{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"88cd0eeb7357","filters":{"venue":"Herald of Khmelnytskyi National University Technical sciences"}},"results":[{"id":"W3187989434","doi":"10.31891/2307-5732-2021-295-2-17-25","title":"ANALYSIS OF PLANNING EXPERIENCE OF INHABITED LOCALITIES URBAN BEAUTIFICATION IN VIEW OF RECONSTRUCTION","year":2021,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Beautification; Urban planning; Environmental planning; Civil engineering; Geography; Engineering","authors":[{"name":"Юлія СОКОЛАН","is_ca":false},{"name":"LILIYA KUCHERENKO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04071469596440083,"gpt":0.2974278507718426,"spread":0.2567131548074418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006528744,0.0001776487,0.0002000314,0.0006398805,0.001441321,0.001671659,0.0004390521,0.0003269488,0.005360847],"category_scores_gemma":[0.001935414,0.0001682881,0.0002710202,0.0007745104,0.002125121,0.0008943161,0.002230156,0.0006976407,0.0003214804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900184,"about_ca_system_score_gemma":0.0005738455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009184199,"about_ca_topic_score_gemma":0.01873063,"domain_scores_codex":[0.9989104,0.0005560003,0.00003234952,0.0000861185,0.0001798167,0.0002352128],"domain_scores_gemma":[0.9991319,0.0002776131,0.0001749135,0.00005859392,0.000112333,0.0002446646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009973351,0.00005349439,0.09255356,0.0001202649,0.00002473326,0.004194819,0.860189,0.0009083334,0.001312832,0.003669038,0.00283817,0.03403593],"study_design_scores_gemma":[0.000001503077,0.00009138065,0.07043873,0.00005584053,0.000008945408,0.002097716,0.8989251,0.0002936046,0.0002644237,0.0003864007,0.02740376,0.00003255023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862124,0.0002251459,0.0004972886,0.000310041,0.00001128339,0.000009770636,0.00007405431,0.00001259924,0.01264741],"genre_scores_gemma":[0.9968278,0.0002019975,0.000127219,0.00002600199,0.000002722776,0.000004703992,0.00004456244,0.000005982306,0.002758887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009184199,"threshold_uncertainty_score":0.01826149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378418795","doi":"10.31891/2307-5732-2023-317-1-48-57","title":"BUILDING PREDICTIVE ELECTRICITY CONSUMPTION MODELS FOR TRADITIONAL AND SMART GRID POWER SUPPLY SCHEMES FOR IRON ORE MINES","year":2023,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Electricity; Predictability; Consumption (sociology); Smart grid; Mains electricity; Grid; Computer science; Volume (thermodynamics); Iron ore; Work (physics); Environmental economics; Engineering; Economics; Electrical engineering; Mathematics; Mechanical engineering; Voltage","authors":[{"name":"V.P. Vlasyuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05967192038208065,"gpt":0.2533333884455827,"spread":0.193661468063502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004297351,0.0004069131,0.0004574494,0.0003210724,0.0002149855,0.000748623,0.0007381672,0.0006496636,0.001544983],"category_scores_gemma":[0.001439777,0.0002917253,0.0005747012,0.0003336778,0.0003640963,0.0007791047,0.0004082573,0.0007978152,0.0002852453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008579133,"about_ca_system_score_gemma":0.0006461241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071173,"about_ca_topic_score_gemma":0.008718445,"domain_scores_codex":[0.9998275,0.00004694586,0.000009293866,0.00004704186,0.00004437904,0.00002486489],"domain_scores_gemma":[0.9995784,0.0002463315,0.00006091407,0.00002879982,0.00007294014,0.0000126446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001414912,0.00001626258,0.0007143986,0.00001690294,0.000009068987,0.00002094965,0.0000225296,0.9912033,0.0002797432,0.002684354,0.0001487257,0.004869592],"study_design_scores_gemma":[9.475357e-7,0.00000436542,0.0001074303,0.00000141036,0.000002011222,0.000002200659,0.000003494471,0.999059,0.00008978141,0.0006200625,0.0001081408,0.000001211561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1709483,0.0003474643,0.8170063,0.000416547,0.00005543889,0.00009549192,0.0003174146,0.0006339389,0.01017907],"genre_scores_gemma":[0.9764836,0.0001768591,0.01950955,0.00003131514,0.00001376387,0.00009115203,0.0002047763,0.00003147373,0.0034576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01071173,"threshold_uncertainty_score":0.02129877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401061177","doi":"10.31891/2307-5732-2024-335-3-49","title":"АНАЛІЗ ДОСТУПНОСТІ ВЕБРЕСУРСІВ ДЛЯ УЧАСНИКІВ БОЙОВИХ ДІЙ","year":2024,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","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":"World Wide Web; Psychology; Computer science","authors":[{"name":"Тетяна Шестакевич","is_ca":false},{"name":"Taras