{"id":"W2091348122","doi":"10.5539/ass.v10n24p285","title":"The Development of the Assessment Methods of the Organizational Potential of the Institutions of High Education","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structuring; Higher education; Institution; Task (project management); Work (physics); Business; Russian federation; Organizational structure; Element (criminal law); Public relations; Political science; Knowledge management; Computer science; Economics; Management; Economic growth; Engineering","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"],"consensus_categories":["sts"],"category_scores_codex":[0.008119616,0.000073471,0.000172245,0.00008226061,0.001859646,0.00005582756,0.003014898,0.00004068511,0.00003496342],"category_scores_gemma":[0.004552425,0.00003015988,0.0001412729,0.00513129,0.003527122,0.000129074,0.0005427955,0.0001042549,0.000001531932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009853965,"about_ca_system_score_gemma":0.004984859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005312421,"about_ca_topic_score_gemma":0.0001086372,"domain_scores_codex":[0.9956439,0.0007456468,0.0007430078,0.0002237996,0.002493202,0.0001504795],"domain_scores_gemma":[0.9965416,0.0004478777,0.001079226,0.0006362097,0.001269526,0.00002559451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000277331,0.0002422994,0.01281266,0.000005374677,0.00002197322,5.164567e-9,0.006282146,0.000518347,0.06308394,0.7262485,0.0002495428,0.1905324],"study_design_scores_gemma":[0.0000566165,0.000006858234,0.9256948,0.00001748043,0.00002820078,3.683057e-7,0.002418221,0.0002888867,0.03930062,0.03095553,0.00118628,0.00004612049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7020025,0.00002804583,0.1937378,0.01561943,0.003568718,0.0005845573,0.00001556501,0.000008107995,0.08443529],"genre_scores_gemma":[0.9886792,4.857908e-7,0.01102192,0.00005926667,0.00003702945,0.000003104924,2.257415e-7,0.000002411142,0.0001963931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9128821,"threshold_uncertainty_score":0.9994398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04469486651395357,"score_gpt":0.4375473223307674,"score_spread":0.3928524558168138,"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."}}