{"id":"W7123372481","doi":"","title":"Total number of graduates of Qatar University crossed 50,000","year":2019,"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":"Graduation (instrument); Ceremony; Work (physics); 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":[0.0006205128,0.0004424753,0.0003290316,0.001316943,0.001373375,0.001019327,0.0003257841,0.0005058132,0.06940056],"category_scores_gemma":[0.0007422094,0.0001812877,0.0003634485,0.001256897,0.0002391668,0.0004270438,0.001198934,0.0008243725,0.02280875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009693155,"about_ca_system_score_gemma":0.002759148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747861,"about_ca_topic_score_gemma":0.02054168,"domain_scores_codex":[0.9993043,0.00009310905,0.0000535506,0.00009627936,0.0001862893,0.0002663766],"domain_scores_gemma":[0.9992384,0.00004509189,0.00006614602,0.00002211736,0.0002483178,0.0003799575],"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":[0.0004173061,0.0003940472,0.1817927,0.0007754383,0.00005418142,0.001093251,0.002260689,0.0002732621,0.007166364,0.004829952,0.5893168,0.2116258],"study_design_scores_gemma":[0.00002856895,0.0001737585,0.2584005,0.0001654358,0.00001211914,0.0007268708,0.002088144,0.0002900794,0.0006455839,0.0002408517,0.7372063,0.00002187654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6145451,0.01585398,0.001799787,0.02077698,0.005331276,0.0006830964,0.08306158,0.001711581,0.2562366],"genre_scores_gemma":[0.3627377,0.005967477,0.001459566,0.006745092,0.00117107,0.0002460463,0.02429431,0.0001300242,0.5972488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06940056,"threshold_uncertainty_score":0.232168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034457262496457,"score_gpt":0.2210372794360438,"score_spread":0.2106927068110793,"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."}}