{"id":"W2392128014","doi":"","title":"Dynamic Evaluation on Operational Efficiency of Publicly Traded Sports Companies Home and Abroad——DEA-Malmquist TFP Index","year":2012,"lang":"en","type":"article","venue":"Wuhan Ti-Yuan xuebao","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total factor productivity; Data envelopment analysis; Malmquist index; Index (typography); Productivity; Quarter (Canadian coin); Business; Sample (material); Economics; Economic growth; Statistics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008231523,0.0003241216,0.0006174005,0.001094068,0.0004165955,0.0004128167,0.0007508695,0.0001624767,0.001106639],"category_scores_gemma":[0.001837997,0.0002578666,0.0001878303,0.001959448,0.000474833,0.000960025,0.0001378429,0.0002527034,0.0001488928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533777,"about_ca_system_score_gemma":0.0002246146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009945393,"about_ca_topic_score_gemma":0.0001299224,"domain_scores_codex":[0.9926076,0.0004460979,0.001234506,0.0007802953,0.004348717,0.0005827658],"domain_scores_gemma":[0.9967102,0.0007293235,0.0006217412,0.0008947818,0.0007781318,0.0002657538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004504793,0.005788268,0.8015077,0.0001022588,0.0002529252,0.00001681487,0.01658488,0.04450759,0.01242634,0.04544816,0.006959255,0.06595536],"study_design_scores_gemma":[0.0009187299,0.0002411144,0.7400877,0.00005999524,0.000097032,0.00002672691,0.00117108,0.2518911,0.0006132122,0.002646126,0.0017833,0.0004639106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913037,0.0008548924,0.001790764,0.0006810364,0.0005949746,0.000400916,0.00002629572,0.0000546057,0.004292808],"genre_scores_gemma":[0.9982412,0.000009670149,0.000435454,0.0001894322,0.0001034151,0.00001808378,0.00003533723,0.00002308063,0.0009442766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073835,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06761286819892544,"score_gpt":0.38840721502722,"score_spread":0.3207943468282946,"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."}}