{"id":"W2122385593","doi":"10.37265/japiv.v5i1.82","title":"Organizational Implementation of Best Value Project Delivery: Impact of Value-Based Procurement, Preplanning, and Risk Management","year":2013,"lang":"en","type":"article","venue":"Journal for the Advancement of Performance Information and Value","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated project delivery; Documentation; Vendor; Business; Procurement; Process management; Project management triangle; Project management; Operations management; Knowledge management; Computer science; Marketing; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002132858,0.0001788396,0.0002709684,0.0005927472,0.0003900092,0.0001512497,0.0003160307,0.00003563897,0.0002519426],"category_scores_gemma":[0.0001306742,0.0001113461,0.0001174891,0.0005640889,0.0001322906,0.002596582,0.0001077075,0.0001045703,0.00000491718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258902,"about_ca_system_score_gemma":0.0001546893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229103,"about_ca_topic_score_gemma":0.000003247796,"domain_scores_codex":[0.9972216,0.00006241861,0.00140663,0.0001400689,0.0009628463,0.00020644],"domain_scores_gemma":[0.9964513,0.0002539087,0.002052783,0.0002373508,0.0009517954,0.00005287588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003900454,0.00009265645,0.4199274,0.0004938605,0.0003936333,5.817356e-8,0.00194974,0.03538804,0.0001093077,0.009473164,0.001025138,0.5307569],"study_design_scores_gemma":[0.00917856,0.004115963,0.3998932,0.0003803146,0.0005886946,0.0000326485,0.01595011,0.5149998,0.006342965,0.004628759,0.04330803,0.0005809715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527252,0.0001991619,0.04415732,0.0001969435,0.0002649936,0.001784375,0.0000733315,0.000008980089,0.0005897473],"genre_scores_gemma":[0.9877477,0.004375102,0.007543398,0.00006055641,0.00003743472,0.00006865995,0.00002416937,0.000007980747,0.0001349926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5301759,"threshold_uncertainty_score":0.4540562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330416641878613,"score_gpt":0.3760191844583569,"score_spread":0.3327150180395707,"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."}}