{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"50b763cd749c","filters":{"venue":"Academic Review"}},"results":[{"id":"W4321783339","doi":"10.32342/2074-5354-2023-1-58-14","title":"CONFLICT MANAGEMENT IN ENTERPRISE DEVELOPMENT PROJECT TEAMS","year":2023,"lang":"en","type":"article","venue":"Academic Review","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Conflict management; Assertiveness; Psychology; Context (archaeology); Knowledge management; Process (computing); Conflict resolution; Project management; Team effectiveness; Computer science; Social psychology; Engineering; Political science; Geography","authors":[{"name":"Volodymyr Zanora","is_ca":true},{"name":"Serhii V. Momot","is_ca":true},{"name":"Dmytro Bedrii","is_ca":true},{"name":"Liudmyla S. Fonar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08223253775796609,"gpt":0.4106318884632942,"spread":0.3283993507053281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004879088,0.0003491131,0.000260739,0.002944324,0.00127283,0.002327112,0.0005382138,0.0003384928,0.001612103],"category_scores_gemma":[0.01894939,0.0002252937,0.0003458922,0.002169776,0.0008214137,0.001280394,0.001803475,0.0004500126,0.0001628319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103889,"about_ca_system_score_gemma":0.0008797944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008931988,"about_ca_topic_score_gemma":0.0006741738,"domain_scores_codex":[0.988013,0.009038622,0.0005435813,0.0005299849,0.001452157,0.0004226505],"domain_scores_gemma":[0.9819218,0.01152526,0.002839433,0.0006965932,0.002092361,0.0009246755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001083177,0.0005976873,0.4908476,0.0006388231,0.0001899333,0.001525404,0.09941424,0.007072624,0.00732962,0.01745034,0.002143798,0.3717067],"study_design_scores_gemma":[0.0001796114,0.002091616,0.6471356,0.0007065152,0.0001914768,0.003020987,0.212174,0.05589069,0.01150673,0.03139674,0.03548066,0.0002255152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587954,0.0002296076,0.03359974,0.0001528089,0.00001841334,0.000154646,0.00006971759,0.00005594598,0.006923805],"genre_scores_gemma":[0.9903767,0.00008291581,0.008506682,0.00001781682,0.000007568432,0.0001094606,0.00007271167,0.00000727699,0.0008190504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004879088,"threshold_uncertainty_score":0.02580339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321783420","doi":"10.32342/2074-5354-2023-1-58-7","title":"SRI AND ENERGY TRANSFORMATION ON THE WAY TO SUSTAINABLE COMPETITIVENESS","year":2023,"lang":"en","type":"article","venue":"Academic Review","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Business; Economics; Economic system; Investment (military); Natural resource economics; Market economy; Energy supply; Energy market; Renewable energy; Economy; Economic policy; Energy (signal processing); Engineering; Political science","authors":[{"name":"Iryna Shkura","is_ca":false},{"name":"Svitlana O. Fedulova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03674194879252736,"gpt":0.2615981224388211,"spread":0.2248561736462937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008027978,0.0004584372,0.0003469771,0.001097221,0.00155697,0.006899651,0.0004221045,0.001281158,0.004793804],"category_scores_gemma":[0.0009722118,0.0001753559,0.0004133506,0.002009887,0.00438206,0.006161973,0.003106987,0.002386835,0.0006246123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002778355,"about_ca_system_score_gemma":0.003008232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737873,"about_ca_topic_score_gemma":0.002221494,"domain_scores_codex":[0.9992957,0.0002429183,0.00003682347,0.0001051248,0.0001656809,0.0001536623],"domain_scores_gemma":[0.9994235,0.0002148608,0.0001647412,0.0000404823,0.0001058291,0.00005061914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002283911,0.00002382539,0.003012197,0.0002123485,0.00001610268,0.0003383747,0.001511764,0.001944031,0.0005916561,0.9668913,0.001886007,0.02354945],"study_design_scores_gemma":[0.000004544969,0.0000856569,0.01265068,0.000756631,0.00003859408,0.0004926089,0.01322694,0.003489895,0.001963654,0.78632,0.180932,0.00003869337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.233536,0.04761222,0.02668603,0.04731774,0.000872909,0.0000917992,0.0002813659,0.0001231805,0.6434787],"genre_scores_gemma":[0.9600519,0.01838006,0.002717962,0.0008612421,0.0001941001,0.0000343436,0.00007724523,0.00002815634,0.01765491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006899651,"threshold_uncertainty_score":0.02015847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210727402","doi":"10.32342/2074-5354-2021-2-55-2","title":"QUANTITATIVE