroad","year":2021,"lang":"en","type":"article","venue":"Business Inform","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; Rural tourism; Tourism geography; Diversification (marketing strategy); Ukrainian; Ecotourism; Economic growth; Business; Destinations; Marketing; Geography; Economics","score_opus":0.015802554513982294,"score_gpt":0.25247841522186093,"score_spread":0.23667586070787863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163916401","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":[0.7232021,0.000058104186,0.00006865851,0.00033093352,0.0005864081,0.00015219866,0.000010912965,0.000009989005,0.27558064],"genre_scores_gemma":[0.9736836,0.000026871334,0.0044374927,0.000054001284,0.000026893858,0.0000057679613,0.000011659838,0.0000066538055,0.02174706],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99863994,0.000011546272,0.00024751635,0.000115131166,0.000790628,0.00019522848],"domain_scores_gemma":[0.99935025,0.000021045362,0.00010609688,0.00039423973,0.0000850669,0.00004327382],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002874861,0.00007699559,0.00010987324,0.000028481523,0.00009644773,0.000026317759,0.00046633728,0.000034558725,0.0043406663],"category_scores_gemma":[0.00011194371,0.000050511273,0.000046076864,0.0008351292,0.00036918212,0.00018559406,0.0007363906,0.000074086965,0.00014382211],"study_design_candidate":"observational","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":[0.000072804345,0.00038303825,0.026538912,0.00019590258,0.0000613458,0.000031471696,0.007939058,0.001306794,0.1922492,0.001598334,0.21446526,0.5551579],"study_design_scores_gemma":[0.00019198481,0.0000032742496,0.6299202,0.00003681224,0.0000020229427,0.0000061445476,0.00033426692,0.000008381728,0.1396149,0.00009480491,0.22971292,0.00007428696],"about_ca_topic_score_codex":0.000061355386,"about_ca_topic_score_gemma":0.000039154056,"teacher_disagreement_score":0.6033813,"about_ca_system_score_codex":0.00007929131,"about_ca_system_score_gemma":0.00011287006,"threshold_uncertainty_score":0.9965695},"labels":[],"label_agreement":null},{"id":"W3210187087","doi":"10.32983/2222-4459-2021-9-96-107","title":"Analyzing the Centralized Heat Provision of Large Localities in Ukraine and Countries of the World","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":10,"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":"Ukrainian; China; Business; Economy; Environmental science; Geography; Economics","score_opus":0.005693917845015821,"score_gpt":0.21639078841740586,"score_spread":0.21069687057239003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210187087","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":[0.9934277,0.0025401583,0.00041606114,0.0006417753,0.00018037247,0.00021147505,0.000031156014,0.000032916683,0.0025183903],"genre_scores_gemma":[0.9993216,0.0003760104,0.0000558099,0.000064842825,0.000019704084,0.0000059952076,0.0000069304306,0.000011104065,0.0001380382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992731,0.000012252269,0.00032012493,0.000063335385,0.00015533538,0.00017582689],"domain_scores_gemma":[0.9994835,0.000081214486,0.000037731654,0.00025016046,0.00013423784,0.000013111723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019050931,0.0000995594,0.00020562345,0.000071403425,0.00003825018,0.000025267253,0.00012131451,0.00003532796,0.000046630026],"category_scores_gemma":[0.00008842537,0.000060443235,0.000032716238,0.00071349903,0.00009895056,0.00018271974,0.0000780987,0.00009149185,6.349091e-7],"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":[0.00042566264,0.00030554098,0.66954833,0.01375815,0.0006420695,0.000046405556,0.02981975,0.13975239,0.014485259,0.0980572,0.0076824105,0.02547685],"study_design_scores_gemma":[0.0031520035,0.000013361948,0.76500505,0.0014881316,0.00008038729,0.00002097008,0.0021234874,0.037358776,0.06951347,0.0003905742,0.12039797,0.0004558329],"about_ca_topic_score_codex":0.00015058095,"about_ca_topic_score_gemma":0.0015192488,"teacher_disagreement_score":0.11271556,"about_ca_system_score_codex":0.000030966716,"about_ca_system_score_gemma":0.000056452456,"threshold_uncertainty_score":0.24648036},"labels":[],"label_agreement":null},{"id":"W4205288070","doi":"10.32983/2222-4459-2021-11-248-254","title":"Experience of Developed Countries on Labor Market Development: Analysis of the Current State and Prospects of Development in Ukraine","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Labor Market and Education","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":"Unemployment; Secondary labor market; Economics; Salary; Productivity; Labour economics; Factor market; Order (exchange); Recession; Labor relations; Market economy; Economic growth; Macroeconomics","score_opus":0.021111678326860298,"score_gpt":0.2371079219128352,"score_spread":0.2159962435859749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205288070","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":[0.9961117,0.0007496896,0.000056964825,0.00008513392,0.00017904956,0.0001176558,0.000040619503,0.000002182674,0.002657042],"genre_scores_gemma":[0.9981775,0.00050450803,0.00080975145,0.000032816977,0.0000041058647,0.000023892639,0.000018289256,0.0000046975,0.0004243845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998867,0.000005349333,0.000781007,0.00014620983,0.00007526553,0.00012516374],"domain_scores_gemma":[0.998988,0.000037014845,0.0004709767,0.00018077352,0.0003038457,0.000019425428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534355,0.000093647875,0.00034481887,0.00030622547,0.000035187466,0.000014804788,0.00012264514,0.000023797269,0.00015394848],"category_scores_gemma":[0.0002532623,0.00008017494,0.000023222277,0.0020145494,0.00006831049,0.00013677495,0.000081836006,0.000043983928,0.0000017557015],"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":[0.000049914222,0.00010671717,0.95800644,0.00028636178,0.00010326026,2.71915e-7,0.014440739,0.00005170707,0.0000068088134,0.0037452963,0.00003795855,0.023164548],"study_design_scores_gemma":[0.00022882197,0.0000029506025,0.9679276,0.00008660259,0.0000078865705,1.4737358e-7,0.00012193339,0.00006677308,0.0040285266,0.000115839415,0.027316043,0.000096892734],"about_ca_topic_score_codex":0.000036909183,"about_ca_topic_score_gemma":0.00037558685,"teacher_disagreement_score":0.027278084,"about_ca_system_score_codex":0.00008191287,"about_ca_system_score_gemma":0.0004910993,"threshold_uncertainty_score":0.3269439},"labels":[],"label_agreement":null},{"id":"W4205335662","doi":"10.32983/2222-4459-2021-11-49-58","title":"Formation of the State Regional Policy: The Experience of the G7 Countries","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","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":"Legislation; Ukrainian; Regional