{"id":"W2747781041","doi":"","title":"New and Improved: How to Bring Institutional Investment into Public Infrastructure","year":2017,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finance; Business; Pension; Government (linguistics); Revenue; Public infrastructure; Institutional investor; Critical infrastructure; Investment (military); Corporate governance; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00533429,0.001098235,0.0006345692,0.003002198,0.01724065,0.01907655,0.003713112,0.01026114,0.0229074],"category_scores_gemma":[0.01993769,0.0005785859,0.001447587,0.002816286,0.01829316,0.0138742,0.005266497,0.01062159,0.00436862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1156648,"about_ca_system_score_gemma":0.2008133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.956257,"about_ca_topic_score_gemma":0.9776484,"domain_scores_codex":[0.9883012,0.001888607,0.0002426811,0.0007380326,0.005612549,0.003216802],"domain_scores_gemma":[0.9899662,0.001354106,0.0002275625,0.0006645357,0.006045588,0.001742127],"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":[0.00001912523,0.00002120474,0.0005793252,0.0002866433,0.00002048915,0.0002797696,0.005213352,0.0003656981,0.0002040681,0.4709812,0.4797065,0.04232257],"study_design_scores_gemma":[0.000007650404,0.000004002736,0.0003803306,0.0003617675,0.00001419105,0.00003735095,0.002328596,0.0001038523,0.00009442733,0.01500158,0.981641,0.0000252849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002204463,0.01649186,0.00451212,0.5831155,0.008626516,0.0001457902,0.0005309859,0.000394006,0.3839788],"genre_scores_gemma":[0.2360537,0.04314891,0.01713284,0.3521508,0.00556977,0.0002666198,0.0006202172,0.0009340397,0.3441231],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8843352,"threshold_uncertainty_score":0.8392109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613864437545816,"score_gpt":0.290088265041142,"score_spread":0.2639496206656838,"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."}}