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R0026/2026-03-25/Q001 — Self-Audit

ROBIS 4-Domain Audit

Domain 1: Eligibility Criteria

Rating: Low risk

Criterion Assessment
Criteria defined before searching Yes — any documented public use of the portmanteau "pretendgineer" or "pretengineer" qualified as evidence
Criteria remained stable during research Yes — no criteria were adjusted after seeing results
Both spellings considered Yes — "pretendgineer" (with 'd') and "pretengineer" (without 'd') were both searched

Notes: The eligibility criteria were straightforward for this query. Any public instance of the term counts as evidence of prior art. No subjectivity was required.

Domain 2: Search Comprehensiveness

Rating: Low risk

Criterion Assessment
Multiple search strategies used Yes — 4 distinct searches with different query terms and filters
Searches designed to test each hypothesis Yes — searches were broad enough to detect absence if the term did not exist
All results dispositioned Yes — 40 results returned across 4 searches, all dispositioned (15 selected + 25 rejected)
Source diversity achieved Yes — dictionaries, articles, social media, code repositories, websites

Notes: Four searches across different angles (general web, dictionary variants, social media, origin/blog). All 40 returned results have been dispositioned. Six WebFetch operations were performed to extract detailed evidence from key sources.

Domain 3: Evaluation Consistency

Rating: Low risk

Criterion Assessment
All sources scored using same framework Yes — all 7 sources received full scorecards with reliability, relevance, and bias assessments
Evidence typed consistently Yes — all evidence typed as Factual or Reported using the same criteria
ACH matrix applied Yes — all 7 evidence extracts evaluated against all 3 hypotheses
Diagnosticity analysis performed Yes — most and least diagnostic evidence identified with rationale

Notes: Consistent framework applied across all sources. The evaluation was straightforward because all evidence pointed in the same direction.

Domain 4: Synthesis Fairness

Rating: Low risk

Criterion Assessment
All hypotheses given fair hearing Yes — H2 and H3 were genuinely tested; searches were designed to detect absence of prior art
Contradictory evidence surfaced N/A — no contradictory evidence exists; this is itself a finding
Confidence calibrated to evidence Yes — "Almost certain" (95-99%) is appropriate given the volume and diversity of evidence
Gaps acknowledged Yes — missing domain registration dates, 403 errors on some pages documented

Notes: The absence of any contradictory evidence is itself noteworthy. The first search alone returned definitive results. Subsequent searches confirmed and extended the finding rather than challenging it.

Overall Assessment

Overall risk of bias: Low risk

This was a straightforward factual query with an unambiguous answer. The evidence base is diverse, independently verifiable, and unanimous in supporting H1 (prior art exists). The main limitation is that some sources (pretendgineer.com, TheFreeDictionary) returned 403 errors on direct fetch, but their existence was confirmed through search result metadata. No bias in the research process could reasonably have produced a different outcome — the term's prior art is too extensive and too well-documented to miss.

Researcher Bias Check

  • Confirmation bias risk: Low. The query was neutral (asking whether prior art exists, not asserting it). All three hypotheses were genuinely testable — if the term were novel, searches would have returned few or no relevant results. That did not happen.
  • Anchoring risk: Low. No initial assumption about the answer was provided. The first search results were surprising in their volume, which could create anchoring on H1, but subsequent searches independently confirmed the same conclusion.
  • No researcher profile provided: Without a declared researcher profile, the audit cannot assess whether the questioner's biases influenced the framing. The query itself appears neutrally framed.