Physical, chemical, textural, and thermal properties of cashew apple fruit
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Cashew apple fruit ( Anacardium occidentale L.) is an under‐valued and under‐utilized by‐product of the nut‐processing units in India. Despite its huge production and nutritive values, utilization of this fruit is very limited because of certain factors like lack of knowledge on its nutritional importance, astringency, perishability, and poor processing technologies. This study determined different physical, thermal, mechanical, and physicochemical properties of the cashew apple fruit and the importance of processing, machine designing, product‐development, and so on were discussed. The result showed that this fruit has a high moisture content of 85.62% (w.b.), which is the main reason for high softness and perishability. The fruit resembled an oblate‐ellipsoid shape (sphericity: 0.85) with an average dimension of length (50.34 mm), width (42.78 mm), and thickness (36.08 mm). The pH, total sugar, phenolic content, protein and ascorbic acid of this yellowish color fruit were 4.367, 10.573%, 365.303 mg/100 g GAE, 1.130% and 218.933 mg/100 g, respectively. The study also found that this fruit has low thermal properties (thermal conductivity: 0.57 W/m °C; specific heat capacity: 3.816 kJ/kg °C and thermal diffusivity: 0.143 × 10 −7 m 2 /s). The results of this study will help in the commercial production of cashew apple products through product development and designing processing machines. Practical Application The cashew apple fruit can be taken as a functional food because of its richness in vitamins, dietary fibers, minerals, polyphenols, and other phytochemicals. The scarcity of scientific research on the characterization of engineering and physicochemical properties of this fruit is the main reason for its less popularity. The measured physical, mechanical, thermal, and physicochemical properties of this fruit will be useful to researchers, machine designers for industrial processing, food scientists and technologists in planning, designing and fabrication of postharvest handling equipment, grader, sorter, storage structures, packaging as well as product and by‐product development.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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