Audit Trail · Article #2380007
Looking at the Election Promises on Saving Forestry Jobs - The Tyee
Source article ↗
· The Tyee
· outlet lean: left
· owner: Tyee Solutions Society (non_profit)
published 2026-10-21T02:29:02.648928
· ingested 2026-10-21T00:29:02.648928
Bias Analysis · B.I.A.S.
CENTER
score: -0.20
confidence: 80%
vv3
The article provides a balanced view by examining the election promises without strongly advocating for any party or candidate.
Trigger phrases:
election promisessaving forestry jobs
computed at 2026-10-21T00:35:08.931334
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT
score: 0.296
confidence: 42%
valhalla/distilbart-mnli-12-3
computed at 2026-10-21T00:35:10.327486-04:00
Ensemble (heuristic + ML v2)
CENTER RIGHT
score: 0.296
Analysis Tier
Tier:
quick_v1+full
Tier-1 at:
2026-10-21T00:36:00.839290
Tier-2 at:
2026-10-21T00:36:00.839290
AI analyzed:
✗
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: BC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (4)
unverified
The article discusses the promises made during an election regarding saving forestry jobs.
fact_v1 · 2026-10-21T00:35:19.128390
unverified
It is suggested that a specific event or time period should not be named as it could lead to privacy concerns.
fact_v1 · 2026-10-21T00:35:19.128390
unverified
Forestry workers face challenges in maintaining their livelihoods due to changing economic and environmental factors.
fact_v1 · 2026-10-21T00:35:19.128390
unverified
(no factual claims extracted)
(model returned no claims for this article)
V.E.R.I.F.Y. · 2026-10-21T00:36:00.833022
Cross-Outlet Cluster · I.N.K.
Looking at the Election Promises on Saving Forestry Jobs - The Tyee
1 article across outlets
clustered at 2026-10-21T00:29:02.653499
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)
-
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": 13762 } -
bias_v2_scored
payload
{ "confidence": 0.423, "ensemble_band": "center-right", "ensemble_score": 0.296, "label": "right", "model": "valhalla/distilbart-mnli-12-3", "score": 0.296 }
Every signal computed about this article, with timestamps. Source for the
transparency promise behind our methodology.