{"id":"W749881145","doi":"","title":"The Whitehall Innovation Hub: Innovation, Capabilities and Connectivity","year":2012,"lang":"en","type":"article","venue":"The innovation journal","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Austerity; Service innovation; Government (linguistics); Treasury; Incrementalism; Cabinet (room); Public administration; Public sector; Public service; Public relations; Business; Service (business); Economics; Marketing; Politics; Political science; Economy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00489413,0.0001793788,0.0001331166,0.000781397,0.001537592,0.001204949,0.0002773636,0.0000726949,0.0001166578],"category_scores_gemma":[0.0008648885,0.000111281,0.00002453709,0.005165144,0.0001584359,0.003153953,0.0001206978,0.0004135671,0.00004601891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006471056,"about_ca_system_score_gemma":0.00008064503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005445117,"about_ca_topic_score_gemma":0.00004162214,"domain_scores_codex":[0.9982632,0.00003826856,0.0007321702,0.0001292611,0.0004147733,0.0004222828],"domain_scores_gemma":[0.9966421,0.0001300606,0.000847357,0.0002179643,0.002152631,0.000009930953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002214147,0.00003891851,0.06239363,0.00002224774,0.00003438844,1.519072e-7,0.0002566299,0.000002483831,0.0009056849,0.8762844,0.03972362,0.02031568],"study_design_scores_gemma":[0.0005873634,0.00001209624,0.1600962,0.00001881555,0.00002431167,0.00003473687,0.0008353678,0.000285601,0.00007078306,0.09557874,0.7422262,0.0002297213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509702,0.0001700867,0.002602145,0.02469137,0.00124711,0.0002916255,0.000001955586,0.00008020599,0.01994535],"genre_scores_gemma":[0.9871202,0.00001022784,0.0000444957,0.006577796,0.004984301,0.00002422304,0.00002550012,0.0000198911,0.001193363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7807057,"threshold_uncertainty_score":0.9998319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206056067141407,"score_gpt":0.2584801887487775,"score_spread":0.2264196280773634,"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."}}