{"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":"c1d828ea7435","filters":{"venue":"관광연구저널"}},"results":[{"id":"W2278032509","doi":"","title":"사회·문화적 환경의 변화와 호텔기업의 식음료 및 연회부문 매출","year":2013,"lang":"ko","type":"article","venue":"관광연구저널","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":"Quarter (Canadian coin); Banquet; Revenue; Population; Business; Marketing; Economics; Advertising; Geography; Demography; Finance; Sociology","authors":[{"name":"김윤식","is_ca":false},{"name":"정규엽","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02646243077156051,"gpt":0.2420532743444239,"spread":0.2155908435728635,"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":[0.0003308344,0.0005163252,0.0004536631,0.0004070835,0.0005542815,0.001791245,0.0005535834,0.0002906145,0.09338936],"category_scores_gemma":[0.00009342351,0.0005186217,0.0002919521,0.000649081,0.0002063367,0.001614978,0.0003851992,0.0004692122,0.06697885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007692596,"about_ca_system_score_gemma":0.00006257462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00444277,"about_ca_topic_score_gemma":0.0003906339,"domain_scores_codex":[0.997303,0.00003935194,0.0006095975,0.0006874956,0.0005218506,0.0008386804],"domain_scores_gemma":[0.9984173,0.00005245438,0.0002971144,0.0007514494,0.0003934385,0.00008826423],"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":[0.00005113043,0.0008062117,0.2416897,0.0005927167,0.0001265846,0.00006249776,0.0007482335,0.000007696707,0.006137182,0.002501303,0.4306224,0.3166543],"study_design_scores_gemma":[0.0008499192,0.00001799109,0.317255,0.0001752587,0.0002370603,0.000007566954,0.0004994297,0.0007736235,0.0000225467,0.0004116035,0.6790344,0.0007156028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305924,0.0006207909,0.0001039936,0.009409572,0.003460836,0.0009186652,0.0000175345,0.0004739465,0.05440232],"genre_scores_gemma":[0.9468963,0.00009896994,0.0001370055,0.00481102,0.002268363,0.00008245553,0.0001022119,0.0001010402,0.0455027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159387,"threshold_uncertainty_score":0.9997265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561214811","doi":"","title":"Regional Competitiveness of Competitiveness Analysis of Ski Resort in Quebec","year":2014,"lang":"en","type":"article","venue":"관광연구저널","topic":"Global Trade and Competitiveness","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":"Diamond model; Population; Economic geography; Business; Economy; Regional science; Geography; Economics; Demography","authors":[{"name":"이아름","is_ca":false},{"name":"Ji Yeon Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699658177400009,"gpt":0.2263376227522264,"spread":0.2093410409782263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004869205,0.0001985258,0.0007114038,0.0008187304,0.00004723782,0.00004718129,0.0003924104,0.00008082562,0.0004998406],"category_scores_gemma":[0.00006327709,0.0001987801,0.0002484031,0.0021915,0.0002091649,0.0003909066,0.0001335536,0.000102904,0.00002676098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652113,"about_ca_system_score_gemma":0.00003799642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02642473,"about_ca_topic_score_gemma":0.02037771,"domain_scores_codex":[0.9984273,0.00006067811,0.0005235874,0.0003344138,0.0003895674,0.0002644315],"domain_scores_gemma":[0.9988102,0.0001731869,0.0003550071,0.0003321239,0.0003138649,0.00001556169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000671882,0.0001937634,0.6447056,0.0001619498,0.0001467871,0.000003590562,0.0000331127,0.001121,0.0005176315,0.3524428,0.000005916565,0.0006006751],"study_design_scores_gemma":[0.0006553726,0.00001273773,0.9528636,0.0002230001,0.000270089,4.181952e-7,0.0002935618,0.002020875,0.0003423112,0.0009560156,0.04214878,0.0002132414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588873,0.00006568342,0.001407453,0.0002517968,0.0001429202,0.000149231,0.00001526713,0.00003534425,0.03904505],"genre_scores_gemma":[0.9990528,0.000008101716,0.00006785756,0.0003591787,0.0001533292,0.00001270303,0.0001064529,0.0000155895,0.0002240111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3514868,"threshold_uncertainty_score":0.9974979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}