{"id":"W4312308001","doi":"10.18438/b83p5g","title":"UK Library and Information Research Group (CILIP) Research Award 2008","year":2007,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Library science; General partnership; Sociology; Closing (real estate); Public relations; Management; Computer science; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.01795781,0.001680063,0.002358512,0.00505863,0.002790481,0.01882681,0.002757544,0.009137671,0.4206764],"category_scores_gemma":[0.04854122,0.001033733,0.001284465,0.004867632,0.002178504,0.00792065,0.009845449,0.00615817,0.3201257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430599,"about_ca_system_score_gemma":0.03290104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184306,"about_ca_topic_score_gemma":0.02835917,"domain_scores_codex":[0.9796323,0.003075228,0.001678394,0.001295942,0.01067495,0.003643147],"domain_scores_gemma":[0.9428177,0.00542202,0.002266661,0.00486381,0.02726673,0.01736324],"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":[0.00005476006,0.00001475816,0.00006034665,0.0001641732,0.000002594889,0.00004204434,0.00004724017,0.00001670726,0.00005383218,0.002959278,0.9729268,0.02365745],"study_design_scores_gemma":[0.00001589518,0.00002706049,0.0004142737,0.0001280902,0.000002635649,0.00004349997,0.00008288924,0.00002132946,0.00003937875,0.0003054029,0.9989127,0.000006946912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002179124,0.02096179,0.002444583,0.1650557,0.07666118,0.00126693,0.02010019,0.002796373,0.7085342],"genre_scores_gemma":[0.004544751,0.00637692,0.001758313,0.006272893,0.002776646,0.0003278502,0.007561889,0.0005451342,0.9698355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5793236,"threshold_uncertainty_score":0.8263348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970187427452938,"score_gpt":0.3959524460865963,"score_spread":0.3162505718120669,"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."}}