{"id":"W4307866638","doi":"10.5267/j.jpm.2022.9.001","title":"A risk management model for large projects in the construction phase in Egypt","year":2022,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Risk management; Process (computing); Sustainability; Pre-construction services; Project risk management; Risk assessment; Business; Risk management framework; Engineering; Project management; Process management; Intervention (counseling); Environmental resource management; IT risk management; Project management triangle; Computer science; Systems engineering; Finance; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002713328,0.001180903,0.0008202709,0.001657299,0.001786742,0.004388693,0.002680197,0.003448179,0.01153907],"category_scores_gemma":[0.004147799,0.000865887,0.001364743,0.001020261,0.0012992,0.002415221,0.002294033,0.002049282,0.000808112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005231402,"about_ca_system_score_gemma":0.004247123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04225919,"about_ca_topic_score_gemma":0.01971398,"domain_scores_codex":[0.9988231,0.0004929741,0.00006818139,0.0001734077,0.0001498136,0.0002924565],"domain_scores_gemma":[0.9976016,0.001301449,0.0003256464,0.00004922493,0.0004878816,0.0002343091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008027389,0.0001207685,0.002109973,0.00006825457,0.00003940211,0.0005010455,0.0006808466,0.9392107,0.0003968496,0.05094302,0.0008253922,0.005023424],"study_design_scores_gemma":[0.00002780212,0.0000436544,0.0004465885,0.00002483937,0.00002829064,0.00005572359,0.00038503,0.9870432,0.0000757887,0.0106613,0.001190061,0.00001768098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.471214,0.001450952,0.4304429,0.005603093,0.0001443976,0.0006480737,0.0009224394,0.0004526294,0.0891216],"genre_scores_gemma":[0.938845,0.0007993007,0.02897699,0.000106477,0.00004489885,0.0005674059,0.0002881684,0.0000619434,0.03030993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04225919,"threshold_uncertainty_score":0.0840264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010398560049425,"score_gpt":0.4023554136697534,"score_spread":0.3013155576648109,"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."}}