{"id":"W2358562226","doi":"","title":"Examples and Analysis on University Ranking in Foreign Countries","year":2009,"lang":"en","type":"article","venue":"Higher Education(Research & Evaluation)","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Political science; Regional science; Computer science; Geography; Information retrieval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002281369,0.0001162471,0.0001551448,0.001303375,0.0001971503,0.0001065542,0.0001423497,0.00007167604,0.002622756],"category_scores_gemma":[0.0001006147,0.0001294711,0.00003729145,0.001884967,0.00005964131,0.0003518056,0.00001344664,0.0001892381,0.00006898988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333951,"about_ca_system_score_gemma":0.0003198812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003023169,"about_ca_topic_score_gemma":0.00004515241,"domain_scores_codex":[0.9979496,0.0003827294,0.0002090255,0.0002622035,0.0009425411,0.000253907],"domain_scores_gemma":[0.9986642,0.0002619896,0.00002882279,0.0002594161,0.0006866539,0.00009893931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003344506,0.0001545598,0.01375598,0.00002115065,0.0001045469,8.170256e-7,0.001233164,0.7023662,0.00004400713,0.2602192,0.00554758,0.01651926],"study_design_scores_gemma":[0.0007837776,0.00004722764,0.5832666,0.00003547142,0.0001289379,4.608153e-7,0.0004953687,0.3816887,0.00005297064,0.01829425,0.01497602,0.0002301511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700078,0.003109396,0.01255055,0.00609191,0.0004371591,0.002209177,0.00002882631,0.0003861849,0.205179],"genre_scores_gemma":[0.995895,0.0002799062,0.001675671,0.0002202366,0.00007004746,0.00002527455,0.0001421241,0.00001108597,0.001680705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5695106,"threshold_uncertainty_score":0.998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09433096548645455,"score_gpt":0.3831554564808344,"score_spread":0.2888244909943798,"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."}}