{"id":"W2055521627","doi":"10.5130/cjlg.v0i5.1475","title":"Some reflections on the Conference Background Paper: 'Improving Local Government: the Commonwealth Vision'","year":2010,"lang":"en","type":"article","venue":"Commonwealth Journal of Local Governance","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Commonwealth; Local government; Government (linguistics); Public administration; Political science; Public relations; Law; Linguistics","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":[0.02595673,0.001760626,0.001248691,0.001218427,0.01508622,0.02466819,0.007365658,0.05631045,0.02103672],"category_scores_gemma":[0.06008985,0.0009563304,0.002555664,0.002652315,0.007485284,0.01652607,0.008068579,0.08673675,0.005238837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01737387,"about_ca_system_score_gemma":0.02324598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04878208,"about_ca_topic_score_gemma":0.05954611,"domain_scores_codex":[0.9822361,0.006474083,0.0008376656,0.001874047,0.004819346,0.003758721],"domain_scores_gemma":[0.9514686,0.01991572,0.001762058,0.001014633,0.012883,0.01295596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002194443,0.00002903881,0.0001040773,0.00009273383,0.000004857752,0.0001537362,0.001396441,0.00006880637,0.00007511484,0.003968898,0.9916381,0.002446313],"study_design_scores_gemma":[0.00003339381,0.00004582389,0.0006746965,0.00033632,0.00001118413,0.0001094661,0.008985407,0.0001147765,0.0002212698,0.003052735,0.9863239,0.00009106878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002810663,0.001116415,0.0001325536,0.9652234,0.03085697,0.00002256951,0.00005764556,0.00001878761,0.002290632],"genre_scores_gemma":[0.007448053,0.001651514,0.0004700879,0.9465428,0.0230255,0.0001249558,0.00007585502,0.0001372426,0.02052398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05631045,"threshold_uncertainty_score":0.1372739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113082062492486,"score_gpt":0.3293557079735134,"score_spread":0.2782248873485885,"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."}}