{"id":"W2033253291","doi":"10.5430/bmr.v3n3p20","title":"Research on Exhibition Evaluation Based on 400 Exhibition Economy Information Journal","year":2014,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Status quo; China; Convention; Economy; Political science; Visual arts; Economics; Law; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02098778,0.0001222074,0.0001245149,0.00178179,0.002606315,0.001470462,0.0002587869,0.00008723686,0.0006829481],"category_scores_gemma":[0.000340262,0.0001134525,0.00003975611,0.00136642,0.0002995179,0.0009283003,0.000130955,0.0004009891,0.0003236379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549055,"about_ca_system_score_gemma":0.0001711746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007168346,"about_ca_topic_score_gemma":0.0003999714,"domain_scores_codex":[0.9950187,0.00149021,0.0002952797,0.0003044365,0.002285685,0.000605644],"domain_scores_gemma":[0.9972264,0.000310473,0.00008685786,0.0002960142,0.001920283,0.0001599393],"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":[0.0001092132,0.0001645279,0.00006178416,0.0001414142,0.00001198319,0.000002719803,0.0004333207,0.001882472,0.000001928983,0.5893956,0.03170514,0.3760899],"study_design_scores_gemma":[0.00154154,0.0003678978,0.01723068,0.0004507595,0.00002093499,5.847724e-7,0.007937072,0.02936851,0.00001074578,0.0452416,0.8976022,0.0002274572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0262151,0.00002243609,0.008190657,0.0265661,0.0002877616,0.001815508,0.000002591914,0.00005490438,0.9368449],"genre_scores_gemma":[0.9969056,0.0006242032,0.0001575626,0.0004626934,0.0004131731,0.0003214166,0.0000635082,0.000009134064,0.001042694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9706905,"threshold_uncertainty_score":0.9995661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497783261520034,"score_gpt":0.4259391874926348,"score_spread":0.2761608613406313,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}