{"id":"W4383955889","doi":"10.1177/24551333231165831","title":"Community Participation in Planning Social Infrastructure Delivery in Ghana’s Local Government: A Case Study of Shai Osudoku District","year":2023,"lang":"en","type":"article","venue":"Journal of Development Policy and Practice","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stakeholder; Decentralization; Local government; Process (computing); Business; Public relations; Government (linguistics); Unintended consequences; Environmental planning; Process management; Public administration; Political science; Geography","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":[0.00258027,0.0002886466,0.0002646652,0.0008364681,0.01130497,0.002294543,0.001182573,0.001403669,0.004491019],"category_scores_gemma":[0.0040774,0.0003939185,0.0001805451,0.002058992,0.005436838,0.00175161,0.003021403,0.001308821,0.0003177977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006567976,"about_ca_system_score_gemma":0.00591159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04247505,"about_ca_topic_score_gemma":0.1664755,"domain_scores_codex":[0.9963772,0.002617109,0.00005265616,0.00009471314,0.0001289489,0.0007294205],"domain_scores_gemma":[0.9966714,0.002005714,0.0004144326,0.0001082968,0.0001534363,0.0006467804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009151749,0.0005984197,0.02860054,0.000231574,0.00001011014,0.01589277,0.9132466,0.000815391,0.0007867448,0.0108293,0.001759421,0.02713766],"study_design_scores_gemma":[0.00001138483,0.0001142906,0.00893714,0.00009865891,0.000005272967,0.0006208016,0.9808179,0.0002529288,0.0001492263,0.000622201,0.008362153,0.000007964958],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918653,0.0001128992,0.0003077847,0.0008778626,0.000004996863,0.000077062,0.00001630083,0.000004490682,0.006733317],"genre_scores_gemma":[0.9984316,0.0001529071,0.0003318935,0.00004992678,0.000002202925,0.00003808527,0.000008002612,0.000002582293,0.0009825922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04247505,"threshold_uncertainty_score":0.08445561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08153902101185645,"score_gpt":0.3658494403846966,"score_spread":0.2843104193728402,"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."}}