ASPECTS OF THE CURRENT ECONOMIC CRISIS IN UKRAINE","year":2021,"lang":"en","type":"article","venue":"Academic Review","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Econometrics; Economic indicator; Statistics; Financial crisis; Macroeconomics; Mathematics; Geography","authors":[{"name":"Stanislav Yu. Berzon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0815347426882668,"gpt":0.338883356723545,"spread":0.2573486140352782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008110532,0.0001637602,0.0002892157,0.003517435,0.0004318955,0.00171467,0.0001576134,0.0002271198,0.00132906],"category_scores_gemma":[0.003329994,0.0001314945,0.0001718787,0.002859272,0.0006923295,0.001032057,0.000809801,0.0003226585,0.0001287018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161794,"about_ca_system_score_gemma":0.0006035652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003737765,"about_ca_topic_score_gemma":0.002374415,"domain_scores_codex":[0.9995362,0.0001042516,0.00008252752,0.00005817112,0.000164555,0.00005435305],"domain_scores_gemma":[0.9989219,0.0003016899,0.00038783,0.0000372872,0.0002999446,0.00005132425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006013897,0.0001045993,0.6990532,0.001232314,0.0003444958,0.002451278,0.02437248,0.03364148,0.01125344,0.06155739,0.005241728,0.1601461],"study_design_scores_gemma":[0.00000405159,0.0001023749,0.9556546,0.000168985,0.00003421826,0.0005641389,0.01102069,0.008390305,0.001070133,0.008543168,0.01440941,0.00003801179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752579,0.001499089,0.003770613,0.0003872711,0.00004050294,0.00003911628,0.001184225,0.00004463876,0.01777654],"genre_scores_gemma":[0.9979745,0.0005119136,0.0004372867,0.00001822652,0.00001810865,0.00001302435,0.0003553864,0.000009636765,0.0006619485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003737765,"threshold_uncertainty_score":0.008429468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390361582","doi":"10.32342/2074-5354-2024-1-60-7","title":"THE IMPACT OF THE TAX LANDSCAPE OF THE COUNTRY ON THE TAX PLANNING OF TNCs UNDER THE BEPS PROJECT","year":2023,"lang":"en","type":"article","venue":"Academic Review","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multinational corporation; Context (archaeology); Globalization; China; State (computer science); Tax reform; International taxation; Economics; Business; Direct tax; Double taxation; Economy; International trade; Economic policy; Market economy; Public economics; Political science; Geography; Finance; Law","authors":[{"name":"Yaroslava Hlushchenko","is_ca":false},{"name":"Olena Korohodova","is_ca":false},{"name":"Natalya Chernenko","is_ca":false},{"name":"Kateryna Moskvychova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09010453326714503,"gpt":0.3368952342258641,"spread":0.2467907009587191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173583,0.0001239792,0.0001375076,0.0008122122,0.002231528,0.004611342,0.0004488003,0.0003884064,0.003589719],"category_scores_gemma":[0.003546352,0.0001147399,0.0002015894,0.001564278,0.001578322,0.001248728,0.002407894,0.001198898,0.0002308921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004767274,"about_ca_system_score_gemma":0.005581108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891782,"about_ca_topic_score_gemma":0.03845633,"domain_scores_codex":[0.9978681,0.001016677,0.00005058559,0.000118207,0.0003997241,0.0005468061],"domain_scores_gemma":[0.99823,0.0003388121,0.0003194829,0.0001028687,0.0005843503,0.0004243836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000376909,0.0003681656,0.2859594,0.0001938859,0.00009300477,0.002746014,0.01370306,0.01598547,0.001360208,0.4941214,0.01490282,0.1701896],"study_design_scores_gemma":[0.00003810827,0.0005274574,0.6191427,0.0005330879,0.0001083677,0.001358915,0.07902468,0.009146709,0.002154793,0.03761011,0.2502585,0.00009670099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8413066,0.0007624034,0.001463152,0.003620202,0.00006931243,0.00006283978,0.0002038442,0.00002724992,0.1524844],"genre_scores_gemma":[0.9944828,0.0002801456,0.0003598953,0.0001114514,0.000006414004,0.00001005807,0.00006821297,0.000008393311,0.004672683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891782,"threshold_uncertainty_score":0.05749899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}