{"id":"W7123379675","doi":"","title":"QU announces elections for Sixth Cycle of Faculty Senate","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":"Work (physics); Government (linguistics); 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":[0.005534477,0.000400996,0.0007268002,0.0008063632,0.005627615,0.003873094,0.0009182186,0.005207584,0.07240725],"category_scores_gemma":[0.007165529,0.0005181293,0.0008394843,0.0004653629,0.0008078226,0.001055697,0.002031896,0.007434285,0.01859409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004615325,"about_ca_system_score_gemma":0.009062494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03802622,"about_ca_topic_score_gemma":0.116695,"domain_scores_codex":[0.9972411,0.0003246099,0.0001046933,0.0002066897,0.001029887,0.001092935],"domain_scores_gemma":[0.9941092,0.0007076554,0.0002823001,0.0002558437,0.002159267,0.002485796],"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":[0.0003362464,0.0001057401,0.001927287,0.00006952329,0.00001105016,0.000275051,0.0002429382,0.00004820241,0.0008943384,0.009283955,0.9781934,0.008612227],"study_design_scores_gemma":[0.00005271397,0.0001093963,0.01136252,0.000027206,0.000005520745,0.00004543414,0.0001811993,0.000123811,0.0005449697,0.000609796,0.9869112,0.00002629273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04512549,0.004486369,0.002435015,0.2503355,0.08465742,0.002714986,0.02357822,0.002174828,0.5844921],"genre_scores_gemma":[0.08419869,0.0006550331,0.001910247,0.05524558,0.009637347,0.0005720464,0.004883626,0.0003727109,0.8425248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07240725,"threshold_uncertainty_score":0.2422264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551237250052108,"score_gpt":0.2714143496271251,"score_spread":0.245901977126604,"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."}}