Audit Trail · Article #459387

Nova Scotia scores a D on Food Banks Canada’s Poverty Report Card. Here’s why

Source article ↗ · The Coast (Halifax) · outlet lean: center-left · owner: Coast Publishing (independent)

published 2026-06-03T06:00:00 · ingested 2026-06-03T22:38:02.279217

Bias Analysis · B.I.A.S.

CENTER score: 0.70 confidence: 95% vv3

The article's title and content present a negative perspective on Nova Scotia's performance in Food Banks Canada’s Poverty Report Card, as indicated by the use of phrases such as 'scores a D' and 'ongoing affordability crisis'. The article does not provide counterarguments or positive perspectives that could balance the bias.

Trigger phrases: Nova Scotia scores a Dongoing affordability crisis

      computed at 2026-06-04T02:16:39.807930
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 66% valhalla/distilbart-mnli-12-3

      computed at 2026-06-04T01:12:01.124962+00:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.500

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T02:16:39.807930

Geographic Extraction · L.O.C.A.L.

Country: —

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Nova Scotia scores a D on Food Banks Canada’s Poverty Report Card. Here’s why 1 article across outlets

      clustered at 2026-06-03T22:38:02.423500
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 4109, 'grade': 'A+', 'score': 98.6}

Fairness {'events': 240093, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 4231, 'grade': 'A+', 'score': 99.7}

Safety {'events': 919, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3241, 'grade': 'A+', 'score': 99.1}

Ethics audit by C.R.E.E.D. Institute · 252593 events tracked

Raw Audit Trail (2 events)

2026-06-03T22:38:02.279217 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: poverty(-0.12\u00d73)",
    "score": -1.0
  },
  "source_id": 14339
}

2026-06-04T01:12:01.124962 bias_v2_scored

payload

{
  "confidence": 0.656,
  "ensemble_band": "center-left",
  "ensemble_score": -0.5,
  "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.