policy; Transparency (behavior); Strengths and weaknesses; Documentation; State (computer science); Business; Adaptation (eye); Political science; Economic policy; Public administration; Regional science; Geography","score_opus":0.031439183825815974,"score_gpt":0.23268075453178827,"score_spread":0.2012415707059723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205335662","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":[0.93161124,0.00090502424,0.0004379091,0.010520592,0.00082654296,0.0002611057,0.00017196035,0.000010769835,0.055254884],"genre_scores_gemma":[0.9966046,0.0003052229,0.000058774625,0.0010562976,0.00006763243,0.000015561944,0.000004914395,0.000007426216,0.0018795258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991101,0.000006991165,0.00059332885,0.00009387172,0.0000562731,0.00013943865],"domain_scores_gemma":[0.9985083,0.00006452973,0.00065168896,0.0005948642,0.00016952876,0.000011102437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651543,0.00008338625,0.00018536224,0.000048420952,0.00012736407,0.00003427032,0.00050852366,0.00004038313,0.00010023076],"category_scores_gemma":[0.0003390031,0.000050945655,0.000080165075,0.0004861345,0.000334716,0.00036060862,0.00023244135,0.0000727127,0.00002417075],"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":[0.00002421653,0.000036754343,0.015430207,0.0001631822,0.00003596233,3.0595456e-7,0.04205269,0.0021958959,0.00003490376,0.9369707,0.0015988222,0.0014563567],"study_design_scores_gemma":[0.0005601579,0.000009579369,0.17905186,0.00009410871,0.0000061667306,0.000027560252,0.001417566,0.0021549496,0.008875317,0.050684888,0.7569045,0.00021334706],"about_ca_topic_score_codex":0.0004927562,"about_ca_topic_score_gemma":0.00012598815,"teacher_disagreement_score":0.88628584,"about_ca_system_score_codex":0.00008451236,"about_ca_system_score_gemma":0.00013216262,"threshold_uncertainty_score":0.20775035},"labels":[],"label_agreement":null},{"id":"W4205390293","doi":"10.32983/2222-4459-2021-10-318-325","title":"Tax Mediation as a Tools for Resolving Tax Disputes","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Legal and Policy Issues","field":"Social Sciences","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":"Mediation; Tax avoidance; Law and economics; Neutrality; Public economics; Tax reform; Business; Accounting; Political science; Economics; Law","score_opus":0.04968553318177311,"score_gpt":0.35636981527309797,"score_spread":0.30668428209132487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205390293","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":[0.32674727,0.0009105291,0.0017764957,0.07005071,0.0030059305,0.0009971218,0.00018572729,0.00034464383,0.5959816],"genre_scores_gemma":[0.954981,0.00036262753,0.0017642487,0.0022993034,0.002920201,0.00011399018,0.00014559354,0.000015705591,0.03739731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920106,0.0000151789,0.00016343819,0.000102453756,0.00026454614,0.00025334867],"domain_scores_gemma":[0.9990205,0.00030268147,0.00007670676,0.0001126189,0.00042056886,0.00006689297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026201888,0.00007248251,0.000112399655,0.00003777457,0.000590252,0.0002782975,0.00014237274,0.00008594805,0.00022861504],"category_scores_gemma":[0.0043586832,0.000064779146,0.0000450906,0.0004362644,0.00007448585,0.0010498452,0.00006253545,0.000045903136,0.00007594164],"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":[0.000050910563,0.000067558976,0.0024413706,0.00019284127,0.000041594823,0.000014947114,0.10305642,0.000027552032,0.00038885453,0.5874035,0.042580817,0.26373366],"study_design_scores_gemma":[0.00017802273,0.0000072165517,0.0041850484,0.000027384998,0.000007258025,9.60314e-7,0.0020827306,0.000026340127,0.00071275095,0.003846403,0.98881644,0.00010945587],"about_ca_topic_score_codex":0.0050288397,"about_ca_topic_score_gemma":0.0059937635,"teacher_disagreement_score":0.9462356,"about_ca_system_score_codex":0.000055599456,"about_ca_system_score_gemma":0.0004763085,"threshold_uncertainty_score":0.7602135},"labels":[],"label_agreement":null},{"id":"W4230613192","doi":"10.32983/2222-4459-2021-12-41-47","title":"The Factors of Canada’s Immigration Attractiveness","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Regional Socio-Economic Development Trends","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":"Immigration; Residence; Index (typography); Attractiveness; Prosperity; Human Development Index; Human capital; Population; Position (finance); Demographic economics; Immigration policy; Economic growth; Geography; Political science; Economics; Human development (humanity); Demography; Sociology","score_opus":0.02283705170308866,"score_gpt":0.2634400132812491,"score_spread":0.24060296157816044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230613192","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":[0.85693216,0.00008638392,0.000069896596,0.009013215,0.0010603751,0.00007710413,0.000007713996,0.00001699638,0.13273615],"genre_scores_gemma":[0.9910164,0.00011782726,0.00002840387,0.000055265675,0.00004785302,0.000005039532,0.00001851955,0.0000036391589,0.008707057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928033,0.000020598589,0.0001791262,0.00006970156,0.00028322637,0.00016703701],"domain_scores_gemma":[0.99916977,0.00021305878,0.00012190319,0.000097033786,0.000359598,0.000038625694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022770904,0.00005711863,0.00008803625,0.00001521049,0.00056059455,0.000045871126,0.00015485812,0.000042646792,0.00008384442],"category_scores_gemma":[0.0002661034,0.000043389937,0.000025938762,0.00025429187,0.00013020737,0.00024495347,0.000026711412,0.000041796917,0.0000023211585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005232514,0.00009200028,0.46697137,0.00006319361,0.00024415564,0.000015981323,0.032752857,0.00025538317,0.00013670165,0.3322257,0.02980579,0.13738453],"study_design_scores_gemma":[0.000045590692,5.916888e-7,0.56733567,0.000005568385,0.0000021841545,2.6917579e-7,0.0092013255,0.0000021337526,0.0002963874,0.00020803686,0.4228507,0.000051521325],"about_ca_topic_score_codex":0.45718476,"about_ca_topic_score_gemma":0.9135864,"teacher_disagreement_score":0.45640162,"about_ca_system_score_codex":0.00033789786,"about_ca_system_score_gemma":0.005556393,"threshold_uncertainty_score":0.9856803},"labels":[],"label_agreement":null},{"id":"W4234325621","doi":"10.32983/2222-4459-2021-12-61-65","title":"Sectoral Orientedness of Public-Private Partnership in Ukraine: The Problems and Prospects","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"General