{"id":"W6998981152","doi":"","title":"Building Back Better after the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Overseas Development Institute; International Development Research Centre","keywords":"Social protection; Investment (military); Sustainability; Public sector; Order (exchange); Productivity; Fiscal sustainability; Public investment; Socioeconomic status","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002525602,0.0008073671,0.0004430408,0.001151692,0.004128528,0.006120229,0.001580892,0.005642015,0.05868668],"category_scores_gemma":[0.00525961,0.00029666,0.0009347195,0.0006449788,0.00238389,0.0066887,0.01081028,0.004166157,0.006801254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634218,"about_ca_system_score_gemma":0.01305321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346166,"about_ca_topic_score_gemma":0.02385123,"domain_scores_codex":[0.9971203,0.0008660655,0.0000518798,0.0001734839,0.0002057649,0.001582581],"domain_scores_gemma":[0.998252,0.000276356,0.0002264607,0.000172309,0.0002876672,0.000785236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002861823,0.0009150304,0.01397708,0.001924807,0.0001847596,0.002991465,0.01354492,0.004136716,0.004696689,0.3721767,0.3270242,0.2581414],"study_design_scores_gemma":[0.00003904388,0.0003708615,0.01467492,0.0008208211,0.00004286573,0.0003290119,0.01434342,0.0007019542,0.001612289,0.04172473,0.9252725,0.00006758516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07873106,0.01379343,0.01613826,0.4297726,0.004531513,0.0005029744,0.002663142,0.001737054,0.45213],"genre_scores_gemma":[0.6596157,0.01205082,0.01585499,0.136715,0.001736203,0.0007040604,0.002069647,0.0006012479,0.1706523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05868668,"threshold_uncertainty_score":0.1963265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407425483956461,"score_gpt":0.3024417238456392,"score_spread":0.1616991754499931,"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."}}