{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"729eaac7aa9e","filters":{"venue":"한국의류산업학회지"}},"results":[{"id":"W3083627157","doi":"","title":"패션산업과 거시 변수들간의 관계-패션 상장기업 중심으로-","year":2020,"lang":"ko","type":"article","venue":"한국의류산업학회지","topic":"Consumer Perception and Purchasing Behavior","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":"Earnings before interest and taxes; Profit (economics); Business; Quarter (Canadian coin); Time lag; Gross profit; Net profit; Macro; Marketing; Lag; Advertising; Demographic economics; Accounting; Economics","authors":[{"name":"Ki Yong Kwon","is_ca":false},{"name":"추호정","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05877814282512309,"gpt":0.2573811200558093,"spread":0.1986029772306862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002957059,0.0005712465,0.000579876,0.0002463787,0.0005032862,0.001181404,0.0006604357,0.00027868,0.02676828],"category_scores_gemma":[0.0001788432,0.0006096355,0.0003673789,0.0009816972,0.0001899574,0.001018006,0.0005001271,0.0006064915,0.03134584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006005704,"about_ca_system_score_gemma":0.00009127989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008098446,"about_ca_topic_score_gemma":0.0001443873,"domain_scores_codex":[0.9970233,0.00004311261,0.0006697273,0.0008762128,0.0006038669,0.0007837221],"domain_scores_gemma":[0.9986836,0.00005056133,0.0003148629,0.0005586941,0.0002457499,0.0001465237],"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":[0.0003937733,0.000849648,0.3674681,0.001630873,0.0002371301,0.0003887029,0.003254112,0.00003818882,0.008460426,0.005220027,0.379175,0.2328839],"study_design_scores_gemma":[0.001368378,0.00004589118,0.09108528,0.0001708163,0.0004353159,0.000006220113,0.0007862436,0.002592824,0.00004453704,0.0001082769,0.9024661,0.0008900991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129367,0.001082945,0.0003925008,0.04788926,0.003352501,0.0008461007,0.00006210612,0.0008871462,0.0325507],"genre_scores_gemma":[0.9700802,0.0001196375,0.0001981607,0.01991326,0.003486336,0.00002598287,0.0001489171,0.0001232891,0.005904206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232911,"threshold_uncertainty_score":0.9998555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799377177","doi":"","title":"섬유/의류 산업의 FTA 대응전략(한-미, 한-중 FTA를 중심으로)","year":2016,"lang":"ko","type":"article","venue":"한국의류산업학회지","topic":"Energy and Environmental Systems","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":"International trade; Clothing; Free trade; Business; China; Market access; Rules of origin; Trade barrier; Treaty; International free trade agreement; Textile industry; Liberalization; Tariff; Commercial policy; Free trade agreement; Economics; Political science; Geography; Agriculture","authors":[{"name":"김정회","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138667001157738,"gpt":0.2403385974574245,"spread":0.2264718973416507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007954295,0.0003381448,0.0003858747,0.00006242933,0.0007291217,0.0001044722,0.0006750943,0.000422138,0.01113775],"category_scores_gemma":[0.00009887363,0.0002454029,0.0002119767,0.000255616,0.000753163,0.0003481152,0.0002061582,0.0001740933,0.0121721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674049,"about_ca_system_score_gemma":0.00007351385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007354144,"about_ca_topic_score_gemma":0.002534062,"domain_scores_codex":[0.9967833,0.0004106013,0.0004726636,0.0006413416,0.0007595889,0.0009325672],"domain_scores_gemma":[0.9985309,0.0002573247,0.00021339,0.0005453885,0.00002508859,0.0004279118],"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":[0.0002653188,0.001568698,0.2623381,0.000214032,0.0006263609,0.0002917909,0.024905,0.000086801,0.02925645,0.1527364,0.2477115,0.2799996],"study_design_scores_gemma":[0.0009763425,0.0001425272,0.01670534,0.0002398418,0.00005020806,0.000006354409,0.001938611,0.00001219924,0.0008894386,0.001705278,0.9767249,0.0006089254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6473669,0.001139132,0.00009562344,0.007025113,0.004502845,0.000391608,0.00008208558,0.0002015697,0.3391952],"genre_scores_gemma":[0.8441128,0.001201711,0.00003894269,0.0003369732,0.00157138,0.00002535612,0.000007186686,0.00003905565,0.1526666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7290134,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}