{"id":"W2566670011","doi":"10.1088/2058-7058/17/3/16","title":"US institutions dominate world university rankings","year":2004,"lang":"en","type":"article","venue":"Physics World","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Engineering physics; Business; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002695153,0.0004476733,0.0005516778,0.004605741,0.002831712,0.007832687,0.0003863338,0.0004972694,0.02644686],"category_scores_gemma":[0.007696186,0.0001878685,0.0002164398,0.01266953,0.001019672,0.002643581,0.002256107,0.0008061021,0.002444924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003552535,"about_ca_system_score_gemma":0.003523743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0306662,"about_ca_topic_score_gemma":0.07836296,"domain_scores_codex":[0.9955363,0.0007762148,0.0001779155,0.00029146,0.001711433,0.001506646],"domain_scores_gemma":[0.9934644,0.001038813,0.0009864577,0.0004095963,0.002727422,0.001373316],"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":[0.0002344015,0.00006368148,0.09602603,0.0003896758,0.0001197904,0.0001563717,0.002897846,0.0006244105,0.0005837862,0.3386075,0.2923617,0.2679347],"study_design_scores_gemma":[0.00003167602,0.00005962767,0.1053217,0.0002774504,0.00005349615,0.0001387553,0.008758914,0.0005157833,0.000640473,0.03467652,0.8494765,0.00004902682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2199264,0.01903528,0.002465797,0.02726703,0.001185091,0.00006407848,0.00593332,0.0004947393,0.7236282],"genre_scores_gemma":[0.9452461,0.004950487,0.0007123862,0.004506603,0.0003753829,0.00002605465,0.001829391,0.0001375642,0.0422161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9953942,"threshold_uncertainty_score":0.0884735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836058237444805,"score_gpt":0.3007710751332938,"score_spread":0.2724104927588458,"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."}}