{"id":"W3216500673","doi":"10.33423/jabe.v22i8.3264","title":"The Design, Funding, and Management of Infrastructure in Local Municipalities: A Study From Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Demographics; Business; Corporate governance; Public infrastructure; Critical infrastructure; Finance; Private sector; Environmental planning; Economic growth; Economics; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002442033,0.0002889473,0.0005301981,0.001507916,0.01776471,0.004949521,0.001897216,0.0009459377,0.002446296],"category_scores_gemma":[0.007845489,0.0006282946,0.0003553299,0.004135303,0.004039952,0.001264003,0.002382073,0.001304089,0.0003709513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09752155,"about_ca_system_score_gemma":0.1416377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944289,"about_ca_topic_score_gemma":0.9983614,"domain_scores_codex":[0.9969125,0.0005898255,0.0001253529,0.0002572566,0.0008141968,0.001300829],"domain_scores_gemma":[0.9909615,0.001549278,0.0007795417,0.0003126168,0.003400169,0.002996852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001884089,0.0007975877,0.4293199,0.0003619862,0.00004255649,0.002540894,0.5118755,0.0009367572,0.001443578,0.007478334,0.007346101,0.03766833],"study_design_scores_gemma":[0.00002201369,0.0001297219,0.2435464,0.0002481557,0.00003295299,0.0002119975,0.7317305,0.0006847815,0.0002586931,0.0003151661,0.022752,0.00006763321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944829,0.0001892965,0.0001297359,0.0006669869,0.000004613987,0.00007968603,0.000153418,0.00000630792,0.004287198],"genre_scores_gemma":[0.9956297,0.000449837,0.0003567041,0.0002116651,0.000002406161,0.0000478717,0.0001189558,0.00001027476,0.003172602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09752155,"threshold_uncertainty_score":0.7075717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013700558818448,"score_gpt":0.2958183571343637,"score_spread":0.2456813515461792,"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."}}