% SocioLens, LD-05 version v0.1: https://sociolens-web.pages.dev/debates/ld-05/v0.1/
% Generated from SocioLens source labels. Authors and years are not stored as separate fields,
% so they are not filled in here, and a title is given only where the label states one;
% the full label is in each note. For complete records, import the identifiers file into
% Zotero (Add Item by Identifier). "SocioLens synthesis" entries are the project's own
% synthesis documents, not primary evidence or scholarship.

@misc{src_r04_hq_cross_case_oversight_synthesis,
  howpublished = {Source type: multiple source types},
  note = {Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence},
  annote = {SocioLens source SRC-R04-HQ-CROSS-CASE-OVERSIGHT-SYNTHESIS: https://sociolens-web.pages.dev/sources/src-r04-hq-cross-case-oversight-synthesis/v1.0/}
}

@misc{src_ld05_cheng_et_al_chi_2022,
  title = {How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions},
  doi = {10.1145/3491102.3501831},
  url = {https://doi.org/10.1145/3491102.3501831},
  howpublished = {Source type: peer reviewed conference paper},
  note = {Cheng et al., “How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions,” CHI 2022},
  annote = {SocioLens source SRC-LD05-CHENG-ET-AL-CHI-2022: https://sociolens-web.pages.dev/sources/src-ld05-cheng-et-al-chi-2022/v1.0/}
}

@misc{src_ld05_stapleton_et_al_2022,
  title = {Extended Analysis of ‘How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions’},
  eprint = {2204.13872},
  archiveprefix = {arXiv},
  url = {https://arxiv.org/abs/2204.13872},
  howpublished = {Source type: preprint},
  note = {Stapleton et al., “Extended Analysis of ‘How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions’,” arXiv:2204.13872},
  annote = {SocioLens source SRC-LD05-STAPLETON-ET-AL-2022: https://sociolens-web.pages.dev/sources/src-ld05-stapleton-et-al-2022/v1.0/}
}

@misc{src_ld05_albright_risk_score_2019,
  title = {If You Give a Judge a Risk Score: Evidence from Kentucky Bail Decisions},
  howpublished = {Source type: working paper},
  note = {Albright, “If You Give a Judge a Risk Score: Evidence from Kentucky Bail Decisions,” Harvard John M. Olin Fellows’ Discussion Paper 85 (2019)},
  annote = {SocioLens source SRC-LD05-ALBRIGHT-RISK-SCORE-2019: https://sociolens-web.pages.dev/sources/src-ld05-albright-risk-score-2019/v1.0/}
}

@misc{src_ld05_sztandar_zielenska_2018,
  title = {Changing social citizenship through information technology},
  url = {https://ejournals.bib.uni-wuppertal.de/sws/article/view/1212},
  howpublished = {Source type: peer reviewed journal article},
  note = {Sztandar-Sztanderska \& Zieleńska, “Changing social citizenship through information technology,” Social Work \& Society 16(2), 2018},
  annote = {SocioLens source SRC-LD05-SZTANDAR-ZIELENSKA-2018: https://sociolens-web.pages.dev/sources/src-ld05-sztandar-zielenska-2018/v1.0/}
}

@misc{src_ld05_stevenson_minnesota_law_review_2018,
  title = {Assessing Risk Assessment in Action},
  url = {https://scholarship.law.umn.edu/mlr/58},
  howpublished = {Source type: peer reviewed journal article},
  note = {Stevenson, “Assessing Risk Assessment in Action,” Minnesota Law Review 103 (2018)},
  annote = {SocioLens source SRC-LD05-STEVENSON-MINNESOTA-LAW-REVIEW-2018: https://sociolens-web.pages.dev/sources/src-ld05-stevenson-minnesota-law-review-2018/v1.0/}
}

@misc{src_ld05_dwp_uc_fairness_2025,
  url = {https://www.gov.uk/government/publications/fairness-assessment-including-statistical-analysis-of-the-universal-credit-advances-machine-learning-model-1-april-2024-to-31-march-2025},
  howpublished = {Source type: government audit or evaluation},
  note = {DWP, Universal Credit Advances Model — Fairness Assessment, 17 July 2025},
  annote = {SocioLens source SRC-LD05-DWP-UC-FAIRNESS-2025: https://sociolens-web.pages.dev/sources/src-ld05-dwp-uc-fairness-2025/v1.0/}
}

@misc{src_ld05_dwp_uc_effectiveness_2026,
  url = {https://www.gov.uk/government/publications/effectiveness-assessment-including-statistical-analysis-of-the-universal-credit-advances-machine-learning-model-1-april-2025-to-31-march-2026},
  howpublished = {Source type: government audit or evaluation},
  note = {DWP, Effectiveness Assessment of Universal Credit Advances Model, 9 July 2026},
  annote = {SocioLens source SRC-LD05-DWP-UC-EFFECTIVENESS-2026: https://sociolens-web.pages.dev/sources/src-ld05-dwp-uc-effectiveness-2026/v1.0/}
}

@misc{src_ld05_dwp_uc_atrs_record,
  url = {https://www.gov.uk/algorithmic-transparency-records/dwp-universal-credit-advances-model},
  howpublished = {Source type: government primary},
  note = {UK Algorithmic Transparency Recording Standard record — DWP Universal Credit Advances model},
  annote = {SocioLens source SRC-LD05-DWP-UC-ATRS-RECORD: https://sociolens-web.pages.dev/sources/src-ld05-dwp-uc-atrs-record/v1.0/}
}

