Audit Trail · Article #2515454

UPEI cites enrolment changes, rising costs amid concerns over academic budget cuts

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

published 2026-11-07T10:00:54 · ingested 2026-11-07T07:19:29.946691

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-11-07T07:19:29.946691
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.267 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-11-07T09:38:57.572378-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.267

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified UPEI says changing student enrolment and rising costs are behind its plans to review spending for the 2027-28 academic year

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-07T07:19:29.972635
      

unverified 20 news release, the association said the proposed […]

Rule-based: source_credibility=False, has_stat=True, hedged=True

        heuristic-v1 · 2026-11-07T07:19:29.972635
      

Cross-Outlet Cluster · I.N.K.

UPEI cites enrolment changes, rising costs amid concerns over academic budget cuts 1 article across outlets

      clustered at 2026-11-07T07:19:29.959960
    

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)

2026-11-07T07:19:29.946691 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
}

2026-11-07T09:38:57.572378 bias_v2_scored

payload

{
  "confidence": 0.381,
  "ensemble_band": "center-right",
  "ensemble_score": 0.267,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.267
}

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