{"id":"W7123382889","doi":"","title":"QU ranked 77th best university in Asia","year":2017,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; South asia; Quarter (Canadian coin); China; East Asia","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":[],"consensus_categories":[],"category_scores_codex":[0.001617961,0.0005996021,0.001054664,0.002973743,0.003153435,0.004580663,0.000342023,0.0007847852,0.06055567],"category_scores_gemma":[0.002118312,0.0001900942,0.0004165924,0.003259009,0.0005677487,0.0009811159,0.001324077,0.001000121,0.02035123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004772923,"about_ca_system_score_gemma":0.009104229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03043895,"about_ca_topic_score_gemma":0.08720145,"domain_scores_codex":[0.9982983,0.0001521428,0.00008458608,0.0001042389,0.0005922423,0.0007683835],"domain_scores_gemma":[0.995186,0.00009576169,0.0001854186,0.00008702594,0.002228145,0.002217726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004037186,0.0001026873,0.02173863,0.0005766343,0.00003425379,0.0003347976,0.0004200081,0.0002809747,0.001597876,0.008880412,0.8655882,0.1000419],"study_design_scores_gemma":[0.00005237347,0.0002484276,0.09204515,0.0003065431,0.00003884887,0.0003726716,0.002028102,0.0008195904,0.003207527,0.001551865,0.8992684,0.00006032084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2092126,0.01948247,0.00197391,0.08537942,0.02345525,0.0002838568,0.04822222,0.002259193,0.6097311],"genre_scores_gemma":[0.5077163,0.006220723,0.003177165,0.007449246,0.002863133,0.00009264245,0.0136768,0.0003723627,0.4584317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06055567,"threshold_uncertainty_score":0.2025789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647628372555301,"score_gpt":0.2489574333123641,"score_spread":0.222481149586811,"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."}}