Audit Trail · Article #459153

Les souvenirs d’été impérissables de l’équipe de L’actualité

Source article ↗ · L'actualité · outlet lean: center-left · owner: Mishmash Media (independent)

published 2026-06-03T05:00:00 · ingested 2026-06-03T22:36:37.651555

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 95% vv3

The article's title and body focus on nostalgic memories of summer vacation spots in Quebec, such as The Islands, La Ronde, camping, and the Percé Rock. This suggests a positive sentiment towards these locations, which aligns with the regional identity and shared experiences of Quebecers. However, the article does not present any controversial or biased content, and it is primarily focused on personal reminiscences rather than political or societal issues.

Trigger phrases: Les ÎlesLa Rondele campingle rocher Percé

      computed at 2026-06-04T01:46:07.609483
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.266 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-06-04T01:20:15.324478+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.133

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T01:46:07.609483

Geographic Extraction · L.O.C.A.L.

Country: —

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Les souvenirs d’été impérissables de l’équipe de L’actualité 1 article across outlets

      clustered at 2026-06-03T22:36:37.786026
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

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

Fairness {'events': 240046, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 4230, 'grade': 'A+', 'score': 99.7}

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

Transparency {'events': 3240, 'grade': 'A+', 'score': 99.1}

Ethics audit by C.R.E.E.D. Institute · 252544 events tracked

Raw Audit Trail (2 events)

2026-06-03T22:36:37.651555 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 13766
}

2026-06-04T01:20:15.324478 bias_v2_scored

payload

{
  "confidence": 0.38,
  "ensemble_band": "center",
  "ensemble_score": 0.133,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.266
}

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