{"id":"W4365455091","doi":"10.1002/csr.2496","title":"Missing finance in social impact bond research? A bibliometric overview between past and future research","year":2023,"lang":"en","type":"article","venue":"Corporate Social Responsibility and Environmental Management","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme","keywords":"Impact investing; Social entrepreneurship; Perspective (graphical); Field (mathematics); Investment (military); Phenomenon; Bond; Entrepreneurship; Political science; Finance; Economics; Emerging markets","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009954371,0.0002229811,0.0005040168,0.009102835,0.00163662,0.0002986537,0.0002914108,0.0002163255,0.0000773973],"category_scores_gemma":[0.0001039132,0.0002605964,0.0001002201,0.01863778,0.0006724082,0.0003548858,0.0009893021,0.0007353678,0.0001442104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007363002,"about_ca_system_score_gemma":0.00003178355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241177,"about_ca_topic_score_gemma":0.00004426572,"domain_scores_codex":[0.9971337,0.0005267998,0.0005789546,0.0006244311,0.0003041307,0.0008319845],"domain_scores_gemma":[0.9989979,0.0003806256,0.0001994347,0.0002700461,0.00001796229,0.0001340446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003052488,0.000267308,0.7179996,0.0002497872,0.0001189622,0.00007545734,0.008832219,0.000001148862,0.00003922765,0.02807742,0.006393685,0.2376399],"study_design_scores_gemma":[0.0005677018,0.00008063908,0.8531812,0.0000186102,0.000004226422,4.14131e-7,0.004275637,0.0000287028,0.000002610338,0.1202196,0.0213986,0.0002221043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903437,0.00274403,0.000004065949,0.002536528,0.00006807085,0.0005883214,0.0001828975,0.00003266124,0.003499662],"genre_scores_gemma":[0.9855065,0.013168,0.00007058677,0.00004379639,0.0002880257,0.00003941813,0.00009474108,0.00002879828,0.0007601275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374178,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3041528500356129,"score_gpt":0.396936438910935,"score_spread":0.09278358887532207,"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."}}