% W001: source status PUBLISHER_AND_PREPRINT_ABSTRACT; full text audited = NO
@online{W001,
  usera = {W001},
  author = {Agarwal, Shyam and He, Hao and Vasilescu, Bogdan},
  title = {AI IDEs or Autonomous Agents? Measuring the Impact of Coding Agents on Software Development},
  year = {2026},
  doi = {10.1145/3793302.3793589},
  url = {https://arxiv.org/html/2601.13597},
  addendum = {MSR 2026 published proceedings, DOI 10.1145/3793302.3793589; arXiv 2601.13597v2 (27 January 2026), Sections 3--4, Table 2}
}

% W002: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W002,
  usera = {W002},
  author = {Chen and others},
  title = {Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows},
  year = {2026},
  url = {https://arxiv.org/abs/2507.08149}
}

% W003: source status PUBLISHER_ABSTRACT; full text audited = NO
@article{W003,
  usera = {W003},
  author = {Cui, Kevin Z. and others},
  title = {The Effects of Generative {AI} on High-Skilled Work: Evidence from Three Field Experiments with Software Developers},
  year = {2026},
  journaltitle = {Management Science},
  doi = {10.1287/mnsc.2025.00535},
  url = {https://pubsonline.informs.org/doi/10.1287/mnsc.2025.00535},
  addendum = {PASS9 publisher 15-page online supplement, pages 24-25 and 28, audited: cohort cleaning 1521+316+3030=4867; pooled restricted-period ITT PR 4.66 (SE 3.56) and IV PR 20.16 (SE 14.37); original company experiments not preregistered, publisher identifies postregistration. Final journal main Tables 2-3 and participant-level refit remain open. Appendix \url{https://pubsonline.informs.org/doi/suppl/10.1287/mnsc.2025.00535/suppl_file/mnsc.2025.00535.sm1.pdf}.}
}

% W004: source status AUTHOR_PREPRINT_AND_VENUE; full text audited = NO
@online{W004,
  usera = {W004},
  author = {He, Hao and Miller, Courtney and Agarwal, Shyam and Kästner, Christian and Vasilescu, Bogdan},
  title = {Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projects},
  year = {2026},
  doi = {10.1145/3793302.3793349},
  url = {https://www.cs.cmu.edu/~ckaestne/pdf/msr26.pdf},
  addendum = {MSR 2026 paper (19 pages); Section 3.5, Table 2 printed p. 7; Appendix B.3, Table 6 printed p. 16}
}

% W005: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W005,
  usera = {W005},
  author = {Raida and others},
  title = {Early Adoption of Agentic Coding Tools by GitHub Projects},
  year = {2026},
  url = {https://arxiv.org/abs/2607.14037}
}

% W006: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W006,
  usera = {W006},
  author = {Robbes and others},
  title = {Agentic Much? Adoption of Coding Agents on GitHub},
  year = {2026},
  url = {https://doi.org/10.1145/3822180}
}

% W007: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W007,
  usera = {W007},
  author = {Vukovic, Maja and Pan, Rangeet and Ho, Tin Kam and Krishna, Rahul and Pavuluri, Raju and Merler, Michele},
  title = {Usage, Effects and Requirements for AI Coding Assistants in the Enterprise: An Empirical Study},
  year = {2026},
  url = {https://arxiv.org/abs/2601.20112},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author preprint identity verified; methods and original data not replicated in this locator pass.},
  eprint = {2601.20112},
  eprinttype = {arxiv},
  doi = {10.1145/3786181.3788727}
}

% W008: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W008,
  usera = {W008},
  author = {Paradis and others},
  title = {How Much Does AI Impact Development Speed? An Enterprise-Based Randomized Controlled Trial},
  year = {2025},
  url = {https://arxiv.org/abs/2410.12944},
  addendum = {arXiv preprint; 2024 original submission}
}

% W009: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W009,
  usera = {W009},
  author = {Ziegler and others},
  title = {Productivity Assessment of Neural Code Completion},
  year = {2022},
  url = {https://arxiv.org/abs/2205.06537}
}

% W010: source status INDEXED_WORKING_PAPER_ABSTRACT; full text audited = NO
@online{W010,
  usera = {W010},
  author = {Demirer, Mert and Musolff, Leon and Yang, Liyuan},
  title = {Writing Code vs. Shipping Code: Productivity Effects Across Generations of AI Coding Tools},
  year = {2026},
  url = {https://www.nber.org/papers/w35275},
  doi = {10.3386/w35275},
  addendum = {NBER revision September 2026, abstract checked: over 500,000 GitHub developers. Earlier May 2026 SSRN variant reports over 100,000 and different estimates; 134-page revised tables and microdata not replicated}
}

% W011: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W011,
  usera = {W011},
  author = {Farrag, Sabry E.},
  title = {The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development},
  year = {2026},
  url = {https://arxiv.org/html/2605.01160},
  addendum = {2026 arXiv manuscript, Sections 3 and 7.4; evaluation described by its author as illustrative, not randomized}
}

% W012: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W012,
  usera = {W012},
  author = {Liu and others},
  title = {Agentic Coding in the Wild: Characterizing GitHub Copilot Traces at Production Scale},
  year = {2026},
  url = {https://arxiv.org/pdf/2608.00101}
}

% W013: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W013,
  usera = {W013},
  author = {Lobentanzer and others},
  title = {Quantifying the Expectation-Realisation Gap for Agentic AI Systems},
  year = {2026},
  url = {https://arxiv.org/abs/2602.20292}
}

% W014: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W014,
  usera = {W014},
  author = {Murphy-Hill and others},
  title = {Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI},
  year = {2026},
  url = {https://arxiv.org/abs/2607.01418},
  addendum = {arXiv preprint, 2026}
}

% W015: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W015,
  usera = {W015},
  author = {Quispe and others},
  title = {Agentic Delegation and the Language Frontier of Software Developers: A Model and Evidence from Claude Code on GitHub},
  year = {2026},
  url = {https://arxiv.org/abs/2605.25438},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author preprint identity verified; methods and original data not replicated in this locator pass.}
}

% W016: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W016,
  usera = {W016},
  author = {Vella and others},
  title = {The Impact of AI Coding Assistants on Software Engineering: A Longitudinal Study},
  year = {2026},
  url = {https://arxiv.org/abs/2605.23135}
}

% W017: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W017,
  usera = {W017},
  author = {Bono and others},
  title = {Randomized Controlled Trials for Conditional Access Optimization Agent},
  year = {2025},
  url = {https://arxiv.org/abs/2511.13865},
  addendum = {arXiv preprint, 2025}
}

% W018: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W018,
  usera = {W018},
  author = {Kumar and others},
  title = {Intuition to Evidence: Measuring AI's True Impact on Developer Productivity},
  year = {2025},
  url = {https://arxiv.org/abs/2509.19708},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author preprint identity verified; methods and original data not replicated in this locator pass.}
}

% W019: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@online{W019,
  usera = {W019},
  author = {Gambacorta, Leonardo and Qiu, Han and Shan, Shuo and Rees, Daniel M.},
  title = {Generative AI and labour productivity: a field experiment on coding},
  year = {2024},
  institution = {Bank for International Settlements},
  number = {Working Paper 1208},
  url = {https://www.bis.org/publications/working-paper-1208-generative-ai-and-labour-productivity-field-experiment-coding},
  addendum = {Working-paper title retained. Published 2026 Journal of Financial Stability 84, 101543, under the title Generative AI and labour productivity: A quasi experiment on coding, DOI 10.1016/j.jfs.2026.101543. Code-output endpoint, not accepted changes.}
}

% W020: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W020,
  usera = {W020},
  author = {Becker, Joel and collaborators},
  title = {Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity},
  year = {2026},
  url = {https://metr.substack.com/p/2026-05-11-ai-usage-survey},
  addendum = {METR self-selected paid/convenience survey, 349 retained of 359 responses; 1.4--2x self-reported value versus 3x perceived speed, not independently observed productivity}
}

% W021: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W021,
  usera = {W021},
  author = {Faros AI and others},
  title = {The AI Engineering Report 2026: The Acceleration Whiplash},
  year = {2026},
  url = {https://www.faros.ai/blog/ai-acceleration-whiplash-takeaways},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary report identity verified; methods and original data not replicated in this locator pass.}
}