partnership; Public–private partnership; Government (linguistics); Legislation; Business; Distribution (mathematics); Private sector; Investment (military); State (computer science); Economic growth; Public administration; Economics; Finance; Political science","score_opus":0.07042731231572381,"score_gpt":0.23849593117788673,"score_spread":0.1680686188621629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234325621","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":[0.92161715,0.002510555,0.00014888201,0.0017655136,0.00041280338,0.0003150528,0.000032433,0.00002773624,0.07316988],"genre_scores_gemma":[0.99824935,0.00028304578,0.0002301227,0.00020204468,0.00008543833,0.000047746686,0.000030568353,0.000020241901,0.00085145177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986098,0.00001002828,0.0007367201,0.0002790404,0.000040096344,0.00032434703],"domain_scores_gemma":[0.9989586,0.00006317831,0.0003506975,0.00045304684,0.00012570362,0.000048810965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008128688,0.00015240953,0.00039170246,0.00017448481,0.000058454654,0.00010691889,0.00025624063,0.00009523079,0.00020916358],"category_scores_gemma":[0.00062375405,0.00014033793,0.000041373834,0.0008361996,0.00017592874,0.00045493426,0.00022138635,0.00014729922,0.000040762086],"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":[0.000010235642,0.0000783725,0.26493838,0.00024830014,0.00003166803,0.000007660472,0.0035617843,0.00017555975,0.000011974218,0.72946364,0.000091082715,0.001381329],"study_design_scores_gemma":[0.0024859589,0.000046734367,0.441253,0.00013761577,0.0000072303365,0.000048919508,0.0004257192,0.0032993467,0.000495249,0.048579555,0.50260055,0.00062013586],"about_ca_topic_score_codex":0.00014726381,"about_ca_topic_score_gemma":0.00037113143,"teacher_disagreement_score":0.68088406,"about_ca_system_score_codex":0.000089187226,"about_ca_system_score_gemma":0.00006009651,"threshold_uncertainty_score":0.5722815},"labels":[],"label_agreement":null},{"id":"W4249908350","doi":"10.32983/2222-4459-2021-12-154-161","title":"Analyzing the State of the Agricultural Land Market in the World and in Ukraine","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological 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":"Arable land; Agricultural land; Hectare; Agriculture; Agricultural economics; Index (typography); Geography; Economics","score_opus":0.008103485619209535,"score_gpt":0.19680653874719986,"score_spread":0.18870305312799032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249908350","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":[0.97916514,0.0004320692,2.8356115e-7,0.011225391,0.000037938684,0.00016758086,0.000010468577,0.0000061644955,0.00895498],"genre_scores_gemma":[0.99775684,0.0001641357,0.000008846241,0.00033117377,0.000073361414,0.00001277251,0.000024471092,4.772026e-7,0.0016279016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989815,0.0001261507,0.0003153182,0.00014565687,0.00022547497,0.00020592431],"domain_scores_gemma":[0.99918896,0.00041509964,0.00013720412,0.00009893598,0.0001411425,0.000018671133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065587397,0.00013030312,0.00019390321,0.000018385292,0.000121846126,0.00008967441,0.00038115625,0.000032966094,0.00012020165],"category_scores_gemma":[0.0002035733,0.000024645873,0.00007107757,0.0034059605,0.000096961245,0.00013794808,0.00018820459,0.00017471229,0.0000010031499],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013057551,0.00021344611,0.8304091,0.00006875421,0.00008778884,0.0000313488,0.0026321395,0.00037101225,0.011814985,0.00026342864,0.0068288874,0.14714849],"study_design_scores_gemma":[0.00012659431,0.0000044703606,0.98636115,0.000041108196,0.000014249443,0.000013145613,0.00074511656,0.00006495088,0.00013035332,0.00007764152,0.012336412,0.00008480623],"about_ca_topic_score_codex":0.00051140564,"about_ca_topic_score_gemma":0.09021279,"teacher_disagreement_score":0.15595202,"about_ca_system_score_codex":0.00001879,"about_ca_system_score_gemma":0.00001091426,"threshold_uncertainty_score":0.92638844},"labels":[],"label_agreement":null},{"id":"W4313162956","doi":"10.32983/2222-4459-2022-10-14-20","title":"The Impact of the COVID-19 Pandemic on the Components of Germany’s Foreign Economic Activity","year":2022,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","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":"Recession; Coronavirus disease 2019 (COVID-19); German; Economics; Quarter (Canadian coin); European union; Pandemic; Economic impact analysis; Gross domestic product; International trade; Economic indicator; International economics; Business; Geography; Economic growth; Macroeconomics","score_opus":0.08972611038727633,"score_gpt":0.28604439057513215,"score_spread":0.1963182801878558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313162956","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":[0.9351576,0.00012993744,0.000035697103,0.0010685493,0.00052444043,0.0004554923,0.00055079424,0.000016403736,0.062061075],"genre_scores_gemma":[0.998771,0.00009284177,0.000005178932,0.00039943197,0.000060965645,0.00007387123,0.000011208455,0.000021456204,0.0005640308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998709,0.000035353518,0.00071755034,0.00020332904,0.000059398702,0.00027533842],"domain_scores_gemma":[0.9971843,0.00056663534,0.001211383,0.00096484297,0.000027502696,0.000045362853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015374044,0.00017680648,0.00038727414,0.00014107369,0.00054947275,0.000036367004,0.0011770944,0.0000546592,0.00080036034],"category_scores_gemma":[0.00030233344,0.00010852512,0.00026930965,0.00028970052,0.00030700504,0.00016159136,0.00054106937,0.00027360534,0.00006998439],"study_design_candidate":"observational","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":[0.00041892382,0.00017239289,0.24703121,0.00006748493,0.00035450546,8.099395e-7,0.0020971517,0.07762326,0.00007714632,0.6648028,0.005582835,0.0017714573],"study_design_scores_gemma":[0.0015409904,0.0001492719,0.73080456,0.00001261091,0.0000142725185,0.0000369722,0.00024382338,0.015724368,0.00008705553,0.055467635,0.19550985,0.00040860742],"about_ca_topic_score_codex":0.0021766124,"about_ca_topic_score_gemma":0.000054292417,"teacher_disagreement_score":0.6093352,"about_ca_system_score_codex":0.0010214365,"about_ca_system_score_gemma":0.00017048766,"threshold_uncertainty_score":0.8763385},"labels":[],"label_agreement":null},{"id":"W4320305988","doi":"10.32983/2222-4459-2022-12-154-163","title":"The Conceptualization of Ensuring Local Economic Development: Foreign Experience and Possibilities of Its Adaptation for Ukraine","year":2022,"lang":"en","type":"article","venue":"Business