Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions | Paper Citation Record

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This paper cites A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Predicting Student Dropout in Higher Education

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Temporal and Between-Group Variability in College Dropout Prediction

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A systematic review for MOOC dropout prediction from the perspective of machine learning

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Dropout and completion in higher education in Europe : main report

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Reimagining the machine learning life cycle to improve educational outcomes of students

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Dropping out of university: a literature review

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Assessments Used in Higher Education Admissions

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions What grades and achievement tests measure

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A Seven-College Experiment Using Algorithms to Track Students: Impacts and Implications for Equity and Fairness

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Difficult Lessons on Social Prediction from Wisconsin Public Schools

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Task-specific information outperforms surveillance-style big data in predictive analytics

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Attention Is All You Need

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Introducing ChatGPT

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Demystifying the Draft EU Artificial Intelligence Act — Analysing the good, the bad, and the unclear elements of the proposed approach

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The US Algorithmic Accountability Act of 2022 vs. The EU Arti- ficial Intelligence Act: what can they learn from each other?

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Predicting academic success in higher education: literature review and best practices

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Belfield and Peter M

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Systematic review: Predictors of students’ success in baccalaureate nursing programs

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Predictive Analytics for University Student Admission: A Literature Review

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions BEHRT: Transformer for Electronic Health Records

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions CAREER: Economic Prediction of Labor Sequence Data Under Dis- tribution Shift

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Using sequences of life-events to predict human lives

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The Unreasonable Effec- tiveness of Algorithms

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Equality of opportunity in supervised learn- ing

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Human Decisions and Machine Predictions

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions GRADE: Machine Learning Support for Graduate Admissions

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The use of selective admissions tools to predict students’ success in an advanced standing baccalaureate nursing program

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Evaluating a Learned Admission- Prediction Model as a Replacement for Standardized Tests in College Admissions

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Prediction Policy Problems

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions XGBoost: A Scalable Tree Boosting System

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Long short-term memory

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Algorithmic Fairness

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions College Admission as a Screening and Sorting Device

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Voluntary Information Disclosure in Centralized Matching: Efficiency Gains and Strategic Properties

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Should college dropout prediction models include protected attributes?

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Bekendtgørelse om adgang til universitetsuddan- nelser tilrettelagt p ˚ a heltid

Reference 40

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Using AUC and accuracy in evaluating learning algorithms

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Udmøntning af sektordimensionering p ˚ a univer- siteterne

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Evaluating the Fairness of Pre- dictive Student Models Through Slicing Analysis

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Algorithmic fairness in education

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Fairness and Machine Learning: Limitations and Opportunities

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Inherent Trade-Offs in the Fair Determination of Risk Scores

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A Unified Welfare Analysis of Government Policies

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Denmark: Country Profile

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions It’s Just Not That Simple: An Empirical Study of the Accuracy- Explainability Trade-off in Machine Learning for Public Policy

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions How to build models for government: criteria driving model acceptance in policymaking

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Stop explaining black box machine learning models for high stakes deci- sions and use interpretable models instead

Reference 54

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This paper cites Artificial Intelligence Act.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Artificial Intelligence Act

Reference 55

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Sanity Checks for Saliency Maps

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.313106Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Faithfulness Tests for Natural Language Explanations

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.298141Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?

Reference 58

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Reference 59

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.283613Z

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This paper cites The EU AI Act: a summary of its significance and scope.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The EU AI Act: a summary of its significance and scope

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.269000Z

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Observation b5b1dc55-2edb-4b36-85ff-0223ce90212e · outbound

This paper cites Fragile Algorithms and Fallible Decision-Makers: Lessons from the Justice System.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Fragile Algorithms and Fallible Decision-Makers: Lessons from the Justice System

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.255087Z

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Observation 8576c926-fb21-4cf8-89b6-19968b9cefd8 · outbound

This paper cites Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting

Reference 63

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Smart Matching Platforms and Heterogeneous Beliefs in Centralized School Choice*

Reference 64

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The Economics of Matching: Stability and Incentives

