{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"a81aa9d09b47","filters":{"venue":"International Journal of Management Science Research"}},"results":[{"id":"W4395073613","doi":"10.53469/ijomsr.2024.07(02).05","title":"Research on Global Exhibition Industry Management Models and Their Implications for China's Regional Exhibition Industry","year":2024,"lang":"en","type":"article","venue":"International Journal of Management Science Research","topic":"Conferences and Exhibitions Management","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":"Exhibition; China; Business; Political science; Visual arts; Art","authors":[{"name":"Zhigang Dun","is_ca":false},{"name":"Fanjing Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2438558107008049,"gpt":0.5070204762591044,"spread":0.2631646655582995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01449259,0.0001517015,0.0001478014,0.002370828,0.001512599,0.001807819,0.001542604,0.0001919227,0.0001154592],"category_scores_gemma":[0.0001215919,0.0001304998,0.0001174699,0.002501917,0.001524801,0.001397624,0.0006107833,0.001197328,0.0000197255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612091,"about_ca_system_score_gemma":0.0004580829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002020892,"about_ca_topic_score_gemma":0.00008460884,"domain_scores_codex":[0.9949565,0.0003250294,0.0004723879,0.0005873996,0.002907292,0.0007513819],"domain_scores_gemma":[0.9973004,0.0003336763,0.0001141897,0.0002694476,0.001675435,0.0003068832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006710611,0.0001683879,0.0001122595,0.00004442885,0.000100484,0.000026528,0.0006923666,0.0008719757,0.00002803391,0.8636706,0.01863628,0.1155815],"study_design_scores_gemma":[0.0007574054,0.0003797238,0.02206773,0.001416311,0.00002917608,0.00003292653,0.03381613,0.004648953,0.00004623696,0.7830599,0.1534723,0.0002731291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2657501,0.0008082995,0.03883389,0.2532873,0.002505976,0.003024775,0.0001470096,0.000137367,0.4355052],"genre_scores_gemma":[0.9942114,0.001756796,0.0008506671,0.0001751193,0.0007110026,0.0001413957,0.00001009574,0.0000115216,0.002132054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7284613,"threshold_uncertainty_score":0.9997873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}