Inform","topic":"Regional Development and Policy","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":"Conceptualization; Context (archaeology); Economic system; Local economic development; Subsidy; Local government; State (computer science); Adaptation (eye); Economics; Economic growth; Political science; Business; Public administration; Market economy","score_opus":0.05550399874106266,"score_gpt":0.30518459394059533,"score_spread":0.24968059519953267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320305988","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":[0.98788774,0.0002445641,0.0024758049,0.00018091631,0.00016821806,0.0003903639,0.000012011969,0.000012272263,0.008628081],"genre_scores_gemma":[0.9986888,0.00013701951,0.00028462717,0.000024416124,0.000027426337,0.00006773396,0.000015851947,0.0000031080667,0.00075100764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994322,0.000013989341,0.00023827536,0.000058201396,0.0001519944,0.00010534476],"domain_scores_gemma":[0.9994944,0.00015087235,0.00015567717,0.000040443563,0.00014197033,0.000016664902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034997976,0.000044397035,0.00007551504,0.00004181397,0.0005510139,0.0000166588,0.0001107251,0.000017498134,0.000026849024],"category_scores_gemma":[0.000111069814,0.000037621452,0.000013405983,0.00011997956,0.00026449066,0.00020809787,0.00004723734,0.000015861131,3.428412e-7],"study_design_candidate":"qualitative","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":[0.0000910483,0.000008831319,0.0019125658,0.00007491951,0.000014050768,6.420306e-8,0.3095472,0.0017105901,0.000019120282,0.620282,0.00012631436,0.066213295],"study_design_scores_gemma":[0.001140672,0.00006607224,0.06257222,0.00006404303,0.000010109415,0.0000023092289,0.3785014,0.0047266916,0.0031170794,0.0071107955,0.54233825,0.0003503525],"about_ca_topic_score_codex":0.00032056982,"about_ca_topic_score_gemma":0.00022873108,"teacher_disagreement_score":0.6131712,"about_ca_system_score_codex":0.00008032306,"about_ca_system_score_gemma":0.0004625708,"threshold_uncertainty_score":0.42380095},"labels":[],"label_agreement":null},{"id":"W4324116591","doi":"10.32983/2222-4459-2023-1-130-136","title":"The Current State of the World Stock Market and the Challenges of Its Development","year":2023,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","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":"Stock market; Primary market; Market capitalization; Stock exchange; Market depth; Capital market; Recession; Restricted stock; Financial market; Factor market; Economics; Openness to experience; Business; Stock market bubble; Financial system; Market economy; International economics; Finance; Macroeconomics","score_opus":0.0498913213941301,"score_gpt":0.24454008713643716,"score_spread":0.19464876574230705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324116591","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":[0.5215015,0.06229337,0.000049923285,0.015264859,0.0037937288,0.0017894005,0.0001783914,0.0000695495,0.3950593],"genre_scores_gemma":[0.982845,0.011836332,0.000037624064,0.00004593737,0.00004350656,0.00006167454,0.0000020852724,0.000014583559,0.0051132287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893576,0.000009768802,0.0006879833,0.00012910536,0.00004537058,0.00019202278],"domain_scores_gemma":[0.99871516,0.00028204088,0.0005305823,0.00038197788,0.00007279224,0.000017425567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014185274,0.00010918949,0.00026808705,0.00011304497,0.00014350694,0.00002835733,0.0004364762,0.000017400314,0.000030196205],"category_scores_gemma":[0.0002651206,0.00006226833,0.00004746539,0.00039442195,0.00024103375,0.00010554178,0.0003620997,0.000103007056,0.000047536345],"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":[0.00010915933,0.00002755658,0.0030991056,0.00046588905,0.0001264628,2.2938133e-7,0.006546357,0.00024098404,4.0539524e-7,0.41285294,0.0024535279,0.57407737],"study_design_scores_gemma":[0.0006577206,0.0000045470133,0.35820952,0.00006998055,0.0000037681766,6.9547747e-7,0.00005700001,0.0016627124,0.00006138574,0.013552178,0.6256028,0.00011773758],"about_ca_topic_score_codex":0.000009680265,"about_ca_topic_score_gemma":0.00021996308,"teacher_disagreement_score":0.6231492,"about_ca_system_score_codex":0.000038272174,"about_ca_system_score_gemma":0.00004476943,"threshold_uncertainty_score":0.25392288},"labels":[],"label_agreement":null},{"id":"W4387259703","doi":"10.32983/2222-4459-2023-8-23-29","title":"The USA in the Global Pharmaceutical Market: The Current State and Development Prospects","year":2023,"lang":"en","type":"article","venue":"Business Inform","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","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":"Kementerian Pendidikan Nasional","keywords":"Pharmaceutical industry; Business; Pharmaceutical manufacturing; China; Capitalization; International trade; Political science; Biotechnology; Medicine; Law","score_opus":0.0943428840544055,"score_gpt":0.33530939012227207,"score_spread":0.24096650606786657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387259703","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":[0.81241316,0.0049178433,0.00012882047,0.037254877,0.0018912392,0.0014605639,0.00021698185,0.000056656132,0.14165986],"genre_scores_gemma":[0.9913502,0.005330389,0.000018475499,0.0025927462,0.00013192593,0.00014656388,0.000007512329,0.000011242501,0.00041096704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882,0.000011472222,0.000499876,0.00018003598,0.000052149084,0.00043643778],"domain_scores_gemma":[0.99939793,0.00016788456,0.000122711,0.00022533677,0.00002381603,0.000062343235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013723996,0.00013914848,0.00015899734,0.000055970657,0.00032601165,0.00028848066,0.0004371031,0.000026042195,0.00006914399],"category_scores_gemma":[0.00011821147,0.00007949464,0.000030369369,0.00060003536,0.00015961214,0.00015197993,0.0002073744,0.00021436754,0.0009090218],"study_design_candidate":"design_other","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":[0.00007030827,0.000057852754,0.1499968,0.000079143676,0.000044849716,0.0000055617734,0.0012092144,0.00010516006,1.5973735e-7,0.24898662,0.009661929,0.5897824],"study_design_scores_gemma":[0.00022760904,0.0000023137086,0.425962,0.0000043214227,0.0000010631832,0.0000029185771,0.000014523149,0.002648746,0.0000016295008,0.011004586,0.5600503,0.00007996017],"about_ca_topic_score_codex":0.00004844178,"about_ca_topic_score_gemma":0.0003297438,"teacher_disagreement_score":0.5897024,"about_ca_system_score_codex":0.00011871498,"about_ca_system_score_gemma":0.000086121414,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W4387271851","doi":"10.32983/2222-4459-2023-8-211-216","title":"Fiscal