{"id":"W2588289767","doi":"10.1080/03003930.2017.1288617","title":"Bridging the accountability and transparency gap in inter-municipal collaboration","year":2017,"lang":"en","type":"article","venue":"Local Government Studies","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Accountability; Transparency (behavior); Business; Public administration; Public relations; Bridging (networking); Political science; Computer security; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09259269,0.0003150615,0.0007250634,0.005028013,0.01599424,0.01363839,0.00179365,0.002245513,0.002632756],"category_scores_gemma":[0.1895034,0.000585986,0.0003731779,0.007646692,0.02743324,0.01899676,0.02574806,0.003794795,0.0001574918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0184924,"about_ca_system_score_gemma":0.02712148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03515655,"about_ca_topic_score_gemma":0.04879408,"domain_scores_codex":[0.8282384,0.1343884,0.005726398,0.00420397,0.01965942,0.007783405],"domain_scores_gemma":[0.664711,0.2461489,0.04514693,0.0146334,0.02189244,0.007467376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001015499,0.00009197274,0.1080635,0.0004037406,0.00006019571,0.0005344482,0.7050828,0.0008386126,0.0005169174,0.1405056,0.001593297,0.04220741],"study_design_scores_gemma":[0.00003000132,0.0001770144,0.1223268,0.001240956,0.00005843633,0.0003460801,0.7618062,0.002053559,0.0008009615,0.07622397,0.0348531,0.0000828419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062877,0.001372164,0.01770949,0.02135077,0.00009083555,0.0001475484,0.00006887192,0.00003263478,0.05293992],"genre_scores_gemma":[0.9989086,0.0001170282,0.0005811938,0.0001160984,0.0000135413,0.00004207469,0.000006942658,0.000004462521,0.0002098773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09259269,"threshold_uncertainty_score":0.4896828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470263915540714,"score_gpt":0.4646591195404999,"score_spread":0.3176327279864286,"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."}}