Desarrollo de Formulado para Teñido Orgánico con Añil
Bibliographic record
Abstract
An investigation has been conducted for the development of an organic formulated in the indigo dyeing of natural fibers, which is friendly to the environment, and with zero impact on health and dyers. The research reported here found that it is possible to dye fiber fabrics 100% cotton with entirely organic process, where the components of the formulation are natural products that cause no adverse impact to the environment, as follows: wheat bran and reducing agents molasses and hydrated lime agent alkalinity control. As seen below, the ideal parameters were established in the concentration of each of the components: minimum size of the bath, by mixing the components, protocols fermentation processes and dyeing. The results showed that dyeing with established organic formulated dyed fabrics are 100% cotton with good fastness to washing and rubbing, with very little bleeding after overage fabrics indigo dye.Realidad y Reflexión Year 12, No.36, September-December 2012: 43-67
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".