{"id":"W4321018496","doi":"10.1155/2023/2351910","title":"Evaluating the Impact of Macroeconomic Policy Interventions and Recession on a Sewage Treatment PPP Project Using a System Dynamic Model","year":2023,"lang":"en","type":"article","venue":"Advances in Civil Engineering","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Loan; Recession; Revenue; Economics; Interest rate; Government revenue; Private sector; General partnership; Public–private partnership; Tax revenue; Government (linguistics); Finance; Business; Public economics; Macroeconomics; Economic growth","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":[0.0005352788,0.0001990115,0.0002388857,0.0008696095,0.00008462524,0.00009479458,0.0001666335,0.00003838065,0.000002433853],"category_scores_gemma":[0.0001748596,0.000144284,0.0001187122,0.0009721549,0.00002173983,0.000918906,0.0001472492,0.0000996368,0.00000604382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458822,"about_ca_system_score_gemma":0.0000627343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005599072,"about_ca_topic_score_gemma":0.0003235194,"domain_scores_codex":[0.9989702,0.0000166258,0.0003314083,0.0002531246,0.0001130439,0.0003155608],"domain_scores_gemma":[0.9994395,0.0001018577,0.0001940218,0.0002260932,0.00002900529,0.00000951419],"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":[0.00002302354,0.00002444684,0.001230788,0.0006592073,0.00002669725,0.000002484084,0.0001765828,0.9893525,0.002304502,0.001756162,0.00000293167,0.004440674],"study_design_scores_gemma":[0.0004284294,0.00004953674,0.00138533,0.0009897676,0.00001982599,0.0000029398,0.0002265666,0.9964842,0.00003267053,0.0002210458,0.00002526627,0.0001343776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996255,0.0003835209,0.001299577,0.00005178893,0.0001110485,0.0005182346,0.000007955843,0.0001716897,0.001201208],"genre_scores_gemma":[0.999257,0.00009134615,0.0003700297,0.000006689639,0.0001004252,0.0000973296,0.00001119425,0.00003618909,0.00002975087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007131744,"threshold_uncertainty_score":0.5883732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.098866051099445,"score_gpt":0.4264770000203801,"score_spread":0.3276109489209351,"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."}}