{"id":"W4242607503","doi":"10.5383/ijtee.11.01.004","title":"Regulating PPP Projects in the Energy Sector: An Exploratory Survey of Skills Required","year":2015,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Private sector; Public sector; Monopoly; Corporate governance; Negotiation; Public institution; Private sector involvement; Civil society; Competence (human resources); Public economics; Finance; Economics; Economic growth; Market economy; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009286998,0.0001020388,0.0001270681,0.000213682,0.0000144126,0.00007829551,0.0003482869,0.00003275846,0.000009466061],"category_scores_gemma":[0.0001064791,0.00007693921,0.00003151482,0.00009841746,0.00002562762,0.001283831,0.0001144789,0.00009956699,0.000001374513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005892076,"about_ca_system_score_gemma":0.00001385603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756415,"about_ca_topic_score_gemma":0.00003734425,"domain_scores_codex":[0.9990692,0.00003127545,0.0002992711,0.00008675166,0.000395691,0.0001178244],"domain_scores_gemma":[0.9995778,0.00004478696,0.0002399889,0.00007917466,0.00003987326,0.000018358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008687041,0.001359251,0.5819002,0.0001181867,0.000455805,0.0002809587,0.008180915,0.1409665,0.239486,0.005975966,0.0004304183,0.01997702],"study_design_scores_gemma":[0.003307401,0.0001549949,0.9071257,0.0002586866,0.00003728553,0.000141886,0.003412507,0.07407924,0.007273398,0.0003763331,0.003298593,0.000533996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990026,0.0001133914,0.0001357273,0.00008019272,0.0002888886,0.00003762604,0.000002853508,0.000006510847,0.0003321762],"genre_scores_gemma":[0.9992875,0.000007513261,0.0001098182,0.000141443,0.0004136452,0.000002441185,0.00001605559,0.00001414029,0.000007477737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3252255,"threshold_uncertainty_score":0.313749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889202632920094,"score_gpt":0.2279323328145202,"score_spread":0.1890403064853192,"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."}}