Patriotism of Billionaires as Social Solidarity","year":2023,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"Property tax; Economics; Solidarity; Indirect tax; Public economics; Tax reform; Direct tax; Harm; Revenue; Double taxation; Capital (architecture); Ad valorem tax; Economic policy; Political science; Finance; Law","score_opus":0.044359397284902374,"score_gpt":0.2550778429190759,"score_spread":0.21071844563417355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387271851","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":[0.72457194,0.0002709577,0.00014691449,0.0020727976,0.0011820559,0.0001835851,0.00023295927,0.0001580703,0.27118072],"genre_scores_gemma":[0.9966784,0.00020541153,0.00014349728,0.00018809187,0.00029815096,0.00001576981,0.00007503272,0.000024018475,0.0023716034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987084,0.0000031451978,0.0007249812,0.0002194415,0.0000447596,0.0002992193],"domain_scores_gemma":[0.9992277,0.000053656684,0.0003595596,0.0002570422,0.000061822924,0.000040216473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004410571,0.00013883701,0.00041505456,0.00037756807,0.00011486655,0.000040679148,0.00029536156,0.00015764737,0.00065581274],"category_scores_gemma":[0.00029295718,0.00016171108,0.00010979679,0.0007391889,0.0001392471,0.00031105953,0.00019293535,0.00010708274,0.0030930606],"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":[0.00004716608,0.00009275395,0.03887964,0.0002669259,0.00010169996,0.000014566234,0.004767413,0.00029837558,0.000015494063,0.92080736,0.018595897,0.016112726],"study_design_scores_gemma":[0.0009144131,0.000035475136,0.48060012,0.000023087063,0.000006048986,0.000007839479,0.00012578361,0.0015315422,0.00015501185,0.10669716,0.409484,0.00041953512],"about_ca_topic_score_codex":0.0004432595,"about_ca_topic_score_gemma":0.00002663205,"teacher_disagreement_score":0.81411016,"about_ca_system_score_codex":0.00007630025,"about_ca_system_score_gemma":0.000039800816,"threshold_uncertainty_score":0.99768317},"labels":[],"label_agreement":null},{"id":"W4388493696","doi":"10.32983/2222-4459-2023-9-41-49","title":"The Features of the Development of the Green Economy of the People’s Republic of China","year":2023,"lang":"en","type":"article","venue":"Business Inform","topic":"Energy, Environment, Economic Growth","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":"Green economy; China; Green development; Green growth; Investment (military); Business; Economy; Economic system; Economics; Sustainable development; Political science; Politics","score_opus":0.01637459652904772,"score_gpt":0.1877415119431304,"score_spread":0.1713669154140827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388493696","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":[0.9413045,0.00020452363,0.000020557774,0.003011179,0.0005541567,0.00034944576,0.00007528066,0.00000928586,0.054471042],"genre_scores_gemma":[0.9970055,0.00008943427,0.00006138926,0.00008519305,0.000029535748,0.00003155858,0.0000049070145,0.000019053572,0.0026734225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998346,0.000013427645,0.0011570785,0.00018323274,0.00007425083,0.00022601397],"domain_scores_gemma":[0.99695116,0.00009715906,0.0017674869,0.0011149487,0.000048407997,0.000020830914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081471493,0.000155349,0.0003867,0.00010884746,0.00019188973,0.00001944012,0.001340892,0.00008889859,0.000051913823],"category_scores_gemma":[0.00022421114,0.000085718806,0.00020338813,0.000749807,0.00030696983,0.0001762328,0.00072906236,0.0001269593,0.000012044934],"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":[0.000031659096,0.00009929573,0.56869704,0.00040131988,0.0003065223,6.107825e-8,0.0055861254,0.0022938359,0.000071148796,0.4099192,0.0019627677,0.010631019],"study_design_scores_gemma":[0.0002556813,0.000005377198,0.9611818,0.00003190652,0.000006911955,0.0000010021192,0.00020251359,0.00011966527,0.0023311875,0.007593231,0.028172256,0.0000984475],"about_ca_topic_score_codex":0.00052414776,"about_ca_topic_score_gemma":0.00096580735,"teacher_disagreement_score":0.402326,"about_ca_system_score_codex":0.00009433078,"about_ca_system_score_gemma":0.00014051731,"threshold_uncertainty_score":0.34955114},"labels":[],"label_agreement":null},{"id":"W4400881306","doi":"10.32983/2222-4459-2024-5-60-67","title":"Global Experience in Improving Multi-Level Coordination of the Management of Public Investments to Ensure Their Efficiency","year":2024,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","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":"Ukrainian; Investment (military); Business; Process (computing); Pillar; Industrial organization; Economics; Political science; Computer science; Engineering","score_opus":0.09703445452219792,"score_gpt":0.27813839604377366,"score_spread":0.18110394152157575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400881306","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":[0.9637633,0.0006946217,0.0054970956,0.00035326142,0.000906889,0.00044161515,0.0001506992,0.000020768666,0.028171754],"genre_scores_gemma":[0.9977069,0.000025923682,0.0017500685,0.0000790773,0.000014274091,0.00004361714,0.0000051358015,0.000008866117,0.0003661336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988953,0.0000039153383,0.00064772996,0.00021676738,0.000042036892,0.00019425136],"domain_scores_gemma":[0.9993617,0.000015266623,0.00020804431,0.00033132712,0.000056802197,0.000026861566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045018812,0.00011257516,0.00021349365,0.0002044983,0.000029692641,0.000047184647,0.00042922216,0.00005403366,0.000035679474],"category_scores_gemma":[0.000101854326,0.00009835167,0.000048062033,0.0011611383,0.000072310366,0.00033806186,0.00028873823,0.00004673053,0.000025974887],"study_design_candidate":"observational","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":[0.0000104146175,0.00019663955,0.10001325,0.0009618408,0.00007798765,0.000002967106,0.008978045,0.001972193,0.000044732773,0.78083855,0.000061918035,0.10684147],"study_design_scores_gemma":[0.00057875837,0.000018588178,0.96407336,0.00022902999,0.0000038127023,0.000002421178,0.0006874283,0.021233268,0.0002596601,0.0025793652,0.010113733,0.00022058321],"about_ca_topic_score_codex":0.0002360177,"about_ca_topic_score_gemma":0.000058968028,"teacher_disagreement_score":0.8640601,"about_ca_system_score_codex":0.0002645323,"about_ca_system_score_gemma":0.00003187555,"threshold_uncertainty_score":0.40106648},"labels":[],"label_agreement":null},{"id":"W4400883092","doi":"10.32983/2222-4459-2024-5-43-49","title":"International