Transparency report · foundation release

What changed. What is missing. What comes next.

This report covers knowledge, model, reviewer, evidence, correction, evaluation, and limitation updates that materially affect how Flockline guidance should be interpreted.

Report date: 28 July 2026Graph version: 0.1.0

Release record

Foundation changes.

The first version publishes the system before claiming the outcomes.

Evidence graph created
Added typed topics, studies, methodologies, benchmarks, evaluations, corrections, versions, community patterns, product insights, and explicit relationships.
Created
Source library created
Published seven foundational source records across peer-reviewed, government, extension, and veterinary-manual evidence classes.
7 sources
Methodology and safety policy published
Documented topic selection, source handling, community boundaries, conflicts, maintenance, diagnostic limits, confidence language, and escalation policy.
Published
Hennie benchmark defined
Published the target, dimensions, manual-scoring policy, adjudication rule, and result contract. No result is claimed.
Design only

Known limitations

Open gaps.

These limitations materially constrain what the platform can claim today.

Evidence coverage

The initial library is not a comprehensive review of chicken health. Several topics have little or no linked evidence.

Quality and confidence

No evidence-quality rubric has been applied. Topic strength and Flockline confidence remain not assessed.

Clinical review

No clinical reviewer roster or page-level veterinary sign-off is published.

Product evaluation

No benchmark scenarios or Hennie evaluation results are published.

Community intelligence

No community-pattern records are published. The collection and privacy protocol still needs operational definition.

Aggregate insights

Product insights are disabled pending privacy approval, cohort thresholds, and small-cell suppression.

Correction history

No corrections yet.

This initial graph version contains zero correction records. Future corrections will preserve the previous text, corrected text, reason, date, target node, and replacement version.

Report an issue: use the Flockline contact page and include the page, statement, source, and reason you believe a correction is needed.