Coborn's Gluten Free Bakery, Cookies, Oatmeal Apple Caramel

Screening model notes

How Nutri-Score, NOVA, and list length read this record

Within the four-tier shelf-label framework this site publishes, the composite for this product falls in the highest band. That band is defined by a threshold on the derived score alone: it is where labels land once components carrying caution-or-worse registry ratings contribute little or nothing to the deduction. The band is a summary of what the screened registries return for the components that were parsed, so it inherits their coverage gaps — a component absent from both registries neither raises nor lowers the figure. The threshold and the weighting behind it are set out on the methodology page.

This label falls in the fourth Nutri-Score band. The model arrives there when its penalty terms — energy density, sugars, saturated fat, sodium — carry more weight in the calculation than the fibre, protein and produce content it credits. The band covers a wide span of the points scale, so position within it is not visible from the letter alone. The grade reflects the declared nutrition panel and is unrelated to the additive ratings listed below, which come from different bodies applying different criteria.

This label parsed into a long component list. Where many entries are screened at once, the composite tends to reflect the overall mix of registry ratings returned rather than the rating of any one entry. Longer declarations also carry more sub-listed and compound entries, where a parenthetical group is resolved into its parts, so the parsed count can exceed what a reader counts on the packaging.