% W022: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W022,
  usera = {W022},
  author = {JetBrains Research and others},
  title = {AI Coding Agents: Adoption Trends},
  year = {2026},
  url = {https://blog.jetbrains.com/research/2026/08/ai-coding-agent-adoption-2026/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary survey identity verified; methods and original data not replicated in this locator pass.}
}

% W023: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W023,
  usera = {W023},
  author = {Becker and others},
  title = {Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity},
  year = {2025},
  url = {https://arxiv.org/abs/2507.09089},
  addendum = {arXiv preprint, 2025}
}

% W024: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@online{W024,
  usera = {W024},
  author = {{DORA} and {Google Cloud}},
  title = {2025 State of AI-assisted Software Development},
  year = {2025},
  url = {https://dora.dev/research/2025/dora-report/},
  addendum = {Official report index; 2025 report has versioned errata. Observational survey research, not an agent-governance randomized trial.}
}

% W025: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@online{W025,
  usera = {W025},
  author = {Tamkin, Alex and McCrory, Peter},
  title = {Estimating AI productivity gains from Claude conversations},
  year = {2025},
  institution = {Anthropic},
  url = {https://www.anthropic.com/research/estimating-productivity-gains},
  addendum = {Published 25 November 2025; uses model-estimated counterfactual task duration rather than verified workplace time savings.}
}

% W026: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@online{W026,
  usera = {W026},
  author = {{DORA} and {Google Cloud}},
  title = {Accelerate State of DevOps Report 2024},
  year = {2024},
  url = {https://dora.dev/research/2024/dora-report/},
  addendum = {Official report download and executive-summary page. Distinguish its survey associations from intervention estimates.}
}

% W027: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W027,
  usera = {W027},
  author = {Relyea and others},
  title = {Beyond the Copilot: Scaling the Agentic Product Development Life Cycle},
  year = {2026},
  url = {https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/beyond-the-copilot-scaling-the-agentic-product-development-life-cycle},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary report identity verified; methods and original data not replicated in this locator pass.}
}

% W028: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W028,
  usera = {W028},
  author = {Relyea, Charlotte and Harrysson, Martin},
  title = {The AI Revolution in Software Development},
  year = {2026},
  url = {https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/the-ai-revolution-in-software-development},
  addendum = {McKinsey Tech and AI Practice, April 2026, nine-page practitioner book excerpt. Level 4 twenty-fold leverage is an illustrative next-frontier potential, not a controlled average outcome; linked near-300-firm analysis derives from separate prior report}
}

% W029: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W029,
  usera = {W029},
  author = {Cynthia and others},
  title = {Beyond Bug Fixes: An Empirical Investigation of Post-Merge Code Quality Issues in Agent-Generated Pull Requests},
  year = {2026},
  url = {https://arxiv.org/abs/2601.20109}
}

% W030: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W030,
  usera = {W030},
  author = {Day and others},
  title = {Workspace Topology as an Attack Vector in Agentic Coding Assistants},
  year = {2026},
  url = {https://arxiv.org/abs/2608.14876}
}

% W031: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W031,
  usera = {W031},
  author = {Huang and others},
  title = {More Code, Less Reuse: Investigating Code Quality and Reviewer Sentiment towards AI-generated Pull Requests},
  year = {2026},
  url = {https://arxiv.org/abs/2601.21276}
}

% W032: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W032,
  usera = {W032},
  author = {Mousavi and others},
  title = {Understanding the Impact of AI Code Assistants on Security API Usage},
  year = {2026},
  url = {https://arxiv.org/abs/2607.11348}
}

% W033: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W033,
  usera = {W033},
  author = {Ogenrwot and others},
  title = {How AI Coding Agents Modify Code: A Large-Scale Study of GitHub Pull Requests},
  year = {2026},
  url = {https://arxiv.org/abs/2601.17581}
}

% W034: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W034,
  usera = {W034},
  author = {Pinna and others},
  title = {Comparing AI Coding Agents: A Task-Stratified Analysis of Pull Request Acceptance},
  year = {2026},
  url = {https://arxiv.org/abs/2602.08915}
}

% W035: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W035,
  usera = {W035},
  author = {Siddiq and others},
  title = {Security in the Age of AI Teammates: An Empirical Study of Agentic Pull Requests on GitHub},
  year = {2026},
  url = {https://arxiv.org/abs/2601.00477}
}

% W036: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W036,
  usera = {W036},
  author = {Watanabe and others},
  title = {On the Use of Agentic Coding: An Empirical Study of Pull Requests on GitHub},
  year = {2026},
  url = {https://arxiv.org/abs/2509.14745},
  addendum = {arXiv preprint, 2025/2026 revisions}
}

% W037: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W037,
  usera = {W037},
  author = {Xiong and others},
  title = {After the Party: Growth, Governance, and Security Scanning in the OpenClaw Agent Skill Ecosystem},
  year = {2026},
  url = {https://arxiv.org/abs/2609.17274}
}

% W038: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W038,
  usera = {W038},
  author = {Yan and others},
  title = {Guiding AI to Fix Its Own Flaws: An Empirical Study on LLM-Driven Secure Code Generation},
  year = {2026},
  url = {https://arxiv.org/abs/2506.23034}
}

% W039: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W039,
  usera = {W039},
  author = {Cotroneo and others},
  title = {Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity},
  year = {2025},
  url = {https://arxiv.org/abs/2508.21634}
}

% W040: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W040,
  usera = {W040},
  author = {Fu and others},
  title = {Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study},
  year = {2025},
  url = {https://arxiv.org/abs/2310.02059}
}

% W041: source status PREPRINT_ABSTRACT_WITH_VOR_CROSSREF; full text audited = NO
@online{W041,
  usera = {W041},
  author = {Schreiber and others},
  title = {Security Vulnerabilities in AI-Generated Code: A Large-Scale Analysis of Public GitHub Repositories},
  year = {2026},
  doi = {10.1007/978-981-95-3537-8_9},
  url = {https://arxiv.org/abs/2510.26103},
  addendum = {Published LNCS 16219, 2026}
}

% W042: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W042,
  usera = {W042},
  author = {Shukla and others},
  title = {Security Degradation in Iterative AI Code Generation: A Systematic Analysis of the Paradox},
  year = {2025},
  url = {https://arxiv.org/abs/2506.11022}
}

% W043: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W043,
  usera = {W043},
  author = {Spracklen and others},
  title = {We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs},
  year = {2025},
  url = {https://arxiv.org/abs/2406.10279}
}

% W044: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W044,
  usera = {W044},
  author = {Wu and others},
  title = {An Empirical Study of Code Clones from Commercial AI Code Generators},
  year = {2025},
  url = {https://doi.org/10.1145/3729397},
  doi = {10.1145/3729397}
}

% W045: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W045,
  usera = {W045},
  author = {Zhao and others},
  title = {Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks},
  year = {2025},
  url = {https://arxiv.org/abs/2512.03262}
}

% W046: source status PREPRINT_WITH_PUBLICATION_REF; full text audited = NO
@online{W046,
  usera = {W046},
  author = {Perry and others},
  title = {Do Users Write More Insecure Code with AI Assistants?},
  year = {2023},
  doi = {10.1145/3576915.3623157},
  url = {https://arxiv.org/abs/2211.03622},
  addendum = {ACM CCS 2023 (published)}
}

% W047: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W047,
  usera = {W047},
  author = {Sandoval and others},
  title = {Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants},
  year = {2023},
  url = {https://arxiv.org/abs/2208.09727}
}

% W048: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W048,
  usera = {W048},
  author = {Pearce and others},
  title = {Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions},
  year = {2022},
  url = {https://arxiv.org/abs/2108.09293}
}

% W049: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W049,
  usera = {W049},
  author = {Churilov and others},
  title = {The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort},
  year = {2026},
  url = {https://arxiv.org/abs/2605.17062}
}

% W050: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W050,
  usera = {W050},
  author = {Deng and others},
  title = {Understanding the (In)Security of Vibe-Coded Applications},
  year = {2026},
  url = {https://arxiv.org/abs/2606.23130}
}

% W051: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W051,
  usera = {W051},
  author = {Fang and others},
  title = {From Conversation to Contribution: Characterizing Coding Agent in Open-Source Software},
  year = {2026},
  url = {https://arxiv.org/abs/2607.05677}
}

% W052: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W052,
  usera = {W052},
  author = {Improta and others},
  title = {What is the Difference Between Me and You? Benchmarking the Quality Gap Between Human-Written and AI-Generated Code},
  year = {2026},
  url = {https://arxiv.org/abs/2609.12708},
  addendum = {Under peer review, preprint as of 2026-10-09}
}

