Alumina Surface Treated Pigmentary Titanium Dioxide with Suppressed Photoactivity
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
El presente artículo permite desarrollar la proposición de criterios y modelos tales como manuales, plantillas etc. aptos para el proceso de gestión de ordenes de compra de la empresa ECOLAB correspondientes a Colombia y Ecuador, basados en el ciclo DMAIC, como herramienta enfocada para el mejoramiento del proceso identificando los diferentes factores mas relevantes, así como las causas mas influyentes en el mismo, diagnosticando y midiendo el proceso inicial de gestión, identificando los elementos relevantes y desarrollando las distintas mejoras para finalmente estandarizar y acercar el proceso de gestión a modelos de six sigma mejorando el nivel sigma en 1,14 desviaciones, el rendimiento del proceso en 15.29%, entre otros indicadores de gestión.
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 | 0.001 | 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 | 0.001 |
| 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