Audit Trail · Article #2484815

‘This needs to be fixed’: MUNSU wants Metrobus services restored in St. John's

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

published 2026-11-03T11:40:29 · ingested 2026-11-03T06:53:40.378634

Bias Analysis · B.I.A.S.

LEFT score: -0.40 vv3

The article focuses on the negative impact of reduced bus services and supports a student union's call for restoration, which leans towards a left-leaning perspective.

Trigger phrases: 'This needs to be fixed''students don’t want to listen to what’s going on in Metrobuses''we are really sorry for the students who are facing these things'

      computed at 2026-11-03T06:53:40.378634
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 35% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T07:07:42.570204-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T07:13:31.638817

Tier-2 at: 2026-11-03T07:33:32.125749

AI analyzed: ✓ at 2026-11-03T07:13:31.638817

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NL

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Metrobus reduced five routes, including one that services Memorial University of Newfoundland.

The article provides specific details about which routes were affected and when the reductions took effect.

        C.O.N.D.U.I.T. · 2026-11-03T07:33:32.125749
      

true The reduction was due to a shortage of qualified mechanics affecting maintenance capabilities.

Metrobus' statement in the article explains this as the reason for the route reductions.

        C.O.N.D.U.I.T. · 2026-11-03T07:33:32.125749
      

Cross-Outlet Cluster · I.N.K.

‘This needs to be fixed’: MUNSU wants Metrobus services restored in St. John's 1 article across outlets

      clustered at 2026-11-03T06:53:40.432054
    

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)

2026-11-03T06:53:40.378634 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
}

2026-11-03T07:07:42.570204 bias_v2_scored

payload

{
  "confidence": 0.354,
  "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.