{"id":"W7032636655","doi":"","title":"UKERNA SLA 2004-5","year":2004,"lang":"en","type":"other","venue":"JISC Information Environment Repository (Jisc)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; University of Birmingham; University of Bristol; Cardiff University; University of Glasgow; University of Oxford; University of Reading; University of Nottingham; University of Leeds; University of Aberdeen; University of Greenwich; University of Dundee","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002370123,0.001370444,0.001188977,0.002949256,0.003289418,0.008936046,0.003182951,0.002517241,0.4808175],"category_scores_gemma":[0.004334584,0.001082381,0.0008893582,0.003141677,0.0008510777,0.005194193,0.003990284,0.001882516,0.4801062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947436,"about_ca_system_score_gemma":0.003394682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05123465,"about_ca_topic_score_gemma":0.07457197,"domain_scores_codex":[0.9985924,0.0002842422,0.000103155,0.0002012515,0.0004896612,0.0003291948],"domain_scores_gemma":[0.9971763,0.0002424047,0.0001101964,0.0009565061,0.001113988,0.0004006031],"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":[0.0001523769,0.00008341827,0.0002243322,0.000112934,0.000007746103,0.00006515838,0.0000883404,0.0001602217,0.0004315268,0.007520651,0.954898,0.03625519],"study_design_scores_gemma":[0.00003375363,0.00001542926,0.0004822468,0.00008263385,0.000008130304,0.00004636723,0.00007316284,0.000727599,0.0006268949,0.001852046,0.9960344,0.00001738506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002568509,0.0006108005,0.01469017,0.002122718,0.001026188,0.0003490935,0.02710671,0.06069418,0.8908315],"genre_scores_gemma":[0.005855809,0.0002472644,0.006835149,0.0003790864,0.00007571843,0.0001254703,0.02785794,0.009617632,0.949006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4808175,"threshold_uncertainty_score":0.7405508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003201154716119052,"score_gpt":0.1720406893171377,"score_spread":0.1688395346010186,"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."}}