Audit Trail · Article #2392021

'You should wear a colour so it makes you feel good': Designer tips for fall's hottest hue

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-22T18:00:26 · ingested 2026-10-22T14:23:17.480985

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 85% vv3

The article presents the designer's perspective positively, focusing on the uplifting aspects of the color choice.

Trigger phrases: 'You should wear a colour so it makes you feel good'That feels wearable

      computed at 2026-10-22T14:35:34.236926
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.249 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T14:35:47.333837-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.249

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T14:39:22.337472

Tier-2 at: 2026-11-02T21:21:41.283679

AI analyzed: ✓ at 2026-10-22T14:35:34.236926

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true 'COS Creative Director Karin Gustafsson says having brighter colours combined with strong accents that sort of grounds them feels wearable'

The quote is directly attributed to the designer and aligns with her statement about the collection.

        C.H.E.C.K. · 2026-11-02T21:21:41.283679
      

Cross-Outlet Cluster · I.N.K.

'You should wear a colour so it makes you feel good': Designer tips for fall's hottest hue 1 article across outlets

      clustered at 2026-10-22T14:23:17.487653
    

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)

2026-10-22T14:23:17.480985 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": 593
}

2026-10-22T14:35:47.333837 bias_v2_scored

payload

{
  "confidence": 0.356,
  "ensemble_band": "center",
  "ensemble_score": 0.249,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.249
}

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