{"id":"W2374702432","doi":"","title":"Assessment on Different Schemes of Industrial Structure Adjustment Based on DEA","year":2004,"lang":"en","type":"article","venue":"东北农业大学学报(英文版)","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Scheme (mathematics); Field (mathematics); Computer science; Mathematical optimization; Operations research; Industrial engineering; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009662381,0.0002006623,0.0002112832,0.0001412102,0.00003839283,0.00001943511,0.0001169972,0.0001438939,0.0006468382],"category_scores_gemma":[0.00002899601,0.0001717909,0.00007105,0.0001403643,0.00001872308,0.00004940756,0.0000131008,0.0002301448,0.00001320362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705418,"about_ca_system_score_gemma":0.00007069707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005890851,"about_ca_topic_score_gemma":0.000009596048,"domain_scores_codex":[0.9988325,0.0000430896,0.0002861436,0.0001843295,0.0004762413,0.0001777107],"domain_scores_gemma":[0.9994622,0.00005412454,0.0000605157,0.000284827,0.00005346542,0.00008485228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002334389,0.00009873688,0.0002588413,0.00001798098,0.00002672228,7.485859e-7,0.00007375114,0.9907238,0.001231039,0.004463885,0.0003658337,0.002715316],"study_design_scores_gemma":[0.007495841,0.0005626965,0.0145908,0.0002827152,0.00007477794,7.292119e-7,0.0001044391,0.8808078,0.09349667,0.000812838,0.001251334,0.0005193897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984826,0.00006776839,0.09098698,0.0004134339,0.001303987,0.0007140476,0.0001125786,0.0003046776,0.007613942],"genre_scores_gemma":[0.9960334,0.00001183144,0.003361548,0.0002684116,0.0001379402,0.00002083562,0.00009203809,0.00003115788,0.00004279356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109916,"threshold_uncertainty_score":0.7082425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346977288246894,"score_gpt":0.2755616407422926,"score_spread":0.2420918678598237,"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."}}