Effects of Temperature and Pressing Time on Flexural Properties of Binderless Chipboards from Coconut Chip
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
Coconut husk materials have become emerging candidates for the industry of furniture and housing due to their properties and abundance in tropical regions. This study explores using coconut chips, a sustainable and biodegradable resource as an alternative material to produce eco-friendly fibrous boards. The binderless chipboards were fabricated from coconut chips using compression molding at different pressing temperatures and times. The binderless chipboards’ thickness, density, and flexural properties were investigated. Results indicate that higher pressing temperatures and longer pressing times result in reduced thickness, lower density, and improved modulus of rupture (MOR) and modulus of elasticity (MOE). Based on the findings of this study, it is suggested that binderless chipboards produced under optimized conditions could offer a viable alternative to traditional wood based particleboards.
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