{"id":"W7020091815","doi":"","title":"An investigative study to support the Higher Education Governance Review","year":2011,"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":"Monash University; Atlantic Canada Opportunities Agency; University of Cambridge; Scottish Government","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000297011,0.0007550777,0.000729454,0.0007171305,0.0004076275,0.0001280704,0.002256074,0.0001336725,0.006398185],"category_scores_gemma":[0.0001594506,0.0007406366,0.0002446387,0.002010511,0.0005813419,0.0008048222,0.0004763858,0.0005888672,0.009630494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121185,"about_ca_system_score_gemma":0.003353023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723936,"about_ca_topic_score_gemma":0.001742381,"domain_scores_codex":[0.9962041,0.0007047734,0.0003765817,0.00131902,0.0008372053,0.0005583519],"domain_scores_gemma":[0.9957289,0.0001241925,0.0009744302,0.00209363,0.0002740761,0.0008047964],"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":[0.0001026404,0.003285333,0.0006937266,0.0002097223,0.0001827847,0.00001388093,0.003571359,7.88298e-7,0.000004877672,0.01687679,0.9694824,0.005575746],"study_design_scores_gemma":[0.0003892549,0.0005444686,0.01790009,0.001444599,0.000296494,0.00001300654,0.01122283,0.000001068677,0.000001118303,0.0004666437,0.9669204,0.0007999876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002903518,0.001509729,0.00001611209,0.002364477,0.0006502218,0.006682591,0.008961442,0.0004788072,0.9764331],"genre_scores_gemma":[0.01299728,0.00017204,0.0004041433,0.00412385,0.0005028464,0.00009383266,0.002230247,0.000736287,0.9787394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01720637,"threshold_uncertainty_score":0.9995044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877546516904552,"score_gpt":0.2521045396860521,"score_spread":0.2333290745170065,"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."}}