Experience in Regulating Regional Development Convergence","year":2024,"lang":"en","type":"article","venue":"Business Inform","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"Convergence (economics); Tourism; Regional development; Business; Population; Regional policy; Socioeconomic development; Regional science; Economic system; Economic growth; Economics; Political science; Geography","score_opus":0.0785483780310261,"score_gpt":0.2768821404998459,"score_spread":0.19833376246881979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400883092","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":[0.60215265,0.0016557369,0.0037341306,0.0016884651,0.0046645636,0.00019846542,0.000018045084,0.00014616578,0.38574177],"genre_scores_gemma":[0.9928523,0.000120831246,0.003976107,0.00021975793,0.00017308736,0.00004920279,0.000030183714,0.000015212001,0.0025633522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988075,0.000001350223,0.0006692692,0.0002804127,0.00004106472,0.00020041206],"domain_scores_gemma":[0.99962443,0.00003375276,0.000108400614,0.00016790935,0.000035293007,0.000030232266],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031175243,0.00011330568,0.00016795899,0.00031555461,0.000039744085,0.000109990186,0.00029556596,0.000062878615,0.0013294936],"category_scores_gemma":[0.00010891184,0.00013585946,0.000028985763,0.0003466739,0.000057964637,0.0006589994,0.00011594654,0.000096282696,0.00092426414],"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":[0.000024513647,0.00004900786,0.063032895,0.0001639206,0.000054399497,0.000034627054,0.02739279,0.0012858217,0.0000222886,0.86285245,0.0015177377,0.043569524],"study_design_scores_gemma":[0.0001787197,0.000002595417,0.048240982,0.00010129099,3.5599652e-7,0.000014881128,0.00013046856,0.014419653,0.00007431404,0.0037093405,0.9329101,0.00021728703],"about_ca_topic_score_codex":0.00008509548,"about_ca_topic_score_gemma":0.000021631788,"teacher_disagreement_score":0.9313924,"about_ca_system_score_codex":0.00029909992,"about_ca_system_score_gemma":0.000053900356,"threshold_uncertainty_score":0.9998536},"labels":[],"label_agreement":null},{"id":"W4406360282","doi":"10.32983/2222-4459-2024-11-411-416","title":"Ethical Aspects of Conducting Advertising Campaigns in International Markets","year":2024,"lang":"en","type":"article","venue":"Business Inform","topic":"Ethics in Business and Education","field":"Decision 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":"Business; Advertising; Marketing","score_opus":0.23189466754678636,"score_gpt":0.44945503843714435,"score_spread":0.21756037089035798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406360282","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":[0.82382977,0.00027151097,0.0055662026,0.011731111,0.009452007,0.00015820457,0.00001076775,0.000074916934,0.14890549],"genre_scores_gemma":[0.9981596,0.000042336247,0.00076765264,0.0003114392,0.00024583857,0.0000071151376,0.0000094187535,0.000010145958,0.00044648472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974704,0.000044687255,0.0008101126,0.00028153902,0.0012048492,0.0001884355],"domain_scores_gemma":[0.9962056,0.0022707453,0.00015613226,0.00029466342,0.0010317657,0.000041084066],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004375321,0.000112467744,0.00020448785,0.0006807847,0.00006229296,0.00034904465,0.0005209467,0.00024300898,0.00075359095],"category_scores_gemma":[0.014772017,0.000087351546,0.000055548462,0.0020280392,0.00015167211,0.0008461212,0.00015967473,0.0005396645,0.000087653614],"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":[0.00012811064,0.00015462529,0.025682673,0.0004898147,0.000054636876,0.00011174134,0.01804209,0.0016962258,0.002039345,0.51844805,0.0038895425,0.42926317],"study_design_scores_gemma":[0.00076645636,0.000025032285,0.47753313,0.0027502254,0.000023051658,0.00019902288,0.01381512,0.02267444,0.002813162,0.40621895,0.072467655,0.00071377144],"about_ca_topic_score_codex":0.00012164378,"about_ca_topic_score_gemma":0.00015129933,"teacher_disagreement_score":0.45185044,"about_ca_system_score_codex":0.00010371214,"about_ca_system_score_gemma":0.00064292044,"threshold_uncertainty_score":0.993527},"labels":[],"label_agreement":null},{"id":"W4411204599","doi":"10.32983/2222-4459-2025-4-66-73","title":"Economic Integration of North American Countries: Challenges and Development Prospects","year":2025,"lang":"en","type":"article","venue":"Business Inform","topic":"International Relations in Latin America","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":"Economic integration; Economics; Development economics; Economic growth; International trade","score_opus":0.017575486897944526,"score_gpt":0.303267429757073,"score_spread":0.28569194285912847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411204599","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":[0.6019925,0.00038053375,0.0015300156,0.0025011061,0.00044141093,0.00036607342,0.000006139565,0.00006139453,0.39272082],"genre_scores_gemma":[0.9945741,0.0015734944,0.0030186267,0.0000833143,0.00003338771,0.000022578932,0.0000070199294,0.0000027750284,0.00068465195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994854,0.000007966537,0.00019939405,0.00008149919,0.00013644605,0.00008933424],"domain_scores_gemma":[0.9994323,0.00009441313,0.00014700675,0.000066385684,0.00024320725,0.000016641994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014689293,0.00005626288,0.00010209268,0.00012401387,0.00013800734,0.000023733704,0.0001038275,0.000019021449,0.000024880843],"category_scores_gemma":[0.00020925184,0.000053960972,0.000008634277,0.00017454202,0.00037254827,0.00021131932,0.00003400278,0.000036766458,0.000015505831],"study_design_candidate":"observational","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":[0.00001306475,0.000011730743,0.02371627,0.000022896464,0.00002252489,1.2846483e-7,0.009024612,0.00006784727,4.815876e-7,0.46341476,0.000084127605,0.5036216],"study_design_scores_gemma":[0.000085039705,0.000006852153,0.8330313,0.000036926103,0.0000034908696,1.5616428e-7,0.001487651,0.000073274896,0.000042414867,0.00039782608,0.16477016,0.000064929256],"about_ca_topic_score_codex":0.000641041,"about_ca_topic_score_gemma":0.010691223,"teacher_disagreement_score":0.809315,"about_ca_system_score_codex":0.00021769428,"about_ca_system_score_gemma":0.000536529,"threshold_uncertainty_score":0.59659535},"labels":[],"label_agreement":null},{"id":"W4411204800","doi":"10.32983/2222-4459-2025-4-50-57","title":"Ecological Taxation as an Instrument for Implementing ESG Policies in the Context of Sustainable