SCC Nexus · UPF26 Food Processing Evidence Observatory

Academic and scientific submission

A transparent prospective methods protocol with independently inspectable safeguards—and openly documented unfinished requirements.

Not yet submission-ready. Track A (prospective methods/protocol) has unresolved reproducibility and human declaration steps. Track B (empirical results) cannot begin until the 20 formal product variants, prospective predictions and methodology have been locked in the required sequence.

Track A · Protocol and methods

A versioned rule registry, data dictionary, append-only research schema, deterministic classification engine, manuscript draft and software tests exist.

Still required: frozen methodology revision, approved authorship and declarations, verified citations, independent reproduction and scientific review.

Track B · Formal pilot

Twenty intentionally difficult product slots are defined, but zero formal products and zero prospective predictions were locked at the audited release.

The research must not report pilot findings before that process occurs.

Precommitted scientific stop/go tests

EndpointRequired outcome
Complete auditable evidence trailsAt least 18/20
Exact pre-reconciliation blinded agreementsAt least 16/20
Material-discordance casesAt least 4/20 spanning 2 types
Unexplained rule conflictsAt most 2/20
OperationalisabilityExplicit independent methodological judgement

Classification retains unresolved, conflict and insufficient-evidence outcomes. Nutrient profiles do not override NOVA rules; confidence components are never collapsed into a single percentage.