{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001713861,0.0005437738,0.0009951869,0.000558198,0.0003389973,0.00003838422,0.001937788,0.0002106053,0.0105907],"category_scores_gemma":[0.0004463111,0.0005675581,0.0006461449,0.002659144,0.0008149615,0.0006999025,0.001300434,0.0007264365,0.0009073476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209544,"about_ca_system_score_gemma":0.002772145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007375576,"about_ca_topic_score_gemma":0.0002658867,"domain_scores_codex":[0.9968333,0.0008731774,0.0003979492,0.0007575473,0.0006996993,0.0004383513],"domain_scores_gemma":[0.9959069,0.0008808699,0.001141804,0.001294193,0.0001265445,0.0006496412],"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":[0.0003574593,0.0005181045,0.0007541968,0.002155503,0.0003476177,0.00004365318,0.0005971129,0.000001694721,0.0000165741,0.00933037,0.984637,0.001240717],"study_design_scores_gemma":[0.0006695526,0.0000590283,0.001109851,0.007664912,0.0003545693,0.00002536654,0.006415767,0.00001167522,0.000004292976,0.0001303899,0.9830593,0.0004953155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003753248,0.002824731,0.00009239134,0.01314469,0.0001048579,0.001873791,0.03474952,0.000470144,0.9463646],"genre_scores_gemma":[0.005567594,0.006939392,0.001100463,0.002398126,0.000222232,0.000003495273,0.004361057,0.00114753,0.9782601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03189556,"threshold_uncertainty_score":0.9998705,"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."}}