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Audit Trail · Article #2398592

Calgary housing affordability still out of reach for prospective buyers

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-10-23T18:30:18 · ingested 2026-10-23T15:36:09.763775
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.40 vv3
The article focuses on the challenges faced by prospective buyers in Calgary, highlighting affordability issues and suggesting that prices are not competitive compared to other regions.
Trigger phrases: prospective homebuyersaffordability issuelooking at other areas
computed at 2026-10-23T15:36:09.763775
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.242 confidence: 35% valhalla/distilbart-mnli-12-3
computed at 2026-10-23T15:59:09.327798-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.242
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-23T15:56:21.732912
Tier-2 at: 2026-11-01T00:50:40.735694
AI analyzed: ✓ at 2026-10-23T15:56:21.732912
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true The average price of a home in Calgary fell from $571,500 to $569,000.
This claim is directly stated in the article and likely based on reliable data.
A.X.I.O.M. · 2026-11-01T00:50:40.735694
true Calgary saw a decrease of just $350 in affordability compared to the previous month.
The article provides this specific statistic, which aligns with the overall narrative about stagnant improvement in housing affordability.
A.X.I.O.M. · 2026-11-01T00:50:40.735694
mixed Mortgage rates have not changed much in Calgary and other places.
While it is stated that mortgage payments did not change significantly, the article does not provide enough context to fully verify this claim or its implications.
A.X.I.O.M. · 2026-11-01T00:50:40.735694
Cross-Outlet Cluster · I.N.K.
Calgary housing affordability still out of reach for prospective buyers 1 article across outlets
clustered at 2026-10-23T15:36:09.769963
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)
  1. 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
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.346,
  "ensemble_band": "center",
  "ensemble_score": 0.242,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.242
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.