Liberte Cream cheese product · Nutrisiq

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Nutrition snapshot

Liberte Cream cheese product

Name: Liberte Cream cheese product
Brand: Liberte
SKU: 0065684100590

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.

What would improve the assessment

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

Supporting factors

Declared NOVA group 1 anchors the processing indicator.

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 (50%).

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 quality73/100

Data confidence

Ownership

Processing

Minimally processed · Limited estimate

Formulation complexity

Environmental signal

NOVA groupNOVA 1

Performance

Nutrition scoreInsufficient evidence

Ingredient-level explanation

SHM SKIM

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

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

Strongest area

Processing

Weakest area

Environmental signal

Data confidence

medium

Data confidence

Data confidence 65/100

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

Minimally processed

Minimally processed · Limited estimate

100

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

73/100

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

Declared NOVA group 1 anchors the processing indicator.
Impact: high

Pulls the score down

Mandatory field coverage is only partial (50%).
Impact: medium

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, and allergens. 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.

What would improve the assessment

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

Supporting factors

Declared NOVA group 1 anchors the processing indicator.

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 (50%).

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 quality73/100

Data confidence

Ownership

Processing

Minimally processed · Limited estimate

Formulation complexity

Environmental signal

NOVA groupNOVA 1

Performance

Nutrition scoreInsufficient evidence

Ingredient-level explanation

SHM SKIM

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

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

Strongest area

Processing

Weakest area

Environmental signal

Data confidence

medium

Data confidence

Data confidence 65/100

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

Minimally processed

Minimally processed · Limited estimate

100

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

73/100

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

Declared NOVA group 1 anchors the processing indicator.
Impact: high

Pulls the score down

Mandatory field coverage is only partial (50%).
Impact: medium

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

Liberte Cream cheese product

Nutrient profile

Need attention

What would improve the assessment

Processing level

Supporting factors

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

Performance

Five-layer evaluation

No nutrition score

How the separate signals line up

What shaped the separate signals

Liberte Cream cheese product

Nutrient profile

Need attention

What would improve the assessment

Processing level

Supporting factors

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

Performance

Five-layer evaluation

No nutrition score

How the separate signals line up

What shaped the separate signals

What lowers the rating

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