Reference 65

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Observation 8e75d2b0-e515-4c47-80e1-6747805b9763 · outbound

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Playing the system: address manipulation and access to schools

Reference 66

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Increasing Enrollment by Optimizing Schol- arship Allocations Using Machine Learning and Genetic Algorithms

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.211061Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The usefulness of algorithmic models in policy making

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.195791Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Decision-Making with Machine Prediction: Evidence from Predictive Maintenance in Trucking

Reference 69

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Dobbie, and Crystal Yang

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.164676Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Chapter 4 - Early Warning Indicators and Inter- vention Systems: State of the Field

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.149933Z

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This paper cites Fairness and Abstraction in Sociotechnical Systems.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Fairness and Abstraction in Sociotechnical Systems

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.135034Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions College Admissions and the Stability of Marriage

Reference 73

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions School Choice: A Mechanism Design Ap- proach

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.120276Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Tilskud til uddannelse

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.105476Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Grading system

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.090907Z

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This paper cites A survey on educational data mining methods used for predicting students’ performance.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A survey on educational data mining methods used for predicting students’ performance

Reference 77

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions GritNet: Student Performance Prediction with Deep Learning

Reference 78

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Self-attention in Knowledge Tracing: Why It Works

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.076677Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions MOOC dropout prediction using machine learning techniques: Review and research challenges

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.059196Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Transformers without Tears: Improving the Normalization of Self-Attention

Reference 81

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Decoupled Weight Decay Regularization

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.043892Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions PyTorch Lightning

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.028811Z

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Learning Important Features Through Propagating Activation Differences

Reference 84

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A Diagnostic Study of Explainability Techniques for Text Classifi- cation

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:07.013746Z

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This paper cites Interpretable models do not compromise accuracy or fairness in predicting college success.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Interpretable models do not compromise accuracy or fairness in predicting college success

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.997452Z

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This paper cites The Case for Using the MVPF in Empirical Welfare Analysis.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions The Case for Using the MVPF in Empirical Welfare Analysis

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.983049Z

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This paper cites Returns to investment in education: a decennial review of the global literature.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Returns to investment in education: a decennial review of the global literature

Reference 88

Resolution: verified exact; raw_fallback, observed 2026-08-12T14:33:06.242041Z

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Observation 72087d17-1884-4a16-803c-18a95a0ac34e · outbound

This paper cites Chapter 4 - Returns to different postsecondary investments: Institution type, academic programs, and credentials.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Chapter 4 - Returns to different postsecondary investments: Institution type, academic programs, and credentials

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.967596Z

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Observation a595168a-983c-43d3-a53e-40bdae7f279c · outbound

This paper cites Store samfundsøkonomiske gevinster af uddannelse.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Store samfundsøkonomiske gevinster af uddannelse

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.950592Z

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Observation a51bcae7-a3ec-4a4b-90eb-d356f228258e · outbound

This paper cites Priceless: The Nonpecuniary Benefits of School- ing.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Priceless: The Nonpecuniary Benefits of School- ing

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.930085Z

Source-reported events for the cited work

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Observation f9978599-e075-484a-ad64-5addb430ef78 · outbound

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Økonomisk Analyse: Regneprincipper p ˚ a beskæftigelses- og overførselsomr ˚ adet

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.909609Z

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Observation b56822d1-bf7f-49e1-8760-af4f3884ed79 · outbound

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Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Dokumentationsnotat om opgørelse af nettoafgiftsfaktoren

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.893319Z

Source-reported events for the cited work

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Observation b4f1f295-661c-4294-a96f-edd23e94ed2f · outbound

This paper cites Forslag til finanslov for finans ˚ aret 2017.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions Forslag til finanslov for finans ˚ aret 2017

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.876232Z

Source-reported events for the cited work

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Observation 837fa300-3c0a-4f28-b162-39ef674b1a15 · outbound

This paper cites A python library for confidence intervals.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions A python library for confidence intervals

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:33:06.858336Z

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This paper cites right to explanation.

Trading off performance and human oversight in algorithmic policy: evidence from Danish college admissions right to explanation

Reference 96

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