{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"b8f65f4ef3e9","filters":{"venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội"}},"results":[{"id":"W4416837942","doi":"10.59266/houjs.2025.964","title":"HƯỚNG TỚI TĂNG TRƯỞNG KINH TẾ SỐ, XANH VÀ BỀN VỮNG TRONG NGÀNH DỆT MAY: PHÂN TÍCH SO SÁNH ĐA QUỐC GIA","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Vietnamese; Viet nam; Government (linguistics); Socialist republic","authors":[{"name":"Nguyễn Kim Truy Phạm Thị Thanh Hương","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01391355142537771,"gpt":0.3207184633503923,"spread":0.3068049119250146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842173,0.0004374401,0.0002144113,0.0003698443,0.004931476,0.005110133,0.0003735408,0.0008866168,0.06691221],"category_scores_gemma":[0.0006621684,0.0002630183,0.0002461986,0.0006837978,0.00156448,0.002232386,0.002469028,0.001507894,0.01169908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663973,"about_ca_system_score_gemma":0.00687617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05095145,"about_ca_topic_score_gemma":0.1366205,"domain_scores_codex":[0.9996177,0.00005411635,0.00001140606,0.00007665883,0.00009750562,0.0001425912],"domain_scores_gemma":[0.9996085,0.0000255015,0.00002928974,0.00003534776,0.00011838,0.0001831313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003142981,0.0002339456,0.0422371,0.0007375195,0.00007226916,0.002907898,0.05628822,0.0003763703,0.01478079,0.1819922,0.4551301,0.2449294],"study_design_scores_gemma":[0.000005529646,0.00002441484,0.007862029,0.00006946272,0.00000819754,0.0002251923,0.01132532,0.00009576243,0.001229829,0.001820386,0.9773197,0.00001421016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05640324,0.00183273,0.001690846,0.01176407,0.001676729,0.0001318598,0.0006578598,0.0002823589,0.9255602],"genre_scores_gemma":[0.2517374,0.001347971,0.001545939,0.00171077,0.0001037525,0.00008893036,0.0005057065,0.0002153832,0.7427442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06691221,"threshold_uncertainty_score":0.2238436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415501369","doi":"10.59266/houjs.2025.668","title":"CÁC NHÂN TỐ ẢNH HƯỞNG ĐẾN LIÊM CHÍNH HỌC THUẬT CỦA SINH VIÊN TRƯỜNG ĐẠI HỌC MỞ HÀ NỘI TRONG BỐI CẢNH CHUYỂN ĐỔI SỐ","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Central asia; Socialist republic; Nova scotia","authors":[{"name":"Đỗ Thị Kim Hiên Nguyễn Hà My","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009609390427510195,"gpt":0.3052538311298412,"spread":0.295644440702331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004045746,0.0006502477,0.0002874213,0.0005172823,0.007257238,0.00463648,0.0006074501,0.001345932,0.2169172],"category_scores_gemma":[0.000807524,0.0003951562,0.0002963564,0.0005833544,0.001475493,0.001782877,0.002673347,0.002085696,0.06927779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889906,"about_ca_system_score_gemma":0.005251653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02771953,"about_ca_topic_score_gemma":0.08129317,"domain_scores_codex":[0.9995835,0.00003745522,0.00001272705,0.00009269229,0.0001495712,0.0001240248],"domain_scores_gemma":[0.9992985,0.00003456909,0.00002762968,0.00005469826,0.0002759361,0.0003087416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003738528,0.0001827776,0.008574737,0.0003682013,0.00002844706,0.001787518,0.0151785,0.000188219,0.01137806,0.0613868,0.7348495,0.1657034],"study_design_scores_gemma":[0.000005051693,0.00002408654,0.00241047,0.00003542066,0.000004374691,0.0001583043,0.004033492,0.00005214868,0.0008908515,0.0005726211,0.9918012,0.00001191869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01565775,0.0007481547,0.001282478,0.005088599,0.002856853,0.0001497052,0.000404961,0.0004227514,0.9733888],"genre_scores_gemma":[0.03419406,0.0004324863,0.001028422,0.0007417854,0.0001190877,0.00004539616,0.0002259939,0.0001693564,0.9630434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986541,"threshold_uncertainty_score":0.7256604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416837803","doi":"10.59266/houjs.2025.879","title":"ỨNG DỤNG CÔNG NGHỆ SỐ TRONG DẠY VÀ HỌC THIẾT KẾ ĐỒ HỌA: CƠ HỘI VÀ THÁCH THỨC TRONG VIỆC PHÁT HUY TƯ DUY SÁNG TẠO CỦA SINH VIÊN NGÀNH THIẾT KẾ ĐỒ HOẠ TẠI VIỆT NAM","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Central asia; Socialist republic; Nova scotia","authors":[{"name":"Vương Thanh Trúc Vương Quốc