Cherna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04794168532500221,"gpt":0.3557649981069397,"spread":0.3078233127819375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864019,0.0005298096,0.0003798715,0.002873202,0.001779824,0.004364661,0.0005669357,0.001064658,0.03020696],"category_scores_gemma":[0.005603332,0.0007696156,0.0006667198,0.003043486,0.002406718,0.002373536,0.001474271,0.001621727,0.01456218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546037,"about_ca_system_score_gemma":0.003460369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006623448,"about_ca_topic_score_gemma":0.008013082,"domain_scores_codex":[0.9974891,0.0004633539,0.0002186774,0.0003889115,0.001198088,0.000241794],"domain_scores_gemma":[0.9967962,0.0008820446,0.0003645019,0.0006174738,0.001157557,0.0001822533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003219494,0.0001568725,0.007903932,0.001046352,0.00006992822,0.003040774,0.007339374,0.002784979,0.0368657,0.3381059,0.02252493,0.5798393],"study_design_scores_gemma":[0.00004528109,0.0001412979,0.0152586,0.0004783191,0.00009112892,0.00259116,0.004507395,0.003389399,0.02438648,0.1050271,0.8438939,0.0001898609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1196892,0.01077402,0.3316914,0.004903996,0.001833316,0.0007078286,0.001835339,0.001960401,0.5266045],"genre_scores_gemma":[0.5736808,0.01268575,0.2700649,0.0004821448,0.0004992305,0.0008301869,0.001273234,0.00115186,0.1393319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03020696,"threshold_uncertainty_score":0.1010523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225679006","doi":"10.31891/2307-5732-2021-303-6-15-25","title":"QUANTUM COHERENCE AND CAVITATION, QUASI-TWO-DIMENTIONAL BUBBLE TURBULENCE, RESONANCE MODE SYNCHRONIZATION, CASCADE ENERGY AND SELF-ORGANIZATION IN HETEROGENEOUS SYSTEMS OF MASSIVE HEATONIC RADIATION","year":2021,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Physics; Dissipative system; Quantum electrodynamics; Quantum mechanics","authors":[{"name":"YURII ZASPA","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02550561925263729,"gpt":0.3307703999058331,"spread":0.3052647806531958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066103,0.000208419,0.0002179102,0.000451059,0.0004517195,0.0006317255,0.0003296683,0.0002690471,0.000573498],"category_scores_gemma":[0.0006387536,0.0001395549,0.0002821123,0.0002495673,0.001211364,0.0007000133,0.0005003838,0.0003047821,0.00005968399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996436,"about_ca_system_score_gemma":0.0002318811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156261,"about_ca_topic_score_gemma":0.000571749,"domain_scores_codex":[0.9999293,0.00002122048,0.000002645424,0.00001101028,0.00001770302,0.00001802766],"domain_scores_gemma":[0.9997486,0.00008812103,0.00008053109,0.00001680442,0.00003037083,0.00003549566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002860374,0.0001032373,0.01508857,0.0002449232,0.0001265078,0.001375771,0.0006884018,0.3811394,0.07783981,0.5104558,0.001479101,0.01117238],"study_design_scores_gemma":[0.00001188455,0.00005566872,0.004206131,0.00000534345,0.00001102222,0.0001420993,0.00008841141,0.9486228,0.002419598,0.04397475,0.0004413363,0.00002087601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348482,0.001206398,0.05747087,0.0002960885,0.00004249793,0.00002431048,0.00004561567,0.0001317105,0.00593437],"genre_scores_gemma":[0.997475,0.000106915,0.00180257,0.000008599741,0.00001190913,0.000009118992,0.0000155296,0.000009496423,0.0005608584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156261,"threshold_uncertainty_score":0.003625214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401061165","doi":"10.31891/2307-5732-2024-335-17","title":"АНАЛІЗ ВИМОГ ДО ПОЗИЦІЙ DATA ANALYST ТА DATA SCIENTIST НА РИНКУ ПРАЦІ","year":2024,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","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":"Computer science; Data science","authors":[{"name":"ВОЛОДИМИР КУЛАЖЕНКО","is_ca":false},{"name":"ДЕНИС ПІДГАЙНИЙ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2326414372031586,"gpt":0.3609673279733985,"spread":0.1283258907702399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03659519,0.0006652986,0.0009574695,0.006102459,0.002346175,0.008880588,0.001012511,0.00111258,0.01601696],"category_scores_gemma":[0.0697595,0.001183801,0.0008088058,0.01041958,0.00462281,0.004885253,0.00368625,0.002988485,0.008609795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705124,"about_ca_system_score_gemma":0.01005221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363701,"about_ca_topic_score_gemma":0.002146579,"domain_scores_codex":[0.9655018,0.01492793,0.003483038,0.003629661,0.01146847,0.0009890188],"domain_scores_gemma":[0.9269644,0.04057037,0.005061917,0.01000624,0.01527608,0.002120885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003704454,0.0001381052,0.01703778,0.002347931,0.000119605,0.0008191001,0.02091352,0.001556425,0.00903727,0.3052374,0.02304072,0.6193818],"study_design_scores_gemma":[0.00009727322,0.0002131663,0.02364006,0.0013469,0.0001329672,0.0009550962,0.01231368,0.003981022,0.01360563,0.1591377,0.7843745,0.0002019927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07008944,0.009015036,0.7412661,0.01885589,0.002242159,0.002663941,0.006859743,0.002149516,0.1468581],"genre_scores_gemma":[0.4060808,0.007530904,0.5446893,0.001483934,0.001050406,0.005017331,0.002925446,0.001284397,0.0299375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03659519,"threshold_uncertainty_score":0.1935361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}