% W053: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W053,
  usera = {W053},
  author = {Kapner and others},
  title = {Scanning the Harness: Configuration Exposures in AI Coding-Agent Supply Chains},
  year = {2026},
  url = {https://arxiv.org/abs/2609.07360}
}

% W054: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W054,
  usera = {W054},
  author = {Kraishan and others},
  title = {Not All Agents Are Equal: Code Quality and Post-Merge Maintenance Across Five Autonomous Coding Agents in the Wild},
  year = {2026},
  url = {https://arxiv.org/abs/2609.17598},
  addendum = {arXiv preprint, 2026}
}

% W055: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W055,
  usera = {W055},
  author = {Liu and others},
  title = {Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild},
  year = {2026},
  url = {https://arxiv.org/abs/2603.28592}
}

% W056: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W056,
  usera = {W056},
  author = {Mao and others},
  title = {A Large-Scale Comprehensive Measurement of AI-Generated Code in Real-World Repositories},
  year = {2026},
  url = {https://arxiv.org/abs/2603.27130}
}

% W057: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W057,
  usera = {W057},
  author = {Mazloomzadeh and others},
  title = {How Do AI Coding Agents Contribute to Software Development? An Empirical Study of Agentic Pull Requests},
  year = {2026},
  url = {https://arxiv.org/abs/2607.21832}
}

% W058: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W058,
  usera = {W058},
  author = {Xu and others},
  title = {Decoupling Code Complexity from Newcomer Participation: A Causal Study of AI Coding Agent Adoption in OSS},
  year = {2026},
  url = {https://arxiv.org/abs/2607.01810},
  addendum = {arXiv preprint, 2026}
}

% W059: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W059,
  usera = {W059},
  author = {Zhu and others},
  title = {AI-Generated Smells: An Analysis of Code and Architecture in LLM- and Agent-Driven Development},
  year = {2026},
  url = {https://arxiv.org/abs/2605.02741}
}

% W060: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W060,
  usera = {W060},
  author = {Liu and others},
  title = {Your AI, My Shell: Demystifying Prompt Injection Attacks on Agentic AI Coding Editors},
  year = {2025},
  url = {https://arxiv.org/abs/2509.22040}
}

% W061: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W061,
  usera = {W061},
  author = {Veracode and others},
  title = {2025 GenAI Code Security Report},
  year = {2025},
  url = {https://www.veracode.com/wp-content/uploads/2025_GenAI_Code_Security_Report_Final.pdf},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; original report pdf identity verified; methods and original data not replicated in this locator pass.}
}

% W062: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W062,
  usera = {W062},
  author = {Zhao and others},
  title = {Vibe Security Radar},
  year = {2026},
  url = {https://github.com/HQ1995/vibe-security-radar},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author software repository identity verified; methods and original data not replicated in this locator pass.}
}

% W063: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W063,
  usera = {W063},
  author = {Baltes and others},
  title = {An Endless Stream of AI Slop: How Developers Discuss the Burden of AI-Assisted Software Development},
  year = {2026},
  url = {https://arxiv.org/abs/2603.27249}
}

% W064: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W064,
  usera = {W064},
  author = {Crupi and others},
  title = {Studying Quality Improvements Recommended via Manual and Automated Code Review},
  year = {2026},
  url = {https://arxiv.org/abs/2602.11925}
}

% W065: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W065,
  usera = {W065},
  author = {Duma and others},
  title = {These Aren't the Reviews You're Looking For: How Humans Review AI-Generated Pull Requests},
  year = {2026},
  url = {https://arxiv.org/abs/2605.02273}
}

% W066: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W066,
  usera = {W066},
  author = {Gao, Zhenhan and Muñoz Barón, Marvin and Habiba, Umm-e and Graziotin, Daniel and Wagner, Stefan},
  title = {Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review},
  year = {2026},
  url = {https://arxiv.org/abs/2607.24601},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author preprint identity verified; methods and original data not replicated in this locator pass.}
}

% W067: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W067,
  usera = {W067},
  author = {Khalid and others},
  title = {(Don't) Trust, but (Don't) Verify: Developers' Attention to Security in AI-Generated Code},
  year = {2026},
  url = {https://arxiv.org/abs/2609.21020}
}

% W068: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@inproceedings{W068,
  usera = {W068},
  author = {Khelifi and others},
  title = {Behind Agentic Pull Requests: An Empirical Study on Developer Interventions in {AI} Agent-Authored Pull Requests},
  year = {2026},
  doi = {10.1145/3793302.3793586},
  url = {https://espace2.etsmtl.ca/id/eprint/34495/},
  addendum = {PASS8 inspected full published MSR 2026 five-page paper, p. 844 Table 1: HPR cells add to 5853, not the stated 5869. Printed 245 divided by 5869 is 4.17 percent, not the printed 4.45 percent. Inferred cell 261 would restore both arithmetic identities, but original Figshare records/access not available; no PR-level replication.}
}

% W069: source status PREPRINT_ABSTRACT_AND_ACCEPTANCE_NOTE; full text audited = NO
@online{W069,
  usera = {W069},
  author = {Khojah and others},
  title = {Same Scrutiny, More Time: Eye Tracking Insights into Reviewing LLM-Labelled Code},
  year = {2026},
  url = {https://arxiv.org/abs/2606.26505},
  addendum = {Accepted ASE 2026 (as reported by authors)}
}

% W070: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W070,
  usera = {W070},
  author = {Olewicki and others},
  title = {Impact of an LLM-based Review Assistant in Practice: A Mixed Open-/Closed-source Case Study},
  year = {2026},
  url = {https://arxiv.org/abs/2411.07091}
}

% W071: audit 2026-10-10; PRIMARY_MANUSCRIPT_SELECTED_SECTIONS_INSPECTED; original microdata NOT replicated
@inproceedings{W071,
  usera = {W071},
  author = {Peralta, Sien Reeve O. and Hoshi, Fumika and Washizaki, Hironori and others},
  title = {Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study},
  year = {2026},
  url = {https://arxiv.org/html/2605.22534},
  doi = {10.1145/3793302.3793575},
  addendum = {MSR 2026; observational AIDev-derived pull requests, shared corpus with other AIDev analyses.}
}

% W072: source status LEGACY_METADATA_ONLY; full text audited = NO
@inproceedings{W072,
  usera = {W072},
  author = {Selvanayagam, Niruthiha and Ghaleb, Taher A.},
  title = {AI-to-AI Code Reviews of GitHub Pull Requests},
  year = {2026},
  url = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ESEM.2026.75},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; peer reviewed open access identity verified; methods and original data not replicated in this locator pass.},
  booktitle = {20th International Symposium on Empirical Software Engineering and Measurement (ESEM 2026)},
  series = {Leibniz International Proceedings in Informatics},
  volume = {394},
  pages = {75:1--75:15},
  doi = {10.4230/LIPIcs.ESEM.2026.75}
}

% W073: source status INSTITUTIONAL_PUBLICATION_ABSTRACT; full text audited = NO
@online{W073,
  usera = {W073},
  author = {Singh and others},
  title = {The Effect of Complexity and Provenance on Code Review Decisions: Evidence from a Controlled Experiment},
  year = {2026},
  doi = {10.1145/3808165},
  url = {https://search.usi.ch/en/publications/70485},
  addendum = {FSE 2026 / PACMSE article}
}

% W074: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W074,
  usera = {W074},
  author = {Tantithamthavorn and others},
  title = {RovoDev Code Reviewer: A Large-Scale Online Evaluation of LLM-based Code Review Automation at Atlassian},
  year = {2026},
  url = {https://arxiv.org/abs/2601.01129}
}

% W075: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W075,
  usera = {W075},
  author = {Tsui and others},
  title = {Self-Correction Bench: Uncovering and Addressing the Self-Correction Blind Spot in LLMs},
  year = {2026},
  url = {https://arxiv.org/abs/2507.02778}
}

% W076: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W076,
  usera = {W076},
  author = {Zeng and others},
  title = {SWR-Bench: Assessing LLM Performance in Real-World Code Review Comment Generation},
  year = {2026},
  url = {https://arxiv.org/abs/2509.01494}
}

% W077: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W077,
  usera = {W077},
  author = {Zhao and others},
  title = {Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests},
  year = {2026},
  url = {https://doi.org/10.1145/3832204},
  addendum = {Proceedings of the ACM on Software Engineering / ISSTA 2026}
}

