{"id":"W7014948437","doi":"","title":"Review of student support arrangements in other countries (BIS research paper no.10)","year":2010,"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":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Hyporeflexia; Liquation; Hemopericardium; Proteogenomics","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":[0.005713452,0.0003586141,0.0008965817,0.01084616,0.0005191136,0.002356015,0.000747807,0.0005352966,0.0145418],"category_scores_gemma":[0.0135197,0.0002637453,0.0005348726,0.02868412,0.0005461502,0.001403005,0.001015612,0.0005646575,0.00180878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670109,"about_ca_system_score_gemma":0.01144282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426601,"about_ca_topic_score_gemma":0.04267068,"domain_scores_codex":[0.9961942,0.001789233,0.0006288819,0.0001762908,0.0009758555,0.0002355147],"domain_scores_gemma":[0.9897338,0.00467269,0.001648804,0.0003466557,0.003301798,0.0002962349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000231723,0.0000524762,0.002883865,0.08841679,0.0003808065,0.0001341159,0.002001056,0.0003979866,0.0003974827,0.0219484,0.3033437,0.5798116],"study_design_scores_gemma":[0.00001905159,0.0000451305,0.01499628,0.03131885,0.0001889559,0.00008001325,0.001203369,0.00003068302,0.000243637,0.0004092769,0.9514523,0.00001248114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004114373,0.9544571,0.0002803903,0.00445917,0.001846381,0.000110739,0.005624738,0.00002745467,0.02907972],"genre_scores_gemma":[0.04312201,0.9414179,0.000928462,0.001691267,0.0004020151,0.0001886884,0.004835178,0.00004866938,0.007365767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02426601,"threshold_uncertainty_score":0.04864717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884611444722495,"score_gpt":0.3002433481447953,"score_spread":0.2813972336975703,"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."}}