{"id":"W7123379598","doi":"","title":"Qatar University: Past and future","year":2018,"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":"Bin; Class (philosophy); Quarter (Canadian coin); World class; Period (music)","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":[0.004361552,0.0005522644,0.0004970651,0.001269334,0.005760137,0.006981479,0.001118498,0.003747136,0.05166345],"category_scores_gemma":[0.00270622,0.0002249234,0.0004224115,0.002726529,0.002946227,0.005868036,0.004058531,0.004132549,0.009284863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007406904,"about_ca_system_score_gemma":0.02093657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986377,"about_ca_topic_score_gemma":0.05478501,"domain_scores_codex":[0.9985216,0.0003085357,0.00005550352,0.0001379573,0.0002406364,0.0007357922],"domain_scores_gemma":[0.9950891,0.0002109695,0.0002202272,0.0001138531,0.001239795,0.003126005],"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":[0.0001828204,0.0003083351,0.005582168,0.001300925,0.00001308979,0.0003013519,0.00187586,0.0001042952,0.0002961547,0.05813802,0.685321,0.2465761],"study_design_scores_gemma":[0.00001556077,0.00007765138,0.01001705,0.001245375,0.000009500405,0.0001437207,0.005690499,0.000090985,0.0001124081,0.004921598,0.9776519,0.00002363743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008784075,0.240886,0.0003207442,0.6661747,0.01576755,0.00002967359,0.001018186,0.0001017248,0.06691728],"genre_scores_gemma":[0.2900104,0.3893718,0.003618208,0.1343693,0.01790511,0.0001431328,0.002489632,0.00009589523,0.1619965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05166345,"threshold_uncertainty_score":0.1728315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008906301731455464,"score_gpt":0.1996517838803051,"score_spread":0.1907454821488497,"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."}}