Audit Trail · Article #459152

Le nouveau facteur autochtone

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

published 2026-06-03T05:00:00 · ingested 2026-06-03T22:36:37.024558

Bias Analysis · B.I.A.S.

CENTER score: -0.60 confidence: 85% vv3

The article mentions a political commentator's opinion that in a hypothetical third Quebec sovereignty referendum, the indigenous question would play a more significant role than the federal clarity law. This implies a leaning towards giving more importance to indigenous issues over federal laws. However, it is important to note that this is an opinion piece and does not necessarily reflect the bias of the news outlet itself.

Trigger phrases: Chantal Héberttroisième référendum sur la souveraineté du Québec

      computed at 2026-06-04T01:45:43.735677
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.348 confidence: 50% valhalla/distilbart-mnli-12-3

      computed at 2026-06-04T01:20:20.822257+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.174

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T01:45:43.735677

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.

Le nouveau facteur autochtone 1 article across outlets

      clustered at 2026-06-03T22:36:37.158131
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 4106, 'grade': 'A+', 'score': 98.6}

Fairness {'events': 239436, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 4204, 'grade': 'A+', 'score': 99.7}

Safety {'events': 917, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3238, 'grade': 'A+', 'score': 99.1}

Ethics audit by C.R.E.E.D. Institute · 251901 events tracked

Raw Audit Trail (2 events)

2026-06-03T22:36:37.024558 ingested

payload

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

2026-06-04T01:20:20.822257 bias_v2_scored

payload

{
  "confidence": 0.497,
  "ensemble_band": "center",
  "ensemble_score": 0.174,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.348
}

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