@misc{src_ld05_nao_2025,
  howpublished = {Source type: government audit or evaluation},
  note = {National Audit Office, DWP fraud/error reporting, 2025},
  annote = {SocioLens source SRC-LD05-NAO-2025: https://sociolens-web.pages.dev/sources/src-ld05-nao-2025/v1.0/}
}

@misc{src_ld05_duo_followup_2024_2026,
  howpublished = {Source type: government primary, government audit or evaluation},
  note = {DUO official follow-up / Algorithm Audit materials, 2024–2026},
  annote = {SocioLens source SRC-LD05-DUO-FOLLOWUP-2024-2026: https://sociolens-web.pages.dev/sources/src-ld05-duo-followup-2024-2026/v1.0/ The checked link opens one part of this source: https://duo.nl/organisatie/controle-uitwonendenbeurs.jsp}
}

@misc{src_ld05_ap_toeslagen_2021,
  howpublished = {Source type: regulator primary},
  note = {Autoriteit Persoonsgegevens, childcare-benefits nationality-processing investigation/fine, 2021},
  annote = {SocioLens source SRC-LD05-AP-TOESLAGEN-2021: https://sociolens-web.pages.dev/sources/src-ld05-ap-toeslagen-2021/v1.0/}
}

@misc{src_r04_hq_selection_burden_synthesis,
  howpublished = {Source type: multiple source types},
  note = {DWP; DUO; Toeslagen; Poland legal distinction},
  annote = {SocioLens source SRC-R04-HQ-SELECTION-BURDEN-SYNTHESIS: https://sociolens-web.pages.dev/sources/src-r04-hq-selection-burden-synthesis/v1.0/}
}

@misc{src_ld05_imy_2025_11828,
  url = {https://www.imy.se/globalassets/dokument/beslut/2025/beslut-tillsyn-forsakringskassan.pdf},
  howpublished = {Source type: regulator primary},
  note = {IMY, Försäkringskassan supervision decision, 2025},
  annote = {SocioLens source SRC-LD05-IMY-2025-11828: https://sociolens-web.pages.dev/sources/src-ld05-imy-2025-11828/v1.0/}
}

@misc{src_ld05_cnaf_dmde_2026,
  url = {https://caf.fr/allocataires/actualites/actualites-nationales/controles-caf-un-nouvel-algorithme-plus-transparent},
  howpublished = {Source type: government primary},
  note = {CNAF/CAF, DMDE 2026 transparency and source-code documentation},
  annote = {SocioLens source SRC-LD05-CNAF-DMDE-2026: https://sociolens-web.pages.dev/sources/src-ld05-cnaf-dmde-2026/v1.0/}
}

@misc{src_ld05_robodebt_royal_commission_2023,
  howpublished = {Source type: government primary},
  note = {Report of the Royal Commission into the Robodebt Scheme, 2023},
  annote = {SocioLens source SRC-LD05-ROBODEBT-ROYAL-COMMISSION-2023: https://sociolens-web.pages.dev/sources/src-ld05-robodebt-royal-commission-2023/v1.0/ The checked link opens one part of this source: https://robodebt.royalcommission.gov.au/node/481}
}

@misc{src_r04_amas_legal_record_2025,
  howpublished = {Source type: legal primary},
  note = {BVwG W256 2235360-1, decision 1 Sep 2025; prior VwGH/BVwG procedural history},
  annote = {SocioLens source SRC-R04-AMAS-LEGAL-RECORD-2025: https://sociolens-web.pages.dev/sources/src-r04-amas-legal-record-2025/v1.0/ The checked link opens one part of this source: https://www.ris.bka.gv.at/Dokument.wxe?Abfrage=Bvwg&Dokumentnummer=BVWGT_20250901_W256_2235360_1_00}
}

@misc{src_r04_home_office_routing_source_set,
  howpublished = {Source type: multiple source types},
  note = {ICIBI 2023 inspection; Home Office transparency/guidance; JCWI/Foxglove litigation record for claimant position},
  annote = {SocioLens source SRC-R04-HOME-OFFICE-ROUTING-SOURCE-SET: https://sociolens-web.pages.dev/sources/src-r04-home-office-routing-source-set/v1.0/}
}

@misc{src_ld05_bruff_groves_ada_2026,
  url = {https://www.adalovelaceinstitute.org/report/scribe-and-prejudice/},
  howpublished = {Source type: independent research report},
  note = {Bruff \& Groves. “Scribe and prejudice?” Ada Lovelace Institute, 11 February 2026},
  annote = {SocioLens source SRC-LD05-BRUFF-GROVES-ADA-2026: https://sociolens-web.pages.dev/sources/src-ld05-bruff-groves-ada-2026/v1.0/}
}

@misc{src_r04_hq_contestability_provenance_synthesis,
  howpublished = {Source type: multiple source types},
  note = {DWP; Home Office; Ada Lovelace; Robodebt synthesis},
  annote = {SocioLens source SRC-R04-HQ-CONTESTABILITY-PROVENANCE-SYNTHESIS: https://sociolens-web.pages.dev/sources/src-r04-hq-contestability-provenance-synthesis/v1.0/}
}