{"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":"aaefaf597c0d","filters":{"venue":"한국비교정부학보"}},"results":[{"id":"W2980669435","doi":"","title":"평가자의 직업윤리 : 주요국의 평가윤리 원칙과 평가표준 비교","year":2014,"lang":"ko","type":"article","venue":"한국비교정부학보","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Professionalization; Engineering ethics; Compliance (psychology); Political science; Institutionalisation; Evaluation methods; Enforcement; Research ethics; Process (computing); Quality (philosophy); Psychology; Engineering; Law; Computer science; Social psychology","authors":[{"name":"한인섭","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1921622585992543,"gpt":0.5106255152756245,"spread":0.3184632566763702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03056489,0.0002770907,0.0003493915,0.001524653,0.002340975,0.008012373,0.0007313911,0.001242923,0.004474323],"category_scores_gemma":[0.04688715,0.0001684975,0.0003042131,0.002006939,0.005988576,0.004228284,0.001639065,0.001765719,0.002264207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006562278,"about_ca_system_score_gemma":0.01215654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005791512,"about_ca_topic_score_gemma":0.005510359,"domain_scores_codex":[0.965158,0.02212586,0.001833975,0.002020028,0.007550597,0.001311438],"domain_scores_gemma":[0.952852,0.01815427,0.005346118,0.002804563,0.01888228,0.001960718],"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":[0.0001822491,0.0002020008,0.0276148,0.001933518,0.00007727147,0.000307222,0.01970448,0.001162396,0.002647772,0.4573314,0.06339295,0.4254439],"study_design_scores_gemma":[0.00005853118,0.0003369541,0.05347752,0.003518369,0.0001004304,0.0009636272,0.0361181,0.004067663,0.007463518,0.2048302,0.6888804,0.0001848151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1764221,0.02139076,0.1039614,0.1890855,0.003774356,0.001021961,0.0005084032,0.0003711073,0.5034645],"genre_scores_gemma":[0.9280846,0.004953665,0.02706634,0.006833802,0.0005384858,0.0004319537,0.0002029122,0.00008868081,0.03179967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9987571,"threshold_uncertainty_score":0.1616445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984426253","doi":"","title":"OECD 주요 선진국의 중앙정부 재정정보시스템 현황 분석과 시사점","year":2018,"lang":"ko","type":"article","venue":"한국비교정부학보","topic":"Historical Studies in Central America","field":"Arts and Humanities","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":"Government (linguistics); Strengths and weaknesses; Political science; Business","authors":[{"name":"유승원","is_ca":false},{"name":"신가희","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03052438949044782,"gpt":0.2402599074217827,"spread":0.2097355179313349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009216724,0.0002307427,0.0001090283,0.003739683,0.00140358,0.00186791,0.0002248771,0.0002028084,0.007298137],"category_scores_gemma":[0.001681595,0.00009093861,0.0001312822,0.008633936,0.0005976121,0.0008471064,0.0007296692,0.000460959,0.001222561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813407,"about_ca_system_score_gemma":0.005172658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09579465,"about_ca_topic_score_gemma":0.1118891,"domain_scores_codex":[0.9993088,0.0001439283,0.00006098639,0.00008746518,0.0002238662,0.0001749563],"domain_scores_gemma":[0.9979905,0.0002754599,0.0004340632,0.0001386305,0.001041097,0.0001202131],"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":[0.0001847871,0.0001295241,0.2100393,0.001298849,0.00006705232,0.001369564,0.009740934,0.000949566,0.001422316,0.2523557,0.1679292,0.3545132],"study_design_scores_gemma":[0.000003060949,0.00002332262,0.1086868,0.0003138002,0.00001830701,0.0002665477,0.00823949,0.00007025956,0.0006823693,0.001726493,0.8799551,0.00001449207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2321559,0.01244494,0.001005453,0.004619066,0.0003096379,0.00009200225,0.01216066,0.0001245372,0.7370879],"genre_scores_gemma":[0.8280145,0.03194616,0.004024973,0.002015437,0.0001551426,0.0002231574,0.01288239,0.0001050044,0.1206333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09579465,"threshold_uncertainty_score":0.1904741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024317900","doi":"","title":"주요 