{"id":"W2146152604","doi":"10.1061/(asce)0742-597x(2008)24:3(173)","title":"Assessing Infrastructure Project Innovation Potential as a Function of Procurement Mode","year":2008,"lang":"en","type":"article","venue":"Journal of Management in Engineering","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Shell (Canada)","funders":"Infrastructure Canada","keywords":"Integrated project delivery; Procurement; Business; General partnership; Process management; Process (computing); Function (biology); Variety (cybernetics); Stakeholder; Project management; Marketing; Finance; Economics; Systems engineering; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503375,0.0001239165,0.0002414312,0.002527677,0.00005285994,0.00009475712,0.0003092549,0.00004267818,0.00006792985],"category_scores_gemma":[0.0001819874,0.0001017939,0.00007623401,0.002284589,0.00002272138,0.001355585,0.00009673042,0.00020845,0.000003425438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008543018,"about_ca_system_score_gemma":0.00006090093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004641668,"about_ca_topic_score_gemma":7.916494e-7,"domain_scores_codex":[0.9972978,0.00003391108,0.001160751,0.000155913,0.001193266,0.0001583335],"domain_scores_gemma":[0.9986848,0.00003772371,0.0007241,0.0001750275,0.0003587669,0.00001957664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002569173,0.0001272861,0.01915669,0.0002387258,0.0002204998,0.0001149467,0.0008429164,0.7024621,0.003809803,0.007330521,0.002954891,0.2624847],"study_design_scores_gemma":[0.005970482,0.0008063608,0.624778,0.0008014395,0.0002128231,0.000556532,0.006078246,0.2929984,0.002345808,0.01081057,0.05375428,0.0008870943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593741,0.00004158862,0.1370255,0.00007036169,0.000829224,0.0002212824,3.781349e-7,0.0000127904,0.00242477],"genre_scores_gemma":[0.9911259,0.00008369696,0.008433858,0.00002758418,0.0001113254,0.00000475006,0.000001051303,0.000008399984,0.0002034396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6056213,"threshold_uncertainty_score":0.4151035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513164758317048,"score_gpt":0.3444154546522905,"score_spread":0.28928380706912,"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."}}