{"id":"W1991067126","doi":"10.1068/c12250","title":"Fostering meaningful partnerships in public–private partnerships: innovations in partnership design and process management to create value","year":2015,"lang":"en","type":"article","venue":"Environment and Planning C Government and Policy","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"General partnership; Argument (complex analysis); Process (computing); Public relations; Public–private partnership; Business; Value (mathematics); Scale (ratio); Political science; Computer science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001976352,0.0004461497,0.0003843786,0.000689295,0.0001656343,0.0006224824,0.0002616389,0.0001302235,0.00001368005],"category_scores_gemma":[0.0002933296,0.0004517964,0.00002476037,0.0008366216,0.0001113114,0.001313453,0.0009683735,0.0002695159,0.00002966487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656197,"about_ca_system_score_gemma":0.00002926423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006757642,"about_ca_topic_score_gemma":0.00002735898,"domain_scores_codex":[0.9971575,0.00009434529,0.0005182714,0.0007219767,0.0006682781,0.0008396734],"domain_scores_gemma":[0.9992047,0.0001198465,0.0002148945,0.0002773891,0.00001664666,0.0001665364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005542119,0.000250856,0.8091274,0.0005016857,0.00009816559,0.000143403,0.006904693,0.002671376,0.0001637118,0.1690611,0.00166417,0.00885925],"study_design_scores_gemma":[0.01603698,0.0005126052,0.5223354,0.001762397,0.0002666853,0.00004536272,0.02619322,0.03445476,0.0006324989,0.07267095,0.3202287,0.004860466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621914,0.0002255972,0.0005988808,0.00771721,0.00006300469,0.001124927,0.000003865398,0.0000856948,0.02798944],"genre_scores_gemma":[0.9960261,0.00006017555,0.0009270218,0.001979598,0.0003462589,0.0002180477,0.00002176753,0.00004873202,0.0003723047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185646,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749968980028225,"score_gpt":0.3047398332001116,"score_spread":0.1297429351972891,"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."}}