{"id":"W2197953345","doi":"10.52399/001c.26992","title":"Isomorphism: An Explanation for the Popularity of Public-Private Partnerships?","year":2009,"lang":"en","type":"article","venue":"Accounting Finance & Governance Review/Accounting finance & governance review","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Popularity; Isomorphism (crystallography); Modernization theory; Government (linguistics); Public administration; Value (mathematics); Political science; Business; Public economics; Economics; Economic growth; Law; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007996448,0.0002049436,0.0005145633,0.002650071,0.00223997,0.006129052,0.001453525,0.003201357,0.01678925],"category_scores_gemma":[0.04163479,0.00029584,0.0004317095,0.006017935,0.0157251,0.01275104,0.005916583,0.002670775,0.001004062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003829224,"about_ca_system_score_gemma":0.002427342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884984,"about_ca_topic_score_gemma":0.003746102,"domain_scores_codex":[0.9919938,0.003587747,0.0003750513,0.001304662,0.001605608,0.001133014],"domain_scores_gemma":[0.9581082,0.02567058,0.008378564,0.003796196,0.002441211,0.001605218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005168298,0.00004019114,0.008781821,0.0001611504,0.00001278774,0.0002667936,0.004916806,0.0003071672,0.00009096755,0.9563315,0.003723779,0.02531533],"study_design_scores_gemma":[0.0001649839,0.0001233448,0.02514717,0.0004434368,0.00003324428,0.001022458,0.01979546,0.002706568,0.0003574551,0.8292598,0.1208771,0.00006893712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4606756,0.01131975,0.03802896,0.1439221,0.0005190919,0.0001595667,0.0005041723,0.0002406022,0.3446301],"genre_scores_gemma":[0.9958944,0.001066966,0.000562563,0.0008817267,0.0001210716,0.00002465298,0.00003486429,0.00001378086,0.001399922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678925,"threshold_uncertainty_score":0.05616564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820304982616996,"score_gpt":0.3021646663132817,"score_spread":0.2239616164871117,"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."}}