% W078: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W078,
  usera = {W078},
  author = {Chen and others},
  title = {Beyond the Surface: Measuring Self-Preference in LLM Judgments},
  year = {2025},
  url = {https://arxiv.org/html/2506.02592}
}

% W079: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W079,
  usera = {W079},
  author = {Kim and others},
  title = {Correlated Errors in Large Language Models},
  year = {2025},
  url = {https://arxiv.org/html/2506.07962},
  addendum = {Reported 60 percent agreement is conditional on both models being wrong on HELM multiple-choice questions; not a code-review error correlation.}
}

% W080: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W080,
  usera = {W080},
  author = {Ramler and others},
  title = {Unit Testing Past vs. Present: Examining LLMs' Impact on Defect Detection and Efficiency},
  year = {2025},
  url = {https://arxiv.org/html/2502.09801}
}

% W081: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W081,
  usera = {W081},
  author = {Tufano and others},
  title = {Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword?},
  year = {2025},
  url = {https://arxiv.org/abs/2411.11401}
}

% W082: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W082,
  usera = {W082},
  author = {Panickssery and others},
  title = {LLM Evaluators Recognize and Favor Their Own Generations},
  year = {2024},
  url = {https://arxiv.org/abs/2404.13076}
}

% W083: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W083,
  usera = {W083},
  author = {Tang and others},
  title = {A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions},
  year = {2024},
  url = {https://arxiv.org/abs/2405.16081},
  addendum = {arXiv preprint, 2024}
}

% W084: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W084,
  usera = {W084},
  author = {Wataoka and others},
  title = {Self-Preference Bias in LLM-as-a-Judge},
  year = {2024},
  url = {https://arxiv.org/abs/2410.21819}
}

% W085: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@article{W085,
  usera = {W085},
  author = {Dratsch, Thomas and Chen, Xue and Mehrizi, Mohammad Rezazade and others},
  title = {Automation Bias in Mammography: The Impact of Artificial Intelligence {BI-RADS} Suggestions on Reader Performance},
  year = {2023},
  journaltitle = {Radiology},
  volume = {307},
  number = {4},
  eid = {e222176},
  doi = {10.1148/radiol.222176},
  url = {https://pubs.rsna.org/doi/10.1148/radiol.222176},
  addendum = {Twenty-seven radiologists reading mammograms; cross-domain experimental evidence, not software-review validation.}
}

% W086: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W086,
  usera = {W086},
  author = {Hijazi and others},
  title = {Quality Evaluation of Modern Code Reviews Through Intelligent Biometric Program Comprehension},
  year = {2023},
  url = {https://doi.org/10.1109/TSE.2022.3158543},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W087: direct publication locator verified in Pass 6; full methods / raw data NOT audited
@article{W087,
  usera = {W087},
  author = {Gaube, Susanne and Suresh, Harini and Raue, Martina and others},
  title = {Do as AI say: susceptibility in deployment of clinical decision-aids},
  year = {2021},
  journaltitle = {npj Digital Medicine},
  volume = {4},
  eid = {31},
  doi = {10.1038/s41746-021-00385-9},
  url = {https://www.nature.com/articles/s41746-021-00385-9},
  addendum = {Human-authored radiology advice randomly varied by apparent source; not AI-generated code review.}
}

% W088: source status AUTHOR_PDF_LOCATED_METADATA_ONLY; full text audited = NO
@online{W088,
  usera = {W088},
  author = {Bertram and others},
  title = {Trustworthiness Perceptions in Code Review: An Eye-tracking Study},
  year = {2020},
  doi = {10.1145/3382494.3422164},
  url = {https://web.eecs.umich.edu/~weimerw/p/weimer-esem2020.pdf},
  addendum = {ESEM 2020 conference publication}
}

% W089: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W089,
  usera = {W089},
  author = {Nourani and others},
  title = {The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/HCOMP/article/view/7469},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher record identity verified; methods and original data not replicated in this locator pass.}
}

% W090: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W090,
  usera = {W090},
  author = {Floyd and others},
  title = {Decoding the Representation of Code in the Brain: An fMRI Study of Code Review and Expertise},
  year = {2017},
  url = {https://doi.org/10.1109/ICSE.2017.24},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W091: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@article{W091,
  usera = {W091},
  author = {Lyell, David and Coiera, Enrico},
  title = {Automation bias and verification complexity: a systematic review},
  year = {2017},
  url = {https://pmc.ncbi.nlm.nih.gov/articles/PMC7651899/},
  doi = {10.1093/jamia/ocw105},
  addendum = {Journal of the American Medical Informatics Association 24(2), 2017; cross-domain healthcare/human-factors systematic review.}
}

% W092: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W092,
  usera = {W092},
  author = {Parasuraman and others},
  title = {Complacency and Bias in Human Use of Automation: An Attentional Integration},
  year = {2010},
  url = {https://doi.org/10.1177/0018720810376055},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W093: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W093,
  usera = {W093},
  author = {Adams and others},
  title = {Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency},
  year = {2026},
  url = {https://arxiv.org/abs/2605.30208}
}

% W094: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W094,
  usera = {W094},
  author = {Afroz and others},
  title = {AI Slop is DDoSing Open Source: Understanding the Impact of AI-Generated Contributions on Open Source Sustainability},
  year = {2026},
  url = {https://arxiv.org/pdf/2607.04003}
}

% W095: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W095,
  usera = {W095},
  author = {Bhati, H.},
  title = {Beyond Code Generation: Reliability, Verification, and Cost Economics in the Agentic Software Development Lifecycle},
  year = {2026},
  url = {https://arxiv.org/html/2609.04681},
  addendum = {Review/synthesis, not new measured experiment; cites W003 Cui et al.}
}

% W096: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W096,
  usera = {W096},
  author = {Cynthia and others},
  title = {Go Home Copilot, You're Drunk: Understanding Developer Responses to Agent-Generated Code Review Comments},
  year = {2026},
  url = {https://arxiv.org/abs/2607.21997}
}

% W097: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W097,
  usera = {W097},
  author = {Kaufman and others},
  title = {Programmers Are Poor and Overconfident Judges of LLM-Generated Assertions},
  year = {2026},
  url = {https://arxiv.org/abs/2607.08885}
}

% W098: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W098,
  usera = {W098},
  author = {Lin and others},
  title = {Is Agentic Code Review Helpful? Mining Developers' Feedback to CodeRabbit Reviews in the Wild},
  year = {2026},
  url = {https://arxiv.org/abs/2607.03316}
}

% W099: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W099,
  usera = {W099},
  author = {Maddila and others},
  title = {From Code Review to Code Critique: Intent, Drift, and Spotlight for {AI}-Generated Diffs at Scale},
  year = {2026},
  eprint = {2607.29516},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2607.29516v1},
  addendum = {v1, opt-in rollout and selected benchmarks; deployment comparison is not randomized.}
}

% W100: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W100,
  usera = {W100},
  author = {Monperrus and others},
  title = {The End of Code Review: Coding Agents Supersede Human Inspection},
  year = {2026},
  url = {https://arxiv.org/abs/2606.13175}
}

% W101: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W101,
  usera = {W101},
  author = {Purnachandra Reddy and others},
  title = {Articulate but Wrong: Self-Review Failures in LLM-Based Code Modernization},
  year = {2026},
  url = {https://arxiv.org/abs/2605.21537}
}

% W102: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W102,
  usera = {W102},
  author = {Xiang, Zuodong and Zhang, Yike and Zhang, YueMing and Xu, Hailu},
  title = {Cross-Model LLM Code Review: Should You Use Claude to Review Codex or Vice Versa?},
  year = {2026},
  url = {https://arxiv.org/html/2607.21656},
  addendum = {arXiv 2607.21656v1, 22 July 2026; Sections 3.4 and 4, Tables 2 and 4}
}

% W103: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W103,
  usera = {W103},
  author = {Yabesi and others},
  title = {An Eye for Trust: An Exploration of Developers' Trust Perceptions Through Urgency and Reputation},
  year = {2026},
  url = {https://arxiv.org/abs/2604.08713}
}

% W104: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W104,
  usera = {W104},
  author = {Ye and others},
  title = {Coding with Enemy: Can Human Developers Detect AI Agent Sabotage?},
  year = {2026},
  url = {https://arxiv.org/abs/2606.05647}
}

