{"id":"W2774685285","doi":"10.2139/ssrn.3077351","title":"Managing Project Selection Through Contract Design","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Design–build; Selection (genetic algorithm); Business; Contract management; Engineering; Computer science; Civil engineering; Marketing","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":[0.02395032,0.0005215639,0.0005502197,0.002404238,0.001641593,0.00488813,0.001726841,0.001377926,0.008993568],"category_scores_gemma":[0.05395278,0.0006984204,0.0004410012,0.002590111,0.001482077,0.004672715,0.00403801,0.001402937,0.00128191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968855,"about_ca_system_score_gemma":0.00710181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444292,"about_ca_topic_score_gemma":0.00244603,"domain_scores_codex":[0.9791511,0.01255024,0.001043506,0.001071074,0.005057379,0.001126581],"domain_scores_gemma":[0.9397928,0.03329056,0.005746536,0.009711496,0.007758996,0.00369966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007426909,0.0008617637,0.02958976,0.000296209,0.00009106341,0.0003194571,0.001760956,0.06070573,0.006512349,0.06201478,0.0113699,0.8257354],"study_design_scores_gemma":[0.0004012004,0.001451152,0.009974428,0.000295688,0.0001193152,0.0006016747,0.002517222,0.749539,0.01036635,0.1453104,0.07928392,0.000139703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2432428,0.0008883841,0.6982164,0.002525432,0.0001651039,0.001243405,0.0001381119,0.00120561,0.05237478],"genre_scores_gemma":[0.7667229,0.0002946625,0.2220391,0.000189409,0.00005376048,0.0005569551,0.0002433426,0.0001985854,0.009701392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02395032,"threshold_uncertainty_score":0.1266629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018003530544454,"score_gpt":0.2519919073477474,"score_spread":0.2339883768032934,"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."}}