{"id":"W7019550465","doi":"","title":"House of Commons Library: Briefing Paper Number 8538, 16 March 2020: The Review of University Admissions","year":2020,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Disadvantaged; Higher education; Raising (metalworking); 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":[0.01249285,0.001000321,0.001792473,0.008379994,0.002398692,0.01208779,0.003178666,0.005673866,0.1976956],"category_scores_gemma":[0.06178465,0.0007766204,0.001259161,0.01235965,0.002541365,0.007137448,0.004723206,0.003411054,0.1278466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00765156,"about_ca_system_score_gemma":0.02511252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583855,"about_ca_topic_score_gemma":0.03792146,"domain_scores_codex":[0.9852385,0.002872062,0.001867766,0.0008971193,0.007780643,0.001343828],"domain_scores_gemma":[0.9430318,0.01040478,0.004372663,0.0029601,0.03193463,0.007296057],"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":[0.000015727,0.000009655355,0.0001025383,0.001473013,0.000004581382,0.00002094444,0.00006349671,0.00001454543,0.00003526384,0.0006160078,0.9528542,0.04478999],"study_design_scores_gemma":[0.000004677851,0.00001745033,0.0009647375,0.002764241,0.000005490729,0.00002436902,0.0001242496,0.000005436866,0.00002284592,0.0002100984,0.9958469,0.000009424616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009501976,0.4071452,0.0005638434,0.1547693,0.2791563,0.0006138023,0.005771966,0.0009495119,0.15008],"genre_scores_gemma":[0.008950269,0.3543063,0.001125125,0.08478061,0.07757599,0.0008640748,0.00560456,0.0009584451,0.4658346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1976956,"threshold_uncertainty_score":0.6613578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007242953767566599,"score_gpt":0.2079157178685547,"score_spread":0.2006727641009881,"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."}}