% W105: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W105,
  usera = {W105},
  author = {Yu and others},
  title = {Beyond Lexical Metrics: Sentence-Embedding Detection of Reviewer Habituation in AI Code Review},
  year = {2026},
  url = {https://arxiv.org/abs/2609.06213}
}

% W106: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W106,
  usera = {W106},
  author = {Zhang and others},
  title = {Code Review Agent Benchmark (c-CRAB)},
  year = {2026},
  url = {https://arxiv.org/abs/2603.23448}
}

% W107: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W107,
  usera = {W107},
  author = {Zhong and others},
  title = {Human-AI Synergy in Agentic Code Review},
  year = {2026},
  url = {https://arxiv.org/abs/2603.15911}
}

% W108: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W108,
  usera = {W108},
  author = {Chen and others},
  title = {Do LLM Evaluators Prefer Themselves for a Reason?},
  year = {2025},
  url = {https://arxiv.org/abs/2504.03846}
}

% W109: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W109,
  usera = {W109},
  author = {McAleese and others},
  title = {LLM Critics Help Catch LLM Bugs},
  year = {2024},
  url = {https://arxiv.org/abs/2407.00215}
}

% W110: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W110,
  usera = {W110},
  author = {Passi, Samir and Vorvoreanu, Mihaela},
  title = {Overreliance on AI: Literature Review},
  year = {2022},
  url = {https://www.microsoft.com/en-us/research/publication/overreliance-on-ai-literature-review/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional technical report identity verified; methods and original data not replicated in this locator pass.}
}

% W111: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W111,
  usera = {W111},
  author = {Whitfill, Parker and Wu, Cheryl and Becker, Joel and Rush, Nate},
  title = {Many SWE-bench-Passing PRs Would Not Be Merged into Main},
  year = {2026},
  date = {2026-03-10},
  organization = {METR},
  url = {https://metr.org/notes/2026-03-10-many-swe-bench-passing-prs-would-not-be-merged-into-main/},
  addendum = {Research note, four maintainers across three repositories; observational hypothetical merge decisions.}
}

% W112: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W112,
  usera = {W112},
  author = {Asdaque and others},
  title = {Novice Developers Produce Larger Review Overhead for Project Maintainers while Vibe Coding},
  year = {2026},
  url = {https://arxiv.org/abs/2602.23905}
}

% W113: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W113,
  usera = {W113},
  author = {Zi and others},
  title = {I Would Have Written My Code Differently: Beginners Struggle to Understand LLM-Generated Code},
  year = {2025},
  url = {https://arxiv.org/abs/2504.19037}
}

% W114: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W114,
  usera = {W114},
  author = {Peitek and others},
  title = {Correlates of programmer efficacy and their link to experience: a combined EEG and eye-tracking study},
  year = {2022},
  url = {https://doi.org/10.1145/3540250.3549084},
  doi = {10.1145/3540250.3549084}
}

% W115: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W115,
  usera = {W115},
  author = {Begel, Andrew and Simon, Beth},
  title = {Novice Software Developers, All Over Again},
  year = {2008},
  url = {https://www.microsoft.com/en-us/research/publication/novice-software-developers-all-over-again/},
  doi = {10.1145/1404520.1404522}
}

% W116: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W116,
  usera = {W116},
  author = {Burelli and others},
  title = {Using Biometrics to Understand AI-Assisted Coding Performance and its Perception},
  year = {2026},
  url = {https://arxiv.org/abs/2606.20598}
}

% W117: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W117,
  usera = {W117},
  author = {Caosun and others},
  title = {The Augmentation Trap: AI Productivity and the Cost of Cognitive Offloading},
  year = {2026},
  url = {https://arxiv.org/abs/2604.03501}
}

% W118: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W118,
  usera = {W118},
  author = {Shen and others},
  title = {How AI Impacts Skill Formation},
  year = {2026},
  url = {https://arxiv.org/abs/2601.20245},
  addendum = {arXiv preprint / OpenReview record, 2026}
}

% W119: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W119,
  usera = {W119},
  author = {Garicano and others},
  title = {Training in the Age of AI: A Theory of Career Viability},
  year = {2026},
  url = {https://www.kellogg.northwestern.edu/academics-research/research/detail/2025/training-in-the-age-of-ai-a-theory-of/}
}

% W120: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W120,
  usera = {W120},
  author = {Ide, Enrique},
  title = {Automation, AI, and the Intergenerational Transmission of Knowledge},
  year = {2026},
  url = {https://arxiv.org/pdf/2507.16078v9},
  addendum = {Primary arXiv v9 PDF, cover June 9 2026, Section 5 Equation 11 and Proposition 4 verified by arithmetic. Earlier v1 July 2025 contains different numerical projection. arXiv v9 HTML interior date shows Aug 24 2026; PDF used as citation record}
}

% W121: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W121,
  usera = {W121},
  author = {Kosmyna and others},
  title = {Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task},
  year = {2025},
  url = {https://arxiv.org/abs/2506.08872}
}

% W122: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W122,
  usera = {W122},
  author = {Osborn and others},
  title = {AI Didn't Make Programming Easier. It Just Made It Differently Difficult},
  year = {2026},
  url = {https://theofficialacm.substack.com/p/ai-didnt-make-programming-easier}
}

% W123: source status PUBLISHER_ABSTRACT; full text audited = NO
@online{W123,
  usera = {W123},
  author = {Baird and others},
  title = {Firms' GitHub Copilot Adoption and Labor Market Outcomes for Software Engineers},
  year = {2026},
  doi = {10.1111/coep.70035},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/coep.70035},
  addendum = {Contemporary Economic Policy, online 2026-04-22}
}

% W124: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W124,
  usera = {W124},
  author = {Baslandze and others},
  title = {Artificial Intelligence, Productivity, and the Workforce: Evidence from Corporate Executives},
  year = {2026},
  url = {https://www.nber.org/papers/w34984},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional working paper identity verified; methods and original data not replicated in this locator pass.}
}

% W125: source status AUTHOR_RESEARCH_PAGE; full text audited = NO
@online{W125,
  usera = {W125},
  author = {Brynjolfsson and others},
  title = {Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence},
  year = {2026},
  url = {https://digitaleconomy.stanford.edu/publication/canaries-in-the-coal-mine-six-facts-about-the-recent-employment-effects-of-artificial-intelligence/},
  addendum = {Stanford Digital Economy Lab working paper, revised 2026-08-12}
}

% W126: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W126,
  usera = {W126},
  author = {Chandar, Bharat and Klein Teeselink, Bouke},
  title = {How Does AI Change Labor Demand? Evidence from 41 Countries},
  year = {2026},
  url = {https://digitaleconomy.stanford.edu/app/uploads/2026/09/HowDoesAIChangeLaborDemand.pdf},
  addendum = {September 2026 paper, 156-page manuscript; abstract and methodology, pp. 3, 27--28, Table 3 and Figure 3 sampled}
}

% W127: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W127,
  usera = {W127},
  author = {Emanuel and others},
  title = {Remote Work Leaves Younger Workers Sidelined},
  year = {2026},
  url = {https://libertystreeteconomics.newyorkfed.org/2026/06/remote-work-leaves-younger-workers-sidelined/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional primary commentary identity verified; methods and original data not replicated in this locator pass.}
}

% W128: source status AUTHOR_UPLOADED_WORKING_PAPER_ABSTRACT; full text audited = NO
@online{W128,
  usera = {W128},
  author = {Facius and others},
  title = {Labor Market Consequences of Generative AI: Early Evidence from Norway},
  year = {2026},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract\_id=6956666},
  addendum = {CESifo WP 12752, 2026}
}

% W129: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W129,
  usera = {W129},
  author = {Kauhanen, Antti and Rouvinen, Petri},
  title = {AI Has Not Impacted the Youth Labor Market in Finland},
  year = {2026},
  url = {https://www.etla.fi/wp-content/uploads/ETLA-Working-Papers-135.pdf},
  addendum = {ETLA Working Papers no. 135, January 2026; figures 3, 7 and 8 and original conclusions checked}
}

% W130: source status AUTHOR_RESEARCH_SUMMARY; full text audited = NO
@online{W130,
  usera = {W130},
  author = {Kharazian and others},
  title = {A New Look at AI's Impact on Jobs: Firm-Level AI Spending and Workforce Adjustment},
  year = {2026},
  url = {https://ramp.com/data/ai-jobs-impact},
  addendum = {Ramp Economics Lab working paper, 2026}
}

