Biodegradable Mulch Film Made of Starch‐Coated Paper and Its Effectiveness on Temperature and Moisture Content of Soil
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 A biodegradable mulch paper (BMP) was made from pea starch and brown kraft paper. Brown kraft paper (KP) was brushed with pregelatinized starch solution on one side evenly at 0.095 kg starch solution per square meter and dried at room temperature for 48–72 h. The BMP, uncoated KP, and commercial plastic weed barrier (WB) had similar thicknesses, from 0.15 to 0.22 mm. However, the tensile strength (TS) of KP was much higher than BMP and WB, whereas the tensile strengths of BMP and WB were similar. The KP had the highest values in elastic modulus (EM), indicating brittleness and rigidity. The WB had the lowest elastic modulus value. Water vapor permeability (WVP) of BMP was lower than that of KP, resulting in 4.57 and 10.28 g mm kPa−1h−1m−2, respectively. Both the BMP and KP could keep the soil more humid than the WB did. Soil temperature under BMP and KP was lower than those of WB and bare soil. The field experiment results also showed that BMP and KP prevented the growth of weeds.
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 | 0.001 |
| 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