{"id":"W2323149085","doi":"10.1061/40652(2003)16","title":"Knowledge-Based Management of Economic Risks in Large Infrastructure Projects","year":2002,"lang":"en","type":"article","venue":"","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schema (genetic algorithms); Computer science; Risk management; Knowledge management; Process (computing); Risk analysis (engineering); Management science; Process management; Business; Engineering","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":[0.008681808,0.0005974088,0.0006336557,0.002626598,0.001849297,0.007295716,0.002283757,0.00191807,0.002015122],"category_scores_gemma":[0.02249535,0.0003699891,0.0006317433,0.002240058,0.002991202,0.008434609,0.004995367,0.001487131,0.0002505658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310058,"about_ca_system_score_gemma":0.00415463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00537528,"about_ca_topic_score_gemma":0.006058093,"domain_scores_codex":[0.9942896,0.003290013,0.0003946452,0.0004292793,0.0011965,0.000399791],"domain_scores_gemma":[0.9874548,0.007071282,0.002556839,0.001062174,0.001316162,0.0005387965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001487614,0.0003805845,0.01029907,0.0003963488,0.0001306119,0.001155186,0.00445409,0.3457983,0.001146948,0.3608906,0.002721408,0.2724781],"study_design_scores_gemma":[0.00005842598,0.0001506917,0.00560609,0.0003765071,0.0000903058,0.0003337221,0.005724313,0.3493422,0.001680353,0.6152299,0.02125791,0.0001495497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2024104,0.003174852,0.7069628,0.01189289,0.0001355011,0.0005360113,0.0002076223,0.0003441971,0.07433569],"genre_scores_gemma":[0.9078101,0.00168312,0.08819148,0.0001061131,0.00006060909,0.0001651764,0.000123049,0.00001678882,0.001843592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008681808,"threshold_uncertainty_score":0.04591429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237824893391736,"score_gpt":0.3772291258135639,"score_spread":0.2534466364743904,"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."}}