Audit Trail · Article #2124704

'Nobody wanted it to end': Seniors prom brings together long-term care residents, Brock University students

Source article ↗ · CBC English Top Stories · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-09-16T08:00:00 · ingested 2026-09-16T07:40:12.120636

Bias Analysis · B.I.A.S.

CENTER score: 0.10 confidence: 80% vv3

The article presents a positive event without clear bias, focusing on the joy and unity of the seniors and students involved.

Trigger phrases: 'Nobody wanted it to end'felt as if they were fresh-faced teenagers again

      computed at 2026-09-16T08:20:33.468114
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.250 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-09-16T08:04:09.418242-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.250

Analysis Tier

Tier: quick_v1_failed+full

Tier-1 at: —

Tier-2 at: 2026-09-16T08:21:35.436324

AI analyzed: ✓ at 2026-09-16T08:20:33.468114

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Residents of four long-term care homes in Ontario's Niagara region got to feel as if they were fresh-faced teenagers again

This is a subjective description and not a factual claim that can be verified with specific data or sources.

        fact_v1 · 2026-09-16T08:21:08.397764
      

unverified residents of four long-term care homes in Ontario's Niagara region got to feel as if they were fresh-faced teenagers again

This is a description and not a factual claim with verifiable elements.

        V.E.R.I.F.Y. · 2026-09-16T08:21:35.434616
      

Cross-Outlet Cluster · I.N.K.

'Nobody wanted it to end': Seniors prom brings together long-term care residents, Brock University students 1 article across outlets

      clustered at 2026-09-16T07:40:12.127843
    

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)

2026-09-16T07:40:12.120636 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": 1
}

2026-09-16T08:04:09.418242 bias_v2_scored

payload

{
  "confidence": 0.357,
  "ensemble_band": "center-right",
  "ensemble_score": 0.25,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.25
}

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