% W131: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W131,
  usera = {W131},
  author = {Lambert, Peter John and Schindler, Yannick},
  title = {The Broken Ladder: AI, Remote Work, and Early-Career Hiring},
  year = {2026},
  url = {https://cep.lse.ac.uk/pubs/download/dp2193.pdf},
  addendum = {LSE Centre for Economic Performance Discussion Paper 2193, June 2026; abstract and identification around printed pp. 12--13}
}

% W132: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W132,
  usera = {W132},
  author = {Skoglund and others},
  title = {New Jobs in 140 Years of Data: Why the AI Displacement Fear Is Overstated — and What to Worry About Instead},
  year = {2026},
  url = {https://cepr.org/voxeu/columns/new-jobs-140-years-data-why-ai-displacement-fear-overstated-and-what-worry-about},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author primary analysis identity verified; methods and original data not replicated in this locator pass.}
}

% W133: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W133,
  usera = {W133},
  author = {Yotzov and others},
  title = {Firm Data on AI},
  year = {2026},
  url = {https://www.nber.org/papers/w34836},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional working paper identity verified; methods and original data not replicated in this locator pass.}
}

% W134: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W134,
  usera = {W134},
  author = {Hampole and others},
  title = {Artificial Intelligence and the Labor Market},
  year = {2025},
  url = {https://www.nber.org/papers/w33509},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional working paper identity verified; methods and original data not replicated in this locator pass.}
}

% W135: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W135,
  usera = {W135},
  author = {Hosseini and others},
  title = {Generative AI as Seniority-Biased Technological Change: Evidence from U.S. Résumé and Job Posting Data},
  year = {2025},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5425555},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; primary versioned manuscript identity verified; methods and original data not replicated in this locator pass.},
  note = {Manuscript revisions have different reported population coverage; sample quantities must be version tagged}
}

% W136: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W136,
  usera = {W136},
  author = {Humlum, Anders and Vestergaard, Emilie},
  title = {Still Waters, Rapid Currents: Early Labor Market Transformation under Generative AI},
  year = {2026},
  url = {https://www.rfberlin.com/wp-content/uploads/2026/03/26078.pdf},
  doi = {10.3386/w33777},
  addendum = {RFBerlin Discussion Paper 078/26, original 132-page PDF dated March 13 2026; selected design, equations and figures checked, underlying Danish administrative data not independently replicated}
}

% W137: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W137,
  usera = {W137},
  author = {Aidala and others},
  title = {The Labor Market Is Tilting Toward Seniority},
  year = {2026},
  url = {https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary report identity verified; methods and original data not replicated in this locator pass.}
}

% W138: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W138,
  usera = {W138},
  author = {Athreya and others},
  title = {AI's Impact on Labor and Hiring},
  year = {2026},
  url = {https://libertystreeteconomics.newyorkfed.org/2026/08/ais-impact-on-labor-and-hiring/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional primary commentary identity verified; methods and original data not replicated in this locator pass.}
}

% W139: source status INSTITUTIONAL_ARTICLE; full text audited = NO
@online{W139,
  usera = {W139},
  author = {Audoly and others},
  title = {Do Job Postings Show Early Labor-Market Effects of AI?},
  year = {2026},
  doi = {10.59576/lse.20260514},
  url = {https://libertystreeteconomics.newyorkfed.org/2026/05/do-job-postings-show-early-labor-market-effects-of-ai/},
  addendum = {Federal Reserve Bank of New York research blog, 2026-05-14}
}

% W140: source status AUTHOR_RESEARCH_ARTICLE; full text audited = NO
@online{W140,
  usera = {W140},
  author = {Gallacher and others},
  title = {AI and Job Postings: From Destruction to Creation?},
  year = {2026},
  url = {https://hiringlab.indeed.com/2026/07/08/ai-and-job-postings-from-destruction-to-creation/},
  addendum = {Indeed Hiring Lab observational article, 2026-07-08}
}

% W141: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W141,
  usera = {W141},
  author = {Iscenko and others},
  title = {Google's AI \& Economy ATLAS v1.0: Mapping Gemini Usage in the Economy},
  year = {2026},
  url = {https://arxiv.org/abs/2608.00038},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author preprint identity verified; methods and original data not replicated in this locator pass.}
}

% W142: source status INSTITUTIONAL_ARTICLE; full text audited = NO
@online{W142,
  usera = {W142},
  author = {Nunn and others},
  title = {AI Is Probably Not (Yet) the Reason for Labor Market Weakening},
  year = {2026},
  url = {https://budgetlab.yale.edu/research/ai-probably-not-yet-reason-labor-market-weakening},
  addendum = {Yale Budget Lab research commentary, 2026-05-07}
}

% W143: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W143,
  usera = {W143},
  author = {Kinder and others},
  title = {New data show no AI jobs apocalypse — for now},
  year = {2025},
  url = {https://www.brookings.edu/articles/new-data-show-no-ai-jobs-apocalypse-for-now/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional primary commentary identity verified; methods and original data not replicated in this locator pass.}
}

% W144: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W144,
  usera = {W144},
  author = {PwC and others},
  title = {2026 Global AI Jobs Barometer: Two futures for jobs in an AI era},
  year = {2026},
  url = {https://www.pwc.com/gx/en/issues/artificial-intelligence/publications/artificial-intelligence-study.html},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary report identity verified; methods and original data not replicated in this locator pass.}
}

% W145: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W145,
  usera = {W145},
  author = {DORA},
  title = {ROI of AI-Assisted Software Development},
  year = {2026},
  url = {https://dora.dev/ai/roi/report/},
  addendum = {DORA practitioner ROI framework/report}
}

% W146: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W146,
  usera = {W146},
  author = {Chui and others},
  title = {McKinsey Technology Trends Outlook 2026},
  year = {2026},
  url = {https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/the-top-trends-in-tech},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; producer primary report identity verified; methods and original data not replicated in this locator pass.}
}

% W147: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W147,
  usera = {W147},
  author = {Yang and others},
  title = {To Ban or not to Ban? How Open Source Projects Govern GenAI Contributions},
  year = {2026},
  url = {https://arxiv.org/abs/2603.26487}
}

% W148: source status LEGACY_METADATA_ONLY; full text audited = NO
@inproceedings{W148,
  usera = {W148},
  author = {Lin, Feng and Kim, Dong Jae and Chen, Tse-Hsun},
  title = {{SOEN-101}: Code Generation by Emulating Software Process Models Using Large Language Model Agents},
  year = {2025},
  booktitle = {Proceedings of the 47th IEEE/ACM International Conference on Software Engineering},
  pages = {1527--1539},
  publisher = {IEEE},
  doi = {10.1109/ICSE55347.2025.00140},
  url = {https://ieeexplore.ieee.org/document/11029771/},
  eprint = {2403.15852},
  eprinttype = {arxiv},
  addendum = {Audited original arXiv:2403.15852v2 author-manuscript (2024-10-31), experimental settings p. 6 and Tables II--III pp. 6--7; ICSE 2025 proceedings tables have not been compared against this version.}
}

% W149: source status PRIMARY_PREPRINT_ABSTRACT; full text audited = NO
@online{W149,
  usera = {W149},
  author = {Chen and others},
  title = {Making AI Visible, Not Vanished: How AI Policies Reshape Developer Experience on GitHub},
  year = {2026},
  url = {https://arxiv.org/abs/2608.03329},
  addendum = {arXiv preprint, 2026}
}

% W150: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W150,
  usera = {W150},
  author = {Hora, Andre and Robbes, Romain and Zacchiroli, Stefano},
  title = {We Permit the Use of {AI}, but {[...]}: The Landscape of {AI} Policies in Popular Open Source Projects},
  year = {2026},
  eprint = {2609.07542},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2609.07542},
  addendum = {PASS9 arXiv v1 dated 7 September 2026; labelled corpus 281 selected policies, separate temporal cohort 92 policy files; double coded 30 policies times 6 dimensions, unadjusted 162/180 agreement. Authors point to Dataset of AI Policies, Zenodo DOI 10.5281/zenodo.22212208; raw snapshot not downloaded or recomputed. Earlier 118-policy study not an independent sample.}
}

% W151: source status LEGACY_METADATA_ONLY; full text audited = NO
% PASS10: Arithmetic identification interval for original detected 245 policies given 36 enriched additions; the 118-policy Zenodo 20214334 corpus is a distinct preliminary dataset, not a replacement for 281 source records.

