Audit Trail · Article #2349183

Zambian NWSL players must wait to return from international duty

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

published 2026-10-17T00:06:13 · ingested 2026-10-16T21:26:40.202080

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-16T21:26:40.202080
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.259 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-16T21:59:29.548502-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.259

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-16T21:59:59.453278

Tier-2 at: —

AI analyzed: ✓ at 2026-10-16T21:58:45.775823

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified Zambian National Women's Soccer League players are being temporarily restricted from returning home due to their participation in an international duty.

        fact_v1 · 2026-10-16T21:58:49.970516
      

unverified The duration of the international duty is not specified in this article.

        fact_v1 · 2026-10-16T21:58:49.970516
      

unverified There is no mention of potential consequences or penalties for those unable to return on time.

        fact_v1 · 2026-10-16T21:58:49.970516
      

unverified Zambian National Women's Soccer League (NWSL) players will not be returning to their country immediately after completing international duty.

        V.E.R.I.F.Y. · 2026-10-16T21:59:59.448778
      

unverified The delay in the return of Zambian NWSL players is due to the ongoing conflict in the Democratic Republic of Congo, where they are deployed for support operations.

        V.E.R.I.F.Y. · 2026-10-16T21:59:59.448778
      

Cross-Outlet Cluster · I.N.K.

Zambian NWSL players must wait to return from international duty 1 article across outlets

      clustered at 2026-10-16T21:26:40.208184
    

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)

2026-10-16T21:26:40.202080 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
}

2026-10-16T21:59:29.548502 bias_v2_scored

payload

{
  "confidence": 0.37,
  "ensemble_band": "center-right",
  "ensemble_score": 0.259,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.259
}

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