{"id":"W6995185911","doi":"","title":"UKERNA SLA 2005-6","year":2005,"lang":"en","type":"other","venue":"JISC Information Environment Repository (Jisc)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Birmingham; University of Bristol; Cardiff University; University of Glasgow; University of Reading; University of Nottingham; University of Leeds; University of Oxford; University of Greenwich; University of Dundee","keywords":"Mean time between failures; Service (business); Failure rate; Remainder; Duration (music)","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":[0.0001523311,0.0004750544,0.0005081909,0.0004248637,0.0001399011,0.00008139248,0.0001801552,0.0004547921,0.01253209],"category_scores_gemma":[0.0000143243,0.0003901569,0.0002533256,0.00006516252,0.0001464325,0.0003481347,0.0001076437,0.000460867,0.009345897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241513,"about_ca_system_score_gemma":0.0001428439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661159,"about_ca_topic_score_gemma":0.0000108835,"domain_scores_codex":[0.9972702,0.00005066537,0.0006793705,0.0003124167,0.001126984,0.0005604022],"domain_scores_gemma":[0.9981254,0.00002182434,0.0004854455,0.0009100614,0.00001637381,0.0004408616],"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":[0.0001001252,0.0003551681,0.004266209,0.0002576246,0.0005192165,0.0001208471,0.000164564,0.00004298837,0.000117576,0.0001417856,0.9820352,0.01187865],"study_design_scores_gemma":[0.001640264,0.0002536986,0.00691195,0.0002172747,0.000186313,0.0001536054,0.00005802274,0.00009611237,0.0006945668,0.00000209171,0.9894525,0.0003335955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003900389,0.001255554,0.0002122641,0.000781918,0.0003557321,0.001343869,0.00007180907,0.0002619591,0.9953269],"genre_scores_gemma":[0.004092388,0.002122968,0.001335687,0.0004571853,0.001167535,0.0002266749,0.001086867,0.0001773829,0.9893333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01154505,"threshold_uncertainty_score":0.999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00521489348213699,"score_gpt":0.2214478815916027,"score_spread":0.2162329881094657,"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."}}