@online{W151,
  usera = {W151},
  author = {Qiu, Libin and Ye, Yuhang and Gao, Zhirong and Zou, Xide and others},
  title = {Blueprint First, Model Second: A Framework for Deterministic {LLM} Workflow},
  year = {2026},
  eprint = {2508.02721},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2508.02721v2},
  addendum = {PASS9 compared original arXiv 2508.02721 v1 (2025-08-01) tau-bench Table 1 with v2 (2026-06-16) TravelPlanner Tables I-II; benchmark, baseline and model changed. In v2 Table II, reported paired McNemar p-value is not reproducible from continuous scores and no categorical discordance counts provided; final pass and hard-constraint trade-off remain benchmark-specific.}
}

% W152: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
% PASS10: Table V ScienceWorld one seed 56.7 vs three-seed mean 70.4 +/- 1.9 cannot refer to same 3-run distribution; Table II paired significance not identified by printed continuous means.

@online{W152,
  usera = {W152},
  author = {Hassan, Ahmed E. and Li, Hao and Lin, Dayi and Adams, Bram and Chen, Tse-Hsun and Kashiwa, Yutaro and Qiu, Dong},
  title = {Agentic Software Engineering: Foundational Pillars and a Research Roadmap},
  year = {2026},
  eprint = {2509.06216},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2509.06216},
  addendum = {arXiv v3, 24 June 2026; conceptual Structured Agentic Software Engineering roadmap, not an intervention trial.}
}

% W153: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W153,
  usera = {W153},
  author = {Hoda, Rashina},
  title = {Toward Agentic Software Engineering Beyond Code: Framing Vision, Values, and Vocabulary},
  year = {2026},
  eprint = {2510.19692},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2510.19692},
  addendum = {arXiv v2, 17 February 2026; CRAFT values and conceptual framing.}
}

% W154: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W154,
  usera = {W154},
  author = {Ahmad and others},
  title = {Comprehension Debt in GenAI-Assisted Software Engineering Projects},
  year = {2026},
  url = {https://arxiv.org/abs/2604.13277},
  addendum = {Student diary qualitative study (arXiv/EASE 2026)}
}

% W155: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W155,
  usera = {W155},
  author = {Anderson and others},
  title = {ChatGPT: Friend or Foe When Comprehending and Changing Unfamiliar Code},
  year = {2026},
  url = {https://arxiv.org/abs/2605.10702}
}

% W156: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W156,
  usera = {W156},
  author = {Kara and others},
  title = {LACY: Simulating Expert Mentoring for Software Onboarding with Code Tours},
  year = {2026},
  url = {https://arxiv.org/abs/2603.25391}
}

% W157: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W157,
  usera = {W157},
  author = {Rafique and others},
  title = {ClawVM: Harness-Managed Virtual Memory for Stateful Tool-Using LLM Agents},
  year = {2026},
  url = {https://binds.ch/papers/clawvm2026.pdf}
}

% W158: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W158,
  usera = {W158},
  author = {Tie and others},
  title = {Should I Give Up Now? Investigating LLM Pitfalls in Software Engineering},
  year = {2026},
  url = {https://arxiv.org/abs/2411.09916}
}

% W159: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W159,
  usera = {W159},
  author = {Xu and others},
  title = {Memory Management and Contextual Consistency for Long-Running Low-Code Agents},
  year = {2026},
  url = {https://arxiv.org/abs/2509.25250}
}

% W160: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W160,
  usera = {W160},
  author = {Anokhin and others},
  title = {AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents},
  year = {2025},
  url = {https://arxiv.org/abs/2407.04363}
}

% W161: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W161,
  usera = {W161},
  author = {Koana and others},
  title = {Examining ownership models in software teams: A systematic literature review and a replication study},
  year = {2024},
  url = {https://doi.org/10.1007/s10664-024-10538-5},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.},
  doi = {10.1007/s10664-024-10538-5}
}

% W162: audit 2026-10-10; PRIMARY_MANUSCRIPT_SELECTED_SECTIONS_INSPECTED; original microdata NOT replicated
@article{W162,
  usera = {W162},
  author = {Wyrich, Marvin and Bogner, Justus and Wagner, Stefan},
  title = {40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study},
  year = {2024},
  url = {https://doi.org/10.1145/3626522},
  doi = {10.1145/3626522},
  journaltitle = {ACM Computing Surveys},
  volume = {56},
  number = {4},
  eid = {106},
  addendum = {Published online 2023, issue dated 2024. See 2026 corrigendum, DOI 10.1145/3838282, correcting primary-study identifiers S1--S95.}
}

% W163: audit 2026-10-10; PRIMARY_MANUSCRIPT_SELECTED_SECTIONS_INSPECTED; original microdata NOT replicated
@inproceedings{W163,
  usera = {W163},
  author = {Ju, An and Sajnani, Hitesh and Kelly, Scot and Herzig, Kim},
  title = {A Case Study of Onboarding in Software Teams: Tasks and Strategies},
  year = {2021},
  url = {https://homepages.dcc.ufmg.br/~figueiredo/disciplinas/papers/icse2021ju.pdf},
  doi = {10.1109/ICSE43902.2021.00063},
  addendum = {ICSE 2021 case study, two Microsoft divisions; 32 developer and 15 manager interviews, 189 developer/37 manager survey responses. Not a randomized AI study.}
}

% W164: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W164,
  usera = {W164},
  author = {Peitek and others},
  title = {Program Comprehension and Code Complexity Metrics: An fMRI Study},
  year = {2021},
  url = {https://github.com/brains-on-code/fMRI-complexity-metrics-icse2021},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author software repository identity verified; methods and original data not replicated in this locator pass.}
}

% W165: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W165,
  usera = {W165},
  author = {Rodeghero and others},
  title = {Please Turn Your Cameras On: Remote Onboarding of Software Developers during a Pandemic},
  year = {2021},
  url = {https://arxiv.org/abs/2011.08130}
}

% W166: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W166,
  usera = {W166},
  author = {Ivanova and others},
  title = {Comprehension of computer code relies primarily on domain-general executive brain regions},
  year = {2020},
  url = {https://doi.org/10.7554/eLife.58906},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.},
  doi = {10.7554/eLife.58906}
}

% W167: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W167,
  usera = {W167},
  author = {Peitek and others},
  title = {A Look into Programmers' Heads},
  year = {2020},
  url = {https://doi.org/10.1109/TSE.2018.2863303},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.},
  doi = {10.1109/TSE.2018.2863303}
}

% W168: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@inproceedings{W168,
  usera = {W168},
  author = {Krüger and others},
  title = {Do you remember this source code?},
  year = {2018},
  url = {https://doi.org/10.1145/3180155.3180215},
  doi = {10.1145/3180155.3180215}
}

% W169: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W169,
  usera = {W169},
  author = {Peitek and others},
  title = {Simultaneous Measurement of Program Comprehension with fMRI and Eye Tracking: A Case Study},
  year = {2018},
  url = {https://github.com/brains-on-code/simultaneous-fmri-and-eyetracking},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; author software repository identity verified; methods and original data not replicated in this locator pass.}
}

% W170: source status LEGACY_METADATA_ONLY; full text audited = NO
@article{W170,
  usera = {W170},
  author = {Xia, Xin and Bao, Lingfeng and Lo, David and Xing, Zhenchang and Hassan, Ahmed E. and Li, Shanping},
  title = {Measuring Program Comprehension: A Large-Scale Field Study with Professionals},
  year = {2018},
  journaltitle = {IEEE Transactions on Software Engineering},
  volume = {44},
  number = {10},
  pages = {951--976},
  doi = {10.1109/TSE.2017.2734091},
  url = {https://xin-xia.github.io/publication/TSE17.pdf},
  addendum = {PASS8 IEEE typeset volume 44(10), pp. 951--976 verified at original pages 954 and 959. Earlier 23-page draft excluded four low-hour volunteers: N=79, 3244 hours. Final methods additionally exclude one 96-hour outlier: N=78, 3148 hours. However, final Table 1 project counts total 79, not 78, and final Table 5 repeats 57.62 percent. Cohort reason resolved; original-observation and table reconciliation remain open.}
}