Chính","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009158760300369486,"gpt":0.3039100398397129,"spread":0.2947512795393434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002385713,0.0003175285,0.0002088335,0.0002350233,0.002652416,0.002387149,0.0003301014,0.0005386703,0.0684727],"category_scores_gemma":[0.0002835604,0.0002356965,0.0001916413,0.0004115602,0.0006495104,0.000674917,0.001263023,0.0007693135,0.01192088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629333,"about_ca_system_score_gemma":0.004575314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04253723,"about_ca_topic_score_gemma":0.1146793,"domain_scores_codex":[0.9997956,0.00002967426,0.000007456563,0.00003251099,0.00004513002,0.00008950594],"domain_scores_gemma":[0.999831,0.000009513082,0.00001390175,0.00001378057,0.00004900519,0.00008283246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004396205,0.0003180335,0.1130619,0.001362904,0.0001181363,0.004584766,0.05272808,0.0003939993,0.03614529,0.0632809,0.3338926,0.3936739],"study_design_scores_gemma":[0.00001001337,0.00004712204,0.03629321,0.0001271284,0.00001351634,0.0004317058,0.01690257,0.0001051682,0.002278872,0.0008718314,0.9429063,0.0000127273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1409401,0.002343122,0.001225586,0.005954799,0.0009993209,0.0001726804,0.001323736,0.0002537417,0.8467869],"genre_scores_gemma":[0.274239,0.001230054,0.001598167,0.001358831,0.00006594372,0.0001004468,0.0007716539,0.0001546205,0.7204813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0684727,"threshold_uncertainty_score":0.229064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416837822","doi":"10.59266/houjs.2025.898","title":"VĂN HOÁ THỊ GIÁC TRONG KỶ NGUYÊN AI: TIẾP CẬN LIÊN NGÀNH VÀ TÁI ĐỊNH VỊ VAI TRÒ NHÀ THIẾT KẾ ĐỒ HOẠ","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Nova scotia; Socialist republic","authors":[{"name":"Yến Văn Hoà","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00972652464456981,"gpt":0.3183914875413295,"spread":0.3086649628967597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119965,0.0007111968,0.0003710735,0.0004947619,0.004998847,0.004371461,0.0006006389,0.001280561,0.1710968],"category_scores_gemma":[0.0008148425,0.000460564,0.0003643006,0.0005912433,0.001274923,0.002103509,0.002560287,0.002500646,0.06361994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003679655,"about_ca_system_score_gemma":0.004436336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02292372,"about_ca_topic_score_gemma":0.0590641,"domain_scores_codex":[0.9995603,0.00005192785,0.00001829167,0.0001122344,0.0001386553,0.0001185303],"domain_scores_gemma":[0.9994475,0.000037252,0.00003236327,0.00004044337,0.0002081429,0.0002342479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004609144,0.0002615867,0.01481448,0.000774044,0.00005669655,0.002462007,0.02685334,0.0002608564,0.01644437,0.06686804,0.6645811,0.2061626],"study_design_scores_gemma":[0.00000619879,0.00003668155,0.003786404,0.00005966736,0.000007445781,0.0003042865,0.004373114,0.00007500833,0.0009422192,0.0007528235,0.9896421,0.00001417255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02530085,0.002586187,0.001840755,0.009103976,0.004150814,0.0001607048,0.0007563482,0.0005247197,0.9555756],"genre_scores_gemma":[0.05721102,0.0009898691,0.001626443,0.00115768,0.0001626086,0.00005738347,0.0004093941,0.0002595397,0.9381261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1710968,"threshold_uncertainty_score":0.5723759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416837816","doi":"10.59266/houjs.2025.878","title":"ỨNG DỤNG TRÍ TUỆ NHÂN TẠO (AI) GIÚP NÂNG CAO HIỆU QUẢ TRONG GIẢNG DẠY VÀ THỰC HÀNH PHẦN MỀM GERBER TECHNOLOGY CHO SINH VIÊN NGÀNH THIẾT KẾ THỜI TRANG ĐẠI HỌC DUY TÂN","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Socialist republic; Government (linguistics); Nova scotia","authors":[{"name":"Hồ Hồng Ngọc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006667600786642456,"gpt":0.3052113166952332,"spread":0.2985437159085907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339202,0.0005378484,0.000258795,0.00051021,0.003505973,0.003968319,0.00037264,0.0008362293,0.2079545],"category_scores_gemma":[0.0004996224,0.0003155777,0.000253423,0.0006318981,0.0008983385,0.001563206,0.002106988,0.001450503,0.06358148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335092,"about_ca_system_score_gemma":0.004009773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201603,"about_ca_topic_score_gemma":0.06113352,"domain_scores_codex":[0.9996653,0.00002143236,0.000009771083,0.00006989457,0.000142512,0.00009113597],"domain_scores_gemma":[0.9995665,0.00001869286,0.00002187416,0.00003467506,0.0001752889,0.0001829724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003947199,0.0002220666