{"id":"W3185538503","doi":"10.5465/ambpp.2021.15872abstract","title":"Delineating Impact Investing: A Bibliometric Review","year":2021,"lang":"en","type":"review","venue":"Academy of Management Proceedings","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bespoke; CLARITY; Impact investing; Nexus (standard); Bibliometrics; Political science; Business; Finance; Computer science","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","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.002773113,0.0005673571,0.00347447,0.01663322,0.0001551813,0.0001673208,0.001153733,0.0003760634,0.0004258194],"category_scores_gemma":[0.0008913553,0.0005849656,0.001062755,0.04387716,0.00006303385,0.0004803564,0.0008321436,0.0008600694,0.0001877717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045584,"about_ca_system_score_gemma":0.00004981828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004477107,"about_ca_topic_score_gemma":1.604328e-7,"domain_scores_codex":[0.9962796,0.00002583889,0.002369154,0.0006081322,0.0001734239,0.0005438306],"domain_scores_gemma":[0.9968714,0.0001375306,0.002562716,0.0001836015,0.00007853043,0.0001662926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.118813e-7,0.00005218984,0.000282375,0.09799238,0.0007418224,0.000001635996,0.00006267182,5.445623e-8,1.139884e-8,0.01967674,0.0300475,0.8511421],"study_design_scores_gemma":[0.0001279762,0.00002196601,0.0002198817,0.05644789,0.000412398,0.000008162887,0.00003176851,0.000003952248,1.528465e-7,0.001092866,0.9410997,0.0005332895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000306218,0.9534451,0.00001347055,0.000235421,0.00006893607,0.001022184,0.00003925324,0.00006784493,0.04507722],"genre_scores_gemma":[0.00003614348,0.9957899,0.001509368,0.0005071195,0.0001183004,0.0001114372,0.00006943101,0.00008362922,0.001774676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9110522,"threshold_uncertainty_score":0.9996602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2362515636061507,"score_gpt":0.3974034149215506,"score_spread":0.1611518513153999,"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."}}