Development","year":2025,"lang":"en","type":"article","venue":"Business Inform","topic":"Climate Change Policy 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":"World Bank Group","keywords":"Context (archaeology); Sustainable development; Environmental resource management; Business; Environmental planning; Ecology; Natural resource economics; Economics; Environmental economics; Environmental science; Geography; Biology","score_opus":0.092728245187857,"score_gpt":0.29723144139204244,"score_spread":0.20450319620418544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411204800","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":[0.97473454,0.00004645572,0.00041425202,0.0013930806,0.000093681934,0.00051448774,0.000029154513,0.0000085657975,0.02276577],"genre_scores_gemma":[0.99769646,0.00004676958,0.00027742036,0.0013006257,0.000029266856,0.00021226086,0.00006821061,0.0000047482995,0.0003642428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988991,0.0000032532985,0.00064092217,0.00012688931,0.000015976902,0.0003138557],"domain_scores_gemma":[0.9992957,0.00006358102,0.0004125817,0.00014745149,0.00006563762,0.000015050217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765375,0.00009033026,0.00022108592,0.0002743631,0.00014511518,0.00007352122,0.00020782485,0.0000620648,0.000050761882],"category_scores_gemma":[0.00025773572,0.00008247632,0.00003384381,0.0002854458,0.00003253246,0.0002918578,0.00009549144,0.00004209017,0.0000106518355],"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":[0.00002650166,0.00008047699,0.05349399,0.0001327555,0.000013212442,4.1110204e-7,0.0060226754,0.000020080754,7.500314e-7,0.93466806,0.0001671556,0.0053739026],"study_design_scores_gemma":[0.0013328106,0.00006366327,0.636837,0.000024119316,0.0000047728327,0.0000018987215,0.03970691,0.0006478881,0.00027896152,0.05495556,0.2659311,0.00021528898],"about_ca_topic_score_codex":0.0018362835,"about_ca_topic_score_gemma":0.001128862,"teacher_disagreement_score":0.8797125,"about_ca_system_score_codex":0.00019610189,"about_ca_system_score_gemma":0.000072928706,"threshold_uncertainty_score":0.3363287},"labels":[],"label_agreement":null},{"id":"W4413024334","doi":"10.32983/2222-4459-2025-5-78-85","title":"The Conceptions of Customs Duty and the Customs System as an Insrument of Protectionism","year":2025,"lang":"en","type":"article","venue":"Business Inform","topic":"European and International Contract Law","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":"Protectionism; Duty; International trade; Economics; Business; International economics; Political science; Law","score_opus":0.008808449116231024,"score_gpt":0.29675745592229935,"score_spread":0.28794900680606833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413024334","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":[0.22789542,0.00016460747,0.00034108988,0.0022505242,0.00059595105,0.0007323264,0.000006796271,0.000039032682,0.76797426],"genre_scores_gemma":[0.9934583,0.000121193676,0.000010578113,0.00011858109,0.000052077583,0.0000269488,0.0000010777507,0.0000022097192,0.0062090554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993486,0.00006721214,0.00022709786,0.000054775093,0.0002213079,0.00008100065],"domain_scores_gemma":[0.99917406,0.00011141145,0.00014767857,0.00012549393,0.00042324615,0.000018138691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007320498,0.000046448153,0.00008862763,0.00003202615,0.00053437595,0.0000733448,0.00021706436,0.000029818548,0.00001317935],"category_scores_gemma":[0.00023848191,0.00002548327,0.000028381412,0.00022967732,0.000837936,0.00021126014,0.000043929052,0.000060349757,0.0000061664373],"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":[0.000048656508,0.000011177062,0.000093453295,0.000020942447,0.000016437403,9.920558e-8,0.0011397167,0.000011097378,0.000019162513,0.9908084,0.00004459724,0.007786222],"study_design_scores_gemma":[0.001272125,0.000038788883,0.023273168,0.00020609,0.000035790104,0.0000018973999,0.012198036,0.00047130685,0.00038431934,0.002796961,0.9592248,0.00009668884],"about_ca_topic_score_codex":0.0024587994,"about_ca_topic_score_gemma":0.000466473,"teacher_disagreement_score":0.9880115,"about_ca_system_score_codex":0.000045341123,"about_ca_system_score_gemma":0.00016669954,"threshold_uncertainty_score":0.4110042},"labels":[],"label_agreement":null},{"id":"W4414853146","doi":"10.32983/2222-4459-2025-7-23-28","title":"Monitoring the Sustainable Development: Which Model is Most Effective for Ukraine?","year":2025,"lang":"en","type":"article","venue":"Business Inform","topic":"Business and Economic Development","field":"Environmental Science","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":"Flexibility (engineering); Transparency (behavior); Sustainable development; Data collection; Automation; Relevance (law); Sustainability","score_opus":0.008263630001953128,"score_gpt":0.22299399797701888,"score_spread":0.21473036797506576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414853146","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":[0.74003005,0.00018859099,0.06118894,0.00481459,0.0012078031,0.0033687109,0.000010441582,0.00016660317,0.18902428],"genre_scores_gemma":[0.9702183,0.00003888855,0.0049522403,0.0009312441,0.00005211857,0.0009968091,0.000010392286,0.000019768719,0.022780208],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99882954,0.0000034181317,0.00028806523,0.00025423605,0.00015346074,0.00047126427],"domain_scores_gemma":[0.9994136,0.00006213484,0.000082294406,0.00025795944,0.00014249244,0.000041497213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042307188,0.00019015747,0.000168434,0.00006957844,0.00061559345,0.00014051991,0.00039183948,0.000079307334,0.000119255965],"category_scores_gemma":[0.000120556826,0.00014025766,0.000028458411,0.00092412124,0.000065829496,0.00051854906,0.00048578103,0.0000794592,0.00010083869],"study_design_candidate":"design_other","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":[0.00020489274,0.00015079277,0.063218415,0.0006053577,0.00017871517,0.0000033777778,0.007974991,0.07858187,0.0001875336,0.0055780904,0.03619097,0.807125],"study_design_scores_gemma":[0.0011129574,0.000007924225,0.49605343,0.00010998322,0.000027317039,0.000002402112,0.0011502926,0.02944144,0.005262642,0.0021024265,0.46422717,0.0005020378],"about_ca_topic_score_codex":0.00024159117,"about_ca_topic_score_gemma":0.0000489627,"teacher_disagreement_score":0.806623,"about_ca_system_score_codex":0.00055035116,"about_ca_system_score_gemma":0.00020237458,"threshold_uncertainty_score":0.57195413},"labels":[],"label_agreement":null},{"id":"W4414874242","doi":"10.32983/2222-4459-2025-7-65-73","title":"The Regulatory and Legal Regulation