{"id":"W4237080123","doi":"10.32920/ryerson.14639460.v1","title":"National Social Investment Funds: The U.K.’s Early Experience of Big Society Capital","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Mainstream; Finance; Business; Political science; 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":[0.00185807,0.0002723135,0.000240681,0.0008142471,0.005288313,0.007847342,0.0006808109,0.001292176,0.01661848],"category_scores_gemma":[0.005538276,0.0002871022,0.0001450574,0.002810133,0.002474512,0.004698677,0.006021789,0.002336552,0.001491153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0202751,"about_ca_system_score_gemma":0.02252384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3306544,"about_ca_topic_score_gemma":0.5763735,"domain_scores_codex":[0.998287,0.0003534146,0.00007224152,0.0001680364,0.0004453837,0.0006738227],"domain_scores_gemma":[0.994217,0.001064872,0.0008968148,0.0004300234,0.001023336,0.002367859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002668376,0.0001192185,0.0396309,0.000645674,0.00004570066,0.001418599,0.03873345,0.0004752718,0.000864548,0.3042895,0.4006741,0.2128362],"study_design_scores_gemma":[0.000008411801,0.00002799602,0.04299819,0.0003191279,0.000008116325,0.0002397887,0.01879824,0.0001285706,0.0002225146,0.005029747,0.9321834,0.00003585267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3006143,0.01378984,0.0008350722,0.1326412,0.001199581,0.00009166206,0.002421021,0.0001464433,0.5482607],"genre_scores_gemma":[0.85102,0.01041504,0.001207383,0.01031801,0.00008737739,0.00006484104,0.0007595484,0.00007745646,0.1260503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3306544,"threshold_uncertainty_score":0.6574596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196634059369965,"score_gpt":0.2780801897811674,"score_spread":0.1584167838441708,"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."}}