{"id":"W6999908757","doi":"","title":"Does the UK Local Finance Improvement Trust (Lift) Initiative Improve Risk Management in Public-Private Procurement?","year":2013,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Procurement; Risk management; Public sector; Private sector; Private finance initiative; Lift (data mining); Investment (military); Government (linguistics); Local government","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07257871,0.0004180239,0.0006521834,0.002368169,0.003086498,0.01955308,0.001788412,0.005431334,0.01624499],"category_scores_gemma":[0.1458731,0.0005111948,0.0009142987,0.003770922,0.007284983,0.01647725,0.0128409,0.004245365,0.002421421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02409598,"about_ca_system_score_gemma":0.04480635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04934138,"about_ca_topic_score_gemma":0.06868901,"domain_scores_codex":[0.9239514,0.04777377,0.002935523,0.001730007,0.01143019,0.01217903],"domain_scores_gemma":[0.8645115,0.06840205,0.01920406,0.009056728,0.01900146,0.01982406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008492375,0.001316916,0.09364666,0.001723249,0.0001505602,0.0007316606,0.02355619,0.004134587,0.0006556843,0.1541193,0.09528691,0.6238291],"study_design_scores_gemma":[0.0009959631,0.003614631,0.3204647,0.006208016,0.000240826,0.001803924,0.09165369,0.008450611,0.002825727,0.07250324,0.4904884,0.000750108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3269178,0.01253581,0.01435105,0.4901209,0.001120971,0.0006237347,0.0003527349,0.0006120878,0.1533648],"genre_scores_gemma":[0.9713696,0.002786385,0.007068797,0.008325252,0.000307892,0.0001923908,0.0001610185,0.00007948148,0.00970917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07257871,"threshold_uncertainty_score":0.3838375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727791167417511,"score_gpt":0.2583125270025629,"score_spread":0.2310346153283877,"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."}}