VISCOELASTIC AND THERMAL CHARACTERISTICS OF VEGETABLE PUREE‐BASED BABY FOODS
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Bibliographic record
Abstract
ABSTRACT Viscoelastic properties of three commercial vegetable puree‐based baby foods (pea, corn and wax bean) were evaluated in the temperature range of 20 to 80C using dynamic oscillatory viscometry, and the thermal properties were evaluated using a standard differential scanning calorimeter (DSC) (−10 to 100C). Test samples behaved like viscoelastic fluids with consistently higher magnitudes of storage modulus ( G ′) as compared to loss modulus ( G ″) in an oscillatory frequency ( ω ) range between 0.628 and 62.800 rad/s. Both G ′ and G ″ versus ω data were well fitted by a power‐type relationship at all temperatures employed in the study. However, the derived power‐law parameters of G ′ and G ″ showed no consistent trends with temperature. Both pea and wax bean purees exhibited similar viscoelastic patterns with an increase in both G ′ and G ″ at 50C, somewhat coinciding with the initiation of starch gelatinization. However, the corn puree exhibited a stronger elastic characteristic with starch gelatinization occurring around 80C. The rheological measurements were well supported by the calorimetric data from the DSC.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it