Audit Trail · Article #2474506

OPINION: Beinn Mhabu move questioned

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-11-02T11:56:53 · ingested 2026-11-02T07:02:05.071787

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.50 confidence: 80% vv3

The article presents a personal opinion and does not include balanced perspectives or opposing viewpoints, which leans towards a centrist bias.

Trigger phrases: complete and utter disbelieffirst handpassionate in his duties

      computed at 2026-11-02T08:07:27.609829
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T08:06:24.215074-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T08:07:39.411663

Tier-2 at: 2026-11-02T10:05:24.686591

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Kenneth MacKenzie was dismissed from his role at Beinn Mhabu.

The article directly states the event and provides context around it.

        V.E.R.I.F.Y. · 2026-11-02T10:05:24.686591
      

true Kenneth MacKenzie is deeply rooted in Gaelic culture and community.

The author claims personal observation of his dedication to Gaelic language, culture, and community involvement.

        V.E.R.I.F.Y. · 2026-11-02T10:05:24.686591
      

mixed Beinn Mhabu was established to honor the original aims of Coláiste na nGael.

While the author believes this is true, it is not explicitly verified by additional sources in the article.

        V.E.R.I.F.Y. · 2026-11-02T10:05:24.686591
      

Cross-Outlet Cluster · I.N.K.

OPINION: Beinn Mhabu move questioned 1 article across outlets

      clustered at 2026-11-02T07:02:05.134940
    

Governance — C.R.E.E.D.

A+

overall grade

100.0

By Category

Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Fairness {'events': 3, 'grade': 'A+', 'note': 'below minimum volume (3 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}

Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Ethics audit by C.R.E.E.D. Institute · 3 events tracked

Raw Audit Trail (2 events)

2026-11-02T07:02:05.071787 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13771
}

2026-11-02T08:06:24.215074 bias_v2_scored

payload

{
  "confidence": 0.377,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.