Sample report — anonymized

Arm's Length Grid

This is what every paid report looks like: a 0–100 conflict-strength score with every finding hyperlinked to its source. Identifying details have been redacted; data shape is real.

Candidate × Evaluator
Dr. Jane Chen  ×  Prof. Mark Whitfield
Candidate institution
MIT (2018–present)
Evaluator institution
Stanford (2009–present)
Conflict-strength score
72
High — manual review recommended
4 evidence factors combined. 1 critical, 2 moderate, 1 informational.
CRITICAL
ORCID timeline
Overlapping employment: 2014–2017 at MIT

Dr. Chen was a postdoc in Prof. Whitfield's lab at MIT, May 2014 – Aug 2017. ORCID records list shared affiliation in 3 consecutive years.

View ORCID record
HIGH
PubMed
2 co-authored publications (2016, 2018)

Both papers list Prof. Whitfield as last author (senior status). Most recent: 2018, well within the 7–10y lookback window.

View PubMed (2018)
MODERATE
Google
Mutual conference panel — NeurIPS 2022

Both appeared on the same panel: 'Foundations of Federated Learning' (Dec 2022). Page 7 of Google results for joint name search.

View NeurIPS schedule
INFO
ORCID
Shared funding acknowledgement: NSF DGE-1745303

Both researchers acknowledged NSF DGE-1745303 between 2015–2017. Not a direct conflict but contextual.

View NSF award
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