Audit Trail · Article #2365406

Quebec’s strategic maple syrup reserve running dry amid high demand

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-10-19T15:02:55.359142 · ingested 2026-10-19T13:02:55.359142

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-19T13:02:55.359142
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.286 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T13:16:22.147503-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.286

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T13:16:57.623593

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T13:16:14.244142

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified Quebec's maple syrup reserves are rapidly depleting due to increased demand.

        fact_v1 · 2026-10-19T13:16:22.301378
      

unverified The lack of available maple syrup is affecting the economy and livelihoods in Quebec.

        fact_v1 · 2026-10-19T13:16:22.301378
      

unverified High temperatures have contributed significantly to reduced production of maple syrup.

        fact_v1 · 2026-10-19T13:16:22.301378
      

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-19T13:16:57.621603
      

Cross-Outlet Cluster · I.N.K.

Quebec’s strategic maple syrup reserve running dry amid high demand 4 articles across outlets

      clustered at 2026-10-19T13:02:55.367190
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-19T13:02:55.359142 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": 13761
}

2026-10-19T13:16:22.147503 bias_v2_scored

payload

{
  "confidence": 0.409,
  "ensemble_band": "center-right",
  "ensemble_score": 0.286,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.286
}

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