Audit Trail · Article #2438585

Housing market feels effect of rising rates, trade war

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-29T14:56:51 · ingested 2026-10-29T11:15:56.809947

Bias Analysis · B.I.A.S.

CENTER score: 0.10 confidence: 80% vv3

The article presents balanced information without明显的偏见，文中提供了平衡的信息，没有明显偏向任何一方。

Trigger phrases: RBC EconomicsConsumer confidencefaltering trade negotiations

      computed at 2026-10-29T14:08:33.962626
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.245 confidence: 35% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T12:14:46.917671-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.245

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T14:08:33.962626

Tier-2 at: 2026-10-29T14:08:33.962626

AI analyzed: ✓ at 2026-10-29T14:08:33.962626

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Rising mortgage interest rates and increased tensions in trade relations have discouraged homebuyers from making purchases.

        fact_v1 · 2026-10-29T14:08:34.055699
      

unverified Consumers' confidence in the housing market has weakened as a result of these economic factors.

        fact_v1 · 2026-10-29T14:08:34.055699
      

unverified The Canadian housing market experienced a decline in sales volume during August due to reduced consumer demand.

        fact_v1 · 2026-10-29T14:08:34.055699
      

Cross-Outlet Cluster · I.N.K.

Housing market feels effect of rising rates, trade war 1 article across outlets

      clustered at 2026-10-29T11:15:56.823220
    

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)

2026-10-29T11:15:56.809947 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": 13757
}

2026-10-29T12:14:46.917671 bias_v2_scored

payload

{
  "confidence": 0.351,
  "ensemble_band": "center-left",
  "ensemble_score": -0.245,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.245
}

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