{"id":"W7123383452","doi":"","title":"QU moves third in QS Arab Region University Rankings 2021","year":2020,"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":"Government (linguistics); Subject (documents); Middle East; Quarter (Canadian coin)","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":[0.005429551,0.000782556,0.0007089309,0.001856911,0.005796907,0.008177921,0.0006679734,0.002580409,0.07336782],"category_scores_gemma":[0.008630067,0.0003243601,0.0006046918,0.001764875,0.0008262198,0.002068914,0.00290374,0.004139885,0.02510753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00709036,"about_ca_system_score_gemma":0.01650738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06761626,"about_ca_topic_score_gemma":0.1026198,"domain_scores_codex":[0.9941438,0.0007699518,0.0002016427,0.0002182383,0.002915993,0.001750504],"domain_scores_gemma":[0.9899952,0.0003396625,0.0003618346,0.0001865519,0.005539656,0.00357699],"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":[0.0001265594,0.00005880453,0.002871688,0.00008373486,0.0000140692,0.00007080636,0.0001721341,0.0002135333,0.0006837744,0.01721339,0.9403502,0.03814123],"study_design_scores_gemma":[0.00002234936,0.00007017895,0.01370495,0.00006425522,0.000006000854,0.0000547653,0.0005625158,0.0004080721,0.0006482966,0.001516399,0.982904,0.00003813471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05624978,0.007931277,0.005539321,0.4090013,0.08301432,0.0003103215,0.01902505,0.0026292,0.4162995],"genre_scores_gemma":[0.3006327,0.003357982,0.006397949,0.05566516,0.00843008,0.0002080066,0.01039243,0.001095536,0.6138202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07336782,"threshold_uncertainty_score":0.2454398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175538232437263,"score_gpt":0.2014929261567715,"score_spread":0.1797375438323988,"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."}}