{"id":"W4391779535","doi":"10.1080/09538259.2023.2298739","title":"Public Development Banks as Essential Infrastructure: Covid, the KfW, and Public Purpose","year":2024,"lang":"en","type":"article","venue":"Review of Political Economy","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University; McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economics; Medicine; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003772126,0.0002170447,0.0002369846,0.001516437,0.002731037,0.01482024,0.0006187786,0.004412042,0.004440647],"category_scores_gemma":[0.005723358,0.0002944825,0.0002017905,0.002761345,0.01720636,0.01179188,0.005510802,0.003179503,0.0004743148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009849582,"about_ca_system_score_gemma":0.01480993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117215,"about_ca_topic_score_gemma":0.01249977,"domain_scores_codex":[0.9965977,0.00159171,0.00009624577,0.0002031266,0.0006532998,0.0008579422],"domain_scores_gemma":[0.9958388,0.002102492,0.0007217464,0.0002714832,0.0004910321,0.0005745364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006147971,0.000006292398,0.0003586921,0.00007608696,0.000002206774,0.00007721848,0.0008188903,0.0001765429,0.00003041869,0.9798986,0.004916382,0.01363254],"study_design_scores_gemma":[0.00001766694,0.00002852347,0.005216237,0.001349923,0.00001598019,0.0003188486,0.009006688,0.0006981331,0.0003161848,0.4008766,0.5821182,0.0000370656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09250453,0.1067859,0.01284809,0.2924173,0.00132711,0.00007353907,0.0001482664,0.00009429448,0.493801],"genre_scores_gemma":[0.9415842,0.03686872,0.001193275,0.006631976,0.0003867592,0.00004418472,0.00003593813,0.0000192629,0.01323559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01482024,"threshold_uncertainty_score":0.071464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802224896961995,"score_gpt":0.282766192882959,"score_spread":0.2447439439133391,"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."}}