Structure & technical content
Structured matrix featuring automated formula calculations for panel averages, standard deviation, and 100-point scale normalization.
Laboratory sensory scoring template (In preparation)
Methodological details regarding formulation and intended usage in laboratory or roastery workflows.
Format & compatibility
Projected format: Macro-free XLSX and ODS workbook. Currently undergoing formula audits and layout refinement.
Metadata & governance
Attribution, availability, and traceability of open-access materials.
License terms
Open educational and research license currently in review (S8 Legal & Trust).
Availability & open access
Technical resource undergoing lab validation. Public downloads disabled during development.
Related disciplines & projects
Coffee Science, SCA Cupping Protocol, Sensory Profiles Dataset.