{"id":"W7042879747","doi":"","title":"Report on the review of research degree programmes : England and Northern Ireland : sharing good practice","year":2007,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal Veterinary College; Keele University; University of Surrey; Durham University; Loughborough University; University of Sussex; University of Leeds; King's College London; Imperial College London; University of Warwick; University College London; University of Southampton; University of Exeter; University of Worcester; University of Roehampton; London School of Economics and Political Science; Middlesex University; University of Hull; Kingston University; Nottingham Trent University; University of Wolverhampton; Edge Hill University; Sheffield Hallam University; University of East London; Liverpool Hope University; Liverpool John Moores University; Staffordshire University; Teesside University; University of Hertfordshire; De Montfort University; London School of Hygiene and Tropical Medicine; University of Portsmouth; University of Leicester; Manchester Metropolitan University; Oxford Brookes University; London Metropolitan University; Queen Mary University of London; University of Northampton; Queen's University; London South Bank University; Trent University; University of Gloucestershire; Royal College of Art; Cancer Research Institute","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Emperipolesis; Demotion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002330935,0.0004357481,0.0005757573,0.001743993,0.000420912,0.0001127298,0.0009409495,0.0002008628,0.000266693],"category_scores_gemma":[0.003492118,0.0003913147,0.0001901007,0.001799162,0.0008938817,0.000338061,0.000627542,0.001061045,0.0003571183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825534,"about_ca_system_score_gemma":0.00102414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000864726,"about_ca_topic_score_gemma":0.00134461,"domain_scores_codex":[0.996157,0.000543593,0.0004041256,0.0009896283,0.001317843,0.0005878231],"domain_scores_gemma":[0.9941766,0.002398482,0.001061754,0.00141159,0.0006243823,0.0003271847],"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":[0.001093491,0.002046842,0.01111928,0.005230732,0.0008398223,0.001035874,0.002835671,9.280183e-7,0.000003295579,0.03790493,0.8920473,0.04584184],"study_design_scores_gemma":[0.0005669017,0.0001883042,0.001475579,0.008789959,0.0001488779,0.0003858216,0.004773416,0.000007656702,0.000001118262,0.000258392,0.9830403,0.000363677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005828061,0.005498031,0.00002826882,0.002746759,0.0000857844,0.003010248,0.001760241,0.0001800721,0.9808626],"genre_scores_gemma":[0.004634939,0.002005917,0.0005723495,0.0003496969,0.0003553328,0.00002702459,0.00146628,0.0006010709,0.9899874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09099299,"threshold_uncertainty_score":0.9998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045669963557564,"score_gpt":0.299791454586508,"score_spread":0.2693347549509323,"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."}}