% W171: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W171,
  usera = {W171},
  author = {Nassif and others},
  title = {Revisiting Turnover-Induced Knowledge Loss in Software Projects},
  year = {2017},
  url = {https://doi.org/10.1109/ICSME.2017.64},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W172: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W172,
  usera = {W172},
  author = {Siegmund and others},
  title = {Measuring neural efficiency of program comprehension},
  year = {2017},
  url = {https://doi.org/10.1145/3106237.3106268},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W173: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W173,
  usera = {W173},
  author = {Rigby and others},
  title = {Quantifying and Mitigating Turnover-Induced Knowledge Loss: Case Studies of Chrome and a Project at Avaya},
  year = {2016},
  url = {https://users.encs.concordia.ca/~pcr/paper/Rigby2016ICSE.pdf}
}

% W174: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W174,
  usera = {W174},
  author = {Foucault and others},
  title = {Impact of Developer Turnover on Quality in Open-Source Software},
  year = {2015},
  url = {https://doi.org/10.1145/2786805.2786870},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W175: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W175,
  usera = {W175},
  author = {Greiler and others},
  title = {Code Ownership and Software Quality: A Replication Study},
  year = {2015},
  url = {https://www.microsoft.com/en-us/research/wp-content/uploads/2015/05/MSR-2015-Source-Code-Ownership-IEEE\_camera-ready.pdf}
}

% W176: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W176,
  usera = {W176},
  author = {Minelli and others},
  title = {I Know What You Did Last Summer — An Investigation of How Developers Spend Their Time},
  year = {2015},
  url = {https://www.robertominelli.com/assets/downloads/publications/Mine2015b.pdf}
}

% W177: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W177,
  usera = {W177},
  author = {Müller and others},
  title = {Stuck and Frustrated or in Flow and Happy: Sensing Developers' Emotions and Progress},
  year = {2015},
  url = {https://doi.org/10.1109/ICSE.2015.334},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W178: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@inproceedings{W178,
  usera = {W178},
  author = {Rastogi and others},
  title = {Ramp-Up Journey of New Hires: Tug of War of Aids and Impediments},
  year = {2015},
  url = {https://doi.org/10.1109/ESEM.2015.7321212},
  doi = {10.1109/ESEM.2015.7321212}
}

% W179: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W179,
  usera = {W179},
  author = {Sharafi and others},
  title = {A systematic literature review on the usage of eye-tracking in software engineering},
  year = {2015},
  url = {https://doi.org/10.1016/j.infsof.2015.06.008},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W180: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W180,
  usera = {W180},
  author = {Fritz and others},
  title = {Using psycho-physiological measures to assess task difficulty in software development},
  year = {2014},
  url = {https://www.microsoft.com/en-us/research/publication/using-psycho-physiological-measures-to-assess-task-difficulty-in-software-development/},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional publication record identity verified; methods and original data not replicated in this locator pass.}
}

% W181: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W181,
  usera = {W181},
  author = {Siegmund and others},
  title = {Understanding understanding source code with functional magnetic resonance imaging},
  year = {2014},
  url = {https://doi.org/10.1145/2568225.2568252},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher doi identity verified; methods and original data not replicated in this locator pass.}
}

% W182: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W182,
  usera = {W182},
  author = {Bird and others},
  title = {Don't Touch My Code! Examining the Effects of Ownership on Software Quality},
  year = {2011},
  url = {https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/bird2011dtm.pdf}
}

% W183: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W183,
  usera = {W183},
  author = {Dagenais and others},
  title = {Moving into a New Software Project Landscape},
  year = {2010},
  url = {https://research.ibm.com/publications/moving-into-a-new-software-project-landscape},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; institutional publication record identity verified; methods and original data not replicated in this locator pass.}
}

% W184: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@inproceedings{W184,
  usera = {W184},
  author = {Zhou and others},
  title = {Developer Fluency: Achieving True Mastery in Software Projects},
  year = {2010},
  url = {https://doi.org/10.1145/1882291.1882313},
  doi = {10.1145/1882291.1882313}
}

% W185: audit 2026-10-10; PRIMARY_MANUSCRIPT_SELECTED_SECTIONS_INSPECTED; original microdata NOT replicated
@inproceedings{W185,
  usera = {W185},
  author = {Mockus, Audris},
  title = {Succession: Measuring Transfer of Code and Developer Productivity},
  year = {2009},
  doi = {10.1109/ICSE.2009.5070509},
  url = {https://mockus.org/papers/succession.pdf},
  addendum = {ICSE 2009, pp. 67--77; observational historical succession data; full primary text consulted. Original outcomes do not concern AI.}
}

% W186: audit 2026-10-10; PRIMARY_MANUSCRIPT_SELECTED_SECTIONS_INSPECTED; original microdata NOT replicated
@inproceedings{W186,
  usera = {W186},
  author = {LaToza, Thomas D. and Venolia, Gina and DeLine, Robert},
  title = {Maintaining Mental Models: A Study of Developer Work Habits},
  year = {2006},
  url = {https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/p492-latoza.pdf},
  doi = {10.1145/1134285.1134355},
  addendum = {ICSE 2006, pp. 492--501; two internal surveys and eleven interviews; study authors did not estimate self-selection bias.}
}

% W187: audit 2026-10-10; PRIMARY_LOCATOR_ONLY_NO_FULLTEXT; original microdata NOT replicated
@online{W187,
  usera = {W187},
  author = {Mockus, Audris and Weiss, David M.},
  title = {Globalization by Chunking: A Quantitative Approach},
  year = {2001},
  url = {https://mockus.org/papers/chunking.pdf},
  doi = {10.1109/52.914737}
}

% W188: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W188,
  usera = {W188},
  author = {Sim and others},
  title = {The Ramp-Up Problem in Software Projects: A Case Study of How Software Immigrants Naturalize},
  year = {1998},
  url = {https://dl.acm.org/doi/10.5555/302163.302199},
  addendum = {Direct primary or producer-publication locator resolved 10 October 2026; publisher record identity verified; methods and original data not replicated in this locator pass.}
}

% W189: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W189,
  usera = {W189},
  author = {Wheeler, Brett},
  title = {The Substrate Collapse: {AI} Code Generation Invalidates Authorship-Based Knowledge Metrics},
  year = {2026},
  eprint = {2606.20882},
  eprinttype = {arxiv},
  url = {https://arxiv.org/html/2606.20882},
  addendum = {arXiv v1, 18 June 2026; theoretical measurement critique rather than an original empirical test.}
}

% W190: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W190,
  usera = {W190},
  author = {Abdelsalam and others},
  title = {How do Humans and LLMs Process Confusing Code?},
  year = {2025},
  url = {https://arxiv.org/abs/2508.18547}
}

% W191: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W191,
  usera = {W191},
  author = {Ehsani and others},
  title = {Where Do AI Coding Agents Fail? An Empirical Study of Failed Agentic Pull Requests in GitHub},
  year = {2026},
  url = {https://arxiv.org/abs/2601.15195}
}

% W192: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W192,
  usera = {W192},
  author = {Li and others},
  title = {AIDev: Studying AI Coding Agents on GitHub},
  year = {2026},
  url = {https://arxiv.org/html/2602.09185}
}

% W193: source status LEGACY_METADATA_ONLY; full text audited = NO
@online{W193,
  usera = {W193},
  author = {METR / Epoch AI},
  title = {MirrorCode: Evidence that AI can already do some weeks-long coding tasks},
  year = {2026},
  url = {https://epoch.ai/publications/mirrorcode-preliminary-results}
}

@online{SEPolimiAnnotated2026,
  author = {Fuggetta, Alfonso and Tamburri, Damian Andrew and Margara, Alessandro},
  title = {The SE \& AI Annotated Bibliography: 193 works on AI and software engineering, in nine streams},
  date = {2026-10-09},
  url = {https://www.sepolimi.com/p/se-ai-annotated-bibliography},
  urldate = {2026-10-10},
  organization = {Software Engineering @ PoliMi},
  note = {Catalogue snapshot as of 2026-10-08; original source credits and licensing apply}
}

% Author-verified corrigendum, independent record attached to W162, 2026-09-02.
@article{W162Corrigendum2026,
  usera = {W162-C},
  author = {Wyrich, Marvin and Bogner, Justus and Wagner, Stefan},
  title = {Corrigendum: 40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study},
  journaltitle = {ACM Computing Surveys},
  year = {2026},
  volume = {58},
  number = {14},
  eid = {C3},
  doi = {10.1145/3838282},
  url = {https://doi.org/10.1145/3838282},
  addendum = {Corrects mapping of S1--S95 primary studies to their reference list and replication package}
}