of Social Protection of Military Personnel in Ukraine and Foreign Countries","year":2025,"lang":"en","type":"article","venue":"Business Inform","topic":"Military, Security, and Education Studies","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":"Ukrainian; Legislation; Normative; Social protection; Legislature; Context (archaeology); Military personnel; National security","score_opus":0.016331424082695792,"score_gpt":0.27577977433447587,"score_spread":0.2594483502517801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414874242","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":[0.9823205,0.0048578787,0.000024338871,0.0030076373,0.00014120655,0.00030269727,0.0000043162718,0.000009331004,0.009332131],"genre_scores_gemma":[0.9983082,0.0009470844,0.000022598344,0.000028762885,0.00006238129,0.000019375751,0.0000022028323,0.0000016237368,0.00060776534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99944913,0.000026159509,0.00020717332,0.0000696251,0.00015266276,0.000095267176],"domain_scores_gemma":[0.9995336,0.000058243204,0.0000641212,0.000052440864,0.00028138756,0.000010228289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061068445,0.000051357845,0.00011479832,0.00008371003,0.00052383315,0.000008309572,0.00004731025,0.00005511319,0.000005494272],"category_scores_gemma":[0.00025170797,0.000041247164,0.000014701064,0.00031317014,0.0007442526,0.0002301609,0.000029002218,0.000037907877,1.0772977e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032695878,0.00006298654,0.02224187,0.0008857557,0.000054781187,1.6988723e-7,0.21125247,0.000012330568,0.000081132304,0.7263022,0.0029552085,0.035824135],"study_design_scores_gemma":[0.0002542731,0.000010376979,0.88713115,0.000042543576,0.000010219831,2.7047403e-7,0.077731095,0.00006320292,0.000039678587,0.005019519,0.029644595,0.000053058342],"about_ca_topic_score_codex":0.009773097,"about_ca_topic_score_gemma":0.0077828025,"teacher_disagreement_score":0.8648893,"about_ca_system_score_codex":0.000039720973,"about_ca_system_score_gemma":0.00016546401,"threshold_uncertainty_score":0.9968209},"labels":[],"label_agreement":null},{"id":"W7116833623","doi":"10.32983/2222-4459-2025-10-94-105","title":"Formation of Competitive Advantages of the Textile Sector in the Context of Ukrainian-Canadian Economic Relations: Features and Challenges","year":2025,"lang":"","type":"article","venue":"Business Inform","topic":"Global Trade and Competitiveness","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":"Competitive advantage; Context (archaeology); Textile industry; Textile; Production (economics); Revealed comparative advantage; Industrial production; Ukrainian; Port (circuit theory); Comparative advantage","score_opus":0.01790525825853511,"score_gpt":0.21963190903678995,"score_spread":0.20172665077825483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116833623","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":[0.64945096,0.017041339,0.000022927392,0.017501002,0.0011387187,0.002067738,0.00030580568,0.00001478573,0.3124567],"genre_scores_gemma":[0.9969028,0.002405539,0.000007664361,0.0004971788,0.000057291836,0.000022218801,0.000022507804,0.000007593545,0.00007717517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987055,0.000031983996,0.0006975857,0.00016037327,0.00017689158,0.00022766335],"domain_scores_gemma":[0.99839205,0.00022503095,0.00064848113,0.00032384606,0.00040002874,0.000010566194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176531,0.0002173163,0.00041264412,0.00046604604,0.00015487475,0.000076157055,0.00048765857,0.00013317076,0.000078884186],"category_scores_gemma":[0.0001536161,0.00015499095,0.00009565778,0.0007165603,0.00036355865,0.0012000088,0.00015775285,0.00015525894,0.000006436832],"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":[0.00015740395,0.00012825125,0.034959756,0.004667665,0.00010605545,0.000001549556,0.0069409637,0.00026486613,0.000038951133,0.91818005,0.00016679132,0.03438772],"study_design_scores_gemma":[0.0010187223,0.000014966005,0.8813388,0.0019375142,0.000098913566,0.0000034436157,0.02907827,0.00041850732,0.00021406422,0.0014141167,0.08429153,0.0001711826],"about_ca_topic_score_codex":0.015892051,"about_ca_topic_score_gemma":0.08306317,"teacher_disagreement_score":0.9167659,"about_ca_system_score_codex":0.00007933564,"about_ca_system_score_gemma":0.0002807828,"threshold_uncertainty_score":0.9906612},"labels":[],"label_agreement":null},{"id":"W7135234490","doi":"10.32983/2222-4459-2025-12-57-66","title":"Evolution of the North American Model of Economic Integration: From NAFTA to USMCA","year":2025,"lang":"","type":"article","venue":"Business Inform","topic":"Canadian Policy and Governance","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":"Intellectual property; Investment (military); Distribution (mathematics); Comparative advantage; Trade agreement; Economic integration; Geopolitics; Value (mathematics); Foreign direct investment","score_opus":0.014374940049811154,"score_gpt":0.2608576450867377,"score_spread":0.24648270503692654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135234490","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":[0.9631436,0.00007946535,0.002447201,0.008976589,0.000748978,0.00036176195,0.0014517365,0.0000065580743,0.022784129],"genre_scores_gemma":[0.9956935,0.000089964225,0.00011606809,0.0010746389,0.00013813924,0.000010462293,0.00000434585,0.000004531128,0.0028683573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988571,0.000019114845,0.0005110163,0.00016480713,0.00021709451,0.00023089084],"domain_scores_gemma":[0.998691,0.00006437456,0.0005244216,0.00039967144,0.0002491755,0.000071347706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012064961,0.00013309169,0.00029199643,0.000109860426,0.00020323363,0.00003498764,0.00061052805,0.00006369026,0.000052803123],"category_scores_gemma":[0.0002642825,0.000116181705,0.00010377058,0.0015628618,0.0006691232,0.00032559803,0.00013032323,0.00009399402,0.00001459846],"study_design_candidate":"observational","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":[0.00040122517,0.000114609466,0.08206425,0.00014537074,0.00015426632,2.5735918e-7,0.030258121,0.11918935,0.00011289924,0.5631637,0.045900106,0.15849583],"study_design_scores_gemma":[0.00027260472,0.000025220985,0.9312813,0.00024905388,0.000059726855,7.570113e-8,0.0015581554,0.02694118,0.00025880645,0.0037999577,0.035319526,0.00023437287],"about_ca_topic_score_codex":0.6440409,"about_ca_topic_score_gemma":0.7595793,"teacher_disagreement_score":0.84921706,"about_ca_system_score_codex":0.00079755817,"about_ca_system_score_gemma":0.0033718187,"threshold_uncertainty_score":0.59814614},"labels":[],"label_agreement":null}]}