,0.01540921,0.0006624451,0.00004128745,0.001571788,0.01253235,0.0003506006,0.03396346,0.04754091,0.6043341,0.2829772],"study_design_scores_gemma":[0.000004823422,0.00002906575,0.004302668,0.00004089638,0.000005013667,0.0001247319,0.002791947,0.0000674007,0.001845844,0.0004388912,0.990339,0.000009762834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01985362,0.001058048,0.001057486,0.003609349,0.001825324,0.0001193416,0.0004436748,0.0003553771,0.9716778],"genre_scores_gemma":[0.03820918,0.0006309618,0.0007204462,0.0003591065,0.00007001011,0.00003905902,0.0002311245,0.000143971,0.9595962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2079545,"threshold_uncertainty_score":0.695677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416837830","doi":"10.59266/houjs.2025.902","title":"CHUYỂN ĐỔI SỐ TRONG QUY TRÌNH THIẾT KẾ RẬP THỜI TRANG TRUYỀN THỐNG ĐẾN ÁP DỤNG CÔNG NGHỆ 3D","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Nova scotia; Commission; Social assistance","authors":[{"name":"Đỗ Thị Kim Hiên","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106887387862883,"gpt":0.3014282091734071,"spread":0.2903593352947783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573024,0.0007163488,0.0003257338,0.0004877311,0.002642,0.00385289,0.00082802,0.00158345,0.2717315],"category_scores_gemma":[0.0007018452,0.0004787543,0.000510462,0.0003396904,0.0009597766,0.001603269,0.0027549,0.00200427,0.1237106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663854,"about_ca_system_score_gemma":0.002213635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007303888,"about_ca_topic_score_gemma":0.01623909,"domain_scores_codex":[0.9996092,0.00002810555,0.00001102252,0.00007771936,0.0001860848,0.00008795116],"domain_scores_gemma":[0.9995203,0.00002403309,0.00002025577,0.00005770431,0.0001753369,0.0002023275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000415851,0.0001518024,0.001619023,0.0003747336,0.00001920131,0.0009759169,0.001833596,0.0004328375,0.03873762,0.03187834,0.7670174,0.1565437],"study_design_scores_gemma":[0.000008937667,0.00003999744,0.0007866198,0.00003826226,0.000005543779,0.000194464,0.0005791761,0.000177389,0.004963226,0.0008429216,0.9923491,0.00001429343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01072258,0.001281778,0.008955701,0.006746902,0.007229555,0.0002143308,0.001105763,0.003029287,0.960714],"genre_scores_gemma":[0.02285643,0.0006500234,0.004234606,0.001027512,0.0001598522,0.00006985212,0.0005632151,0.0005229888,0.9699155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2717315,"threshold_uncertainty_score":0.9090324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416837755","doi":"10.59266/houjs.2025.868","title":"ĐÀO TẠO KIẾN TRÚC SƯ TRONG KỶ NGUYÊN SỐ: HƯỚNG TIẾP CẬN TỪ CHƯƠNG TRÌNH ĐÀO TẠO","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","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":"Southeast asia; Nova scotia; Central asia","authors":[{"name":"Võ Thùy Dung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009999351038138902,"gpt":0.3108626046198666,"spread":0.3008632535817277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248841,0.0005610307,0.0002985058,0.0003314635,0.004490776,0.003390823,0.0004369885,0.0008715741,0.2327278],"category_scores_gemma":[0.0006408704,0.0003398866,0.0002649129,0.0004479301,0.0009290649,0.001429937,0.002173933,0.001838643,0.06202498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003120669,"about_ca_system_score_gemma":0.005391467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04345434,"about_ca_topic_score_gemma":0.1166485,"domain_scores_codex":[0.9997106,0.00002733259,0.000009055723,0.00006979836,0.00008012921,0.0001030798],"domain_scores_gemma":[0.999474,0.0000239239,0.00001967694,0.00003217257,0.0001790903,0.0002711416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003195133,0.0001869148,0.01256937,0.0004731882,0.0000301868,0.002358084,0.01259743,0.0003931745,0.01285884,0.03209601,0.7403909,0.1857264],"study_design_scores_gemma":[0.000005882707,0.00003133593,0.003923188,0.00005156513,0.000004631232,0.0001770226,0.003890218,0.00009874955,0.001006925,0.0003728152,0.9904252,0.00001261874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02480773,0.001018572,0.001360097,0.004326993,0.003289177,0.0002115123,0.0009103181,0.0005505705,0.9635251],"genre_scores_gemma":[0.04839846,0.0004143749,0.0008339524,0.0004479515,0.00007425973,0.00006396426,0.0004268155,0.0002662929,0.9490739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2327278,"threshold_uncertainty_score":0.7785522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}