선진국의 지속가능발전교육 체계와 프로그램 분석: 핀란드, 스웨덴, 독일, 캐나다를 중심으로","year":2019,"lang":"ko","type":"article","venue":"한국비교정부학보","topic":"Educational Systems and Policies","field":"Computer 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":"Sustainable development; Context (archaeology); Education for sustainable development; Alliance; Sustainability; Political science; Process (computing); Business; Process management; Economic growth; Computer science; Geography; Economics","authors":[{"name":"오수길","is_ca":false},{"name":"곽병훈","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01781744446430462,"gpt":0.2718493975957762,"spread":0.2540319531314716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117557,0.0001376103,0.00008031883,0.001010316,0.002567112,0.002524997,0.0003727054,0.0005138487,0.005003626],"category_scores_gemma":[0.001134586,0.00009342017,0.0001478636,0.001717771,0.004734607,0.001591706,0.001664021,0.0008875689,0.0005244036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920776,"about_ca_system_score_gemma":0.006276162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01773727,"about_ca_topic_score_gemma":0.02830531,"domain_scores_codex":[0.9993975,0.0001595238,0.00003402464,0.0001017379,0.0001256218,0.0001815286],"domain_scores_gemma":[0.9993886,0.0001477992,0.0001004364,0.00004833648,0.0001721444,0.0001427288],"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":[0.00007918487,0.000126003,0.07153109,0.0005368184,0.00001847898,0.0009106362,0.04791425,0.002282041,0.002461035,0.5864303,0.01212518,0.275585],"study_design_scores_gemma":[0.000008547373,0.0001180819,0.06759392,0.000427691,0.00002161235,0.0009014207,0.04903621,0.000711482,0.003430472,0.02534629,0.8523464,0.00005782143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6210799,0.005667986,0.01413043,0.01446792,0.0003457257,0.00008179316,0.0003042534,0.0001482639,0.3437736],"genre_scores_gemma":[0.955599,0.001263541,0.002388131,0.0002885468,0.00002859369,0.00002559458,0.0001031575,0.00001480556,0.04028882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822627,"threshold_uncertainty_score":0.03570294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092430977","doi":"","title":"저출산 고령화시대 미국, 캐나다, 호주의 이민정책 비교 연구: 이민인구와 최근 경향을 중심으로","year":2020,"lang":"ko","type":"article","venue":"한국비교정부학보","topic":"Korean Urban and Social Studies","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":"Immigration; Immigration policy; Population; Demographic economics; Political science; Geography; Economic growth; Development economics; Demography; Economics; Sociology","authors":[{"name":"임동진","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366460178079584,"gpt":0.2139006377716335,"spread":0.1902360359908376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414645,0.000171574,0.000181956,0.001509332,0.001529583,0.002202279,0.0003222706,0.0001542077,0.003992646],"category_scores_gemma":[0.003412395,0.00009720138,0.0002570378,0.003304007,0.0006075348,0.0006858338,0.0005202992,0.0003162424,0.0006947384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007098177,"about_ca_system_score_gemma":0.01875456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5527168,"about_ca_topic_score_gemma":0.6315028,"domain_scores_codex":[0.9989941,0.0001658194,0.0001166508,0.0001515231,0.0003267245,0.0002451741],"domain_scores_gemma":[0.9984508,0.0001787869,0.000354205,0.00004504732,0.0008096035,0.0001615482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210429,0.00009544814,0.8598256,0.0004106522,0.00007392794,0.0001964953,0.00579725,0.0006485891,0.000456421,0.007665025,0.007725613,0.116984],"study_design_scores_gemma":[0.00001401097,0.00009204788,0.953858,0.0002870132,0.0001008315,0.0002305354,0.02246423,0.0009359926,0.0007617618,0.0008352589,0.02038905,0.00003132479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570912,0.001983501,0.001856315,0.00204906,0.0001146745,0.0003599428,0.003975706,0.00005022937,0.03251934],"genre_scores_gemma":[0.9832857,0.001657988,0.003940152,0.0005370096,0.00002918486,0.0003011067,0.001931413,0.00001310154,0.008304297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4472832,"threshold_uncertainty_score":0.8998347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}