{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"b9c8cfdfab46","filters":{"venue":"가족자원경영과 정책(구 한국가족자원경영학회지)"}},"results":[{"id":"W3185721543","doi":"","title":"건강가정ㆍ다문화가족지원센터의 아버지참여 프로그램 현황 및 만족도 분석","year":2018,"lang":"ko","type":"article","venue":"가족자원경영과 정책(구 한국가족자원경영학회지)","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":"Unit (ring theory); Psychology; Quarter (Canadian coin); Service (business); Medical education; Nursing; Business; Medicine; Marketing; Geography","authors":[{"name":"이현아","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02951644681742505,"gpt":0.3021800470611973,"spread":0.2726636002437723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009238754,0.00006545483,0.0001096133,0.0004136663,0.0006559691,0.000648615,0.0002879306,0.000181043,0.007430563],"category_scores_gemma":[0.002596545,0.0001051601,0.00012832,0.0008002681,0.0001820291,0.0004558635,0.0003979522,0.0003231193,0.000826616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005612407,"about_ca_system_score_gemma":0.001842548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124697,"about_ca_topic_score_gemma":0.01120359,"domain_scores_codex":[0.9992477,0.0003017351,0.00003366992,0.00008489194,0.0002329103,0.00009908739],"domain_scores_gemma":[0.9974363,0.0007832121,0.0006248904,0.0001101831,0.0004718234,0.0005735919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648809,0.0005711921,0.6432387,0.0005346985,0.00003620064,0.0004088351,0.007746147,0.0003050318,0.003451317,0.002870606,0.005479327,0.335193],"study_design_scores_gemma":[0.00001649632,0.0004798662,0.9245392,0.0002042538,0.00002638889,0.0005318041,0.02363564,0.0007205685,0.001351619,0.0004348932,0.04804032,0.00001885296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891692,0.000380088,0.0007334561,0.0008943444,0.00002525627,0.00002467137,0.0001528946,0.00001295163,0.00860705],"genre_scores_gemma":[0.9907385,0.000990925,0.001981874,0.0002103442,0.00004024433,0.00005872617,0.0003362043,0.00001062311,0.00563268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007430563,"threshold_uncertainty_score":0.0248577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184854244","doi":"","title":"건강가정지원센터의 가족품앗이사업 활성화를 위한 정책적 제안 - 지역화폐 도입을 중심으로-","year":2012,"lang":"ko","type":"article","venue":"가족자원경영과 정책(구 한국가족자원경영학회지)","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","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":"Scope (computer science); Business; Social capital; Public relations; Local community; Quality (philosophy); Economic growth; Marketing; Political science; Economics; Computer science","authors":[{"name":"차성란","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1815100478876414,"gpt":0.3953573692705377,"spread":0.2138473213828963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001977979,0.0001295941,0.0001550549,0.0003094896,0.003731555,0.002815447,0.0005595938,0.0004512831,0.01386659],"category_scores_gemma":[0.001798764,0.0001309658,0.0001788858,0.0005931626,0.001424404,0.0009739927,0.002322334,0.0007656125,0.001018713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356941,"about_ca_system_score_gemma":0.01066707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171206,"about_ca_topic_score_gemma":0.07205833,"domain_scores_codex":[0.9990211,0.00044295,0.00003330319,0.0001012748,0.000137739,0.0002635923],"domain_scores_gemma":[0.998705,0.000161382,0.0001196194,0.0001013384,0.0002478416,0.0006646813],"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":[0.000696797,0.00133583,0.2327678,0.0009028947,0.00003698496,0.002160647,0.04614453,0.0006428831,0.007545141,0.1006724,0.02490631,0.5821877],"study_design_scores_gemma":[0.0001728424,0.00189283,0.2509483,0.0004248176,0.0000519184,0.001749457,0.1140132,0.001220002,0.00702806,0.009878663,0.6125283,0.00009167599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8306724,0.000847765,0.004395528,0.007337796,0.0002017215,0.0006872996,0.0001812961,0.0001107763,0.1555655],"genre_scores_gemma":[0.968326,0.0001852443,0.003139746,0.0004129587,0.00001701108,0.0001644329,0.00007145,0.000006704119,0.02767645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171206,"threshold_uncertainty_score":0.04638839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169237691","doi":"","title":"지방자치단체의 다문화 가족정책 비교분석","year":2010,"lang":"ko","type":"article","venue":"가족자원경영과 정책(구 한국가족자원경영학회지)","topic":"Psychosocial Factors Impacting Youth","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":"Multiculturalism; Immigration; Government (linguistics); Local government; Economic growth; Independence (probability theory); Political science; Plan (archaeology); Public policy; Geography; Public administration; Economics","authors":[{"name":"강기정","is_ca":false},{"name":"변미희","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02836000360808156,"gpt":0.3521167854730385,"spread":0.3237567818649569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007286266,0.00007518187,0.0001457682,0.001065504,0.002504814,0.001344054,0.0002980457,0.0001159155,0.004028424],"category_scores_gemma":[0.002347152,0.0000779999,0.0001139677,0.002449451,0.00070831,0.0004745212,0.000576069,0.0003403508,0.0003293614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00521823,"about_ca_system_score_gemma":0.007428767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4382846,"about_ca_topic_score_gemma":0.5916027,"domain_scores_codex":[0.9994984,0.0001308514,0.00002263579,0.00005608944,0.0001124963,0.0001796098],"domain_scores_gemma":[0.9979472,0.000315402,0.000424351,0.00008779211,0.0009125102,0.0003128377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000503356,0.00006327369,0.9234971,0.00009844421,0.00002563933,0.0001894332,0.01958177,0.0002288054,0.0003589932,0.006865291,0.002398017,0.04664286],"study_design_scores_gemma":[0.00000341287,0.00003888689,0.9179865,0.00006779853,0.0000201132,0.00009893299,0.06326125,0.000230075,0.0003767056,0.0004471344,0.01745627,0.0000129541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838307,0.0001762246,0.0002635618,0.0004662171,0.00000665986,0.00002790498,0.000239236,0.000007722488,0.01498168],"genre_scores_gemma":[0.995865,0.0001303827,0.0003297774,0.00006593976,0.000003644258,0.00002912606,0.0002023984,0.000003214629,0.003370523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382846,"threshold_uncertainty_score":0.871467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}