{"id":"W1593797138","doi":"10.5353/th_b4985873","title":"Modeling and evaluating multi-stakeholder multi-objective decisions during public participation in major infrastructure and construction projects","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Process (computing); Citizen journalism; Public participation; Business; Project stakeholder; Plan (archaeology); Intervention (counseling); Process management; Stakeholder analysis; Stakeholder engagement; Public relations; Salient; Management science; Political science; Knowledge management; Engineering; Project management; Project planning; Project charter; Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009107868,0.001286992,0.001200498,0.001455738,0.001343646,0.003090575,0.001583199,0.002492944,0.002324635],"category_scores_gemma":[0.01294169,0.0008983061,0.001921394,0.001464005,0.001526741,0.002604852,0.002261236,0.001611614,0.0001518248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596968,"about_ca_system_score_gemma":0.004285841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591041,"about_ca_topic_score_gemma":0.01670747,"domain_scores_codex":[0.9947654,0.003659704,0.0001932864,0.0004340541,0.0004415151,0.0005060635],"domain_scores_gemma":[0.9864889,0.01131929,0.0009894874,0.0001698965,0.0006842483,0.0003481171],"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":[0.00008266412,0.0001420776,0.003262693,0.0002017707,0.00006338175,0.0002125854,0.0006357123,0.9791552,0.0004484046,0.007977897,0.0001549217,0.007662646],"study_design_scores_gemma":[0.00001418196,0.0001184828,0.0008404729,0.00004201844,0.00002701039,0.00001593147,0.0007175627,0.9928465,0.0002367087,0.004684551,0.0004363767,0.00002009628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6630177,0.001445981,0.3141898,0.001358434,0.0001042974,0.001218508,0.0003204678,0.0001000973,0.01824464],"genre_scores_gemma":[0.945553,0.0006978179,0.05070359,0.00006171359,0.00002624489,0.0008486456,0.0001331676,0.00002099108,0.001954821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591041,"threshold_uncertainty_score":0.04816759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2332193199549422,"score_gpt":0.4196437217945981,"score_spread":0.1864244018396559,"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."}}