Open Food Facts Quaker Instant Oats Vanilla · Nutrisiq

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Open Food Facts Quaker Instant Oats Vanilla packshot

Nutrition snapshot

Open Food Facts Quaker Instant Oats Vanilla

Name: Open Food Facts Quaker Instant Oats Vanilla
Brand: Open Food Facts
SKU: 0038527135387

Nutrition scoring is unavailable because core nutrient evidence is incomplete.

Nutrition score

—

/100

Nutrition interpretation

Signal unavailable

Nutrition scoring is unavailable because core nutrient evidence is incomplete.

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Signal classes

Need attention

Core nutrient evidence is incomplete, so the nutrition score is unavailable.

Uncertain or missing data

Fruit, vegetable, legume, and nut share was inferred heuristically.

What would improve the assessment

Nutrition scoring needs a fuller nutrient panel, especially energy, sugars, saturated fat, sodium or salt, and fiber.

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (18 ingredients) supports a more processed classification.

Uncertain or missing data

The processing indicator is inferred rather than declared directly.

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Need attention

Mandatory field coverage is only partial (38%).

Uncertain or missing data

The record is missing a nutrition panel.

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryFood

Label information quality60/100

Data confidence

Ownership

Processing

Highly processed · Limited estimate

Formulation complexity

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

—

/100

Nutrition profile

No nutrition score

No reliable assessment

label quality is the strongest signal right now, while processing needs the most caution.

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 54/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The data does not support a reliable overall result.

Nutrition profile

No reliable assessment

—

Nutrition score is unavailable because core nutrient evidence is incomplete.

Processing

Highly processed

Highly processed · Limited estimate

Processing indicator is available, but part of the classification is inferred.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

60/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

Nutrition score measures nutrient profile only. Processing, environment, label quality, and data confidence stay separate so missing data or formulation signals do not silently change nutrition quality.

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

No clear positive highlights emerged from the available data.
Impact: low

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (38%).
Impact: medium
A long ingredient list (18 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Core nutrient evidence is incomplete, so the nutrition score is unavailable.
Impact: high
Confidence is reduced by missing nutrition evidence.
Impact: high
The record is missing a nutrition panel.
Impact: high

Some source data is incomplete for this product: energy per 100g, sugars per 100g, saturated fat per 100g, sodium per 100g or salt per 100g, quantity, category, nutrition panel, allergens, and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Signal classes

Need attention

Core nutrient evidence is incomplete, so the nutrition score is unavailable.

Uncertain or missing data

Fruit, vegetable, legume, and nut share was inferred heuristically.

What would improve the assessment

Nutrition scoring needs a fuller nutrient panel, especially energy, sugars, saturated fat, sodium or salt, and fiber.

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (18 ingredients) supports a more processed classification.

Uncertain or missing data

The processing indicator is inferred rather than declared directly.

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Need attention

Mandatory field coverage is only partial (38%).

Uncertain or missing data

The record is missing a nutrition panel.

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryFood

Label information quality60/100

Data confidence

Ownership

Processing

Highly processed · Limited estimate

Formulation complexity

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

—

/100

Nutrition profile

No nutrition score

No reliable assessment

label quality is the strongest signal right now, while processing needs the most caution.

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 54/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The data does not support a reliable overall result.

Nutrition profile

No reliable assessment

—

Nutrition score is unavailable because core nutrient evidence is incomplete.

Processing

Highly processed

Highly processed · Limited estimate

Processing indicator is available, but part of the classification is inferred.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

60/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

No clear positive highlights emerged from the available data.
Impact: low

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (38%).
Impact: medium
A long ingredient list (18 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Core nutrient evidence is incomplete, so the nutrition score is unavailable.
Impact: high
Confidence is reduced by missing nutrition evidence.
Impact: high
The record is missing a nutrition panel.
Impact: high

Open Food Facts Quaker Instant Oats Vanilla

Nutrient profile

Need attention

Uncertain or missing data

What would improve the assessment

Processing level

Need attention

Uncertain or missing data

What would improve the assessment

Label quality

Need attention

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Five-layer evaluation

No nutrition score

How the separate signals line up

What shaped the separate signals

Open Food Facts Quaker Instant Oats Vanilla

Nutrient profile

Need attention

Uncertain or missing data

What would improve the assessment

Processing level

Need attention

Uncertain or missing data

What would improve the assessment

Label quality

Need attention

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Five-layer evaluation

No nutrition score

How the separate signals line up

What shaped the separate signals

Performance

What lowers the rating

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