{"id":"W7061816198","doi":"","title":"Shared Services Study Report 2 - The software currently in use for administrative systems in UK FE and HE","year":2012,"lang":"en","type":"other","venue":"JISC Information Environment Repository (Jisc)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dominance (genetics); Higher education; Product (mathematics); Market share; Quarter (Canadian coin); Blackboard (design pattern); Variety (cybernetics)","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":[0.0009841907,0.0001906449,0.0002504846,0.002458988,0.001342898,0.002511551,0.000532257,0.0005830014,0.02954612],"category_scores_gemma":[0.004800392,0.0002896164,0.00031246,0.003252983,0.0007155123,0.001861022,0.003377567,0.000834625,0.007023016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004765511,"about_ca_system_score_gemma":0.003486875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2119519,"about_ca_topic_score_gemma":0.3078566,"domain_scores_codex":[0.9967886,0.0003198508,0.0003111874,0.0003119684,0.001537351,0.0007310218],"domain_scores_gemma":[0.9918877,0.001104015,0.002118406,0.0003612749,0.002430523,0.002098117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002197336,0.0003637494,0.8019288,0.0004247902,0.0000325088,0.001073094,0.04805097,0.00008938638,0.001373946,0.002686267,0.07899497,0.06476182],"study_design_scores_gemma":[0.000005931868,0.0001719563,0.9073085,0.00008778006,0.000005631336,0.0003465179,0.03288672,0.00007637315,0.0002252467,0.00007502986,0.05879043,0.00001995513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237428,0.0003788905,0.0002344665,0.001954731,0.00006917813,0.0001714139,0.01777741,0.00006552078,0.0556057],"genre_scores_gemma":[0.904775,0.0004883388,0.0003118059,0.000819738,0.00005450252,0.0002883898,0.009062745,0.00006476873,0.08413469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119519,"threshold_uncertainty_score":0.4214364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535103759285735,"score_gpt":0.2256996593589266,"score_spread":0.2103486217660693,"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."}}